From 593c2c4915df2f813e3b4d9af908e9669656919c Mon Sep 17 00:00:00 2001
From: nikhilwoodruff <35577657+nikhilwoodruff@users.noreply.github.com>
Date: Tue, 17 Sep 2024 22:08:58 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20=20@=20478f9?=
 =?UTF-8?q?35fede9a6cedce2453f1ab7dee513defddd=20=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 examples/income-sources.html                  |   4 +-
 model/validation.html                         |   2 +-
 programs/contrib/ubi-center/carbon-tax.html   |   4 +-
 programs/gov/dcms/bbc/tv-licence.html         | 164 ++++++-------
 programs/gov/dwp/PIP.html                     |   8 +-
 programs/gov/dwp/pension-credit.html          |   8 +-
 programs/gov/dwp/universal-credit.html        |   4 +-
 programs/gov/hmrc/child-benefit.html          | 232 +++++++++---------
 programs/gov/hmrc/fuel-duty.html              |   4 +-
 programs/gov/hmrc/income-tax.html             |   4 +-
 programs/gov/hmrc/national-insurance.html     |   8 +-
 programs/gov/hmrc/stamp-duty.html             |  12 +-
 .../gov/ofgem/energy-price-guarantee.html     |   8 +-
 .../land-and-buildings-transaction-tax.html   |   8 +-
 programs/gov/wra/land-transaction-tax.html    |   4 +-
 reports/model/validation.err.log              |   2 +-
 .../programs/gov/hmrc/child-benefit.err.log   |   2 +-
 searchindex.js                                |   2 +-
 18 files changed, 240 insertions(+), 240 deletions(-)

diff --git a/examples/income-sources.html b/examples/income-sources.html
index cb2ca0cbe..d7193f777 100644
--- a/examples/income-sources.html
+++ b/examples/income-sources.html
@@ -349,9 +349,9 @@ <h1>Pensioner income sources<a class="headerlink" href="#pensioner-income-source
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="ffb17ec6-c551-4f27-8292-596c467e6dd4" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("ffb17ec6-c551-4f27-8292-596c467e6dd4")) {                    Plotly.newPlot(                        "ffb17ec6-c551-4f27-8292-596c467e6dd4",                        [{"alignmentgroup":"True","hovertemplate":"Income source=Earnings\u003cbr\u003eDecile=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Earnings","marker":{"color":"#636efa","pattern":{"shape":""}},"name":"Earnings","offsetgroup":"Earnings","orientation":"v","showlegend":true,"textposition":"auto","x":[1,2,3,4,5,6,7,8,9,10],"xaxis":"x","y":[-24.678248129780375,0.01071133684206151,0.006016964678024608,0.028284760569049168,0.040175335659610886,0.04567330130818506,0.04217647081773574,0.11413819615293815,0.26527911365248563,0.3391536888668963],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Income source=Investment\u003cbr\u003eDecile=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Investment","marker":{"color":"#EF553B","pattern":{"shape":""}},"name":"Investment","offsetgroup":"Investment","orientation":"v","showlegend":true,"textposition":"auto","x":[1,2,3,4,5,6,7,8,9,10],"xaxis":"x","y":[0.47345054944511644,0.01691842129330689,0.011795173632238592,0.01675390568119393,0.010040479356182684,0.009804586667214052,0.020104440363024712,0.005731822485270832,0.02152880023025004,0.12138020984755801],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Income source=Pensions\u003cbr\u003eDecile=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Pensions","marker":{"color":"#00cc96","pattern":{"shape":""}},"name":"Pensions","offsetgroup":"Pensions","orientation":"v","showlegend":true,"textposition":"auto","x":[1,2,3,4,5,6,7,8,9,10],"xaxis":"x","y":[21.921706615473383,0.6718541027333992,0.4565163118276711,0.5383640791695423,0.34837880098048357,0.2938956427693014,0.2523438970512676,0.18913158683648693,0.1461333702837044,0.187925506060436],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Income source=Other\u003cbr\u003eDecile=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Other","marker":{"color":"#ab63fa","pattern":{"shape":""}},"name":"Other","offsetgroup":"Other","orientation":"v","showlegend":true,"textposition":"auto","x":[1,2,3,4,5,6,7,8,9,10],"xaxis":"x","y":[-20.7400855516289,-0.6708077916860815,-0.45173399853514606,-0.5349796065757211,-0.32882815496825457,-0.2811468551893028,-0.23328150222079214,-0.17776933900819114,-0.11456305459065175,0.14927711953806122],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Income source=State support\u003cbr\u003eDecile=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"State support","marker":{"color":"#FFA15A","pattern":{"shape":""}},"name":"State support","offsetgroup":"State support","orientation":"v","showlegend":true,"textposition":"auto","x":[1,2,3,4,5,6,7,8,9,10],"xaxis":"x","y":[24.02317651649078,0.9713239308173138,0.9774055483972116,0.9515768611559355,0.9302335389719772,0.9317733244446023,0.918656693988764,0.8687677335334952,0.6816217704242117,0.20226347568704842],"yaxis":"y","type":"bar"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Income decile"},"tickvals":[1,2,3,4,5,6,7,8,9,10]},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Percentage of income"},"tickformat":".0%","tickvals":[0,0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9,1]},"legend":{"title":{"text":"Income source"},"tracegroupgap":0},"margin":{"t":60},"barmode":"relative","height":600,"width":800,"bargap":0,"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"},"title":{"text":"Sources of income for pensioner households"}},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="e61e4dec-0d53-4218-b0ed-1959d63ca6a4" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("e61e4dec-0d53-4218-b0ed-1959d63ca6a4")) {                    Plotly.newPlot(                        "e61e4dec-0d53-4218-b0ed-1959d63ca6a4",                        [{"alignmentgroup":"True","hovertemplate":"Income source=Earnings\u003cbr\u003eDecile=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Earnings","marker":{"color":"#636efa","pattern":{"shape":""}},"name":"Earnings","offsetgroup":"Earnings","orientation":"v","showlegend":true,"textposition":"auto","x":[1,2,3,4,5,6,7,8,9,10],"xaxis":"x","y":[-24.678248129780375,0.01071133684206151,0.006016964678024608,0.028284760569049168,0.040175335659610886,0.04567330130818506,0.04217647081773574,0.11413819615293815,0.26527911365248563,0.3391536888668963],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Income source=Investment\u003cbr\u003eDecile=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Investment","marker":{"color":"#EF553B","pattern":{"shape":""}},"name":"Investment","offsetgroup":"Investment","orientation":"v","showlegend":true,"textposition":"auto","x":[1,2,3,4,5,6,7,8,9,10],"xaxis":"x","y":[0.47345054944511644,0.01691842129330689,0.011795173632238592,0.01675390568119393,0.010040479356182684,0.009804586667214052,0.020104440363024712,0.005731822485270832,0.02152880023025004,0.12138020984755801],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Income source=Pensions\u003cbr\u003eDecile=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Pensions","marker":{"color":"#00cc96","pattern":{"shape":""}},"name":"Pensions","offsetgroup":"Pensions","orientation":"v","showlegend":true,"textposition":"auto","x":[1,2,3,4,5,6,7,8,9,10],"xaxis":"x","y":[21.921706615473383,0.6718541027333992,0.4565163118276711,0.5383640791695423,0.34837880098048357,0.2938956427693014,0.2523438970512676,0.18913158683648693,0.1461333702837044,0.187925506060436],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Income source=Other\u003cbr\u003eDecile=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Other","marker":{"color":"#ab63fa","pattern":{"shape":""}},"name":"Other","offsetgroup":"Other","orientation":"v","showlegend":true,"textposition":"auto","x":[1,2,3,4,5,6,7,8,9,10],"xaxis":"x","y":[-20.7400855516289,-0.6708077916860815,-0.45173399853514606,-0.5349796065757211,-0.32882815496825457,-0.2811468551893028,-0.23328150222079214,-0.17776933900819114,-0.11456305459065175,0.14927711953806122],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Income source=State support\u003cbr\u003eDecile=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"State support","marker":{"color":"#FFA15A","pattern":{"shape":""}},"name":"State support","offsetgroup":"State support","orientation":"v","showlegend":true,"textposition":"auto","x":[1,2,3,4,5,6,7,8,9,10],"xaxis":"x","y":[24.02317651649078,0.9713239308173138,0.9774055483972116,0.9515768611559355,0.9302335389719772,0.9317733244446023,0.918656693988764,0.8687677335334952,0.6816217704242117,0.20226347568704842],"yaxis":"y","type":"bar"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Income decile"},"tickvals":[1,2,3,4,5,6,7,8,9,10]},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Percentage of income"},"tickformat":".0%","tickvals":[0,0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9,1]},"legend":{"title":{"text":"Income source"},"tracegroupgap":0},"margin":{"t":60},"barmode":"relative","height":600,"width":800,"bargap":0,"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"},"title":{"text":"Sources of income for pensioner households"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('ffb17ec6-c551-4f27-8292-596c467e6dd4');
+var gd = document.getElementById('e61e4dec-0d53-4218-b0ed-1959d63ca6a4');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/model/validation.html b/model/validation.html
index 8e2d2d602..8ac2bcbcb 100644
--- a/model/validation.html
+++ b/model/validation.html
@@ -485,7 +485,7 @@ <h1>Validation<a class="headerlink" href="#validation" title="Permalink to this
 <div class="cell_output docutils container">
 <div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
 <span class="ne">ModuleNotFoundError</span><span class="g g-Whitespace">                       </span>Traceback (most recent call last)
-<span class="nn">/tmp/ipykernel_2267/1965604937.py</span> in <span class="ni">&lt;cell line: 103&gt;</span><span class="nt">()</span>
+<span class="nn">/tmp/ipykernel_2113/1965604937.py</span> in <span class="ni">&lt;cell line: 103&gt;</span><span class="nt">()</span>
 <span class="g g-Whitespace">    </span><span class="mi">101</span> 
 <span class="g g-Whitespace">    </span><span class="mi">102</span> 
 <span class="ne">--&gt; </span><span class="mi">103</span> <span class="kn">from</span> <span class="nn">policyengine_uk.data.datasets.frs.calibration.loss</span> <span class="kn">import</span> <span class="p">(</span>
diff --git a/programs/contrib/ubi-center/carbon-tax.html b/programs/contrib/ubi-center/carbon-tax.html
index 400cd5671..7c61790d2 100644
--- a/programs/contrib/ubi-center/carbon-tax.html
+++ b/programs/contrib/ubi-center/carbon-tax.html
@@ -338,9 +338,9 @@ <h3>Appendix: Carbon intensities<a class="headerlink" href="#appendix-carbon-int
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="3487447c-0a6c-4504-9b34-78c1e3fbd8bc" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("3487447c-0a6c-4504-9b34-78c1e3fbd8bc")) {                    Plotly.newPlot(                        "3487447c-0a6c-4504-9b34-78c1e3fbd8bc",                        [{"alignmentgroup":"True","hovertemplate":"Category=%{x}\u003cbr\u003eIntensity*100=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","marker":{"color":"#636efa","pattern":{"shape":""}},"name":"","offsetgroup":"","orientation":"v","showlegend":false,"textposition":"auto","x":["Housing, water and electricity","Transport","Food","Health","Communication","Restaurants and hotels","Clothing and footwear","Education","Household furnishings","Miscellaneous","Recreation","Alcohol and tobacco"],"xaxis":"x","y":[0.12,0.107,0.0689,0.0656,0.0404,0.031100000000000003,0.0262,0.0241,0.0212,0.0203,0.0185,0.0077],"yaxis":"y","type":"bar"}],                        {"template":{"data":{"histogram2dcontour":[{"type":"histogram2dcontour","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"choropleth":[{"type":"choropleth","colorbar":{"outlinewidth":0,"ticks":""}}],"histogram2d":[{"type":"histogram2d","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"heatmap":[{"type":"heatmap","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"heatmapgl":[{"type":"heatmapgl","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"contourcarpet":[{"type":"contourcarpet","colorbar":{"outlinewidth":0,"ticks":""}}],"contour":[{"type":"contour","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"surface":[{"type":"surface","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"mesh3d":[{"type":"mesh3d","colorbar":{"outlinewidth":0,"ticks":""}}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"parcoords":[{"type":"parcoords","line":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatterpolargl":[{"type":"scatterpolargl","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"#E5ECF6","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"scattergeo":[{"type":"scattergeo","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatterpolar":[{"type":"scatterpolar","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"scattergl":[{"type":"scattergl","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatter3d":[{"type":"scatter3d","line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scattermapbox":[{"type":"scattermapbox","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatterternary":[{"type":"scatterternary","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scattercarpet":[{"type":"scattercarpet","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"white","linecolor":"white","minorgridcolor":"white","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"white","linecolor":"white","minorgridcolor":"white","startlinecolor":"#2a3f5f"},"type":"carpet"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}],"barpolar":[{"marker":{"line":{"color":"#E5ECF6","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"pie":[{"automargin":true,"type":"pie"}]},"layout":{"autotypenumbers":"strict","colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"hovermode":"closest","hoverlabel":{"align":"left"},"paper_bgcolor":"white","plot_bgcolor":"#E5ECF6","polar":{"bgcolor":"#E5ECF6","angularaxis":{"gridcolor":"white","linecolor":"white","ticks":""},"radialaxis":{"gridcolor":"white","linecolor":"white","ticks":""}},"ternary":{"bgcolor":"#E5ECF6","aaxis":{"gridcolor":"white","linecolor":"white","ticks":""},"baxis":{"gridcolor":"white","linecolor":"white","ticks":""},"caxis":{"gridcolor":"white","linecolor":"white","ticks":""}},"coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]]},"xaxis":{"gridcolor":"white","linecolor":"white","ticks":"","title":{"standoff":15},"zerolinecolor":"white","automargin":true,"zerolinewidth":2},"yaxis":{"gridcolor":"white","linecolor":"white","ticks":"","title":{"standoff":15},"zerolinecolor":"white","automargin":true,"zerolinewidth":2},"scene":{"xaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white","gridwidth":2},"yaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white","gridwidth":2},"zaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white","gridwidth":2}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"geo":{"bgcolor":"white","landcolor":"#E5ECF6","subunitcolor":"white","showland":true,"showlakes":true,"lakecolor":"white"},"title":{"x":0.05},"mapbox":{"style":"light"}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Category"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Intensity*100"},"ticksuffix":" pence\u002ftonne"},"legend":{"tracegroupgap":0},"margin":{"t":60},"barmode":"relative","title":{"text":"Tonnes of CO2 per pound by category"},"width":800,"height":600},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="f315aaa3-6570-4a52-aac3-f6a588cc522b" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("f315aaa3-6570-4a52-aac3-f6a588cc522b")) {                    Plotly.newPlot(                        "f315aaa3-6570-4a52-aac3-f6a588cc522b",                        [{"alignmentgroup":"True","hovertemplate":"Category=%{x}\u003cbr\u003eIntensity*100=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","marker":{"color":"#636efa","pattern":{"shape":""}},"name":"","offsetgroup":"","orientation":"v","showlegend":false,"textposition":"auto","x":["Housing, water and electricity","Transport","Food","Health","Communication","Restaurants and hotels","Clothing and footwear","Education","Household furnishings","Miscellaneous","Recreation","Alcohol and tobacco"],"xaxis":"x","y":[0.12,0.107,0.0689,0.0656,0.0404,0.031100000000000003,0.0262,0.0241,0.0212,0.0203,0.0185,0.0077],"yaxis":"y","type":"bar"}],                        {"template":{"data":{"histogram2dcontour":[{"type":"histogram2dcontour","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"choropleth":[{"type":"choropleth","colorbar":{"outlinewidth":0,"ticks":""}}],"histogram2d":[{"type":"histogram2d","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"heatmap":[{"type":"heatmap","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"heatmapgl":[{"type":"heatmapgl","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"contourcarpet":[{"type":"contourcarpet","colorbar":{"outlinewidth":0,"ticks":""}}],"contour":[{"type":"contour","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"surface":[{"type":"surface","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"mesh3d":[{"type":"mesh3d","colorbar":{"outlinewidth":0,"ticks":""}}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"parcoords":[{"type":"parcoords","line":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatterpolargl":[{"type":"scatterpolargl","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"#E5ECF6","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"scattergeo":[{"type":"scattergeo","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatterpolar":[{"type":"scatterpolar","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"scattergl":[{"type":"scattergl","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatter3d":[{"type":"scatter3d","line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scattermapbox":[{"type":"scattermapbox","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatterternary":[{"type":"scatterternary","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scattercarpet":[{"type":"scattercarpet","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"white","linecolor":"white","minorgridcolor":"white","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"white","linecolor":"white","minorgridcolor":"white","startlinecolor":"#2a3f5f"},"type":"carpet"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}],"barpolar":[{"marker":{"line":{"color":"#E5ECF6","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"pie":[{"automargin":true,"type":"pie"}]},"layout":{"autotypenumbers":"strict","colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"hovermode":"closest","hoverlabel":{"align":"left"},"paper_bgcolor":"white","plot_bgcolor":"#E5ECF6","polar":{"bgcolor":"#E5ECF6","angularaxis":{"gridcolor":"white","linecolor":"white","ticks":""},"radialaxis":{"gridcolor":"white","linecolor":"white","ticks":""}},"ternary":{"bgcolor":"#E5ECF6","aaxis":{"gridcolor":"white","linecolor":"white","ticks":""},"baxis":{"gridcolor":"white","linecolor":"white","ticks":""},"caxis":{"gridcolor":"white","linecolor":"white","ticks":""}},"coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]]},"xaxis":{"gridcolor":"white","linecolor":"white","ticks":"","title":{"standoff":15},"zerolinecolor":"white","automargin":true,"zerolinewidth":2},"yaxis":{"gridcolor":"white","linecolor":"white","ticks":"","title":{"standoff":15},"zerolinecolor":"white","automargin":true,"zerolinewidth":2},"scene":{"xaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white","gridwidth":2},"yaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white","gridwidth":2},"zaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white","gridwidth":2}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"geo":{"bgcolor":"white","landcolor":"#E5ECF6","subunitcolor":"white","showland":true,"showlakes":true,"lakecolor":"white"},"title":{"x":0.05},"mapbox":{"style":"light"}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Category"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Intensity*100"},"ticksuffix":" pence\u002ftonne"},"legend":{"tracegroupgap":0},"margin":{"t":60},"barmode":"relative","title":{"text":"Tonnes of CO2 per pound by category"},"width":800,"height":600},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('3487447c-0a6c-4504-9b34-78c1e3fbd8bc');
+var gd = document.getElementById('f315aaa3-6570-4a52-aac3-f6a588cc522b');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/programs/gov/dcms/bbc/tv-licence.html b/programs/gov/dcms/bbc/tv-licence.html
index e7663e808..20195512d 100644
--- a/programs/gov/dcms/bbc/tv-licence.html
+++ b/programs/gov/dcms/bbc/tv-licence.html
@@ -459,15 +459,15 @@ <h2>Microsimulation<a class="headerlink" href="#microsimulation" title="Permalin
 <div class="cell_output docutils container">
 <div class="output text_html"><style type="text/css">
 </style>
-<table id="T_9f4c3">
+<table id="T_9a160">
   <thead>
     <tr>
       <th class="blank" >&nbsp;</th>
       <th class="blank" >&nbsp;</th>
       <th class="blank level0" >&nbsp;</th>
-      <th id="T_9f4c3_level0_col0" class="col_heading level0 col0" >Change against current</th>
-      <th id="T_9f4c3_level0_col1" class="col_heading level0 col1" >Tax revenues impact (£m)</th>
-      <th id="T_9f4c3_level0_col2" class="col_heading level0 col2" >Reference</th>
+      <th id="T_9a160_level0_col0" class="col_heading level0 col0" >Change against current</th>
+      <th id="T_9a160_level0_col1" class="col_heading level0 col1" >Tax revenues impact (£m)</th>
+      <th id="T_9a160_level0_col2" class="col_heading level0 col2" >Reference</th>
     </tr>
     <tr>
       <th class="index_name level0" >Reformed policy</th>
@@ -480,118 +480,118 @@ <h2>Microsimulation<a class="headerlink" href="#microsimulation" title="Permalin
   </thead>
   <tbody>
     <tr>
-      <th id="T_9f4c3_level0_row0" class="row_heading level0 row0" rowspan="4">Aged discount</th>
-      <th id="T_9f4c3_level1_row0" class="row_heading level1 row0" rowspan="4">100%</th>
-      <th id="T_9f4c3_level2_row0" class="row_heading level2 row0" >0%</th>
-      <td id="T_9f4c3_row0_col0" class="data row0 col0" >-100%</td>
-      <td id="T_9f4c3_row0_col1" class="data row0 col1" >91.7</td>
-      <td id="T_9f4c3_row0_col2" class="data row0 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27903&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 0%</a></td>
+      <th id="T_9a160_level0_row0" class="row_heading level0 row0" rowspan="4">Aged discount</th>
+      <th id="T_9a160_level1_row0" class="row_heading level1 row0" rowspan="4">100%</th>
+      <th id="T_9a160_level2_row0" class="row_heading level2 row0" >0%</th>
+      <td id="T_9a160_row0_col0" class="data row0 col0" >-100%</td>
+      <td id="T_9a160_row0_col1" class="data row0 col1" >91.7</td>
+      <td id="T_9a160_row0_col2" class="data row0 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27903&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 0%</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row1" class="row_heading level2 row1" >25%</th>
-      <td id="T_9f4c3_row1_col0" class="data row1 col0" >-75%</td>
-      <td id="T_9f4c3_row1_col1" class="data row1 col1" >68.8</td>
-      <td id="T_9f4c3_row1_col2" class="data row1 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27083&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 25%</a></td>
+      <th id="T_9a160_level2_row1" class="row_heading level2 row1" >25%</th>
+      <td id="T_9a160_row1_col0" class="data row1 col0" >-75%</td>
+      <td id="T_9a160_row1_col1" class="data row1 col1" >68.8</td>
+      <td id="T_9a160_row1_col2" class="data row1 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27083&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 25%</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row2" class="row_heading level2 row2" >50%</th>
-      <td id="T_9f4c3_row2_col0" class="data row2 col0" >-50%</td>
-      <td id="T_9f4c3_row2_col1" class="data row2 col1" >45.9</td>
-      <td id="T_9f4c3_row2_col2" class="data row2 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=19090&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 50%</a></td>
+      <th id="T_9a160_level2_row2" class="row_heading level2 row2" >50%</th>
+      <td id="T_9a160_row2_col0" class="data row2 col0" >-50%</td>
+      <td id="T_9a160_row2_col1" class="data row2 col1" >45.9</td>
+      <td id="T_9a160_row2_col2" class="data row2 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=19090&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 50%</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row3" class="row_heading level2 row3" >75%</th>
-      <td id="T_9f4c3_row3_col0" class="data row3 col0" >-25%</td>
-      <td id="T_9f4c3_row3_col1" class="data row3 col1" >22.9</td>
-      <td id="T_9f4c3_row3_col2" class="data row3 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27909&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 75%</a></td>
+      <th id="T_9a160_level2_row3" class="row_heading level2 row3" >75%</th>
+      <td id="T_9a160_row3_col0" class="data row3 col0" >-25%</td>
+      <td id="T_9a160_row3_col1" class="data row3 col1" >22.9</td>
+      <td id="T_9a160_row3_col2" class="data row3 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27909&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 75%</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level0_row4" class="row_heading level0 row4" rowspan="10">Minimum age</th>
-      <th id="T_9f4c3_level1_row4" class="row_heading level1 row4" rowspan="10">75</th>
-      <th id="T_9f4c3_level2_row4" class="row_heading level2 row4" >70</th>
-      <td id="T_9f4c3_row4_col0" class="data row4 col0" >-5</td>
-      <td id="T_9f4c3_row4_col1" class="data row4 col1" >-19.6</td>
-      <td id="T_9f4c3_row4_col2" class="data row4 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27932&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 70</a></td>
+      <th id="T_9a160_level0_row4" class="row_heading level0 row4" rowspan="10">Minimum age</th>
+      <th id="T_9a160_level1_row4" class="row_heading level1 row4" rowspan="10">75</th>
+      <th id="T_9a160_level2_row4" class="row_heading level2 row4" >70</th>
+      <td id="T_9a160_row4_col0" class="data row4 col0" >-5</td>
+      <td id="T_9a160_row4_col1" class="data row4 col1" >-19.6</td>
+      <td id="T_9a160_row4_col2" class="data row4 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27932&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 70</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row5" class="row_heading level2 row5" >71</th>
-      <td id="T_9f4c3_row5_col0" class="data row5 col0" >-4</td>
-      <td id="T_9f4c3_row5_col1" class="data row5 col1" >-11.4</td>
-      <td id="T_9f4c3_row5_col2" class="data row5 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27939&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 71</a></td>
+      <th id="T_9a160_level2_row5" class="row_heading level2 row5" >71</th>
+      <td id="T_9a160_row5_col0" class="data row5 col0" >-4</td>
+      <td id="T_9a160_row5_col1" class="data row5 col1" >-11.4</td>
+      <td id="T_9a160_row5_col2" class="data row5 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27939&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 71</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row6" class="row_heading level2 row6" >72</th>
-      <td id="T_9f4c3_row6_col0" class="data row6 col0" >-3</td>
-      <td id="T_9f4c3_row6_col1" class="data row6 col1" >-7.7</td>
-      <td id="T_9f4c3_row6_col2" class="data row6 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27941&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 72</a></td>
+      <th id="T_9a160_level2_row6" class="row_heading level2 row6" >72</th>
+      <td id="T_9a160_row6_col0" class="data row6 col0" >-3</td>
+      <td id="T_9a160_row6_col1" class="data row6 col1" >-7.7</td>
+      <td id="T_9a160_row6_col2" class="data row6 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27941&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 72</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row7" class="row_heading level2 row7" >73</th>
-      <td id="T_9f4c3_row7_col0" class="data row7 col0" >-2</td>
-      <td id="T_9f4c3_row7_col1" class="data row7 col1" >-2.4</td>
-      <td id="T_9f4c3_row7_col2" class="data row7 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27944&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 73</a></td>
+      <th id="T_9a160_level2_row7" class="row_heading level2 row7" >73</th>
+      <td id="T_9a160_row7_col0" class="data row7 col0" >-2</td>
+      <td id="T_9a160_row7_col1" class="data row7 col1" >-2.4</td>
+      <td id="T_9a160_row7_col2" class="data row7 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27944&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 73</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row8" class="row_heading level2 row8" >74</th>
-      <td id="T_9f4c3_row8_col0" class="data row8 col0" >-1</td>
-      <td id="T_9f4c3_row8_col1" class="data row8 col1" >-1.5</td>
-      <td id="T_9f4c3_row8_col2" class="data row8 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27947&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 74</a></td>
+      <th id="T_9a160_level2_row8" class="row_heading level2 row8" >74</th>
+      <td id="T_9a160_row8_col0" class="data row8 col0" >-1</td>
+      <td id="T_9a160_row8_col1" class="data row8 col1" >-1.5</td>
+      <td id="T_9a160_row8_col2" class="data row8 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27947&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 74</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row9" class="row_heading level2 row9" >76</th>
-      <td id="T_9f4c3_row9_col0" class="data row9 col0" >1</td>
-      <td id="T_9f4c3_row9_col1" class="data row9 col1" >1.3</td>
-      <td id="T_9f4c3_row9_col2" class="data row9 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27949&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 76</a></td>
+      <th id="T_9a160_level2_row9" class="row_heading level2 row9" >76</th>
+      <td id="T_9a160_row9_col0" class="data row9 col0" >1</td>
+      <td id="T_9a160_row9_col1" class="data row9 col1" >1.3</td>
+      <td id="T_9a160_row9_col2" class="data row9 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27949&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 76</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row10" class="row_heading level2 row10" >77</th>
-      <td id="T_9f4c3_row10_col0" class="data row10 col0" >2</td>
-      <td id="T_9f4c3_row10_col1" class="data row10 col1" >2.2</td>
-      <td id="T_9f4c3_row10_col2" class="data row10 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27951&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 77</a></td>
+      <th id="T_9a160_level2_row10" class="row_heading level2 row10" >77</th>
+      <td id="T_9a160_row10_col0" class="data row10 col0" >2</td>
+      <td id="T_9a160_row10_col1" class="data row10 col1" >2.2</td>
+      <td id="T_9a160_row10_col2" class="data row10 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27951&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 77</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row11" class="row_heading level2 row11" >78</th>
-      <td id="T_9f4c3_row11_col0" class="data row11 col0" >3</td>
-      <td id="T_9f4c3_row11_col1" class="data row11 col1" >3.7</td>
-      <td id="T_9f4c3_row11_col2" class="data row11 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27953&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 78</a></td>
+      <th id="T_9a160_level2_row11" class="row_heading level2 row11" >78</th>
+      <td id="T_9a160_row11_col0" class="data row11 col0" >3</td>
+      <td id="T_9a160_row11_col1" class="data row11 col1" >3.7</td>
+      <td id="T_9a160_row11_col2" class="data row11 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27953&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 78</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row12" class="row_heading level2 row12" >79</th>
-      <td id="T_9f4c3_row12_col0" class="data row12 col0" >4</td>
-      <td id="T_9f4c3_row12_col1" class="data row12 col1" >7.1</td>
-      <td id="T_9f4c3_row12_col2" class="data row12 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27955&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 79</a></td>
+      <th id="T_9a160_level2_row12" class="row_heading level2 row12" >79</th>
+      <td id="T_9a160_row12_col0" class="data row12 col0" >4</td>
+      <td id="T_9a160_row12_col1" class="data row12 col1" >7.1</td>
+      <td id="T_9a160_row12_col2" class="data row12 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27955&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 79</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row13" class="row_heading level2 row13" >80</th>
-      <td id="T_9f4c3_row13_col0" class="data row13 col0" >5</td>
-      <td id="T_9f4c3_row13_col1" class="data row13 col1" >91.7</td>
-      <td id="T_9f4c3_row13_col2" class="data row13 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27960&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 80</a></td>
+      <th id="T_9a160_level2_row13" class="row_heading level2 row13" >80</th>
+      <td id="T_9a160_row13_col0" class="data row13 col0" >5</td>
+      <td id="T_9a160_row13_col1" class="data row13 col1" >91.7</td>
+      <td id="T_9a160_row13_col2" class="data row13 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27960&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 80</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level0_row14" class="row_heading level0 row14" rowspan="4">TV licence fee</th>
-      <th id="T_9f4c3_level1_row14" class="row_heading level1 row14" rowspan="4">£159</th>
-      <th id="T_9f4c3_level2_row14" class="row_heading level2 row14" >£157</th>
-      <td id="T_9f4c3_row14_col0" class="data row14 col0" >£-2</td>
-      <td id="T_9f4c3_row14_col1" class="data row14 col1" >-52.1</td>
-      <td id="T_9f4c3_row14_col2" class="data row14 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27089&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £157</a></td>
+      <th id="T_9a160_level0_row14" class="row_heading level0 row14" rowspan="4">TV licence fee</th>
+      <th id="T_9a160_level1_row14" class="row_heading level1 row14" rowspan="4">£159</th>
+      <th id="T_9a160_level2_row14" class="row_heading level2 row14" >£157</th>
+      <td id="T_9a160_row14_col0" class="data row14 col0" >£-2</td>
+      <td id="T_9a160_row14_col1" class="data row14 col1" >-52.1</td>
+      <td id="T_9a160_row14_col2" class="data row14 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27089&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £157</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row15" class="row_heading level2 row15" >£158</th>
-      <td id="T_9f4c3_row15_col0" class="data row15 col0" >£-1</td>
-      <td id="T_9f4c3_row15_col1" class="data row15 col1" >-26.0</td>
-      <td id="T_9f4c3_row15_col2" class="data row15 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27087&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £158</a></td>
+      <th id="T_9a160_level2_row15" class="row_heading level2 row15" >£158</th>
+      <td id="T_9a160_row15_col0" class="data row15 col0" >£-1</td>
+      <td id="T_9a160_row15_col1" class="data row15 col1" >-26.0</td>
+      <td id="T_9a160_row15_col2" class="data row15 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27087&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £158</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row16" class="row_heading level2 row16" >£160</th>
-      <td id="T_9f4c3_row16_col0" class="data row16 col0" >£1</td>
-      <td id="T_9f4c3_row16_col1" class="data row16 col1" >26.0</td>
-      <td id="T_9f4c3_row16_col2" class="data row16 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=26981&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £160</a></td>
+      <th id="T_9a160_level2_row16" class="row_heading level2 row16" >£160</th>
+      <td id="T_9a160_row16_col0" class="data row16 col0" >£1</td>
+      <td id="T_9a160_row16_col1" class="data row16 col1" >26.0</td>
+      <td id="T_9a160_row16_col2" class="data row16 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=26981&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £160</a></td>
     </tr>
     <tr>
-      <th id="T_9f4c3_level2_row17" class="row_heading level2 row17" >£161</th>
-      <td id="T_9f4c3_row17_col0" class="data row17 col0" >£2</td>
-      <td id="T_9f4c3_row17_col1" class="data row17 col1" >52.1</td>
-      <td id="T_9f4c3_row17_col2" class="data row17 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=26983&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £161</a></td>
+      <th id="T_9a160_level2_row17" class="row_heading level2 row17" >£161</th>
+      <td id="T_9a160_row17_col0" class="data row17 col0" >£2</td>
+      <td id="T_9a160_row17_col1" class="data row17 col1" >52.1</td>
+      <td id="T_9a160_row17_col2" class="data row17 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=26983&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £161</a></td>
     </tr>
   </tbody>
 </table>
diff --git a/programs/gov/dwp/PIP.html b/programs/gov/dwp/PIP.html
index 341b78545..be0eb34e6 100644
--- a/programs/gov/dwp/PIP.html
+++ b/programs/gov/dwp/PIP.html
@@ -417,9 +417,9 @@ <h2>PIP Rate Changes<a class="headerlink" href="#pip-rate-changes" title="Permal
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="f9dec33a-9eec-4e09-9c97-70e4a8765784" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("f9dec33a-9eec-4e09-9c97-70e4a8765784")) {                    Plotly.newPlot(                        "f9dec33a-9eec-4e09-9c97-70e4a8765784",                        [{"hovertemplate":"element=enhanced\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"enhanced","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"enhanced","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01"],"xaxis":"x","y":[82.3,82.3,83.1,85.6,87.65,89.15,89.6,92.4],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=standard\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"standard","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"standard","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01"],"xaxis":"x","y":[55.1,55.1,55.65,57.3,58.7,59.7,60.0,61.85],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Year"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Amount(\u00a3m)"},"range":[0,100],"tickformat":",.0f","tickprefix":"\u00a3"},"legend":{"title":{"text":"Element"},"tracegroupgap":0},"title":{"text":"Daily living elements over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="9dda0ea0-3025-42ed-bf30-7c6251bd8cb8" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("9dda0ea0-3025-42ed-bf30-7c6251bd8cb8")) {                    Plotly.newPlot(                        "9dda0ea0-3025-42ed-bf30-7c6251bd8cb8",                        [{"hovertemplate":"element=enhanced\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"enhanced","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"enhanced","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01"],"xaxis":"x","y":[82.3,82.3,83.1,85.6,87.65,89.15,89.6,92.4],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=standard\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"standard","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"standard","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01"],"xaxis":"x","y":[55.1,55.1,55.65,57.3,58.7,59.7,60.0,61.85],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Year"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Amount(\u00a3m)"},"range":[0,100],"tickformat":",.0f","tickprefix":"\u00a3"},"legend":{"title":{"text":"Element"},"tracegroupgap":0},"title":{"text":"Daily living elements over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('f9dec33a-9eec-4e09-9c97-70e4a8765784');
+var gd = document.getElementById('9dda0ea0-3025-42ed-bf30-7c6251bd8cb8');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
@@ -603,9 +603,9 @@ <h2>PIP Rate Changes<a class="headerlink" href="#pip-rate-changes" title="Permal
 </div>
 </details>
 <div class="cell_output docutils container">
-<div class="output text_html"><div>                            <div id="5324e05a-a9f9-4581-8b0a-ac634316efdd" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("5324e05a-a9f9-4581-8b0a-ac634316efdd")) {                    Plotly.newPlot(                        "5324e05a-a9f9-4581-8b0a-ac634316efdd",                        [{"hovertemplate":"element=enhanced\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"enhanced","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"enhanced","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01"],"xaxis":"x","y":[57.45,57.45,58.0,59.75,61.2,62.25,62.55,64.5],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=standard\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"standard","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"standard","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01"],"xaxis":"x","y":[21.8,21.8,22.0,22.65,23.2,23.6,23.7,24.45],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Year"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Amount(\u00a3m)"},"range":[0,100],"tickformat":",.0f","tickprefix":"\u00a3"},"legend":{"title":{"text":"Element"},"tracegroupgap":0},"title":{"text":"Mobility elements over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+<div class="output text_html"><div>                            <div id="e3108d68-7a12-4b16-900c-b0dfc92d5a42" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("e3108d68-7a12-4b16-900c-b0dfc92d5a42")) {                    Plotly.newPlot(                        "e3108d68-7a12-4b16-900c-b0dfc92d5a42",                        [{"hovertemplate":"element=enhanced\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"enhanced","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"enhanced","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01"],"xaxis":"x","y":[57.45,57.45,58.0,59.75,61.2,62.25,62.55,64.5],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=standard\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"standard","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"standard","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01"],"xaxis":"x","y":[21.8,21.8,22.0,22.65,23.2,23.6,23.7,24.45],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Year"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Amount(\u00a3m)"},"range":[0,100],"tickformat":",.0f","tickprefix":"\u00a3"},"legend":{"title":{"text":"Element"},"tracegroupgap":0},"title":{"text":"Mobility elements over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('5324e05a-a9f9-4581-8b0a-ac634316efdd');
+var gd = document.getElementById('e3108d68-7a12-4b16-900c-b0dfc92d5a42');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/programs/gov/dwp/pension-credit.html b/programs/gov/dwp/pension-credit.html
index d1ad10315..7480b1ad4 100644
--- a/programs/gov/dwp/pension-credit.html
+++ b/programs/gov/dwp/pension-credit.html
@@ -427,9 +427,9 @@ <h2>Pension Credit Rate Changes<a class="headerlink" href="#pension-credit-rate-
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="cccbf4fd-0535-409d-aa69-b592b5d2d617" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("cccbf4fd-0535-409d-aa69-b592b5d2d617")) {                    Plotly.newPlot(                        "cccbf4fd-0535-409d-aa69-b592b5d2d617",                        [{"hovertemplate":"element=Carer\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Carer","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Carer","orientation":"v","showlegend":true,"x":["2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[36.0,36.0,37.5,37.7,38.85,38.85],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Child","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Child","orientation":"v","showlegend":true,"x":["2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[53.34,53.34,54.32,54.6,56.35,56.35],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Disabled child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Disabled child","line":{"color":"#00cc96","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Disabled child","orientation":"v","showlegend":true,"x":["2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[29.02,29.02,29.52,29.66,30.58,30.58],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Severe disabled child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Severe disabled child","line":{"color":"#ab63fa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Severe disabled child","orientation":"v","showlegend":true,"x":["2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[88.34,88.34,92.12,92.54,95.48,95.48],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Severe disabled adult\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Severe disabled adult","line":{"color":"#FFA15A","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Severe disabled adult","orientation":"v","showlegend":true,"x":["2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[64.3,65.85,66.95,67.3,69.4,69.4],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Year"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Amount(\u00a3m)"},"range":[0,100],"tickformat":",.0f","tickprefix":"\u00a3"},"legend":{"title":{"text":"Element"},"tracegroupgap":0},"title":{"text":"Guarantee Credit elements over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="1986d972-00e2-4bb3-9e27-a864769011aa" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("1986d972-00e2-4bb3-9e27-a864769011aa")) {                    Plotly.newPlot(                        "1986d972-00e2-4bb3-9e27-a864769011aa",                        [{"hovertemplate":"element=Carer\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Carer","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Carer","orientation":"v","showlegend":true,"x":["2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[36.0,36.0,37.5,37.7,38.85,38.85],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Child","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Child","orientation":"v","showlegend":true,"x":["2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[53.34,53.34,54.32,54.6,56.35,56.35],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Disabled child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Disabled child","line":{"color":"#00cc96","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Disabled child","orientation":"v","showlegend":true,"x":["2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[29.02,29.02,29.52,29.66,30.58,30.58],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Severe disabled child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Severe disabled child","line":{"color":"#ab63fa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Severe disabled child","orientation":"v","showlegend":true,"x":["2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[88.34,88.34,92.12,92.54,95.48,95.48],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Severe disabled adult\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Severe disabled adult","line":{"color":"#FFA15A","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Severe disabled adult","orientation":"v","showlegend":true,"x":["2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[64.3,65.85,66.95,67.3,69.4,69.4],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Year"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Amount(\u00a3m)"},"range":[0,100],"tickformat":",.0f","tickprefix":"\u00a3"},"legend":{"title":{"text":"Element"},"tracegroupgap":0},"title":{"text":"Guarantee Credit elements over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('cccbf4fd-0535-409d-aa69-b592b5d2d617');
+var gd = document.getElementById('1986d972-00e2-4bb3-9e27-a864769011aa');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
@@ -613,9 +613,9 @@ <h2>Pension Credit Rate Changes<a class="headerlink" href="#pension-credit-rate-
 </div>
 </details>
 <div class="cell_output docutils container">
-<div class="output text_html"><div>                            <div id="09eaa40f-0599-427e-966d-8c45068e2bb4" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("09eaa40f-0599-427e-966d-8c45068e2bb4")) {                    Plotly.newPlot(                        "09eaa40f-0599-427e-966d-8c45068e2bb4",                        [{"hovertemplate":"element=Income threshold (single)\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Income threshold (single)","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Income threshold (single)","orientation":"v","showlegend":true,"x":["2015-01-01","2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01"],"xaxis":"x","y":[126.5,126.5,133.82,137.35,140.67,144.38,150.47,153.7],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Income threshold (couple)\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Income threshold (couple)","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Income threshold (couple)","orientation":"v","showlegend":true,"x":["2015-01-01","2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01"],"xaxis":"x","y":[201.8,201.8,212.97,218.42,223.82,229.67,239.17,244.12],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Year"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Amount(\u00a3m)"},"range":[0,300],"tickformat":",.0f","tickprefix":"\u00a3"},"legend":{"title":{"text":"Element"},"tracegroupgap":0},"title":{"text":"Savings Credit elements over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+<div class="output text_html"><div>                            <div id="2a2fb552-3d64-4eb9-96c2-4b663cc55ddc" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("2a2fb552-3d64-4eb9-96c2-4b663cc55ddc")) {                    Plotly.newPlot(                        "2a2fb552-3d64-4eb9-96c2-4b663cc55ddc",                        [{"hovertemplate":"element=Income threshold (single)\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Income threshold (single)","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Income threshold (single)","orientation":"v","showlegend":true,"x":["2015-01-01","2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01"],"xaxis":"x","y":[126.5,126.5,133.82,137.35,140.67,144.38,150.47,153.7],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Income threshold (couple)\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Income threshold (couple)","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Income threshold (couple)","orientation":"v","showlegend":true,"x":["2015-01-01","2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01"],"xaxis":"x","y":[201.8,201.8,212.97,218.42,223.82,229.67,239.17,244.12],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Year"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Amount(\u00a3m)"},"range":[0,300],"tickformat":",.0f","tickprefix":"\u00a3"},"legend":{"title":{"text":"Element"},"tracegroupgap":0},"title":{"text":"Savings Credit elements over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('09eaa40f-0599-427e-966d-8c45068e2bb4');
+var gd = document.getElementById('2a2fb552-3d64-4eb9-96c2-4b663cc55ddc');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/programs/gov/dwp/universal-credit.html b/programs/gov/dwp/universal-credit.html
index daf3bf797..8fdde0474 100644
--- a/programs/gov/dwp/universal-credit.html
+++ b/programs/gov/dwp/universal-credit.html
@@ -471,9 +471,9 @@ <h2>Universal Credit Rate Changes<a class="headerlink" href="#universal-credit-r
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="301cb81a-e397-4a33-98dc-90cf300dcce2" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("301cb81a-e397-4a33-98dc-90cf300dcce2")) {                    Plotly.newPlot(                        "301cb81a-e397-4a33-98dc-90cf300dcce2",                        [{"hovertemplate":"element=Carer\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Carer","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Carer","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[150.39,150.39,151.89,156.45,160.2,162.92,163.73,168.81,185.86],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Child","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Child","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[231.67,231.67,231.67,231.67,231.67,235.85,237.08,244.58,269.58],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Disabled\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Disabled","line":{"color":"#00cc96","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Disabled","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[315.6,315.6,318.76,328.32,336.2,341.92,343.63,354.28,390.06],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Disabled child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Disabled child","line":{"color":"#ab63fa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Disabled child","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[126.11,126.11,126.11,126.11,126.11,128.25,128.89,132.89,146.31],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=First child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"First child","line":{"color":"#FFA15A","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"First child","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[277.08,277.08,277.08,277.08,277.08,281.25,282.5,290.0,315.0],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Year"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Amount(\u00a3m)"},"range":[0,500],"tickformat":",.0f","tickprefix":"\u00a3"},"legend":{"title":{"text":"Element"},"tracegroupgap":0},"title":{"text":"Universal Credit elements over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="9976224a-95a5-4670-aa66-e11de8e9aa19" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("9976224a-95a5-4670-aa66-e11de8e9aa19")) {                    Plotly.newPlot(                        "9976224a-95a5-4670-aa66-e11de8e9aa19",                        [{"hovertemplate":"element=Carer\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Carer","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Carer","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[150.39,150.39,151.89,156.45,160.2,162.92,163.73,168.81,185.86],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Child","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Child","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[231.67,231.67,231.67,231.67,231.67,235.85,237.08,244.58,269.58],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Disabled\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Disabled","line":{"color":"#00cc96","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Disabled","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[315.6,315.6,318.76,328.32,336.2,341.92,343.63,354.28,390.06],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=Disabled child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Disabled child","line":{"color":"#ab63fa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Disabled child","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[126.11,126.11,126.11,126.11,126.11,128.25,128.89,132.89,146.31],"yaxis":"y","type":"scatter"},{"hovertemplate":"element=First child\u003cbr\u003edate=%{x}\u003cbr\u003eamount=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"First child","line":{"color":"#FFA15A","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"First child","orientation":"v","showlegend":true,"x":["2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01"],"xaxis":"x","y":[277.08,277.08,277.08,277.08,277.08,281.25,282.5,290.0,315.0],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Year"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Amount(\u00a3m)"},"range":[0,500],"tickformat":",.0f","tickprefix":"\u00a3"},"legend":{"title":{"text":"Element"},"tracegroupgap":0},"title":{"text":"Universal Credit elements over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('301cb81a-e397-4a33-98dc-90cf300dcce2');
+var gd = document.getElementById('9976224a-95a5-4670-aa66-e11de8e9aa19');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/programs/gov/hmrc/child-benefit.html b/programs/gov/hmrc/child-benefit.html
index a6e93b1a1..ab8c179d9 100644
--- a/programs/gov/hmrc/child-benefit.html
+++ b/programs/gov/hmrc/child-benefit.html
@@ -280,13 +280,13 @@ <h2>Payment levels<a class="headerlink" href="#payment-levels" title="Permalink
 <div class="cell_output docutils container">
 <div class="output text_html"><style type="text/css">
 </style>
-<table id="T_f82ed">
+<table id="T_c760f">
   <thead>
     <tr>
       <th class="blank" >&nbsp;</th>
       <th class="blank level0" >&nbsp;</th>
-      <th id="T_f82ed_level0_col0" class="col_heading level0 col0" >Value</th>
-      <th id="T_f82ed_level0_col1" class="col_heading level0 col1" >Reference</th>
+      <th id="T_c760f_level0_col0" class="col_heading level0 col0" >Value</th>
+      <th id="T_c760f_level0_col1" class="col_heading level0 col1" >Reference</th>
     </tr>
     <tr>
       <th class="index_name level0" >Date</th>
@@ -297,180 +297,180 @@ <h2>Payment levels<a class="headerlink" href="#payment-levels" title="Permalink
   </thead>
   <tbody>
     <tr>
-      <th id="T_f82ed_level0_row0" class="row_heading level0 row0" rowspan="2">2007-04-09</th>
-      <th id="T_f82ed_level1_row0" class="row_heading level1 row0" >Eldest</th>
-      <td id="T_f82ed_row0_col0" class="data row0 col0" >£18.80</td>
-      <td id="T_f82ed_row0_col1" class="data row0 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c760f_level0_row0" class="row_heading level0 row0" rowspan="2">2007-04-09</th>
+      <th id="T_c760f_level1_row0" class="row_heading level1 row0" >Eldest</th>
+      <td id="T_c760f_row0_col0" class="data row0 col0" >£18.80</td>
+      <td id="T_c760f_row0_col1" class="data row0 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row1" class="row_heading level1 row1" >Additional</th>
-      <td id="T_f82ed_row1_col0" class="data row1 col0" >£12.10</td>
-      <td id="T_f82ed_row1_col1" class="data row1 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c760f_level1_row1" class="row_heading level1 row1" >Additional</th>
+      <td id="T_c760f_row1_col0" class="data row1 col0" >£12.10</td>
+      <td id="T_c760f_row1_col1" class="data row1 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row2" class="row_heading level0 row2" rowspan="2">2009-01-05</th>
-      <th id="T_f82ed_level1_row2" class="row_heading level1 row2" >Additional</th>
-      <td id="T_f82ed_row2_col0" class="data row2 col0" >£13.20</td>
-      <td id="T_f82ed_row2_col1" class="data row2 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c760f_level0_row2" class="row_heading level0 row2" rowspan="2">2009-01-05</th>
+      <th id="T_c760f_level1_row2" class="row_heading level1 row2" >Additional</th>
+      <td id="T_c760f_row2_col0" class="data row2 col0" >£13.20</td>
+      <td id="T_c760f_row2_col1" class="data row2 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row3" class="row_heading level1 row3" >Eldest</th>
-      <td id="T_f82ed_row3_col0" class="data row3 col0" >£20.00</td>
-      <td id="T_f82ed_row3_col1" class="data row3 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c760f_level1_row3" class="row_heading level1 row3" >Eldest</th>
+      <td id="T_c760f_row3_col0" class="data row3 col0" >£20.00</td>
+      <td id="T_c760f_row3_col1" class="data row3 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row4" class="row_heading level0 row4" rowspan="2">2010-04-12</th>
-      <th id="T_f82ed_level1_row4" class="row_heading level1 row4" >Eldest</th>
-      <td id="T_f82ed_row4_col0" class="data row4 col0" >£20.30</td>
-      <td id="T_f82ed_row4_col1" class="data row4 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c760f_level0_row4" class="row_heading level0 row4" rowspan="2">2010-04-12</th>
+      <th id="T_c760f_level1_row4" class="row_heading level1 row4" >Eldest</th>
+      <td id="T_c760f_row4_col0" class="data row4 col0" >£20.30</td>
+      <td id="T_c760f_row4_col1" class="data row4 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row5" class="row_heading level1 row5" >Additional</th>
-      <td id="T_f82ed_row5_col0" class="data row5 col0" >£13.40</td>
-      <td id="T_f82ed_row5_col1" class="data row5 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c760f_level1_row5" class="row_heading level1 row5" >Additional</th>
+      <td id="T_c760f_row5_col0" class="data row5 col0" >£13.40</td>
+      <td id="T_c760f_row5_col1" class="data row5 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row6" class="row_heading level0 row6" rowspan="2">2014-04-07</th>
-      <th id="T_f82ed_level1_row6" class="row_heading level1 row6" >Additional</th>
-      <td id="T_f82ed_row6_col0" class="data row6 col0" >£13.55</td>
-      <td id="T_f82ed_row6_col1" class="data row6 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c760f_level0_row6" class="row_heading level0 row6" rowspan="2">2014-04-07</th>
+      <th id="T_c760f_level1_row6" class="row_heading level1 row6" >Additional</th>
+      <td id="T_c760f_row6_col0" class="data row6 col0" >£13.55</td>
+      <td id="T_c760f_row6_col1" class="data row6 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row7" class="row_heading level1 row7" >Eldest</th>
-      <td id="T_f82ed_row7_col0" class="data row7 col0" >£20.50</td>
-      <td id="T_f82ed_row7_col1" class="data row7 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c760f_level1_row7" class="row_heading level1 row7" >Eldest</th>
+      <td id="T_c760f_row7_col0" class="data row7 col0" >£20.50</td>
+      <td id="T_c760f_row7_col1" class="data row7 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row8" class="row_heading level0 row8" rowspan="2">2015-01-01</th>
-      <th id="T_f82ed_level1_row8" class="row_heading level1 row8" >Additional</th>
-      <td id="T_f82ed_row8_col0" class="data row8 col0" >£13.70</td>
-      <td id="T_f82ed_row8_col1" class="data row8 col1" ></td>
+      <th id="T_c760f_level0_row8" class="row_heading level0 row8" rowspan="2">2015-01-01</th>
+      <th id="T_c760f_level1_row8" class="row_heading level1 row8" >Additional</th>
+      <td id="T_c760f_row8_col0" class="data row8 col0" >£13.70</td>
+      <td id="T_c760f_row8_col1" class="data row8 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row9" class="row_heading level1 row9" >Eldest</th>
-      <td id="T_f82ed_row9_col0" class="data row9 col0" >£20.70</td>
-      <td id="T_f82ed_row9_col1" class="data row9 col1" ></td>
+      <th id="T_c760f_level1_row9" class="row_heading level1 row9" >Eldest</th>
+      <td id="T_c760f_row9_col0" class="data row9 col0" >£20.70</td>
+      <td id="T_c760f_row9_col1" class="data row9 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row10" class="row_heading level0 row10" rowspan="2">2016-01-01</th>
-      <th id="T_f82ed_level1_row10" class="row_heading level1 row10" >Additional</th>
-      <td id="T_f82ed_row10_col0" class="data row10 col0" >£13.70</td>
-      <td id="T_f82ed_row10_col1" class="data row10 col1" ></td>
+      <th id="T_c760f_level0_row10" class="row_heading level0 row10" rowspan="2">2016-01-01</th>
+      <th id="T_c760f_level1_row10" class="row_heading level1 row10" >Additional</th>
+      <td id="T_c760f_row10_col0" class="data row10 col0" >£13.70</td>
+      <td id="T_c760f_row10_col1" class="data row10 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row11" class="row_heading level1 row11" >Eldest</th>
-      <td id="T_f82ed_row11_col0" class="data row11 col0" >£20.70</td>
-      <td id="T_f82ed_row11_col1" class="data row11 col1" ></td>
+      <th id="T_c760f_level1_row11" class="row_heading level1 row11" >Eldest</th>
+      <td id="T_c760f_row11_col0" class="data row11 col0" >£20.70</td>
+      <td id="T_c760f_row11_col1" class="data row11 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row12" class="row_heading level0 row12" rowspan="2">2017-01-01</th>
-      <th id="T_f82ed_level1_row12" class="row_heading level1 row12" >Additional</th>
-      <td id="T_f82ed_row12_col0" class="data row12 col0" >£13.70</td>
-      <td id="T_f82ed_row12_col1" class="data row12 col1" ></td>
+      <th id="T_c760f_level0_row12" class="row_heading level0 row12" rowspan="2">2017-01-01</th>
+      <th id="T_c760f_level1_row12" class="row_heading level1 row12" >Additional</th>
+      <td id="T_c760f_row12_col0" class="data row12 col0" >£13.70</td>
+      <td id="T_c760f_row12_col1" class="data row12 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row13" class="row_heading level1 row13" >Eldest</th>
-      <td id="T_f82ed_row13_col0" class="data row13 col0" >£20.70</td>
-      <td id="T_f82ed_row13_col1" class="data row13 col1" ></td>
+      <th id="T_c760f_level1_row13" class="row_heading level1 row13" >Eldest</th>
+      <td id="T_c760f_row13_col0" class="data row13 col0" >£20.70</td>
+      <td id="T_c760f_row13_col1" class="data row13 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row14" class="row_heading level0 row14" rowspan="2">2018-01-01</th>
-      <th id="T_f82ed_level1_row14" class="row_heading level1 row14" >Additional</th>
-      <td id="T_f82ed_row14_col0" class="data row14 col0" >£13.70</td>
-      <td id="T_f82ed_row14_col1" class="data row14 col1" ></td>
+      <th id="T_c760f_level0_row14" class="row_heading level0 row14" rowspan="2">2018-01-01</th>
+      <th id="T_c760f_level1_row14" class="row_heading level1 row14" >Additional</th>
+      <td id="T_c760f_row14_col0" class="data row14 col0" >£13.70</td>
+      <td id="T_c760f_row14_col1" class="data row14 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row15" class="row_heading level1 row15" >Eldest</th>
-      <td id="T_f82ed_row15_col0" class="data row15 col0" >£20.70</td>
-      <td id="T_f82ed_row15_col1" class="data row15 col1" ></td>
+      <th id="T_c760f_level1_row15" class="row_heading level1 row15" >Eldest</th>
+      <td id="T_c760f_row15_col0" class="data row15 col0" >£20.70</td>
+      <td id="T_c760f_row15_col1" class="data row15 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row16" class="row_heading level0 row16" rowspan="2">2019-01-01</th>
-      <th id="T_f82ed_level1_row16" class="row_heading level1 row16" >Eldest</th>
-      <td id="T_f82ed_row16_col0" class="data row16 col0" >£20.70</td>
-      <td id="T_f82ed_row16_col1" class="data row16 col1" ></td>
+      <th id="T_c760f_level0_row16" class="row_heading level0 row16" rowspan="2">2019-01-01</th>
+      <th id="T_c760f_level1_row16" class="row_heading level1 row16" >Eldest</th>
+      <td id="T_c760f_row16_col0" class="data row16 col0" >£20.70</td>
+      <td id="T_c760f_row16_col1" class="data row16 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row17" class="row_heading level1 row17" >Additional</th>
-      <td id="T_f82ed_row17_col0" class="data row17 col0" >£13.70</td>
-      <td id="T_f82ed_row17_col1" class="data row17 col1" ></td>
+      <th id="T_c760f_level1_row17" class="row_heading level1 row17" >Additional</th>
+      <td id="T_c760f_row17_col0" class="data row17 col0" >£13.70</td>
+      <td id="T_c760f_row17_col1" class="data row17 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row18" class="row_heading level0 row18" rowspan="2">2020-01-01</th>
-      <th id="T_f82ed_level1_row18" class="row_heading level1 row18" >Additional</th>
-      <td id="T_f82ed_row18_col0" class="data row18 col0" >£13.95</td>
-      <td id="T_f82ed_row18_col1" class="data row18 col1" ></td>
+      <th id="T_c760f_level0_row18" class="row_heading level0 row18" rowspan="2">2020-01-01</th>
+      <th id="T_c760f_level1_row18" class="row_heading level1 row18" >Additional</th>
+      <td id="T_c760f_row18_col0" class="data row18 col0" >£13.95</td>
+      <td id="T_c760f_row18_col1" class="data row18 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row19" class="row_heading level1 row19" >Eldest</th>
-      <td id="T_f82ed_row19_col0" class="data row19 col0" >£21.05</td>
-      <td id="T_f82ed_row19_col1" class="data row19 col1" ></td>
+      <th id="T_c760f_level1_row19" class="row_heading level1 row19" >Eldest</th>
+      <td id="T_c760f_row19_col0" class="data row19 col0" >£21.05</td>
+      <td id="T_c760f_row19_col1" class="data row19 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row20" class="row_heading level0 row20" rowspan="2">2021-01-01</th>
-      <th id="T_f82ed_level1_row20" class="row_heading level1 row20" >Eldest</th>
-      <td id="T_f82ed_row20_col0" class="data row20 col0" >£21.15</td>
-      <td id="T_f82ed_row20_col1" class="data row20 col1" ></td>
+      <th id="T_c760f_level0_row20" class="row_heading level0 row20" rowspan="2">2021-01-01</th>
+      <th id="T_c760f_level1_row20" class="row_heading level1 row20" >Eldest</th>
+      <td id="T_c760f_row20_col0" class="data row20 col0" >£21.15</td>
+      <td id="T_c760f_row20_col1" class="data row20 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row21" class="row_heading level1 row21" >Additional</th>
-      <td id="T_f82ed_row21_col0" class="data row21 col0" >£14.00</td>
-      <td id="T_f82ed_row21_col1" class="data row21 col1" ></td>
+      <th id="T_c760f_level1_row21" class="row_heading level1 row21" >Additional</th>
+      <td id="T_c760f_row21_col0" class="data row21 col0" >£14.00</td>
+      <td id="T_c760f_row21_col1" class="data row21 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row22" class="row_heading level0 row22" rowspan="2">2022-01-01</th>
-      <th id="T_f82ed_level1_row22" class="row_heading level1 row22" >Eldest</th>
-      <td id="T_f82ed_row22_col0" class="data row22 col0" >£21.80</td>
-      <td id="T_f82ed_row22_col1" class="data row22 col1" ></td>
+      <th id="T_c760f_level0_row22" class="row_heading level0 row22" rowspan="2">2022-01-01</th>
+      <th id="T_c760f_level1_row22" class="row_heading level1 row22" >Eldest</th>
+      <td id="T_c760f_row22_col0" class="data row22 col0" >£21.80</td>
+      <td id="T_c760f_row22_col1" class="data row22 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row23" class="row_heading level1 row23" >Additional</th>
-      <td id="T_f82ed_row23_col0" class="data row23 col0" >£14.45</td>
-      <td id="T_f82ed_row23_col1" class="data row23 col1" ></td>
+      <th id="T_c760f_level1_row23" class="row_heading level1 row23" >Additional</th>
+      <td id="T_c760f_row23_col0" class="data row23 col0" >£14.45</td>
+      <td id="T_c760f_row23_col1" class="data row23 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row24" class="row_heading level0 row24" rowspan="2">2023-01-01</th>
-      <th id="T_f82ed_level1_row24" class="row_heading level1 row24" >Eldest</th>
-      <td id="T_f82ed_row24_col0" class="data row24 col0" >£24.00</td>
-      <td id="T_f82ed_row24_col1" class="data row24 col1" ></td>
+      <th id="T_c760f_level0_row24" class="row_heading level0 row24" rowspan="2">2023-01-01</th>
+      <th id="T_c760f_level1_row24" class="row_heading level1 row24" >Eldest</th>
+      <td id="T_c760f_row24_col0" class="data row24 col0" >£24.00</td>
+      <td id="T_c760f_row24_col1" class="data row24 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row25" class="row_heading level1 row25" >Additional</th>
-      <td id="T_f82ed_row25_col0" class="data row25 col0" >£15.90</td>
-      <td id="T_f82ed_row25_col1" class="data row25 col1" ></td>
+      <th id="T_c760f_level1_row25" class="row_heading level1 row25" >Additional</th>
+      <td id="T_c760f_row25_col0" class="data row25 col0" >£15.90</td>
+      <td id="T_c760f_row25_col1" class="data row25 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row26" class="row_heading level0 row26" rowspan="2">2024-01-01</th>
-      <th id="T_f82ed_level1_row26" class="row_heading level1 row26" >Eldest</th>
-      <td id="T_f82ed_row26_col0" class="data row26 col0" >£25.60</td>
-      <td id="T_f82ed_row26_col1" class="data row26 col1" ></td>
+      <th id="T_c760f_level0_row26" class="row_heading level0 row26" rowspan="2">2024-01-01</th>
+      <th id="T_c760f_level1_row26" class="row_heading level1 row26" >Eldest</th>
+      <td id="T_c760f_row26_col0" class="data row26 col0" >£25.60</td>
+      <td id="T_c760f_row26_col1" class="data row26 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row27" class="row_heading level1 row27" >Additional</th>
-      <td id="T_f82ed_row27_col0" class="data row27 col0" >£16.95</td>
-      <td id="T_f82ed_row27_col1" class="data row27 col1" ></td>
+      <th id="T_c760f_level1_row27" class="row_heading level1 row27" >Additional</th>
+      <td id="T_c760f_row27_col0" class="data row27 col0" >£16.95</td>
+      <td id="T_c760f_row27_col1" class="data row27 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row28" class="row_heading level0 row28" rowspan="2">2025-01-01</th>
-      <th id="T_f82ed_level1_row28" class="row_heading level1 row28" >Eldest</th>
-      <td id="T_f82ed_row28_col0" class="data row28 col0" >£25.60</td>
-      <td id="T_f82ed_row28_col1" class="data row28 col1" ></td>
+      <th id="T_c760f_level0_row28" class="row_heading level0 row28" rowspan="2">2025-01-01</th>
+      <th id="T_c760f_level1_row28" class="row_heading level1 row28" >Eldest</th>
+      <td id="T_c760f_row28_col0" class="data row28 col0" >£25.60</td>
+      <td id="T_c760f_row28_col1" class="data row28 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row29" class="row_heading level1 row29" >Additional</th>
-      <td id="T_f82ed_row29_col0" class="data row29 col0" >£16.95</td>
-      <td id="T_f82ed_row29_col1" class="data row29 col1" ></td>
+      <th id="T_c760f_level1_row29" class="row_heading level1 row29" >Additional</th>
+      <td id="T_c760f_row29_col0" class="data row29 col0" >£16.95</td>
+      <td id="T_c760f_row29_col1" class="data row29 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level0_row30" class="row_heading level0 row30" rowspan="2">2026-01-01</th>
-      <th id="T_f82ed_level1_row30" class="row_heading level1 row30" >Additional</th>
-      <td id="T_f82ed_row30_col0" class="data row30 col0" >£16.95</td>
-      <td id="T_f82ed_row30_col1" class="data row30 col1" ></td>
+      <th id="T_c760f_level0_row30" class="row_heading level0 row30" rowspan="2">2026-01-01</th>
+      <th id="T_c760f_level1_row30" class="row_heading level1 row30" >Additional</th>
+      <td id="T_c760f_row30_col0" class="data row30 col0" >£16.95</td>
+      <td id="T_c760f_row30_col1" class="data row30 col1" ></td>
     </tr>
     <tr>
-      <th id="T_f82ed_level1_row31" class="row_heading level1 row31" >Eldest</th>
-      <td id="T_f82ed_row31_col0" class="data row31 col0" >£25.60</td>
-      <td id="T_f82ed_row31_col1" class="data row31 col1" ></td>
+      <th id="T_c760f_level1_row31" class="row_heading level1 row31" >Eldest</th>
+      <td id="T_c760f_row31_col0" class="data row31 col0" >£25.60</td>
+      <td id="T_c760f_row31_col1" class="data row31 col1" ></td>
     </tr>
   </tbody>
 </table>
@@ -513,7 +513,7 @@ <h2>Examples<a class="headerlink" href="#examples" title="Permalink to this head
 <div class="cell_output docutils container">
 <div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
 <span class="ne">ImportError</span><span class="g g-Whitespace">                               </span>Traceback (most recent call last)
-<span class="nn">/tmp/ipykernel_2447/935488397.py</span> in <span class="ni">&lt;cell line: 1&gt;</span><span class="nt">()</span>
+<span class="nn">/tmp/ipykernel_2289/935488397.py</span> in <span class="ni">&lt;cell line: 1&gt;</span><span class="nt">()</span>
 <span class="ne">----&gt; </span><span class="mi">1</span> <span class="kn">from</span> <span class="nn">policyengine_uk</span> <span class="kn">import</span> <span class="n">IndividualSim</span>
 <span class="g g-Whitespace">      </span><span class="mi">2</span> 
 <span class="g g-Whitespace">      </span><span class="mi">3</span> 
diff --git a/programs/gov/hmrc/fuel-duty.html b/programs/gov/hmrc/fuel-duty.html
index 68383e799..63b004344 100644
--- a/programs/gov/hmrc/fuel-duty.html
+++ b/programs/gov/hmrc/fuel-duty.html
@@ -442,9 +442,9 @@ <h2>Fuel Duty Rate<a class="headerlink" href="#fuel-duty-rate" title="Permalink
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="bf1736f3-b701-4bc2-905a-1646edffdec4" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("bf1736f3-b701-4bc2-905a-1646edffdec4")) {                    Plotly.newPlot(                        "bf1736f3-b701-4bc2-905a-1646edffdec4",                        [{"hovertemplate":"Date of change=%{x}\u003cbr\u003eFuel duty rate (\u00a3\u002flitre)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","line":{"color":"#2C6496","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"","orientation":"v","showlegend":false,"x":["2010-04-01","2010-10-01","2011-01-01","2011-03-23","2012-01-01","2013-04-01","2015-01-01","2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01","2025-01-01","2026-01-01","2026-04-01","2026-07-01","2026-10-01","2027-01-01","2027-04-01","2027-07-01","2027-10-01","2028-01-01"],"xaxis":"x","y":[0.5719,0.5819,0.5895,0.5795,0.6097,0.5795,0.5795,0.5795,0.5795,0.5795,0.5795,0.5795,0.5795,0.5295,0.5295,0.5795,0.5838785127253446,0.5839092391304348,0.5928967126193001,0.5969986876988336,0.6032976007423119,0.5990419936373277,0.6090434384941675,0.6143744697773065,0.6212571845174973,0.6175392895015906],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Date"},"tickformat":"%Y","tickfont":{"size":10},"tickangle":45},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Fuel duty rate per litre"},"tickprefix":"\u00a3","tickformat":",.2f"},"legend":{"tracegroupgap":0},"title":{"text":"Fuel duty rate on petrol and giesel"},"height":600,"width":800},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="99d09d93-93f1-4313-a8e0-835f7e6502d0" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("99d09d93-93f1-4313-a8e0-835f7e6502d0")) {                    Plotly.newPlot(                        "99d09d93-93f1-4313-a8e0-835f7e6502d0",                        [{"hovertemplate":"Date of change=%{x}\u003cbr\u003eFuel duty rate (\u00a3\u002flitre)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","line":{"color":"#2C6496","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"","orientation":"v","showlegend":false,"x":["2010-04-01","2010-10-01","2011-01-01","2011-03-23","2012-01-01","2013-04-01","2015-01-01","2016-01-01","2017-01-01","2018-01-01","2019-01-01","2020-01-01","2021-01-01","2022-01-01","2023-01-01","2024-01-01","2025-01-01","2026-01-01","2026-04-01","2026-07-01","2026-10-01","2027-01-01","2027-04-01","2027-07-01","2027-10-01","2028-01-01"],"xaxis":"x","y":[0.5719,0.5819,0.5895,0.5795,0.6097,0.5795,0.5795,0.5795,0.5795,0.5795,0.5795,0.5795,0.5795,0.5295,0.5295,0.5795,0.5838785127253446,0.5839092391304348,0.5928967126193001,0.5969986876988336,0.6032976007423119,0.5990419936373277,0.6090434384941675,0.6143744697773065,0.6212571845174973,0.6175392895015906],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Date"},"tickformat":"%Y","tickfont":{"size":10},"tickangle":45},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Fuel duty rate per litre"},"tickprefix":"\u00a3","tickformat":",.2f"},"legend":{"tracegroupgap":0},"title":{"text":"Fuel duty rate on petrol and giesel"},"height":600,"width":800},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('bf1736f3-b701-4bc2-905a-1646edffdec4');
+var gd = document.getElementById('99d09d93-93f1-4313-a8e0-835f7e6502d0');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/programs/gov/hmrc/income-tax.html b/programs/gov/hmrc/income-tax.html
index 186b24e33..1fe4b0b18 100644
--- a/programs/gov/hmrc/income-tax.html
+++ b/programs/gov/hmrc/income-tax.html
@@ -882,9 +882,9 @@ <h2>Simulation<a class="headerlink" href="#simulation" title="Permalink to this
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="8d9eb828-a20c-4be1-bd63-102ff712e5a9" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("8d9eb828-a20c-4be1-bd63-102ff712e5a9")) {                    Plotly.newPlot(                        "8d9eb828-a20c-4be1-bd63-102ff712e5a9",                        [{"hovertemplate":"Tax type=Income tax\u003cbr\u003eEmployment income=%{x}\u003cbr\u003eIncome tax (\u00a3)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Income tax","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Income tax","showlegend":true,"x":[0.0,200.2001953125,400.400390625,600.6005859375,800.80078125,1001.0009765625,1201.201171875,1401.4013671875,1601.6015625,1801.8017578125,2002.001953125,2202.2021484375,2402.40234375,2602.6025390625,2802.802734375,3003.0029296875,3203.203125,3403.4033203125,3603.603515625,3803.8037109375,4004.00390625,4204.2041015625,4404.404296875,4604.6044921875,4804.8046875,5005.0048828125,5205.205078125,5405.4052734375,5605.60546875,5805.8056640625,6006.005859375,6206.2060546875,6406.40625,6606.6064453125,6806.806640625,7007.0068359375,7207.20703125,7407.4072265625,7607.607421875,7807.8076171875,8008.0078125,8208.2080078125,8408.408203125,8608.6083984375,8808.80859375,9009.0087890625,9209.208984375,9409.4091796875,9609.609375,9809.8095703125,10010.009765625,10210.2099609375,10410.41015625,10610.6103515625,10810.810546875,11011.0107421875,11211.2109375,11411.4111328125,11611.611328125,11811.8115234375,12012.01171875,12212.2119140625,12412.412109375,12612.6123046875,12812.8125,13013.0126953125,13213.212890625,13413.4130859375,13613.61328125,13813.8134765625,14014.013671875,14214.2138671875,14414.4140625,14614.6142578125,14814.814453125,15015.0146484375,15215.21484375,15415.4150390625,15615.615234375,15815.8154296875,16016.015625,16216.2158203125,16416.416015625,16616.6171875,16816.81640625,17017.017578125,17217.216796875,17417.41796875,17617.6171875,17817.818359375,18018.017578125,18218.21875,18418.41796875,18618.619140625,18818.818359375,19019.01953125,19219.21875,19419.419921875,19619.619140625,19819.8203125,20020.01953125,20220.220703125,20420.419921875,20620.62109375,20820.8203125,21021.021484375,21221.220703125,21421.421875,21621.62109375,21821.822265625,22022.021484375,22222.22265625,22422.421875,22622.623046875,22822.822265625,23023.0234375,23223.22265625,23423.423828125,23623.623046875,23823.82421875,24024.0234375,24224.224609375,24424.423828125,24624.625,24824.82421875,25025.025390625,25225.224609375,25425.42578125,25625.625,25825.826171875,26026.025390625,26226.2265625,26426.42578125,26626.626953125,26826.826171875,27027.02734375,27227.2265625,27427.427734375,27627.626953125,27827.828125,28028.02734375,28228.228515625,28428.427734375,28628.62890625,28828.828125,29029.029296875,29229.228515625,29429.4296875,29629.62890625,29829.830078125,30030.029296875,30230.23046875,30430.4296875,30630.630859375,30830.830078125,31031.03125,31231.23046875,31431.431640625,31631.630859375,31831.83203125,32032.03125,32232.232421875,32432.431640625,32632.6328125,32832.83203125,33033.03125,33233.234375,33433.43359375,33633.6328125,33833.83203125,34034.03515625,34234.234375,34434.43359375,34634.6328125,34834.8359375,35035.03515625,35235.234375,35435.43359375,35635.63671875,35835.8359375,36036.03515625,36236.234375,36436.4375,36636.63671875,36836.8359375,37037.03515625,37237.23828125,37437.4375,37637.63671875,37837.8359375,38038.0390625,38238.23828125,38438.4375,38638.63671875,38838.83984375,39039.0390625,39239.23828125,39439.4375,39639.640625,39839.83984375,40040.0390625,40240.2421875,40440.44140625,40640.640625,40840.83984375,41041.04296875,41241.2421875,41441.44140625,41641.640625,41841.84375,42042.04296875,42242.2421875,42442.44140625,42642.64453125,42842.84375,43043.04296875,43243.2421875,43443.4453125,43643.64453125,43843.84375,44044.04296875,44244.24609375,44444.4453125,44644.64453125,44844.84375,45045.046875,45245.24609375,45445.4453125,45645.64453125,45845.84765625,46046.046875,46246.24609375,46446.4453125,46646.6484375,46846.84765625,47047.046875,47247.24609375,47447.44921875,47647.6484375,47847.84765625,48048.046875,48248.25,48448.44921875,48648.6484375,48848.84765625,49049.05078125,49249.25,49449.44921875,49649.6484375,49849.8515625,50050.05078125,50250.25,50450.44921875,50650.65234375,50850.8515625,51051.05078125,51251.25,51451.453125,51651.65234375,51851.8515625,52052.05078125,52252.25390625,52452.453125,52652.65234375,52852.8515625,53053.0546875,53253.25390625,53453.453125,53653.65234375,53853.85546875,54054.0546875,54254.25390625,54454.453125,54654.65625,54854.85546875,55055.0546875,55255.25390625,55455.45703125,55655.65625,55855.85546875,56056.0546875,56256.2578125,56456.45703125,56656.65625,56856.85546875,57057.05859375,57257.2578125,57457.45703125,57657.65625,57857.859375,58058.05859375,58258.2578125,58458.45703125,58658.66015625,58858.859375,59059.05859375,59259.2578125,59459.4609375,59659.66015625,59859.859375,60060.05859375,60260.26171875,60460.4609375,60660.66015625,60860.859375,61061.0625,61261.26171875,61461.4609375,61661.66015625,61861.86328125,62062.0625,62262.26171875,62462.4609375,62662.6640625,62862.86328125,63063.0625,63263.26171875,63463.46484375,63663.6640625,63863.86328125,64064.0625,64264.265625,64464.46484375,64664.6640625,64864.86328125,65065.06640625,65265.265625,65465.46484375,65665.6640625,65865.8671875,66066.0625,66266.265625,66466.46875,66666.6640625,66866.8671875,67067.0703125,67267.265625,67467.46875,67667.6640625,67867.8671875,68068.0703125,68268.265625,68468.46875,68668.671875,68868.8671875,69069.0703125,69269.265625,69469.46875,69669.671875,69869.8671875,70070.0703125,70270.2734375,70470.46875,70670.671875,70870.8671875,71071.0703125,71271.2734375,71471.46875,71671.671875,71871.875,72072.0703125,72272.2734375,72472.46875,72672.671875,72872.875,73073.0703125,73273.2734375,73473.4765625,73673.671875,73873.875,74074.0703125,74274.2734375,74474.4765625,74674.671875,74874.875,75075.078125,75275.2734375,75475.4765625,75675.671875,75875.875,76076.078125,76276.2734375,76476.4765625,76676.6796875,76876.875,77077.078125,77277.2734375,77477.4765625,77677.6796875,77877.875,78078.078125,78278.28125,78478.4765625,78678.6796875,78878.875,79079.078125,79279.28125,79479.4765625,79679.6796875,79879.8828125,80080.078125,80280.28125,80480.484375,80680.6796875,80880.8828125,81081.078125,81281.28125,81481.484375,81681.6796875,81881.8828125,82082.0859375,82282.28125,82482.484375,82682.6796875,82882.8828125,83083.0859375,83283.28125,83483.484375,83683.6875,83883.8828125,84084.0859375,84284.28125,84484.484375,84684.6875,84884.8828125,85085.0859375,85285.2890625,85485.484375,85685.6875,85885.8828125,86086.0859375,86286.2890625,86486.484375,86686.6875,86886.890625,87087.0859375,87287.2890625,87487.484375,87687.6875,87887.890625,88088.0859375,88288.2890625,88488.4921875,88688.6875,88888.890625,89089.0859375,89289.2890625,89489.4921875,89689.6875,89889.890625,90090.09375,90290.2890625,90490.4921875,90690.6875,90890.890625,91091.09375,91291.2890625,91491.4921875,91691.6953125,91891.890625,92092.09375,92292.2890625,92492.4921875,92692.6953125,92892.890625,93093.09375,93293.296875,93493.4921875,93693.6953125,93893.890625,94094.09375,94294.296875,94494.4921875,94694.6953125,94894.8984375,95095.09375,95295.296875,95495.4921875,95695.6953125,95895.8984375,96096.09375,96296.296875,96496.5,96696.6953125,96896.8984375,97097.09375,97297.296875,97497.5,97697.6953125,97897.8984375,98098.1015625,98298.296875,98498.5,98698.6953125,98898.8984375,99099.1015625,99299.296875,99499.5,99699.703125,99899.8984375,100100.1015625,100300.296875,100500.5,100700.703125,100900.8984375,101101.1015625,101301.3046875,101501.5,101701.703125,101901.8984375,102102.1015625,102302.3046875,102502.5,102702.703125,102902.90625,103103.1015625,103303.3046875,103503.5,103703.703125,103903.90625,104104.1015625,104304.3046875,104504.5078125,104704.703125,104904.90625,105105.1015625,105305.3046875,105505.5078125,105705.703125,105905.90625,106106.109375,106306.3046875,106506.5078125,106706.703125,106906.90625,107107.109375,107307.3046875,107507.5078125,107707.7109375,107907.90625,108108.109375,108308.3046875,108508.5078125,108708.7109375,108908.90625,109109.109375,109309.3125,109509.5078125,109709.7109375,109909.90625,110110.109375,110310.3125,110510.5078125,110710.7109375,110910.9140625,111111.109375,111311.3125,111511.5078125,111711.7109375,111911.9140625,112112.109375,112312.3125,112512.515625,112712.7109375,112912.9140625,113113.109375,113313.3125,113513.515625,113713.7109375,113913.9140625,114114.1171875,114314.3125,114514.515625,114714.7109375,114914.9140625,115115.1171875,115315.3125,115515.515625,115715.71875,115915.9140625,116116.1171875,116316.3125,116516.515625,116716.71875,116916.9140625,117117.1171875,117317.3203125,117517.515625,117717.71875,117917.9140625,118118.1171875,118318.3203125,118518.515625,118718.71875,118918.921875,119119.1171875,119319.3203125,119519.515625,119719.71875,119919.921875,120120.1171875,120320.3203125,120520.5234375,120720.71875,120920.921875,121121.125,121321.3203125,121521.5234375,121721.71875,121921.921875,122122.125,122322.3203125,122522.5234375,122722.7265625,122922.921875,123123.125,123323.3203125,123523.5234375,123723.7265625,123923.921875,124124.125,124324.328125,124524.5234375,124724.7265625,124924.921875,125125.125,125325.328125,125525.5234375,125725.7265625,125925.9296875,126126.125,126326.328125,126526.5234375,126726.7265625,126926.9296875,127127.125,127327.328125,127527.53125,127727.7265625,127927.9296875,128128.125,128328.328125,128528.53125,128728.7265625,128928.9296875,129129.1328125,129329.328125,129529.53125,129729.7265625,129929.9296875,130130.1328125,130330.328125,130530.53125,130730.734375,130930.9296875,131131.125,131331.328125,131531.53125,131731.734375,131931.9375,132132.125,132332.328125,132532.53125,132732.734375,132932.9375,133133.140625,133333.328125,133533.53125,133733.734375,133933.9375,134134.140625,134334.328125,134534.53125,134734.734375,134934.9375,135135.140625,135335.328125,135535.53125,135735.734375,135935.9375,136136.140625,136336.34375,136536.53125,136736.734375,136936.9375,137137.140625,137337.34375,137537.53125,137737.734375,137937.9375,138138.140625,138338.34375,138538.53125,138738.734375,138938.9375,139139.140625,139339.34375,139539.546875,139739.734375,139939.9375,140140.140625,140340.34375,140540.546875,140740.734375,140940.9375,141141.140625,141341.34375,141541.546875,141741.734375,141941.9375,142142.140625,142342.34375,142542.546875,142742.75,142942.9375,143143.140625,143343.34375,143543.546875,143743.75,143943.9375,144144.140625,144344.34375,144544.546875,144744.75,144944.9375,145145.140625,145345.34375,145545.546875,145745.75,145945.953125,146146.140625,146346.34375,146546.546875,146746.75,146946.953125,147147.140625,147347.34375,147547.546875,147747.75,147947.953125,148148.140625,148348.34375,148548.546875,148748.75,148948.953125,149149.15625,149349.34375,149549.546875,149749.75,149949.953125,150150.15625,150350.34375,150550.546875,150750.75,150950.953125,151151.15625,151351.34375,151551.546875,151751.75,151951.953125,152152.15625,152352.359375,152552.546875,152752.75,152952.953125,153153.15625,153353.359375,153553.546875,153753.75,153953.953125,154154.15625,154354.359375,154554.546875,154754.75,154954.953125,155155.15625,155355.359375,155555.5625,155755.75,155955.953125,156156.15625,156356.359375,156556.5625,156756.75,156956.953125,157157.15625,157357.359375,157557.5625,157757.75,157957.953125,158158.15625,158358.359375,158558.5625,158758.765625,158958.953125,159159.15625,159359.359375,159559.5625,159759.765625,159959.953125,160160.15625,160360.359375,160560.5625,160760.765625,160960.96875,161161.15625,161361.359375,161561.5625,161761.765625,161961.96875,162162.15625,162362.359375,162562.5625,162762.765625,162962.96875,163163.15625,163363.359375,163563.5625,163763.765625,163963.96875,164164.171875,164364.359375,164564.5625,164764.765625,164964.96875,165165.171875,165365.359375,165565.5625,165765.765625,165965.96875,166166.171875,166366.359375,166566.5625,166766.765625,166966.96875,167167.171875,167367.375,167567.5625,167767.765625,167967.96875,168168.171875,168368.375,168568.5625,168768.765625,168968.96875,169169.171875,169369.375,169569.5625,169769.765625,169969.96875,170170.171875,170370.375,170570.578125,170770.765625,170970.96875,171171.171875,171371.375,171571.578125,171771.765625,171971.96875,172172.171875,172372.375,172572.578125,172772.765625,172972.96875,173173.171875,173373.375,173573.578125,173773.78125,173973.96875,174174.171875,174374.375,174574.578125,174774.78125,174974.96875,175175.171875,175375.375,175575.578125,175775.78125,175975.96875,176176.171875,176376.375,176576.578125,176776.78125,176976.984375,177177.171875,177377.375,177577.578125,177777.78125,177977.984375,178178.171875,178378.375,178578.578125,178778.78125,178978.984375,179179.171875,179379.375,179579.578125,179779.78125,179979.984375,180180.1875,180380.375,180580.578125,180780.78125,180980.984375,181181.1875,181381.375,181581.578125,181781.78125,181981.984375,182182.1875,182382.375,182582.578125,182782.78125,182982.984375,183183.1875,183383.390625,183583.578125,183783.78125,183983.984375,184184.1875,184384.390625,184584.578125,184784.78125,184984.984375,185185.1875,185385.390625,185585.578125,185785.78125,185985.984375,186186.1875,186386.390625,186586.59375,186786.78125,186986.984375,187187.1875,187387.390625,187587.59375,187787.78125,187987.984375,188188.1875,188388.390625,188588.59375,188788.78125,188988.984375,189189.1875,189389.390625,189589.59375,189789.796875,189989.984375,190190.1875,190390.390625,190590.59375,190790.796875,190990.984375,191191.1875,191391.390625,191591.59375,191791.796875,191991.984375,192192.1875,192392.390625,192592.59375,192792.796875,192993.0,193193.1875,193393.390625,193593.59375,193793.796875,193994.0,194194.1875,194394.390625,194594.59375,194794.796875,194995.0,195195.1875,195395.390625,195595.59375,195795.796875,195996.0,196196.203125,196396.390625,196596.59375,196796.796875,196997.0,197197.203125,197397.390625,197597.59375,197797.796875,197998.0,198198.203125,198398.390625,198598.59375,198798.796875,198999.0,199199.203125,199399.40625,199599.59375,199799.796875,200000.0],"xaxis":"x","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.02789306640625,20.54541015625,38.06292724609375,55.5804443359375,73.09796142578125,90.615478515625,108.13299560546875,125.6505126953125,143.16802978515625,160.685546875,178.20297241210938,195.7205810546875,213.23818969726562,230.755615234375,248.27304077148438,265.7906494140625,283.3082580566406,300.82568359375,318.3431091308594,335.8607177734375,353.3783264160156,370.895751953125,388.4131774902344,405.9307861328125,423.4483947753906,440.9658203125,458.4832458496094,476.0008544921875,493.5184631347656,511.035888671875,528.5533447265625,546.0709228515625,563.5885009765625,581.10595703125,598.6234130859375,616.1409912109375,633.6585693359375,651.176025390625,668.6934814453125,686.2110595703125,708.5226440429688,748.5625,788.6023559570312,828.642578125,868.6828002929688,908.72265625,948.7625122070312,988.802734375,1028.843017578125,1068.8828125,1108.922607421875,1148.962890625,1189.003173828125,1229.04296875,1269.082763671875,1309.123046875,1349.163330078125,1389.203125,1429.242919921875,1469.283203125,1509.323486328125,1549.36328125,1589.403564453125,1629.443359375,1669.483642578125,1709.5234375,1749.563720703125,1789.603515625,1829.643798828125,1869.68359375,1909.723876953125,1949.763671875,1989.803955078125,2029.84375,2069.884033203125,2109.923828125,2149.964111328125,2190.00390625,2230.044189453125,2270.083984375,2310.124267578125,2350.1640625,2390.204345703125,2430.244140625,2470.284423828125,2510.32421875,2550.364501953125,2590.404296875,2630.444580078125,2670.484375,2710.524658203125,2750.56396484375,2790.604736328125,2830.64453125,2870.684326171875,2910.72509765625,2950.764892578125,2990.8046875,3030.84521484375,3070.88427734375,3110.925048828125,3150.96484375,3191.004638671875,3231.04541015625,3271.085205078125,3311.125,3351.16552734375,3391.20458984375,3431.245361328125,3471.28515625,3511.324951171875,3551.36572265625,3591.405517578125,3631.4453125,3671.48583984375,3711.52490234375,3751.565673828125,3791.60546875,3831.645263671875,3871.68603515625,3911.725830078125,3951.765625,3991.80615234375,4031.84521484375,4071.885986328125,4111.92578125,4151.9658203125,4192.00634765625,4232.0458984375,4272.0859375,4312.12646484375,4352.16552734375,4392.2060546875,4432.24609375,4472.2861328125,4512.32666015625,4552.3662109375,4592.40625,4632.44677734375,4672.48583984375,4712.5263671875,4752.56640625,4792.6064453125,4832.64697265625,4872.6865234375,4912.7265625,4952.7666015625,4992.80712890625,5032.8466796875,5072.88671875,5112.9267578125,5152.96728515625,5193.0068359375,5233.046875,5273.0869140625,5313.12744140625,5353.1669921875,5393.20703125,5433.2470703125,5473.28759765625,5513.3271484375,5553.3671875,5593.4072265625,5633.44775390625,5673.4873046875,5713.52734375,5753.5673828125,5793.60791015625,5833.6474609375,5873.6875,5913.7275390625,5953.76806640625,5993.8076171875,6033.84765625,6073.8876953125,6113.92822265625,6153.9677734375,6194.0078125,6234.04833984375,6274.08837890625,6314.1279296875,6354.16796875,6394.20849609375,6434.24853515625,6474.2880859375,6514.328125,6554.36865234375,6594.40869140625,6677.5087890625,6767.5986328125,6857.68994140625,6947.77978515625,7037.869140625,7127.958984375,7218.05029296875,7308.14013671875,7398.2294921875,7488.3193359375,7578.41064453125,7668.50048828125,7758.58984375,7848.6796875,7938.77099609375,8028.86083984375,8118.9501953125,8209.0400390625,8299.130859375,8389.220703125,8479.310546875,8569.400390625,8659.4921875,8749.58203125,8839.6708984375,8929.7607421875,9019.8515625,9109.94140625,9200.03125,9290.12109375,9380.212890625,9470.302734375,9560.3916015625,9650.4814453125,9740.572265625,9830.662109375,9920.751953125,10010.841796875,10100.93359375,10191.0234375,10236.0498046875,10312.1796875,10392.2607421875,10472.3408203125,10552.419921875,10632.5,10712.5810546875,10792.6611328125,10872.740234375,10952.8203125,11032.9013671875,11112.9814453125,11193.060546875,11273.140625,11353.2216796875,11433.3017578125,11513.380859375,11593.4609375,11673.5419921875,11753.6220703125,11833.701171875,11913.78125,11993.8623046875,12073.9423828125,12154.021484375,12234.1015625,12314.1826171875,12394.2626953125,12474.34375,12554.421875,12634.5029296875,12714.5810546875,12794.662109375,12874.744140625,12954.8251953125,13034.9033203125,13114.9814453125,13195.0625,13275.1435546875,13355.224609375,13435.302734375,13515.380859375,13595.462890625,13675.5439453125,13755.625,13835.703125,13915.7841796875,13995.8623046875,14075.943359375,14156.025390625,14236.1064453125,14316.1845703125,14396.2626953125,14476.34375,14556.4248046875,14636.505859375,14716.583984375,14796.662109375,14876.744140625,14956.8251953125,15036.90625,15116.984375,15197.0654296875,15277.1435546875,15357.224609375,15437.306640625,15517.3876953125,15597.4658203125,15677.5439453125,15757.625,15837.7060546875,15917.787109375,15997.865234375,16077.943359375,16158.025390625,16238.1064453125,16318.1875,16398.265625,16478.34765625,16558.42578125,16638.505859375,16718.587890625,16798.666015625,16878.74609375,16958.828125,17038.90625,17118.98828125,17199.06640625,17279.146484375,17359.228515625,17439.306640625,17519.38671875,17599.46875,17679.546875,17759.62890625,17839.70703125,17919.787109375,17999.869140625,18079.947265625,18160.02734375,18240.109375,18320.1875,18400.26953125,18480.34765625,18560.427734375,18640.509765625,18720.587890625,18800.66796875,18880.75,18960.828125,19040.91015625,19120.98828125,19201.068359375,19281.150390625,19361.228515625,19441.30859375,19521.390625,19601.46875,19681.55078125,19761.62890625,19841.708984375,19921.791015625,20001.869140625,20081.94921875,20162.03125,20242.109375,20322.19140625,20402.26953125,20482.349609375,20562.431640625,20642.509765625,20722.58984375,20802.671875,20882.75,20962.83203125,21042.91015625,21122.990234375,21203.072265625,21283.150390625,21363.23046875,21443.3125,21523.390625,21603.47265625,21683.55078125,21763.630859375,21843.712890625,21923.791015625,22003.87109375,22083.953125,22164.03125,22244.11328125,22324.193359375,22404.271484375,22484.353515625,22564.431640625,22644.51171875,22724.59375,22804.671875,22884.75390625,22964.833984375,23044.912109375,23124.994140625,23205.072265625,23285.15234375,23365.234375,23445.3125,23525.39453125,23605.474609375,23685.552734375,23765.634765625,23845.712890625,23925.79296875,24005.875,24085.953125,24166.03515625,24246.115234375,24326.193359375,24406.275390625,24486.353515625,24566.43359375,24646.515625,24726.59375,24806.67578125,24886.755859375,24966.833984375,25046.916015625,25126.994140625,25207.07421875,25287.15625,25367.234375,25447.31640625,25527.396484375,25607.474609375,25687.556640625,25767.634765625,25847.71484375,25927.796875,26007.875,26087.95703125,26186.056640625,26306.17578125,26426.29296875,26546.412109375,26666.53515625,26786.65625,26906.775390625,27026.89453125,27147.01953125,27267.134765625,27387.255859375,27507.375,27627.494140625,27747.619140625,27867.734375,27987.85546875,28107.978515625,28228.09375,28348.21875,28468.333984375,28588.45703125,28708.578125,28828.693359375,28948.818359375,29068.9375,29189.056640625,29309.177734375,29429.29296875,29549.41796875,29669.537109375,29789.65625,29909.77734375,30029.900390625,30150.01953125,30270.13671875,30390.255859375,30510.37890625,30630.5,30750.619140625,30870.73828125,30990.86328125,31110.978515625,31231.099609375,31351.21875,31471.337890625,31591.462890625,31711.578125,31831.69921875,31951.822265625,32071.9375,32192.0625,32312.177734375,32432.30078125,32552.421875,32672.537109375,32792.6640625,32912.78125,33032.8984375,33153.0234375,33273.13671875,33393.26171875,33513.3828125,33633.5,33753.62109375,33873.7421875,33993.86328125,34113.98046875,34234.1015625,34354.22265625,34474.34375,34594.4609375,34714.58203125,34834.70703125,34954.8203125,35074.9453125,35195.0625,35315.1796875,35435.3046875,35555.421875,35675.54296875,35795.6640625,35915.78125,36035.90625,36156.0234375,36276.14453125,36396.265625,36516.3828125,36636.5078125,36756.625,36876.7421875,36996.8671875,37116.98046875,37237.10546875,37357.2265625,37477.34375,37597.46484375,37717.5859375,37837.70703125,37957.82421875,38077.9453125,38198.06640625,38318.1875,38438.3046875,38558.42578125,38678.55078125,38798.6640625,38918.7890625,39038.90625,39159.0234375,39279.1484375,39399.265625,39519.38671875,39639.5078125,39759.625,39879.75,39999.8671875,40119.98828125,40240.109375,40360.2265625,40480.3515625,40600.46875,40720.5859375,40840.7109375,40960.82421875,41080.94921875,41201.0703125,41286.125,41366.20703125,41446.2890625,41526.3671875,41606.4453125,41686.5234375,41766.60546875,41846.6875,41926.765625,42006.84765625,42086.9296875,42167.0078125,42247.0859375,42327.1640625,42407.24609375,42487.328125,42567.40625,42647.48828125,42727.5703125,42807.6484375,42887.7265625,42967.8046875,43047.88671875,43127.96875,43208.046875,43288.12890625,43368.2109375,43448.2890625,43528.3671875,43608.44921875,43688.5234375,43768.61328125,43848.6875,43928.76953125,44008.8515625,44088.92578125,44169.01171875,44249.0859375,44329.16796875,44409.25,44489.32421875,44569.4140625,44649.48828125,44729.5703125,44809.6484375,44889.73046875,44969.8125,45049.88671875,45129.96875,45210.05078125,45290.1328125,45370.2109375,45450.2890625,45530.375,45610.44921875,45690.53125,45770.61328125,45850.6875,45930.7734375,46010.8515625,46090.9296875,46171.01171875,46251.0859375,46331.17578125,46411.25,46491.33203125,46571.4140625,46651.48828125,46731.57421875,46811.6484375,46891.73046875,46971.8125,47051.88671875,47131.9765625,47212.05078125,47292.1328125,47372.2109375,47452.29296875,47532.375,47612.44921875,47692.53125,47772.61328125,47852.6953125,47932.7734375,48012.8515625,48092.9296875,48173.01171875,48253.09375,48333.17578125,48413.2578125,48493.33203125,48573.4140625,48653.4921875,48733.57421875,48813.65625,48893.73046875,48973.8125,49053.89453125,49133.9765625,49214.0546875,49294.1328125,49374.2109375,49454.29296875,49534.375,49614.45703125,49694.5390625,49774.61328125,49854.6953125,49934.7734375,50014.85546875,50094.9375,50175.01171875,50255.09375,50335.17578125,50415.2578125,50495.3359375,50575.4140625,50655.4921875,50735.57421875,50815.65625,50895.73828125,50975.8203125,51055.89453125,51135.9765625,51216.0546875,51296.13671875,51376.21875,51456.29296875,51536.375,51616.45703125,51696.5390625,51776.6171875,51856.6953125,51936.7734375,52024.81640625,52116.109375,52207.40234375,52298.6953125,52389.98046875,52481.2734375,52572.5625,52663.85546875,52755.1484375,52846.43359375,52937.7265625,53029.0234375,53120.31640625,53211.60546875,53302.89453125,53394.18359375,53485.4765625,53576.76953125,53668.0625,53759.35546875,53850.640625,53941.93359375,54033.22265625,54124.515625,54215.8125,54307.09375,54398.390625,54489.68359375,54580.9765625,54672.265625,54763.5546875,54854.84375,54946.13671875,55037.4296875,55128.72265625,55220.015625,55311.30078125,55402.59375,55493.8828125,55585.1796875,55675.5703125,55765.65625,55855.74609375,55945.8359375,56035.9296875,56126.01953125,56216.10546875,56306.1953125,56396.2890625,56486.37890625,56576.46875,56666.5625,56756.64453125,56846.73828125,56936.828125,57026.921875,57117.01171875,57207.09765625,57297.1875,57387.27734375,57477.37109375,57567.4609375,57657.546875,57747.63671875,57837.73046875,57927.8203125,58017.91015625,58108.00390625,58198.0859375,58288.1796875,58378.26953125,58468.36328125,58558.453125,58648.5390625,58738.62890625,58828.71875,58918.8125,59008.90234375,59098.98828125,59189.078125,59279.171875,59369.26171875,59459.3515625,59549.4453125,59639.52734375,59729.62109375,59819.7109375,59909.8046875,59999.89453125,60089.98046875,60180.0703125,60270.16015625,60360.25390625,60450.34375,60540.4375,60630.51953125,60720.61328125,60810.703125,60900.79296875,60990.88671875,61080.96875,61171.0625,61261.15234375,61351.24609375,61441.3359375,61531.421875,61621.51171875,61711.6015625,61801.6953125,61891.78515625,61981.87890625,62071.9609375,62162.0546875,62252.14453125,62342.234375,62432.328125,62522.41015625,62612.50390625,62702.59375,62792.6875,62882.77734375,62972.86328125,63062.953125,63153.04296875,63243.13671875,63333.2265625,63423.3203125,63513.40234375,63603.49609375,63693.5859375,63783.67578125,63873.76953125,63963.8515625,64053.9453125,64144.03515625,64234.12890625,64324.21875,64414.3046875,64504.39453125,64594.484375,64684.578125,64774.66796875,64864.76171875,64954.84375,65044.9375,65135.02734375,65225.1171875,65315.2109375,65405.29296875,65495.38671875,65585.4765625,65675.5703125,65765.65625,65855.75,65945.8359375,66035.921875,66126.015625,66216.109375,66306.203125,66396.28125,66486.375,66576.46875,66666.5625,66756.65625,66846.734375,66936.828125,67026.921875,67117.015625,67207.1015625,67297.1875,67387.28125,67477.3671875,67567.4609375,67657.546875,67747.640625,67837.7265625,67927.8203125,68017.90625,68108.0,68198.09375,68288.171875,68378.265625,68468.359375,68558.453125,68648.546875,68738.625,68828.71875,68918.8125,69008.8984375,69098.9921875,69189.0859375,69279.171875,69369.2578125,69459.3515625,69549.4453125,69639.53125,69729.6171875,69819.7109375,69909.8046875,69999.890625,70089.984375,70180.0703125,70270.15625,70360.25,70450.34375,70540.4375,70630.5234375,70720.609375,70810.703125,70900.796875,70990.8828125,71080.9765625,71171.0625,71261.1484375,71351.2421875,71441.3359375,71531.421875,71621.5078125,71711.6015625,71801.6953125,71891.78125,71981.875,72071.96875,72162.0546875,72252.140625,72342.234375,72432.328125,72522.4140625,72612.5,72702.59375,72792.6875,72882.7734375,72972.8671875,73062.953125,73153.046875,73243.1328125,73333.2265625,73423.3203125,73513.40625,73603.4921875,73693.5859375,73783.671875,73873.765625,73963.859375,74053.9453125,74144.03125,74234.125,74324.21875,74414.3125,74504.390625,74594.484375,74684.578125,74774.6640625,74864.7578125,74954.8515625,75044.9375,75135.0234375,75225.1171875,75315.2109375,75405.296875,75495.3828125,75585.4765625,75675.5703125,75765.65625,75855.75,75945.8359375,76035.921875,76126.015625,76216.109375,76306.203125,76396.2890625,76486.375,76576.46875,76666.5625,76756.6484375,76846.7421875,76936.828125,77026.9140625,77117.0078125,77207.1015625,77297.1875,77387.2734375,77477.3671875,77567.4609375,77657.546875,77747.640625,77837.734375,77927.8203125,78017.90625,78108.0],"yaxis":"y","type":"scattergl"},{"hovertemplate":"Tax type=Dividend income tax\u003cbr\u003eEmployment income=%{x}\u003cbr\u003eIncome tax (\u00a3)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Dividend income tax","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Dividend income tax","showlegend":true,"x":[0.0,200.2001953125,400.400390625,600.6005859375,800.80078125,1001.0009765625,1201.201171875,1401.4013671875,1601.6015625,1801.8017578125,2002.001953125,2202.2021484375,2402.40234375,2602.6025390625,2802.802734375,3003.0029296875,3203.203125,3403.4033203125,3603.603515625,3803.8037109375,4004.00390625,4204.2041015625,4404.404296875,4604.6044921875,4804.8046875,5005.0048828125,5205.205078125,5405.4052734375,5605.60546875,5805.8056640625,6006.005859375,6206.2060546875,6406.40625,6606.6064453125,6806.806640625,7007.0068359375,7207.20703125,7407.4072265625,7607.607421875,7807.8076171875,8008.0078125,8208.2080078125,8408.408203125,8608.6083984375,8808.80859375,9009.0087890625,9209.208984375,9409.4091796875,9609.609375,9809.8095703125,10010.009765625,10210.2099609375,10410.41015625,10610.6103515625,10810.810546875,11011.0107421875,11211.2109375,11411.4111328125,11611.611328125,11811.8115234375,12012.01171875,12212.2119140625,12412.412109375,12612.6123046875,12812.8125,13013.0126953125,13213.212890625,13413.4130859375,13613.61328125,13813.8134765625,14014.013671875,14214.2138671875,14414.4140625,14614.6142578125,14814.814453125,15015.0146484375,15215.21484375,15415.4150390625,15615.615234375,15815.8154296875,16016.015625,16216.2158203125,16416.416015625,16616.6171875,16816.81640625,17017.017578125,17217.216796875,17417.41796875,17617.6171875,17817.818359375,18018.017578125,18218.21875,18418.41796875,18618.619140625,18818.818359375,19019.01953125,19219.21875,19419.419921875,19619.619140625,19819.8203125,20020.01953125,20220.220703125,20420.419921875,20620.62109375,20820.8203125,21021.021484375,21221.220703125,21421.421875,21621.62109375,21821.822265625,22022.021484375,22222.22265625,22422.421875,22622.623046875,22822.822265625,23023.0234375,23223.22265625,23423.423828125,23623.623046875,23823.82421875,24024.0234375,24224.224609375,24424.423828125,24624.625,24824.82421875,25025.025390625,25225.224609375,25425.42578125,25625.625,25825.826171875,26026.025390625,26226.2265625,26426.42578125,26626.626953125,26826.826171875,27027.02734375,27227.2265625,27427.427734375,27627.626953125,27827.828125,28028.02734375,28228.228515625,28428.427734375,28628.62890625,28828.828125,29029.029296875,29229.228515625,29429.4296875,29629.62890625,29829.830078125,30030.029296875,30230.23046875,30430.4296875,30630.630859375,30830.830078125,31031.03125,31231.23046875,31431.431640625,31631.630859375,31831.83203125,32032.03125,32232.232421875,32432.431640625,32632.6328125,32832.83203125,33033.03125,33233.234375,33433.43359375,33633.6328125,33833.83203125,34034.03515625,34234.234375,34434.43359375,34634.6328125,34834.8359375,35035.03515625,35235.234375,35435.43359375,35635.63671875,35835.8359375,36036.03515625,36236.234375,36436.4375,36636.63671875,36836.8359375,37037.03515625,37237.23828125,37437.4375,37637.63671875,37837.8359375,38038.0390625,38238.23828125,38438.4375,38638.63671875,38838.83984375,39039.0390625,39239.23828125,39439.4375,39639.640625,39839.83984375,40040.0390625,40240.2421875,40440.44140625,40640.640625,40840.83984375,41041.04296875,41241.2421875,41441.44140625,41641.640625,41841.84375,42042.04296875,42242.2421875,42442.44140625,42642.64453125,42842.84375,43043.04296875,43243.2421875,43443.4453125,43643.64453125,43843.84375,44044.04296875,44244.24609375,44444.4453125,44644.64453125,44844.84375,45045.046875,45245.24609375,45445.4453125,45645.64453125,45845.84765625,46046.046875,46246.24609375,46446.4453125,46646.6484375,46846.84765625,47047.046875,47247.24609375,47447.44921875,47647.6484375,47847.84765625,48048.046875,48248.25,48448.44921875,48648.6484375,48848.84765625,49049.05078125,49249.25,49449.44921875,49649.6484375,49849.8515625,50050.05078125,50250.25,50450.44921875,50650.65234375,50850.8515625,51051.05078125,51251.25,51451.453125,51651.65234375,51851.8515625,52052.05078125,52252.25390625,52452.453125,52652.65234375,52852.8515625,53053.0546875,53253.25390625,53453.453125,53653.65234375,53853.85546875,54054.0546875,54254.25390625,54454.453125,54654.65625,54854.85546875,55055.0546875,55255.25390625,55455.45703125,55655.65625,55855.85546875,56056.0546875,56256.2578125,56456.45703125,56656.65625,56856.85546875,57057.05859375,57257.2578125,57457.45703125,57657.65625,57857.859375,58058.05859375,58258.2578125,58458.45703125,58658.66015625,58858.859375,59059.05859375,59259.2578125,59459.4609375,59659.66015625,59859.859375,60060.05859375,60260.26171875,60460.4609375,60660.66015625,60860.859375,61061.0625,61261.26171875,61461.4609375,61661.66015625,61861.86328125,62062.0625,62262.26171875,62462.4609375,62662.6640625,62862.86328125,63063.0625,63263.26171875,63463.46484375,63663.6640625,63863.86328125,64064.0625,64264.265625,64464.46484375,64664.6640625,64864.86328125,65065.06640625,65265.265625,65465.46484375,65665.6640625,65865.8671875,66066.0625,66266.265625,66466.46875,66666.6640625,66866.8671875,67067.0703125,67267.265625,67467.46875,67667.6640625,67867.8671875,68068.0703125,68268.265625,68468.46875,68668.671875,68868.8671875,69069.0703125,69269.265625,69469.46875,69669.671875,69869.8671875,70070.0703125,70270.2734375,70470.46875,70670.671875,70870.8671875,71071.0703125,71271.2734375,71471.46875,71671.671875,71871.875,72072.0703125,72272.2734375,72472.46875,72672.671875,72872.875,73073.0703125,73273.2734375,73473.4765625,73673.671875,73873.875,74074.0703125,74274.2734375,74474.4765625,74674.671875,74874.875,75075.078125,75275.2734375,75475.4765625,75675.671875,75875.875,76076.078125,76276.2734375,76476.4765625,76676.6796875,76876.875,77077.078125,77277.2734375,77477.4765625,77677.6796875,77877.875,78078.078125,78278.28125,78478.4765625,78678.6796875,78878.875,79079.078125,79279.28125,79479.4765625,79679.6796875,79879.8828125,80080.078125,80280.28125,80480.484375,80680.6796875,80880.8828125,81081.078125,81281.28125,81481.484375,81681.6796875,81881.8828125,82082.0859375,82282.28125,82482.484375,82682.6796875,82882.8828125,83083.0859375,83283.28125,83483.484375,83683.6875,83883.8828125,84084.0859375,84284.28125,84484.484375,84684.6875,84884.8828125,85085.0859375,85285.2890625,85485.484375,85685.6875,85885.8828125,86086.0859375,86286.2890625,86486.484375,86686.6875,86886.890625,87087.0859375,87287.2890625,87487.484375,87687.6875,87887.890625,88088.0859375,88288.2890625,88488.4921875,88688.6875,88888.890625,89089.0859375,89289.2890625,89489.4921875,89689.6875,89889.890625,90090.09375,90290.2890625,90490.4921875,90690.6875,90890.890625,91091.09375,91291.2890625,91491.4921875,91691.6953125,91891.890625,92092.09375,92292.2890625,92492.4921875,92692.6953125,92892.890625,93093.09375,93293.296875,93493.4921875,93693.6953125,93893.890625,94094.09375,94294.296875,94494.4921875,94694.6953125,94894.8984375,95095.09375,95295.296875,95495.4921875,95695.6953125,95895.8984375,96096.09375,96296.296875,96496.5,96696.6953125,96896.8984375,97097.09375,97297.296875,97497.5,97697.6953125,97897.8984375,98098.1015625,98298.296875,98498.5,98698.6953125,98898.8984375,99099.1015625,99299.296875,99499.5,99699.703125,99899.8984375,100100.1015625,100300.296875,100500.5,100700.703125,100900.8984375,101101.1015625,101301.3046875,101501.5,101701.703125,101901.8984375,102102.1015625,102302.3046875,102502.5,102702.703125,102902.90625,103103.1015625,103303.3046875,103503.5,103703.703125,103903.90625,104104.1015625,104304.3046875,104504.5078125,104704.703125,104904.90625,105105.1015625,105305.3046875,105505.5078125,105705.703125,105905.90625,106106.109375,106306.3046875,106506.5078125,106706.703125,106906.90625,107107.109375,107307.3046875,107507.5078125,107707.7109375,107907.90625,108108.109375,108308.3046875,108508.5078125,108708.7109375,108908.90625,109109.109375,109309.3125,109509.5078125,109709.7109375,109909.90625,110110.109375,110310.3125,110510.5078125,110710.7109375,110910.9140625,111111.109375,111311.3125,111511.5078125,111711.7109375,111911.9140625,112112.109375,112312.3125,112512.515625,112712.7109375,112912.9140625,113113.109375,113313.3125,113513.515625,113713.7109375,113913.9140625,114114.1171875,114314.3125,114514.515625,114714.7109375,114914.9140625,115115.1171875,115315.3125,115515.515625,115715.71875,115915.9140625,116116.1171875,116316.3125,116516.515625,116716.71875,116916.9140625,117117.1171875,117317.3203125,117517.515625,117717.71875,117917.9140625,118118.1171875,118318.3203125,118518.515625,118718.71875,118918.921875,119119.1171875,119319.3203125,119519.515625,119719.71875,119919.921875,120120.1171875,120320.3203125,120520.5234375,120720.71875,120920.921875,121121.125,121321.3203125,121521.5234375,121721.71875,121921.921875,122122.125,122322.3203125,122522.5234375,122722.7265625,122922.921875,123123.125,123323.3203125,123523.5234375,123723.7265625,123923.921875,124124.125,124324.328125,124524.5234375,124724.7265625,124924.921875,125125.125,125325.328125,125525.5234375,125725.7265625,125925.9296875,126126.125,126326.328125,126526.5234375,126726.7265625,126926.9296875,127127.125,127327.328125,127527.53125,127727.7265625,127927.9296875,128128.125,128328.328125,128528.53125,128728.7265625,128928.9296875,129129.1328125,129329.328125,129529.53125,129729.7265625,129929.9296875,130130.1328125,130330.328125,130530.53125,130730.734375,130930.9296875,131131.125,131331.328125,131531.53125,131731.734375,131931.9375,132132.125,132332.328125,132532.53125,132732.734375,132932.9375,133133.140625,133333.328125,133533.53125,133733.734375,133933.9375,134134.140625,134334.328125,134534.53125,134734.734375,134934.9375,135135.140625,135335.328125,135535.53125,135735.734375,135935.9375,136136.140625,136336.34375,136536.53125,136736.734375,136936.9375,137137.140625,137337.34375,137537.53125,137737.734375,137937.9375,138138.140625,138338.34375,138538.53125,138738.734375,138938.9375,139139.140625,139339.34375,139539.546875,139739.734375,139939.9375,140140.140625,140340.34375,140540.546875,140740.734375,140940.9375,141141.140625,141341.34375,141541.546875,141741.734375,141941.9375,142142.140625,142342.34375,142542.546875,142742.75,142942.9375,143143.140625,143343.34375,143543.546875,143743.75,143943.9375,144144.140625,144344.34375,144544.546875,144744.75,144944.9375,145145.140625,145345.34375,145545.546875,145745.75,145945.953125,146146.140625,146346.34375,146546.546875,146746.75,146946.953125,147147.140625,147347.34375,147547.546875,147747.75,147947.953125,148148.140625,148348.34375,148548.546875,148748.75,148948.953125,149149.15625,149349.34375,149549.546875,149749.75,149949.953125,150150.15625,150350.34375,150550.546875,150750.75,150950.953125,151151.15625,151351.34375,151551.546875,151751.75,151951.953125,152152.15625,152352.359375,152552.546875,152752.75,152952.953125,153153.15625,153353.359375,153553.546875,153753.75,153953.953125,154154.15625,154354.359375,154554.546875,154754.75,154954.953125,155155.15625,155355.359375,155555.5625,155755.75,155955.953125,156156.15625,156356.359375,156556.5625,156756.75,156956.953125,157157.15625,157357.359375,157557.5625,157757.75,157957.953125,158158.15625,158358.359375,158558.5625,158758.765625,158958.953125,159159.15625,159359.359375,159559.5625,159759.765625,159959.953125,160160.15625,160360.359375,160560.5625,160760.765625,160960.96875,161161.15625,161361.359375,161561.5625,161761.765625,161961.96875,162162.15625,162362.359375,162562.5625,162762.765625,162962.96875,163163.15625,163363.359375,163563.5625,163763.765625,163963.96875,164164.171875,164364.359375,164564.5625,164764.765625,164964.96875,165165.171875,165365.359375,165565.5625,165765.765625,165965.96875,166166.171875,166366.359375,166566.5625,166766.765625,166966.96875,167167.171875,167367.375,167567.5625,167767.765625,167967.96875,168168.171875,168368.375,168568.5625,168768.765625,168968.96875,169169.171875,169369.375,169569.5625,169769.765625,169969.96875,170170.171875,170370.375,170570.578125,170770.765625,170970.96875,171171.171875,171371.375,171571.578125,171771.765625,171971.96875,172172.171875,172372.375,172572.578125,172772.765625,172972.96875,173173.171875,173373.375,173573.578125,173773.78125,173973.96875,174174.171875,174374.375,174574.578125,174774.78125,174974.96875,175175.171875,175375.375,175575.578125,175775.78125,175975.96875,176176.171875,176376.375,176576.578125,176776.78125,176976.984375,177177.171875,177377.375,177577.578125,177777.78125,177977.984375,178178.171875,178378.375,178578.578125,178778.78125,178978.984375,179179.171875,179379.375,179579.578125,179779.78125,179979.984375,180180.1875,180380.375,180580.578125,180780.78125,180980.984375,181181.1875,181381.375,181581.578125,181781.78125,181981.984375,182182.1875,182382.375,182582.578125,182782.78125,182982.984375,183183.1875,183383.390625,183583.578125,183783.78125,183983.984375,184184.1875,184384.390625,184584.578125,184784.78125,184984.984375,185185.1875,185385.390625,185585.578125,185785.78125,185985.984375,186186.1875,186386.390625,186586.59375,186786.78125,186986.984375,187187.1875,187387.390625,187587.59375,187787.78125,187987.984375,188188.1875,188388.390625,188588.59375,188788.78125,188988.984375,189189.1875,189389.390625,189589.59375,189789.796875,189989.984375,190190.1875,190390.390625,190590.59375,190790.796875,190990.984375,191191.1875,191391.390625,191591.59375,191791.796875,191991.984375,192192.1875,192392.390625,192592.59375,192792.796875,192993.0,193193.1875,193393.390625,193593.59375,193793.796875,193994.0,194194.1875,194394.390625,194594.59375,194794.796875,194995.0,195195.1875,195395.390625,195595.59375,195795.796875,195996.0,196196.203125,196396.390625,196596.59375,196796.796875,196997.0,197197.203125,197397.390625,197597.59375,197797.796875,197998.0,198198.203125,198398.390625,198598.59375,198798.796875,198999.0,199199.203125,199399.40625,199599.59375,199799.796875,200000.0],"xaxis":"x","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.02789306640625,20.54541015625,38.06292724609375,55.5804443359375,73.09796142578125,90.615478515625,108.13299560546875,125.6505126953125,143.16802978515625,160.685546875,178.20297241210938,195.7205810546875,213.23818969726562,230.755615234375,248.27304077148438,265.7906494140625,283.3082580566406,300.82568359375,318.3431091308594,335.8607177734375,353.3783264160156,370.895751953125,388.4131774902344,405.9307861328125,423.4483947753906,440.9658203125,458.4832458496094,476.0008544921875,493.5184631347656,511.035888671875,528.5533447265625,546.0709228515625,563.5885009765625,581.10595703125,598.6234130859375,616.1409912109375,633.6585693359375,651.176025390625,668.6934814453125,686.2110595703125,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,743.060546875,793.1103515625,843.1611328125,893.2109375,943.2607421875,993.310546875,1043.361328125,1093.4111328125,1143.4609375,1193.5107421875,1243.5615234375,1293.611328125,1343.6611328125,1393.7109375,1443.76171875,1493.8115234375,1543.861328125,1593.9111328125,1643.9619140625,1694.01171875,1744.0615234375,1794.111328125,1844.162109375,1894.2119140625,1944.26171875,1994.3115234375,2044.3623046875,2094.412109375,2144.4619140625,2194.51171875,2244.5625,2294.6123046875,2344.662109375,2394.7119140625,2444.7626953125,2494.8125,2544.8623046875,2594.912109375,2644.962890625,2695.0126953125,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2707.9599609375,2719.171142578125,2730.382568359375,2741.593994140625,2752.804443359375,2764.015869140625,2775.227294921875,2786.438720703125,2797.64990234375,2808.860595703125,2820.07177734375,2831.283203125,2842.49462890625,2853.7060546875,2864.91650390625,2876.1279296875,2887.33935546875,2898.550537109375,2909.761962890625,2920.973388671875,2932.183837890625,2943.395263671875,2954.606689453125,2965.818115234375,2977.029296875,2988.239990234375,2999.451171875,3010.66259765625,3021.8740234375,3033.08544921875,3044.2958984375,3055.50732421875,3066.718505859375,3077.929931640625,3089.141357421875,3100.352783203125,3111.563232421875,3122.774658203125,3133.986083984375,3145.197265625,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0],"yaxis":"y","type":"scattergl"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Employment income"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Income tax (\u00a3)"}},"legend":{"title":{"text":"Tax type"},"tracegroupgap":0},"title":{"text":"Income tax vs employment income"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="4f3b0641-c87e-4a5c-8e92-eb01442d575e" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("4f3b0641-c87e-4a5c-8e92-eb01442d575e")) {                    Plotly.newPlot(                        "4f3b0641-c87e-4a5c-8e92-eb01442d575e",                        [{"hovertemplate":"Tax type=Income tax\u003cbr\u003eEmployment income=%{x}\u003cbr\u003eIncome tax (\u00a3)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Income tax","line":{"color":"#636efa","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Income tax","showlegend":true,"x":[0.0,200.2001953125,400.400390625,600.6005859375,800.80078125,1001.0009765625,1201.201171875,1401.4013671875,1601.6015625,1801.8017578125,2002.001953125,2202.2021484375,2402.40234375,2602.6025390625,2802.802734375,3003.0029296875,3203.203125,3403.4033203125,3603.603515625,3803.8037109375,4004.00390625,4204.2041015625,4404.404296875,4604.6044921875,4804.8046875,5005.0048828125,5205.205078125,5405.4052734375,5605.60546875,5805.8056640625,6006.005859375,6206.2060546875,6406.40625,6606.6064453125,6806.806640625,7007.0068359375,7207.20703125,7407.4072265625,7607.607421875,7807.8076171875,8008.0078125,8208.2080078125,8408.408203125,8608.6083984375,8808.80859375,9009.0087890625,9209.208984375,9409.4091796875,9609.609375,9809.8095703125,10010.009765625,10210.2099609375,10410.41015625,10610.6103515625,10810.810546875,11011.0107421875,11211.2109375,11411.4111328125,11611.611328125,11811.8115234375,12012.01171875,12212.2119140625,12412.412109375,12612.6123046875,12812.8125,13013.0126953125,13213.212890625,13413.4130859375,13613.61328125,13813.8134765625,14014.013671875,14214.2138671875,14414.4140625,14614.6142578125,14814.814453125,15015.0146484375,15215.21484375,15415.4150390625,15615.615234375,15815.8154296875,16016.015625,16216.2158203125,16416.416015625,16616.6171875,16816.81640625,17017.017578125,17217.216796875,17417.41796875,17617.6171875,17817.818359375,18018.017578125,18218.21875,18418.41796875,18618.619140625,18818.818359375,19019.01953125,19219.21875,19419.419921875,19619.619140625,19819.8203125,20020.01953125,20220.220703125,20420.419921875,20620.62109375,20820.8203125,21021.021484375,21221.220703125,21421.421875,21621.62109375,21821.822265625,22022.021484375,22222.22265625,22422.421875,22622.623046875,22822.822265625,23023.0234375,23223.22265625,23423.423828125,23623.623046875,23823.82421875,24024.0234375,24224.224609375,24424.423828125,24624.625,24824.82421875,25025.025390625,25225.224609375,25425.42578125,25625.625,25825.826171875,26026.025390625,26226.2265625,26426.42578125,26626.626953125,26826.826171875,27027.02734375,27227.2265625,27427.427734375,27627.626953125,27827.828125,28028.02734375,28228.228515625,28428.427734375,28628.62890625,28828.828125,29029.029296875,29229.228515625,29429.4296875,29629.62890625,29829.830078125,30030.029296875,30230.23046875,30430.4296875,30630.630859375,30830.830078125,31031.03125,31231.23046875,31431.431640625,31631.630859375,31831.83203125,32032.03125,32232.232421875,32432.431640625,32632.6328125,32832.83203125,33033.03125,33233.234375,33433.43359375,33633.6328125,33833.83203125,34034.03515625,34234.234375,34434.43359375,34634.6328125,34834.8359375,35035.03515625,35235.234375,35435.43359375,35635.63671875,35835.8359375,36036.03515625,36236.234375,36436.4375,36636.63671875,36836.8359375,37037.03515625,37237.23828125,37437.4375,37637.63671875,37837.8359375,38038.0390625,38238.23828125,38438.4375,38638.63671875,38838.83984375,39039.0390625,39239.23828125,39439.4375,39639.640625,39839.83984375,40040.0390625,40240.2421875,40440.44140625,40640.640625,40840.83984375,41041.04296875,41241.2421875,41441.44140625,41641.640625,41841.84375,42042.04296875,42242.2421875,42442.44140625,42642.64453125,42842.84375,43043.04296875,43243.2421875,43443.4453125,43643.64453125,43843.84375,44044.04296875,44244.24609375,44444.4453125,44644.64453125,44844.84375,45045.046875,45245.24609375,45445.4453125,45645.64453125,45845.84765625,46046.046875,46246.24609375,46446.4453125,46646.6484375,46846.84765625,47047.046875,47247.24609375,47447.44921875,47647.6484375,47847.84765625,48048.046875,48248.25,48448.44921875,48648.6484375,48848.84765625,49049.05078125,49249.25,49449.44921875,49649.6484375,49849.8515625,50050.05078125,50250.25,50450.44921875,50650.65234375,50850.8515625,51051.05078125,51251.25,51451.453125,51651.65234375,51851.8515625,52052.05078125,52252.25390625,52452.453125,52652.65234375,52852.8515625,53053.0546875,53253.25390625,53453.453125,53653.65234375,53853.85546875,54054.0546875,54254.25390625,54454.453125,54654.65625,54854.85546875,55055.0546875,55255.25390625,55455.45703125,55655.65625,55855.85546875,56056.0546875,56256.2578125,56456.45703125,56656.65625,56856.85546875,57057.05859375,57257.2578125,57457.45703125,57657.65625,57857.859375,58058.05859375,58258.2578125,58458.45703125,58658.66015625,58858.859375,59059.05859375,59259.2578125,59459.4609375,59659.66015625,59859.859375,60060.05859375,60260.26171875,60460.4609375,60660.66015625,60860.859375,61061.0625,61261.26171875,61461.4609375,61661.66015625,61861.86328125,62062.0625,62262.26171875,62462.4609375,62662.6640625,62862.86328125,63063.0625,63263.26171875,63463.46484375,63663.6640625,63863.86328125,64064.0625,64264.265625,64464.46484375,64664.6640625,64864.86328125,65065.06640625,65265.265625,65465.46484375,65665.6640625,65865.8671875,66066.0625,66266.265625,66466.46875,66666.6640625,66866.8671875,67067.0703125,67267.265625,67467.46875,67667.6640625,67867.8671875,68068.0703125,68268.265625,68468.46875,68668.671875,68868.8671875,69069.0703125,69269.265625,69469.46875,69669.671875,69869.8671875,70070.0703125,70270.2734375,70470.46875,70670.671875,70870.8671875,71071.0703125,71271.2734375,71471.46875,71671.671875,71871.875,72072.0703125,72272.2734375,72472.46875,72672.671875,72872.875,73073.0703125,73273.2734375,73473.4765625,73673.671875,73873.875,74074.0703125,74274.2734375,74474.4765625,74674.671875,74874.875,75075.078125,75275.2734375,75475.4765625,75675.671875,75875.875,76076.078125,76276.2734375,76476.4765625,76676.6796875,76876.875,77077.078125,77277.2734375,77477.4765625,77677.6796875,77877.875,78078.078125,78278.28125,78478.4765625,78678.6796875,78878.875,79079.078125,79279.28125,79479.4765625,79679.6796875,79879.8828125,80080.078125,80280.28125,80480.484375,80680.6796875,80880.8828125,81081.078125,81281.28125,81481.484375,81681.6796875,81881.8828125,82082.0859375,82282.28125,82482.484375,82682.6796875,82882.8828125,83083.0859375,83283.28125,83483.484375,83683.6875,83883.8828125,84084.0859375,84284.28125,84484.484375,84684.6875,84884.8828125,85085.0859375,85285.2890625,85485.484375,85685.6875,85885.8828125,86086.0859375,86286.2890625,86486.484375,86686.6875,86886.890625,87087.0859375,87287.2890625,87487.484375,87687.6875,87887.890625,88088.0859375,88288.2890625,88488.4921875,88688.6875,88888.890625,89089.0859375,89289.2890625,89489.4921875,89689.6875,89889.890625,90090.09375,90290.2890625,90490.4921875,90690.6875,90890.890625,91091.09375,91291.2890625,91491.4921875,91691.6953125,91891.890625,92092.09375,92292.2890625,92492.4921875,92692.6953125,92892.890625,93093.09375,93293.296875,93493.4921875,93693.6953125,93893.890625,94094.09375,94294.296875,94494.4921875,94694.6953125,94894.8984375,95095.09375,95295.296875,95495.4921875,95695.6953125,95895.8984375,96096.09375,96296.296875,96496.5,96696.6953125,96896.8984375,97097.09375,97297.296875,97497.5,97697.6953125,97897.8984375,98098.1015625,98298.296875,98498.5,98698.6953125,98898.8984375,99099.1015625,99299.296875,99499.5,99699.703125,99899.8984375,100100.1015625,100300.296875,100500.5,100700.703125,100900.8984375,101101.1015625,101301.3046875,101501.5,101701.703125,101901.8984375,102102.1015625,102302.3046875,102502.5,102702.703125,102902.90625,103103.1015625,103303.3046875,103503.5,103703.703125,103903.90625,104104.1015625,104304.3046875,104504.5078125,104704.703125,104904.90625,105105.1015625,105305.3046875,105505.5078125,105705.703125,105905.90625,106106.109375,106306.3046875,106506.5078125,106706.703125,106906.90625,107107.109375,107307.3046875,107507.5078125,107707.7109375,107907.90625,108108.109375,108308.3046875,108508.5078125,108708.7109375,108908.90625,109109.109375,109309.3125,109509.5078125,109709.7109375,109909.90625,110110.109375,110310.3125,110510.5078125,110710.7109375,110910.9140625,111111.109375,111311.3125,111511.5078125,111711.7109375,111911.9140625,112112.109375,112312.3125,112512.515625,112712.7109375,112912.9140625,113113.109375,113313.3125,113513.515625,113713.7109375,113913.9140625,114114.1171875,114314.3125,114514.515625,114714.7109375,114914.9140625,115115.1171875,115315.3125,115515.515625,115715.71875,115915.9140625,116116.1171875,116316.3125,116516.515625,116716.71875,116916.9140625,117117.1171875,117317.3203125,117517.515625,117717.71875,117917.9140625,118118.1171875,118318.3203125,118518.515625,118718.71875,118918.921875,119119.1171875,119319.3203125,119519.515625,119719.71875,119919.921875,120120.1171875,120320.3203125,120520.5234375,120720.71875,120920.921875,121121.125,121321.3203125,121521.5234375,121721.71875,121921.921875,122122.125,122322.3203125,122522.5234375,122722.7265625,122922.921875,123123.125,123323.3203125,123523.5234375,123723.7265625,123923.921875,124124.125,124324.328125,124524.5234375,124724.7265625,124924.921875,125125.125,125325.328125,125525.5234375,125725.7265625,125925.9296875,126126.125,126326.328125,126526.5234375,126726.7265625,126926.9296875,127127.125,127327.328125,127527.53125,127727.7265625,127927.9296875,128128.125,128328.328125,128528.53125,128728.7265625,128928.9296875,129129.1328125,129329.328125,129529.53125,129729.7265625,129929.9296875,130130.1328125,130330.328125,130530.53125,130730.734375,130930.9296875,131131.125,131331.328125,131531.53125,131731.734375,131931.9375,132132.125,132332.328125,132532.53125,132732.734375,132932.9375,133133.140625,133333.328125,133533.53125,133733.734375,133933.9375,134134.140625,134334.328125,134534.53125,134734.734375,134934.9375,135135.140625,135335.328125,135535.53125,135735.734375,135935.9375,136136.140625,136336.34375,136536.53125,136736.734375,136936.9375,137137.140625,137337.34375,137537.53125,137737.734375,137937.9375,138138.140625,138338.34375,138538.53125,138738.734375,138938.9375,139139.140625,139339.34375,139539.546875,139739.734375,139939.9375,140140.140625,140340.34375,140540.546875,140740.734375,140940.9375,141141.140625,141341.34375,141541.546875,141741.734375,141941.9375,142142.140625,142342.34375,142542.546875,142742.75,142942.9375,143143.140625,143343.34375,143543.546875,143743.75,143943.9375,144144.140625,144344.34375,144544.546875,144744.75,144944.9375,145145.140625,145345.34375,145545.546875,145745.75,145945.953125,146146.140625,146346.34375,146546.546875,146746.75,146946.953125,147147.140625,147347.34375,147547.546875,147747.75,147947.953125,148148.140625,148348.34375,148548.546875,148748.75,148948.953125,149149.15625,149349.34375,149549.546875,149749.75,149949.953125,150150.15625,150350.34375,150550.546875,150750.75,150950.953125,151151.15625,151351.34375,151551.546875,151751.75,151951.953125,152152.15625,152352.359375,152552.546875,152752.75,152952.953125,153153.15625,153353.359375,153553.546875,153753.75,153953.953125,154154.15625,154354.359375,154554.546875,154754.75,154954.953125,155155.15625,155355.359375,155555.5625,155755.75,155955.953125,156156.15625,156356.359375,156556.5625,156756.75,156956.953125,157157.15625,157357.359375,157557.5625,157757.75,157957.953125,158158.15625,158358.359375,158558.5625,158758.765625,158958.953125,159159.15625,159359.359375,159559.5625,159759.765625,159959.953125,160160.15625,160360.359375,160560.5625,160760.765625,160960.96875,161161.15625,161361.359375,161561.5625,161761.765625,161961.96875,162162.15625,162362.359375,162562.5625,162762.765625,162962.96875,163163.15625,163363.359375,163563.5625,163763.765625,163963.96875,164164.171875,164364.359375,164564.5625,164764.765625,164964.96875,165165.171875,165365.359375,165565.5625,165765.765625,165965.96875,166166.171875,166366.359375,166566.5625,166766.765625,166966.96875,167167.171875,167367.375,167567.5625,167767.765625,167967.96875,168168.171875,168368.375,168568.5625,168768.765625,168968.96875,169169.171875,169369.375,169569.5625,169769.765625,169969.96875,170170.171875,170370.375,170570.578125,170770.765625,170970.96875,171171.171875,171371.375,171571.578125,171771.765625,171971.96875,172172.171875,172372.375,172572.578125,172772.765625,172972.96875,173173.171875,173373.375,173573.578125,173773.78125,173973.96875,174174.171875,174374.375,174574.578125,174774.78125,174974.96875,175175.171875,175375.375,175575.578125,175775.78125,175975.96875,176176.171875,176376.375,176576.578125,176776.78125,176976.984375,177177.171875,177377.375,177577.578125,177777.78125,177977.984375,178178.171875,178378.375,178578.578125,178778.78125,178978.984375,179179.171875,179379.375,179579.578125,179779.78125,179979.984375,180180.1875,180380.375,180580.578125,180780.78125,180980.984375,181181.1875,181381.375,181581.578125,181781.78125,181981.984375,182182.1875,182382.375,182582.578125,182782.78125,182982.984375,183183.1875,183383.390625,183583.578125,183783.78125,183983.984375,184184.1875,184384.390625,184584.578125,184784.78125,184984.984375,185185.1875,185385.390625,185585.578125,185785.78125,185985.984375,186186.1875,186386.390625,186586.59375,186786.78125,186986.984375,187187.1875,187387.390625,187587.59375,187787.78125,187987.984375,188188.1875,188388.390625,188588.59375,188788.78125,188988.984375,189189.1875,189389.390625,189589.59375,189789.796875,189989.984375,190190.1875,190390.390625,190590.59375,190790.796875,190990.984375,191191.1875,191391.390625,191591.59375,191791.796875,191991.984375,192192.1875,192392.390625,192592.59375,192792.796875,192993.0,193193.1875,193393.390625,193593.59375,193793.796875,193994.0,194194.1875,194394.390625,194594.59375,194794.796875,194995.0,195195.1875,195395.390625,195595.59375,195795.796875,195996.0,196196.203125,196396.390625,196596.59375,196796.796875,196997.0,197197.203125,197397.390625,197597.59375,197797.796875,197998.0,198198.203125,198398.390625,198598.59375,198798.796875,198999.0,199199.203125,199399.40625,199599.59375,199799.796875,200000.0],"xaxis":"x","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.02789306640625,20.54541015625,38.06292724609375,55.5804443359375,73.09796142578125,90.615478515625,108.13299560546875,125.6505126953125,143.16802978515625,160.685546875,178.20297241210938,195.7205810546875,213.23818969726562,230.755615234375,248.27304077148438,265.7906494140625,283.3082580566406,300.82568359375,318.3431091308594,335.8607177734375,353.3783264160156,370.895751953125,388.4131774902344,405.9307861328125,423.4483947753906,440.9658203125,458.4832458496094,476.0008544921875,493.5184631347656,511.035888671875,528.5533447265625,546.0709228515625,563.5885009765625,581.10595703125,598.6234130859375,616.1409912109375,633.6585693359375,651.176025390625,668.6934814453125,686.2110595703125,708.5226440429688,748.5625,788.6023559570312,828.642578125,868.6828002929688,908.72265625,948.7625122070312,988.802734375,1028.843017578125,1068.8828125,1108.922607421875,1148.962890625,1189.003173828125,1229.04296875,1269.082763671875,1309.123046875,1349.163330078125,1389.203125,1429.242919921875,1469.283203125,1509.323486328125,1549.36328125,1589.403564453125,1629.443359375,1669.483642578125,1709.5234375,1749.563720703125,1789.603515625,1829.643798828125,1869.68359375,1909.723876953125,1949.763671875,1989.803955078125,2029.84375,2069.884033203125,2109.923828125,2149.964111328125,2190.00390625,2230.044189453125,2270.083984375,2310.124267578125,2350.1640625,2390.204345703125,2430.244140625,2470.284423828125,2510.32421875,2550.364501953125,2590.404296875,2630.444580078125,2670.484375,2710.524658203125,2750.56396484375,2790.604736328125,2830.64453125,2870.684326171875,2910.72509765625,2950.764892578125,2990.8046875,3030.84521484375,3070.88427734375,3110.925048828125,3150.96484375,3191.004638671875,3231.04541015625,3271.085205078125,3311.125,3351.16552734375,3391.20458984375,3431.245361328125,3471.28515625,3511.324951171875,3551.36572265625,3591.405517578125,3631.4453125,3671.48583984375,3711.52490234375,3751.565673828125,3791.60546875,3831.645263671875,3871.68603515625,3911.725830078125,3951.765625,3991.80615234375,4031.84521484375,4071.885986328125,4111.92578125,4151.9658203125,4192.00634765625,4232.0458984375,4272.0859375,4312.12646484375,4352.16552734375,4392.2060546875,4432.24609375,4472.2861328125,4512.32666015625,4552.3662109375,4592.40625,4632.44677734375,4672.48583984375,4712.5263671875,4752.56640625,4792.6064453125,4832.64697265625,4872.6865234375,4912.7265625,4952.7666015625,4992.80712890625,5032.8466796875,5072.88671875,5112.9267578125,5152.96728515625,5193.0068359375,5233.046875,5273.0869140625,5313.12744140625,5353.1669921875,5393.20703125,5433.2470703125,5473.28759765625,5513.3271484375,5553.3671875,5593.4072265625,5633.44775390625,5673.4873046875,5713.52734375,5753.5673828125,5793.60791015625,5833.6474609375,5873.6875,5913.7275390625,5953.76806640625,5993.8076171875,6033.84765625,6073.8876953125,6113.92822265625,6153.9677734375,6194.0078125,6234.04833984375,6274.08837890625,6314.1279296875,6354.16796875,6394.20849609375,6434.24853515625,6474.2880859375,6514.328125,6554.36865234375,6594.40869140625,6677.5087890625,6767.5986328125,6857.68994140625,6947.77978515625,7037.869140625,7127.958984375,7218.05029296875,7308.14013671875,7398.2294921875,7488.3193359375,7578.41064453125,7668.50048828125,7758.58984375,7848.6796875,7938.77099609375,8028.86083984375,8118.9501953125,8209.0400390625,8299.130859375,8389.220703125,8479.310546875,8569.400390625,8659.4921875,8749.58203125,8839.6708984375,8929.7607421875,9019.8515625,9109.94140625,9200.03125,9290.12109375,9380.212890625,9470.302734375,9560.3916015625,9650.4814453125,9740.572265625,9830.662109375,9920.751953125,10010.841796875,10100.93359375,10191.0234375,10236.0498046875,10312.1796875,10392.2607421875,10472.3408203125,10552.419921875,10632.5,10712.5810546875,10792.6611328125,10872.740234375,10952.8203125,11032.9013671875,11112.9814453125,11193.060546875,11273.140625,11353.2216796875,11433.3017578125,11513.380859375,11593.4609375,11673.5419921875,11753.6220703125,11833.701171875,11913.78125,11993.8623046875,12073.9423828125,12154.021484375,12234.1015625,12314.1826171875,12394.2626953125,12474.34375,12554.421875,12634.5029296875,12714.5810546875,12794.662109375,12874.744140625,12954.8251953125,13034.9033203125,13114.9814453125,13195.0625,13275.1435546875,13355.224609375,13435.302734375,13515.380859375,13595.462890625,13675.5439453125,13755.625,13835.703125,13915.7841796875,13995.8623046875,14075.943359375,14156.025390625,14236.1064453125,14316.1845703125,14396.2626953125,14476.34375,14556.4248046875,14636.505859375,14716.583984375,14796.662109375,14876.744140625,14956.8251953125,15036.90625,15116.984375,15197.0654296875,15277.1435546875,15357.224609375,15437.306640625,15517.3876953125,15597.4658203125,15677.5439453125,15757.625,15837.7060546875,15917.787109375,15997.865234375,16077.943359375,16158.025390625,16238.1064453125,16318.1875,16398.265625,16478.34765625,16558.42578125,16638.505859375,16718.587890625,16798.666015625,16878.74609375,16958.828125,17038.90625,17118.98828125,17199.06640625,17279.146484375,17359.228515625,17439.306640625,17519.38671875,17599.46875,17679.546875,17759.62890625,17839.70703125,17919.787109375,17999.869140625,18079.947265625,18160.02734375,18240.109375,18320.1875,18400.26953125,18480.34765625,18560.427734375,18640.509765625,18720.587890625,18800.66796875,18880.75,18960.828125,19040.91015625,19120.98828125,19201.068359375,19281.150390625,19361.228515625,19441.30859375,19521.390625,19601.46875,19681.55078125,19761.62890625,19841.708984375,19921.791015625,20001.869140625,20081.94921875,20162.03125,20242.109375,20322.19140625,20402.26953125,20482.349609375,20562.431640625,20642.509765625,20722.58984375,20802.671875,20882.75,20962.83203125,21042.91015625,21122.990234375,21203.072265625,21283.150390625,21363.23046875,21443.3125,21523.390625,21603.47265625,21683.55078125,21763.630859375,21843.712890625,21923.791015625,22003.87109375,22083.953125,22164.03125,22244.11328125,22324.193359375,22404.271484375,22484.353515625,22564.431640625,22644.51171875,22724.59375,22804.671875,22884.75390625,22964.833984375,23044.912109375,23124.994140625,23205.072265625,23285.15234375,23365.234375,23445.3125,23525.39453125,23605.474609375,23685.552734375,23765.634765625,23845.712890625,23925.79296875,24005.875,24085.953125,24166.03515625,24246.115234375,24326.193359375,24406.275390625,24486.353515625,24566.43359375,24646.515625,24726.59375,24806.67578125,24886.755859375,24966.833984375,25046.916015625,25126.994140625,25207.07421875,25287.15625,25367.234375,25447.31640625,25527.396484375,25607.474609375,25687.556640625,25767.634765625,25847.71484375,25927.796875,26007.875,26087.95703125,26186.056640625,26306.17578125,26426.29296875,26546.412109375,26666.53515625,26786.65625,26906.775390625,27026.89453125,27147.01953125,27267.134765625,27387.255859375,27507.375,27627.494140625,27747.619140625,27867.734375,27987.85546875,28107.978515625,28228.09375,28348.21875,28468.333984375,28588.45703125,28708.578125,28828.693359375,28948.818359375,29068.9375,29189.056640625,29309.177734375,29429.29296875,29549.41796875,29669.537109375,29789.65625,29909.77734375,30029.900390625,30150.01953125,30270.13671875,30390.255859375,30510.37890625,30630.5,30750.619140625,30870.73828125,30990.86328125,31110.978515625,31231.099609375,31351.21875,31471.337890625,31591.462890625,31711.578125,31831.69921875,31951.822265625,32071.9375,32192.0625,32312.177734375,32432.30078125,32552.421875,32672.537109375,32792.6640625,32912.78125,33032.8984375,33153.0234375,33273.13671875,33393.26171875,33513.3828125,33633.5,33753.62109375,33873.7421875,33993.86328125,34113.98046875,34234.1015625,34354.22265625,34474.34375,34594.4609375,34714.58203125,34834.70703125,34954.8203125,35074.9453125,35195.0625,35315.1796875,35435.3046875,35555.421875,35675.54296875,35795.6640625,35915.78125,36035.90625,36156.0234375,36276.14453125,36396.265625,36516.3828125,36636.5078125,36756.625,36876.7421875,36996.8671875,37116.98046875,37237.10546875,37357.2265625,37477.34375,37597.46484375,37717.5859375,37837.70703125,37957.82421875,38077.9453125,38198.06640625,38318.1875,38438.3046875,38558.42578125,38678.55078125,38798.6640625,38918.7890625,39038.90625,39159.0234375,39279.1484375,39399.265625,39519.38671875,39639.5078125,39759.625,39879.75,39999.8671875,40119.98828125,40240.109375,40360.2265625,40480.3515625,40600.46875,40720.5859375,40840.7109375,40960.82421875,41080.94921875,41201.0703125,41286.125,41366.20703125,41446.2890625,41526.3671875,41606.4453125,41686.5234375,41766.60546875,41846.6875,41926.765625,42006.84765625,42086.9296875,42167.0078125,42247.0859375,42327.1640625,42407.24609375,42487.328125,42567.40625,42647.48828125,42727.5703125,42807.6484375,42887.7265625,42967.8046875,43047.88671875,43127.96875,43208.046875,43288.12890625,43368.2109375,43448.2890625,43528.3671875,43608.44921875,43688.5234375,43768.61328125,43848.6875,43928.76953125,44008.8515625,44088.92578125,44169.01171875,44249.0859375,44329.16796875,44409.25,44489.32421875,44569.4140625,44649.48828125,44729.5703125,44809.6484375,44889.73046875,44969.8125,45049.88671875,45129.96875,45210.05078125,45290.1328125,45370.2109375,45450.2890625,45530.375,45610.44921875,45690.53125,45770.61328125,45850.6875,45930.7734375,46010.8515625,46090.9296875,46171.01171875,46251.0859375,46331.17578125,46411.25,46491.33203125,46571.4140625,46651.48828125,46731.57421875,46811.6484375,46891.73046875,46971.8125,47051.88671875,47131.9765625,47212.05078125,47292.1328125,47372.2109375,47452.29296875,47532.375,47612.44921875,47692.53125,47772.61328125,47852.6953125,47932.7734375,48012.8515625,48092.9296875,48173.01171875,48253.09375,48333.17578125,48413.2578125,48493.33203125,48573.4140625,48653.4921875,48733.57421875,48813.65625,48893.73046875,48973.8125,49053.89453125,49133.9765625,49214.0546875,49294.1328125,49374.2109375,49454.29296875,49534.375,49614.45703125,49694.5390625,49774.61328125,49854.6953125,49934.7734375,50014.85546875,50094.9375,50175.01171875,50255.09375,50335.17578125,50415.2578125,50495.3359375,50575.4140625,50655.4921875,50735.57421875,50815.65625,50895.73828125,50975.8203125,51055.89453125,51135.9765625,51216.0546875,51296.13671875,51376.21875,51456.29296875,51536.375,51616.45703125,51696.5390625,51776.6171875,51856.6953125,51936.7734375,52024.81640625,52116.109375,52207.40234375,52298.6953125,52389.98046875,52481.2734375,52572.5625,52663.85546875,52755.1484375,52846.43359375,52937.7265625,53029.0234375,53120.31640625,53211.60546875,53302.89453125,53394.18359375,53485.4765625,53576.76953125,53668.0625,53759.35546875,53850.640625,53941.93359375,54033.22265625,54124.515625,54215.8125,54307.09375,54398.390625,54489.68359375,54580.9765625,54672.265625,54763.5546875,54854.84375,54946.13671875,55037.4296875,55128.72265625,55220.015625,55311.30078125,55402.59375,55493.8828125,55585.1796875,55675.5703125,55765.65625,55855.74609375,55945.8359375,56035.9296875,56126.01953125,56216.10546875,56306.1953125,56396.2890625,56486.37890625,56576.46875,56666.5625,56756.64453125,56846.73828125,56936.828125,57026.921875,57117.01171875,57207.09765625,57297.1875,57387.27734375,57477.37109375,57567.4609375,57657.546875,57747.63671875,57837.73046875,57927.8203125,58017.91015625,58108.00390625,58198.0859375,58288.1796875,58378.26953125,58468.36328125,58558.453125,58648.5390625,58738.62890625,58828.71875,58918.8125,59008.90234375,59098.98828125,59189.078125,59279.171875,59369.26171875,59459.3515625,59549.4453125,59639.52734375,59729.62109375,59819.7109375,59909.8046875,59999.89453125,60089.98046875,60180.0703125,60270.16015625,60360.25390625,60450.34375,60540.4375,60630.51953125,60720.61328125,60810.703125,60900.79296875,60990.88671875,61080.96875,61171.0625,61261.15234375,61351.24609375,61441.3359375,61531.421875,61621.51171875,61711.6015625,61801.6953125,61891.78515625,61981.87890625,62071.9609375,62162.0546875,62252.14453125,62342.234375,62432.328125,62522.41015625,62612.50390625,62702.59375,62792.6875,62882.77734375,62972.86328125,63062.953125,63153.04296875,63243.13671875,63333.2265625,63423.3203125,63513.40234375,63603.49609375,63693.5859375,63783.67578125,63873.76953125,63963.8515625,64053.9453125,64144.03515625,64234.12890625,64324.21875,64414.3046875,64504.39453125,64594.484375,64684.578125,64774.66796875,64864.76171875,64954.84375,65044.9375,65135.02734375,65225.1171875,65315.2109375,65405.29296875,65495.38671875,65585.4765625,65675.5703125,65765.65625,65855.75,65945.8359375,66035.921875,66126.015625,66216.109375,66306.203125,66396.28125,66486.375,66576.46875,66666.5625,66756.65625,66846.734375,66936.828125,67026.921875,67117.015625,67207.1015625,67297.1875,67387.28125,67477.3671875,67567.4609375,67657.546875,67747.640625,67837.7265625,67927.8203125,68017.90625,68108.0,68198.09375,68288.171875,68378.265625,68468.359375,68558.453125,68648.546875,68738.625,68828.71875,68918.8125,69008.8984375,69098.9921875,69189.0859375,69279.171875,69369.2578125,69459.3515625,69549.4453125,69639.53125,69729.6171875,69819.7109375,69909.8046875,69999.890625,70089.984375,70180.0703125,70270.15625,70360.25,70450.34375,70540.4375,70630.5234375,70720.609375,70810.703125,70900.796875,70990.8828125,71080.9765625,71171.0625,71261.1484375,71351.2421875,71441.3359375,71531.421875,71621.5078125,71711.6015625,71801.6953125,71891.78125,71981.875,72071.96875,72162.0546875,72252.140625,72342.234375,72432.328125,72522.4140625,72612.5,72702.59375,72792.6875,72882.7734375,72972.8671875,73062.953125,73153.046875,73243.1328125,73333.2265625,73423.3203125,73513.40625,73603.4921875,73693.5859375,73783.671875,73873.765625,73963.859375,74053.9453125,74144.03125,74234.125,74324.21875,74414.3125,74504.390625,74594.484375,74684.578125,74774.6640625,74864.7578125,74954.8515625,75044.9375,75135.0234375,75225.1171875,75315.2109375,75405.296875,75495.3828125,75585.4765625,75675.5703125,75765.65625,75855.75,75945.8359375,76035.921875,76126.015625,76216.109375,76306.203125,76396.2890625,76486.375,76576.46875,76666.5625,76756.6484375,76846.7421875,76936.828125,77026.9140625,77117.0078125,77207.1015625,77297.1875,77387.2734375,77477.3671875,77567.4609375,77657.546875,77747.640625,77837.734375,77927.8203125,78017.90625,78108.0],"yaxis":"y","type":"scattergl"},{"hovertemplate":"Tax type=Dividend income tax\u003cbr\u003eEmployment income=%{x}\u003cbr\u003eIncome tax (\u00a3)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Dividend income tax","line":{"color":"#EF553B","dash":"solid"},"marker":{"symbol":"circle"},"mode":"lines","name":"Dividend income tax","showlegend":true,"x":[0.0,200.2001953125,400.400390625,600.6005859375,800.80078125,1001.0009765625,1201.201171875,1401.4013671875,1601.6015625,1801.8017578125,2002.001953125,2202.2021484375,2402.40234375,2602.6025390625,2802.802734375,3003.0029296875,3203.203125,3403.4033203125,3603.603515625,3803.8037109375,4004.00390625,4204.2041015625,4404.404296875,4604.6044921875,4804.8046875,5005.0048828125,5205.205078125,5405.4052734375,5605.60546875,5805.8056640625,6006.005859375,6206.2060546875,6406.40625,6606.6064453125,6806.806640625,7007.0068359375,7207.20703125,7407.4072265625,7607.607421875,7807.8076171875,8008.0078125,8208.2080078125,8408.408203125,8608.6083984375,8808.80859375,9009.0087890625,9209.208984375,9409.4091796875,9609.609375,9809.8095703125,10010.009765625,10210.2099609375,10410.41015625,10610.6103515625,10810.810546875,11011.0107421875,11211.2109375,11411.4111328125,11611.611328125,11811.8115234375,12012.01171875,12212.2119140625,12412.412109375,12612.6123046875,12812.8125,13013.0126953125,13213.212890625,13413.4130859375,13613.61328125,13813.8134765625,14014.013671875,14214.2138671875,14414.4140625,14614.6142578125,14814.814453125,15015.0146484375,15215.21484375,15415.4150390625,15615.615234375,15815.8154296875,16016.015625,16216.2158203125,16416.416015625,16616.6171875,16816.81640625,17017.017578125,17217.216796875,17417.41796875,17617.6171875,17817.818359375,18018.017578125,18218.21875,18418.41796875,18618.619140625,18818.818359375,19019.01953125,19219.21875,19419.419921875,19619.619140625,19819.8203125,20020.01953125,20220.220703125,20420.419921875,20620.62109375,20820.8203125,21021.021484375,21221.220703125,21421.421875,21621.62109375,21821.822265625,22022.021484375,22222.22265625,22422.421875,22622.623046875,22822.822265625,23023.0234375,23223.22265625,23423.423828125,23623.623046875,23823.82421875,24024.0234375,24224.224609375,24424.423828125,24624.625,24824.82421875,25025.025390625,25225.224609375,25425.42578125,25625.625,25825.826171875,26026.025390625,26226.2265625,26426.42578125,26626.626953125,26826.826171875,27027.02734375,27227.2265625,27427.427734375,27627.626953125,27827.828125,28028.02734375,28228.228515625,28428.427734375,28628.62890625,28828.828125,29029.029296875,29229.228515625,29429.4296875,29629.62890625,29829.830078125,30030.029296875,30230.23046875,30430.4296875,30630.630859375,30830.830078125,31031.03125,31231.23046875,31431.431640625,31631.630859375,31831.83203125,32032.03125,32232.232421875,32432.431640625,32632.6328125,32832.83203125,33033.03125,33233.234375,33433.43359375,33633.6328125,33833.83203125,34034.03515625,34234.234375,34434.43359375,34634.6328125,34834.8359375,35035.03515625,35235.234375,35435.43359375,35635.63671875,35835.8359375,36036.03515625,36236.234375,36436.4375,36636.63671875,36836.8359375,37037.03515625,37237.23828125,37437.4375,37637.63671875,37837.8359375,38038.0390625,38238.23828125,38438.4375,38638.63671875,38838.83984375,39039.0390625,39239.23828125,39439.4375,39639.640625,39839.83984375,40040.0390625,40240.2421875,40440.44140625,40640.640625,40840.83984375,41041.04296875,41241.2421875,41441.44140625,41641.640625,41841.84375,42042.04296875,42242.2421875,42442.44140625,42642.64453125,42842.84375,43043.04296875,43243.2421875,43443.4453125,43643.64453125,43843.84375,44044.04296875,44244.24609375,44444.4453125,44644.64453125,44844.84375,45045.046875,45245.24609375,45445.4453125,45645.64453125,45845.84765625,46046.046875,46246.24609375,46446.4453125,46646.6484375,46846.84765625,47047.046875,47247.24609375,47447.44921875,47647.6484375,47847.84765625,48048.046875,48248.25,48448.44921875,48648.6484375,48848.84765625,49049.05078125,49249.25,49449.44921875,49649.6484375,49849.8515625,50050.05078125,50250.25,50450.44921875,50650.65234375,50850.8515625,51051.05078125,51251.25,51451.453125,51651.65234375,51851.8515625,52052.05078125,52252.25390625,52452.453125,52652.65234375,52852.8515625,53053.0546875,53253.25390625,53453.453125,53653.65234375,53853.85546875,54054.0546875,54254.25390625,54454.453125,54654.65625,54854.85546875,55055.0546875,55255.25390625,55455.45703125,55655.65625,55855.85546875,56056.0546875,56256.2578125,56456.45703125,56656.65625,56856.85546875,57057.05859375,57257.2578125,57457.45703125,57657.65625,57857.859375,58058.05859375,58258.2578125,58458.45703125,58658.66015625,58858.859375,59059.05859375,59259.2578125,59459.4609375,59659.66015625,59859.859375,60060.05859375,60260.26171875,60460.4609375,60660.66015625,60860.859375,61061.0625,61261.26171875,61461.4609375,61661.66015625,61861.86328125,62062.0625,62262.26171875,62462.4609375,62662.6640625,62862.86328125,63063.0625,63263.26171875,63463.46484375,63663.6640625,63863.86328125,64064.0625,64264.265625,64464.46484375,64664.6640625,64864.86328125,65065.06640625,65265.265625,65465.46484375,65665.6640625,65865.8671875,66066.0625,66266.265625,66466.46875,66666.6640625,66866.8671875,67067.0703125,67267.265625,67467.46875,67667.6640625,67867.8671875,68068.0703125,68268.265625,68468.46875,68668.671875,68868.8671875,69069.0703125,69269.265625,69469.46875,69669.671875,69869.8671875,70070.0703125,70270.2734375,70470.46875,70670.671875,70870.8671875,71071.0703125,71271.2734375,71471.46875,71671.671875,71871.875,72072.0703125,72272.2734375,72472.46875,72672.671875,72872.875,73073.0703125,73273.2734375,73473.4765625,73673.671875,73873.875,74074.0703125,74274.2734375,74474.4765625,74674.671875,74874.875,75075.078125,75275.2734375,75475.4765625,75675.671875,75875.875,76076.078125,76276.2734375,76476.4765625,76676.6796875,76876.875,77077.078125,77277.2734375,77477.4765625,77677.6796875,77877.875,78078.078125,78278.28125,78478.4765625,78678.6796875,78878.875,79079.078125,79279.28125,79479.4765625,79679.6796875,79879.8828125,80080.078125,80280.28125,80480.484375,80680.6796875,80880.8828125,81081.078125,81281.28125,81481.484375,81681.6796875,81881.8828125,82082.0859375,82282.28125,82482.484375,82682.6796875,82882.8828125,83083.0859375,83283.28125,83483.484375,83683.6875,83883.8828125,84084.0859375,84284.28125,84484.484375,84684.6875,84884.8828125,85085.0859375,85285.2890625,85485.484375,85685.6875,85885.8828125,86086.0859375,86286.2890625,86486.484375,86686.6875,86886.890625,87087.0859375,87287.2890625,87487.484375,87687.6875,87887.890625,88088.0859375,88288.2890625,88488.4921875,88688.6875,88888.890625,89089.0859375,89289.2890625,89489.4921875,89689.6875,89889.890625,90090.09375,90290.2890625,90490.4921875,90690.6875,90890.890625,91091.09375,91291.2890625,91491.4921875,91691.6953125,91891.890625,92092.09375,92292.2890625,92492.4921875,92692.6953125,92892.890625,93093.09375,93293.296875,93493.4921875,93693.6953125,93893.890625,94094.09375,94294.296875,94494.4921875,94694.6953125,94894.8984375,95095.09375,95295.296875,95495.4921875,95695.6953125,95895.8984375,96096.09375,96296.296875,96496.5,96696.6953125,96896.8984375,97097.09375,97297.296875,97497.5,97697.6953125,97897.8984375,98098.1015625,98298.296875,98498.5,98698.6953125,98898.8984375,99099.1015625,99299.296875,99499.5,99699.703125,99899.8984375,100100.1015625,100300.296875,100500.5,100700.703125,100900.8984375,101101.1015625,101301.3046875,101501.5,101701.703125,101901.8984375,102102.1015625,102302.3046875,102502.5,102702.703125,102902.90625,103103.1015625,103303.3046875,103503.5,103703.703125,103903.90625,104104.1015625,104304.3046875,104504.5078125,104704.703125,104904.90625,105105.1015625,105305.3046875,105505.5078125,105705.703125,105905.90625,106106.109375,106306.3046875,106506.5078125,106706.703125,106906.90625,107107.109375,107307.3046875,107507.5078125,107707.7109375,107907.90625,108108.109375,108308.3046875,108508.5078125,108708.7109375,108908.90625,109109.109375,109309.3125,109509.5078125,109709.7109375,109909.90625,110110.109375,110310.3125,110510.5078125,110710.7109375,110910.9140625,111111.109375,111311.3125,111511.5078125,111711.7109375,111911.9140625,112112.109375,112312.3125,112512.515625,112712.7109375,112912.9140625,113113.109375,113313.3125,113513.515625,113713.7109375,113913.9140625,114114.1171875,114314.3125,114514.515625,114714.7109375,114914.9140625,115115.1171875,115315.3125,115515.515625,115715.71875,115915.9140625,116116.1171875,116316.3125,116516.515625,116716.71875,116916.9140625,117117.1171875,117317.3203125,117517.515625,117717.71875,117917.9140625,118118.1171875,118318.3203125,118518.515625,118718.71875,118918.921875,119119.1171875,119319.3203125,119519.515625,119719.71875,119919.921875,120120.1171875,120320.3203125,120520.5234375,120720.71875,120920.921875,121121.125,121321.3203125,121521.5234375,121721.71875,121921.921875,122122.125,122322.3203125,122522.5234375,122722.7265625,122922.921875,123123.125,123323.3203125,123523.5234375,123723.7265625,123923.921875,124124.125,124324.328125,124524.5234375,124724.7265625,124924.921875,125125.125,125325.328125,125525.5234375,125725.7265625,125925.9296875,126126.125,126326.328125,126526.5234375,126726.7265625,126926.9296875,127127.125,127327.328125,127527.53125,127727.7265625,127927.9296875,128128.125,128328.328125,128528.53125,128728.7265625,128928.9296875,129129.1328125,129329.328125,129529.53125,129729.7265625,129929.9296875,130130.1328125,130330.328125,130530.53125,130730.734375,130930.9296875,131131.125,131331.328125,131531.53125,131731.734375,131931.9375,132132.125,132332.328125,132532.53125,132732.734375,132932.9375,133133.140625,133333.328125,133533.53125,133733.734375,133933.9375,134134.140625,134334.328125,134534.53125,134734.734375,134934.9375,135135.140625,135335.328125,135535.53125,135735.734375,135935.9375,136136.140625,136336.34375,136536.53125,136736.734375,136936.9375,137137.140625,137337.34375,137537.53125,137737.734375,137937.9375,138138.140625,138338.34375,138538.53125,138738.734375,138938.9375,139139.140625,139339.34375,139539.546875,139739.734375,139939.9375,140140.140625,140340.34375,140540.546875,140740.734375,140940.9375,141141.140625,141341.34375,141541.546875,141741.734375,141941.9375,142142.140625,142342.34375,142542.546875,142742.75,142942.9375,143143.140625,143343.34375,143543.546875,143743.75,143943.9375,144144.140625,144344.34375,144544.546875,144744.75,144944.9375,145145.140625,145345.34375,145545.546875,145745.75,145945.953125,146146.140625,146346.34375,146546.546875,146746.75,146946.953125,147147.140625,147347.34375,147547.546875,147747.75,147947.953125,148148.140625,148348.34375,148548.546875,148748.75,148948.953125,149149.15625,149349.34375,149549.546875,149749.75,149949.953125,150150.15625,150350.34375,150550.546875,150750.75,150950.953125,151151.15625,151351.34375,151551.546875,151751.75,151951.953125,152152.15625,152352.359375,152552.546875,152752.75,152952.953125,153153.15625,153353.359375,153553.546875,153753.75,153953.953125,154154.15625,154354.359375,154554.546875,154754.75,154954.953125,155155.15625,155355.359375,155555.5625,155755.75,155955.953125,156156.15625,156356.359375,156556.5625,156756.75,156956.953125,157157.15625,157357.359375,157557.5625,157757.75,157957.953125,158158.15625,158358.359375,158558.5625,158758.765625,158958.953125,159159.15625,159359.359375,159559.5625,159759.765625,159959.953125,160160.15625,160360.359375,160560.5625,160760.765625,160960.96875,161161.15625,161361.359375,161561.5625,161761.765625,161961.96875,162162.15625,162362.359375,162562.5625,162762.765625,162962.96875,163163.15625,163363.359375,163563.5625,163763.765625,163963.96875,164164.171875,164364.359375,164564.5625,164764.765625,164964.96875,165165.171875,165365.359375,165565.5625,165765.765625,165965.96875,166166.171875,166366.359375,166566.5625,166766.765625,166966.96875,167167.171875,167367.375,167567.5625,167767.765625,167967.96875,168168.171875,168368.375,168568.5625,168768.765625,168968.96875,169169.171875,169369.375,169569.5625,169769.765625,169969.96875,170170.171875,170370.375,170570.578125,170770.765625,170970.96875,171171.171875,171371.375,171571.578125,171771.765625,171971.96875,172172.171875,172372.375,172572.578125,172772.765625,172972.96875,173173.171875,173373.375,173573.578125,173773.78125,173973.96875,174174.171875,174374.375,174574.578125,174774.78125,174974.96875,175175.171875,175375.375,175575.578125,175775.78125,175975.96875,176176.171875,176376.375,176576.578125,176776.78125,176976.984375,177177.171875,177377.375,177577.578125,177777.78125,177977.984375,178178.171875,178378.375,178578.578125,178778.78125,178978.984375,179179.171875,179379.375,179579.578125,179779.78125,179979.984375,180180.1875,180380.375,180580.578125,180780.78125,180980.984375,181181.1875,181381.375,181581.578125,181781.78125,181981.984375,182182.1875,182382.375,182582.578125,182782.78125,182982.984375,183183.1875,183383.390625,183583.578125,183783.78125,183983.984375,184184.1875,184384.390625,184584.578125,184784.78125,184984.984375,185185.1875,185385.390625,185585.578125,185785.78125,185985.984375,186186.1875,186386.390625,186586.59375,186786.78125,186986.984375,187187.1875,187387.390625,187587.59375,187787.78125,187987.984375,188188.1875,188388.390625,188588.59375,188788.78125,188988.984375,189189.1875,189389.390625,189589.59375,189789.796875,189989.984375,190190.1875,190390.390625,190590.59375,190790.796875,190990.984375,191191.1875,191391.390625,191591.59375,191791.796875,191991.984375,192192.1875,192392.390625,192592.59375,192792.796875,192993.0,193193.1875,193393.390625,193593.59375,193793.796875,193994.0,194194.1875,194394.390625,194594.59375,194794.796875,194995.0,195195.1875,195395.390625,195595.59375,195795.796875,195996.0,196196.203125,196396.390625,196596.59375,196796.796875,196997.0,197197.203125,197397.390625,197597.59375,197797.796875,197998.0,198198.203125,198398.390625,198598.59375,198798.796875,198999.0,199199.203125,199399.40625,199599.59375,199799.796875,200000.0],"xaxis":"x","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.02789306640625,20.54541015625,38.06292724609375,55.5804443359375,73.09796142578125,90.615478515625,108.13299560546875,125.6505126953125,143.16802978515625,160.685546875,178.20297241210938,195.7205810546875,213.23818969726562,230.755615234375,248.27304077148438,265.7906494140625,283.3082580566406,300.82568359375,318.3431091308594,335.8607177734375,353.3783264160156,370.895751953125,388.4131774902344,405.9307861328125,423.4483947753906,440.9658203125,458.4832458496094,476.0008544921875,493.5184631347656,511.035888671875,528.5533447265625,546.0709228515625,563.5885009765625,581.10595703125,598.6234130859375,616.1409912109375,633.6585693359375,651.176025390625,668.6934814453125,686.2110595703125,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,700.0,743.060546875,793.1103515625,843.1611328125,893.2109375,943.2607421875,993.310546875,1043.361328125,1093.4111328125,1143.4609375,1193.5107421875,1243.5615234375,1293.611328125,1343.6611328125,1393.7109375,1443.76171875,1493.8115234375,1543.861328125,1593.9111328125,1643.9619140625,1694.01171875,1744.0615234375,1794.111328125,1844.162109375,1894.2119140625,1944.26171875,1994.3115234375,2044.3623046875,2094.412109375,2144.4619140625,2194.51171875,2244.5625,2294.6123046875,2344.662109375,2394.7119140625,2444.7626953125,2494.8125,2544.8623046875,2594.912109375,2644.962890625,2695.0126953125,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2700.0,2707.9599609375,2719.171142578125,2730.382568359375,2741.593994140625,2752.804443359375,2764.015869140625,2775.227294921875,2786.438720703125,2797.64990234375,2808.860595703125,2820.07177734375,2831.283203125,2842.49462890625,2853.7060546875,2864.91650390625,2876.1279296875,2887.33935546875,2898.550537109375,2909.761962890625,2920.973388671875,2932.183837890625,2943.395263671875,2954.606689453125,2965.818115234375,2977.029296875,2988.239990234375,2999.451171875,3010.66259765625,3021.8740234375,3033.08544921875,3044.2958984375,3055.50732421875,3066.718505859375,3077.929931640625,3089.141357421875,3100.352783203125,3111.563232421875,3122.774658203125,3133.986083984375,3145.197265625,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0,3148.0],"yaxis":"y","type":"scattergl"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Employment income"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Income tax (\u00a3)"}},"legend":{"title":{"text":"Tax type"},"tracegroupgap":0},"title":{"text":"Income tax vs employment income"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('8d9eb828-a20c-4be1-bd63-102ff712e5a9');
+var gd = document.getElementById('4f3b0641-c87e-4a5c-8e92-eb01442d575e');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/programs/gov/hmrc/national-insurance.html b/programs/gov/hmrc/national-insurance.html
index b7c38eca2..a01a7c0e1 100644
--- a/programs/gov/hmrc/national-insurance.html
+++ b/programs/gov/hmrc/national-insurance.html
@@ -433,9 +433,9 @@ <h2>Appendix<a class="headerlink" href="#appendix" title="Permalink to this head
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="31dcdb81-5307-4e78-9f18-2c7105570354" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("31dcdb81-5307-4e78-9f18-2c7105570354")) {                    Plotly.newPlot(                        "31dcdb81-5307-4e78-9f18-2c7105570354",                        [{"hovertemplate":"Label=NI Lower Earnings Limit\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Lower Earnings Limit","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Lower Earnings Limit","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[120.0,120.0,123.0,130.00882825040128,132.08186195826647,134.15489566613164,136.42536115569823,139.09069020866775,141.85473515248796,141.85473515248796,141.85473515248796,141.85473515248796,141.85473515248796,141.85473515248796],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Primary Threshold\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Primary Threshold","line":{"color":"#EF553B","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Primary Threshold","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[183.0,184.0,190.0,241.73,241.73,241.73,241.73,241.73,246.53371894960958,246.53371894960958,246.53371894960958,246.53371894960958,246.53371894960958,246.53371894960958],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Upper Earnings Limit\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Upper Earnings Limit","line":{"color":"#00cc96","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Upper Earnings Limit","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[962.0,966.73,966.73,966.73,966.73,966.73,966.73,985.616910274964,1005.2033357452968,1005.2033357452968,1005.2033357452968,1005.2033357452968,1005.2033357452968,1005.2033357452968],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Secondary Threshold\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Secondary Threshold","line":{"color":"#ab63fa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Secondary Threshold","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[169.0,170.0,175.0,175.0,175.0,177.74663677130044,180.75485799701042,184.2862481315396,187.94843049327352,187.94843049327352,187.94843049327352,187.94843049327352,187.94843049327352,187.94843049327352],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Class 2 Small Profits Threshold\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 2 Small Profits Threshold","line":{"color":"#FFA15A","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 2 Small Profits Threshold","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[6475.0,6515.0,6725.0,7108.206260032102,7221.548956661317,7334.89165329053,7459.028892455858,7604.755216693419,7755.8788121990365,7755.8788121990365,7755.8788121990365,7755.8788121990365,7755.8788121990365,7755.8788121990365],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Lower Profits Limit\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Lower Profits Limit","line":{"color":"#19d3f3","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Lower Profits Limit","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[9500.0,9568.0,11908.0,11908.0,12570.0,12767.286995515695,12983.363228699549,13237.017937219729,13500.067264573989,13500.067264573989,13500.067264573989,13500.067264573989,13500.067264573989,13500.067264573989],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Upper Profits Limit\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Upper Profits Limit","line":{"color":"#FF6692","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Upper Profits Limit","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[50000.0,50270.0,50270.0,50270.0,50270.0,50270.0,50270.0,51252.12011577425,52270.615050651235,52270.615050651235,52270.615050651235,52270.615050651235,52270.615050651235,52270.615050651235],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Instant"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Value"}},"legend":{"title":{"text":""},"tracegroupgap":0,"orientation":"h","yanchor":"bottom","y":-0.3,"xanchor":"right","x":1},"margin":{"t":60},"title":{"text":"National Insurance thresholds over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="0cd1b5e7-7392-404b-a874-5cad58731640" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("0cd1b5e7-7392-404b-a874-5cad58731640")) {                    Plotly.newPlot(                        "0cd1b5e7-7392-404b-a874-5cad58731640",                        [{"hovertemplate":"Label=NI Lower Earnings Limit\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Lower Earnings Limit","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Lower Earnings Limit","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[120.0,120.0,123.0,130.00882825040128,132.08186195826647,134.15489566613164,136.42536115569823,139.09069020866775,141.85473515248796,141.85473515248796,141.85473515248796,141.85473515248796,141.85473515248796,141.85473515248796],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Primary Threshold\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Primary Threshold","line":{"color":"#EF553B","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Primary Threshold","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[183.0,184.0,190.0,241.73,241.73,241.73,241.73,241.73,246.53371894960958,246.53371894960958,246.53371894960958,246.53371894960958,246.53371894960958,246.53371894960958],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Upper Earnings Limit\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Upper Earnings Limit","line":{"color":"#00cc96","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Upper Earnings Limit","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[962.0,966.73,966.73,966.73,966.73,966.73,966.73,985.616910274964,1005.2033357452968,1005.2033357452968,1005.2033357452968,1005.2033357452968,1005.2033357452968,1005.2033357452968],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Secondary Threshold\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Secondary Threshold","line":{"color":"#ab63fa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Secondary Threshold","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[169.0,170.0,175.0,175.0,175.0,177.74663677130044,180.75485799701042,184.2862481315396,187.94843049327352,187.94843049327352,187.94843049327352,187.94843049327352,187.94843049327352,187.94843049327352],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Class 2 Small Profits Threshold\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 2 Small Profits Threshold","line":{"color":"#FFA15A","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 2 Small Profits Threshold","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[6475.0,6515.0,6725.0,7108.206260032102,7221.548956661317,7334.89165329053,7459.028892455858,7604.755216693419,7755.8788121990365,7755.8788121990365,7755.8788121990365,7755.8788121990365,7755.8788121990365,7755.8788121990365],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Lower Profits Limit\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Lower Profits Limit","line":{"color":"#19d3f3","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Lower Profits Limit","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[9500.0,9568.0,11908.0,11908.0,12570.0,12767.286995515695,12983.363228699549,13237.017937219729,13500.067264573989,13500.067264573989,13500.067264573989,13500.067264573989,13500.067264573989,13500.067264573989],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Upper Profits Limit\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Upper Profits Limit","line":{"color":"#FF6692","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Upper Profits Limit","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[50000.0,50270.0,50270.0,50270.0,50270.0,50270.0,50270.0,51252.12011577425,52270.615050651235,52270.615050651235,52270.615050651235,52270.615050651235,52270.615050651235,52270.615050651235],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Instant"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Value"}},"legend":{"title":{"text":""},"tracegroupgap":0,"orientation":"h","yanchor":"bottom","y":-0.3,"xanchor":"right","x":1},"margin":{"t":60},"title":{"text":"National Insurance thresholds over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('31dcdb81-5307-4e78-9f18-2c7105570354');
+var gd = document.getElementById('0cd1b5e7-7392-404b-a874-5cad58731640');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
@@ -498,9 +498,9 @@ <h2>Appendix<a class="headerlink" href="#appendix" title="Permalink to this head
 </div>
 </details>
 <div class="cell_output docutils container">
-<div class="output text_html"><div>                            <div id="bd8a0858-e004-427a-b843-c25c9ddc281a" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("bd8a0858-e004-427a-b843-c25c9ddc281a")) {                    Plotly.newPlot(                        "bd8a0858-e004-427a-b843-c25c9ddc281a",                        [{"hovertemplate":"Label=NI Class 2 Flat Rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 2 Flat Rate","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 2 Flat Rate","orientation":"v","showlegend":true,"x":["2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Class 4 main rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 4 main rate","line":{"color":"#EF553B","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 4 main rate","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.09,0.09,0.1025,0.09,0.06,0.06,0.06,0.06,0.06,0.06,0.06,0.06,0.06,0.06],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Class 4 additional rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 4 additional rate","line":{"color":"#00cc96","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 4 additional rate","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.02,0.02,0.035,0.035,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Class 1 main rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 1 main rate","line":{"color":"#ab63fa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 1 main rate","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.12,0.12,0.1325,0.12,0.08,0.08,0.08,0.08,0.08,0.08,0.08,0.08,0.08,0.08],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Class 1 additional rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 1 additional rate","line":{"color":"#FFA15A","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 1 additional rate","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.02,0.02,0.0325,0.0325,0.0185,0.0185,0.0185,0.0185,0.0185,0.0185,0.0185,0.0185,0.0185,0.0185],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Employer rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Employer rate","line":{"color":"#19d3f3","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Employer rate","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Instant"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Value"}},"legend":{"title":{"text":""},"tracegroupgap":0,"orientation":"h","yanchor":"bottom","y":-0.3,"xanchor":"right","x":1},"margin":{"t":60},"title":{"text":"National Insurance rates over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+<div class="output text_html"><div>                            <div id="923b6c88-a4d0-4f81-9a49-36a406e58255" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("923b6c88-a4d0-4f81-9a49-36a406e58255")) {                    Plotly.newPlot(                        "923b6c88-a4d0-4f81-9a49-36a406e58255",                        [{"hovertemplate":"Label=NI Class 2 Flat Rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 2 Flat Rate","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 2 Flat Rate","orientation":"v","showlegend":true,"x":["2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Class 4 main rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 4 main rate","line":{"color":"#EF553B","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 4 main rate","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.09,0.09,0.1025,0.09,0.06,0.06,0.06,0.06,0.06,0.06,0.06,0.06,0.06,0.06],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Class 4 additional rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 4 additional rate","line":{"color":"#00cc96","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 4 additional rate","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.02,0.02,0.035,0.035,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Class 1 main rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 1 main rate","line":{"color":"#ab63fa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 1 main rate","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.12,0.12,0.1325,0.12,0.08,0.08,0.08,0.08,0.08,0.08,0.08,0.08,0.08,0.08],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Class 1 additional rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Class 1 additional rate","line":{"color":"#FFA15A","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Class 1 additional rate","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.02,0.02,0.0325,0.0325,0.0185,0.0185,0.0185,0.0185,0.0185,0.0185,0.0185,0.0185,0.0185,0.0185],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=NI Employer rate\u003cbr\u003eInstant=%{x}\u003cbr\u003eValue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"NI Employer rate","line":{"color":"#19d3f3","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"NI Employer rate","orientation":"v","showlegend":true,"x":["2020-04-06","2021-04-06","2022-04-06","2023-04-06","2024-04-06","2025-04-06","2026-04-06","2027-04-06","2028-04-06","2029-04-06","2030-04-06","2031-04-06","2032-04-06","2033-04-06"],"xaxis":"x","y":[0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Instant"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Value"}},"legend":{"title":{"text":""},"tracegroupgap":0,"orientation":"h","yanchor":"bottom","y":-0.3,"xanchor":"right","x":1},"margin":{"t":60},"title":{"text":"National Insurance rates over time"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('bd8a0858-e004-427a-b843-c25c9ddc281a');
+var gd = document.getElementById('923b6c88-a4d0-4f81-9a49-36a406e58255');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/programs/gov/hmrc/stamp-duty.html b/programs/gov/hmrc/stamp-duty.html
index e4e361462..0814cfa95 100644
--- a/programs/gov/hmrc/stamp-duty.html
+++ b/programs/gov/hmrc/stamp-duty.html
@@ -388,9 +388,9 @@ <h2>Rates<a class="headerlink" href="#rates" title="Permalink to this heading">#
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="361efa62-fd40-40b0-af9f-17ce2202130a" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("361efa62-fd40-40b0-af9f-17ce2202130a")) {                    Plotly.newPlot(                        "361efa62-fd40-40b0-af9f-17ce2202130a",                        [{"hovertemplate":"Label=Residential rent\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Residential rent","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Residential rent","orientation":"v","showlegend":true,"x":[0,125000,5200000],"xaxis":"x","y":[0.0,0.01,0.01],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=Residential purchase main (first home)\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Residential purchase main (first home)","line":{"color":"#EF553B","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Residential purchase main (first home)","orientation":"v","showlegend":true,"x":[0,300000,500000,925000,1500000,5200000],"xaxis":"x","y":[0.0,0.05,0.05,0.1,0.12,0.12],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=Residential purchase main standard\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Residential purchase main standard","line":{"color":"#00cc96","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Residential purchase main standard","orientation":"v","showlegend":true,"x":[0,125000,250000,925000,1500000,5200000],"xaxis":"x","y":[0.0,0.02,0.05,0.1,0.12,0.12],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=Residential purchase additional\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Residential purchase additional","line":{"color":"#ab63fa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Residential purchase additional","orientation":"v","showlegend":true,"x":[0,40000,125000,250000,925000,1500000,5200000],"xaxis":"x","y":[0.0,0.03,0.05,0.08,0.13,0.15,0.15],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=Non-residential rent\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Non-residential rent","line":{"color":"#FFA15A","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Non-residential rent","orientation":"v","showlegend":true,"x":[0,150000,5000000,5200000],"xaxis":"x","y":[0.0,0.01,0.02,0.02],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=Non-residential purchase\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Non-residential purchase","line":{"color":"#19d3f3","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Non-residential purchase","orientation":"v","showlegend":true,"x":[0,150000,250000,5200000],"xaxis":"x","y":[0.0,0.02,0.05,0.05],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Threshold"},"tickprefix":"\u00a3"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Rate"},"tickformat":",.0%"},"legend":{"title":{"text":""},"tracegroupgap":0,"orientation":"h","yanchor":"bottom","y":-0.3,"xanchor":"right","x":0.9},"title":{"text":"Stamp duty land tax rates over property price thresholds"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="acf04970-27d6-4936-9309-12ce396eb394" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("acf04970-27d6-4936-9309-12ce396eb394")) {                    Plotly.newPlot(                        "acf04970-27d6-4936-9309-12ce396eb394",                        [{"hovertemplate":"Label=Residential rent\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Residential rent","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Residential rent","orientation":"v","showlegend":true,"x":[0,125000,5200000],"xaxis":"x","y":[0.0,0.01,0.01],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=Residential purchase main (first home)\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Residential purchase main (first home)","line":{"color":"#EF553B","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Residential purchase main (first home)","orientation":"v","showlegend":true,"x":[0,300000,500000,925000,1500000,5200000],"xaxis":"x","y":[0.0,0.05,0.05,0.1,0.12,0.12],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=Residential purchase main standard\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Residential purchase main standard","line":{"color":"#00cc96","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Residential purchase main standard","orientation":"v","showlegend":true,"x":[0,125000,250000,925000,1500000,5200000],"xaxis":"x","y":[0.0,0.02,0.05,0.1,0.12,0.12],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=Residential purchase additional\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Residential purchase additional","line":{"color":"#ab63fa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Residential purchase additional","orientation":"v","showlegend":true,"x":[0,40000,125000,250000,925000,1500000,5200000],"xaxis":"x","y":[0.0,0.03,0.05,0.08,0.13,0.15,0.15],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=Non-residential rent\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Non-residential rent","line":{"color":"#FFA15A","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Non-residential rent","orientation":"v","showlegend":true,"x":[0,150000,5000000,5200000],"xaxis":"x","y":[0.0,0.01,0.02,0.02],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=Non-residential purchase\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Non-residential purchase","line":{"color":"#19d3f3","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Non-residential purchase","orientation":"v","showlegend":true,"x":[0,150000,250000,5200000],"xaxis":"x","y":[0.0,0.02,0.05,0.05],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Threshold"},"tickprefix":"\u00a3"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Rate"},"tickformat":",.0%"},"legend":{"title":{"text":""},"tracegroupgap":0,"orientation":"h","yanchor":"bottom","y":-0.3,"xanchor":"right","x":0.9},"title":{"text":"Stamp duty land tax rates over property price thresholds"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('361efa62-fd40-40b0-af9f-17ce2202130a');
+var gd = document.getElementById('acf04970-27d6-4936-9309-12ce396eb394');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
@@ -506,9 +506,9 @@ <h2>Rates<a class="headerlink" href="#rates" title="Permalink to this heading">#
 </div>
 </details>
 <div class="cell_output docutils container">
-<div class="output text_html"><div>                            <div id="530c04c3-d8a0-48ec-a880-98469f544a65" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("530c04c3-d8a0-48ec-a880-98469f544a65")) {                    Plotly.newPlot(                        "530c04c3-d8a0-48ec-a880-98469f544a65",                        [{"hovertemplate":"Home price=%{x}\u003cbr\u003eMarginal SDLT rate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"","orientation":"v","showlegend":false,"x":[0.0,5005.0048828125,10010.009765625,15015.0146484375,20020.01953125,25025.025390625,30030.029296875,35035.03515625,40040.0390625,45045.046875,50050.05078125,55055.0546875,60060.05859375,65065.06640625,70070.0703125,75075.078125,80080.078125,85085.0859375,90090.09375,95095.09375,100100.1015625,105105.1015625,110110.109375,115115.1171875,120120.1171875,125125.125,130130.1328125,135135.140625,140140.140625,145145.140625,150150.15625,155155.15625,160160.15625,165165.171875,170170.171875,175175.171875,180180.1875,185185.1875,190190.1875,195195.1875,200200.203125,205205.203125,210210.203125,215215.21875,220220.21875,225225.21875,230230.234375,235235.234375,240240.234375,245245.25,250250.25,255255.25,260260.265625,265265.25,270270.28125,275275.28125,280280.28125,285285.28125,290290.28125,295295.28125,300300.3125,305305.3125,310310.3125,315315.3125,320320.3125,325325.3125,330330.34375,335335.34375,340340.34375,345345.34375,350350.34375,355355.34375,360360.375,365365.375,370370.375,375375.375,380380.375,385385.375,390390.375,395395.40625,400400.40625,405405.40625,410410.40625,415415.40625,420420.40625,425425.4375,430430.4375,435435.4375,440440.4375,445445.4375,450450.4375,455455.46875,460460.46875,465465.46875,470470.46875,475475.46875,480480.46875,485485.5,490490.5,495495.5,500500.5,505505.5,510510.5,515515.5,520520.53125,525525.5,530530.5,535535.5625,540540.5625,545545.5625,550550.5625,555555.5625,560560.5625,565565.5625,570570.5625,575575.5625,580580.5625,585585.5625,590590.5625,595595.625,600600.625,605605.625,610610.625,615615.625,620620.625,625625.625,630630.625,635635.625,640640.625,645645.625,650650.625,655655.625,660660.6875,665665.6875,670670.6875,675675.6875,680680.6875,685685.6875,690690.6875,695695.6875,700700.6875,705705.6875,710710.6875,715715.6875,720720.75,725725.75,730730.75,735735.75,740740.75,745745.75,750750.75,755755.75,760760.75,765765.75,770770.75,775775.75,780780.75,785785.8125,790790.8125,795795.8125,800800.8125,805805.8125,810810.8125,815815.8125,820820.8125,825825.8125,830830.8125,835835.8125,840840.8125,845845.875,850850.875,855855.875,860860.875,865865.875,870870.875,875875.875,880880.875,885885.875,890890.875,895895.875,900900.875,905905.875,910910.9375,915915.9375,920920.9375,925925.9375,930930.9375,935935.9375,940940.9375,945945.9375,950950.9375,955955.9375,960960.9375,965965.9375,970971.0,975976.0,980981.0,985986.0,990991.0,995996.0,1001001.0,1006006.0,1011011.0,1016016.0,1021021.0,1026026.0,1031031.0,1036036.0625,1041041.0625,1046046.0625,1051051.0,1056056.0,1061061.0,1066066.125,1071071.125,1076076.125,1081081.125,1086086.125,1091091.125,1096096.125,1101101.125,1106106.125,1111111.125,1116116.125,1121121.125,1126126.125,1131131.125,1136136.125,1141141.125,1146146.125,1151151.125,1156156.125,1161161.125,1166166.125,1171171.125,1176176.125,1181181.125,1186186.125,1191191.25,1196196.25,1201201.25,1206206.25,1211211.25,1216216.25,1221221.25,1226226.25,1231231.25,1236236.25,1241241.25,1246246.25,1251251.25,1256256.25,1261261.25,1266266.25,1271271.25,1276276.25,1281281.25,1286286.25,1291291.25,1296296.25,1301301.25,1306306.25,1311311.25,1316316.375,1321321.375,1326326.375,1331331.375,1336336.375,1341341.375,1346346.375,1351351.375,1356356.375,1361361.375,1366366.375,1371371.375,1376376.375,1381381.375,1386386.375,1391391.375,1396396.375,1401401.375,1406406.375,1411411.375,1416416.375,1421421.375,1426426.375,1431431.375,1436436.375,1441441.5,1446446.5,1451451.5,1456456.5,1461461.5,1466466.5,1471471.5,1476476.5,1481481.5,1486486.5,1491491.5,1496496.5,1501501.5,1506506.5,1511511.5,1516516.5,1521521.5,1526526.5,1531531.5,1536536.5,1541541.5,1546546.5,1551551.5,1556556.5,1561561.5,1566566.625,1571571.625,1576576.625,1581581.625,1586586.625,1591591.625,1596596.625,1601601.625,1606606.625,1611611.625,1616616.625,1621621.625,1626626.625,1631631.625,1636636.625,1641641.625,1646646.625,1651651.625,1656656.625,1661661.625,1666666.625,1671671.625,1676676.625,1681681.625,1686686.625,1691691.75,1696696.75,1701701.75,1706706.75,1711711.75,1716716.75,1721721.75,1726726.75,1731731.75,1736736.75,1741741.75,1746746.75,1751751.75,1756756.75,1761761.75,1766766.75,1771771.75,1776776.75,1781781.75,1786786.75,1791791.75,1796796.75,1801801.75,1806806.75,1811811.75,1816816.875,1821821.875,1826826.875,1831831.875,1836836.875,1841841.875,1846846.875,1851851.875,1856856.875,1861861.875,1866866.875,1871871.875,1876876.875,1881881.875,1886886.875,1891891.875,1896896.875,1901901.875,1906906.875,1911911.875,1916916.875,1921921.875,1926926.875,1931931.875,1936936.875,1941942.0,1946947.0,1951952.0,1956957.0,1961962.0,1966967.0,1971972.0,1976977.0,1981982.0,1986987.0,1991992.0,1996997.0,2002002.0,2007007.0,2012012.0,2017017.0,2022022.0,2027027.0,2032032.0,2037037.0,2042042.0,2047047.0,2052052.0,2057057.0,2062062.0,2067067.125,2072072.125,2077077.125,2082082.125,2087087.125,2092092.125,2097097.125,2102102.0,2107107.0,2112112.0,2117117.0,2122122.0,2127127.25,2132132.25,2137137.25,2142142.25,2147147.25,2152152.25,2157157.25,2162162.25,2167167.25,2172172.25,2177177.25,2182182.25,2187187.25,2192192.25,2197197.25,2202202.25,2207207.25,2212212.25,2217217.25,2222222.25,2227227.25,2232232.25,2237237.25,2242242.25,2247247.25,2252252.25,2257257.25,2262262.25,2267267.25,2272272.25,2277277.25,2282282.25,2287287.25,2292292.25,2297297.25,2302302.25,2307307.25,2312312.25,2317317.25,2322322.25,2327327.25,2332332.25,2337337.25,2342342.25,2347347.25,2352352.25,2357357.25,2362362.25,2367367.25,2372372.25,2377377.5,2382382.5,2387387.5,2392392.5,2397397.5,2402402.5,2407407.5,2412412.5,2417417.5,2422422.5,2427427.5,2432432.5,2437437.5,2442442.5,2447447.5,2452452.5,2457457.5,2462462.5,2467467.5,2472472.5,2477477.5,2482482.5,2487487.5,2492492.5,2497497.5,2502502.5,2507507.5,2512512.5,2517517.5,2522522.5,2527527.5,2532532.5,2537537.5,2542542.5,2547547.5,2552552.5,2557557.5,2562562.5,2567567.5,2572572.5,2577577.5,2582582.5,2587587.5,2592592.5,2597597.5,2602602.5,2607607.5,2612612.5,2617617.5,2622622.5,2627627.75,2632632.75,2637637.75,2642642.75,2647647.75,2652652.75,2657657.75,2662662.75,2667667.75,2672672.75,2677677.75,2682682.75,2687687.75,2692692.75,2697697.75,2702702.75,2707707.75,2712712.75,2717717.75,2722722.75,2727727.75,2732732.75,2737737.75,2742742.75,2747747.75,2752752.75,2757757.75,2762762.75,2767767.75,2772772.75,2777777.75,2782782.75,2787787.75,2792792.75,2797797.75,2802802.75,2807807.75,2812812.75,2817817.75,2822822.75,2827827.75,2832832.75,2837837.75,2842842.75,2847847.75,2852852.75,2857857.75,2862862.75,2867867.75,2872872.75,2877878.0,2882883.0,2887888.0,2892893.0,2897898.0,2902903.0,2907908.0,2912913.0,2917918.0,2922923.0,2927928.0,2932933.0,2937938.0,2942943.0,2947948.0,2952953.0,2957958.0,2962963.0,2967968.0,2972973.0,2977978.0,2982983.0,2987988.0,2992993.0,2997998.0,3003003.0,3008008.0,3013013.0,3018018.0,3023023.0,3028028.0,3033033.0,3038038.0,3043043.0,3048048.0,3053053.0,3058058.0,3063063.0,3068068.0,3073073.0,3078078.0,3083083.0,3088088.0,3093093.0,3098098.0,3103103.0,3108108.0,3113113.0,3118118.0,3123123.0,3128128.25,3133133.25,3138138.25,3143143.25,3148148.25,3153153.25,3158158.25,3163163.25,3168168.25,3173173.25,3178178.25,3183183.25,3188188.25,3193193.25,3198198.25,3203203.25,3208208.25,3213213.25,3218218.25,3223223.25,3228228.25,3233233.25,3238238.25,3243243.25,3248248.25,3253253.25,3258258.25,3263263.25,3268268.25,3273273.25,3278278.25,3283283.25,3288288.25,3293293.25,3298298.25,3303303.25,3308308.25,3313313.25,3318318.25,3323323.25,3328328.25,3333333.25,3338338.25,3343343.25,3348348.25,3353353.25,3358358.25,3363363.25,3368368.25,3373373.25,3378378.5,3383383.5,3388388.5,3393393.5,3398398.5,3403403.5,3408408.5,3413413.5,3418418.5,3423423.5,3428428.5,3433433.5,3438438.5,3443443.5,3448448.5,3453453.5,3458458.5,3463463.5,3468468.5,3473473.5,3478478.5,3483483.5,3488488.5,3493493.5,3498498.5,3503503.5,3508508.5,3513513.5,3518518.5,3523523.5,3528528.5,3533533.5,3538538.5,3543543.5,3548548.5,3553553.5,3558558.5,3563563.5,3568568.5,3573573.5,3578578.5,3583583.5,3588588.5,3593593.5,3598598.5,3603603.5,3608608.5,3613613.5,3618618.5,3623623.5,3628628.75,3633633.75,3638638.75,3643643.75,3648648.75,3653653.75,3658658.75,3663663.75,3668668.75,3673673.75,3678678.75,3683683.75,3688688.75,3693693.75,3698698.75,3703703.75,3708708.75,3713713.75,3718718.75,3723723.75,3728728.75,3733733.75,3738738.75,3743743.75,3748748.75,3753753.75,3758758.75,3763763.75,3768768.75,3773773.75,3778778.75,3783783.75,3788788.75,3793793.75,3798798.75,3803803.75,3808808.75,3813813.75,3818818.75,3823823.75,3828828.75,3833833.75,3838838.75,3843843.75,3848848.75,3853853.75,3858858.75,3863863.75,3868868.75,3873873.75,3878879.0,3883884.0,3888889.0,3893894.0,3898899.0,3903904.0,3908909.0,3913914.0,3918919.0,3923924.0,3928929.0,3933934.0,3938939.0,3943944.0,3948949.0,3953954.0,3958959.0,3963964.0,3968969.0,3973974.0,3978979.0,3983984.0,3988989.0,3993994.0,3998999.0,4004004.0,4009009.0,4014014.0,4019019.0,4024024.0,4029029.0,4034034.0,4039039.0,4044044.0,4049049.0,4054054.0,4059059.0,4064064.0,4069069.0,4074074.0,4079079.0,4084084.0,4089089.0,4094094.0,4099099.0,4104104.0,4109109.0,4114114.0,4119119.0,4124124.0,4129129.25,4134134.25,4139139.25,4144144.25,4149149.25,4154154.25,4159159.25,4164164.25,4169169.25,4174174.25,4179179.25,4184184.25,4189189.25,4194194.25,4199199.0,4204204.0,4209209.0,4214214.0,4219219.0,4224224.0,4229229.0,4234234.0,4239239.0,4244244.0,4249249.0,4254254.5,4259259.5,4264264.5,4269269.5,4274274.5,4279279.5,4284284.5,4289289.5,4294294.5,4299299.5,4304304.5,4309309.5,4314314.5,4319319.5,4324324.5,4329329.5,4334334.5,4339339.5,4344344.5,4349349.5,4354354.5,4359359.5,4364364.5,4369369.5,4374374.5,4379379.5,4384384.5,4389389.5,4394394.5,4399399.5,4404404.5,4409409.5,4414414.5,4419419.5,4424424.5,4429429.5,4434434.5,4439439.5,4444444.5,4449449.5,4454454.5,4459459.5,4464464.5,4469469.5,4474474.5,4479479.5,4484484.5,4489489.5,4494494.5,4499499.5,4504504.5,4509509.5,4514514.5,4519519.5,4524524.5,4529529.5,4534534.5,4539539.5,4544544.5,4549549.5,4554554.5,4559559.5,4564564.5,4569569.5,4574574.5,4579579.5,4584584.5,4589589.5,4594594.5,4599599.5,4604604.5,4609609.5,4614614.5,4619619.5,4624624.5,4629629.5,4634634.5,4639639.5,4644644.5,4649649.5,4654654.5,4659659.5,4664664.5,4669669.5,4674674.5,4679679.5,4684684.5,4689689.5,4694694.5,4699699.5,4704704.5,4709709.5,4714714.5,4719719.5,4724724.5,4729729.5,4734734.5,4739739.5,4744744.5,4749749.5,4754755.0,4759760.0,4764765.0,4769770.0,4774775.0,4779780.0,4784785.0,4789790.0,4794795.0,4799800.0,4804805.0,4809810.0,4814815.0,4819820.0,4824825.0,4829830.0,4834835.0,4839840.0,4844845.0,4849850.0,4854855.0,4859860.0,4864865.0,4869870.0,4874875.0,4879880.0,4884885.0,4889890.0,4894895.0,4899900.0,4904905.0,4909910.0,4914915.0,4919920.0,4924925.0,4929930.0,4934935.0,4939940.0,4944945.0,4949950.0,4954955.0,4959960.0,4964965.0,4969970.0,4974975.0,4979980.0,4984985.0,4989990.0,4994995.0],"xaxis":"x","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0030001061968505383,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000447034836,0.05000000074505806,0.05000000074505806,0.04999997466802597,0.05000000074505806,0.05000000074505806,0.05000003054738045,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999995231628418,0.05000000074505806,0.05000007897615433,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999998211860657,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999998211860657,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000007897615433,0.05000000074505806,0.05000000074505806,1.0490009784698486,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999988153576851,0.05000011622905731,0.05000000074505806,0.04999976605176926,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.050000157207250595,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.050000157207250595,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999976605176926,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.050000157207250595,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999976605176926,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.050000157207250595,0.05000000074505806,0.05000000074505806,0.0592501237988472,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000031441450119,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999953210353851,0.10000000149011612,0.10000000149011612,0.10000047087669373,0.10000000149011612,0.10000000149011612,0.09999984502792358,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999984502792358,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000062733888626,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999906271696091,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10600025206804276,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.11999887973070145,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.11999887973070145,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.11999862641096115,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.119998998939991,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.119998998939991,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.119998998939991,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.119998998939991,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.119998499751091,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.11999925225973129,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.11999925225973129,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313],"yaxis":"y","type":"scatter"},{"hovertemplate":"Home price=%{x}\u003cbr\u003eSDLT=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"","orientation":"v","showlegend":false,"x":[0.0,5005.0048828125,10010.009765625,15015.0146484375,20020.01953125,25025.025390625,30030.029296875,35035.03515625,40040.0390625,45045.046875,50050.05078125,55055.0546875,60060.05859375,65065.06640625,70070.0703125,75075.078125,80080.078125,85085.0859375,90090.09375,95095.09375,100100.1015625,105105.1015625,110110.109375,115115.1171875,120120.1171875,125125.125,130130.1328125,135135.140625,140140.140625,145145.140625,150150.15625,155155.15625,160160.15625,165165.171875,170170.171875,175175.171875,180180.1875,185185.1875,190190.1875,195195.1875,200200.203125,205205.203125,210210.203125,215215.21875,220220.21875,225225.21875,230230.234375,235235.234375,240240.234375,245245.25,250250.25,255255.25,260260.265625,265265.25,270270.28125,275275.28125,280280.28125,285285.28125,290290.28125,295295.28125,300300.3125,305305.3125,310310.3125,315315.3125,320320.3125,325325.3125,330330.34375,335335.34375,340340.34375,345345.34375,350350.34375,355355.34375,360360.375,365365.375,370370.375,375375.375,380380.375,385385.375,390390.375,395395.40625,400400.40625,405405.40625,410410.40625,415415.40625,420420.40625,425425.4375,430430.4375,435435.4375,440440.4375,445445.4375,450450.4375,455455.46875,460460.46875,465465.46875,470470.46875,475475.46875,480480.46875,485485.5,490490.5,495495.5,500500.5,505505.5,510510.5,515515.5,520520.53125,525525.5,530530.5,535535.5625,540540.5625,545545.5625,550550.5625,555555.5625,560560.5625,565565.5625,570570.5625,575575.5625,580580.5625,585585.5625,590590.5625,595595.625,600600.625,605605.625,610610.625,615615.625,620620.625,625625.625,630630.625,635635.625,640640.625,645645.625,650650.625,655655.625,660660.6875,665665.6875,670670.6875,675675.6875,680680.6875,685685.6875,690690.6875,695695.6875,700700.6875,705705.6875,710710.6875,715715.6875,720720.75,725725.75,730730.75,735735.75,740740.75,745745.75,750750.75,755755.75,760760.75,765765.75,770770.75,775775.75,780780.75,785785.8125,790790.8125,795795.8125,800800.8125,805805.8125,810810.8125,815815.8125,820820.8125,825825.8125,830830.8125,835835.8125,840840.8125,845845.875,850850.875,855855.875,860860.875,865865.875,870870.875,875875.875,880880.875,885885.875,890890.875,895895.875,900900.875,905905.875,910910.9375,915915.9375,920920.9375,925925.9375,930930.9375,935935.9375,940940.9375,945945.9375,950950.9375,955955.9375,960960.9375,965965.9375,970971.0,975976.0,980981.0,985986.0,990991.0,995996.0,1001001.0,1006006.0,1011011.0,1016016.0,1021021.0,1026026.0,1031031.0,1036036.0625,1041041.0625,1046046.0625,1051051.0,1056056.0,1061061.0,1066066.125,1071071.125,1076076.125,1081081.125,1086086.125,1091091.125,1096096.125,1101101.125,1106106.125,1111111.125,1116116.125,1121121.125,1126126.125,1131131.125,1136136.125,1141141.125,1146146.125,1151151.125,1156156.125,1161161.125,1166166.125,1171171.125,1176176.125,1181181.125,1186186.125,1191191.25,1196196.25,1201201.25,1206206.25,1211211.25,1216216.25,1221221.25,1226226.25,1231231.25,1236236.25,1241241.25,1246246.25,1251251.25,1256256.25,1261261.25,1266266.25,1271271.25,1276276.25,1281281.25,1286286.25,1291291.25,1296296.25,1301301.25,1306306.25,1311311.25,1316316.375,1321321.375,1326326.375,1331331.375,1336336.375,1341341.375,1346346.375,1351351.375,1356356.375,1361361.375,1366366.375,1371371.375,1376376.375,1381381.375,1386386.375,1391391.375,1396396.375,1401401.375,1406406.375,1411411.375,1416416.375,1421421.375,1426426.375,1431431.375,1436436.375,1441441.5,1446446.5,1451451.5,1456456.5,1461461.5,1466466.5,1471471.5,1476476.5,1481481.5,1486486.5,1491491.5,1496496.5,1501501.5,1506506.5,1511511.5,1516516.5,1521521.5,1526526.5,1531531.5,1536536.5,1541541.5,1546546.5,1551551.5,1556556.5,1561561.5,1566566.625,1571571.625,1576576.625,1581581.625,1586586.625,1591591.625,1596596.625,1601601.625,1606606.625,1611611.625,1616616.625,1621621.625,1626626.625,1631631.625,1636636.625,1641641.625,1646646.625,1651651.625,1656656.625,1661661.625,1666666.625,1671671.625,1676676.625,1681681.625,1686686.625,1691691.75,1696696.75,1701701.75,1706706.75,1711711.75,1716716.75,1721721.75,1726726.75,1731731.75,1736736.75,1741741.75,1746746.75,1751751.75,1756756.75,1761761.75,1766766.75,1771771.75,1776776.75,1781781.75,1786786.75,1791791.75,1796796.75,1801801.75,1806806.75,1811811.75,1816816.875,1821821.875,1826826.875,1831831.875,1836836.875,1841841.875,1846846.875,1851851.875,1856856.875,1861861.875,1866866.875,1871871.875,1876876.875,1881881.875,1886886.875,1891891.875,1896896.875,1901901.875,1906906.875,1911911.875,1916916.875,1921921.875,1926926.875,1931931.875,1936936.875,1941942.0,1946947.0,1951952.0,1956957.0,1961962.0,1966967.0,1971972.0,1976977.0,1981982.0,1986987.0,1991992.0,1996997.0,2002002.0,2007007.0,2012012.0,2017017.0,2022022.0,2027027.0,2032032.0,2037037.0,2042042.0,2047047.0,2052052.0,2057057.0,2062062.0,2067067.125,2072072.125,2077077.125,2082082.125,2087087.125,2092092.125,2097097.125,2102102.0,2107107.0,2112112.0,2117117.0,2122122.0,2127127.25,2132132.25,2137137.25,2142142.25,2147147.25,2152152.25,2157157.25,2162162.25,2167167.25,2172172.25,2177177.25,2182182.25,2187187.25,2192192.25,2197197.25,2202202.25,2207207.25,2212212.25,2217217.25,2222222.25,2227227.25,2232232.25,2237237.25,2242242.25,2247247.25,2252252.25,2257257.25,2262262.25,2267267.25,2272272.25,2277277.25,2282282.25,2287287.25,2292292.25,2297297.25,2302302.25,2307307.25,2312312.25,2317317.25,2322322.25,2327327.25,2332332.25,2337337.25,2342342.25,2347347.25,2352352.25,2357357.25,2362362.25,2367367.25,2372372.25,2377377.5,2382382.5,2387387.5,2392392.5,2397397.5,2402402.5,2407407.5,2412412.5,2417417.5,2422422.5,2427427.5,2432432.5,2437437.5,2442442.5,2447447.5,2452452.5,2457457.5,2462462.5,2467467.5,2472472.5,2477477.5,2482482.5,2487487.5,2492492.5,2497497.5,2502502.5,2507507.5,2512512.5,2517517.5,2522522.5,2527527.5,2532532.5,2537537.5,2542542.5,2547547.5,2552552.5,2557557.5,2562562.5,2567567.5,2572572.5,2577577.5,2582582.5,2587587.5,2592592.5,2597597.5,2602602.5,2607607.5,2612612.5,2617617.5,2622622.5,2627627.75,2632632.75,2637637.75,2642642.75,2647647.75,2652652.75,2657657.75,2662662.75,2667667.75,2672672.75,2677677.75,2682682.75,2687687.75,2692692.75,2697697.75,2702702.75,2707707.75,2712712.75,2717717.75,2722722.75,2727727.75,2732732.75,2737737.75,2742742.75,2747747.75,2752752.75,2757757.75,2762762.75,2767767.75,2772772.75,2777777.75,2782782.75,2787787.75,2792792.75,2797797.75,2802802.75,2807807.75,2812812.75,2817817.75,2822822.75,2827827.75,2832832.75,2837837.75,2842842.75,2847847.75,2852852.75,2857857.75,2862862.75,2867867.75,2872872.75,2877878.0,2882883.0,2887888.0,2892893.0,2897898.0,2902903.0,2907908.0,2912913.0,2917918.0,2922923.0,2927928.0,2932933.0,2937938.0,2942943.0,2947948.0,2952953.0,2957958.0,2962963.0,2967968.0,2972973.0,2977978.0,2982983.0,2987988.0,2992993.0,2997998.0,3003003.0,3008008.0,3013013.0,3018018.0,3023023.0,3028028.0,3033033.0,3038038.0,3043043.0,3048048.0,3053053.0,3058058.0,3063063.0,3068068.0,3073073.0,3078078.0,3083083.0,3088088.0,3093093.0,3098098.0,3103103.0,3108108.0,3113113.0,3118118.0,3123123.0,3128128.25,3133133.25,3138138.25,3143143.25,3148148.25,3153153.25,3158158.25,3163163.25,3168168.25,3173173.25,3178178.25,3183183.25,3188188.25,3193193.25,3198198.25,3203203.25,3208208.25,3213213.25,3218218.25,3223223.25,3228228.25,3233233.25,3238238.25,3243243.25,3248248.25,3253253.25,3258258.25,3263263.25,3268268.25,3273273.25,3278278.25,3283283.25,3288288.25,3293293.25,3298298.25,3303303.25,3308308.25,3313313.25,3318318.25,3323323.25,3328328.25,3333333.25,3338338.25,3343343.25,3348348.25,3353353.25,3358358.25,3363363.25,3368368.25,3373373.25,3378378.5,3383383.5,3388388.5,3393393.5,3398398.5,3403403.5,3408408.5,3413413.5,3418418.5,3423423.5,3428428.5,3433433.5,3438438.5,3443443.5,3448448.5,3453453.5,3458458.5,3463463.5,3468468.5,3473473.5,3478478.5,3483483.5,3488488.5,3493493.5,3498498.5,3503503.5,3508508.5,3513513.5,3518518.5,3523523.5,3528528.5,3533533.5,3538538.5,3543543.5,3548548.5,3553553.5,3558558.5,3563563.5,3568568.5,3573573.5,3578578.5,3583583.5,3588588.5,3593593.5,3598598.5,3603603.5,3608608.5,3613613.5,3618618.5,3623623.5,3628628.75,3633633.75,3638638.75,3643643.75,3648648.75,3653653.75,3658658.75,3663663.75,3668668.75,3673673.75,3678678.75,3683683.75,3688688.75,3693693.75,3698698.75,3703703.75,3708708.75,3713713.75,3718718.75,3723723.75,3728728.75,3733733.75,3738738.75,3743743.75,3748748.75,3753753.75,3758758.75,3763763.75,3768768.75,3773773.75,3778778.75,3783783.75,3788788.75,3793793.75,3798798.75,3803803.75,3808808.75,3813813.75,3818818.75,3823823.75,3828828.75,3833833.75,3838838.75,3843843.75,3848848.75,3853853.75,3858858.75,3863863.75,3868868.75,3873873.75,3878879.0,3883884.0,3888889.0,3893894.0,3898899.0,3903904.0,3908909.0,3913914.0,3918919.0,3923924.0,3928929.0,3933934.0,3938939.0,3943944.0,3948949.0,3953954.0,3958959.0,3963964.0,3968969.0,3973974.0,3978979.0,3983984.0,3988989.0,3993994.0,3998999.0,4004004.0,4009009.0,4014014.0,4019019.0,4024024.0,4029029.0,4034034.0,4039039.0,4044044.0,4049049.0,4054054.0,4059059.0,4064064.0,4069069.0,4074074.0,4079079.0,4084084.0,4089089.0,4094094.0,4099099.0,4104104.0,4109109.0,4114114.0,4119119.0,4124124.0,4129129.25,4134134.25,4139139.25,4144144.25,4149149.25,4154154.25,4159159.25,4164164.25,4169169.25,4174174.25,4179179.25,4184184.25,4189189.25,4194194.25,4199199.0,4204204.0,4209209.0,4214214.0,4219219.0,4224224.0,4229229.0,4234234.0,4239239.0,4244244.0,4249249.0,4254254.5,4259259.5,4264264.5,4269269.5,4274274.5,4279279.5,4284284.5,4289289.5,4294294.5,4299299.5,4304304.5,4309309.5,4314314.5,4319319.5,4324324.5,4329329.5,4334334.5,4339339.5,4344344.5,4349349.5,4354354.5,4359359.5,4364364.5,4369369.5,4374374.5,4379379.5,4384384.5,4389389.5,4394394.5,4399399.5,4404404.5,4409409.5,4414414.5,4419419.5,4424424.5,4429429.5,4434434.5,4439439.5,4444444.5,4449449.5,4454454.5,4459459.5,4464464.5,4469469.5,4474474.5,4479479.5,4484484.5,4489489.5,4494494.5,4499499.5,4504504.5,4509509.5,4514514.5,4519519.5,4524524.5,4529529.5,4534534.5,4539539.5,4544544.5,4549549.5,4554554.5,4559559.5,4564564.5,4569569.5,4574574.5,4579579.5,4584584.5,4589589.5,4594594.5,4599599.5,4604604.5,4609609.5,4614614.5,4619619.5,4624624.5,4629629.5,4634634.5,4639639.5,4644644.5,4649649.5,4654654.5,4659659.5,4664664.5,4669669.5,4674674.5,4679679.5,4684684.5,4689689.5,4694694.5,4699699.5,4704704.5,4709709.5,4714714.5,4719719.5,4724724.5,4729729.5,4734734.5,4739739.5,4744744.5,4749749.5,4754755.0,4759760.0,4764765.0,4769770.0,4774775.0,4779780.0,4784785.0,4789790.0,4794795.0,4799800.0,4804805.0,4809810.0,4814815.0,4819820.0,4824825.0,4829830.0,4834835.0,4839840.0,4844845.0,4849850.0,4854855.0,4859860.0,4864865.0,4869870.0,4874875.0,4879880.0,4884885.0,4889890.0,4894895.0,4899900.0,4904905.0,4909910.0,4914915.0,4919920.0,4924925.0,4929930.0,4934935.0,4939940.0,4944945.0,4949950.0,4954955.0,4959960.0,4964965.0,4969970.0,4974975.0,4979980.0,4984985.0,4989990.0,4994995.0],"xaxis":"x2","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15.015625,265.265625,515.515625,765.765625,1016.015625,1266.265625,1516.5172119140625,1766.7672119140625,2017.0172119140625,2267.26708984375,2517.51708984375,2767.76708984375,3018.018798828125,3268.268798828125,3518.518798828125,3768.768798828125,4019.018798828125,4269.2685546875,4519.5185546875,4769.7705078125,5020.0205078125,5270.2705078125,5520.5205078125,5770.7705078125,6021.0205078125,6271.27197265625,6521.52197265625,6771.77197265625,7022.02197265625,7272.27197265625,7522.52197265625,7772.7734375,8023.0234375,8273.2734375,8523.5234375,8773.7734375,9024.0234375,9274.275390625,9524.525390625,9774.775390625,15025.025390625,15275.275390625,15525.525390625,15775.775390625,16026.0263671875,16276.275390625,16526.525390625,16776.77734375,17027.02734375,17277.27734375,17527.52734375,17777.77734375,18028.02734375,18278.27734375,18528.52734375,18778.77734375,19029.02734375,19279.27734375,19529.52734375,19779.78125,20030.03125,20280.28125,20530.53125,20780.78125,21031.03125,21281.28125,21531.53125,21781.78125,22032.03125,22282.28125,22532.53125,22782.78125,23033.03515625,23283.28515625,23533.53515625,23783.78515625,24034.03515625,24284.28515625,24534.53515625,24784.78515625,25035.03515625,25285.28515625,25535.53515625,25785.78515625,26036.037109375,26286.287109375,26536.537109375,26786.787109375,27037.037109375,27287.287109375,27537.537109375,27787.787109375,28038.037109375,28288.287109375,28538.537109375,28788.787109375,29039.037109375,29289.291015625,29539.541015625,29789.791015625,30040.041015625,30290.291015625,30540.541015625,30790.791015625,31041.041015625,31291.291015625,31541.541015625,31791.791015625,32042.041015625,32292.29296875,32542.54296875,32792.79296875,33043.04296875,33293.29296875,33543.54296875,33793.79296875,34044.04296875,34294.29296875,34544.54296875,34794.79296875,35045.04296875,35295.29296875,35545.546875,35795.796875,36046.046875,36342.59375,36843.09375,37343.59375,37844.09375,38344.59375,38845.09375,39345.59375,39846.09375,40346.59375,40847.1015625,41347.6015625,41848.1015625,42348.6015625,42849.1015625,43349.6015625,43850.1015625,44350.6015625,44851.1015625,45351.6015625,45852.1015625,46352.6015625,46853.1015625,47353.60546875,47854.10546875,48354.60546875,48855.1015625,49355.6015625,49856.1015625,50356.61328125,50857.11328125,51357.61328125,51858.11328125,52358.61328125,52859.11328125,53359.61328125,53860.11328125,54360.61328125,54861.11328125,55361.61328125,55862.11328125,56362.61328125,56863.11328125,57363.61328125,57864.11328125,58364.61328125,58865.11328125,59365.61328125,59866.11328125,60366.61328125,60867.11328125,61367.61328125,61868.11328125,62368.61328125,62869.125,63369.625,63870.125,64370.625,64871.125,65371.625,65872.125,66372.625,66873.125,67373.625,67874.125,68374.625,68875.125,69375.625,69876.125,70376.625,70877.125,71377.625,71878.125,72378.625,72879.125,73379.625,73880.125,74380.625,74881.125,75381.640625,75882.140625,76382.640625,76883.140625,77383.640625,77884.140625,78384.640625,78885.140625,79385.640625,79886.140625,80386.640625,80887.140625,81387.640625,81888.140625,82388.640625,82889.140625,83389.640625,83890.140625,84390.640625,84891.140625,85391.640625,85892.140625,86392.640625,86893.140625,87393.640625,87894.1484375,88394.6484375,88895.1484375,89395.6484375,89896.1484375,90396.6484375,90897.1484375,91397.6484375,91898.1484375,92398.6484375,92899.1484375,93399.6484375,93930.1796875,94530.78125,95131.3828125,95731.9765625,96332.578125,96933.1796875,97533.78125,98134.3828125,98734.9765625,99335.578125,99936.1796875,100536.78125,101137.3828125,101737.9921875,102338.59375,102939.1953125,103539.796875,104140.3984375,104740.9921875,105341.59375,105942.1953125,106542.796875,107143.3984375,107743.9921875,108344.59375,108945.1953125,109545.796875,110146.3984375,110746.9921875,111347.59375,111948.1953125,112548.796875,113149.3984375,113749.9921875,114350.59375,114951.1953125,115551.796875,116152.3984375,116753.0078125,117353.609375,117954.2109375,118554.8125,119155.40625,119756.0078125,120356.609375,120957.2109375,121557.8125,122158.40625,122759.0078125,123359.609375,123960.2109375,124560.8125,125161.40625,125762.0078125,126362.609375,126963.2109375,127563.8125,128164.40625,128765.0078125,129365.609375,129966.2109375,130566.8125,131167.40625,131768.03125,132368.625,132969.21875,133569.828125,134170.421875,134771.03125,135371.625,135972.21875,136572.828125,137173.421875,137774.03125,138374.625,138975.21875,139575.828125,140176.421875,140777.03125,141377.625,141978.21875,142578.828125,143179.421875,143780.03125,144380.625,144981.21875,145581.828125,146182.421875,146783.046875,147383.640625,147984.234375,148584.84375,149185.4375,149786.046875,150386.640625,150987.234375,151587.84375,152188.4375,152789.046875,153389.640625,153990.234375,154590.84375,155191.4375,155792.046875,156392.640625,156993.234375,157593.84375,158194.4375,158795.046875,159395.640625,159996.234375,160596.84375,161197.4375,161798.0625,162398.65625,162999.25,163599.859375,164200.453125,164801.0625,165401.65625,166002.234375,166602.84375,167203.4375,167804.046875,168404.640625,169005.265625,169605.875,170206.46875,170807.0625,171407.671875,172008.265625,172608.875,173209.46875,173810.0625,174410.671875,175011.265625,175611.875,176212.46875,176813.0625,177413.671875,178014.265625,178614.875,179215.46875,179816.0625,180416.671875,181017.265625,181617.875,182218.46875,182819.0625,183419.671875,184020.265625,184620.875,185221.46875,185822.0625,186422.671875,187023.265625,187623.875,188224.46875,188825.0625,189425.671875,190026.265625,190626.875,191227.46875,191828.0625,192428.671875,193029.265625,193629.875,194230.46875,194831.0625,195431.671875,196032.265625,196632.875,197233.46875,197834.0625,198434.671875,199035.296875,199635.90625,200236.5,200837.09375,201437.703125,202038.296875,202638.90625,203239.5,203840.09375,204440.703125,205041.296875,205641.90625,206242.5,206843.09375,207443.703125,208044.296875,208644.90625,209245.5,209846.09375,210446.703125,211047.296875,211647.90625,212248.5,212849.09375,213449.703125,214050.296875,214650.90625,215251.5,215852.09375,216452.703125,217053.296875,217653.90625,218254.5,218855.09375,219455.703125,220056.296875,220656.90625,221257.5,221858.09375,222458.703125,223059.296875,223659.90625,224260.5,224861.09375,225461.703125,226062.296875,226662.90625,227263.5,227864.09375,228464.703125,229065.328125,229665.9375,230266.53125,230867.125,231467.734375,232068.328125,232668.9375,233269.53125,233870.125,234470.734375,235071.328125,235671.9375,236272.53125,236873.125,237473.734375,238074.328125,238674.9375,239275.53125,239876.125,240476.734375,241077.328125,241677.9375,242278.53125,242879.125,243479.734375,244080.328125,244680.9375,245281.53125,245882.125,246482.734375,247083.328125,247683.9375,248284.53125,248885.125,249485.734375,250086.328125,250686.9375,251287.53125,251888.125,252488.734375,253089.328125,253689.9375,254290.53125,254891.125,255491.734375,256092.328125,256692.9375,257293.53125,257894.125,258494.734375,259095.359375,259695.953125,260296.5625,260897.15625,261497.765625,262098.359375,262698.96875,263299.5625,263900.15625,264500.75,265101.375,265701.96875,266302.5625,266903.15625,267503.75,268104.375,268704.96875,269305.5625,269906.15625,270506.75,271107.375,271707.96875,272308.5625,272909.15625,273509.75,274110.375,274710.96875,275311.5625,275912.15625,276512.75,277113.375,277713.96875,278314.5625,278915.15625,279515.75,280116.375,280716.96875,281317.5625,281918.15625,282518.75,283119.375,283719.96875,284320.5625,284921.15625,285521.75,286122.375,286722.96875,287323.5625,287924.15625,288524.75,289125.375,289726.0,290326.59375,290927.1875,291527.78125,292128.375,292729.0,293329.59375,293930.1875,294530.78125,295131.375,295732.0,296332.59375,296933.1875,297533.78125,298134.375,298735.0,299335.59375,299936.1875,300536.78125,301137.375,301738.0,302338.59375,302939.1875,303539.78125,304140.375,304741.0,305341.59375,305942.1875,306542.78125,307143.375,307744.0,308344.59375,308945.1875,309545.78125,310146.375,310747.0,311347.59375,311948.1875,312548.78125,313149.375,313750.0,314350.59375,314951.1875,315551.78125,316152.375,316753.0,317353.59375,317954.1875,318554.78125,319155.40625,319756.03125,320356.625,320957.21875,321557.8125,322158.40625,322759.03125,323359.625,323960.21875,324560.8125,325161.40625,325762.03125,326362.625,326963.21875,327563.8125,328164.40625,328765.03125,329365.625,329966.21875,330566.8125,331167.40625,331768.03125,332368.625,332969.21875,333569.8125,334170.40625,334771.03125,335371.625,335972.21875,336572.8125,337173.40625,337774.03125,338374.625,338975.21875,339575.8125,340176.40625,340777.03125,341377.625,341978.21875,342578.8125,343179.40625,343780.03125,344380.625,344981.21875,345581.8125,346182.40625,346783.03125,347383.625,347984.21875,348584.8125,349185.4375,349786.0625,350386.65625,350987.25,351587.84375,352188.4375,352789.0625,353389.65625,353990.25,354590.84375,355191.4375,355792.0625,356392.65625,356993.25,357593.84375,358194.4375,358795.0625,359395.65625,359996.25,360596.84375,361197.4375,361798.0625,362398.65625,362999.25,363599.84375,364200.4375,364801.0625,365401.65625,366002.25,366602.84375,367203.4375,367804.0625,368404.65625,369005.25,369605.84375,370206.4375,370807.0625,371407.65625,372008.25,372608.84375,373209.4375,373810.0625,374410.65625,375011.25,375611.84375,376212.4375,376813.0625,377413.65625,378014.25,378614.84375,379215.46875,379816.09375,380416.6875,381017.28125,381617.875,382218.46875,382819.09375,383419.6875,384020.28125,384620.875,385221.46875,385822.09375,386422.6875,387023.28125,387623.875,388224.46875,388825.09375,389425.6875,390026.28125,390626.875,391227.46875,391828.09375,392428.6875,393029.28125,393629.875,394230.46875,394831.09375,395431.6875,396032.28125,396632.875,397233.46875,397834.09375,398434.6875,399035.28125,399635.875,400236.46875,400837.09375,401437.6875,402038.28125,402638.875,403239.46875,403840.09375,404440.6875,405041.28125,405641.875,406242.46875,406843.09375,407443.6875,408044.28125,408644.875,409245.5,409846.125,410446.71875,411047.3125,411647.90625,412248.5,412849.125,413449.71875,414050.3125,414650.90625,415251.5,415852.125,416452.71875,417053.3125,417653.875,418254.46875,418855.09375,419455.6875,420056.28125,420656.875,421257.46875,421858.09375,422458.6875,423059.28125,423659.875,424260.53125,424861.125,425461.75,426062.34375,426662.9375,427263.53125,427864.125,428464.75,429065.34375,429665.9375,430266.53125,430867.125,431467.75,432068.34375,432668.9375,433269.53125,433870.125,434470.75,435071.34375,435671.9375,436272.53125,436873.125,437473.75,438074.34375,438674.9375,439275.53125,439876.125,440476.75,441077.34375,441677.9375,442278.53125,442879.125,443479.75,444080.34375,444680.9375,445281.53125,445882.125,446482.75,447083.34375,447683.9375,448284.53125,448885.125,449485.75,450086.34375,450686.9375,451287.53125,451888.125,452488.75,453089.34375,453689.9375,454290.53125,454891.125,455491.75,456092.34375,456692.9375,457293.53125,457894.125,458494.75,459095.34375,459695.9375,460296.53125,460897.125,461497.75,462098.34375,462698.9375,463299.53125,463900.125,464500.75,465101.34375,465701.9375,466302.53125,466903.125,467503.75,468104.34375,468704.9375,469305.53125,469906.125,470506.75,471107.34375,471707.9375,472308.53125,472909.125,473509.75,474110.34375,474710.9375,475311.53125,475912.125,476512.75,477113.34375,477713.9375,478314.53125,478915.125,479515.75,480116.34375,480716.9375,481317.53125,481918.125,482518.75,483119.34375,483719.9375,484320.59375,484921.1875,485521.8125,486122.40625,486723.0,487323.59375,487924.1875,488524.8125,489125.40625,489726.0,490326.59375,490927.1875,491527.8125,492128.40625,492729.0,493329.59375,493930.1875,494530.8125,495131.40625,495732.0,496332.59375,496933.1875,497533.8125,498134.40625,498735.0,499335.59375,499936.1875,500536.8125,501137.40625,501738.0,502338.59375,502939.1875,503539.8125,504140.40625,504741.0,505341.59375,505942.1875,506542.8125,507143.40625,507744.0,508344.59375,508945.1875,509545.8125,510146.40625,510747.0,511347.59375,511948.1875,512548.8125,513149.40625],"yaxis":"y2","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,0.45],"title":{"text":"Price"},"tickprefix":"\u00a3"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"tickformat":",.0%"},"xaxis2":{"anchor":"y2","domain":[0.55,1.0],"title":{"text":"Price"},"tickprefix":"\u00a3"},"yaxis2":{"anchor":"x2","domain":[0.0,1.0],"tickprefix":"\u00a3"},"annotations":[{"font":{"size":16},"showarrow":false,"text":"Marginal SDLT rate","x":0.225,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"Total SDLT","x":0.775,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"}],"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+<div class="output text_html"><div>                            <div id="b90f78a4-0941-49f9-964d-c91c1e5648ad" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("b90f78a4-0941-49f9-964d-c91c1e5648ad")) {                    Plotly.newPlot(                        "b90f78a4-0941-49f9-964d-c91c1e5648ad",                        [{"hovertemplate":"Home price=%{x}\u003cbr\u003eMarginal SDLT rate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"","orientation":"v","showlegend":false,"x":[0.0,5005.0048828125,10010.009765625,15015.0146484375,20020.01953125,25025.025390625,30030.029296875,35035.03515625,40040.0390625,45045.046875,50050.05078125,55055.0546875,60060.05859375,65065.06640625,70070.0703125,75075.078125,80080.078125,85085.0859375,90090.09375,95095.09375,100100.1015625,105105.1015625,110110.109375,115115.1171875,120120.1171875,125125.125,130130.1328125,135135.140625,140140.140625,145145.140625,150150.15625,155155.15625,160160.15625,165165.171875,170170.171875,175175.171875,180180.1875,185185.1875,190190.1875,195195.1875,200200.203125,205205.203125,210210.203125,215215.21875,220220.21875,225225.21875,230230.234375,235235.234375,240240.234375,245245.25,250250.25,255255.25,260260.265625,265265.25,270270.28125,275275.28125,280280.28125,285285.28125,290290.28125,295295.28125,300300.3125,305305.3125,310310.3125,315315.3125,320320.3125,325325.3125,330330.34375,335335.34375,340340.34375,345345.34375,350350.34375,355355.34375,360360.375,365365.375,370370.375,375375.375,380380.375,385385.375,390390.375,395395.40625,400400.40625,405405.40625,410410.40625,415415.40625,420420.40625,425425.4375,430430.4375,435435.4375,440440.4375,445445.4375,450450.4375,455455.46875,460460.46875,465465.46875,470470.46875,475475.46875,480480.46875,485485.5,490490.5,495495.5,500500.5,505505.5,510510.5,515515.5,520520.53125,525525.5,530530.5,535535.5625,540540.5625,545545.5625,550550.5625,555555.5625,560560.5625,565565.5625,570570.5625,575575.5625,580580.5625,585585.5625,590590.5625,595595.625,600600.625,605605.625,610610.625,615615.625,620620.625,625625.625,630630.625,635635.625,640640.625,645645.625,650650.625,655655.625,660660.6875,665665.6875,670670.6875,675675.6875,680680.6875,685685.6875,690690.6875,695695.6875,700700.6875,705705.6875,710710.6875,715715.6875,720720.75,725725.75,730730.75,735735.75,740740.75,745745.75,750750.75,755755.75,760760.75,765765.75,770770.75,775775.75,780780.75,785785.8125,790790.8125,795795.8125,800800.8125,805805.8125,810810.8125,815815.8125,820820.8125,825825.8125,830830.8125,835835.8125,840840.8125,845845.875,850850.875,855855.875,860860.875,865865.875,870870.875,875875.875,880880.875,885885.875,890890.875,895895.875,900900.875,905905.875,910910.9375,915915.9375,920920.9375,925925.9375,930930.9375,935935.9375,940940.9375,945945.9375,950950.9375,955955.9375,960960.9375,965965.9375,970971.0,975976.0,980981.0,985986.0,990991.0,995996.0,1001001.0,1006006.0,1011011.0,1016016.0,1021021.0,1026026.0,1031031.0,1036036.0625,1041041.0625,1046046.0625,1051051.0,1056056.0,1061061.0,1066066.125,1071071.125,1076076.125,1081081.125,1086086.125,1091091.125,1096096.125,1101101.125,1106106.125,1111111.125,1116116.125,1121121.125,1126126.125,1131131.125,1136136.125,1141141.125,1146146.125,1151151.125,1156156.125,1161161.125,1166166.125,1171171.125,1176176.125,1181181.125,1186186.125,1191191.25,1196196.25,1201201.25,1206206.25,1211211.25,1216216.25,1221221.25,1226226.25,1231231.25,1236236.25,1241241.25,1246246.25,1251251.25,1256256.25,1261261.25,1266266.25,1271271.25,1276276.25,1281281.25,1286286.25,1291291.25,1296296.25,1301301.25,1306306.25,1311311.25,1316316.375,1321321.375,1326326.375,1331331.375,1336336.375,1341341.375,1346346.375,1351351.375,1356356.375,1361361.375,1366366.375,1371371.375,1376376.375,1381381.375,1386386.375,1391391.375,1396396.375,1401401.375,1406406.375,1411411.375,1416416.375,1421421.375,1426426.375,1431431.375,1436436.375,1441441.5,1446446.5,1451451.5,1456456.5,1461461.5,1466466.5,1471471.5,1476476.5,1481481.5,1486486.5,1491491.5,1496496.5,1501501.5,1506506.5,1511511.5,1516516.5,1521521.5,1526526.5,1531531.5,1536536.5,1541541.5,1546546.5,1551551.5,1556556.5,1561561.5,1566566.625,1571571.625,1576576.625,1581581.625,1586586.625,1591591.625,1596596.625,1601601.625,1606606.625,1611611.625,1616616.625,1621621.625,1626626.625,1631631.625,1636636.625,1641641.625,1646646.625,1651651.625,1656656.625,1661661.625,1666666.625,1671671.625,1676676.625,1681681.625,1686686.625,1691691.75,1696696.75,1701701.75,1706706.75,1711711.75,1716716.75,1721721.75,1726726.75,1731731.75,1736736.75,1741741.75,1746746.75,1751751.75,1756756.75,1761761.75,1766766.75,1771771.75,1776776.75,1781781.75,1786786.75,1791791.75,1796796.75,1801801.75,1806806.75,1811811.75,1816816.875,1821821.875,1826826.875,1831831.875,1836836.875,1841841.875,1846846.875,1851851.875,1856856.875,1861861.875,1866866.875,1871871.875,1876876.875,1881881.875,1886886.875,1891891.875,1896896.875,1901901.875,1906906.875,1911911.875,1916916.875,1921921.875,1926926.875,1931931.875,1936936.875,1941942.0,1946947.0,1951952.0,1956957.0,1961962.0,1966967.0,1971972.0,1976977.0,1981982.0,1986987.0,1991992.0,1996997.0,2002002.0,2007007.0,2012012.0,2017017.0,2022022.0,2027027.0,2032032.0,2037037.0,2042042.0,2047047.0,2052052.0,2057057.0,2062062.0,2067067.125,2072072.125,2077077.125,2082082.125,2087087.125,2092092.125,2097097.125,2102102.0,2107107.0,2112112.0,2117117.0,2122122.0,2127127.25,2132132.25,2137137.25,2142142.25,2147147.25,2152152.25,2157157.25,2162162.25,2167167.25,2172172.25,2177177.25,2182182.25,2187187.25,2192192.25,2197197.25,2202202.25,2207207.25,2212212.25,2217217.25,2222222.25,2227227.25,2232232.25,2237237.25,2242242.25,2247247.25,2252252.25,2257257.25,2262262.25,2267267.25,2272272.25,2277277.25,2282282.25,2287287.25,2292292.25,2297297.25,2302302.25,2307307.25,2312312.25,2317317.25,2322322.25,2327327.25,2332332.25,2337337.25,2342342.25,2347347.25,2352352.25,2357357.25,2362362.25,2367367.25,2372372.25,2377377.5,2382382.5,2387387.5,2392392.5,2397397.5,2402402.5,2407407.5,2412412.5,2417417.5,2422422.5,2427427.5,2432432.5,2437437.5,2442442.5,2447447.5,2452452.5,2457457.5,2462462.5,2467467.5,2472472.5,2477477.5,2482482.5,2487487.5,2492492.5,2497497.5,2502502.5,2507507.5,2512512.5,2517517.5,2522522.5,2527527.5,2532532.5,2537537.5,2542542.5,2547547.5,2552552.5,2557557.5,2562562.5,2567567.5,2572572.5,2577577.5,2582582.5,2587587.5,2592592.5,2597597.5,2602602.5,2607607.5,2612612.5,2617617.5,2622622.5,2627627.75,2632632.75,2637637.75,2642642.75,2647647.75,2652652.75,2657657.75,2662662.75,2667667.75,2672672.75,2677677.75,2682682.75,2687687.75,2692692.75,2697697.75,2702702.75,2707707.75,2712712.75,2717717.75,2722722.75,2727727.75,2732732.75,2737737.75,2742742.75,2747747.75,2752752.75,2757757.75,2762762.75,2767767.75,2772772.75,2777777.75,2782782.75,2787787.75,2792792.75,2797797.75,2802802.75,2807807.75,2812812.75,2817817.75,2822822.75,2827827.75,2832832.75,2837837.75,2842842.75,2847847.75,2852852.75,2857857.75,2862862.75,2867867.75,2872872.75,2877878.0,2882883.0,2887888.0,2892893.0,2897898.0,2902903.0,2907908.0,2912913.0,2917918.0,2922923.0,2927928.0,2932933.0,2937938.0,2942943.0,2947948.0,2952953.0,2957958.0,2962963.0,2967968.0,2972973.0,2977978.0,2982983.0,2987988.0,2992993.0,2997998.0,3003003.0,3008008.0,3013013.0,3018018.0,3023023.0,3028028.0,3033033.0,3038038.0,3043043.0,3048048.0,3053053.0,3058058.0,3063063.0,3068068.0,3073073.0,3078078.0,3083083.0,3088088.0,3093093.0,3098098.0,3103103.0,3108108.0,3113113.0,3118118.0,3123123.0,3128128.25,3133133.25,3138138.25,3143143.25,3148148.25,3153153.25,3158158.25,3163163.25,3168168.25,3173173.25,3178178.25,3183183.25,3188188.25,3193193.25,3198198.25,3203203.25,3208208.25,3213213.25,3218218.25,3223223.25,3228228.25,3233233.25,3238238.25,3243243.25,3248248.25,3253253.25,3258258.25,3263263.25,3268268.25,3273273.25,3278278.25,3283283.25,3288288.25,3293293.25,3298298.25,3303303.25,3308308.25,3313313.25,3318318.25,3323323.25,3328328.25,3333333.25,3338338.25,3343343.25,3348348.25,3353353.25,3358358.25,3363363.25,3368368.25,3373373.25,3378378.5,3383383.5,3388388.5,3393393.5,3398398.5,3403403.5,3408408.5,3413413.5,3418418.5,3423423.5,3428428.5,3433433.5,3438438.5,3443443.5,3448448.5,3453453.5,3458458.5,3463463.5,3468468.5,3473473.5,3478478.5,3483483.5,3488488.5,3493493.5,3498498.5,3503503.5,3508508.5,3513513.5,3518518.5,3523523.5,3528528.5,3533533.5,3538538.5,3543543.5,3548548.5,3553553.5,3558558.5,3563563.5,3568568.5,3573573.5,3578578.5,3583583.5,3588588.5,3593593.5,3598598.5,3603603.5,3608608.5,3613613.5,3618618.5,3623623.5,3628628.75,3633633.75,3638638.75,3643643.75,3648648.75,3653653.75,3658658.75,3663663.75,3668668.75,3673673.75,3678678.75,3683683.75,3688688.75,3693693.75,3698698.75,3703703.75,3708708.75,3713713.75,3718718.75,3723723.75,3728728.75,3733733.75,3738738.75,3743743.75,3748748.75,3753753.75,3758758.75,3763763.75,3768768.75,3773773.75,3778778.75,3783783.75,3788788.75,3793793.75,3798798.75,3803803.75,3808808.75,3813813.75,3818818.75,3823823.75,3828828.75,3833833.75,3838838.75,3843843.75,3848848.75,3853853.75,3858858.75,3863863.75,3868868.75,3873873.75,3878879.0,3883884.0,3888889.0,3893894.0,3898899.0,3903904.0,3908909.0,3913914.0,3918919.0,3923924.0,3928929.0,3933934.0,3938939.0,3943944.0,3948949.0,3953954.0,3958959.0,3963964.0,3968969.0,3973974.0,3978979.0,3983984.0,3988989.0,3993994.0,3998999.0,4004004.0,4009009.0,4014014.0,4019019.0,4024024.0,4029029.0,4034034.0,4039039.0,4044044.0,4049049.0,4054054.0,4059059.0,4064064.0,4069069.0,4074074.0,4079079.0,4084084.0,4089089.0,4094094.0,4099099.0,4104104.0,4109109.0,4114114.0,4119119.0,4124124.0,4129129.25,4134134.25,4139139.25,4144144.25,4149149.25,4154154.25,4159159.25,4164164.25,4169169.25,4174174.25,4179179.25,4184184.25,4189189.25,4194194.25,4199199.0,4204204.0,4209209.0,4214214.0,4219219.0,4224224.0,4229229.0,4234234.0,4239239.0,4244244.0,4249249.0,4254254.5,4259259.5,4264264.5,4269269.5,4274274.5,4279279.5,4284284.5,4289289.5,4294294.5,4299299.5,4304304.5,4309309.5,4314314.5,4319319.5,4324324.5,4329329.5,4334334.5,4339339.5,4344344.5,4349349.5,4354354.5,4359359.5,4364364.5,4369369.5,4374374.5,4379379.5,4384384.5,4389389.5,4394394.5,4399399.5,4404404.5,4409409.5,4414414.5,4419419.5,4424424.5,4429429.5,4434434.5,4439439.5,4444444.5,4449449.5,4454454.5,4459459.5,4464464.5,4469469.5,4474474.5,4479479.5,4484484.5,4489489.5,4494494.5,4499499.5,4504504.5,4509509.5,4514514.5,4519519.5,4524524.5,4529529.5,4534534.5,4539539.5,4544544.5,4549549.5,4554554.5,4559559.5,4564564.5,4569569.5,4574574.5,4579579.5,4584584.5,4589589.5,4594594.5,4599599.5,4604604.5,4609609.5,4614614.5,4619619.5,4624624.5,4629629.5,4634634.5,4639639.5,4644644.5,4649649.5,4654654.5,4659659.5,4664664.5,4669669.5,4674674.5,4679679.5,4684684.5,4689689.5,4694694.5,4699699.5,4704704.5,4709709.5,4714714.5,4719719.5,4724724.5,4729729.5,4734734.5,4739739.5,4744744.5,4749749.5,4754755.0,4759760.0,4764765.0,4769770.0,4774775.0,4779780.0,4784785.0,4789790.0,4794795.0,4799800.0,4804805.0,4809810.0,4814815.0,4819820.0,4824825.0,4829830.0,4834835.0,4839840.0,4844845.0,4849850.0,4854855.0,4859860.0,4864865.0,4869870.0,4874875.0,4879880.0,4884885.0,4889890.0,4894895.0,4899900.0,4904905.0,4909910.0,4914915.0,4919920.0,4924925.0,4929930.0,4934935.0,4939940.0,4944945.0,4949950.0,4954955.0,4959960.0,4964965.0,4969970.0,4974975.0,4979980.0,4984985.0,4989990.0,4994995.0],"xaxis":"x","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0030001061968505383,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000447034836,0.05000000074505806,0.05000000074505806,0.04999997466802597,0.05000000074505806,0.05000000074505806,0.05000003054738045,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999995231628418,0.05000000074505806,0.05000007897615433,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999998211860657,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999998211860657,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000007897615433,0.05000000074505806,0.05000000074505806,1.0490009784698486,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999988153576851,0.05000011622905731,0.05000000074505806,0.04999976605176926,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.050000157207250595,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.050000157207250595,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999976605176926,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.050000157207250595,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999976605176926,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.050000157207250595,0.05000000074505806,0.05000000074505806,0.0592501237988472,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000031441450119,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999953210353851,0.10000000149011612,0.10000000149011612,0.10000047087669373,0.10000000149011612,0.10000000149011612,0.09999984502792358,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999984502792358,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000062733888626,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999906271696091,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10600025206804276,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.11999887973070145,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.11999887973070145,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.11999862641096115,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.119998998939991,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.119998998939991,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.119998998939991,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.119998998939991,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.119998499751091,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.11999925225973129,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.11999925225973129,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313],"yaxis":"y","type":"scatter"},{"hovertemplate":"Home price=%{x}\u003cbr\u003eSDLT=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"","orientation":"v","showlegend":false,"x":[0.0,5005.0048828125,10010.009765625,15015.0146484375,20020.01953125,25025.025390625,30030.029296875,35035.03515625,40040.0390625,45045.046875,50050.05078125,55055.0546875,60060.05859375,65065.06640625,70070.0703125,75075.078125,80080.078125,85085.0859375,90090.09375,95095.09375,100100.1015625,105105.1015625,110110.109375,115115.1171875,120120.1171875,125125.125,130130.1328125,135135.140625,140140.140625,145145.140625,150150.15625,155155.15625,160160.15625,165165.171875,170170.171875,175175.171875,180180.1875,185185.1875,190190.1875,195195.1875,200200.203125,205205.203125,210210.203125,215215.21875,220220.21875,225225.21875,230230.234375,235235.234375,240240.234375,245245.25,250250.25,255255.25,260260.265625,265265.25,270270.28125,275275.28125,280280.28125,285285.28125,290290.28125,295295.28125,300300.3125,305305.3125,310310.3125,315315.3125,320320.3125,325325.3125,330330.34375,335335.34375,340340.34375,345345.34375,350350.34375,355355.34375,360360.375,365365.375,370370.375,375375.375,380380.375,385385.375,390390.375,395395.40625,400400.40625,405405.40625,410410.40625,415415.40625,420420.40625,425425.4375,430430.4375,435435.4375,440440.4375,445445.4375,450450.4375,455455.46875,460460.46875,465465.46875,470470.46875,475475.46875,480480.46875,485485.5,490490.5,495495.5,500500.5,505505.5,510510.5,515515.5,520520.53125,525525.5,530530.5,535535.5625,540540.5625,545545.5625,550550.5625,555555.5625,560560.5625,565565.5625,570570.5625,575575.5625,580580.5625,585585.5625,590590.5625,595595.625,600600.625,605605.625,610610.625,615615.625,620620.625,625625.625,630630.625,635635.625,640640.625,645645.625,650650.625,655655.625,660660.6875,665665.6875,670670.6875,675675.6875,680680.6875,685685.6875,690690.6875,695695.6875,700700.6875,705705.6875,710710.6875,715715.6875,720720.75,725725.75,730730.75,735735.75,740740.75,745745.75,750750.75,755755.75,760760.75,765765.75,770770.75,775775.75,780780.75,785785.8125,790790.8125,795795.8125,800800.8125,805805.8125,810810.8125,815815.8125,820820.8125,825825.8125,830830.8125,835835.8125,840840.8125,845845.875,850850.875,855855.875,860860.875,865865.875,870870.875,875875.875,880880.875,885885.875,890890.875,895895.875,900900.875,905905.875,910910.9375,915915.9375,920920.9375,925925.9375,930930.9375,935935.9375,940940.9375,945945.9375,950950.9375,955955.9375,960960.9375,965965.9375,970971.0,975976.0,980981.0,985986.0,990991.0,995996.0,1001001.0,1006006.0,1011011.0,1016016.0,1021021.0,1026026.0,1031031.0,1036036.0625,1041041.0625,1046046.0625,1051051.0,1056056.0,1061061.0,1066066.125,1071071.125,1076076.125,1081081.125,1086086.125,1091091.125,1096096.125,1101101.125,1106106.125,1111111.125,1116116.125,1121121.125,1126126.125,1131131.125,1136136.125,1141141.125,1146146.125,1151151.125,1156156.125,1161161.125,1166166.125,1171171.125,1176176.125,1181181.125,1186186.125,1191191.25,1196196.25,1201201.25,1206206.25,1211211.25,1216216.25,1221221.25,1226226.25,1231231.25,1236236.25,1241241.25,1246246.25,1251251.25,1256256.25,1261261.25,1266266.25,1271271.25,1276276.25,1281281.25,1286286.25,1291291.25,1296296.25,1301301.25,1306306.25,1311311.25,1316316.375,1321321.375,1326326.375,1331331.375,1336336.375,1341341.375,1346346.375,1351351.375,1356356.375,1361361.375,1366366.375,1371371.375,1376376.375,1381381.375,1386386.375,1391391.375,1396396.375,1401401.375,1406406.375,1411411.375,1416416.375,1421421.375,1426426.375,1431431.375,1436436.375,1441441.5,1446446.5,1451451.5,1456456.5,1461461.5,1466466.5,1471471.5,1476476.5,1481481.5,1486486.5,1491491.5,1496496.5,1501501.5,1506506.5,1511511.5,1516516.5,1521521.5,1526526.5,1531531.5,1536536.5,1541541.5,1546546.5,1551551.5,1556556.5,1561561.5,1566566.625,1571571.625,1576576.625,1581581.625,1586586.625,1591591.625,1596596.625,1601601.625,1606606.625,1611611.625,1616616.625,1621621.625,1626626.625,1631631.625,1636636.625,1641641.625,1646646.625,1651651.625,1656656.625,1661661.625,1666666.625,1671671.625,1676676.625,1681681.625,1686686.625,1691691.75,1696696.75,1701701.75,1706706.75,1711711.75,1716716.75,1721721.75,1726726.75,1731731.75,1736736.75,1741741.75,1746746.75,1751751.75,1756756.75,1761761.75,1766766.75,1771771.75,1776776.75,1781781.75,1786786.75,1791791.75,1796796.75,1801801.75,1806806.75,1811811.75,1816816.875,1821821.875,1826826.875,1831831.875,1836836.875,1841841.875,1846846.875,1851851.875,1856856.875,1861861.875,1866866.875,1871871.875,1876876.875,1881881.875,1886886.875,1891891.875,1896896.875,1901901.875,1906906.875,1911911.875,1916916.875,1921921.875,1926926.875,1931931.875,1936936.875,1941942.0,1946947.0,1951952.0,1956957.0,1961962.0,1966967.0,1971972.0,1976977.0,1981982.0,1986987.0,1991992.0,1996997.0,2002002.0,2007007.0,2012012.0,2017017.0,2022022.0,2027027.0,2032032.0,2037037.0,2042042.0,2047047.0,2052052.0,2057057.0,2062062.0,2067067.125,2072072.125,2077077.125,2082082.125,2087087.125,2092092.125,2097097.125,2102102.0,2107107.0,2112112.0,2117117.0,2122122.0,2127127.25,2132132.25,2137137.25,2142142.25,2147147.25,2152152.25,2157157.25,2162162.25,2167167.25,2172172.25,2177177.25,2182182.25,2187187.25,2192192.25,2197197.25,2202202.25,2207207.25,2212212.25,2217217.25,2222222.25,2227227.25,2232232.25,2237237.25,2242242.25,2247247.25,2252252.25,2257257.25,2262262.25,2267267.25,2272272.25,2277277.25,2282282.25,2287287.25,2292292.25,2297297.25,2302302.25,2307307.25,2312312.25,2317317.25,2322322.25,2327327.25,2332332.25,2337337.25,2342342.25,2347347.25,2352352.25,2357357.25,2362362.25,2367367.25,2372372.25,2377377.5,2382382.5,2387387.5,2392392.5,2397397.5,2402402.5,2407407.5,2412412.5,2417417.5,2422422.5,2427427.5,2432432.5,2437437.5,2442442.5,2447447.5,2452452.5,2457457.5,2462462.5,2467467.5,2472472.5,2477477.5,2482482.5,2487487.5,2492492.5,2497497.5,2502502.5,2507507.5,2512512.5,2517517.5,2522522.5,2527527.5,2532532.5,2537537.5,2542542.5,2547547.5,2552552.5,2557557.5,2562562.5,2567567.5,2572572.5,2577577.5,2582582.5,2587587.5,2592592.5,2597597.5,2602602.5,2607607.5,2612612.5,2617617.5,2622622.5,2627627.75,2632632.75,2637637.75,2642642.75,2647647.75,2652652.75,2657657.75,2662662.75,2667667.75,2672672.75,2677677.75,2682682.75,2687687.75,2692692.75,2697697.75,2702702.75,2707707.75,2712712.75,2717717.75,2722722.75,2727727.75,2732732.75,2737737.75,2742742.75,2747747.75,2752752.75,2757757.75,2762762.75,2767767.75,2772772.75,2777777.75,2782782.75,2787787.75,2792792.75,2797797.75,2802802.75,2807807.75,2812812.75,2817817.75,2822822.75,2827827.75,2832832.75,2837837.75,2842842.75,2847847.75,2852852.75,2857857.75,2862862.75,2867867.75,2872872.75,2877878.0,2882883.0,2887888.0,2892893.0,2897898.0,2902903.0,2907908.0,2912913.0,2917918.0,2922923.0,2927928.0,2932933.0,2937938.0,2942943.0,2947948.0,2952953.0,2957958.0,2962963.0,2967968.0,2972973.0,2977978.0,2982983.0,2987988.0,2992993.0,2997998.0,3003003.0,3008008.0,3013013.0,3018018.0,3023023.0,3028028.0,3033033.0,3038038.0,3043043.0,3048048.0,3053053.0,3058058.0,3063063.0,3068068.0,3073073.0,3078078.0,3083083.0,3088088.0,3093093.0,3098098.0,3103103.0,3108108.0,3113113.0,3118118.0,3123123.0,3128128.25,3133133.25,3138138.25,3143143.25,3148148.25,3153153.25,3158158.25,3163163.25,3168168.25,3173173.25,3178178.25,3183183.25,3188188.25,3193193.25,3198198.25,3203203.25,3208208.25,3213213.25,3218218.25,3223223.25,3228228.25,3233233.25,3238238.25,3243243.25,3248248.25,3253253.25,3258258.25,3263263.25,3268268.25,3273273.25,3278278.25,3283283.25,3288288.25,3293293.25,3298298.25,3303303.25,3308308.25,3313313.25,3318318.25,3323323.25,3328328.25,3333333.25,3338338.25,3343343.25,3348348.25,3353353.25,3358358.25,3363363.25,3368368.25,3373373.25,3378378.5,3383383.5,3388388.5,3393393.5,3398398.5,3403403.5,3408408.5,3413413.5,3418418.5,3423423.5,3428428.5,3433433.5,3438438.5,3443443.5,3448448.5,3453453.5,3458458.5,3463463.5,3468468.5,3473473.5,3478478.5,3483483.5,3488488.5,3493493.5,3498498.5,3503503.5,3508508.5,3513513.5,3518518.5,3523523.5,3528528.5,3533533.5,3538538.5,3543543.5,3548548.5,3553553.5,3558558.5,3563563.5,3568568.5,3573573.5,3578578.5,3583583.5,3588588.5,3593593.5,3598598.5,3603603.5,3608608.5,3613613.5,3618618.5,3623623.5,3628628.75,3633633.75,3638638.75,3643643.75,3648648.75,3653653.75,3658658.75,3663663.75,3668668.75,3673673.75,3678678.75,3683683.75,3688688.75,3693693.75,3698698.75,3703703.75,3708708.75,3713713.75,3718718.75,3723723.75,3728728.75,3733733.75,3738738.75,3743743.75,3748748.75,3753753.75,3758758.75,3763763.75,3768768.75,3773773.75,3778778.75,3783783.75,3788788.75,3793793.75,3798798.75,3803803.75,3808808.75,3813813.75,3818818.75,3823823.75,3828828.75,3833833.75,3838838.75,3843843.75,3848848.75,3853853.75,3858858.75,3863863.75,3868868.75,3873873.75,3878879.0,3883884.0,3888889.0,3893894.0,3898899.0,3903904.0,3908909.0,3913914.0,3918919.0,3923924.0,3928929.0,3933934.0,3938939.0,3943944.0,3948949.0,3953954.0,3958959.0,3963964.0,3968969.0,3973974.0,3978979.0,3983984.0,3988989.0,3993994.0,3998999.0,4004004.0,4009009.0,4014014.0,4019019.0,4024024.0,4029029.0,4034034.0,4039039.0,4044044.0,4049049.0,4054054.0,4059059.0,4064064.0,4069069.0,4074074.0,4079079.0,4084084.0,4089089.0,4094094.0,4099099.0,4104104.0,4109109.0,4114114.0,4119119.0,4124124.0,4129129.25,4134134.25,4139139.25,4144144.25,4149149.25,4154154.25,4159159.25,4164164.25,4169169.25,4174174.25,4179179.25,4184184.25,4189189.25,4194194.25,4199199.0,4204204.0,4209209.0,4214214.0,4219219.0,4224224.0,4229229.0,4234234.0,4239239.0,4244244.0,4249249.0,4254254.5,4259259.5,4264264.5,4269269.5,4274274.5,4279279.5,4284284.5,4289289.5,4294294.5,4299299.5,4304304.5,4309309.5,4314314.5,4319319.5,4324324.5,4329329.5,4334334.5,4339339.5,4344344.5,4349349.5,4354354.5,4359359.5,4364364.5,4369369.5,4374374.5,4379379.5,4384384.5,4389389.5,4394394.5,4399399.5,4404404.5,4409409.5,4414414.5,4419419.5,4424424.5,4429429.5,4434434.5,4439439.5,4444444.5,4449449.5,4454454.5,4459459.5,4464464.5,4469469.5,4474474.5,4479479.5,4484484.5,4489489.5,4494494.5,4499499.5,4504504.5,4509509.5,4514514.5,4519519.5,4524524.5,4529529.5,4534534.5,4539539.5,4544544.5,4549549.5,4554554.5,4559559.5,4564564.5,4569569.5,4574574.5,4579579.5,4584584.5,4589589.5,4594594.5,4599599.5,4604604.5,4609609.5,4614614.5,4619619.5,4624624.5,4629629.5,4634634.5,4639639.5,4644644.5,4649649.5,4654654.5,4659659.5,4664664.5,4669669.5,4674674.5,4679679.5,4684684.5,4689689.5,4694694.5,4699699.5,4704704.5,4709709.5,4714714.5,4719719.5,4724724.5,4729729.5,4734734.5,4739739.5,4744744.5,4749749.5,4754755.0,4759760.0,4764765.0,4769770.0,4774775.0,4779780.0,4784785.0,4789790.0,4794795.0,4799800.0,4804805.0,4809810.0,4814815.0,4819820.0,4824825.0,4829830.0,4834835.0,4839840.0,4844845.0,4849850.0,4854855.0,4859860.0,4864865.0,4869870.0,4874875.0,4879880.0,4884885.0,4889890.0,4894895.0,4899900.0,4904905.0,4909910.0,4914915.0,4919920.0,4924925.0,4929930.0,4934935.0,4939940.0,4944945.0,4949950.0,4954955.0,4959960.0,4964965.0,4969970.0,4974975.0,4979980.0,4984985.0,4989990.0,4994995.0],"xaxis":"x2","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15.015625,265.265625,515.515625,765.765625,1016.015625,1266.265625,1516.5172119140625,1766.7672119140625,2017.0172119140625,2267.26708984375,2517.51708984375,2767.76708984375,3018.018798828125,3268.268798828125,3518.518798828125,3768.768798828125,4019.018798828125,4269.2685546875,4519.5185546875,4769.7705078125,5020.0205078125,5270.2705078125,5520.5205078125,5770.7705078125,6021.0205078125,6271.27197265625,6521.52197265625,6771.77197265625,7022.02197265625,7272.27197265625,7522.52197265625,7772.7734375,8023.0234375,8273.2734375,8523.5234375,8773.7734375,9024.0234375,9274.275390625,9524.525390625,9774.775390625,15025.025390625,15275.275390625,15525.525390625,15775.775390625,16026.0263671875,16276.275390625,16526.525390625,16776.77734375,17027.02734375,17277.27734375,17527.52734375,17777.77734375,18028.02734375,18278.27734375,18528.52734375,18778.77734375,19029.02734375,19279.27734375,19529.52734375,19779.78125,20030.03125,20280.28125,20530.53125,20780.78125,21031.03125,21281.28125,21531.53125,21781.78125,22032.03125,22282.28125,22532.53125,22782.78125,23033.03515625,23283.28515625,23533.53515625,23783.78515625,24034.03515625,24284.28515625,24534.53515625,24784.78515625,25035.03515625,25285.28515625,25535.53515625,25785.78515625,26036.037109375,26286.287109375,26536.537109375,26786.787109375,27037.037109375,27287.287109375,27537.537109375,27787.787109375,28038.037109375,28288.287109375,28538.537109375,28788.787109375,29039.037109375,29289.291015625,29539.541015625,29789.791015625,30040.041015625,30290.291015625,30540.541015625,30790.791015625,31041.041015625,31291.291015625,31541.541015625,31791.791015625,32042.041015625,32292.29296875,32542.54296875,32792.79296875,33043.04296875,33293.29296875,33543.54296875,33793.79296875,34044.04296875,34294.29296875,34544.54296875,34794.79296875,35045.04296875,35295.29296875,35545.546875,35795.796875,36046.046875,36342.59375,36843.09375,37343.59375,37844.09375,38344.59375,38845.09375,39345.59375,39846.09375,40346.59375,40847.1015625,41347.6015625,41848.1015625,42348.6015625,42849.1015625,43349.6015625,43850.1015625,44350.6015625,44851.1015625,45351.6015625,45852.1015625,46352.6015625,46853.1015625,47353.60546875,47854.10546875,48354.60546875,48855.1015625,49355.6015625,49856.1015625,50356.61328125,50857.11328125,51357.61328125,51858.11328125,52358.61328125,52859.11328125,53359.61328125,53860.11328125,54360.61328125,54861.11328125,55361.61328125,55862.11328125,56362.61328125,56863.11328125,57363.61328125,57864.11328125,58364.61328125,58865.11328125,59365.61328125,59866.11328125,60366.61328125,60867.11328125,61367.61328125,61868.11328125,62368.61328125,62869.125,63369.625,63870.125,64370.625,64871.125,65371.625,65872.125,66372.625,66873.125,67373.625,67874.125,68374.625,68875.125,69375.625,69876.125,70376.625,70877.125,71377.625,71878.125,72378.625,72879.125,73379.625,73880.125,74380.625,74881.125,75381.640625,75882.140625,76382.640625,76883.140625,77383.640625,77884.140625,78384.640625,78885.140625,79385.640625,79886.140625,80386.640625,80887.140625,81387.640625,81888.140625,82388.640625,82889.140625,83389.640625,83890.140625,84390.640625,84891.140625,85391.640625,85892.140625,86392.640625,86893.140625,87393.640625,87894.1484375,88394.6484375,88895.1484375,89395.6484375,89896.1484375,90396.6484375,90897.1484375,91397.6484375,91898.1484375,92398.6484375,92899.1484375,93399.6484375,93930.1796875,94530.78125,95131.3828125,95731.9765625,96332.578125,96933.1796875,97533.78125,98134.3828125,98734.9765625,99335.578125,99936.1796875,100536.78125,101137.3828125,101737.9921875,102338.59375,102939.1953125,103539.796875,104140.3984375,104740.9921875,105341.59375,105942.1953125,106542.796875,107143.3984375,107743.9921875,108344.59375,108945.1953125,109545.796875,110146.3984375,110746.9921875,111347.59375,111948.1953125,112548.796875,113149.3984375,113749.9921875,114350.59375,114951.1953125,115551.796875,116152.3984375,116753.0078125,117353.609375,117954.2109375,118554.8125,119155.40625,119756.0078125,120356.609375,120957.2109375,121557.8125,122158.40625,122759.0078125,123359.609375,123960.2109375,124560.8125,125161.40625,125762.0078125,126362.609375,126963.2109375,127563.8125,128164.40625,128765.0078125,129365.609375,129966.2109375,130566.8125,131167.40625,131768.03125,132368.625,132969.21875,133569.828125,134170.421875,134771.03125,135371.625,135972.21875,136572.828125,137173.421875,137774.03125,138374.625,138975.21875,139575.828125,140176.421875,140777.03125,141377.625,141978.21875,142578.828125,143179.421875,143780.03125,144380.625,144981.21875,145581.828125,146182.421875,146783.046875,147383.640625,147984.234375,148584.84375,149185.4375,149786.046875,150386.640625,150987.234375,151587.84375,152188.4375,152789.046875,153389.640625,153990.234375,154590.84375,155191.4375,155792.046875,156392.640625,156993.234375,157593.84375,158194.4375,158795.046875,159395.640625,159996.234375,160596.84375,161197.4375,161798.0625,162398.65625,162999.25,163599.859375,164200.453125,164801.0625,165401.65625,166002.234375,166602.84375,167203.4375,167804.046875,168404.640625,169005.265625,169605.875,170206.46875,170807.0625,171407.671875,172008.265625,172608.875,173209.46875,173810.0625,174410.671875,175011.265625,175611.875,176212.46875,176813.0625,177413.671875,178014.265625,178614.875,179215.46875,179816.0625,180416.671875,181017.265625,181617.875,182218.46875,182819.0625,183419.671875,184020.265625,184620.875,185221.46875,185822.0625,186422.671875,187023.265625,187623.875,188224.46875,188825.0625,189425.671875,190026.265625,190626.875,191227.46875,191828.0625,192428.671875,193029.265625,193629.875,194230.46875,194831.0625,195431.671875,196032.265625,196632.875,197233.46875,197834.0625,198434.671875,199035.296875,199635.90625,200236.5,200837.09375,201437.703125,202038.296875,202638.90625,203239.5,203840.09375,204440.703125,205041.296875,205641.90625,206242.5,206843.09375,207443.703125,208044.296875,208644.90625,209245.5,209846.09375,210446.703125,211047.296875,211647.90625,212248.5,212849.09375,213449.703125,214050.296875,214650.90625,215251.5,215852.09375,216452.703125,217053.296875,217653.90625,218254.5,218855.09375,219455.703125,220056.296875,220656.90625,221257.5,221858.09375,222458.703125,223059.296875,223659.90625,224260.5,224861.09375,225461.703125,226062.296875,226662.90625,227263.5,227864.09375,228464.703125,229065.328125,229665.9375,230266.53125,230867.125,231467.734375,232068.328125,232668.9375,233269.53125,233870.125,234470.734375,235071.328125,235671.9375,236272.53125,236873.125,237473.734375,238074.328125,238674.9375,239275.53125,239876.125,240476.734375,241077.328125,241677.9375,242278.53125,242879.125,243479.734375,244080.328125,244680.9375,245281.53125,245882.125,246482.734375,247083.328125,247683.9375,248284.53125,248885.125,249485.734375,250086.328125,250686.9375,251287.53125,251888.125,252488.734375,253089.328125,253689.9375,254290.53125,254891.125,255491.734375,256092.328125,256692.9375,257293.53125,257894.125,258494.734375,259095.359375,259695.953125,260296.5625,260897.15625,261497.765625,262098.359375,262698.96875,263299.5625,263900.15625,264500.75,265101.375,265701.96875,266302.5625,266903.15625,267503.75,268104.375,268704.96875,269305.5625,269906.15625,270506.75,271107.375,271707.96875,272308.5625,272909.15625,273509.75,274110.375,274710.96875,275311.5625,275912.15625,276512.75,277113.375,277713.96875,278314.5625,278915.15625,279515.75,280116.375,280716.96875,281317.5625,281918.15625,282518.75,283119.375,283719.96875,284320.5625,284921.15625,285521.75,286122.375,286722.96875,287323.5625,287924.15625,288524.75,289125.375,289726.0,290326.59375,290927.1875,291527.78125,292128.375,292729.0,293329.59375,293930.1875,294530.78125,295131.375,295732.0,296332.59375,296933.1875,297533.78125,298134.375,298735.0,299335.59375,299936.1875,300536.78125,301137.375,301738.0,302338.59375,302939.1875,303539.78125,304140.375,304741.0,305341.59375,305942.1875,306542.78125,307143.375,307744.0,308344.59375,308945.1875,309545.78125,310146.375,310747.0,311347.59375,311948.1875,312548.78125,313149.375,313750.0,314350.59375,314951.1875,315551.78125,316152.375,316753.0,317353.59375,317954.1875,318554.78125,319155.40625,319756.03125,320356.625,320957.21875,321557.8125,322158.40625,322759.03125,323359.625,323960.21875,324560.8125,325161.40625,325762.03125,326362.625,326963.21875,327563.8125,328164.40625,328765.03125,329365.625,329966.21875,330566.8125,331167.40625,331768.03125,332368.625,332969.21875,333569.8125,334170.40625,334771.03125,335371.625,335972.21875,336572.8125,337173.40625,337774.03125,338374.625,338975.21875,339575.8125,340176.40625,340777.03125,341377.625,341978.21875,342578.8125,343179.40625,343780.03125,344380.625,344981.21875,345581.8125,346182.40625,346783.03125,347383.625,347984.21875,348584.8125,349185.4375,349786.0625,350386.65625,350987.25,351587.84375,352188.4375,352789.0625,353389.65625,353990.25,354590.84375,355191.4375,355792.0625,356392.65625,356993.25,357593.84375,358194.4375,358795.0625,359395.65625,359996.25,360596.84375,361197.4375,361798.0625,362398.65625,362999.25,363599.84375,364200.4375,364801.0625,365401.65625,366002.25,366602.84375,367203.4375,367804.0625,368404.65625,369005.25,369605.84375,370206.4375,370807.0625,371407.65625,372008.25,372608.84375,373209.4375,373810.0625,374410.65625,375011.25,375611.84375,376212.4375,376813.0625,377413.65625,378014.25,378614.84375,379215.46875,379816.09375,380416.6875,381017.28125,381617.875,382218.46875,382819.09375,383419.6875,384020.28125,384620.875,385221.46875,385822.09375,386422.6875,387023.28125,387623.875,388224.46875,388825.09375,389425.6875,390026.28125,390626.875,391227.46875,391828.09375,392428.6875,393029.28125,393629.875,394230.46875,394831.09375,395431.6875,396032.28125,396632.875,397233.46875,397834.09375,398434.6875,399035.28125,399635.875,400236.46875,400837.09375,401437.6875,402038.28125,402638.875,403239.46875,403840.09375,404440.6875,405041.28125,405641.875,406242.46875,406843.09375,407443.6875,408044.28125,408644.875,409245.5,409846.125,410446.71875,411047.3125,411647.90625,412248.5,412849.125,413449.71875,414050.3125,414650.90625,415251.5,415852.125,416452.71875,417053.3125,417653.875,418254.46875,418855.09375,419455.6875,420056.28125,420656.875,421257.46875,421858.09375,422458.6875,423059.28125,423659.875,424260.53125,424861.125,425461.75,426062.34375,426662.9375,427263.53125,427864.125,428464.75,429065.34375,429665.9375,430266.53125,430867.125,431467.75,432068.34375,432668.9375,433269.53125,433870.125,434470.75,435071.34375,435671.9375,436272.53125,436873.125,437473.75,438074.34375,438674.9375,439275.53125,439876.125,440476.75,441077.34375,441677.9375,442278.53125,442879.125,443479.75,444080.34375,444680.9375,445281.53125,445882.125,446482.75,447083.34375,447683.9375,448284.53125,448885.125,449485.75,450086.34375,450686.9375,451287.53125,451888.125,452488.75,453089.34375,453689.9375,454290.53125,454891.125,455491.75,456092.34375,456692.9375,457293.53125,457894.125,458494.75,459095.34375,459695.9375,460296.53125,460897.125,461497.75,462098.34375,462698.9375,463299.53125,463900.125,464500.75,465101.34375,465701.9375,466302.53125,466903.125,467503.75,468104.34375,468704.9375,469305.53125,469906.125,470506.75,471107.34375,471707.9375,472308.53125,472909.125,473509.75,474110.34375,474710.9375,475311.53125,475912.125,476512.75,477113.34375,477713.9375,478314.53125,478915.125,479515.75,480116.34375,480716.9375,481317.53125,481918.125,482518.75,483119.34375,483719.9375,484320.59375,484921.1875,485521.8125,486122.40625,486723.0,487323.59375,487924.1875,488524.8125,489125.40625,489726.0,490326.59375,490927.1875,491527.8125,492128.40625,492729.0,493329.59375,493930.1875,494530.8125,495131.40625,495732.0,496332.59375,496933.1875,497533.8125,498134.40625,498735.0,499335.59375,499936.1875,500536.8125,501137.40625,501738.0,502338.59375,502939.1875,503539.8125,504140.40625,504741.0,505341.59375,505942.1875,506542.8125,507143.40625,507744.0,508344.59375,508945.1875,509545.8125,510146.40625,510747.0,511347.59375,511948.1875,512548.8125,513149.40625],"yaxis":"y2","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,0.45],"title":{"text":"Price"},"tickprefix":"\u00a3"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"tickformat":",.0%"},"xaxis2":{"anchor":"y2","domain":[0.55,1.0],"title":{"text":"Price"},"tickprefix":"\u00a3"},"yaxis2":{"anchor":"x2","domain":[0.0,1.0],"tickprefix":"\u00a3"},"annotations":[{"font":{"size":16},"showarrow":false,"text":"Marginal SDLT rate","x":0.225,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"Total SDLT","x":0.775,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"}],"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('530c04c3-d8a0-48ec-a880-98469f544a65');
+var gd = document.getElementById('b90f78a4-0941-49f9-964d-c91c1e5648ad');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
@@ -592,9 +592,9 @@ <h2>SDLT Statistics for 2019 and 2020<a class="headerlink" href="#sdlt-statistic
 </div>
 </details>
 <div class="cell_output docutils container">
-<div class="output text_html"><div>                            <div id="9c7f7773-3519-4de0-b8df-5155d6de0da0" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("9c7f7773-3519-4de0-b8df-5155d6de0da0")) {                    Plotly.newPlot(                        "9c7f7773-3519-4de0-b8df-5155d6de0da0",                        [{"alignmentgroup":"True","hovertemplate":"Year=2015\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2015","marker":{"color":"#636efa","pattern":{"shape":""}},"name":"2015","offsetgroup":"2015","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Residental household","Non-residental corporate","Residental corporate","Non-residental household"],"xaxis":"x","y":[7540.0,2965.0,885.0,210.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2016\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2016","marker":{"color":"#EF553B","pattern":{"shape":""}},"name":"2016","offsetgroup":"2016","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Non-residental household","Residental household","Residental corporate"],"xaxis":"x","y":[2965.0,210.0,7540.0,885.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2017\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2017","marker":{"color":"#00cc96","pattern":{"shape":""}},"name":"2017","offsetgroup":"2017","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Non-residental household","Residental household","Residental corporate"],"xaxis":"x","y":[2965.0,210.0,7540.0,885.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2018\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2018","marker":{"color":"#ab63fa","pattern":{"shape":""}},"name":"2018","offsetgroup":"2018","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Residental corporate","Non-residental household","Non-residental corporate","Residental household"],"xaxis":"x","y":[885.0,210.0,2965.0,7540.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2019\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2019","marker":{"color":"#FFA15A","pattern":{"shape":""}},"name":"2019","offsetgroup":"2019","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Residental household","Non-residental corporate","Residental corporate","Non-residental household"],"xaxis":"x","y":[7540.0,2965.0,885.0,210.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2020\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2020","marker":{"color":"#19d3f3","pattern":{"shape":""}},"name":"2020","offsetgroup":"2020","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental household","Non-residental corporate","Residental household","Residental corporate"],"xaxis":"x","y":[230.0,2425.0,5310.0,705.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2021\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2021","marker":{"color":"#FF6692","pattern":{"shape":""}},"name":"2021","offsetgroup":"2021","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Residental household","Non-residental household","Residental corporate"],"xaxis":"x","y":[2425.0,5310.0,230.0,705.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2022\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2022","marker":{"color":"#B6E880","pattern":{"shape":""}},"name":"2022","offsetgroup":"2022","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental household","Residental corporate","Residental household","Non-residental corporate"],"xaxis":"x","y":[230.0,705.0,5310.0,2425.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2023\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2023","marker":{"color":"#FF97FF","pattern":{"shape":""}},"name":"2023","offsetgroup":"2023","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Residental corporate","Residental household","Non-residental household"],"xaxis":"x","y":[2425.0,705.0,5310.0,230.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2024\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2024","marker":{"color":"#FECB52","pattern":{"shape":""}},"name":"2024","offsetgroup":"2024","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Non-residental household","Residental household","Residental corporate"],"xaxis":"x","y":[2425.0,230.0,5310.0,705.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2025\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2025","marker":{"color":"#636efa","pattern":{"shape":""}},"name":"2025","offsetgroup":"2025","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Residental corporate","Residental household","Non-residental household"],"xaxis":"x","y":[2425.0,705.0,5310.0,230.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2026\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2026","marker":{"color":"#EF553B","pattern":{"shape":""}},"name":"2026","offsetgroup":"2026","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental household","Non-residental corporate","Residental household","Residental corporate"],"xaxis":"x","y":[230.0,2425.0,5310.0,705.0],"yaxis":"y","type":"bar"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Property type"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Revenue (\u00a3m)"}},"legend":{"title":{"text":"Year"},"tracegroupgap":0},"title":{"text":"SDLT statistics for 2019 and 2020"},"barmode":"group","height":600,"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+<div class="output text_html"><div>                            <div id="03e8a6d4-a888-439e-a608-e6965ab90a30" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("03e8a6d4-a888-439e-a608-e6965ab90a30")) {                    Plotly.newPlot(                        "03e8a6d4-a888-439e-a608-e6965ab90a30",                        [{"alignmentgroup":"True","hovertemplate":"Year=2015\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2015","marker":{"color":"#636efa","pattern":{"shape":""}},"name":"2015","offsetgroup":"2015","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Residental household","Non-residental corporate","Residental corporate","Non-residental household"],"xaxis":"x","y":[7540.0,2965.0,885.0,210.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2016\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2016","marker":{"color":"#EF553B","pattern":{"shape":""}},"name":"2016","offsetgroup":"2016","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Non-residental household","Residental household","Residental corporate"],"xaxis":"x","y":[2965.0,210.0,7540.0,885.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2017\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2017","marker":{"color":"#00cc96","pattern":{"shape":""}},"name":"2017","offsetgroup":"2017","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Non-residental household","Residental household","Residental corporate"],"xaxis":"x","y":[2965.0,210.0,7540.0,885.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2018\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2018","marker":{"color":"#ab63fa","pattern":{"shape":""}},"name":"2018","offsetgroup":"2018","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Residental corporate","Non-residental household","Non-residental corporate","Residental household"],"xaxis":"x","y":[885.0,210.0,2965.0,7540.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2019\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2019","marker":{"color":"#FFA15A","pattern":{"shape":""}},"name":"2019","offsetgroup":"2019","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Residental household","Non-residental corporate","Residental corporate","Non-residental household"],"xaxis":"x","y":[7540.0,2965.0,885.0,210.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2020\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2020","marker":{"color":"#19d3f3","pattern":{"shape":""}},"name":"2020","offsetgroup":"2020","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental household","Non-residental corporate","Residental household","Residental corporate"],"xaxis":"x","y":[230.0,2425.0,5310.0,705.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2021\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2021","marker":{"color":"#FF6692","pattern":{"shape":""}},"name":"2021","offsetgroup":"2021","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Residental household","Non-residental household","Residental corporate"],"xaxis":"x","y":[2425.0,5310.0,230.0,705.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2022\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2022","marker":{"color":"#B6E880","pattern":{"shape":""}},"name":"2022","offsetgroup":"2022","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental household","Residental corporate","Residental household","Non-residental corporate"],"xaxis":"x","y":[230.0,705.0,5310.0,2425.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2023\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2023","marker":{"color":"#FF97FF","pattern":{"shape":""}},"name":"2023","offsetgroup":"2023","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Residental corporate","Residental household","Non-residental household"],"xaxis":"x","y":[2425.0,705.0,5310.0,230.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2024\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2024","marker":{"color":"#FECB52","pattern":{"shape":""}},"name":"2024","offsetgroup":"2024","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Non-residental household","Residental household","Residental corporate"],"xaxis":"x","y":[2425.0,230.0,5310.0,705.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2025\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2025","marker":{"color":"#636efa","pattern":{"shape":""}},"name":"2025","offsetgroup":"2025","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental corporate","Residental corporate","Residental household","Non-residental household"],"xaxis":"x","y":[2425.0,705.0,5310.0,230.0],"yaxis":"y","type":"bar"},{"alignmentgroup":"True","hovertemplate":"Year=2026\u003cbr\u003eType=%{x}\u003cbr\u003eRevenue (\u00a3m)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"2026","marker":{"color":"#EF553B","pattern":{"shape":""}},"name":"2026","offsetgroup":"2026","orientation":"v","showlegend":true,"textposition":"outside","texttemplate":"%{y}","x":["Non-residental household","Non-residental corporate","Residental household","Residental corporate"],"xaxis":"x","y":[230.0,2425.0,5310.0,705.0],"yaxis":"y","type":"bar"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Property type"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Revenue (\u00a3m)"}},"legend":{"title":{"text":"Year"},"tracegroupgap":0},"title":{"text":"SDLT statistics for 2019 and 2020"},"barmode":"group","height":600,"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('9c7f7773-3519-4de0-b8df-5155d6de0da0');
+var gd = document.getElementById('03e8a6d4-a888-439e-a608-e6965ab90a30');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/programs/gov/ofgem/energy-price-guarantee.html b/programs/gov/ofgem/energy-price-guarantee.html
index 89620b2cf..c9d27f8f0 100644
--- a/programs/gov/ofgem/energy-price-guarantee.html
+++ b/programs/gov/ofgem/energy-price-guarantee.html
@@ -301,9 +301,9 @@ <h1>Energy Price Cap<a class="headerlink" href="#energy-price-cap" title="Permal
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="7d2062ff-4103-44ae-ba0d-083202e84c41" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("7d2062ff-4103-44ae-ba0d-083202e84c41")) {                    Plotly.newPlot(                        "7d2062ff-4103-44ae-ba0d-083202e84c41",                        [{"hovertemplate":"variable=Energy price cap\u003cbr\u003eDate=%{x}\u003cbr\u003evalue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Energy price cap","line":{"color":"#BDBDBD","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Energy price cap","orientation":"v","showlegend":true,"x":["2023-10-01","2023-07-01","2023-04-01","2023-01-01","2022-10-01","2022-04-01","2021-10-01","2021-04-01","2020-10-01","2020-04-01","2019-10-01","2019-04-01","2018-10-01","2015-01-01"],"xaxis":"x","y":[2389,2362,3280,4279,3764,2100,1370,1223,1121,1209,1227,1305,1186,1186],"yaxis":"y","type":"scatter"},{"hovertemplate":"variable=Energy price guarantee\u003cbr\u003eDate=%{x}\u003cbr\u003evalue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Energy price guarantee","line":{"color":"#2C6496","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Energy price guarantee","orientation":"v","showlegend":true,"x":["2023-10-01","2023-07-01","2023-04-01","2023-01-01","2022-10-01","2022-04-01","2021-10-01","2021-04-01","2020-10-01","2020-04-01","2019-10-01","2019-04-01","2018-10-01","2015-01-01"],"xaxis":"x","y":[3000,3000,2500,2500,2500,2100,1370,1223,1121,1209,1227,1305,1186,1186],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Date"},"tickformat":"%Y-%m"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Average annual energy price"},"tickprefix":"\u00a3","tickformat":",.0f"},"legend":{"title":{"text":""},"tracegroupgap":0},"title":{"text":"Energy price cap and guarantee"},"height":600,"width":800},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="ba7f992e-19a2-487b-94c2-8e83322c7961" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("ba7f992e-19a2-487b-94c2-8e83322c7961")) {                    Plotly.newPlot(                        "ba7f992e-19a2-487b-94c2-8e83322c7961",                        [{"hovertemplate":"variable=Energy price cap\u003cbr\u003eDate=%{x}\u003cbr\u003evalue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Energy price cap","line":{"color":"#BDBDBD","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Energy price cap","orientation":"v","showlegend":true,"x":["2023-10-01","2023-07-01","2023-04-01","2023-01-01","2022-10-01","2022-04-01","2021-10-01","2021-04-01","2020-10-01","2020-04-01","2019-10-01","2019-04-01","2018-10-01","2015-01-01"],"xaxis":"x","y":[2389,2362,3280,4279,3764,2100,1370,1223,1121,1209,1227,1305,1186,1186],"yaxis":"y","type":"scatter"},{"hovertemplate":"variable=Energy price guarantee\u003cbr\u003eDate=%{x}\u003cbr\u003evalue=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"Energy price guarantee","line":{"color":"#2C6496","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"Energy price guarantee","orientation":"v","showlegend":true,"x":["2023-10-01","2023-07-01","2023-04-01","2023-01-01","2022-10-01","2022-04-01","2021-10-01","2021-04-01","2020-10-01","2020-04-01","2019-10-01","2019-04-01","2018-10-01","2015-01-01"],"xaxis":"x","y":[3000,3000,2500,2500,2500,2100,1370,1223,1121,1209,1227,1305,1186,1186],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Date"},"tickformat":"%Y-%m"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Average annual energy price"},"tickprefix":"\u00a3","tickformat":",.0f"},"legend":{"title":{"text":""},"tracegroupgap":0},"title":{"text":"Energy price cap and guarantee"},"height":600,"width":800},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('7d2062ff-4103-44ae-ba0d-083202e84c41');
+var gd = document.getElementById('ba7f992e-19a2-487b-94c2-8e83322c7961');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
@@ -379,9 +379,9 @@ <h1>Energy Price Cap<a class="headerlink" href="#energy-price-cap" title="Permal
 </div>
 </details>
 <div class="cell_output docutils container">
-<div class="output text_html"><div>                            <div id="5f4ffe1c-2dd4-4f4d-af25-39e4cbe3450e" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("5f4ffe1c-2dd4-4f4d-af25-39e4cbe3450e")) {                    Plotly.newPlot(                        "5f4ffe1c-2dd4-4f4d-af25-39e4cbe3450e",                        [{"alignmentgroup":"True","hovertemplate":"Month=%{x}\u003cbr\u003eEPG cumulative cost=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","marker":{"color":"#2C6496","pattern":{"shape":""}},"name":"","offsetgroup":"","orientation":"v","showlegend":false,"textposition":"inside","x":["2022-06","2022-07","2022-08","2022-09","2022-10","2022-11","2022-12","2023-01","2023-02","2023-03","2023-04","2023-05","2023-06","2023-07","2023-08","2023-09","2023-10","2023-11","2023-12"],"xaxis":"x","y":[5.773102888210531e-09,1.1546205776421062e-08,1.7319308664631592e-08,2.3092411552842124e-08,2.5382640337744946,5.076528044456578,7.614792055138661,11.133691722754282,14.652591390369903,18.171491057985524,19.206629516704982,20.24176797542444,21.2769064341439,21.278542051009165,21.28017766787443,21.281813284739695,21.284394442892843,21.28697560104599,21.28955675919914],"yaxis":"y","type":"bar","texttemplate":"%{y:.1f}"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Month"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Cumulative cost of EPG subsidy (\u00a3bn)"}},"legend":{"tracegroupgap":0,"title":{"text":""}},"margin":{"t":60},"barmode":"relative","height":600,"width":800,"title":{"text":"Estimated cumulative cost of the Energy Price Guarantee"}},                        {"responsive": true}                    ).then(function(){
+<div class="output text_html"><div>                            <div id="e5aec1c4-41e4-4872-afc5-a64d3e166581" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("e5aec1c4-41e4-4872-afc5-a64d3e166581")) {                    Plotly.newPlot(                        "e5aec1c4-41e4-4872-afc5-a64d3e166581",                        [{"alignmentgroup":"True","hovertemplate":"Month=%{x}\u003cbr\u003eEPG cumulative cost=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","marker":{"color":"#2C6496","pattern":{"shape":""}},"name":"","offsetgroup":"","orientation":"v","showlegend":false,"textposition":"inside","x":["2022-06","2022-07","2022-08","2022-09","2022-10","2022-11","2022-12","2023-01","2023-02","2023-03","2023-04","2023-05","2023-06","2023-07","2023-08","2023-09","2023-10","2023-11","2023-12"],"xaxis":"x","y":[5.773102888210531e-09,1.1546205776421062e-08,1.7319308664631592e-08,2.3092411552842124e-08,2.5382640337744946,5.076528044456578,7.614792055138661,11.133691722754282,14.652591390369903,18.171491057985524,19.206629516704982,20.24176797542444,21.2769064341439,21.278542051009165,21.28017766787443,21.281813284739695,21.284394442892843,21.28697560104599,21.28955675919914],"yaxis":"y","type":"bar","texttemplate":"%{y:.1f}"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Month"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Cumulative cost of EPG subsidy (\u00a3bn)"}},"legend":{"tracegroupgap":0,"title":{"text":""}},"margin":{"t":60},"barmode":"relative","height":600,"width":800,"title":{"text":"Estimated cumulative cost of the Energy Price Guarantee"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('5f4ffe1c-2dd4-4f4d-af25-39e4cbe3450e');
+var gd = document.getElementById('e5aec1c4-41e4-4872-afc5-a64d3e166581');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/programs/gov/revenue_scotland/land-and-buildings-transaction-tax.html b/programs/gov/revenue_scotland/land-and-buildings-transaction-tax.html
index 22cc0a74d..a3db77a81 100644
--- a/programs/gov/revenue_scotland/land-and-buildings-transaction-tax.html
+++ b/programs/gov/revenue_scotland/land-and-buildings-transaction-tax.html
@@ -356,9 +356,9 @@ <h2>Rates<a class="headerlink" href="#rates" title="Permalink to this heading">#
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="5c8d120e-e437-4037-abdb-786cad9dd7d4" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("5c8d120e-e437-4037-abdb-786cad9dd7d4")) {                    Plotly.newPlot(                        "5c8d120e-e437-4037-abdb-786cad9dd7d4",                        [{"hovertemplate":"Label=LBTT on residential property\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LBTT on residential property","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LBTT on residential property","orientation":"v","showlegend":true,"x":[0.0,145000.0,250000.0,325000.0,750000.0,2200000.0],"xaxis":"x","y":[0.0,0.02,0.05,0.1,0.12,0.12],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LBTT for first-time buyers\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LBTT for first-time buyers","line":{"color":"#EF553B","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LBTT for first-time buyers","orientation":"v","showlegend":true,"x":[0.0,175000.0,250000.0,325000.0,750000.0,2200000.0],"xaxis":"x","y":[0.0,0.02,0.05,0.1,0.12,0.12],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LBTT on non-residential property\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LBTT on non-residential property","line":{"color":"#00cc96","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LBTT on non-residential property","orientation":"v","showlegend":true,"x":[0.0,150000.0,250000.0,2200000.0],"xaxis":"x","y":[0.0,0.01,0.05,0.05],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LBTT on cumulative rent\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LBTT on cumulative rent","line":{"color":"#ab63fa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LBTT on cumulative rent","orientation":"v","showlegend":true,"x":[0.0,150000.0,2000000.0,2200000.0],"xaxis":"x","y":[0.0,0.01,0.05,0.05],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LBTT on secondary residences\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LBTT on secondary residences","line":{"color":"#FFA15A","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LBTT on secondary residences","orientation":"v","showlegend":true,"x":[0.0,145000.0,250000.0,325000.0,750000.0,2200000.0],"xaxis":"x","y":[0.06,0.08,0.11,0.16,0.18,0.18],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Threshold"},"tickprefix":"\u00a3"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Rate"},"tickformat":",.0%"},"legend":{"title":{"text":""},"tracegroupgap":0},"title":{"text":"Land and Buildings Transaction Tax (LBTT) rates over property price thresholds"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="c00ab3d3-21e1-4a58-b82f-a5cbf0199927" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("c00ab3d3-21e1-4a58-b82f-a5cbf0199927")) {                    Plotly.newPlot(                        "c00ab3d3-21e1-4a58-b82f-a5cbf0199927",                        [{"hovertemplate":"Label=LBTT on residential property\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LBTT on residential property","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LBTT on residential property","orientation":"v","showlegend":true,"x":[0.0,145000.0,250000.0,325000.0,750000.0,2200000.0],"xaxis":"x","y":[0.0,0.02,0.05,0.1,0.12,0.12],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LBTT for first-time buyers\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LBTT for first-time buyers","line":{"color":"#EF553B","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LBTT for first-time buyers","orientation":"v","showlegend":true,"x":[0.0,175000.0,250000.0,325000.0,750000.0,2200000.0],"xaxis":"x","y":[0.0,0.02,0.05,0.1,0.12,0.12],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LBTT on non-residential property\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LBTT on non-residential property","line":{"color":"#00cc96","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LBTT on non-residential property","orientation":"v","showlegend":true,"x":[0.0,150000.0,250000.0,2200000.0],"xaxis":"x","y":[0.0,0.01,0.05,0.05],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LBTT on cumulative rent\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LBTT on cumulative rent","line":{"color":"#ab63fa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LBTT on cumulative rent","orientation":"v","showlegend":true,"x":[0.0,150000.0,2000000.0,2200000.0],"xaxis":"x","y":[0.0,0.01,0.05,0.05],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LBTT on secondary residences\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LBTT on secondary residences","line":{"color":"#FFA15A","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LBTT on secondary residences","orientation":"v","showlegend":true,"x":[0.0,145000.0,250000.0,325000.0,750000.0,2200000.0],"xaxis":"x","y":[0.06,0.08,0.11,0.16,0.18,0.18],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Threshold"},"tickprefix":"\u00a3"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Rate"},"tickformat":",.0%"},"legend":{"title":{"text":""},"tracegroupgap":0},"title":{"text":"Land and Buildings Transaction Tax (LBTT) rates over property price thresholds"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('5c8d120e-e437-4037-abdb-786cad9dd7d4');
+var gd = document.getElementById('c00ab3d3-21e1-4a58-b82f-a5cbf0199927');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
@@ -483,9 +483,9 @@ <h2>Rates<a class="headerlink" href="#rates" title="Permalink to this heading">#
 </div>
 </details>
 <div class="cell_output docutils container">
-<div class="output text_html"><div>                            <div id="b7ad80bf-f668-4df1-a0b3-17e01ca9433a" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("b7ad80bf-f668-4df1-a0b3-17e01ca9433a")) {                    Plotly.newPlot(                        "b7ad80bf-f668-4df1-a0b3-17e01ca9433a",                        [{"hovertemplate":"Home price=%{x}\u003cbr\u003eMarginal LBTT rate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"","orientation":"v","showlegend":false,"x":[0.0,5005.0048828125,10010.009765625,15015.0146484375,20020.01953125,25025.025390625,30030.029296875,35035.03515625,40040.0390625,45045.046875,50050.05078125,55055.0546875,60060.05859375,65065.06640625,70070.0703125,75075.078125,80080.078125,85085.0859375,90090.09375,95095.09375,100100.1015625,105105.1015625,110110.109375,115115.1171875,120120.1171875,125125.125,130130.1328125,135135.140625,140140.140625,145145.140625,150150.15625,155155.15625,160160.15625,165165.171875,170170.171875,175175.171875,180180.1875,185185.1875,190190.1875,195195.1875,200200.203125,205205.203125,210210.203125,215215.21875,220220.21875,225225.21875,230230.234375,235235.234375,240240.234375,245245.25,250250.25,255255.25,260260.265625,265265.25,270270.28125,275275.28125,280280.28125,285285.28125,290290.28125,295295.28125,300300.3125,305305.3125,310310.3125,315315.3125,320320.3125,325325.3125,330330.34375,335335.34375,340340.34375,345345.34375,350350.34375,355355.34375,360360.375,365365.375,370370.375,375375.375,380380.375,385385.375,390390.375,395395.40625,400400.40625,405405.40625,410410.40625,415415.40625,420420.40625,425425.4375,430430.4375,435435.4375,440440.4375,445445.4375,450450.4375,455455.46875,460460.46875,465465.46875,470470.46875,475475.46875,480480.46875,485485.5,490490.5,495495.5,500500.5,505505.5,510510.5,515515.5,520520.53125,525525.5,530530.5,535535.5625,540540.5625,545545.5625,550550.5625,555555.5625,560560.5625,565565.5625,570570.5625,575575.5625,580580.5625,585585.5625,590590.5625,595595.625,600600.625,605605.625,610610.625,615615.625,620620.625,625625.625,630630.625,635635.625,640640.625,645645.625,650650.625,655655.625,660660.6875,665665.6875,670670.6875,675675.6875,680680.6875,685685.6875,690690.6875,695695.6875,700700.6875,705705.6875,710710.6875,715715.6875,720720.75,725725.75,730730.75,735735.75,740740.75,745745.75,750750.75,755755.75,760760.75,765765.75,770770.75,775775.75,780780.75,785785.8125,790790.8125,795795.8125,800800.8125,805805.8125,810810.8125,815815.8125,820820.8125,825825.8125,830830.8125,835835.8125,840840.8125,845845.875,850850.875,855855.875,860860.875,865865.875,870870.875,875875.875,880880.875,885885.875,890890.875,895895.875,900900.875,905905.875,910910.9375,915915.9375,920920.9375,925925.9375,930930.9375,935935.9375,940940.9375,945945.9375,950950.9375,955955.9375,960960.9375,965965.9375,970971.0,975976.0,980981.0,985986.0,990991.0,995996.0,1001001.0,1006006.0,1011011.0,1016016.0,1021021.0,1026026.0,1031031.0,1036036.0625,1041041.0625,1046046.0625,1051051.0,1056056.0,1061061.0,1066066.125,1071071.125,1076076.125,1081081.125,1086086.125,1091091.125,1096096.125,1101101.125,1106106.125,1111111.125,1116116.125,1121121.125,1126126.125,1131131.125,1136136.125,1141141.125,1146146.125,1151151.125,1156156.125,1161161.125,1166166.125,1171171.125,1176176.125,1181181.125,1186186.125,1191191.25,1196196.25,1201201.25,1206206.25,1211211.25,1216216.25,1221221.25,1226226.25,1231231.25,1236236.25,1241241.25,1246246.25,1251251.25,1256256.25,1261261.25,1266266.25,1271271.25,1276276.25,1281281.25,1286286.25,1291291.25,1296296.25,1301301.25,1306306.25,1311311.25,1316316.375,1321321.375,1326326.375,1331331.375,1336336.375,1341341.375,1346346.375,1351351.375,1356356.375,1361361.375,1366366.375,1371371.375,1376376.375,1381381.375,1386386.375,1391391.375,1396396.375,1401401.375,1406406.375,1411411.375,1416416.375,1421421.375,1426426.375,1431431.375,1436436.375,1441441.5,1446446.5,1451451.5,1456456.5,1461461.5,1466466.5,1471471.5,1476476.5,1481481.5,1486486.5,1491491.5,1496496.5,1501501.5,1506506.5,1511511.5,1516516.5,1521521.5,1526526.5,1531531.5,1536536.5,1541541.5,1546546.5,1551551.5,1556556.5,1561561.5,1566566.625,1571571.625,1576576.625,1581581.625,1586586.625,1591591.625,1596596.625,1601601.625,1606606.625,1611611.625,1616616.625,1621621.625,1626626.625,1631631.625,1636636.625,1641641.625,1646646.625,1651651.625,1656656.625,1661661.625,1666666.625,1671671.625,1676676.625,1681681.625,1686686.625,1691691.75,1696696.75,1701701.75,1706706.75,1711711.75,1716716.75,1721721.75,1726726.75,1731731.75,1736736.75,1741741.75,1746746.75,1751751.75,1756756.75,1761761.75,1766766.75,1771771.75,1776776.75,1781781.75,1786786.75,1791791.75,1796796.75,1801801.75,1806806.75,1811811.75,1816816.875,1821821.875,1826826.875,1831831.875,1836836.875,1841841.875,1846846.875,1851851.875,1856856.875,1861861.875,1866866.875,1871871.875,1876876.875,1881881.875,1886886.875,1891891.875,1896896.875,1901901.875,1906906.875,1911911.875,1916916.875,1921921.875,1926926.875,1931931.875,1936936.875,1941942.0,1946947.0,1951952.0,1956957.0,1961962.0,1966967.0,1971972.0,1976977.0,1981982.0,1986987.0,1991992.0,1996997.0,2002002.0,2007007.0,2012012.0,2017017.0,2022022.0,2027027.0,2032032.0,2037037.0,2042042.0,2047047.0,2052052.0,2057057.0,2062062.0,2067067.125,2072072.125,2077077.125,2082082.125,2087087.125,2092092.125,2097097.125,2102102.0,2107107.0,2112112.0,2117117.0,2122122.0,2127127.25,2132132.25,2137137.25,2142142.25,2147147.25,2152152.25,2157157.25,2162162.25,2167167.25,2172172.25,2177177.25,2182182.25,2187187.25,2192192.25,2197197.25,2202202.25,2207207.25,2212212.25,2217217.25,2222222.25,2227227.25,2232232.25,2237237.25,2242242.25,2247247.25,2252252.25,2257257.25,2262262.25,2267267.25,2272272.25,2277277.25,2282282.25,2287287.25,2292292.25,2297297.25,2302302.25,2307307.25,2312312.25,2317317.25,2322322.25,2327327.25,2332332.25,2337337.25,2342342.25,2347347.25,2352352.25,2357357.25,2362362.25,2367367.25,2372372.25,2377377.5,2382382.5,2387387.5,2392392.5,2397397.5,2402402.5,2407407.5,2412412.5,2417417.5,2422422.5,2427427.5,2432432.5,2437437.5,2442442.5,2447447.5,2452452.5,2457457.5,2462462.5,2467467.5,2472472.5,2477477.5,2482482.5,2487487.5,2492492.5,2497497.5,2502502.5,2507507.5,2512512.5,2517517.5,2522522.5,2527527.5,2532532.5,2537537.5,2542542.5,2547547.5,2552552.5,2557557.5,2562562.5,2567567.5,2572572.5,2577577.5,2582582.5,2587587.5,2592592.5,2597597.5,2602602.5,2607607.5,2612612.5,2617617.5,2622622.5,2627627.75,2632632.75,2637637.75,2642642.75,2647647.75,2652652.75,2657657.75,2662662.75,2667667.75,2672672.75,2677677.75,2682682.75,2687687.75,2692692.75,2697697.75,2702702.75,2707707.75,2712712.75,2717717.75,2722722.75,2727727.75,2732732.75,2737737.75,2742742.75,2747747.75,2752752.75,2757757.75,2762762.75,2767767.75,2772772.75,2777777.75,2782782.75,2787787.75,2792792.75,2797797.75,2802802.75,2807807.75,2812812.75,2817817.75,2822822.75,2827827.75,2832832.75,2837837.75,2842842.75,2847847.75,2852852.75,2857857.75,2862862.75,2867867.75,2872872.75,2877878.0,2882883.0,2887888.0,2892893.0,2897898.0,2902903.0,2907908.0,2912913.0,2917918.0,2922923.0,2927928.0,2932933.0,2937938.0,2942943.0,2947948.0,2952953.0,2957958.0,2962963.0,2967968.0,2972973.0,2977978.0,2982983.0,2987988.0,2992993.0,2997998.0,3003003.0,3008008.0,3013013.0,3018018.0,3023023.0,3028028.0,3033033.0,3038038.0,3043043.0,3048048.0,3053053.0,3058058.0,3063063.0,3068068.0,3073073.0,3078078.0,3083083.0,3088088.0,3093093.0,3098098.0,3103103.0,3108108.0,3113113.0,3118118.0,3123123.0,3128128.25,3133133.25,3138138.25,3143143.25,3148148.25,3153153.25,3158158.25,3163163.25,3168168.25,3173173.25,3178178.25,3183183.25,3188188.25,3193193.25,3198198.25,3203203.25,3208208.25,3213213.25,3218218.25,3223223.25,3228228.25,3233233.25,3238238.25,3243243.25,3248248.25,3253253.25,3258258.25,3263263.25,3268268.25,3273273.25,3278278.25,3283283.25,3288288.25,3293293.25,3298298.25,3303303.25,3308308.25,3313313.25,3318318.25,3323323.25,3328328.25,3333333.25,3338338.25,3343343.25,3348348.25,3353353.25,3358358.25,3363363.25,3368368.25,3373373.25,3378378.5,3383383.5,3388388.5,3393393.5,3398398.5,3403403.5,3408408.5,3413413.5,3418418.5,3423423.5,3428428.5,3433433.5,3438438.5,3443443.5,3448448.5,3453453.5,3458458.5,3463463.5,3468468.5,3473473.5,3478478.5,3483483.5,3488488.5,3493493.5,3498498.5,3503503.5,3508508.5,3513513.5,3518518.5,3523523.5,3528528.5,3533533.5,3538538.5,3543543.5,3548548.5,3553553.5,3558558.5,3563563.5,3568568.5,3573573.5,3578578.5,3583583.5,3588588.5,3593593.5,3598598.5,3603603.5,3608608.5,3613613.5,3618618.5,3623623.5,3628628.75,3633633.75,3638638.75,3643643.75,3648648.75,3653653.75,3658658.75,3663663.75,3668668.75,3673673.75,3678678.75,3683683.75,3688688.75,3693693.75,3698698.75,3703703.75,3708708.75,3713713.75,3718718.75,3723723.75,3728728.75,3733733.75,3738738.75,3743743.75,3748748.75,3753753.75,3758758.75,3763763.75,3768768.75,3773773.75,3778778.75,3783783.75,3788788.75,3793793.75,3798798.75,3803803.75,3808808.75,3813813.75,3818818.75,3823823.75,3828828.75,3833833.75,3838838.75,3843843.75,3848848.75,3853853.75,3858858.75,3863863.75,3868868.75,3873873.75,3878879.0,3883884.0,3888889.0,3893894.0,3898899.0,3903904.0,3908909.0,3913914.0,3918919.0,3923924.0,3928929.0,3933934.0,3938939.0,3943944.0,3948949.0,3953954.0,3958959.0,3963964.0,3968969.0,3973974.0,3978979.0,3983984.0,3988989.0,3993994.0,3998999.0,4004004.0,4009009.0,4014014.0,4019019.0,4024024.0,4029029.0,4034034.0,4039039.0,4044044.0,4049049.0,4054054.0,4059059.0,4064064.0,4069069.0,4074074.0,4079079.0,4084084.0,4089089.0,4094094.0,4099099.0,4104104.0,4109109.0,4114114.0,4119119.0,4124124.0,4129129.25,4134134.25,4139139.25,4144144.25,4149149.25,4154154.25,4159159.25,4164164.25,4169169.25,4174174.25,4179179.25,4184184.25,4189189.25,4194194.25,4199199.0,4204204.0,4209209.0,4214214.0,4219219.0,4224224.0,4229229.0,4234234.0,4239239.0,4244244.0,4249249.0,4254254.5,4259259.5,4264264.5,4269269.5,4274274.5,4279279.5,4284284.5,4289289.5,4294294.5,4299299.5,4304304.5,4309309.5,4314314.5,4319319.5,4324324.5,4329329.5,4334334.5,4339339.5,4344344.5,4349349.5,4354354.5,4359359.5,4364364.5,4369369.5,4374374.5,4379379.5,4384384.5,4389389.5,4394394.5,4399399.5,4404404.5,4409409.5,4414414.5,4419419.5,4424424.5,4429429.5,4434434.5,4439439.5,4444444.5,4449449.5,4454454.5,4459459.5,4464464.5,4469469.5,4474474.5,4479479.5,4484484.5,4489489.5,4494494.5,4499499.5,4504504.5,4509509.5,4514514.5,4519519.5,4524524.5,4529529.5,4534534.5,4539539.5,4544544.5,4549549.5,4554554.5,4559559.5,4564564.5,4569569.5,4574574.5,4579579.5,4584584.5,4589589.5,4594594.5,4599599.5,4604604.5,4609609.5,4614614.5,4619619.5,4624624.5,4629629.5,4634634.5,4639639.5,4644644.5,4649649.5,4654654.5,4659659.5,4664664.5,4669669.5,4674674.5,4679679.5,4684684.5,4689689.5,4694694.5,4699699.5,4704704.5,4709709.5,4714714.5,4719719.5,4724724.5,4729729.5,4734734.5,4739739.5,4744744.5,4749749.5,4754755.0,4759760.0,4764765.0,4769770.0,4774775.0,4779780.0,4784785.0,4789790.0,4794795.0,4799800.0,4804805.0,4809810.0,4814815.0,4819820.0,4824825.0,4829830.0,4834835.0,4839840.0,4844845.0,4849850.0,4854855.0,4859860.0,4864865.0,4869870.0,4874875.0,4879880.0,4884885.0,4889890.0,4894895.0,4899900.0,4904905.0,4909910.0,4914915.0,4919920.0,4924925.0,4929930.0,4934935.0,4939940.0,4944945.0,4949950.0,4954955.0,4959960.0,4964965.0,4969970.0,4974975.0,4979980.0,4984985.0,4989990.0,4994995.0],"xaxis":"x","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0006999875186011195,0.019999999552965164,0.019999999552965164,0.019999997690320015,0.020000001415610313,0.019999999552965164,0.020000001415610313,0.019999995827674866,0.020000005140900612,0.019999995827674866,0.02000000700354576,0.020000005140900612,0.019999995827674866,0.019999995827674866,0.020000005140900612,0.021499983966350555,0.05000000074505806,0.050000015646219254,0.049999985843896866,0.05000003054738045,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999998211860657,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05324987694621086,0.09999996423721313,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999996423721313,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000015795230865,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999996423721313,0.10000000149011612,0.10000000149011612,0.0999998077750206,0.10000000149011612,0.10000000149011612,0.10000015795230865,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000015795230865,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999976307153702,0.10000023245811462,0.10000000149011612,0.09999991953372955,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999991953372955,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000031441450119,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999953210353851,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10300012677907944,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.12000031024217606,0.11999959498643875,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.11999959498643875,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.12000031024217606,0.11999953538179398,0.11999953538179398,0.12000031024217606,0.12000037729740143,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000037729740143,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000037729740143,0.12000031024217606,0.12000031024217606,0.11999868601560593,0.12000031024217606,0.12000031024217606,0.1200004369020462,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1200004369020462,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1200004369020462,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.11999887973070145,0.12000031024217606,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.11999862641096115,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.119998998939991,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.119998998939991,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000524252653122,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000524252653122,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.119998499751091,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.11999925225973129,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000549584627151,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152],"yaxis":"y","type":"scatter"},{"hovertemplate":"Home price=%{x}\u003cbr\u003eLBTT=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"","orientation":"v","showlegend":false,"x":[0.0,5005.0048828125,10010.009765625,15015.0146484375,20020.01953125,25025.025390625,30030.029296875,35035.03515625,40040.0390625,45045.046875,50050.05078125,55055.0546875,60060.05859375,65065.06640625,70070.0703125,75075.078125,80080.078125,85085.0859375,90090.09375,95095.09375,100100.1015625,105105.1015625,110110.109375,115115.1171875,120120.1171875,125125.125,130130.1328125,135135.140625,140140.140625,145145.140625,150150.15625,155155.15625,160160.15625,165165.171875,170170.171875,175175.171875,180180.1875,185185.1875,190190.1875,195195.1875,200200.203125,205205.203125,210210.203125,215215.21875,220220.21875,225225.21875,230230.234375,235235.234375,240240.234375,245245.25,250250.25,255255.25,260260.265625,265265.25,270270.28125,275275.28125,280280.28125,285285.28125,290290.28125,295295.28125,300300.3125,305305.3125,310310.3125,315315.3125,320320.3125,325325.3125,330330.34375,335335.34375,340340.34375,345345.34375,350350.34375,355355.34375,360360.375,365365.375,370370.375,375375.375,380380.375,385385.375,390390.375,395395.40625,400400.40625,405405.40625,410410.40625,415415.40625,420420.40625,425425.4375,430430.4375,435435.4375,440440.4375,445445.4375,450450.4375,455455.46875,460460.46875,465465.46875,470470.46875,475475.46875,480480.46875,485485.5,490490.5,495495.5,500500.5,505505.5,510510.5,515515.5,520520.53125,525525.5,530530.5,535535.5625,540540.5625,545545.5625,550550.5625,555555.5625,560560.5625,565565.5625,570570.5625,575575.5625,580580.5625,585585.5625,590590.5625,595595.625,600600.625,605605.625,610610.625,615615.625,620620.625,625625.625,630630.625,635635.625,640640.625,645645.625,650650.625,655655.625,660660.6875,665665.6875,670670.6875,675675.6875,680680.6875,685685.6875,690690.6875,695695.6875,700700.6875,705705.6875,710710.6875,715715.6875,720720.75,725725.75,730730.75,735735.75,740740.75,745745.75,750750.75,755755.75,760760.75,765765.75,770770.75,775775.75,780780.75,785785.8125,790790.8125,795795.8125,800800.8125,805805.8125,810810.8125,815815.8125,820820.8125,825825.8125,830830.8125,835835.8125,840840.8125,845845.875,850850.875,855855.875,860860.875,865865.875,870870.875,875875.875,880880.875,885885.875,890890.875,895895.875,900900.875,905905.875,910910.9375,915915.9375,920920.9375,925925.9375,930930.9375,935935.9375,940940.9375,945945.9375,950950.9375,955955.9375,960960.9375,965965.9375,970971.0,975976.0,980981.0,985986.0,990991.0,995996.0,1001001.0,1006006.0,1011011.0,1016016.0,1021021.0,1026026.0,1031031.0,1036036.0625,1041041.0625,1046046.0625,1051051.0,1056056.0,1061061.0,1066066.125,1071071.125,1076076.125,1081081.125,1086086.125,1091091.125,1096096.125,1101101.125,1106106.125,1111111.125,1116116.125,1121121.125,1126126.125,1131131.125,1136136.125,1141141.125,1146146.125,1151151.125,1156156.125,1161161.125,1166166.125,1171171.125,1176176.125,1181181.125,1186186.125,1191191.25,1196196.25,1201201.25,1206206.25,1211211.25,1216216.25,1221221.25,1226226.25,1231231.25,1236236.25,1241241.25,1246246.25,1251251.25,1256256.25,1261261.25,1266266.25,1271271.25,1276276.25,1281281.25,1286286.25,1291291.25,1296296.25,1301301.25,1306306.25,1311311.25,1316316.375,1321321.375,1326326.375,1331331.375,1336336.375,1341341.375,1346346.375,1351351.375,1356356.375,1361361.375,1366366.375,1371371.375,1376376.375,1381381.375,1386386.375,1391391.375,1396396.375,1401401.375,1406406.375,1411411.375,1416416.375,1421421.375,1426426.375,1431431.375,1436436.375,1441441.5,1446446.5,1451451.5,1456456.5,1461461.5,1466466.5,1471471.5,1476476.5,1481481.5,1486486.5,1491491.5,1496496.5,1501501.5,1506506.5,1511511.5,1516516.5,1521521.5,1526526.5,1531531.5,1536536.5,1541541.5,1546546.5,1551551.5,1556556.5,1561561.5,1566566.625,1571571.625,1576576.625,1581581.625,1586586.625,1591591.625,1596596.625,1601601.625,1606606.625,1611611.625,1616616.625,1621621.625,1626626.625,1631631.625,1636636.625,1641641.625,1646646.625,1651651.625,1656656.625,1661661.625,1666666.625,1671671.625,1676676.625,1681681.625,1686686.625,1691691.75,1696696.75,1701701.75,1706706.75,1711711.75,1716716.75,1721721.75,1726726.75,1731731.75,1736736.75,1741741.75,1746746.75,1751751.75,1756756.75,1761761.75,1766766.75,1771771.75,1776776.75,1781781.75,1786786.75,1791791.75,1796796.75,1801801.75,1806806.75,1811811.75,1816816.875,1821821.875,1826826.875,1831831.875,1836836.875,1841841.875,1846846.875,1851851.875,1856856.875,1861861.875,1866866.875,1871871.875,1876876.875,1881881.875,1886886.875,1891891.875,1896896.875,1901901.875,1906906.875,1911911.875,1916916.875,1921921.875,1926926.875,1931931.875,1936936.875,1941942.0,1946947.0,1951952.0,1956957.0,1961962.0,1966967.0,1971972.0,1976977.0,1981982.0,1986987.0,1991992.0,1996997.0,2002002.0,2007007.0,2012012.0,2017017.0,2022022.0,2027027.0,2032032.0,2037037.0,2042042.0,2047047.0,2052052.0,2057057.0,2062062.0,2067067.125,2072072.125,2077077.125,2082082.125,2087087.125,2092092.125,2097097.125,2102102.0,2107107.0,2112112.0,2117117.0,2122122.0,2127127.25,2132132.25,2137137.25,2142142.25,2147147.25,2152152.25,2157157.25,2162162.25,2167167.25,2172172.25,2177177.25,2182182.25,2187187.25,2192192.25,2197197.25,2202202.25,2207207.25,2212212.25,2217217.25,2222222.25,2227227.25,2232232.25,2237237.25,2242242.25,2247247.25,2252252.25,2257257.25,2262262.25,2267267.25,2272272.25,2277277.25,2282282.25,2287287.25,2292292.25,2297297.25,2302302.25,2307307.25,2312312.25,2317317.25,2322322.25,2327327.25,2332332.25,2337337.25,2342342.25,2347347.25,2352352.25,2357357.25,2362362.25,2367367.25,2372372.25,2377377.5,2382382.5,2387387.5,2392392.5,2397397.5,2402402.5,2407407.5,2412412.5,2417417.5,2422422.5,2427427.5,2432432.5,2437437.5,2442442.5,2447447.5,2452452.5,2457457.5,2462462.5,2467467.5,2472472.5,2477477.5,2482482.5,2487487.5,2492492.5,2497497.5,2502502.5,2507507.5,2512512.5,2517517.5,2522522.5,2527527.5,2532532.5,2537537.5,2542542.5,2547547.5,2552552.5,2557557.5,2562562.5,2567567.5,2572572.5,2577577.5,2582582.5,2587587.5,2592592.5,2597597.5,2602602.5,2607607.5,2612612.5,2617617.5,2622622.5,2627627.75,2632632.75,2637637.75,2642642.75,2647647.75,2652652.75,2657657.75,2662662.75,2667667.75,2672672.75,2677677.75,2682682.75,2687687.75,2692692.75,2697697.75,2702702.75,2707707.75,2712712.75,2717717.75,2722722.75,2727727.75,2732732.75,2737737.75,2742742.75,2747747.75,2752752.75,2757757.75,2762762.75,2767767.75,2772772.75,2777777.75,2782782.75,2787787.75,2792792.75,2797797.75,2802802.75,2807807.75,2812812.75,2817817.75,2822822.75,2827827.75,2832832.75,2837837.75,2842842.75,2847847.75,2852852.75,2857857.75,2862862.75,2867867.75,2872872.75,2877878.0,2882883.0,2887888.0,2892893.0,2897898.0,2902903.0,2907908.0,2912913.0,2917918.0,2922923.0,2927928.0,2932933.0,2937938.0,2942943.0,2947948.0,2952953.0,2957958.0,2962963.0,2967968.0,2972973.0,2977978.0,2982983.0,2987988.0,2992993.0,2997998.0,3003003.0,3008008.0,3013013.0,3018018.0,3023023.0,3028028.0,3033033.0,3038038.0,3043043.0,3048048.0,3053053.0,3058058.0,3063063.0,3068068.0,3073073.0,3078078.0,3083083.0,3088088.0,3093093.0,3098098.0,3103103.0,3108108.0,3113113.0,3118118.0,3123123.0,3128128.25,3133133.25,3138138.25,3143143.25,3148148.25,3153153.25,3158158.25,3163163.25,3168168.25,3173173.25,3178178.25,3183183.25,3188188.25,3193193.25,3198198.25,3203203.25,3208208.25,3213213.25,3218218.25,3223223.25,3228228.25,3233233.25,3238238.25,3243243.25,3248248.25,3253253.25,3258258.25,3263263.25,3268268.25,3273273.25,3278278.25,3283283.25,3288288.25,3293293.25,3298298.25,3303303.25,3308308.25,3313313.25,3318318.25,3323323.25,3328328.25,3333333.25,3338338.25,3343343.25,3348348.25,3353353.25,3358358.25,3363363.25,3368368.25,3373373.25,3378378.5,3383383.5,3388388.5,3393393.5,3398398.5,3403403.5,3408408.5,3413413.5,3418418.5,3423423.5,3428428.5,3433433.5,3438438.5,3443443.5,3448448.5,3453453.5,3458458.5,3463463.5,3468468.5,3473473.5,3478478.5,3483483.5,3488488.5,3493493.5,3498498.5,3503503.5,3508508.5,3513513.5,3518518.5,3523523.5,3528528.5,3533533.5,3538538.5,3543543.5,3548548.5,3553553.5,3558558.5,3563563.5,3568568.5,3573573.5,3578578.5,3583583.5,3588588.5,3593593.5,3598598.5,3603603.5,3608608.5,3613613.5,3618618.5,3623623.5,3628628.75,3633633.75,3638638.75,3643643.75,3648648.75,3653653.75,3658658.75,3663663.75,3668668.75,3673673.75,3678678.75,3683683.75,3688688.75,3693693.75,3698698.75,3703703.75,3708708.75,3713713.75,3718718.75,3723723.75,3728728.75,3733733.75,3738738.75,3743743.75,3748748.75,3753753.75,3758758.75,3763763.75,3768768.75,3773773.75,3778778.75,3783783.75,3788788.75,3793793.75,3798798.75,3803803.75,3808808.75,3813813.75,3818818.75,3823823.75,3828828.75,3833833.75,3838838.75,3843843.75,3848848.75,3853853.75,3858858.75,3863863.75,3868868.75,3873873.75,3878879.0,3883884.0,3888889.0,3893894.0,3898899.0,3903904.0,3908909.0,3913914.0,3918919.0,3923924.0,3928929.0,3933934.0,3938939.0,3943944.0,3948949.0,3953954.0,3958959.0,3963964.0,3968969.0,3973974.0,3978979.0,3983984.0,3988989.0,3993994.0,3998999.0,4004004.0,4009009.0,4014014.0,4019019.0,4024024.0,4029029.0,4034034.0,4039039.0,4044044.0,4049049.0,4054054.0,4059059.0,4064064.0,4069069.0,4074074.0,4079079.0,4084084.0,4089089.0,4094094.0,4099099.0,4104104.0,4109109.0,4114114.0,4119119.0,4124124.0,4129129.25,4134134.25,4139139.25,4144144.25,4149149.25,4154154.25,4159159.25,4164164.25,4169169.25,4174174.25,4179179.25,4184184.25,4189189.25,4194194.25,4199199.0,4204204.0,4209209.0,4214214.0,4219219.0,4224224.0,4229229.0,4234234.0,4239239.0,4244244.0,4249249.0,4254254.5,4259259.5,4264264.5,4269269.5,4274274.5,4279279.5,4284284.5,4289289.5,4294294.5,4299299.5,4304304.5,4309309.5,4314314.5,4319319.5,4324324.5,4329329.5,4334334.5,4339339.5,4344344.5,4349349.5,4354354.5,4359359.5,4364364.5,4369369.5,4374374.5,4379379.5,4384384.5,4389389.5,4394394.5,4399399.5,4404404.5,4409409.5,4414414.5,4419419.5,4424424.5,4429429.5,4434434.5,4439439.5,4444444.5,4449449.5,4454454.5,4459459.5,4464464.5,4469469.5,4474474.5,4479479.5,4484484.5,4489489.5,4494494.5,4499499.5,4504504.5,4509509.5,4514514.5,4519519.5,4524524.5,4529529.5,4534534.5,4539539.5,4544544.5,4549549.5,4554554.5,4559559.5,4564564.5,4569569.5,4574574.5,4579579.5,4584584.5,4589589.5,4594594.5,4599599.5,4604604.5,4609609.5,4614614.5,4619619.5,4624624.5,4629629.5,4634634.5,4639639.5,4644644.5,4649649.5,4654654.5,4659659.5,4664664.5,4669669.5,4674674.5,4679679.5,4684684.5,4689689.5,4694694.5,4699699.5,4704704.5,4709709.5,4714714.5,4719719.5,4724724.5,4729729.5,4734734.5,4739739.5,4744744.5,4749749.5,4754755.0,4759760.0,4764765.0,4769770.0,4774775.0,4779780.0,4784785.0,4789790.0,4794795.0,4799800.0,4804805.0,4809810.0,4814815.0,4819820.0,4824825.0,4829830.0,4834835.0,4839840.0,4844845.0,4849850.0,4854855.0,4859860.0,4864865.0,4869870.0,4874875.0,4879880.0,4884885.0,4889890.0,4894895.0,4899900.0,4904905.0,4909910.0,4914915.0,4919920.0,4924925.0,4929930.0,4934935.0,4939940.0,4944945.0,4949950.0,4954955.0,4959960.0,4964965.0,4969970.0,4974975.0,4979980.0,4984985.0,4989990.0,4994995.0],"xaxis":"x2","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.5034375190734863,103.60375213623047,203.70375061035156,303.8037414550781,403.90374755859375,504.0040588378906,604.1040649414062,704.2040405273438,804.3043823242188,904.4043579101562,1004.50439453125,1104.604736328125,1204.7047119140625,1304.8046875,1404.905029296875,1512.512451171875,1762.762451171875,2013.0133056640625,2263.262451171875,2513.51416015625,2763.76416015625,3014.01416015625,3264.26416015625,3514.51416015625,3764.76416015625,4015.015625,4265.265625,4515.515625,4765.765625,5016.015625,5282.53125,5783.0341796875,6283.5341796875,6784.0341796875,7284.5341796875,7785.0341796875,8285.5341796875,8786.037109375,9286.537109375,9787.037109375,10287.537109375,10788.037109375,11288.537109375,11789.037109375,12289.541015625,12790.041015625,13290.541015625,13791.041015625,14291.541015625,14792.041015625,15292.5439453125,15793.0439453125,16293.5439453125,16794.04296875,17294.54296875,17795.04296875,18295.546875,18796.046875,19296.546875,19797.046875,20297.546875,20798.046875,21298.55078125,21799.05078125,22299.55078125,22800.05078125,23300.55078125,23801.05078125,24301.55078125,24802.052734375,25302.55078125,25803.05078125,26303.556640625,26804.056640625,27304.556640625,27805.056640625,28305.556640625,28806.056640625,29306.556640625,29807.056640625,30307.556640625,30808.056640625,31308.556640625,31809.056640625,32309.5625,32810.0625,33310.5625,33811.0625,34311.5625,34812.0625,35312.5625,35813.0625,36313.5625,36814.0625,37314.5625,37815.0625,38315.5625,38816.0703125,39316.5703125,39817.0703125,40317.5703125,40818.0703125,41318.5703125,41819.0703125,42319.5703125,42820.0703125,43320.5703125,43821.0703125,44321.5703125,44822.07421875,45322.57421875,45823.07421875,46323.57421875,46824.07421875,47324.57421875,47840.08984375,48440.69140625,49041.2890625,49641.890625,50242.48828125,50843.08984375,51443.69140625,52044.296875,52644.8984375,53245.49609375,53846.09765625,54446.69921875,55047.296875,55647.8984375,56248.49609375,56849.09765625,57449.69921875,58050.296875,58650.8984375,59251.50390625,59852.10546875,60452.703125,61053.3046875,61653.90625,62254.50390625,62855.10546875,63455.703125,64056.3046875,64656.90625,65257.50390625,65858.1015625,66458.703125,67059.3125,67659.9140625,68260.515625,68861.109375,69461.7109375,70062.3125,70662.9140625,71263.515625,71864.109375,72464.7109375,73065.3125,73665.9140625,74266.5234375,74867.1171875,75467.71875,76068.3203125,76668.921875,77269.5234375,77870.1171875,78470.71875,79071.3203125,79671.921875,80272.5234375,80873.1171875,81473.71875,82074.328125,82674.9296875,83275.53125,83876.1171875,84476.71875,85077.3203125,85677.9375,86278.53125,86879.1328125,87479.734375,88080.3359375,88680.9375,89281.53125,89882.1328125,90482.734375,91083.3359375,91683.9375,92284.53125,92885.1328125,93485.734375,94086.3359375,94686.9375,95287.53125,95888.1328125,96488.734375,97089.3359375,97689.9375,98290.53125,98891.1328125,99491.734375,100092.3359375,100692.953125,101293.546875,101894.1484375,102494.75,103095.3515625,103695.953125,104296.546875,104897.1484375,105497.75,106098.3515625,106698.953125,107299.546875,107900.1484375,108500.75,109101.3515625,109701.953125,110302.546875,110903.1484375,111503.75,112104.3515625,112704.953125,113305.546875,113906.1484375,114506.75,115107.3515625,115707.96875,116308.5625,116909.1640625,117509.765625,118110.3671875,118710.96875,119311.5625,119912.1640625,120512.765625,121113.3671875,121713.96875,122314.5625,122915.1640625,123515.765625,124116.3671875,124716.96875,125317.5625,125918.1640625,126518.765625,127119.3671875,127719.96875,128320.5625,128921.1640625,129521.765625,130122.3671875,130722.9765625,131323.578125,131924.1875,132524.78125,133125.375,133725.984375,134326.578125,134927.1875,135527.78125,136128.375,136728.984375,137329.578125,137930.1875,138530.78125,139131.375,139731.984375,140332.578125,140933.1875,141533.78125,142134.375,142734.984375,143335.578125,143936.1875,144536.78125,145137.375,145738.0,146338.59375,146939.1875,147539.796875,148140.390625,148741.0,149341.59375,149942.1875,150542.796875,151143.390625,151744.0,152344.59375,152945.1875,153545.796875,154146.390625,154747.0,155347.59375,155948.1875,156548.796875,157149.390625,157750.0,158350.59375,158951.1875,159551.796875,160152.390625,160753.015625,161353.609375,161954.203125,162554.8125,163155.40625,163756.015625,164356.609375,164957.203125,165557.8125,166158.40625,166759.015625,167359.609375,167960.203125,168560.8125,169161.40625,169762.015625,170362.609375,170963.203125,171563.8125,172164.40625,172765.015625,173365.609375,173966.203125,174566.8125,175167.40625,175768.03125,176368.625,176969.21875,177569.828125,178170.421875,178771.03125,179371.625,179972.21875,180572.828125,181173.421875,181774.03125,182374.625,182975.21875,183575.828125,184176.421875,184777.03125,185377.625,185978.21875,186578.828125,187179.421875,187780.03125,188380.625,188981.21875,189581.828125,190182.421875,190783.046875,191383.640625,191984.234375,192584.84375,193185.4375,193786.046875,194386.640625,194987.234375,195587.84375,196188.4375,196789.046875,197389.640625,197990.234375,198590.84375,199191.4375,199792.046875,200392.640625,200993.234375,201593.84375,202194.4375,202795.046875,203395.640625,203996.234375,204596.84375,205197.4375,205798.0625,206398.65625,206999.25,207599.859375,208200.453125,208801.0625,209401.65625,210002.234375,210602.84375,211203.4375,211804.046875,212404.640625,213005.265625,213605.875,214206.46875,214807.0625,215407.671875,216008.265625,216608.875,217209.46875,217810.0625,218410.671875,219011.265625,219611.875,220212.46875,220813.0625,221413.671875,222014.265625,222614.875,223215.46875,223816.0625,224416.671875,225017.265625,225617.875,226218.46875,226819.0625,227419.671875,228020.265625,228620.875,229221.46875,229822.0625,230422.671875,231023.265625,231623.875,232224.46875,232825.0625,233425.671875,234026.265625,234626.875,235227.46875,235828.0625,236428.671875,237029.265625,237629.875,238230.46875,238831.0625,239431.671875,240032.265625,240632.875,241233.46875,241834.0625,242434.671875,243035.296875,243635.90625,244236.5,244837.09375,245437.703125,246038.296875,246638.90625,247239.5,247840.09375,248440.703125,249041.296875,249641.90625,250242.5,250843.09375,251443.703125,252044.296875,252644.90625,253245.5,253846.09375,254446.703125,255047.296875,255647.90625,256248.5,256849.09375,257449.703125,258050.296875,258650.90625,259251.5,259852.09375,260452.703125,261053.296875,261653.90625,262254.5,262855.09375,263455.6875,264056.3125,264656.90625,265257.5,265858.09375,266458.6875,267059.3125,267659.90625,268260.5,268861.09375,269461.6875,270062.3125,270662.90625,271263.5,271864.09375,272464.6875,273065.34375,273665.9375,274266.53125,274867.125,275467.71875,276068.34375,276668.9375,277269.53125,277870.125,278470.71875,279071.34375,279671.9375,280272.53125,280873.125,281473.71875,282074.34375,282674.9375,283275.53125,283876.125,284476.71875,285077.34375,285677.9375,286278.53125,286879.125,287479.71875,288080.34375,288680.9375,289281.53125,289882.125,290482.71875,291083.34375,291683.9375,292284.53125,292885.125,293485.71875,294086.34375,294686.9375,295287.53125,295888.125,296488.71875,297089.34375,297689.9375,298290.53125,298891.125,299491.71875,300092.34375,300692.9375,301293.53125,301894.125,302494.71875,303095.375,303695.96875,304296.5625,304897.15625,305497.75,306098.375,306698.96875,307299.5625,307900.15625,308500.75,309101.375,309701.96875,310302.5625,310903.15625,311503.75,312104.375,312704.96875,313305.5625,313906.15625,314506.75,315107.375,315707.96875,316308.5625,316909.15625,317509.75,318110.375,318710.96875,319311.5625,319912.15625,320512.75,321113.375,321713.96875,322314.5625,322915.15625,323515.75,324116.375,324716.96875,325317.5625,325918.15625,326518.75,327119.375,327719.96875,328320.5625,328921.15625,329521.75,330122.375,330722.96875,331323.5625,331924.15625,332524.75,333125.375,333726.0,334326.59375,334927.1875,335527.78125,336128.375,336729.0,337329.59375,337930.1875,338530.78125,339131.375,339732.0,340332.59375,340933.1875,341533.78125,342134.375,342735.0,343335.59375,343936.1875,344536.78125,345137.375,345738.0,346338.59375,346939.1875,347539.78125,348140.375,348741.0,349341.59375,349942.1875,350542.78125,351143.375,351744.0,352344.59375,352945.1875,353545.78125,354146.375,354747.0,355347.59375,355948.1875,356548.78125,357149.375,357750.0,358350.59375,358951.1875,359551.78125,360152.375,360753.0,361353.59375,361954.1875,362554.78125,363155.40625,363756.03125,364356.625,364957.21875,365557.8125,366158.40625,366759.03125,367359.625,367960.21875,368560.8125,369161.40625,369762.03125,370362.625,370963.21875,371563.8125,372164.40625,372765.03125,373365.625,373966.21875,374566.8125,375167.40625,375768.03125,376368.625,376969.21875,377569.8125,378170.40625,378771.03125,379371.625,379972.21875,380572.8125,381173.40625,381774.03125,382374.625,382975.21875,383575.8125,384176.40625,384777.03125,385377.625,385978.21875,386578.8125,387179.40625,387780.03125,388380.625,388981.21875,389581.8125,390182.40625,390783.03125,391383.625,391984.21875,392584.8125,393185.4375,393786.0625,394386.65625,394987.25,395587.84375,396188.4375,396789.0625,397389.65625,397990.25,398590.84375,399191.4375,399792.0625,400392.65625,400993.25,401593.84375,402194.4375,402795.0625,403395.65625,403996.25,404596.84375,405197.4375,405798.0625,406398.65625,406999.25,407599.84375,408200.4375,408801.0625,409401.65625,410002.25,410602.84375,411203.4375,411804.0625,412404.65625,413005.25,413605.84375,414206.4375,414807.0625,415407.65625,416008.25,416608.84375,417209.4375,417810.0625,418410.65625,419011.25,419611.84375,420212.4375,420813.0625,421413.65625,422014.25,422614.84375,423215.46875,423816.09375,424416.6875,425017.28125,425617.875,426218.46875,426819.09375,427419.6875,428020.28125,428620.875,429221.46875,429822.09375,430422.6875,431023.28125,431623.875,432224.46875,432825.09375,433425.6875,434026.28125,434626.875,435227.46875,435828.09375,436428.6875,437029.28125,437629.875,438230.46875,438831.09375,439431.6875,440032.28125,440632.875,441233.46875,441834.09375,442434.6875,443035.28125,443635.875,444236.46875,444837.09375,445437.6875,446038.28125,446638.875,447239.46875,447840.09375,448440.6875,449041.28125,449641.875,450242.46875,450843.09375,451443.6875,452044.28125,452644.875,453245.5,453846.125,454446.71875,455047.3125,455647.90625,456248.5,456849.125,457449.71875,458050.3125,458650.90625,459251.5,459852.125,460452.71875,461053.3125,461653.875,462254.46875,462855.09375,463455.6875,464056.28125,464656.875,465257.46875,465858.09375,466458.6875,467059.28125,467659.875,468260.53125,468861.125,469461.75,470062.34375,470662.9375,471263.53125,471864.125,472464.75,473065.34375,473665.9375,474266.53125,474867.125,475467.75,476068.34375,476668.9375,477269.53125,477870.125,478470.75,479071.34375,479671.9375,480272.53125,480873.125,481473.75,482074.34375,482674.9375,483275.53125,483876.125,484476.75,485077.34375,485677.9375,486278.53125,486879.125,487479.75,488080.34375,488680.9375,489281.53125,489882.125,490482.75,491083.34375,491683.9375,492284.53125,492885.125,493485.75,494086.34375,494686.9375,495287.53125,495888.125,496488.75,497089.34375,497689.9375,498290.53125,498891.125,499491.75,500092.34375,500692.9375,501293.53125,501894.125,502494.75,503095.34375,503695.9375,504296.53125,504897.125,505497.75,506098.34375,506698.9375,507299.53125,507900.125,508500.75,509101.34375,509701.9375,510302.53125,510903.125,511503.75,512104.34375,512704.9375,513305.53125,513906.125,514506.75,515107.34375,515707.9375,516308.53125,516909.125,517509.75,518110.34375,518710.9375,519311.53125,519912.125,520512.75,521113.34375,521713.9375,522314.53125,522915.125,523515.75,524116.34375,524716.9375,525317.5625,525918.125,526518.75,527119.3125,527719.9375,528320.625,528921.1875,529521.8125,530122.375,530723.0,531323.625,531924.1875,532524.8125,533125.375,533726.0,534326.625,534927.1875,535527.8125,536128.375,536729.0,537329.625,537930.1875,538530.8125,539131.375,539732.0,540332.625,540933.1875,541533.8125,542134.375,542735.0,543335.625,543936.1875,544536.8125,545137.375,545738.0,546338.625,546939.1875,547539.8125,548140.375,548741.0,549341.625,549942.1875,550542.8125,551143.375,551744.0,552344.625,552945.1875,553545.8125,554146.375,554747.0,555347.625,555948.1875,556548.8125,557149.375],"yaxis":"y2","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,0.45],"title":{"text":"Price"},"tickprefix":"\u00a3"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"tickformat":",.0%"},"xaxis2":{"anchor":"y2","domain":[0.55,1.0],"title":{"text":"Price"},"tickprefix":"\u00a3"},"yaxis2":{"anchor":"x2","domain":[0.0,1.0],"tickprefix":"\u00a3"},"annotations":[{"font":{"size":16},"showarrow":false,"text":"Marginal LBTT rate","x":0.225,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"Total LBTT","x":0.775,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"}],"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+<div class="output text_html"><div>                            <div id="db60f17d-cd42-4c49-92ae-ba47bd2a6909" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("db60f17d-cd42-4c49-92ae-ba47bd2a6909")) {                    Plotly.newPlot(                        "db60f17d-cd42-4c49-92ae-ba47bd2a6909",                        [{"hovertemplate":"Home price=%{x}\u003cbr\u003eMarginal LBTT rate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"","orientation":"v","showlegend":false,"x":[0.0,5005.0048828125,10010.009765625,15015.0146484375,20020.01953125,25025.025390625,30030.029296875,35035.03515625,40040.0390625,45045.046875,50050.05078125,55055.0546875,60060.05859375,65065.06640625,70070.0703125,75075.078125,80080.078125,85085.0859375,90090.09375,95095.09375,100100.1015625,105105.1015625,110110.109375,115115.1171875,120120.1171875,125125.125,130130.1328125,135135.140625,140140.140625,145145.140625,150150.15625,155155.15625,160160.15625,165165.171875,170170.171875,175175.171875,180180.1875,185185.1875,190190.1875,195195.1875,200200.203125,205205.203125,210210.203125,215215.21875,220220.21875,225225.21875,230230.234375,235235.234375,240240.234375,245245.25,250250.25,255255.25,260260.265625,265265.25,270270.28125,275275.28125,280280.28125,285285.28125,290290.28125,295295.28125,300300.3125,305305.3125,310310.3125,315315.3125,320320.3125,325325.3125,330330.34375,335335.34375,340340.34375,345345.34375,350350.34375,355355.34375,360360.375,365365.375,370370.375,375375.375,380380.375,385385.375,390390.375,395395.40625,400400.40625,405405.40625,410410.40625,415415.40625,420420.40625,425425.4375,430430.4375,435435.4375,440440.4375,445445.4375,450450.4375,455455.46875,460460.46875,465465.46875,470470.46875,475475.46875,480480.46875,485485.5,490490.5,495495.5,500500.5,505505.5,510510.5,515515.5,520520.53125,525525.5,530530.5,535535.5625,540540.5625,545545.5625,550550.5625,555555.5625,560560.5625,565565.5625,570570.5625,575575.5625,580580.5625,585585.5625,590590.5625,595595.625,600600.625,605605.625,610610.625,615615.625,620620.625,625625.625,630630.625,635635.625,640640.625,645645.625,650650.625,655655.625,660660.6875,665665.6875,670670.6875,675675.6875,680680.6875,685685.6875,690690.6875,695695.6875,700700.6875,705705.6875,710710.6875,715715.6875,720720.75,725725.75,730730.75,735735.75,740740.75,745745.75,750750.75,755755.75,760760.75,765765.75,770770.75,775775.75,780780.75,785785.8125,790790.8125,795795.8125,800800.8125,805805.8125,810810.8125,815815.8125,820820.8125,825825.8125,830830.8125,835835.8125,840840.8125,845845.875,850850.875,855855.875,860860.875,865865.875,870870.875,875875.875,880880.875,885885.875,890890.875,895895.875,900900.875,905905.875,910910.9375,915915.9375,920920.9375,925925.9375,930930.9375,935935.9375,940940.9375,945945.9375,950950.9375,955955.9375,960960.9375,965965.9375,970971.0,975976.0,980981.0,985986.0,990991.0,995996.0,1001001.0,1006006.0,1011011.0,1016016.0,1021021.0,1026026.0,1031031.0,1036036.0625,1041041.0625,1046046.0625,1051051.0,1056056.0,1061061.0,1066066.125,1071071.125,1076076.125,1081081.125,1086086.125,1091091.125,1096096.125,1101101.125,1106106.125,1111111.125,1116116.125,1121121.125,1126126.125,1131131.125,1136136.125,1141141.125,1146146.125,1151151.125,1156156.125,1161161.125,1166166.125,1171171.125,1176176.125,1181181.125,1186186.125,1191191.25,1196196.25,1201201.25,1206206.25,1211211.25,1216216.25,1221221.25,1226226.25,1231231.25,1236236.25,1241241.25,1246246.25,1251251.25,1256256.25,1261261.25,1266266.25,1271271.25,1276276.25,1281281.25,1286286.25,1291291.25,1296296.25,1301301.25,1306306.25,1311311.25,1316316.375,1321321.375,1326326.375,1331331.375,1336336.375,1341341.375,1346346.375,1351351.375,1356356.375,1361361.375,1366366.375,1371371.375,1376376.375,1381381.375,1386386.375,1391391.375,1396396.375,1401401.375,1406406.375,1411411.375,1416416.375,1421421.375,1426426.375,1431431.375,1436436.375,1441441.5,1446446.5,1451451.5,1456456.5,1461461.5,1466466.5,1471471.5,1476476.5,1481481.5,1486486.5,1491491.5,1496496.5,1501501.5,1506506.5,1511511.5,1516516.5,1521521.5,1526526.5,1531531.5,1536536.5,1541541.5,1546546.5,1551551.5,1556556.5,1561561.5,1566566.625,1571571.625,1576576.625,1581581.625,1586586.625,1591591.625,1596596.625,1601601.625,1606606.625,1611611.625,1616616.625,1621621.625,1626626.625,1631631.625,1636636.625,1641641.625,1646646.625,1651651.625,1656656.625,1661661.625,1666666.625,1671671.625,1676676.625,1681681.625,1686686.625,1691691.75,1696696.75,1701701.75,1706706.75,1711711.75,1716716.75,1721721.75,1726726.75,1731731.75,1736736.75,1741741.75,1746746.75,1751751.75,1756756.75,1761761.75,1766766.75,1771771.75,1776776.75,1781781.75,1786786.75,1791791.75,1796796.75,1801801.75,1806806.75,1811811.75,1816816.875,1821821.875,1826826.875,1831831.875,1836836.875,1841841.875,1846846.875,1851851.875,1856856.875,1861861.875,1866866.875,1871871.875,1876876.875,1881881.875,1886886.875,1891891.875,1896896.875,1901901.875,1906906.875,1911911.875,1916916.875,1921921.875,1926926.875,1931931.875,1936936.875,1941942.0,1946947.0,1951952.0,1956957.0,1961962.0,1966967.0,1971972.0,1976977.0,1981982.0,1986987.0,1991992.0,1996997.0,2002002.0,2007007.0,2012012.0,2017017.0,2022022.0,2027027.0,2032032.0,2037037.0,2042042.0,2047047.0,2052052.0,2057057.0,2062062.0,2067067.125,2072072.125,2077077.125,2082082.125,2087087.125,2092092.125,2097097.125,2102102.0,2107107.0,2112112.0,2117117.0,2122122.0,2127127.25,2132132.25,2137137.25,2142142.25,2147147.25,2152152.25,2157157.25,2162162.25,2167167.25,2172172.25,2177177.25,2182182.25,2187187.25,2192192.25,2197197.25,2202202.25,2207207.25,2212212.25,2217217.25,2222222.25,2227227.25,2232232.25,2237237.25,2242242.25,2247247.25,2252252.25,2257257.25,2262262.25,2267267.25,2272272.25,2277277.25,2282282.25,2287287.25,2292292.25,2297297.25,2302302.25,2307307.25,2312312.25,2317317.25,2322322.25,2327327.25,2332332.25,2337337.25,2342342.25,2347347.25,2352352.25,2357357.25,2362362.25,2367367.25,2372372.25,2377377.5,2382382.5,2387387.5,2392392.5,2397397.5,2402402.5,2407407.5,2412412.5,2417417.5,2422422.5,2427427.5,2432432.5,2437437.5,2442442.5,2447447.5,2452452.5,2457457.5,2462462.5,2467467.5,2472472.5,2477477.5,2482482.5,2487487.5,2492492.5,2497497.5,2502502.5,2507507.5,2512512.5,2517517.5,2522522.5,2527527.5,2532532.5,2537537.5,2542542.5,2547547.5,2552552.5,2557557.5,2562562.5,2567567.5,2572572.5,2577577.5,2582582.5,2587587.5,2592592.5,2597597.5,2602602.5,2607607.5,2612612.5,2617617.5,2622622.5,2627627.75,2632632.75,2637637.75,2642642.75,2647647.75,2652652.75,2657657.75,2662662.75,2667667.75,2672672.75,2677677.75,2682682.75,2687687.75,2692692.75,2697697.75,2702702.75,2707707.75,2712712.75,2717717.75,2722722.75,2727727.75,2732732.75,2737737.75,2742742.75,2747747.75,2752752.75,2757757.75,2762762.75,2767767.75,2772772.75,2777777.75,2782782.75,2787787.75,2792792.75,2797797.75,2802802.75,2807807.75,2812812.75,2817817.75,2822822.75,2827827.75,2832832.75,2837837.75,2842842.75,2847847.75,2852852.75,2857857.75,2862862.75,2867867.75,2872872.75,2877878.0,2882883.0,2887888.0,2892893.0,2897898.0,2902903.0,2907908.0,2912913.0,2917918.0,2922923.0,2927928.0,2932933.0,2937938.0,2942943.0,2947948.0,2952953.0,2957958.0,2962963.0,2967968.0,2972973.0,2977978.0,2982983.0,2987988.0,2992993.0,2997998.0,3003003.0,3008008.0,3013013.0,3018018.0,3023023.0,3028028.0,3033033.0,3038038.0,3043043.0,3048048.0,3053053.0,3058058.0,3063063.0,3068068.0,3073073.0,3078078.0,3083083.0,3088088.0,3093093.0,3098098.0,3103103.0,3108108.0,3113113.0,3118118.0,3123123.0,3128128.25,3133133.25,3138138.25,3143143.25,3148148.25,3153153.25,3158158.25,3163163.25,3168168.25,3173173.25,3178178.25,3183183.25,3188188.25,3193193.25,3198198.25,3203203.25,3208208.25,3213213.25,3218218.25,3223223.25,3228228.25,3233233.25,3238238.25,3243243.25,3248248.25,3253253.25,3258258.25,3263263.25,3268268.25,3273273.25,3278278.25,3283283.25,3288288.25,3293293.25,3298298.25,3303303.25,3308308.25,3313313.25,3318318.25,3323323.25,3328328.25,3333333.25,3338338.25,3343343.25,3348348.25,3353353.25,3358358.25,3363363.25,3368368.25,3373373.25,3378378.5,3383383.5,3388388.5,3393393.5,3398398.5,3403403.5,3408408.5,3413413.5,3418418.5,3423423.5,3428428.5,3433433.5,3438438.5,3443443.5,3448448.5,3453453.5,3458458.5,3463463.5,3468468.5,3473473.5,3478478.5,3483483.5,3488488.5,3493493.5,3498498.5,3503503.5,3508508.5,3513513.5,3518518.5,3523523.5,3528528.5,3533533.5,3538538.5,3543543.5,3548548.5,3553553.5,3558558.5,3563563.5,3568568.5,3573573.5,3578578.5,3583583.5,3588588.5,3593593.5,3598598.5,3603603.5,3608608.5,3613613.5,3618618.5,3623623.5,3628628.75,3633633.75,3638638.75,3643643.75,3648648.75,3653653.75,3658658.75,3663663.75,3668668.75,3673673.75,3678678.75,3683683.75,3688688.75,3693693.75,3698698.75,3703703.75,3708708.75,3713713.75,3718718.75,3723723.75,3728728.75,3733733.75,3738738.75,3743743.75,3748748.75,3753753.75,3758758.75,3763763.75,3768768.75,3773773.75,3778778.75,3783783.75,3788788.75,3793793.75,3798798.75,3803803.75,3808808.75,3813813.75,3818818.75,3823823.75,3828828.75,3833833.75,3838838.75,3843843.75,3848848.75,3853853.75,3858858.75,3863863.75,3868868.75,3873873.75,3878879.0,3883884.0,3888889.0,3893894.0,3898899.0,3903904.0,3908909.0,3913914.0,3918919.0,3923924.0,3928929.0,3933934.0,3938939.0,3943944.0,3948949.0,3953954.0,3958959.0,3963964.0,3968969.0,3973974.0,3978979.0,3983984.0,3988989.0,3993994.0,3998999.0,4004004.0,4009009.0,4014014.0,4019019.0,4024024.0,4029029.0,4034034.0,4039039.0,4044044.0,4049049.0,4054054.0,4059059.0,4064064.0,4069069.0,4074074.0,4079079.0,4084084.0,4089089.0,4094094.0,4099099.0,4104104.0,4109109.0,4114114.0,4119119.0,4124124.0,4129129.25,4134134.25,4139139.25,4144144.25,4149149.25,4154154.25,4159159.25,4164164.25,4169169.25,4174174.25,4179179.25,4184184.25,4189189.25,4194194.25,4199199.0,4204204.0,4209209.0,4214214.0,4219219.0,4224224.0,4229229.0,4234234.0,4239239.0,4244244.0,4249249.0,4254254.5,4259259.5,4264264.5,4269269.5,4274274.5,4279279.5,4284284.5,4289289.5,4294294.5,4299299.5,4304304.5,4309309.5,4314314.5,4319319.5,4324324.5,4329329.5,4334334.5,4339339.5,4344344.5,4349349.5,4354354.5,4359359.5,4364364.5,4369369.5,4374374.5,4379379.5,4384384.5,4389389.5,4394394.5,4399399.5,4404404.5,4409409.5,4414414.5,4419419.5,4424424.5,4429429.5,4434434.5,4439439.5,4444444.5,4449449.5,4454454.5,4459459.5,4464464.5,4469469.5,4474474.5,4479479.5,4484484.5,4489489.5,4494494.5,4499499.5,4504504.5,4509509.5,4514514.5,4519519.5,4524524.5,4529529.5,4534534.5,4539539.5,4544544.5,4549549.5,4554554.5,4559559.5,4564564.5,4569569.5,4574574.5,4579579.5,4584584.5,4589589.5,4594594.5,4599599.5,4604604.5,4609609.5,4614614.5,4619619.5,4624624.5,4629629.5,4634634.5,4639639.5,4644644.5,4649649.5,4654654.5,4659659.5,4664664.5,4669669.5,4674674.5,4679679.5,4684684.5,4689689.5,4694694.5,4699699.5,4704704.5,4709709.5,4714714.5,4719719.5,4724724.5,4729729.5,4734734.5,4739739.5,4744744.5,4749749.5,4754755.0,4759760.0,4764765.0,4769770.0,4774775.0,4779780.0,4784785.0,4789790.0,4794795.0,4799800.0,4804805.0,4809810.0,4814815.0,4819820.0,4824825.0,4829830.0,4834835.0,4839840.0,4844845.0,4849850.0,4854855.0,4859860.0,4864865.0,4869870.0,4874875.0,4879880.0,4884885.0,4889890.0,4894895.0,4899900.0,4904905.0,4909910.0,4914915.0,4919920.0,4924925.0,4929930.0,4934935.0,4939940.0,4944945.0,4949950.0,4954955.0,4959960.0,4964965.0,4969970.0,4974975.0,4979980.0,4984985.0,4989990.0,4994995.0],"xaxis":"x","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0006999875186011195,0.019999999552965164,0.019999999552965164,0.019999997690320015,0.020000001415610313,0.019999999552965164,0.020000001415610313,0.019999995827674866,0.020000005140900612,0.019999995827674866,0.02000000700354576,0.020000005140900612,0.019999995827674866,0.019999995827674866,0.020000005140900612,0.021499983966350555,0.05000000074505806,0.050000015646219254,0.049999985843896866,0.05000003054738045,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.04999998211860657,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05000000074505806,0.05324987694621086,0.09999996423721313,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999996423721313,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000015795230865,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999996423721313,0.10000000149011612,0.10000000149011612,0.0999998077750206,0.10000000149011612,0.10000000149011612,0.10000015795230865,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000015795230865,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999976307153702,0.10000023245811462,0.10000000149011612,0.09999991953372955,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999991953372955,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000031441450119,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.09999953210353851,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10000000149011612,0.10300012677907944,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.12000031024217606,0.11999959498643875,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.11999959498643875,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.11999953538179398,0.12000031024217606,0.12000031024217606,0.11999953538179398,0.11999953538179398,0.12000031024217606,0.12000037729740143,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000037729740143,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000037729740143,0.12000031024217606,0.12000031024217606,0.11999868601560593,0.12000031024217606,0.12000031024217606,0.1200004369020462,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1200004369020462,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1200004369020462,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.1199987530708313,0.12000031024217606,0.12000031024217606,0.12000031024217606,0.11999887973070145,0.12000031024217606,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000200152397156,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.11999862641096115,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.119998998939991,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.119998998939991,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.12000187486410141,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000524252653122,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000524252653122,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.119998998939991,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.119998499751091,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.11999925225973129,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.1199987530708313,0.1199987530708313,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000549584627151,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.12000499665737152,0.11999250948429108,0.12000499665737152,0.11999250948429108,0.12000499665737152],"yaxis":"y","type":"scatter"},{"hovertemplate":"Home price=%{x}\u003cbr\u003eLBTT=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"","orientation":"v","showlegend":false,"x":[0.0,5005.0048828125,10010.009765625,15015.0146484375,20020.01953125,25025.025390625,30030.029296875,35035.03515625,40040.0390625,45045.046875,50050.05078125,55055.0546875,60060.05859375,65065.06640625,70070.0703125,75075.078125,80080.078125,85085.0859375,90090.09375,95095.09375,100100.1015625,105105.1015625,110110.109375,115115.1171875,120120.1171875,125125.125,130130.1328125,135135.140625,140140.140625,145145.140625,150150.15625,155155.15625,160160.15625,165165.171875,170170.171875,175175.171875,180180.1875,185185.1875,190190.1875,195195.1875,200200.203125,205205.203125,210210.203125,215215.21875,220220.21875,225225.21875,230230.234375,235235.234375,240240.234375,245245.25,250250.25,255255.25,260260.265625,265265.25,270270.28125,275275.28125,280280.28125,285285.28125,290290.28125,295295.28125,300300.3125,305305.3125,310310.3125,315315.3125,320320.3125,325325.3125,330330.34375,335335.34375,340340.34375,345345.34375,350350.34375,355355.34375,360360.375,365365.375,370370.375,375375.375,380380.375,385385.375,390390.375,395395.40625,400400.40625,405405.40625,410410.40625,415415.40625,420420.40625,425425.4375,430430.4375,435435.4375,440440.4375,445445.4375,450450.4375,455455.46875,460460.46875,465465.46875,470470.46875,475475.46875,480480.46875,485485.5,490490.5,495495.5,500500.5,505505.5,510510.5,515515.5,520520.53125,525525.5,530530.5,535535.5625,540540.5625,545545.5625,550550.5625,555555.5625,560560.5625,565565.5625,570570.5625,575575.5625,580580.5625,585585.5625,590590.5625,595595.625,600600.625,605605.625,610610.625,615615.625,620620.625,625625.625,630630.625,635635.625,640640.625,645645.625,650650.625,655655.625,660660.6875,665665.6875,670670.6875,675675.6875,680680.6875,685685.6875,690690.6875,695695.6875,700700.6875,705705.6875,710710.6875,715715.6875,720720.75,725725.75,730730.75,735735.75,740740.75,745745.75,750750.75,755755.75,760760.75,765765.75,770770.75,775775.75,780780.75,785785.8125,790790.8125,795795.8125,800800.8125,805805.8125,810810.8125,815815.8125,820820.8125,825825.8125,830830.8125,835835.8125,840840.8125,845845.875,850850.875,855855.875,860860.875,865865.875,870870.875,875875.875,880880.875,885885.875,890890.875,895895.875,900900.875,905905.875,910910.9375,915915.9375,920920.9375,925925.9375,930930.9375,935935.9375,940940.9375,945945.9375,950950.9375,955955.9375,960960.9375,965965.9375,970971.0,975976.0,980981.0,985986.0,990991.0,995996.0,1001001.0,1006006.0,1011011.0,1016016.0,1021021.0,1026026.0,1031031.0,1036036.0625,1041041.0625,1046046.0625,1051051.0,1056056.0,1061061.0,1066066.125,1071071.125,1076076.125,1081081.125,1086086.125,1091091.125,1096096.125,1101101.125,1106106.125,1111111.125,1116116.125,1121121.125,1126126.125,1131131.125,1136136.125,1141141.125,1146146.125,1151151.125,1156156.125,1161161.125,1166166.125,1171171.125,1176176.125,1181181.125,1186186.125,1191191.25,1196196.25,1201201.25,1206206.25,1211211.25,1216216.25,1221221.25,1226226.25,1231231.25,1236236.25,1241241.25,1246246.25,1251251.25,1256256.25,1261261.25,1266266.25,1271271.25,1276276.25,1281281.25,1286286.25,1291291.25,1296296.25,1301301.25,1306306.25,1311311.25,1316316.375,1321321.375,1326326.375,1331331.375,1336336.375,1341341.375,1346346.375,1351351.375,1356356.375,1361361.375,1366366.375,1371371.375,1376376.375,1381381.375,1386386.375,1391391.375,1396396.375,1401401.375,1406406.375,1411411.375,1416416.375,1421421.375,1426426.375,1431431.375,1436436.375,1441441.5,1446446.5,1451451.5,1456456.5,1461461.5,1466466.5,1471471.5,1476476.5,1481481.5,1486486.5,1491491.5,1496496.5,1501501.5,1506506.5,1511511.5,1516516.5,1521521.5,1526526.5,1531531.5,1536536.5,1541541.5,1546546.5,1551551.5,1556556.5,1561561.5,1566566.625,1571571.625,1576576.625,1581581.625,1586586.625,1591591.625,1596596.625,1601601.625,1606606.625,1611611.625,1616616.625,1621621.625,1626626.625,1631631.625,1636636.625,1641641.625,1646646.625,1651651.625,1656656.625,1661661.625,1666666.625,1671671.625,1676676.625,1681681.625,1686686.625,1691691.75,1696696.75,1701701.75,1706706.75,1711711.75,1716716.75,1721721.75,1726726.75,1731731.75,1736736.75,1741741.75,1746746.75,1751751.75,1756756.75,1761761.75,1766766.75,1771771.75,1776776.75,1781781.75,1786786.75,1791791.75,1796796.75,1801801.75,1806806.75,1811811.75,1816816.875,1821821.875,1826826.875,1831831.875,1836836.875,1841841.875,1846846.875,1851851.875,1856856.875,1861861.875,1866866.875,1871871.875,1876876.875,1881881.875,1886886.875,1891891.875,1896896.875,1901901.875,1906906.875,1911911.875,1916916.875,1921921.875,1926926.875,1931931.875,1936936.875,1941942.0,1946947.0,1951952.0,1956957.0,1961962.0,1966967.0,1971972.0,1976977.0,1981982.0,1986987.0,1991992.0,1996997.0,2002002.0,2007007.0,2012012.0,2017017.0,2022022.0,2027027.0,2032032.0,2037037.0,2042042.0,2047047.0,2052052.0,2057057.0,2062062.0,2067067.125,2072072.125,2077077.125,2082082.125,2087087.125,2092092.125,2097097.125,2102102.0,2107107.0,2112112.0,2117117.0,2122122.0,2127127.25,2132132.25,2137137.25,2142142.25,2147147.25,2152152.25,2157157.25,2162162.25,2167167.25,2172172.25,2177177.25,2182182.25,2187187.25,2192192.25,2197197.25,2202202.25,2207207.25,2212212.25,2217217.25,2222222.25,2227227.25,2232232.25,2237237.25,2242242.25,2247247.25,2252252.25,2257257.25,2262262.25,2267267.25,2272272.25,2277277.25,2282282.25,2287287.25,2292292.25,2297297.25,2302302.25,2307307.25,2312312.25,2317317.25,2322322.25,2327327.25,2332332.25,2337337.25,2342342.25,2347347.25,2352352.25,2357357.25,2362362.25,2367367.25,2372372.25,2377377.5,2382382.5,2387387.5,2392392.5,2397397.5,2402402.5,2407407.5,2412412.5,2417417.5,2422422.5,2427427.5,2432432.5,2437437.5,2442442.5,2447447.5,2452452.5,2457457.5,2462462.5,2467467.5,2472472.5,2477477.5,2482482.5,2487487.5,2492492.5,2497497.5,2502502.5,2507507.5,2512512.5,2517517.5,2522522.5,2527527.5,2532532.5,2537537.5,2542542.5,2547547.5,2552552.5,2557557.5,2562562.5,2567567.5,2572572.5,2577577.5,2582582.5,2587587.5,2592592.5,2597597.5,2602602.5,2607607.5,2612612.5,2617617.5,2622622.5,2627627.75,2632632.75,2637637.75,2642642.75,2647647.75,2652652.75,2657657.75,2662662.75,2667667.75,2672672.75,2677677.75,2682682.75,2687687.75,2692692.75,2697697.75,2702702.75,2707707.75,2712712.75,2717717.75,2722722.75,2727727.75,2732732.75,2737737.75,2742742.75,2747747.75,2752752.75,2757757.75,2762762.75,2767767.75,2772772.75,2777777.75,2782782.75,2787787.75,2792792.75,2797797.75,2802802.75,2807807.75,2812812.75,2817817.75,2822822.75,2827827.75,2832832.75,2837837.75,2842842.75,2847847.75,2852852.75,2857857.75,2862862.75,2867867.75,2872872.75,2877878.0,2882883.0,2887888.0,2892893.0,2897898.0,2902903.0,2907908.0,2912913.0,2917918.0,2922923.0,2927928.0,2932933.0,2937938.0,2942943.0,2947948.0,2952953.0,2957958.0,2962963.0,2967968.0,2972973.0,2977978.0,2982983.0,2987988.0,2992993.0,2997998.0,3003003.0,3008008.0,3013013.0,3018018.0,3023023.0,3028028.0,3033033.0,3038038.0,3043043.0,3048048.0,3053053.0,3058058.0,3063063.0,3068068.0,3073073.0,3078078.0,3083083.0,3088088.0,3093093.0,3098098.0,3103103.0,3108108.0,3113113.0,3118118.0,3123123.0,3128128.25,3133133.25,3138138.25,3143143.25,3148148.25,3153153.25,3158158.25,3163163.25,3168168.25,3173173.25,3178178.25,3183183.25,3188188.25,3193193.25,3198198.25,3203203.25,3208208.25,3213213.25,3218218.25,3223223.25,3228228.25,3233233.25,3238238.25,3243243.25,3248248.25,3253253.25,3258258.25,3263263.25,3268268.25,3273273.25,3278278.25,3283283.25,3288288.25,3293293.25,3298298.25,3303303.25,3308308.25,3313313.25,3318318.25,3323323.25,3328328.25,3333333.25,3338338.25,3343343.25,3348348.25,3353353.25,3358358.25,3363363.25,3368368.25,3373373.25,3378378.5,3383383.5,3388388.5,3393393.5,3398398.5,3403403.5,3408408.5,3413413.5,3418418.5,3423423.5,3428428.5,3433433.5,3438438.5,3443443.5,3448448.5,3453453.5,3458458.5,3463463.5,3468468.5,3473473.5,3478478.5,3483483.5,3488488.5,3493493.5,3498498.5,3503503.5,3508508.5,3513513.5,3518518.5,3523523.5,3528528.5,3533533.5,3538538.5,3543543.5,3548548.5,3553553.5,3558558.5,3563563.5,3568568.5,3573573.5,3578578.5,3583583.5,3588588.5,3593593.5,3598598.5,3603603.5,3608608.5,3613613.5,3618618.5,3623623.5,3628628.75,3633633.75,3638638.75,3643643.75,3648648.75,3653653.75,3658658.75,3663663.75,3668668.75,3673673.75,3678678.75,3683683.75,3688688.75,3693693.75,3698698.75,3703703.75,3708708.75,3713713.75,3718718.75,3723723.75,3728728.75,3733733.75,3738738.75,3743743.75,3748748.75,3753753.75,3758758.75,3763763.75,3768768.75,3773773.75,3778778.75,3783783.75,3788788.75,3793793.75,3798798.75,3803803.75,3808808.75,3813813.75,3818818.75,3823823.75,3828828.75,3833833.75,3838838.75,3843843.75,3848848.75,3853853.75,3858858.75,3863863.75,3868868.75,3873873.75,3878879.0,3883884.0,3888889.0,3893894.0,3898899.0,3903904.0,3908909.0,3913914.0,3918919.0,3923924.0,3928929.0,3933934.0,3938939.0,3943944.0,3948949.0,3953954.0,3958959.0,3963964.0,3968969.0,3973974.0,3978979.0,3983984.0,3988989.0,3993994.0,3998999.0,4004004.0,4009009.0,4014014.0,4019019.0,4024024.0,4029029.0,4034034.0,4039039.0,4044044.0,4049049.0,4054054.0,4059059.0,4064064.0,4069069.0,4074074.0,4079079.0,4084084.0,4089089.0,4094094.0,4099099.0,4104104.0,4109109.0,4114114.0,4119119.0,4124124.0,4129129.25,4134134.25,4139139.25,4144144.25,4149149.25,4154154.25,4159159.25,4164164.25,4169169.25,4174174.25,4179179.25,4184184.25,4189189.25,4194194.25,4199199.0,4204204.0,4209209.0,4214214.0,4219219.0,4224224.0,4229229.0,4234234.0,4239239.0,4244244.0,4249249.0,4254254.5,4259259.5,4264264.5,4269269.5,4274274.5,4279279.5,4284284.5,4289289.5,4294294.5,4299299.5,4304304.5,4309309.5,4314314.5,4319319.5,4324324.5,4329329.5,4334334.5,4339339.5,4344344.5,4349349.5,4354354.5,4359359.5,4364364.5,4369369.5,4374374.5,4379379.5,4384384.5,4389389.5,4394394.5,4399399.5,4404404.5,4409409.5,4414414.5,4419419.5,4424424.5,4429429.5,4434434.5,4439439.5,4444444.5,4449449.5,4454454.5,4459459.5,4464464.5,4469469.5,4474474.5,4479479.5,4484484.5,4489489.5,4494494.5,4499499.5,4504504.5,4509509.5,4514514.5,4519519.5,4524524.5,4529529.5,4534534.5,4539539.5,4544544.5,4549549.5,4554554.5,4559559.5,4564564.5,4569569.5,4574574.5,4579579.5,4584584.5,4589589.5,4594594.5,4599599.5,4604604.5,4609609.5,4614614.5,4619619.5,4624624.5,4629629.5,4634634.5,4639639.5,4644644.5,4649649.5,4654654.5,4659659.5,4664664.5,4669669.5,4674674.5,4679679.5,4684684.5,4689689.5,4694694.5,4699699.5,4704704.5,4709709.5,4714714.5,4719719.5,4724724.5,4729729.5,4734734.5,4739739.5,4744744.5,4749749.5,4754755.0,4759760.0,4764765.0,4769770.0,4774775.0,4779780.0,4784785.0,4789790.0,4794795.0,4799800.0,4804805.0,4809810.0,4814815.0,4819820.0,4824825.0,4829830.0,4834835.0,4839840.0,4844845.0,4849850.0,4854855.0,4859860.0,4864865.0,4869870.0,4874875.0,4879880.0,4884885.0,4889890.0,4894895.0,4899900.0,4904905.0,4909910.0,4914915.0,4919920.0,4924925.0,4929930.0,4934935.0,4939940.0,4944945.0,4949950.0,4954955.0,4959960.0,4964965.0,4969970.0,4974975.0,4979980.0,4984985.0,4989990.0,4994995.0],"xaxis":"x2","y":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.5034375190734863,103.60375213623047,203.70375061035156,303.8037414550781,403.90374755859375,504.0040588378906,604.1040649414062,704.2040405273438,804.3043823242188,904.4043579101562,1004.50439453125,1104.604736328125,1204.7047119140625,1304.8046875,1404.905029296875,1512.512451171875,1762.762451171875,2013.0133056640625,2263.262451171875,2513.51416015625,2763.76416015625,3014.01416015625,3264.26416015625,3514.51416015625,3764.76416015625,4015.015625,4265.265625,4515.515625,4765.765625,5016.015625,5282.53125,5783.0341796875,6283.5341796875,6784.0341796875,7284.5341796875,7785.0341796875,8285.5341796875,8786.037109375,9286.537109375,9787.037109375,10287.537109375,10788.037109375,11288.537109375,11789.037109375,12289.541015625,12790.041015625,13290.541015625,13791.041015625,14291.541015625,14792.041015625,15292.5439453125,15793.0439453125,16293.5439453125,16794.04296875,17294.54296875,17795.04296875,18295.546875,18796.046875,19296.546875,19797.046875,20297.546875,20798.046875,21298.55078125,21799.05078125,22299.55078125,22800.05078125,23300.55078125,23801.05078125,24301.55078125,24802.052734375,25302.55078125,25803.05078125,26303.556640625,26804.056640625,27304.556640625,27805.056640625,28305.556640625,28806.056640625,29306.556640625,29807.056640625,30307.556640625,30808.056640625,31308.556640625,31809.056640625,32309.5625,32810.0625,33310.5625,33811.0625,34311.5625,34812.0625,35312.5625,35813.0625,36313.5625,36814.0625,37314.5625,37815.0625,38315.5625,38816.0703125,39316.5703125,39817.0703125,40317.5703125,40818.0703125,41318.5703125,41819.0703125,42319.5703125,42820.0703125,43320.5703125,43821.0703125,44321.5703125,44822.07421875,45322.57421875,45823.07421875,46323.57421875,46824.07421875,47324.57421875,47840.08984375,48440.69140625,49041.2890625,49641.890625,50242.48828125,50843.08984375,51443.69140625,52044.296875,52644.8984375,53245.49609375,53846.09765625,54446.69921875,55047.296875,55647.8984375,56248.49609375,56849.09765625,57449.69921875,58050.296875,58650.8984375,59251.50390625,59852.10546875,60452.703125,61053.3046875,61653.90625,62254.50390625,62855.10546875,63455.703125,64056.3046875,64656.90625,65257.50390625,65858.1015625,66458.703125,67059.3125,67659.9140625,68260.515625,68861.109375,69461.7109375,70062.3125,70662.9140625,71263.515625,71864.109375,72464.7109375,73065.3125,73665.9140625,74266.5234375,74867.1171875,75467.71875,76068.3203125,76668.921875,77269.5234375,77870.1171875,78470.71875,79071.3203125,79671.921875,80272.5234375,80873.1171875,81473.71875,82074.328125,82674.9296875,83275.53125,83876.1171875,84476.71875,85077.3203125,85677.9375,86278.53125,86879.1328125,87479.734375,88080.3359375,88680.9375,89281.53125,89882.1328125,90482.734375,91083.3359375,91683.9375,92284.53125,92885.1328125,93485.734375,94086.3359375,94686.9375,95287.53125,95888.1328125,96488.734375,97089.3359375,97689.9375,98290.53125,98891.1328125,99491.734375,100092.3359375,100692.953125,101293.546875,101894.1484375,102494.75,103095.3515625,103695.953125,104296.546875,104897.1484375,105497.75,106098.3515625,106698.953125,107299.546875,107900.1484375,108500.75,109101.3515625,109701.953125,110302.546875,110903.1484375,111503.75,112104.3515625,112704.953125,113305.546875,113906.1484375,114506.75,115107.3515625,115707.96875,116308.5625,116909.1640625,117509.765625,118110.3671875,118710.96875,119311.5625,119912.1640625,120512.765625,121113.3671875,121713.96875,122314.5625,122915.1640625,123515.765625,124116.3671875,124716.96875,125317.5625,125918.1640625,126518.765625,127119.3671875,127719.96875,128320.5625,128921.1640625,129521.765625,130122.3671875,130722.9765625,131323.578125,131924.1875,132524.78125,133125.375,133725.984375,134326.578125,134927.1875,135527.78125,136128.375,136728.984375,137329.578125,137930.1875,138530.78125,139131.375,139731.984375,140332.578125,140933.1875,141533.78125,142134.375,142734.984375,143335.578125,143936.1875,144536.78125,145137.375,145738.0,146338.59375,146939.1875,147539.796875,148140.390625,148741.0,149341.59375,149942.1875,150542.796875,151143.390625,151744.0,152344.59375,152945.1875,153545.796875,154146.390625,154747.0,155347.59375,155948.1875,156548.796875,157149.390625,157750.0,158350.59375,158951.1875,159551.796875,160152.390625,160753.015625,161353.609375,161954.203125,162554.8125,163155.40625,163756.015625,164356.609375,164957.203125,165557.8125,166158.40625,166759.015625,167359.609375,167960.203125,168560.8125,169161.40625,169762.015625,170362.609375,170963.203125,171563.8125,172164.40625,172765.015625,173365.609375,173966.203125,174566.8125,175167.40625,175768.03125,176368.625,176969.21875,177569.828125,178170.421875,178771.03125,179371.625,179972.21875,180572.828125,181173.421875,181774.03125,182374.625,182975.21875,183575.828125,184176.421875,184777.03125,185377.625,185978.21875,186578.828125,187179.421875,187780.03125,188380.625,188981.21875,189581.828125,190182.421875,190783.046875,191383.640625,191984.234375,192584.84375,193185.4375,193786.046875,194386.640625,194987.234375,195587.84375,196188.4375,196789.046875,197389.640625,197990.234375,198590.84375,199191.4375,199792.046875,200392.640625,200993.234375,201593.84375,202194.4375,202795.046875,203395.640625,203996.234375,204596.84375,205197.4375,205798.0625,206398.65625,206999.25,207599.859375,208200.453125,208801.0625,209401.65625,210002.234375,210602.84375,211203.4375,211804.046875,212404.640625,213005.265625,213605.875,214206.46875,214807.0625,215407.671875,216008.265625,216608.875,217209.46875,217810.0625,218410.671875,219011.265625,219611.875,220212.46875,220813.0625,221413.671875,222014.265625,222614.875,223215.46875,223816.0625,224416.671875,225017.265625,225617.875,226218.46875,226819.0625,227419.671875,228020.265625,228620.875,229221.46875,229822.0625,230422.671875,231023.265625,231623.875,232224.46875,232825.0625,233425.671875,234026.265625,234626.875,235227.46875,235828.0625,236428.671875,237029.265625,237629.875,238230.46875,238831.0625,239431.671875,240032.265625,240632.875,241233.46875,241834.0625,242434.671875,243035.296875,243635.90625,244236.5,244837.09375,245437.703125,246038.296875,246638.90625,247239.5,247840.09375,248440.703125,249041.296875,249641.90625,250242.5,250843.09375,251443.703125,252044.296875,252644.90625,253245.5,253846.09375,254446.703125,255047.296875,255647.90625,256248.5,256849.09375,257449.703125,258050.296875,258650.90625,259251.5,259852.09375,260452.703125,261053.296875,261653.90625,262254.5,262855.09375,263455.6875,264056.3125,264656.90625,265257.5,265858.09375,266458.6875,267059.3125,267659.90625,268260.5,268861.09375,269461.6875,270062.3125,270662.90625,271263.5,271864.09375,272464.6875,273065.34375,273665.9375,274266.53125,274867.125,275467.71875,276068.34375,276668.9375,277269.53125,277870.125,278470.71875,279071.34375,279671.9375,280272.53125,280873.125,281473.71875,282074.34375,282674.9375,283275.53125,283876.125,284476.71875,285077.34375,285677.9375,286278.53125,286879.125,287479.71875,288080.34375,288680.9375,289281.53125,289882.125,290482.71875,291083.34375,291683.9375,292284.53125,292885.125,293485.71875,294086.34375,294686.9375,295287.53125,295888.125,296488.71875,297089.34375,297689.9375,298290.53125,298891.125,299491.71875,300092.34375,300692.9375,301293.53125,301894.125,302494.71875,303095.375,303695.96875,304296.5625,304897.15625,305497.75,306098.375,306698.96875,307299.5625,307900.15625,308500.75,309101.375,309701.96875,310302.5625,310903.15625,311503.75,312104.375,312704.96875,313305.5625,313906.15625,314506.75,315107.375,315707.96875,316308.5625,316909.15625,317509.75,318110.375,318710.96875,319311.5625,319912.15625,320512.75,321113.375,321713.96875,322314.5625,322915.15625,323515.75,324116.375,324716.96875,325317.5625,325918.15625,326518.75,327119.375,327719.96875,328320.5625,328921.15625,329521.75,330122.375,330722.96875,331323.5625,331924.15625,332524.75,333125.375,333726.0,334326.59375,334927.1875,335527.78125,336128.375,336729.0,337329.59375,337930.1875,338530.78125,339131.375,339732.0,340332.59375,340933.1875,341533.78125,342134.375,342735.0,343335.59375,343936.1875,344536.78125,345137.375,345738.0,346338.59375,346939.1875,347539.78125,348140.375,348741.0,349341.59375,349942.1875,350542.78125,351143.375,351744.0,352344.59375,352945.1875,353545.78125,354146.375,354747.0,355347.59375,355948.1875,356548.78125,357149.375,357750.0,358350.59375,358951.1875,359551.78125,360152.375,360753.0,361353.59375,361954.1875,362554.78125,363155.40625,363756.03125,364356.625,364957.21875,365557.8125,366158.40625,366759.03125,367359.625,367960.21875,368560.8125,369161.40625,369762.03125,370362.625,370963.21875,371563.8125,372164.40625,372765.03125,373365.625,373966.21875,374566.8125,375167.40625,375768.03125,376368.625,376969.21875,377569.8125,378170.40625,378771.03125,379371.625,379972.21875,380572.8125,381173.40625,381774.03125,382374.625,382975.21875,383575.8125,384176.40625,384777.03125,385377.625,385978.21875,386578.8125,387179.40625,387780.03125,388380.625,388981.21875,389581.8125,390182.40625,390783.03125,391383.625,391984.21875,392584.8125,393185.4375,393786.0625,394386.65625,394987.25,395587.84375,396188.4375,396789.0625,397389.65625,397990.25,398590.84375,399191.4375,399792.0625,400392.65625,400993.25,401593.84375,402194.4375,402795.0625,403395.65625,403996.25,404596.84375,405197.4375,405798.0625,406398.65625,406999.25,407599.84375,408200.4375,408801.0625,409401.65625,410002.25,410602.84375,411203.4375,411804.0625,412404.65625,413005.25,413605.84375,414206.4375,414807.0625,415407.65625,416008.25,416608.84375,417209.4375,417810.0625,418410.65625,419011.25,419611.84375,420212.4375,420813.0625,421413.65625,422014.25,422614.84375,423215.46875,423816.09375,424416.6875,425017.28125,425617.875,426218.46875,426819.09375,427419.6875,428020.28125,428620.875,429221.46875,429822.09375,430422.6875,431023.28125,431623.875,432224.46875,432825.09375,433425.6875,434026.28125,434626.875,435227.46875,435828.09375,436428.6875,437029.28125,437629.875,438230.46875,438831.09375,439431.6875,440032.28125,440632.875,441233.46875,441834.09375,442434.6875,443035.28125,443635.875,444236.46875,444837.09375,445437.6875,446038.28125,446638.875,447239.46875,447840.09375,448440.6875,449041.28125,449641.875,450242.46875,450843.09375,451443.6875,452044.28125,452644.875,453245.5,453846.125,454446.71875,455047.3125,455647.90625,456248.5,456849.125,457449.71875,458050.3125,458650.90625,459251.5,459852.125,460452.71875,461053.3125,461653.875,462254.46875,462855.09375,463455.6875,464056.28125,464656.875,465257.46875,465858.09375,466458.6875,467059.28125,467659.875,468260.53125,468861.125,469461.75,470062.34375,470662.9375,471263.53125,471864.125,472464.75,473065.34375,473665.9375,474266.53125,474867.125,475467.75,476068.34375,476668.9375,477269.53125,477870.125,478470.75,479071.34375,479671.9375,480272.53125,480873.125,481473.75,482074.34375,482674.9375,483275.53125,483876.125,484476.75,485077.34375,485677.9375,486278.53125,486879.125,487479.75,488080.34375,488680.9375,489281.53125,489882.125,490482.75,491083.34375,491683.9375,492284.53125,492885.125,493485.75,494086.34375,494686.9375,495287.53125,495888.125,496488.75,497089.34375,497689.9375,498290.53125,498891.125,499491.75,500092.34375,500692.9375,501293.53125,501894.125,502494.75,503095.34375,503695.9375,504296.53125,504897.125,505497.75,506098.34375,506698.9375,507299.53125,507900.125,508500.75,509101.34375,509701.9375,510302.53125,510903.125,511503.75,512104.34375,512704.9375,513305.53125,513906.125,514506.75,515107.34375,515707.9375,516308.53125,516909.125,517509.75,518110.34375,518710.9375,519311.53125,519912.125,520512.75,521113.34375,521713.9375,522314.53125,522915.125,523515.75,524116.34375,524716.9375,525317.5625,525918.125,526518.75,527119.3125,527719.9375,528320.625,528921.1875,529521.8125,530122.375,530723.0,531323.625,531924.1875,532524.8125,533125.375,533726.0,534326.625,534927.1875,535527.8125,536128.375,536729.0,537329.625,537930.1875,538530.8125,539131.375,539732.0,540332.625,540933.1875,541533.8125,542134.375,542735.0,543335.625,543936.1875,544536.8125,545137.375,545738.0,546338.625,546939.1875,547539.8125,548140.375,548741.0,549341.625,549942.1875,550542.8125,551143.375,551744.0,552344.625,552945.1875,553545.8125,554146.375,554747.0,555347.625,555948.1875,556548.8125,557149.375],"yaxis":"y2","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,0.45],"title":{"text":"Price"},"tickprefix":"\u00a3"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"tickformat":",.0%"},"xaxis2":{"anchor":"y2","domain":[0.55,1.0],"title":{"text":"Price"},"tickprefix":"\u00a3"},"yaxis2":{"anchor":"x2","domain":[0.0,1.0],"tickprefix":"\u00a3"},"annotations":[{"font":{"size":16},"showarrow":false,"text":"Marginal LBTT rate","x":0.225,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"Total LBTT","x":0.775,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"}],"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('b7ad80bf-f668-4df1-a0b3-17e01ca9433a');
+var gd = document.getElementById('db60f17d-cd42-4c49-92ae-ba47bd2a6909');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/programs/gov/wra/land-transaction-tax.html b/programs/gov/wra/land-transaction-tax.html
index 8b53900f6..d9fe971aa 100644
--- a/programs/gov/wra/land-transaction-tax.html
+++ b/programs/gov/wra/land-transaction-tax.html
@@ -346,9 +346,9 @@ <h2>Rates<a class="headerlink" href="#rates" title="Permalink to this heading">#
         });
         }
         </script>
-        </div><div class="output text_html"><div>                            <div id="275f8b47-937e-44f6-927c-02b4c98d9b9e" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("275f8b47-937e-44f6-927c-02b4c98d9b9e")) {                    Plotly.newPlot(                        "275f8b47-937e-44f6-927c-02b4c98d9b9e",                        [{"hovertemplate":"Label=LTT on primary residences\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LTT on primary residences","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LTT on primary residences","orientation":"v","showlegend":true,"x":[0.0,180000.0,250000.0,400000.0,750000.0,1500000.0,2200000.0],"xaxis":"x","y":[0.0,0.035,0.05,0.075,0.1,0.12,0.12],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LTT on secondary residences\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LTT on secondary residences","line":{"color":"#EF553B","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LTT on secondary residences","orientation":"v","showlegend":true,"x":[0.0,180000.0,250000.0,400000.0,750000.0,1500000.0,2200000.0],"xaxis":"x","y":[0.04,0.075,0.09,0.115,0.14,0.16,0.16],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LTT on non-residential property\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LTT on non-residential property","line":{"color":"#00cc96","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LTT on non-residential property","orientation":"v","showlegend":true,"x":[0.0,225000.0,250000.0,1000000.0,2200000.0],"xaxis":"x","y":[0.0,0.01,0.05,0.06,0.06],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LTT on cumulative rent\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LTT on cumulative rent","line":{"color":"#ab63fa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LTT on cumulative rent","orientation":"v","showlegend":true,"x":[0.0,225000.0,2000000.0,2200000.0],"xaxis":"x","y":[0.0,0.01,0.02,0.02],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Threshold"},"tickprefix":"\u00a3"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Rate"},"tickformat":",.0%"},"legend":{"title":{"text":""},"tracegroupgap":0},"title":{"text":"Land Transaction Tax (LTT) rates over property price thresholds"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
+        </div><div class="output text_html"><div>                            <div id="0a6e9e75-be7b-4f6c-8be4-1a1ce9d67458" class="plotly-graph-div" style="height:600px; width:800px;"></div>            <script type="text/javascript">                require(["plotly"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById("0a6e9e75-be7b-4f6c-8be4-1a1ce9d67458")) {                    Plotly.newPlot(                        "0a6e9e75-be7b-4f6c-8be4-1a1ce9d67458",                        [{"hovertemplate":"Label=LTT on primary residences\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LTT on primary residences","line":{"color":"#636efa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LTT on primary residences","orientation":"v","showlegend":true,"x":[0.0,180000.0,250000.0,400000.0,750000.0,1500000.0,2200000.0],"xaxis":"x","y":[0.0,0.035,0.05,0.075,0.1,0.12,0.12],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LTT on secondary residences\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LTT on secondary residences","line":{"color":"#EF553B","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LTT on secondary residences","orientation":"v","showlegend":true,"x":[0.0,180000.0,250000.0,400000.0,750000.0,1500000.0,2200000.0],"xaxis":"x","y":[0.04,0.075,0.09,0.115,0.14,0.16,0.16],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LTT on non-residential property\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LTT on non-residential property","line":{"color":"#00cc96","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LTT on non-residential property","orientation":"v","showlegend":true,"x":[0.0,225000.0,250000.0,1000000.0,2200000.0],"xaxis":"x","y":[0.0,0.01,0.05,0.06,0.06],"yaxis":"y","type":"scatter"},{"hovertemplate":"Label=LTT on cumulative rent\u003cbr\u003eThreshold=%{x}\u003cbr\u003eRate=%{y}\u003cextra\u003e\u003c\u002fextra\u003e","legendgroup":"LTT on cumulative rent","line":{"color":"#ab63fa","dash":"solid","shape":"hv"},"marker":{"symbol":"circle"},"mode":"lines","name":"LTT on cumulative rent","orientation":"v","showlegend":true,"x":[0.0,225000.0,2000000.0,2200000.0],"xaxis":"x","y":[0.0,0.01,0.02,0.02],"yaxis":"y","type":"scatter"}],                        {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Threshold"},"tickprefix":"\u00a3"},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Rate"},"tickformat":",.0%"},"legend":{"title":{"text":""},"tracegroupgap":0},"title":{"text":"Land Transaction Tax (LTT) rates over property price thresholds"},"font":{"family":"Roboto Serif","color":"black"},"images":[{"sizex":0.15,"sizey":0.15,"source":"https:\u002f\u002fraw.githubusercontent.com\u002fPolicyEngine\u002fpolicyengine-app\u002fmaster\u002fsrc\u002fimages\u002flogos\u002fpolicyengine\u002fblue.png","x":1.1,"xanchor":"right","xref":"paper","y":-0.15,"yanchor":"bottom","yref":"paper"}],"height":600,"width":800,"modebar":{"bgcolor":"rgba(0,0,0,0)","color":"rgba(0,0,0,0)"}},                        {"responsive": true}                    ).then(function(){
                             
-var gd = document.getElementById('275f8b47-937e-44f6-927c-02b4c98d9b9e');
+var gd = document.getElementById('0a6e9e75-be7b-4f6c-8be4-1a1ce9d67458');
 var x = new MutationObserver(function (mutations, observer) {{
         var display = window.getComputedStyle(gd).display;
         if (!display || display === 'none') {{
diff --git a/reports/model/validation.err.log b/reports/model/validation.err.log
index 1ad5d0775..419dba3ad 100644
--- a/reports/model/validation.err.log
+++ b/reports/model/validation.err.log
@@ -273,7 +273,7 @@ fig
 
 ---------------------------------------------------------------------------
 ModuleNotFoundError                       Traceback (most recent call last)
-/tmp/ipykernel_2267/1965604937.py in <cell line: 103>()
+/tmp/ipykernel_2113/1965604937.py in <cell line: 103>()
     101 
     102 
 --> 103 from policyengine_uk.data.datasets.frs.calibration.loss import (
diff --git a/reports/programs/gov/hmrc/child-benefit.err.log b/reports/programs/gov/hmrc/child-benefit.err.log
index f876f8162..dd4574872 100644
--- a/reports/programs/gov/hmrc/child-benefit.err.log
+++ b/reports/programs/gov/hmrc/child-benefit.err.log
@@ -39,7 +39,7 @@ pd.DataFrame(
 
 ---------------------------------------------------------------------------
 ImportError                               Traceback (most recent call last)
-/tmp/ipykernel_2447/935488397.py in <cell line: 1>()
+/tmp/ipykernel_2289/935488397.py in <cell line: 1>()
 ----> 1 from policyengine_uk import IndividualSim
       2 
       3 
diff --git a/searchindex.js b/searchindex.js
index 628d626ca..5761ca366 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["examples/income-sources", "index", "model/spi-validation", "model/validation", "programs/contrib/ubi-center/carbon-tax", "programs/gov/dcms/bbc/tv-licence", "programs/gov/dwp/PIP", "programs/gov/dwp/pension-credit", "programs/gov/dwp/universal-credit", "programs/gov/hmrc/child-benefit", "programs/gov/hmrc/fuel-duty", "programs/gov/hmrc/income-tax", "programs/gov/hmrc/national-insurance", "programs/gov/hmrc/stamp-duty", "programs/gov/ofgem/energy-price-guarantee", "programs/gov/revenue_scotland/land-and-buildings-transaction-tax", "programs/gov/wra/land-transaction-tax", "usage/getting-started"], "filenames": ["examples/income-sources.ipynb", "index.ipynb", "model/spi-validation.ipynb", "model/validation.ipynb", "programs/contrib/ubi-center/carbon-tax.ipynb", "programs/gov/dcms/bbc/tv-licence.ipynb", "programs/gov/dwp/PIP.ipynb", "programs/gov/dwp/pension-credit.ipynb", "programs/gov/dwp/universal-credit.ipynb", "programs/gov/hmrc/child-benefit.ipynb", "programs/gov/hmrc/fuel-duty.ipynb", "programs/gov/hmrc/income-tax.ipynb", "programs/gov/hmrc/national-insurance.ipynb", "programs/gov/hmrc/stamp-duty.ipynb", "programs/gov/ofgem/energy-price-guarantee.ipynb", "programs/gov/revenue_scotland/land-and-buildings-transaction-tax.ipynb", "programs/gov/wra/land-transaction-tax.ipynb", "usage/getting-started.ipynb"], "titles": ["Pensioner income sources", "PolicyEngine-UK", "Validation against the Survey of Personal Incomes", "Validation", "Carbon taxes", "TV Licence", "Personal Independence Payment (PIP)", "Pension Credit", "Universal Credit", "Child Benefit", "Fuel Duty", "Income Tax", "National Insurance", "Stamp Duty Land Tax", "Energy Price Cap", "Land and Buildings Transaction Tax", "Land Transaction Tax", "Getting started"], "terms": {"The": [0, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "chart": [0, 3, 6, 7, 8, 11, 12, 13, 14, 15, 16], "below": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17], "figur": [0, 3, 11], "12": [0, 1, 2, 3, 7, 9, 10, 11, 13, 15, 16], "from": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "2022": [0, 6, 7, 8, 9, 10, 11, 14, 17], "hbai": 0, "public": [0, 11, 14], "show": [0, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "distribut": 0, "each": [0, 1, 2, 4, 5, 8, 9, 11, 12, 13, 14, 15, 16], "decil": 0, "household": [0, 2, 3, 4, 5, 13, 14, 15], "we": [0, 1, 2, 4, 5, 9, 13, 14, 15, 16, 17], "can": [0, 1, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17], "reproduc": [0, 17], "thi": [0, 1, 2, 4, 5, 6, 7, 9, 10, 11, 12, 14, 17], "policyengin": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 17], "us": [0, 1, 2, 4, 5, 9, 10, 11, 14, 17], "code": [0, 1, 17], "policyengine_uk": [0, 1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "import": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "microsimul": [0, 1, 2, 3, 4, 14], "panda": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "pd": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "sim": [0, 1, 3, 9, 13, 14, 15, 17], "is_pensioner_household": 0, "calcul": [0, 1, 2, 3, 4, 7, 9, 11, 12, 13, 14, 15, 17], "is_sp_ag": 0, "map_to": [0, 1, 3], "0": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17], "is_child": 0, "household_benefit": 0, "household_pens": 0, "pension_incom": 0, "household_investment_incom": 0, "capital_incom": 0, "household_earn": 0, "employment_incom": [0, 11, 17], "self_employment_incom": 0, "total_incom": 0, "household_market_incom": 0, "equivalised_incom": 0, "equiv_household_net_incom": 0, "household_count_peopl": 0, "peopl": [0, 1, 8, 11, 12, 13, 15, 17], "weight": 0, "valu": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "household_income_decil": 0, "decile_rank": 0, "income_source_decod": 0, "earn": [0, 4, 9, 11, 12], "invest": [0, 2], "state": [0, 7, 12], "support": [0, 3, 6, 7, 8], "income_sourc": 0, "rang": [0, 3, 5, 9, 11, 12, 14], "1": [0, 1, 2, 3, 4, 5, 9, 11, 12, 13, 14, 15, 16, 17], "11": [0, 1, 5, 8, 11, 12, 15, 16], "in_decil": 0, "cumulative_incom": 0, "append": [0, 6, 7, 8, 11, 12, 13, 15, 16], "income_source_valu": 0, "sum": [0, 1, 3, 9, 14, 17], "add": [0, 15, 16], "other": [0, 2, 4, 5, 6, 9, 10, 11, 17], "df": [0, 1, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16], "datafram": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "order": [0, 5, 15], "categor": 0, "sort_valu": [0, 1, 3, 4, 5, 9, 10, 13], "ascend": [0, 1, 4], "true": [0, 3, 10, 11, 12, 13, 15], "fals": [0, 1, 3, 4, 12], "plotli": [0, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16], "express": [0, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16], "px": [0, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16], "policyengine_cor": [0, 3, 6, 7, 8, 11, 12, 13, 15, 16, 17], "format_fig": [0, 3, 6, 7, 8, 11, 12, 13, 15, 16], "fig": [0, 3, 6, 7, 8, 11, 12, 13, 15, 16], "bar": [0, 3, 4, 13, 14], "x": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], "y": [0, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16], "color": [0, 3, 6, 7, 8, 12, 13, 15, 16], "update_layout": [0, 3, 4, 6, 7, 8, 10, 12, 13, 14, 15, 16], "height": [0, 4, 10, 13, 14], "600": [0, 4, 10, 14, 15], "width": [0, 4, 10, 14], "800": [0, 4, 10, 14], "No": [0, 3], "gap": [0, 12], "bargap": 0, "yaxi": 0, "dict": [0, 11, 12, 13, 15], "tickformat": [0, 13, 15], "titl": [0, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], "percentag": [0, 2, 11], "tickval": 0, "2": [0, 1, 2, 3, 4, 5, 9, 11, 12, 13, 14, 15, 16], "3": [0, 1, 2, 3, 5, 9, 11, 12, 13, 14, 16, 17], "4": [0, 1, 2, 5, 9, 11, 12, 13, 16], "5": [0, 1, 2, 3, 5, 9, 10, 11, 13, 15, 16], "6": [0, 1, 3, 5, 11, 13, 14, 15, 16], "7": [0, 1, 2, 4, 5, 9, 11, 13, 16, 17], "8": [0, 1, 2, 5, 11, 12, 13, 15], "9": [0, 1, 5, 11, 13, 16], "xaxi": 0, "list": [0, 5, 9], "book": 1, "contain": [1, 2], "an": [1, 2, 6, 7, 9, 11, 12, 13, 14, 15, 16, 17], "introduct": 1, "model": [1, 3, 4, 5, 10, 11, 14, 17], "tax": [1, 2, 3, 5, 8, 9, 10, 12, 17], "benefit": [1, 3, 4, 6, 7, 8, 11, 12, 17], "It": [1, 2, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17], "current": [1, 5, 13, 15, 16], "work": [1, 3, 6, 7, 8, 9, 11, 17], "progress": 1, "mai": [1, 2, 5, 6, 7, 13, 15, 16], "ad": [1, 11, 15], "system": [1, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17], "which": [1, 2, 4, 7, 9, 14, 15], "variabl": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 15, 16, 17], "over": [1, 6, 7, 8, 9, 12, 13, 15, 16, 17], "entiti": 1, "given": 1, "polici": [1, 5, 13, 15, 16], "paramet": [1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "structur": [1, 2, 11, 15, 16], "In": [1, 2, 4, 5, 10, 15], "practic": [1, 11], "give": 1, "two": [1, 2, 5, 6, 7, 13, 17], "main": [1, 2, 6, 7, 9, 12, 13, 17], "statist": [1, 2, 3, 9, 17], "under": [1, 7, 13, 15], "law": [1, 11], "simul": [1, 2, 4, 5, 9, 13, 15], "effect": [1, 5, 11, 13, 15], "potenti": [1, 4, 5], "new": 1, "chang": [1, 5, 10, 13, 15, 16, 17], "legisl": 1, "re": [1, 16, 17], "grate": 1, "ukmod": [1, 3], "team": 1, "publish": 1, "descript": 1, "our": [1, 2, 17], "abil": [1, 6], "refer": [1, 5, 9, 11, 12, 13], "acceler": 1, "openfisca": [1, 17], "s": [1, 2, 3, 4, 6, 7, 8, 9, 11, 12, 14, 15, 16, 17], "develop": [1, 17], "maintain": 1, "manag": [1, 6], "centr": 1, "analysi": 1, "institut": 1, "social": [1, 6, 9, 11, 12], "econom": 1, "research": [1, 14, 17], "iser": 1, "univers": [1, 3, 9], "essex": 1, "exampl": [1, 11, 17], "output": [1, 2], "ar": [1, 2, 3, 4, 5, 6, 8, 9, 11, 13, 14, 15, 16, 17], "run": [1, 2, 4], "automat": [1, 17], "version": 1, "total": [1, 2, 4, 7, 13, 14, 15], "incom": [1, 3, 4, 7, 8, 9, 12, 14, 17], "nation": [1, 3, 4], "insur": [1, 3], "liabil": [1, 11], "region": [1, 5, 15], "done": 1, "follow": [1, 5, 8, 11, 13, 14, 17], "national_insur": [1, 12], "income_tax": [1, 3, 11, 17], "summari": 1, "groupbi": 1, "calc": [1, 9, 14], "person": [1, 5, 7, 11, 13, 15, 17], "appli": [1, 7, 11, 13, 15, 16, 17], "lambda": [1, 5, 9, 15], "round": [1, 2, 11], "1e9": [1, 3, 14, 17], "1e6": 1, "column": [1, 3, 6, 7, 8], "bn": [1, 3, 14, 17], "popul": [1, 2, 5], "million": 1, "south_east": 1, "28": [1, 3, 8], "london": 1, "10": [1, 2, 3, 6, 9, 10, 11, 13, 15, 16], "35": [1, 3, 7], "north_west": 1, "18": [1, 3, 9, 11, 15], "east_of_england": 1, "25": [1, 3, 5, 6, 8, 9, 11, 17], "west_midland": 1, "south_west": 1, "20": [1, 4, 6, 8, 9, 11, 17], "yorkshir": 1, "scotland": [1, 15], "13": [1, 9, 11, 13, 14], "east_midland": 1, "14": [1, 3, 9, 11, 12, 16], "wale": [1, 16], "north_east": 1, "northern_ireland": 1, "name": [1, 3, 6, 7, 8, 9, 11, 13, 15, 17], "increas": [1, 4, 9, 14, 17], "basic": [1, 3, 11, 17], "rate": [1, 3, 5, 9, 11, 12, 14, 17], "23": [1, 6, 10, 11, 17], "model_api": [1, 17], "def": [1, 3, 9, 11, 17], "change_tax_paramet": 1, "gov": [1, 2, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "hmrc": [1, 2, 9, 10, 11, 12, 13, 17], "bracket": [1, 11, 13, 15, 16], "updat": [1, 10, 17], "period": [1, 2, 3, 14, 17], "year": [1, 2, 3, 5, 6, 7, 8, 9, 13, 14, 17], "2019": [1, 5, 6, 7, 8, 9, 10, 11, 17], "return": [1, 2, 3, 9, 11, 17], "class": [1, 12, 17], "self": [1, 3, 12, 17], "modify_paramet": [1, 17], "revenu": [1, 2, 5, 11, 13, 15, 16, 17], "f": [1, 3, 5, 9, 12, 14, 17], "1e": 1, "1bn": 1, "To": [2, 11, 17], "ensur": [2, 7, 11], "accuraci": 2, "precis": 2, "free": [2, 3, 5, 17], "open": 2, "sourc": [2, 11], "exist": [2, 4, 8, 11], "extern": [2, 17], "dataset": [2, 3, 4, 17], "process": 2, "involv": 2, "take": [2, 9, 17], "meant": 2, "repres": [2, 7], "particular": [2, 15, 16], "slice": 2, "british": [2, 5], "societi": 2, "load": [2, 4], "input": [2, 4], "individu": [2, 6, 7, 8, 11], "employ": [2, 3, 8, 11, 12], "data": [2, 3, 4, 9, 11, 12, 13, 15, 17], "compar": [2, 6, 9], "theirs": 2, "effort": [2, 4], "find": [2, 13, 14], "between": [2, 11, 14], "post": 2, "ll": [2, 17], "describ": [2, 9], "newli": 2, "releas": [2, 9], "spi": [2, 17], "2020": [2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 16, 17], "21": [2, 6, 9, 11, 17], "comprehens": [2, 11], "produc": [2, 4, 11, 14], "hm": [2, 13], "custom": [2, 11, 13], "provid": [2, 5, 6, 7, 8, 9, 11], "detail": [2, 4, 11], "inform": [2, 6], "financi": [2, 6, 7, 8], "base": [2, 4, 5, 6, 7, 8, 11, 12, 15, 16], "sampl": 2, "record": [2, 5, 12], "among": 2, "most": [2, 3, 9, 17], "level": [2, 5, 6, 7, 11, 14], "treasuri": 2, "member": [2, 9, 13, 15, 17], "parliament": [2, 11], "chose": 2, "report": [2, 3, 9, 14], "amount": [2, 6, 7, 8, 9, 11, 14], "do": [2, 6, 8, 17], "so": [2, 17], "first": [2, 4, 8, 13, 15, 16, 17], "remov": [2, 5], "composit": 2, "smaller": 2, "group": [2, 3, 11, 13], "collect": [2, 4, 5, 7, 13], "onli": [2, 4, 5, 9, 10, 13, 15, 17], "emploi": [2, 3, 12], "within": [2, 7], "wide": 2, "its": [2, 4, 5], "cannot": [2, 9], "correctli": 2, "comput": [2, 11, 17], "770": 2, "observ": 2, "around": [2, 6, 17], "treat": 2, "relev": 2, "categoris": 2, "logarithm": 2, "how": [2, 9, 11, 17], "close": [2, 3], "match": [2, 3], "due": [2, 6, 8, 13, 15, 16], "differ": [2, 6, 8, 11, 13, 14, 15, 16], "final": [2, 17], "displai": [2, 11], "tabl": [2, 4, 5, 6, 7, 8, 9, 10, 11, 12], "error": [2, 3], "all": [2, 12, 17], "92": [2, 6, 7, 8, 9], "100": [2, 4, 5, 6, 7], "93": 2, "000": [2, 4, 11, 13, 15, 16], "98": [2, 3], "For": [2, 14, 17], "includ": [2, 6, 7, 8, 11, 12, 13, 15, 16], "view": 2, "robust": 2, "demonstr": 2, "remain": 2, "where": 2, "believ": 2, "attribut": [2, 11], "factor": [2, 11, 13], "sometim": 2, "addit": [2, 3, 6, 7, 8, 9, 11, 12, 13, 15, 16], "avail": [2, 17], "lead": [2, 5], "At": 2, "time": [2, 6, 7, 8, 12, 13, 15, 16, 17], "wai": [2, 4, 17], "complic": 2, "further": [2, 6, 10], "four": [2, 12], "cluster": 2, "appear": 2, "case": [2, 17], "transfer": [2, 15, 16], "portion": 2, "allow": [2, 3, 8, 9, 11], "spous": 2, "part": [2, 9, 13], "marriag": [2, 11], "becaus": 2, "doe": [2, 5, 9], "indic": [2, 17], "subsequ": [2, 13], "lower": [2, 3, 6, 11, 12, 14], "driven": 2, "much": 2, "37": [2, 3, 7], "998": 2, "receiv": [2, 6], "less": [2, 4, 6, 13], "than": [2, 3, 4, 13, 14, 15, 16], "annual": [2, 5, 9, 11, 12, 14], "non": [2, 4, 13, 15, 16], "resid": [2, 15], "taxat": [2, 11], "purpos": 2, "situat": [2, 11, 13, 15, 17], "even": 2, "though": [2, 11], "would": [2, 5, 17], "project": 2, "full": [2, 4, 5, 17], "500": [2, 8, 11, 13, 16], "publicli": 2, "statu": 2, "054": 2, "both": [2, 4, 11, 13, 15, 16], "same": [2, 6, 17], "taxabl": [2, 11], "save": [2, 7, 11, 17], "ani": [2, 5, 17], "form": [2, 4], "classifi": 2, "e": [2, 4, 14], "g": [2, 4], "interest": [2, 11], "secur": [2, 6, 9, 11, 12], "thei": [2, 4, 6, 7, 8, 11, 14], "ow": 2, "more": [2, 6, 13, 15, 17], "276": 2, "taper": [2, 11], "who": [2, 5, 6, 7, 8, 12], "claim": [2, 5], "gift": 2, "aid": [2, 6], "signifi": 2, "deduct": [2, 11, 12], "donat": [2, 11], "while": [2, 5, 7, 11], "elig": [2, 5, 6, 7, 11, 13, 15], "738": 2, "high": [2, 9, 11], "accord": [2, 12], "almost": 2, "some": [2, 6, 7, 8, 17], "limit": [2, 8, 9, 12], "scope": 2, "often": [2, 12, 13], "either": 2, "testabl": 2, "ha": [2, 4, 9, 12, 13, 17], "made": [2, 12], "exercis": 2, "build": 2, "upon": 2, "previou": 2, "autumn": [2, 10], "2023": [2, 3, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17], "calibr": [2, 3, 17], "welcom": 2, "question": 2, "comment": 2, "methodolog": [2, 12, 14], "pleas": [2, 17], "feel": 2, "get": [2, 6, 12, 14, 15, 16], "touch": [2, 17], "http": [2, 5], "europa": 2, "eu": 2, "local": 2, "en": 2, "www": 2, "govern": [2, 10, 11, 13, 15, 16], "2021": [2, 5, 6, 7, 8, 9, 10, 11, 17], "offici": 3, "consumpt": [3, 4, 14, 17], "wealth": [3, 17], "taken": 3, "26": [3, 5, 11], "countri": 3, "ukmod_caseload": 3, "best": 3, "start": [3, 15, 16], "grant": [3, 17], "food": [3, 4], "32": [3, 7, 8], "16": [3, 9, 11, 15, 16], "63": [3, 8], "73": [3, 5, 8], "79": [3, 5], "78": [3, 5], "76": [3, 5, 8], "child": [3, 7, 8, 11], "c": [3, 14], "12226": 3, "12047": 3, "11368": 3, "11136": 3, "11074": 3, "11036": 3, "10928": 3, "6828": 3, "6720": 3, "6421": 3, "6280": 3, "6241": 3, "6217": 3, "6154": 3, "credit": [3, 5, 6, 9], "1567": 3, "1060": 3, "814": 3, "658": 3, "380": 3, "council": 3, "reduct": [3, 10, 11], "h": [3, 12, 13], "5876": 3, "5759": 3, "5257": 3, "5301": 3, "5381": 3, "5424": 3, "5451": 3, "ib": 3, "734": 3, "647": 3, "454": 3, "368": 3, "189": 3, "school": 3, "meal": 3, "2940": 3, "2905": 3, "2956": 3, "2978": 3, "3004": 3, "3038": 3, "3092": 3, "healthi": 3, "444": 3, "429": 3, "337": 3, "340": 3, "357": 3, "350": 3, "348": 3, "hous": [3, 4, 8], "2478": 3, "2185": 3, "2068": 3, "1873": 3, "1561": 3, "1192": 3, "1183": 3, "890": 3, "752": 3, "609": 3, "482": 3, "258": 3, "jobseek": [3, 8], "cb": 3, "pension": [3, 5, 6, 8, 11, 12], "1379": 3, "1252": 3, "1357": 3, "1354": 3, "1366": 3, "cloth": [3, 4], "1200": 3, "1162": 3, "1029": 3, "1063": 3, "1105": 3, "1139": 3, "1126": 3, "scottish": [3, 15], "carer": [3, 7, 8], "supplement": [3, 11, 15], "i": [3, 5, 9, 12, 17], "44": 3, "52": [3, 5, 7], "payment": [3, 7, 8], "170": 3, "181": 3, "193": 3, "winter": 3, "heat": [3, 10], "assist": [3, 6, 7, 11], "sure": [3, 17], "matern": 3, "33": 3, "72": [3, 5], "77": [3, 5], "83": [3, 6], "85": [3, 6, 7, 8], "84": 3, "4038": 3, "4437": 3, "4337": 3, "4855": 3, "5746": 3, "6572": 3, "6508": 3, "fuel": 3, "11998": 3, "11435": 3, "11239": 3, "cap": 3, "47": [3, 7], "36": [3, 7], "22": [3, 5, 6, 11, 17], "169": 3, "166": 3, "108": 3, "102": 3, "28797": 3, "29579": 3, "31467": 3, "32495": 3, "32902": 3, "33134": 3, "33396": 3, "22815": 3, "23039": 3, "23776": 3, "24076": 3, "24285": 3, "24296": 3, "24326": 3, "higher": [3, 6, 9, 11, 13, 15, 16], "3652": 3, "4110": 3, "5160": 3, "5457": 3, "5562": 3, "5740": 3, "5942": 3, "219": 3, "273": 3, "425": 3, "816": 3, "831": 3, "859": 3, "892": 3, "nic": [3, 12], "employe": [3, 12], "22074": 3, "22960": 3, "23024": 3, "22953": 3, "22987": 3, "23088": 3, "23195": 3, "1194": 3, "2271": 3, "2613": 3, "2601": 3, "2696": 3, "2721": 3, "22504": 3, "23266": 3, "24183": 3, "24380": 3, "24442": 3, "24490": 3, "24534": 3, "ukmod_expenditur": 3, "41": 3, "45": [3, 5, 6, 8, 9, 10], "42": [3, 7], "11098": 3, "10899": 3, "10588": 3, "11357": 3, "11898": 3, "11874": 3, "11742": 3, "8643": 3, "5767": 3, "4703": 3, "4034": 3, "2343": 3, "7558": 3, "7707": 3, "7503": 3, "7867": 3, "8252": 3, "8600": 3, "8949": 3, "5305": 3, "4579": 3, "3330": 3, "2958": 3, "1672": 3, "3968": 3, "3909": 3, "4087": 3, "4501": 3, "4757": 3, "4878": 3, "4968": 3, "126": [3, 7, 8], "167": 3, "133": [3, 7], "134": 3, "140": [3, 7], "136": 3, "11004": 3, "10127": 3, "9712": 3, "8969": 3, "7409": 3, "5471": 3, "5431": 3, "3411": 3, "2873": 3, "2452": 3, "2170": 3, "1268": 3, "233": 3, "234": 3, "99": 3, "109": 3, "115": 3, "116": 3, "4370": 3, "3831": 3, "4355": 3, "4768": 3, "5043": 3, "5124": 3, "5258": 3, "284": 3, "275": 3, "248": 3, "279": 3, "303": 3, "320": 3, "316": 3, "30": [3, 6, 7, 9, 11, 13, 15, 17], "31": [3, 8], "29": [3, 7], "24": [3, 6, 9, 11], "210": 3, "399": 3, "435": 3, "446": 3, "434": 3, "17": [3, 7, 11], "40": [3, 6, 7, 9, 13, 17], "43": 3, "38122": 3, "39612": 3, "37137": 3, "43736": 3, "53918": 3, "61863": 3, "61072": 3, "1990": 3, "1916": 3, "1903": 3, "190": 3, "308": 3, "95": [3, 7, 9], "46": 3, "687": 3, "646": 3, "260": 3, "230": 3, "362": 3, "319": 3, "149405": 3, "164580": 3, "205344": 3, "235819": 3, "240776": 3, "246492": 3, "254345": 3, "60906": 3, "63871": 3, "68330": 3, "71151": 3, "71947": 3, "72366": 3, "73341": 3, "61991": 3, "69490": 3, "89864": 3, "88729": 3, "90784": 3, "93507": 3, "97261": 3, "21054": 3, "25370": 3, "39717": 3, "65776": 3, "67352": 3, "69688": 3, "72670": 3, "55301": 3, "60554": 3, "65668": 3, "61679": 3, "62486": 3, "63547": 3, "64992": 3, "3773": 3, "4152": 3, "5887": 3, "5493": 3, "5591": 3, "5698": 3, "5827": 3, "78664": 3, "86786": 3, "103914": 3, "103760": 3, "105282": 3, "107312": 3, "110101": 3, "numpi": 3, "np": 3, "arrai": [3, 17], "1e3": 3, "estim": [3, 4, 9, 14], "str": [3, 9], "2026": [3, 9, 10, 11], "fr": [3, 4, 14, 17], "loss": 3, "calibration_paramet": 3, "get_paramet": 3, "official_estim": 3, "01": [3, 5, 6, 7, 8, 9, 10, 11, 13], "program": [3, 7], "budgetary_impact": 3, "by_countri": 3, "united_kingdom": 3, "total_ni": 3, "universal_credit": [3, 8, 17], "great_britain": 3, "child_benefit": [3, 9], "tax_credit": 3, "housing_benefit": 3, "pension_credit": [3, 7], "enumer": 3, "concat": [3, 5, 6, 7, 8, 11, 13, 15], "text": [3, 14], "should": [3, 11, 17], "aggreg": [3, 4], "br": 3, "1f": [3, 14], "billion": 3, "index": [3, 6, 7, 8], "els": 3, "blue_colour_scal": 3, "grai": 3, "animation_fram": 3, "barmod": [3, 13], "orient": [3, 12, 13], "custom_data": 3, "color_discrete_map": 3, "blue_color_scal": 3, "against": [3, 5], "xaxis_titl": [3, 6, 7, 8, 10, 13, 14], "budgetari": [3, 5], "impact": [3, 5, 6], "yaxis_titl": [3, 6, 7, 8, 10, 14], "legend_titl": [3, 6, 7, 8, 15, 16], "xaxis_rang": 3, "300": [3, 7, 13], "update_trac": [3, 10, 12, 13, 14, 15, 16], "hovertempl": 3, "customdata": 3, "modulenotfounderror": 3, "traceback": [3, 9], "recent": [3, 9], "call": [3, 9, 15], "last": [3, 9], "tmp": [3, 9], "ipykernel_2267": 3, "1965604937": 3, "py": [3, 6, 7, 8, 9, 13, 15, 16], "cell": [3, 6, 7, 8, 9], "line": [3, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], "103": 3, "101": 3, "104": 3, "105": 3, "modul": 3, "A": 4, "levi": [4, 10, 11], "emiss": 4, "requir": [4, 5, 6, 11], "good": 4, "servic": [4, 5, 11], "design": [4, 6, 7, 8], "reduc": [4, 7, 11, 13], "dioxid": 4, "price": [4, 5, 13, 15, 16], "decreas": 4, "demand": 4, "incentiv": 4, "make": [4, 17], "them": [4, 17], "simplest": 4, "cover": [4, 6, 7, 8, 9, 11], "co": 4, "howev": [4, 13], "also": [4, 15, 16], "greenhous": 4, "gass": 4, "methan": 4, "nitrou": 4, "oxid": 4, "global": 4, "warm": 4, "rel": [4, 9, 14], "uk": [4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17], "co2": 4, "rather": 4, "product": [4, 5], "incid": 4, "owner": 4, "realiti": 4, "directli": [4, 12], "indirectli": 4, "pai": [4, 5, 11, 14, 16], "ownership": [4, 5], "share": 4, "pass": [4, 11, 17], "consum": [4, 14], "border": 4, "adjust": [4, 13, 15, 16], "assum": [4, 5], "depend": [4, 6, 13], "sector": 4, "elast": 4, "net": 4, "through": [4, 9], "step": 4, "famili": [4, 8, 9], "resourc": 4, "survei": [4, 9, 17], "receipt": 4, "demograph": 4, "Then": 4, "live": [4, 5, 6], "cost": [4, 5, 6, 8, 14], "granular": 4, "captur": 4, "imput": [4, 14, 17], "footprint": 4, "certain": [4, 11, 12, 13, 15, 16], "categori": [4, 11, 13], "associ": [4, 6], "pound": 4, "spent": 4, "after": 4, "integr": 4, "dispos": 4, "without": [4, 5], "alcohol": 4, "tobacco": 4, "footwear": 4, "commun": [4, 5], "educ": 4, "health": [4, 6], "furnish": 4, "water": 4, "electr": 4, "miscellan": 4, "recreat": 4, "restaur": 4, "hotel": 4, "transport": [4, 6], "7e": 4, "05": [4, 9, 13], "000262": 4, "000404": 4, "000241": 4, "000689": 4, "000656": 4, "000212": 4, "0012": 4, "000203": 4, "000185": 4, "000311": 4, "00107": 4, "tonn": 4, "per": [4, 5, 10, 17], "yaxis_ticksuffix": 4, "penc": [4, 10], "legal": [5, 6, 7, 8], "watch": 5, "channel": 5, "via": 5, "stream": 5, "bbc": 5, "iplay": 5, "devic": 5, "must": 5, "renew": 5, "gener": [5, 8, 13, 17], "fund": [5, 11, 12], "oper": [5, 9], "broadcast": 5, "corpor": [5, 13], "found": [5, 6, 7, 8, 9, 10, 11, 13, 15, 16], "dcm": 5, "tv_licenc": 5, "logic": [5, 6, 7, 8, 9, 10, 11, 13, 15, 16], "defin": [5, 6, 7, 8, 9, 13, 15, 16, 17], "televis": 5, "licens": 5, "regul": [5, 6, 7, 8, 9, 11, 13, 15, 16], "2004": 5, "clearli": 5, "outlin": [5, 11], "definit": 5, "function": 5, "colour": 5, "159": 5, "00": [5, 6, 7, 8, 9], "april": [5, 10, 15, 16], "programm": 5, "valid": 5, "fine": 5, "up": [5, 7, 9, 13, 15, 16], "1000": [5, 11], "plu": 5, "compens": 5, "There": [5, 9, 11, 15], "type": [5, 11, 12, 13, 15, 16], "blind": 5, "holder": 5, "appropri": 5, "evid": 5, "50": [5, 6, 7, 8, 9, 17], "discount": [5, 13], "ag": [5, 7, 8, 9, 11, 13, 15, 17], "75": [5, 6], "older": 5, "have": [5, 6, 7, 11, 17], "qualifi": [5, 6, 7, 8], "histor": [5, 10, 14], "countrytaxbenefitsystem": [5, 9, 10, 14, 15, 16], "date": [5, 6, 7, 8, 9, 10, 11, 14, 15], "instant_str": [5, 9, 10, 11, 13, 14], "values_list": [5, 9, 10, 11, 13, 14, 15, 16], "2f": [5, 9, 10, 17], "set_index": [5, 9, 10, 17], "2015": [5, 7, 9, 10, 11, 15], "147": 5, "2017": [5, 6, 7, 8, 9, 10, 11], "04": [5, 9, 10, 11, 12], "2018": [5, 6, 7, 8, 9, 10, 11, 16, 17], "150": [5, 7, 8, 13, 15], "154": 5, "157": 5, "evas": 5, "budgerati": 5, "reform": [5, 10], "here": [5, 12, 13, 15, 16, 17], "one": [5, 11], "hold": 5, "unchang": 5, "aged_discount": 5, "m": [5, 6, 7, 8, 13, 14], "91": 5, "68": 5, "reference_list_ad": 5, "org": 5, "focu": 5, "policyoutput": 5, "netincom": 5, "27903": 5, "timeperiod": 5, "baselin": [5, 17], "27083": 5, "19090": 5, "27909": 5, "len": [5, 11], "href": [5, 9], "df_aged_discount": 5, "minimum": [5, 7, 11], "age_list": 5, "70": [5, 6, 7, 9], "81": [5, 8], "min_ag": 5, "19": [5, 11, 17], "reference_list_minag": 5, "27932": 5, "27939": 5, "27941": 5, "27944": 5, "27947": 5, "27949": 5, "27951": 5, "27953": 5, "27955": 5, "27960": 5, "df_min_ag": 5, "fee_list": 5, "162": [5, 8], "licence_fe": 5, "reference_list_fe": 5, "27089": 5, "27087": 5, "26981": 5, "26983": 5, "df_licence_fe": 5, "df_reform": 5, "style": [5, 9], "format": [5, 9], "nbsp": [5, 9], "71": 5, "74": 5, "80": [5, 6, 7, 9], "158": 5, "160": [5, 8], "161": 5, "administ": [6, 7, 8, 9], "depart": [6, 7, 8], "dwp": [6, 7, 8], "unit": [6, 7, 8, 10, 11, 14, 17], "kingdom": [6, 7, 8], "long": 6, "term": 6, "condit": [6, 11], "disabl": [6, 7, 8], "help": [6, 7, 8, 11, 17], "recipi": 6, "extra": 6, "mean": [6, 7, 8, 9, 17], "test": [6, 7, 8, 9], "divid": [6, 13, 14], "compon": [6, 7, 8, 12], "daili": 6, "need": [6, 17], "activ": [6, 8], "assess": 6, "task": 6, "like": [6, 11, 17], "cook": 6, "dress": 6, "hygien": 6, "mobil": 6, "aim": [6, 8, 11], "face": 6, "challeng": 6, "relat": [6, 7, 8, 11], "expens": [6, 11], "could": [6, 17], "websit": [6, 7, 8], "award": 6, "extent": 6, "framework": [6, 7, 8], "primarili": [6, 7, 8, 9, 11, 12], "2013": [6, 8, 10, 15], "enhanc": [6, 17], "standard": [6, 8, 13], "These": [6, 7, 11], "determin": 6, "substanti": 6, "perform": 6, "sever": [6, 7, 8], "significantli": [6, 11], "affect": [6, 7], "carri": 6, "out": 6, "bath": 6, "medic": 6, "handl": 6, "financ": [6, 13], "care": 6, "still": [6, 7], "extens": [6, 17], "those": [6, 7], "moder": 6, "mani": 6, "enhanced_daili": 6, "daily_liv": 6, "standard_daili": 6, "element": [6, 7, 8, 9], "2016": [6, 7, 8, 9, 10, 11], "zip": [6, 7, 8, 11], "row": [6, 7, 8, 13, 15, 16], "new_row": [6, 7, 8], "merg": [6, 7, 8], "pivot_df": [6, 7, 8], "pivot": [6, 7, 8], "fillna": [6, 7, 8], "82": [6, 7], "55": [6, 9], "65": [6, 7], "60": [6, 7, 8, 9], "57": 6, "87": 6, "58": [6, 7, 8], "89": [6, 8], "15": [6, 9, 11, 12, 13], "59": 6, "61": 6, "yaxis_rang": [6, 7, 8], "yaxis_tickformat": [6, 7, 8, 10, 13, 14, 15, 16], "0f": [6, 7, 8, 14], "yaxis_tickprefix": [6, 7, 8, 10, 14], "signific": 6, "adapt": 6, "offer": [6, 11], "address": 6, "difficulti": 6, "enhanced_mobl": 6, "standard_mobl": 6, "62": 6, "64": [6, 7], "wa": [7, 8, 10, 14, 16], "introduc": [7, 8, 14], "combin": 7, "guarante": [7, 14], "intend": [7, 8], "reach": 7, "low": [7, 8], "top": [7, 13, 15, 16], "weekli": [7, 12], "vari": [7, 11, 15, 16], "circumst": [7, 8], "retir": 7, "modest": 7, "second": 7, "2002": 7, "act": [7, 9, 11, 12, 13, 15], "kei": [7, 8, 12], "adult": 7, "carer_addit": 7, "guarantee_credit": 7, "child_addit": 7, "disabled_child": 7, "severe_disabled_child": 7, "severe_dis": 7, "2024": [7, 8, 9, 10, 11], "53": 7, "34": 7, "02": [7, 13], "88": 7, "54": 7, "66": 7, "67": [7, 8], "38": 7, "56": 7, "69": 7, "48": 7, "threshold": [7, 9, 11, 12, 13, 15, 16], "coupl": [7, 11], "If": [7, 17], "fall": [7, 11], "becom": 7, "exce": [7, 11, 15, 16], "singl": 7, "similar": [7, 15, 16], "maximum": 7, "asset": 7, "being": 7, "entitl": [7, 9], "threshold_singl": 7, "savings_credit": 7, "threshold_coupl": 7, "201": 7, "212": 7, "97": 7, "218": 7, "137": 7, "223": 7, "229": 7, "144": 7, "239": 7, "244": [7, 8], "153": 7, "uc": 8, "replac": [8, 15, 16], "six": 8, "legaci": 8, "jsa": 8, "seek": 8, "esa": 8, "unabl": 8, "ill": 8, "ctc": 8, "respons": 8, "children": [8, 9], "gear": 8, "toward": 8, "claimant": 8, "rent": [8, 13, 15, 16], "consist": 8, "variou": [8, 11, 13], "capabl": 8, "carer_amount": 8, "child_amount": 8, "disabled_amount": 8, "disabled_child_amount": 8, "higher_amount": 8, "39": 8, "231": 8, "315": 8, "277": 8, "08": [8, 13], "151": 8, "318": 8, "156": 8, "328": 8, "336": 8, "235": 8, "341": 8, "128": 8, "281": 8, "163": 8, "237": 8, "343": 8, "282": 8, "168": 8, "354": 8, "132": 8, "290": 8, "185": 8, "86": 8, "269": 8, "390": 8, "06": [8, 11, 12], "146": 8, "impos": [9, 10, 13, 15, 16], "charg": [9, 11, 14, 15], "highest": 9, "parent": 9, "recoup": 9, "contribut": [9, 11, 12], "1992": [9, 11, 12], "ix": 9, "core": 9, "prescrib": 9, "2006": 9, "reg": 9, "amend": [9, 16], "guardian": 9, "eldest": 9, "number": 9, "unlik": 9, "try": 9, "metadata": [9, 11, 12, 15, 16], "except": 9, "2007": [9, 11], "09": 9, "b": [9, 14], "2009": 9, "2010": [9, 10, 11], "2014": 9, "07": [9, 10], "90": 9, "2025": [9, 10, 11], "size": [9, 10], "individualsim": 9, "get_cb_for_n_children": 9, "n": [9, 12], "add_person": 9, "add_benunit": 9, "map": 9, "importerror": 9, "ipykernel_2447": 9, "935488397": 9, "home": [9, 13, 15], "runner": 9, "__init__": 9, "microdata": 9, "preserv": 9, "takeup": [9, 11], "central": [9, 11], "august": 9, "commentari": 9, "administr": [9, 11, 15, 16], "held": 9, "sale": 10, "mainli": 10, "petrol": 10, "diesel": 10, "vehicl": 10, "purchas": [10, 13, 15, 16], "fuel_duti": 10, "sold": 10, "usual": 10, "spring": 10, "budget": 10, "alongsid": 10, "march": 10, "announc": 10, "cut": 10, "month": [10, 14], "extend": 10, "befor": [10, 11], "had": 10, "been": 10, "frozen": 10, "5795": 10, "litr": 10, "sinc": [10, 14], "graph": [10, 13], "petrol_and_diesel": 10, "inplac": [10, 13], "571900": 10, "581900": 10, "2011": 10, "589500": 10, "03": [10, 13], "579500": 10, "2012": 10, "609700": 10, "529500": 10, "583879": 10, "583909": 10, "592897": 10, "596999": 10, "603298": 10, "2027": [10, 11], "599042": 10, "609043": 10, "614374": 10, "621257": 10, "2028": [10, 11], "617539": 10, "giesel": 10, "color_discrete_sequ": [10, 14], "2c6496": [10, 14], "xaxis_tickformat": [10, 14], "templat": [10, 14], "plotly_whit": [10, 14], "update_xax": [10, 13, 15], "tickangl": 10, "tickfont": 10, "line_shap": [10, 12, 13, 14, 15, 16], "hv": [10, 12, 13, 14, 15, 16], "busi": 11, "primari": [11, 12, 15, 16], "expenditur": 11, "specif": [11, 13, 17], "properti": [11, 13, 15, 16], "dividend": 11, "criteria": 11, "aris": 11, "when": [11, 13, 15, 16], "met": 11, "fluctuat": 11, "influenc": 11, "applic": [11, 12], "respect": 11, "moreov": 11, "distinct": 11, "relief": [11, 13, 15, 16], "promot": 11, "behavior": 11, "burden": 11, "provis": 11, "charit": 11, "ground": 11, "secondari": [11, 13, 15], "guidanc": 11, "issu": [11, 15], "her": 11, "majesti": 11, "ita": 11, "piec": 11, "consolid": 11, "statut": 11, "aspect": 11, "serv": 11, "foundat": [11, 14], "matter": 11, "chargeabl": 11, "gain": 11, "tcga": 11, "focus": 11, "capit": 11, "intersect": 11, "particularli": 11, "realm": 11, "2003": [11, 13], "itepa": 11, "rule": [11, 13, 15, 16], "approach": 11, "area": 11, "manual": 11, "guid": 11, "taxpay": 11, "understand": 11, "compli": 11, "complex": 11, "insight": [11, 14], "interpret": 11, "clariti": 11, "navig": 11, "landscap": 11, "seri": 11, "calculate_tax": 11, "dividend_incom": 11, "savings_interest_incom": 11, "dividend_income_tax": 11, "savings_income_tax": 11, "person1": 11, "person2": 11, "person3": 11, "person4": 11, "person5": 11, "50000": 11, "60000": 11, "70000": 11, "80000": 11, "90000": 11, "10000": 11, "15000": 11, "20000": 11, "25000": 11, "30000": 11, "5000": 11, "emp_incom": 11, "div_incom": 11, "sav_incom": 11, "div_tax": 11, "sav_tax": 11, "11932": 11, "2700": 11, "1746": 11, "19619": 11, "4387": 11, "3800": 11, "28307": 11, "6075": 11, "5800": 11, "39994": 11, "7762": 11, "7800": 11, "47710": 11, "9450": 11, "9800": 11, "default": [11, 17], "annual_allow": 11, "reduction_r": 11, "annual_allowance_data": 11, "max": [11, 13, 15, 16], "marriage_allow": 11, "rounding_incr": 11, "takeup_r": 11, "marriage_allowance_data": 11, "increment": 11, "deduction_r": 11, "married_couples_allow": 11, "married_couples_allowance_data": 11, "marri": 11, "personal_allow": 11, "item": 11, "personal_allowance_data": 11, "addtional_threshold": 11, "personal_savings_allow": 11, "basic_threshold": 11, "higher_threshold": 11, "personal_savings_allowance_data": 11, "addtion": 11, "dividend_allow": 11, "dividend_allowance_data": 11, "property_allow": 11, "property_allowance_data": 11, "trading_allow": 11, "trading_allowance_data": 11, "trade": 11, "annual_allowance_df": 11, "marriage_allowance_df": 11, "married_couples_allowance_df": 11, "personal_allowance_df": 11, "personal_savings_allowance_df": 11, "dividend_allowance_df": 11, "property_allowance_df": 11, "trading_allowance_df": 11, "income_tax_allowance_df": 11, "ignore_index": 11, "40000": [11, 13], "00000": 11, "currenc": 11, "gbp": 11, "4000": 11, "margin": [11, 13, 15, 16], "240000": 11, "2000": 11, "12819": 11, "79418": 11, "12570": 11, "12500": 11, "11850": 11, "11500": 11, "10600": 11, "2005": 11, "27": 11, "illustr": 11, "implement": 11, "conduct": 11, "fix": 11, "200": 11, "10_000": 11, "ax": [11, 13, 15], "min": [11, 13, 15], "200_000": 11, "count": [11, 13, 15], "1_000": [11, 13, 15], "vs": 11, "label": [11, 12, 13, 15, 16, 17], "welfar": 12, "overview": 12, "ni": 12, "paid": 12, "wage": 12, "profit": 12, "abov": [12, 17], "voluntari": 12, "want": [12, 17], "fill": 12, "separ": [12, 13], "tabul": 12, "basi": 12, "monthli": [12, 14], "flat": 12, "deriv": 12, "minu": 12, "upper": 12, "small": 12, "amp": 12, "fl": 12, "cla": 12, "threshold_paramet": 12, "class_1": 12, "lower_earnings_limit": 12, "primary_threshold": 12, "upper_earnings_limit": 12, "secondary_threshold": 12, "class_2": 12, "small_profits_threshold": 12, "class_4": 12, "lower_profits_limit": 12, "upper_profits_limit": 12, "rate_paramet": 12, "param": [12, 15, 16], "get_descend": 12, "isinst": 12, "instant": 12, "instant_valu": 12, "is_threshold": 12, "put": 12, "legend": [12, 13], "bottom": [12, 13, 17], "yanchor": [12, 13], "xanchor": [12, 13], "right": [12, 13, 15], "don": 12, "t": 12, "plot": [12, 13, 15, 16], "rental": 13, "england": 13, "northern": 13, "ireland": 13, "residenti": [13, 15, 16], "commerci": [13, 15, 16], "stamp_duti": 13, "stamp_duty_land_tax": 13, "whether": 13, "buyer": [13, 15, 16], "exceed": 13, "band": [13, 15, 16], "125": 13, "inelig": 13, "250": [13, 15, 16], "925": 13, "market": 13, "exempt": 13, "residential_r": 13, "125000": 13, "5200000": 13, "residential_purchase_main_first": 13, "300000": 13, "500000": 13, "925000": 13, "1500000": 13, "residential_purchase_main_standard": 13, "250000": 13, "residential_purchase_addit": 13, "non_residential_r": 13, "150000": 13, "5000000": 13, "non_residential_purchas": 13, "df_list": 13, "xaxis_tickprefix": [13, 15, 16], "cliff": 13, "main_residential_property_purchased_is_first_hom": [13, 15], "main_residential_property_purchas": [13, 15], "5_000_000": [13, 15], "home_pric": [13, 15], "marginal_r": [13, 15], "subplot": [13, 15], "make_subplot": [13, 15], "left": [13, 15, 17], "col": [13, 15], "subplot_titl": [13, 15], "add_trac": [13, 15], "title_text": [13, 15], "tickprefix": [13, 15], "update_yax": [13, 15], "were": 13, "resident": 13, "stat": 13, "1000000": 13, "non_residenti": [13, 15, 16], "text_auto": 13, "textposit": [13, 14], "outsid": 13, "set": 14, "stand": 14, "supplier": 14, "ofgem": 14, "regularli": 14, "everi": 14, "q3": 14, "epg": 14, "subsidis": 14, "bill": 14, "subsidi": 14, "domest": 14, "lcf": 14, "uprat": 14, "forecast": 14, "cornwal": 14, "simpl": 14, "season": 14, "d": [14, 17], "multipli": 14, "energy_price_cap": 14, "energy_price_guarante": 14, "bdbdbd": 14, "averag": 14, "legend_title_text": 14, "mid": 14, "end": 14, "time_period": 14, "02d": 14, "epg_cost": 14, "monthly_epg_subsidi": 14, "cumul": 14, "cumsum": 14, "inlin": 14, "insid": 14, "texttempl": 14, "consult": 14, "firm": 14, "affili": 14, "analys": 14, "resolut": 14, "lbtt": 15, "stamp": [15, 16], "duti": [15, 16], "sdlt": [15, 16], "ltt": [15, 16], "leas": [15, 16], "revenue_scotland": 15, "specifi": 15, "additiion": 15, "dwell": 15, "result": 15, "waiv": 15, "175": 15, "325": 15, "750": [15, 16], "145": 15, "first_time_buyer_r": 15, "largest": [15, 16], "200000": [15, 16], "additional_residence_surcharg": 15, "df_secondari": 15, "loc": 15, "lbtt_sim": 15, "land_and_buildings_transaction_tax": 15, "welsh": 16, "author": 16, "wra": 16, "land_transaction_tax": 16, "origin": 16, "revis": 16, "But": [16, 17], "therefor": 16, "180": 16, "400": 16, "225": 16, "higher_r": 16, "larg": 17, "anyon": 17, "former": 17, "few": 17, "minut": 17, "setup": 17, "academ": 17, "nonprofit": 17, "bit": 17, "longer": 17, "you": 17, "fast": 17, "possibl": 17, "googl": 17, "colab": 17, "importantli": 17, "enabl": 17, "everyon": 17, "environ": 17, "troubl": 17, "fiddl": 17, "bad": 17, "python": 17, "instal": 17, "etc": 17, "snippet": 17, "export": 17, "policyengine_github_microdata_auth_token": 17, "your_token_if_running_microsimul": 17, "pip": 17, "packag": 17, "just": 17, "actual": 17, "30_000": 17, "benunit": 17, "3486": 17, "dtype": 17, "float32": 17, "now": 17, "let": 17, "document": 17, "excel": 17, "syntax": 17, "parameternod": 17, "increase_basic_r": 17, "baseline_income_tax": 17, "reformed_income_tax": 17, "print": 17, "rais": 17, "871": 17, "raw": 17, "file": 17, "easiest": 17, "download": 17, "ve": 17, "got": 17, "github": 17, "account": 17, "permiss": 17, "storag": 17, "classic": 17, "access": 17, "token": 17, "bash": 17, "shell": 17, "your_token_her": 17, "select": 17, "enhanced_fr": 17, "10304435685574": 17, "string": 17, "vat": 17, "option": 17, "frs_2018": 17, "frs_2019": 17, "frs_2020": 17, "frs_2021": 17, "frs_2022": 17, "raw_frs_2021": 17, "pooled_frs_2019_21": 17, "spi_enhanced_pooled_frs_2019_21": 17, "calibrated_spi_enhanced_pooled_frs_2019_21": 17, "spi_2020_21": 17, "exactli": 17, "household_net_incom": 17, "39bn": 17, "web": 17, "app": 17, "tool": 17, "scroll": 17, "down": 17, "section": 17, "see": 17}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"pension": [0, 7], "incom": [0, 2, 11], "sourc": 0, "policyengin": 1, "uk": [1, 2], "short": 1, "demo": 1, "baselin": 1, "estim": 1, "reform": [1, 17], "evalu": 1, "valid": [2, 3], "against": 2, "survei": 2, "person": [2, 6], "The": 2, "result": 2, "analys": [2, 17], "model": [2, 12], "discrep": 2, "conclus": 2, "carbon": 4, "tax": [4, 11, 13, 15, 16], "methodolog": [4, 11], "summari": 4, "appendix": [4, 11, 12], "intens": 4, "tv": 5, "licenc": 5, "legisl": [5, 6, 7, 8, 9, 11, 13, 15, 16], "fee": 5, "concess": 5, "microsimul": [5, 9, 17], "independ": 6, "payment": [6, 9], "pip": 6, "rate": [6, 7, 8, 10, 13, 15, 16], "chang": [6, 7, 8], "credit": [7, 8], "univers": 8, "child": 9, "benefit": 9, "level": [9, 17], "exampl": 9, "fuel": 10, "duti": [10, 13], "simul": [11, 17], "nation": 12, "insur": 12, "stamp": 13, "land": [13, 15, 16], "sdlt": 13, "statist": 13, "2019": 13, "2020": 13, "energi": 14, "price": 14, "cap": 14, "build": 15, "transact": [15, 16], "get": 17, "start": 17, "household": 17, "analysi": 17, "current": 17, "law": 17, "polici": 17, "set": 17, "up": 17, "run": 17}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx.ext.viewcode": 1, "sphinx": 56}})
\ No newline at end of file
+Search.setIndex({"docnames": ["examples/income-sources", "index", "model/spi-validation", "model/validation", "programs/contrib/ubi-center/carbon-tax", "programs/gov/dcms/bbc/tv-licence", "programs/gov/dwp/PIP", "programs/gov/dwp/pension-credit", "programs/gov/dwp/universal-credit", "programs/gov/hmrc/child-benefit", "programs/gov/hmrc/fuel-duty", "programs/gov/hmrc/income-tax", "programs/gov/hmrc/national-insurance", "programs/gov/hmrc/stamp-duty", "programs/gov/ofgem/energy-price-guarantee", "programs/gov/revenue_scotland/land-and-buildings-transaction-tax", "programs/gov/wra/land-transaction-tax", "usage/getting-started"], "filenames": ["examples/income-sources.ipynb", "index.ipynb", "model/spi-validation.ipynb", "model/validation.ipynb", "programs/contrib/ubi-center/carbon-tax.ipynb", "programs/gov/dcms/bbc/tv-licence.ipynb", "programs/gov/dwp/PIP.ipynb", "programs/gov/dwp/pension-credit.ipynb", "programs/gov/dwp/universal-credit.ipynb", "programs/gov/hmrc/child-benefit.ipynb", "programs/gov/hmrc/fuel-duty.ipynb", "programs/gov/hmrc/income-tax.ipynb", "programs/gov/hmrc/national-insurance.ipynb", "programs/gov/hmrc/stamp-duty.ipynb", "programs/gov/ofgem/energy-price-guarantee.ipynb", "programs/gov/revenue_scotland/land-and-buildings-transaction-tax.ipynb", "programs/gov/wra/land-transaction-tax.ipynb", "usage/getting-started.ipynb"], "titles": ["Pensioner income sources", "PolicyEngine-UK", "Validation against the Survey of Personal Incomes", "Validation", "Carbon taxes", "TV Licence", "Personal Independence Payment (PIP)", "Pension Credit", "Universal Credit", "Child Benefit", "Fuel Duty", "Income Tax", "National Insurance", "Stamp Duty Land Tax", "Energy Price Cap", "Land and Buildings Transaction Tax", "Land Transaction Tax", "Getting started"], "terms": {"The": [0, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "chart": [0, 3, 6, 7, 8, 11, 12, 13, 14, 15, 16], "below": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17], "figur": [0, 3, 11], "12": [0, 1, 2, 3, 7, 9, 10, 11, 13, 15, 16], "from": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "2022": [0, 6, 7, 8, 9, 10, 11, 14, 17], "hbai": 0, "public": [0, 11, 14], "show": [0, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "distribut": 0, "each": [0, 1, 2, 4, 5, 8, 9, 11, 12, 13, 14, 15, 16], "decil": 0, "household": [0, 2, 3, 4, 5, 13, 14, 15], "we": [0, 1, 2, 4, 5, 9, 13, 14, 15, 16, 17], "can": [0, 1, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17], "reproduc": [0, 17], "thi": [0, 1, 2, 4, 5, 6, 7, 9, 10, 11, 12, 14, 17], "policyengin": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 17], "us": [0, 1, 2, 4, 5, 9, 10, 11, 14, 17], "code": [0, 1, 17], "policyengine_uk": [0, 1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "import": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "microsimul": [0, 1, 2, 3, 4, 14], "panda": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "pd": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "sim": [0, 1, 3, 9, 13, 14, 15, 17], "is_pensioner_household": 0, "calcul": [0, 1, 2, 3, 4, 7, 9, 11, 12, 13, 14, 15, 17], "is_sp_ag": 0, "map_to": [0, 1, 3], "0": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17], "is_child": 0, "household_benefit": 0, "household_pens": 0, "pension_incom": 0, "household_investment_incom": 0, "capital_incom": 0, "household_earn": 0, "employment_incom": [0, 11, 17], "self_employment_incom": 0, "total_incom": 0, "household_market_incom": 0, "equivalised_incom": 0, "equiv_household_net_incom": 0, "household_count_peopl": 0, "peopl": [0, 1, 8, 11, 12, 13, 15, 17], "weight": 0, "valu": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "household_income_decil": 0, "decile_rank": 0, "income_source_decod": 0, "earn": [0, 4, 9, 11, 12], "invest": [0, 2], "state": [0, 7, 12], "support": [0, 3, 6, 7, 8], "income_sourc": 0, "rang": [0, 3, 5, 9, 11, 12, 14], "1": [0, 1, 2, 3, 4, 5, 9, 11, 12, 13, 14, 15, 16, 17], "11": [0, 1, 5, 8, 11, 12, 15, 16], "in_decil": 0, "cumulative_incom": 0, "append": [0, 6, 7, 8, 11, 12, 13, 15, 16], "income_source_valu": 0, "sum": [0, 1, 3, 9, 14, 17], "add": [0, 15, 16], "other": [0, 2, 4, 5, 6, 9, 10, 11, 17], "df": [0, 1, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16], "datafram": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "order": [0, 5, 15], "categor": 0, "sort_valu": [0, 1, 3, 4, 5, 9, 10, 13], "ascend": [0, 1, 4], "true": [0, 3, 10, 11, 12, 13, 15], "fals": [0, 1, 3, 4, 12], "plotli": [0, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16], "express": [0, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16], "px": [0, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16], "policyengine_cor": [0, 3, 6, 7, 8, 11, 12, 13, 15, 16, 17], "format_fig": [0, 3, 6, 7, 8, 11, 12, 13, 15, 16], "fig": [0, 3, 6, 7, 8, 11, 12, 13, 15, 16], "bar": [0, 3, 4, 13, 14], "x": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], "y": [0, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16], "color": [0, 3, 6, 7, 8, 12, 13, 15, 16], "update_layout": [0, 3, 4, 6, 7, 8, 10, 12, 13, 14, 15, 16], "height": [0, 4, 10, 13, 14], "600": [0, 4, 10, 14, 15], "width": [0, 4, 10, 14], "800": [0, 4, 10, 14], "No": [0, 3], "gap": [0, 12], "bargap": 0, "yaxi": 0, "dict": [0, 11, 12, 13, 15], "tickformat": [0, 13, 15], "titl": [0, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], "percentag": [0, 2, 11], "tickval": 0, "2": [0, 1, 2, 3, 4, 5, 9, 11, 12, 13, 14, 15, 16], "3": [0, 1, 2, 3, 5, 9, 11, 12, 13, 14, 16, 17], "4": [0, 1, 2, 5, 9, 11, 12, 13, 16], "5": [0, 1, 2, 3, 5, 9, 10, 11, 13, 15, 16], "6": [0, 1, 3, 5, 11, 13, 14, 15, 16], "7": [0, 1, 2, 4, 5, 9, 11, 13, 16, 17], "8": [0, 1, 2, 5, 11, 12, 13, 15], "9": [0, 1, 5, 11, 13, 16], "xaxi": 0, "list": [0, 5, 9], "book": 1, "contain": [1, 2], "an": [1, 2, 6, 7, 9, 11, 12, 13, 14, 15, 16, 17], "introduct": 1, "model": [1, 3, 4, 5, 10, 11, 14, 17], "tax": [1, 2, 3, 5, 8, 9, 10, 12, 17], "benefit": [1, 3, 4, 6, 7, 8, 11, 12, 17], "It": [1, 2, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17], "current": [1, 5, 13, 15, 16], "work": [1, 3, 6, 7, 8, 9, 11, 17], "progress": 1, "mai": [1, 2, 5, 6, 7, 13, 15, 16], "ad": [1, 11, 15], "system": [1, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17], "which": [1, 2, 4, 7, 9, 14, 15], "variabl": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 15, 16, 17], "over": [1, 6, 7, 8, 9, 12, 13, 15, 16, 17], "entiti": 1, "given": 1, "polici": [1, 5, 13, 15, 16], "paramet": [1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "structur": [1, 2, 11, 15, 16], "In": [1, 2, 4, 5, 10, 15], "practic": [1, 11], "give": 1, "two": [1, 2, 5, 6, 7, 13, 17], "main": [1, 2, 6, 7, 9, 12, 13, 17], "statist": [1, 2, 3, 9, 17], "under": [1, 7, 13, 15], "law": [1, 11], "simul": [1, 2, 4, 5, 9, 13, 15], "effect": [1, 5, 11, 13, 15], "potenti": [1, 4, 5], "new": 1, "chang": [1, 5, 10, 13, 15, 16, 17], "legisl": 1, "re": [1, 16, 17], "grate": 1, "ukmod": [1, 3], "team": 1, "publish": 1, "descript": 1, "our": [1, 2, 17], "abil": [1, 6], "refer": [1, 5, 9, 11, 12, 13], "acceler": 1, "openfisca": [1, 17], "s": [1, 2, 3, 4, 6, 7, 8, 9, 11, 12, 14, 15, 16, 17], "develop": [1, 17], "maintain": 1, "manag": [1, 6], "centr": 1, "analysi": 1, "institut": 1, "social": [1, 6, 9, 11, 12], "econom": 1, "research": [1, 14, 17], "iser": 1, "univers": [1, 3, 9], "essex": 1, "exampl": [1, 11, 17], "output": [1, 2], "ar": [1, 2, 3, 4, 5, 6, 8, 9, 11, 13, 14, 15, 16, 17], "run": [1, 2, 4], "automat": [1, 17], "version": 1, "total": [1, 2, 4, 7, 13, 14, 15], "incom": [1, 3, 4, 7, 8, 9, 12, 14, 17], "nation": [1, 3, 4], "insur": [1, 3], "liabil": [1, 11], "region": [1, 5, 15], "done": 1, "follow": [1, 5, 8, 11, 13, 14, 17], "national_insur": [1, 12], "income_tax": [1, 3, 11, 17], "summari": 1, "groupbi": 1, "calc": [1, 9, 14], "person": [1, 5, 7, 11, 13, 15, 17], "appli": [1, 7, 11, 13, 15, 16, 17], "lambda": [1, 5, 9, 15], "round": [1, 2, 11], "1e9": [1, 3, 14, 17], "1e6": 1, "column": [1, 3, 6, 7, 8], "bn": [1, 3, 14, 17], "popul": [1, 2, 5], "million": 1, "south_east": 1, "28": [1, 3, 8], "london": 1, "10": [1, 2, 3, 6, 9, 10, 11, 13, 15, 16], "35": [1, 3, 7], "north_west": 1, "18": [1, 3, 9, 11, 15], "east_of_england": 1, "25": [1, 3, 5, 6, 8, 9, 11, 17], "west_midland": 1, "south_west": 1, "20": [1, 4, 6, 8, 9, 11, 17], "yorkshir": 1, "scotland": [1, 15], "13": [1, 9, 11, 13, 14], "east_midland": 1, "14": [1, 3, 9, 11, 12, 16], "wale": [1, 16], "north_east": 1, "northern_ireland": 1, "name": [1, 3, 6, 7, 8, 9, 11, 13, 15, 17], "increas": [1, 4, 9, 14, 17], "basic": [1, 3, 11, 17], "rate": [1, 3, 5, 9, 11, 12, 14, 17], "23": [1, 6, 10, 11, 17], "model_api": [1, 17], "def": [1, 3, 9, 11, 17], "change_tax_paramet": 1, "gov": [1, 2, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "hmrc": [1, 2, 9, 10, 11, 12, 13, 17], "bracket": [1, 11, 13, 15, 16], "updat": [1, 10, 17], "period": [1, 2, 3, 14, 17], "year": [1, 2, 3, 5, 6, 7, 8, 9, 13, 14, 17], "2019": [1, 5, 6, 7, 8, 9, 10, 11, 17], "return": [1, 2, 3, 9, 11, 17], "class": [1, 12, 17], "self": [1, 3, 12, 17], "modify_paramet": [1, 17], "revenu": [1, 2, 5, 11, 13, 15, 16, 17], "f": [1, 3, 5, 9, 12, 14, 17], "1e": 1, "1bn": 1, "To": [2, 11, 17], "ensur": [2, 7, 11], "accuraci": 2, "precis": 2, "free": [2, 3, 5, 17], "open": 2, "sourc": [2, 11], "exist": [2, 4, 8, 11], "extern": [2, 17], "dataset": [2, 3, 4, 17], "process": 2, "involv": 2, "take": [2, 9, 17], "meant": 2, "repres": [2, 7], "particular": [2, 15, 16], "slice": 2, "british": [2, 5], "societi": 2, "load": [2, 4], "input": [2, 4], "individu": [2, 6, 7, 8, 11], "employ": [2, 3, 8, 11, 12], "data": [2, 3, 4, 9, 11, 12, 13, 15, 17], "compar": [2, 6, 9], "theirs": 2, "effort": [2, 4], "find": [2, 13, 14], "between": [2, 11, 14], "post": 2, "ll": [2, 17], "describ": [2, 9], "newli": 2, "releas": [2, 9], "spi": [2, 17], "2020": [2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 16, 17], "21": [2, 6, 9, 11, 17], "comprehens": [2, 11], "produc": [2, 4, 11, 14], "hm": [2, 13], "custom": [2, 11, 13], "provid": [2, 5, 6, 7, 8, 9, 11], "detail": [2, 4, 11], "inform": [2, 6], "financi": [2, 6, 7, 8], "base": [2, 4, 5, 6, 7, 8, 11, 12, 15, 16], "sampl": 2, "record": [2, 5, 12], "among": 2, "most": [2, 3, 9, 17], "level": [2, 5, 6, 7, 11, 14], "treasuri": 2, "member": [2, 9, 13, 15, 17], "parliament": [2, 11], "chose": 2, "report": [2, 3, 9, 14], "amount": [2, 6, 7, 8, 9, 11, 14], "do": [2, 6, 8, 17], "so": [2, 17], "first": [2, 4, 8, 13, 15, 16, 17], "remov": [2, 5], "composit": 2, "smaller": 2, "group": [2, 3, 11, 13], "collect": [2, 4, 5, 7, 13], "onli": [2, 4, 5, 9, 10, 13, 15, 17], "emploi": [2, 3, 12], "within": [2, 7], "wide": 2, "its": [2, 4, 5], "cannot": [2, 9], "correctli": 2, "comput": [2, 11, 17], "770": 2, "observ": 2, "around": [2, 6, 17], "treat": 2, "relev": 2, "categoris": 2, "logarithm": 2, "how": [2, 9, 11, 17], "close": [2, 3], "match": [2, 3], "due": [2, 6, 8, 13, 15, 16], "differ": [2, 6, 8, 11, 13, 14, 15, 16], "final": [2, 17], "displai": [2, 11], "tabl": [2, 4, 5, 6, 7, 8, 9, 10, 11, 12], "error": [2, 3], "all": [2, 12, 17], "92": [2, 6, 7, 8, 9], "100": [2, 4, 5, 6, 7], "93": 2, "000": [2, 4, 11, 13, 15, 16], "98": [2, 3], "For": [2, 14, 17], "includ": [2, 6, 7, 8, 11, 12, 13, 15, 16], "view": 2, "robust": 2, "demonstr": 2, "remain": 2, "where": 2, "believ": 2, "attribut": [2, 11], "factor": [2, 11, 13], "sometim": 2, "addit": [2, 3, 6, 7, 8, 9, 11, 12, 13, 15, 16], "avail": [2, 17], "lead": [2, 5], "At": 2, "time": [2, 6, 7, 8, 12, 13, 15, 16, 17], "wai": [2, 4, 17], "complic": 2, "further": [2, 6, 10], "four": [2, 12], "cluster": 2, "appear": 2, "case": [2, 17], "transfer": [2, 15, 16], "portion": 2, "allow": [2, 3, 8, 9, 11], "spous": 2, "part": [2, 9, 13], "marriag": [2, 11], "becaus": 2, "doe": [2, 5, 9], "indic": [2, 17], "subsequ": [2, 13], "lower": [2, 3, 6, 11, 12, 14], "driven": 2, "much": 2, "37": [2, 3, 7], "998": 2, "receiv": [2, 6], "less": [2, 4, 6, 13], "than": [2, 3, 4, 13, 14, 15, 16], "annual": [2, 5, 9, 11, 12, 14], "non": [2, 4, 13, 15, 16], "resid": [2, 15], "taxat": [2, 11], "purpos": 2, "situat": [2, 11, 13, 15, 17], "even": 2, "though": [2, 11], "would": [2, 5, 17], "project": 2, "full": [2, 4, 5, 17], "500": [2, 8, 11, 13, 16], "publicli": 2, "statu": 2, "054": 2, "both": [2, 4, 11, 13, 15, 16], "same": [2, 6, 17], "taxabl": [2, 11], "save": [2, 7, 11, 17], "ani": [2, 5, 17], "form": [2, 4], "classifi": 2, "e": [2, 4, 14], "g": [2, 4], "interest": [2, 11], "secur": [2, 6, 9, 11, 12], "thei": [2, 4, 6, 7, 8, 11, 14], "ow": 2, "more": [2, 6, 13, 15, 17], "276": 2, "taper": [2, 11], "who": [2, 5, 6, 7, 8, 12], "claim": [2, 5], "gift": 2, "aid": [2, 6], "signifi": 2, "deduct": [2, 11, 12], "donat": [2, 11], "while": [2, 5, 7, 11], "elig": [2, 5, 6, 7, 11, 13, 15], "738": 2, "high": [2, 9, 11], "accord": [2, 12], "almost": 2, "some": [2, 6, 7, 8, 17], "limit": [2, 8, 9, 12], "scope": 2, "often": [2, 12, 13], "either": 2, "testabl": 2, "ha": [2, 4, 9, 12, 13, 17], "made": [2, 12], "exercis": 2, "build": 2, "upon": 2, "previou": 2, "autumn": [2, 10], "2023": [2, 3, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17], "calibr": [2, 3, 17], "welcom": 2, "question": 2, "comment": 2, "methodolog": [2, 12, 14], "pleas": [2, 17], "feel": 2, "get": [2, 6, 12, 14, 15, 16], "touch": [2, 17], "http": [2, 5], "europa": 2, "eu": 2, "local": 2, "en": 2, "www": 2, "govern": [2, 10, 11, 13, 15, 16], "2021": [2, 5, 6, 7, 8, 9, 10, 11, 17], "offici": 3, "consumpt": [3, 4, 14, 17], "wealth": [3, 17], "taken": 3, "26": [3, 5, 11], "countri": 3, "ukmod_caseload": 3, "best": 3, "start": [3, 15, 16], "grant": [3, 17], "food": [3, 4], "32": [3, 7, 8], "16": [3, 9, 11, 15, 16], "63": [3, 8], "73": [3, 5, 8], "79": [3, 5], "78": [3, 5], "76": [3, 5, 8], "child": [3, 7, 8, 11], "c": [3, 14], "12226": 3, "12047": 3, "11368": 3, "11136": 3, "11074": 3, "11036": 3, "10928": 3, "6828": 3, "6720": 3, "6421": 3, "6280": 3, "6241": 3, "6217": 3, "6154": 3, "credit": [3, 5, 6, 9], "1567": 3, "1060": 3, "814": 3, "658": 3, "380": 3, "council": 3, "reduct": [3, 10, 11], "h": [3, 12, 13], "5876": 3, "5759": 3, "5257": 3, "5301": 3, "5381": 3, "5424": 3, "5451": 3, "ib": 3, "734": 3, "647": 3, "454": 3, "368": 3, "189": 3, "school": 3, "meal": 3, "2940": 3, "2905": 3, "2956": 3, "2978": 3, "3004": 3, "3038": 3, "3092": 3, "healthi": 3, "444": 3, "429": 3, "337": 3, "340": 3, "357": 3, "350": 3, "348": 3, "hous": [3, 4, 8], "2478": 3, "2185": 3, "2068": 3, "1873": 3, "1561": 3, "1192": 3, "1183": 3, "890": 3, "752": 3, "609": 3, "482": 3, "258": 3, "jobseek": [3, 8], "cb": 3, "pension": [3, 5, 6, 8, 11, 12], "1379": 3, "1252": 3, "1357": 3, "1354": 3, "1366": 3, "cloth": [3, 4], "1200": 3, "1162": 3, "1029": 3, "1063": 3, "1105": 3, "1139": 3, "1126": 3, "scottish": [3, 15], "carer": [3, 7, 8], "supplement": [3, 11, 15], "i": [3, 5, 9, 12, 17], "44": 3, "52": [3, 5, 7], "payment": [3, 7, 8], "170": 3, "181": 3, "193": 3, "winter": 3, "heat": [3, 10], "assist": [3, 6, 7, 11], "sure": [3, 17], "matern": 3, "33": 3, "72": [3, 5], "77": [3, 5], "83": [3, 6], "85": [3, 6, 7, 8], "84": 3, "4038": 3, "4437": 3, "4337": 3, "4855": 3, "5746": 3, "6572": 3, "6508": 3, "fuel": 3, "11998": 3, "11435": 3, "11239": 3, "cap": 3, "47": [3, 7], "36": [3, 7], "22": [3, 5, 6, 11, 17], "169": 3, "166": 3, "108": 3, "102": 3, "28797": 3, "29579": 3, "31467": 3, "32495": 3, "32902": 3, "33134": 3, "33396": 3, "22815": 3, "23039": 3, "23776": 3, "24076": 3, "24285": 3, "24296": 3, "24326": 3, "higher": [3, 6, 9, 11, 13, 15, 16], "3652": 3, "4110": 3, "5160": 3, "5457": 3, "5562": 3, "5740": 3, "5942": 3, "219": 3, "273": 3, "425": 3, "816": 3, "831": 3, "859": 3, "892": 3, "nic": [3, 12], "employe": [3, 12], "22074": 3, "22960": 3, "23024": 3, "22953": 3, "22987": 3, "23088": 3, "23195": 3, "1194": 3, "2271": 3, "2613": 3, "2601": 3, "2696": 3, "2721": 3, "22504": 3, "23266": 3, "24183": 3, "24380": 3, "24442": 3, "24490": 3, "24534": 3, "ukmod_expenditur": 3, "41": 3, "45": [3, 5, 6, 8, 9, 10], "42": [3, 7], "11098": 3, "10899": 3, "10588": 3, "11357": 3, "11898": 3, "11874": 3, "11742": 3, "8643": 3, "5767": 3, "4703": 3, "4034": 3, "2343": 3, "7558": 3, "7707": 3, "7503": 3, "7867": 3, "8252": 3, "8600": 3, "8949": 3, "5305": 3, "4579": 3, "3330": 3, "2958": 3, "1672": 3, "3968": 3, "3909": 3, "4087": 3, "4501": 3, "4757": 3, "4878": 3, "4968": 3, "126": [3, 7, 8], "167": 3, "133": [3, 7], "134": 3, "140": [3, 7], "136": 3, "11004": 3, "10127": 3, "9712": 3, "8969": 3, "7409": 3, "5471": 3, "5431": 3, "3411": 3, "2873": 3, "2452": 3, "2170": 3, "1268": 3, "233": 3, "234": 3, "99": 3, "109": 3, "115": 3, "116": 3, "4370": 3, "3831": 3, "4355": 3, "4768": 3, "5043": 3, "5124": 3, "5258": 3, "284": 3, "275": 3, "248": 3, "279": 3, "303": 3, "320": 3, "316": 3, "30": [3, 6, 7, 9, 11, 13, 15, 17], "31": [3, 8], "29": [3, 7], "24": [3, 6, 9, 11], "210": 3, "399": 3, "435": 3, "446": 3, "434": 3, "17": [3, 7, 11], "40": [3, 6, 7, 9, 13, 17], "43": 3, "38122": 3, "39612": 3, "37137": 3, "43736": 3, "53918": 3, "61863": 3, "61072": 3, "1990": 3, "1916": 3, "1903": 3, "190": 3, "308": 3, "95": [3, 7, 9], "46": 3, "687": 3, "646": 3, "260": 3, "230": 3, "362": 3, "319": 3, "149405": 3, "164580": 3, "205344": 3, "235819": 3, "240776": 3, "246492": 3, "254345": 3, "60906": 3, "63871": 3, "68330": 3, "71151": 3, "71947": 3, "72366": 3, "73341": 3, "61991": 3, "69490": 3, "89864": 3, "88729": 3, "90784": 3, "93507": 3, "97261": 3, "21054": 3, "25370": 3, "39717": 3, "65776": 3, "67352": 3, "69688": 3, "72670": 3, "55301": 3, "60554": 3, "65668": 3, "61679": 3, "62486": 3, "63547": 3, "64992": 3, "3773": 3, "4152": 3, "5887": 3, "5493": 3, "5591": 3, "5698": 3, "5827": 3, "78664": 3, "86786": 3, "103914": 3, "103760": 3, "105282": 3, "107312": 3, "110101": 3, "numpi": 3, "np": 3, "arrai": [3, 17], "1e3": 3, "estim": [3, 4, 9, 14], "str": [3, 9], "2026": [3, 9, 10, 11], "fr": [3, 4, 14, 17], "loss": 3, "calibration_paramet": 3, "get_paramet": 3, "official_estim": 3, "01": [3, 5, 6, 7, 8, 9, 10, 11, 13], "program": [3, 7], "budgetary_impact": 3, "by_countri": 3, "united_kingdom": 3, "total_ni": 3, "universal_credit": [3, 8, 17], "great_britain": 3, "child_benefit": [3, 9], "tax_credit": 3, "housing_benefit": 3, "pension_credit": [3, 7], "enumer": 3, "concat": [3, 5, 6, 7, 8, 11, 13, 15], "text": [3, 14], "should": [3, 11, 17], "aggreg": [3, 4], "br": 3, "1f": [3, 14], "billion": 3, "index": [3, 6, 7, 8], "els": 3, "blue_colour_scal": 3, "grai": 3, "animation_fram": 3, "barmod": [3, 13], "orient": [3, 12, 13], "custom_data": 3, "color_discrete_map": 3, "blue_color_scal": 3, "against": [3, 5], "xaxis_titl": [3, 6, 7, 8, 10, 13, 14], "budgetari": [3, 5], "impact": [3, 5, 6], "yaxis_titl": [3, 6, 7, 8, 10, 14], "legend_titl": [3, 6, 7, 8, 15, 16], "xaxis_rang": 3, "300": [3, 7, 13], "update_trac": [3, 10, 12, 13, 14, 15, 16], "hovertempl": 3, "customdata": 3, "modulenotfounderror": 3, "traceback": [3, 9], "recent": [3, 9], "call": [3, 9, 15], "last": [3, 9], "tmp": [3, 9], "ipykernel_2113": 3, "1965604937": 3, "py": [3, 6, 7, 8, 9, 13, 15, 16], "cell": [3, 6, 7, 8, 9], "line": [3, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], "103": 3, "101": 3, "104": 3, "105": 3, "modul": 3, "A": 4, "levi": [4, 10, 11], "emiss": 4, "requir": [4, 5, 6, 11], "good": 4, "servic": [4, 5, 11], "design": [4, 6, 7, 8], "reduc": [4, 7, 11, 13], "dioxid": 4, "price": [4, 5, 13, 15, 16], "decreas": 4, "demand": 4, "incentiv": 4, "make": [4, 17], "them": [4, 17], "simplest": 4, "cover": [4, 6, 7, 8, 9, 11], "co": 4, "howev": [4, 13], "also": [4, 15, 16], "greenhous": 4, "gass": 4, "methan": 4, "nitrou": 4, "oxid": 4, "global": 4, "warm": 4, "rel": [4, 9, 14], "uk": [4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17], "co2": 4, "rather": 4, "product": [4, 5], "incid": 4, "owner": 4, "realiti": 4, "directli": [4, 12], "indirectli": 4, "pai": [4, 5, 11, 14, 16], "ownership": [4, 5], "share": 4, "pass": [4, 11, 17], "consum": [4, 14], "border": 4, "adjust": [4, 13, 15, 16], "assum": [4, 5], "depend": [4, 6, 13], "sector": 4, "elast": 4, "net": 4, "through": [4, 9], "step": 4, "famili": [4, 8, 9], "resourc": 4, "survei": [4, 9, 17], "receipt": 4, "demograph": 4, "Then": 4, "live": [4, 5, 6], "cost": [4, 5, 6, 8, 14], "granular": 4, "captur": 4, "imput": [4, 14, 17], "footprint": 4, "certain": [4, 11, 12, 13, 15, 16], "categori": [4, 11, 13], "associ": [4, 6], "pound": 4, "spent": 4, "after": 4, "integr": 4, "dispos": 4, "without": [4, 5], "alcohol": 4, "tobacco": 4, "footwear": 4, "commun": [4, 5], "educ": 4, "health": [4, 6], "furnish": 4, "water": 4, "electr": 4, "miscellan": 4, "recreat": 4, "restaur": 4, "hotel": 4, "transport": [4, 6], "7e": 4, "05": [4, 9, 13], "000262": 4, "000404": 4, "000241": 4, "000689": 4, "000656": 4, "000212": 4, "0012": 4, "000203": 4, "000185": 4, "000311": 4, "00107": 4, "tonn": 4, "per": [4, 5, 10, 17], "yaxis_ticksuffix": 4, "penc": [4, 10], "legal": [5, 6, 7, 8], "watch": 5, "channel": 5, "via": 5, "stream": 5, "bbc": 5, "iplay": 5, "devic": 5, "must": 5, "renew": 5, "gener": [5, 8, 13, 17], "fund": [5, 11, 12], "oper": [5, 9], "broadcast": 5, "corpor": [5, 13], "found": [5, 6, 7, 8, 9, 10, 11, 13, 15, 16], "dcm": 5, "tv_licenc": 5, "logic": [5, 6, 7, 8, 9, 10, 11, 13, 15, 16], "defin": [5, 6, 7, 8, 9, 13, 15, 16, 17], "televis": 5, "licens": 5, "regul": [5, 6, 7, 8, 9, 11, 13, 15, 16], "2004": 5, "clearli": 5, "outlin": [5, 11], "definit": 5, "function": 5, "colour": 5, "159": 5, "00": [5, 6, 7, 8, 9], "april": [5, 10, 15, 16], "programm": 5, "valid": 5, "fine": 5, "up": [5, 7, 9, 13, 15, 16], "1000": [5, 11], "plu": 5, "compens": 5, "There": [5, 9, 11, 15], "type": [5, 11, 12, 13, 15, 16], "blind": 5, "holder": 5, "appropri": 5, "evid": 5, "50": [5, 6, 7, 8, 9, 17], "discount": [5, 13], "ag": [5, 7, 8, 9, 11, 13, 15, 17], "75": [5, 6], "older": 5, "have": [5, 6, 7, 11, 17], "qualifi": [5, 6, 7, 8], "histor": [5, 10, 14], "countrytaxbenefitsystem": [5, 9, 10, 14, 15, 16], "date": [5, 6, 7, 8, 9, 10, 11, 14, 15], "instant_str": [5, 9, 10, 11, 13, 14], "values_list": [5, 9, 10, 11, 13, 14, 15, 16], "2f": [5, 9, 10, 17], "set_index": [5, 9, 10, 17], "2015": [5, 7, 9, 10, 11, 15], "147": 5, "2017": [5, 6, 7, 8, 9, 10, 11], "04": [5, 9, 10, 11, 12], "2018": [5, 6, 7, 8, 9, 10, 11, 16, 17], "150": [5, 7, 8, 13, 15], "154": 5, "157": 5, "evas": 5, "budgerati": 5, "reform": [5, 10], "here": [5, 12, 13, 15, 16, 17], "one": [5, 11], "hold": 5, "unchang": 5, "aged_discount": 5, "m": [5, 6, 7, 8, 13, 14], "91": 5, "68": 5, "reference_list_ad": 5, "org": 5, "focu": 5, "policyoutput": 5, "netincom": 5, "27903": 5, "timeperiod": 5, "baselin": [5, 17], "27083": 5, "19090": 5, "27909": 5, "len": [5, 11], "href": [5, 9], "df_aged_discount": 5, "minimum": [5, 7, 11], "age_list": 5, "70": [5, 6, 7, 9], "81": [5, 8], "min_ag": 5, "19": [5, 11, 17], "reference_list_minag": 5, "27932": 5, "27939": 5, "27941": 5, "27944": 5, "27947": 5, "27949": 5, "27951": 5, "27953": 5, "27955": 5, "27960": 5, "df_min_ag": 5, "fee_list": 5, "162": [5, 8], "licence_fe": 5, "reference_list_fe": 5, "27089": 5, "27087": 5, "26981": 5, "26983": 5, "df_licence_fe": 5, "df_reform": 5, "style": [5, 9], "format": [5, 9], "nbsp": [5, 9], "71": 5, "74": 5, "80": [5, 6, 7, 9], "158": 5, "160": [5, 8], "161": 5, "administ": [6, 7, 8, 9], "depart": [6, 7, 8], "dwp": [6, 7, 8], "unit": [6, 7, 8, 10, 11, 14, 17], "kingdom": [6, 7, 8], "long": 6, "term": 6, "condit": [6, 11], "disabl": [6, 7, 8], "help": [6, 7, 8, 11, 17], "recipi": 6, "extra": 6, "mean": [6, 7, 8, 9, 17], "test": [6, 7, 8, 9], "divid": [6, 13, 14], "compon": [6, 7, 8, 12], "daili": 6, "need": [6, 17], "activ": [6, 8], "assess": 6, "task": 6, "like": [6, 11, 17], "cook": 6, "dress": 6, "hygien": 6, "mobil": 6, "aim": [6, 8, 11], "face": 6, "challeng": 6, "relat": [6, 7, 8, 11], "expens": [6, 11], "could": [6, 17], "websit": [6, 7, 8], "award": 6, "extent": 6, "framework": [6, 7, 8], "primarili": [6, 7, 8, 9, 11, 12], "2013": [6, 8, 10, 15], "enhanc": [6, 17], "standard": [6, 8, 13], "These": [6, 7, 11], "determin": 6, "substanti": 6, "perform": 6, "sever": [6, 7, 8], "significantli": [6, 11], "affect": [6, 7], "carri": 6, "out": 6, "bath": 6, "medic": 6, "handl": 6, "financ": [6, 13], "care": 6, "still": [6, 7], "extens": [6, 17], "those": [6, 7], "moder": 6, "mani": 6, "enhanced_daili": 6, "daily_liv": 6, "standard_daili": 6, "element": [6, 7, 8, 9], "2016": [6, 7, 8, 9, 10, 11], "zip": [6, 7, 8, 11], "row": [6, 7, 8, 13, 15, 16], "new_row": [6, 7, 8], "merg": [6, 7, 8], "pivot_df": [6, 7, 8], "pivot": [6, 7, 8], "fillna": [6, 7, 8], "82": [6, 7], "55": [6, 9], "65": [6, 7], "60": [6, 7, 8, 9], "57": 6, "87": 6, "58": [6, 7, 8], "89": [6, 8], "15": [6, 9, 11, 12, 13], "59": 6, "61": 6, "yaxis_rang": [6, 7, 8], "yaxis_tickformat": [6, 7, 8, 10, 13, 14, 15, 16], "0f": [6, 7, 8, 14], "yaxis_tickprefix": [6, 7, 8, 10, 14], "signific": 6, "adapt": 6, "offer": [6, 11], "address": 6, "difficulti": 6, "enhanced_mobl": 6, "standard_mobl": 6, "62": 6, "64": [6, 7], "wa": [7, 8, 10, 14, 16], "introduc": [7, 8, 14], "combin": 7, "guarante": [7, 14], "intend": [7, 8], "reach": 7, "low": [7, 8], "top": [7, 13, 15, 16], "weekli": [7, 12], "vari": [7, 11, 15, 16], "circumst": [7, 8], "retir": 7, "modest": 7, "second": 7, "2002": 7, "act": [7, 9, 11, 12, 13, 15], "kei": [7, 8, 12], "adult": 7, "carer_addit": 7, "guarantee_credit": 7, "child_addit": 7, "disabled_child": 7, "severe_disabled_child": 7, "severe_dis": 7, "2024": [7, 8, 9, 10, 11], "53": 7, "34": 7, "02": [7, 13], "88": 7, "54": 7, "66": 7, "67": [7, 8], "38": 7, "56": 7, "69": 7, "48": 7, "threshold": [7, 9, 11, 12, 13, 15, 16], "coupl": [7, 11], "If": [7, 17], "fall": [7, 11], "becom": 7, "exce": [7, 11, 15, 16], "singl": 7, "similar": [7, 15, 16], "maximum": 7, "asset": 7, "being": 7, "entitl": [7, 9], "threshold_singl": 7, "savings_credit": 7, "threshold_coupl": 7, "201": 7, "212": 7, "97": 7, "218": 7, "137": 7, "223": 7, "229": 7, "144": 7, "239": 7, "244": [7, 8], "153": 7, "uc": 8, "replac": [8, 15, 16], "six": 8, "legaci": 8, "jsa": 8, "seek": 8, "esa": 8, "unabl": 8, "ill": 8, "ctc": 8, "respons": 8, "children": [8, 9], "gear": 8, "toward": 8, "claimant": 8, "rent": [8, 13, 15, 16], "consist": 8, "variou": [8, 11, 13], "capabl": 8, "carer_amount": 8, "child_amount": 8, "disabled_amount": 8, "disabled_child_amount": 8, "higher_amount": 8, "39": 8, "231": 8, "315": 8, "277": 8, "08": [8, 13], "151": 8, "318": 8, "156": 8, "328": 8, "336": 8, "235": 8, "341": 8, "128": 8, "281": 8, "163": 8, "237": 8, "343": 8, "282": 8, "168": 8, "354": 8, "132": 8, "290": 8, "185": 8, "86": 8, "269": 8, "390": 8, "06": [8, 11, 12], "146": 8, "impos": [9, 10, 13, 15, 16], "charg": [9, 11, 14, 15], "highest": 9, "parent": 9, "recoup": 9, "contribut": [9, 11, 12], "1992": [9, 11, 12], "ix": 9, "core": 9, "prescrib": 9, "2006": 9, "reg": 9, "amend": [9, 16], "guardian": 9, "eldest": 9, "number": 9, "unlik": 9, "try": 9, "metadata": [9, 11, 12, 15, 16], "except": 9, "2007": [9, 11], "09": 9, "b": [9, 14], "2009": 9, "2010": [9, 10, 11], "2014": 9, "07": [9, 10], "90": 9, "2025": [9, 10, 11], "size": [9, 10], "individualsim": 9, "get_cb_for_n_children": 9, "n": [9, 12], "add_person": 9, "add_benunit": 9, "map": 9, "importerror": 9, "ipykernel_2289": 9, "935488397": 9, "home": [9, 13, 15], "runner": 9, "__init__": 9, "microdata": 9, "preserv": 9, "takeup": [9, 11], "central": [9, 11], "august": 9, "commentari": 9, "administr": [9, 11, 15, 16], "held": 9, "sale": 10, "mainli": 10, "petrol": 10, "diesel": 10, "vehicl": 10, "purchas": [10, 13, 15, 16], "fuel_duti": 10, "sold": 10, "usual": 10, "spring": 10, "budget": 10, "alongsid": 10, "march": 10, "announc": 10, "cut": 10, "month": [10, 14], "extend": 10, "befor": [10, 11], "had": 10, "been": 10, "frozen": 10, "5795": 10, "litr": 10, "sinc": [10, 14], "graph": [10, 13], "petrol_and_diesel": 10, "inplac": [10, 13], "571900": 10, "581900": 10, "2011": 10, "589500": 10, "03": [10, 13], "579500": 10, "2012": 10, "609700": 10, "529500": 10, "583879": 10, "583909": 10, "592897": 10, "596999": 10, "603298": 10, "2027": [10, 11], "599042": 10, "609043": 10, "614374": 10, "621257": 10, "2028": [10, 11], "617539": 10, "giesel": 10, "color_discrete_sequ": [10, 14], "2c6496": [10, 14], "xaxis_tickformat": [10, 14], "templat": [10, 14], "plotly_whit": [10, 14], "update_xax": [10, 13, 15], "tickangl": 10, "tickfont": 10, "line_shap": [10, 12, 13, 14, 15, 16], "hv": [10, 12, 13, 14, 15, 16], "busi": 11, "primari": [11, 12, 15, 16], "expenditur": 11, "specif": [11, 13, 17], "properti": [11, 13, 15, 16], "dividend": 11, "criteria": 11, "aris": 11, "when": [11, 13, 15, 16], "met": 11, "fluctuat": 11, "influenc": 11, "applic": [11, 12], "respect": 11, "moreov": 11, "distinct": 11, "relief": [11, 13, 15, 16], "promot": 11, "behavior": 11, "burden": 11, "provis": 11, "charit": 11, "ground": 11, "secondari": [11, 13, 15], "guidanc": 11, "issu": [11, 15], "her": 11, "majesti": 11, "ita": 11, "piec": 11, "consolid": 11, "statut": 11, "aspect": 11, "serv": 11, "foundat": [11, 14], "matter": 11, "chargeabl": 11, "gain": 11, "tcga": 11, "focus": 11, "capit": 11, "intersect": 11, "particularli": 11, "realm": 11, "2003": [11, 13], "itepa": 11, "rule": [11, 13, 15, 16], "approach": 11, "area": 11, "manual": 11, "guid": 11, "taxpay": 11, "understand": 11, "compli": 11, "complex": 11, "insight": [11, 14], "interpret": 11, "clariti": 11, "navig": 11, "landscap": 11, "seri": 11, "calculate_tax": 11, "dividend_incom": 11, "savings_interest_incom": 11, "dividend_income_tax": 11, "savings_income_tax": 11, "person1": 11, "person2": 11, "person3": 11, "person4": 11, "person5": 11, "50000": 11, "60000": 11, "70000": 11, "80000": 11, "90000": 11, "10000": 11, "15000": 11, "20000": 11, "25000": 11, "30000": 11, "5000": 11, "emp_incom": 11, "div_incom": 11, "sav_incom": 11, "div_tax": 11, "sav_tax": 11, "11932": 11, "2700": 11, "1746": 11, "19619": 11, "4387": 11, "3800": 11, "28307": 11, "6075": 11, "5800": 11, "39994": 11, "7762": 11, "7800": 11, "47710": 11, "9450": 11, "9800": 11, "default": [11, 17], "annual_allow": 11, "reduction_r": 11, "annual_allowance_data": 11, "max": [11, 13, 15, 16], "marriage_allow": 11, "rounding_incr": 11, "takeup_r": 11, "marriage_allowance_data": 11, "increment": 11, "deduction_r": 11, "married_couples_allow": 11, "married_couples_allowance_data": 11, "marri": 11, "personal_allow": 11, "item": 11, "personal_allowance_data": 11, "addtional_threshold": 11, "personal_savings_allow": 11, "basic_threshold": 11, "higher_threshold": 11, "personal_savings_allowance_data": 11, "addtion": 11, "dividend_allow": 11, "dividend_allowance_data": 11, "property_allow": 11, "property_allowance_data": 11, "trading_allow": 11, "trading_allowance_data": 11, "trade": 11, "annual_allowance_df": 11, "marriage_allowance_df": 11, "married_couples_allowance_df": 11, "personal_allowance_df": 11, "personal_savings_allowance_df": 11, "dividend_allowance_df": 11, "property_allowance_df": 11, "trading_allowance_df": 11, "income_tax_allowance_df": 11, "ignore_index": 11, "40000": [11, 13], "00000": 11, "currenc": 11, "gbp": 11, "4000": 11, "margin": [11, 13, 15, 16], "240000": 11, "2000": 11, "12819": 11, "79418": 11, "12570": 11, "12500": 11, "11850": 11, "11500": 11, "10600": 11, "2005": 11, "27": 11, "illustr": 11, "implement": 11, "conduct": 11, "fix": 11, "200": 11, "10_000": 11, "ax": [11, 13, 15], "min": [11, 13, 15], "200_000": 11, "count": [11, 13, 15], "1_000": [11, 13, 15], "vs": 11, "label": [11, 12, 13, 15, 16, 17], "welfar": 12, "overview": 12, "ni": 12, "paid": 12, "wage": 12, "profit": 12, "abov": [12, 17], "voluntari": 12, "want": [12, 17], "fill": 12, "separ": [12, 13], "tabul": 12, "basi": 12, "monthli": [12, 14], "flat": 12, "deriv": 12, "minu": 12, "upper": 12, "small": 12, "amp": 12, "fl": 12, "cla": 12, "threshold_paramet": 12, "class_1": 12, "lower_earnings_limit": 12, "primary_threshold": 12, "upper_earnings_limit": 12, "secondary_threshold": 12, "class_2": 12, "small_profits_threshold": 12, "class_4": 12, "lower_profits_limit": 12, "upper_profits_limit": 12, "rate_paramet": 12, "param": [12, 15, 16], "get_descend": 12, "isinst": 12, "instant": 12, "instant_valu": 12, "is_threshold": 12, "put": 12, "legend": [12, 13], "bottom": [12, 13, 17], "yanchor": [12, 13], "xanchor": [12, 13], "right": [12, 13, 15], "don": 12, "t": 12, "plot": [12, 13, 15, 16], "rental": 13, "england": 13, "northern": 13, "ireland": 13, "residenti": [13, 15, 16], "commerci": [13, 15, 16], "stamp_duti": 13, "stamp_duty_land_tax": 13, "whether": 13, "buyer": [13, 15, 16], "exceed": 13, "band": [13, 15, 16], "125": 13, "inelig": 13, "250": [13, 15, 16], "925": 13, "market": 13, "exempt": 13, "residential_r": 13, "125000": 13, "5200000": 13, "residential_purchase_main_first": 13, "300000": 13, "500000": 13, "925000": 13, "1500000": 13, "residential_purchase_main_standard": 13, "250000": 13, "residential_purchase_addit": 13, "non_residential_r": 13, "150000": 13, "5000000": 13, "non_residential_purchas": 13, "df_list": 13, "xaxis_tickprefix": [13, 15, 16], "cliff": 13, "main_residential_property_purchased_is_first_hom": [13, 15], "main_residential_property_purchas": [13, 15], "5_000_000": [13, 15], "home_pric": [13, 15], "marginal_r": [13, 15], "subplot": [13, 15], "make_subplot": [13, 15], "left": [13, 15, 17], "col": [13, 15], "subplot_titl": [13, 15], "add_trac": [13, 15], "title_text": [13, 15], "tickprefix": [13, 15], "update_yax": [13, 15], "were": 13, "resident": 13, "stat": 13, "1000000": 13, "non_residenti": [13, 15, 16], "text_auto": 13, "textposit": [13, 14], "outsid": 13, "set": 14, "stand": 14, "supplier": 14, "ofgem": 14, "regularli": 14, "everi": 14, "q3": 14, "epg": 14, "subsidis": 14, "bill": 14, "subsidi": 14, "domest": 14, "lcf": 14, "uprat": 14, "forecast": 14, "cornwal": 14, "simpl": 14, "season": 14, "d": [14, 17], "multipli": 14, "energy_price_cap": 14, "energy_price_guarante": 14, "bdbdbd": 14, "averag": 14, "legend_title_text": 14, "mid": 14, "end": 14, "time_period": 14, "02d": 14, "epg_cost": 14, "monthly_epg_subsidi": 14, "cumul": 14, "cumsum": 14, "inlin": 14, "insid": 14, "texttempl": 14, "consult": 14, "firm": 14, "affili": 14, "analys": 14, "resolut": 14, "lbtt": 15, "stamp": [15, 16], "duti": [15, 16], "sdlt": [15, 16], "ltt": [15, 16], "leas": [15, 16], "revenue_scotland": 15, "specifi": 15, "additiion": 15, "dwell": 15, "result": 15, "waiv": 15, "175": 15, "325": 15, "750": [15, 16], "145": 15, "first_time_buyer_r": 15, "largest": [15, 16], "200000": [15, 16], "additional_residence_surcharg": 15, "df_secondari": 15, "loc": 15, "lbtt_sim": 15, "land_and_buildings_transaction_tax": 15, "welsh": 16, "author": 16, "wra": 16, "land_transaction_tax": 16, "origin": 16, "revis": 16, "But": [16, 17], "therefor": 16, "180": 16, "400": 16, "225": 16, "higher_r": 16, "larg": 17, "anyon": 17, "former": 17, "few": 17, "minut": 17, "setup": 17, "academ": 17, "nonprofit": 17, "bit": 17, "longer": 17, "you": 17, "fast": 17, "possibl": 17, "googl": 17, "colab": 17, "importantli": 17, "enabl": 17, "everyon": 17, "environ": 17, "troubl": 17, "fiddl": 17, "bad": 17, "python": 17, "instal": 17, "etc": 17, "snippet": 17, "export": 17, "policyengine_github_microdata_auth_token": 17, "your_token_if_running_microsimul": 17, "pip": 17, "packag": 17, "just": 17, "actual": 17, "30_000": 17, "benunit": 17, "3486": 17, "dtype": 17, "float32": 17, "now": 17, "let": 17, "document": 17, "excel": 17, "syntax": 17, "parameternod": 17, "increase_basic_r": 17, "baseline_income_tax": 17, "reformed_income_tax": 17, "print": 17, "rais": 17, "871": 17, "raw": 17, "file": 17, "easiest": 17, "download": 17, "ve": 17, "got": 17, "github": 17, "account": 17, "permiss": 17, "storag": 17, "classic": 17, "access": 17, "token": 17, "bash": 17, "shell": 17, "your_token_her": 17, "select": 17, "enhanced_fr": 17, "10304435685574": 17, "string": 17, "vat": 17, "option": 17, "frs_2018": 17, "frs_2019": 17, "frs_2020": 17, "frs_2021": 17, "frs_2022": 17, "raw_frs_2021": 17, "pooled_frs_2019_21": 17, "spi_enhanced_pooled_frs_2019_21": 17, "calibrated_spi_enhanced_pooled_frs_2019_21": 17, "spi_2020_21": 17, "exactli": 17, "household_net_incom": 17, "39bn": 17, "web": 17, "app": 17, "tool": 17, "scroll": 17, "down": 17, "section": 17, "see": 17}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"pension": [0, 7], "incom": [0, 2, 11], "sourc": 0, "policyengin": 1, "uk": [1, 2], "short": 1, "demo": 1, "baselin": 1, "estim": 1, "reform": [1, 17], "evalu": 1, "valid": [2, 3], "against": 2, "survei": 2, "person": [2, 6], "The": 2, "result": 2, "analys": [2, 17], "model": [2, 12], "discrep": 2, "conclus": 2, "carbon": 4, "tax": [4, 11, 13, 15, 16], "methodolog": [4, 11], "summari": 4, "appendix": [4, 11, 12], "intens": 4, "tv": 5, "licenc": 5, "legisl": [5, 6, 7, 8, 9, 11, 13, 15, 16], "fee": 5, "concess": 5, "microsimul": [5, 9, 17], "independ": 6, "payment": [6, 9], "pip": 6, "rate": [6, 7, 8, 10, 13, 15, 16], "chang": [6, 7, 8], "credit": [7, 8], "univers": 8, "child": 9, "benefit": 9, "level": [9, 17], "exampl": 9, "fuel": 10, "duti": [10, 13], "simul": [11, 17], "nation": 12, "insur": 12, "stamp": 13, "land": [13, 15, 16], "sdlt": 13, "statist": 13, "2019": 13, "2020": 13, "energi": 14, "price": 14, "cap": 14, "build": 15, "transact": [15, 16], "get": 17, "start": 17, "household": 17, "analysi": 17, "current": 17, "law": 17, "polici": 17, "set": 17, "up": 17, "run": 17}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx.ext.viewcode": 1, "sphinx": 56}})
\ No newline at end of file