From 18f3ecb71bd0cc8b012dfb4b144d63245b918676 Mon Sep 17 00:00:00 2001 From: julierozenberg Date: Sat, 22 Oct 2016 11:09:13 +0300 Subject: [PATCH] removes the weights in the calc of criticality, adds graphs --- initial_analysis.ipynb | 10558 +++++++++++++++++++++++++-------------- 1 file changed, 6865 insertions(+), 3693 deletions(-) diff --git a/initial_analysis.ipynb b/initial_analysis.ipynb index 4816173..fd0e946 100644 --- a/initial_analysis.ipynb +++ b/initial_analysis.ipynb @@ -81,57 +81,24 @@ " \n", " \n", " \n", - " 0\n", - " 0\n", - " 0\n", - " text\n", - " text\n", - " -0.550000\n", - " -0.550000\n", - " NaN\n", - " NaN\n", - " \n", - " \n", - " 1\n", - " 1\n", - " 1\n", - " seaport\n", - " BEIRA\n", - " -19.833333\n", - " 34.833333\n", - " 1\n", - " NaN\n", - " \n", - " \n", - " 2\n", - " 2\n", - " 5\n", - " seaport\n", - " MAPUTO\n", - " -25.966667\n", - " 32.583333\n", - " 1\n", - " NaN\n", - " \n", - " \n", - " 3\n", + " 88\n", + " 89\n", " 3\n", - " 8\n", - " seaport\n", - " NACALA\n", - " -14.533333\n", - " 40.666667\n", + " population_cluster\n", + " NaN\n", + " -16.136392\n", + " 39.585464\n", " 1\n", " NaN\n", " \n", " \n", - " 4\n", - " 4\n", - " 10\n", - " seaport\n", - " PEMBA\n", - " -12.966667\n", - " 40.500000\n", + " 36\n", + " 36\n", + " 41\n", + " airport\n", + " Vilankulo\n", + " -22.018431\n", + " 35.313297\n", " 1\n", " NaN\n", " \n", @@ -140,19 +107,13 @@ "" ], "text/plain": [ - " INDEX_OD INDEX_previous OD_type Name LATITUDE LONGITUDE \\\n", - "0 0 0 text text -0.550000 -0.550000 \n", - "1 1 1 seaport BEIRA -19.833333 34.833333 \n", - "2 2 5 seaport MAPUTO -25.966667 32.583333 \n", - "3 3 8 seaport NACALA -14.533333 40.666667 \n", - "4 4 10 seaport PEMBA -12.966667 40.500000 \n", + " INDEX_OD INDEX_previous OD_type Name LATITUDE \\\n", + "88 89 3 population_cluster NaN -16.136392 \n", + "36 36 41 airport Vilankulo -22.018431 \n", "\n", - " Road_processed Has_no_road \n", - "0 NaN NaN \n", - "1 1 NaN \n", - "2 1 NaN \n", - "3 1 NaN \n", - "4 1 NaN " + " LONGITUDE Road_processed Has_no_road \n", + "88 39.585464 1 NaN \n", + "36 35.313297 1 NaN " ] }, "execution_count": 5, @@ -161,7 +122,7 @@ } ], "source": [ - "countrydata.head()" + "countrydata.sample(2)" ] }, { @@ -188,56 +149,29 @@ " \n", " \n", " \n", - " 1_67\n", - " 1\n", - " 67\n", - " 1.399885\n", - " 2.768213\n", - " 0.095456\n", - " \n", - " \n", - " 1_9\n", - " 1\n", - " 9\n", - " 4.685011\n", - " 12.004232\n", - " 0.318301\n", + " 21_88\n", + " 21\n", + " 88\n", + " 61.923685\n", + " 214.595411\n", + " 4.809122\n", " \n", " \n", - " 1_64\n", - " 1\n", - " 64\n", - " 45.432208\n", - " 200.752788\n", - " 2.043851\n", - " \n", - " \n", - " 1_52\n", - " 1\n", - " 52\n", - " 61.938492\n", - " 288.933716\n", - " 2.873062\n", - " \n", - " \n", - " 1_51\n", - " 1\n", - " 51\n", - " 87.053933\n", - " 312.089782\n", - " 4.571095\n", + " 48_107\n", + " 48\n", + " 107\n", + " 463.899145\n", + " 2198.467911\n", + " 21.447458\n", " \n", " \n", "\n", "" ], "text/plain": [ - " O D Total_RUC Total_Length Total_Travel_time\n", - "1_67 1 67 1.399885 2.768213 0.095456\n", - "1_9 1 9 4.685011 12.004232 0.318301\n", - "1_64 1 64 45.432208 200.752788 2.043851\n", - "1_52 1 52 61.938492 288.933716 2.873062\n", - "1_51 1 51 87.053933 312.089782 4.571095" + " O D Total_RUC Total_Length Total_Travel_time\n", + "21_88 21 88 61.923685 214.595411 4.809122\n", + "48_107 48 107 463.899145 2198.467911 21.447458" ] }, "execution_count": 6, @@ -246,12 +180,12 @@ } ], "source": [ - "baseline.head()" + "baseline.sample(2)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": { "collapsed": true }, @@ -264,7 +198,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": { "collapsed": false }, @@ -275,7 +209,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": { "collapsed": true }, @@ -286,7 +220,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "metadata": { "collapsed": false }, @@ -299,7 +233,7 @@ " dtype='object')" ] }, - "execution_count": 12, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -310,7 +244,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "metadata": { "collapsed": false }, @@ -321,7 +255,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "metadata": { "collapsed": true }, @@ -332,7 +266,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 13, "metadata": { "collapsed": false }, @@ -356,43 +290,23 @@ " \n", " \n", " \n", - " 31\n", - " 0.426985\n", - " 29\n", - " 30\n", - " 0.844345\n", - " 0.029115\n", - " 32\n", - " 0\n", - " \n", - " \n", - " 407\n", - " 58.922395\n", - " 29\n", + " 575\n", + " 23.075653\n", + " 37\n", " 56\n", - " 131.151288\n", - " 3.821157\n", - " 408\n", - " 0\n", - " \n", - " \n", - " 424\n", - " 53.747025\n", - " 29\n", - " 89\n", - " 121.546851\n", - " 3.457400\n", - " 425\n", + " 54.006318\n", + " 1.459630\n", + " 576\n", " 0\n", " \n", " \n", - " 639\n", - " 29.906237\n", - " 29\n", - " 56\n", - " 66.407228\n", - " 2.289904\n", - " 640\n", + " 636\n", + " 20.971833\n", + " 37\n", + " 110\n", + " 49.082532\n", + " 1.326555\n", + " 637\n", " 1\n", " \n", " \n", @@ -401,30 +315,26 @@ ], "text/plain": [ " SUM_RUC_km_total MIN_Avg_speed MAX_Traffic_analysis SUM_Length_km \\\n", - "31 0.426985 29 30 0.844345 \n", - "407 58.922395 29 56 131.151288 \n", - "424 53.747025 29 89 121.546851 \n", - "639 29.906237 29 56 66.407228 \n", + "575 23.075653 37 56 54.006318 \n", + "636 20.971833 37 110 49.082532 \n", "\n", " SUM_Travel_time Road_index study_area \n", - "31 0.029115 32 0 \n", - "407 3.821157 408 0 \n", - "424 3.457400 425 0 \n", - "639 2.289904 640 1 " + "575 1.459630 576 0 \n", + "636 1.326555 637 1 " ] }, - "execution_count": 15, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "road_info.sample(4)" + "road_info.sample(2)" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 14, "metadata": { "collapsed": true }, @@ -436,7 +346,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 15, "metadata": { "collapsed": false }, @@ -447,7 +357,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 16, "metadata": { "collapsed": true }, @@ -458,7 +368,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 17, "metadata": { "collapsed": false }, @@ -470,7 +380,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 18, "metadata": { "collapsed": false }, @@ -481,7 +391,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 19, "metadata": { "collapsed": false }, @@ -498,11 +408,12 @@ " 'vuln_WD_fCU100', 'vuln_WD_fCC5', 'vuln_WD_fCC50', 'vuln_Wd_fCC100',\n", " 'vuln_WD_fLU5', 'vuln_WD_fLU50', 'vuln_WD_fLU100', 'risk_WD_fCU5',\n", " 'risk_WD_fCU50', 'risk_WD_fCU100', 'risk_WD_fCC5', 'risk_WD_fCC50',\n", - " 'risk_Wd_fCC100', 'risk_WD_fLU5', 'risk_WD_fLU50', 'risk_WD_fLU100'],\n", + " 'risk_Wd_fCC100', 'risk_WD_fLU5', 'risk_WD_fLU50', 'risk_WD_fLU100',\n", + " 'WatD_fc20', 'Agriculture_route'],\n", " dtype='object')" ] }, - "execution_count": 23, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -513,7 +424,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 20, "metadata": { "collapsed": true }, @@ -524,7 +435,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 21, "metadata": { "collapsed": false }, @@ -543,7 +454,7 @@ ], "source": [ "costs_all = pd.DataFrame(columns=[\"road_index\",\"missingroutes\",\"missinginstudyarea\",\\\n", - " \"num_aff_routes\",\"ruc_diff\",\"time_diff\",\"km_diff\",\"ruc_diff_with_traffic\"])\n", + " \"num_aff_routes\",\"ruc_diff\",\"ruc_diff_pc\",\"time_diff\",\"km_diff\",\"ruc_diff_with_traffic\"])\n", "for file in list_csv:\n", " if \".csv\" not in file:\n", " continue\n", @@ -568,11 +479,12 @@ " affected_routes = (np.round(scenar.TOTAL_RUC/baseline_nm.TOTAL_RUC,3)!=1)&(baseline_nm.TOTAL_RUC>0)\n", " if sum(affected_routes)==0:\n", " costs_all.loc[len(costs_all),:] = [road,missingroutes,missinginstudyarea,sum(affected_routes),\\\n", - " 0,0,0,0]\n", + " 0,0,0,0,0]\n", " else:\n", " \n", " subscenar = scenar.ix[affected_routes,:]\n", "\n", + " av_ruc_baseline = np.average(baseline_nm.ix[affected_routes,\"TOTAL_RUC\"])\n", " diff_ruc_baseline = (subscenar.TOTAL_RUC-\\\n", " baseline_nm.ix[affected_routes,\"TOTAL_RUC\"])\n", " diff_time_baseline = (subscenar.TOTAL_TRAVEL_TIME-\\\n", @@ -580,40 +492,50 @@ " diff_km_baseline = (subscenar.TOTAL_LENGTH-baseline_nm.ix[affected_routes,\"TOTAL_LENGTH\"])\n", " diff_tot_baseline = (traffic.traffic*diff_ruc_baseline)\n", "\n", - " ruc_diff = np.sum(diff_ruc_baseline*subscenar.weights)/subscenar.weights.sum()\n", - " time_diff = np.sum(diff_time_baseline*subscenar.weights)/subscenar.weights.sum()\n", - " km_diff = np.sum(diff_km_baseline*subscenar.weights)/subscenar.weights.sum()\n", - " cost_with_traffic = np.sum(diff_tot_baseline*subscenar.weights)/subscenar.weights.sum()\n", + " #ruc_diff = np.sum(diff_ruc_baseline*subscenar.weights)/subscenar.weights.sum()\n", + " #time_diff = np.sum(diff_time_baseline*subscenar.weights)/subscenar.weights.sum()\n", + " #km_diff = np.sum(diff_km_baseline*subscenar.weights)/subscenar.weights.sum()\n", + " #cost_with_traffic = np.sum(diff_tot_baseline*subscenar.weights)/subscenar.weights.sum()\n", + " \n", + " #ruc_diff = np.sum(diff_ruc_baseline)\n", + " #time_diff = np.sum(diff_time_baseline)\n", + " #km_diff = np.sum(diff_km_baseline)\n", + " \n", + " ruc_diff = np.average(diff_ruc_baseline)\n", + " ruc_diff_pc = ruc_diff/av_ruc_baseline\n", + " time_diff = np.average(diff_time_baseline)\n", + " km_diff = np.average(diff_km_baseline)\n", + " cost_with_traffic = np.sum(diff_tot_baseline)\n", "\n", " costs_all.loc[len(costs_all),:] = [road,missingroutes,missinginstudyarea,sum(affected_routes),\\\n", - " ruc_diff,time_diff,km_diff,cost_with_traffic]" + " ruc_diff,ruc_diff_pc,time_diff,km_diff,cost_with_traffic]" ] }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 22, "metadata": { "collapsed": true }, "outputs": [], "source": [ - "costs_all.to_csv(\"results_0902.csv\")" + "costs_all.to_csv(\"results_0916_no_weight_average.csv\")" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 21, "metadata": { "collapsed": false }, "outputs": [], "source": [ - "costs_all = pd.read_csv(\"results_0902.csv\")" + "costs_all = pd.read_csv(\"results_0916_no_weight_average.csv\")" ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 23, "metadata": { "collapsed": false }, @@ -624,7 +546,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 24, "metadata": { "collapsed": false }, @@ -650,36 +572,36 @@ " count\n", " 798.000000\n", " 798.000000\n", - " 759.000000\n", - " 759.000000\n", - " 759.000000\n", - " 759.000000\n", + " 798.000000\n", + " 798.000000\n", + " 798.000000\n", + " 796.000000\n", " \n", " \n", " mean\n", " 32.233083\n", " 730.092732\n", - " 13.726522\n", - " 0.923087\n", - " 33.226560\n", - " 5689.818077\n", + " 12.859256\n", + " 0.844584\n", + " 34.008805\n", + " 609029.167887\n", " \n", " \n", " std\n", " 102.559715\n", " 1582.470818\n", - " 22.593188\n", - " 1.744767\n", - " 63.064003\n", - " 17025.496009\n", + " 20.448631\n", + " 1.636585\n", + " 63.135308\n", + " 2105305.674634\n", " \n", " \n", " min\n", " 0.000000\n", " 0.000000\n", " 0.000000\n", - " -1.883032\n", - " -94.965278\n", + " -2.747106\n", + " -135.086784\n", " 0.000000\n", " \n", " \n", @@ -695,28 +617,28 @@ " 50%\n", " 0.000000\n", " 42.000000\n", - " 1.857616\n", - " 0.007395\n", - " 0.113191\n", - " 19.360562\n", + " 2.731570\n", + " 0.026631\n", + " 1.074382\n", + " 110.525699\n", " \n", " \n", " 75%\n", " 0.000000\n", " 557.500000\n", - " 17.422404\n", - " 1.122672\n", - " 42.277225\n", - " 744.101591\n", + " 17.175426\n", + " 1.071919\n", + " 48.036938\n", + " 26078.533291\n", " \n", " \n", " max\n", " 762.000000\n", " 7670.000000\n", - " 153.188461\n", - " 11.686456\n", - " 415.027741\n", - " 153948.394227\n", + " 144.737146\n", + " 11.160496\n", + " 416.938461\n", + " 22048108.768181\n", " \n", " \n", "\n", @@ -724,27 +646,27 @@ ], "text/plain": [ " missingroutes num_aff_routes ruc_diff time_diff km_diff \\\n", - "count 798.000000 798.000000 759.000000 759.000000 759.000000 \n", - "mean 32.233083 730.092732 13.726522 0.923087 33.226560 \n", - "std 102.559715 1582.470818 22.593188 1.744767 63.064003 \n", - "min 0.000000 0.000000 0.000000 -1.883032 -94.965278 \n", + "count 798.000000 798.000000 798.000000 798.000000 798.000000 \n", + "mean 32.233083 730.092732 12.859256 0.844584 34.008805 \n", + "std 102.559715 1582.470818 20.448631 1.636585 63.135308 \n", + "min 0.000000 0.000000 0.000000 -2.747106 -135.086784 \n", "25% 0.000000 0.000000 0.000000 0.000000 0.000000 \n", - "50% 0.000000 42.000000 1.857616 0.007395 0.113191 \n", - "75% 0.000000 557.500000 17.422404 1.122672 42.277225 \n", - "max 762.000000 7670.000000 153.188461 11.686456 415.027741 \n", + "50% 0.000000 42.000000 2.731570 0.026631 1.074382 \n", + "75% 0.000000 557.500000 17.175426 1.071919 48.036938 \n", + "max 762.000000 7670.000000 144.737146 11.160496 416.938461 \n", "\n", " ruc_diff_with_traffic \n", - "count 759.000000 \n", - "mean 5689.818077 \n", - "std 17025.496009 \n", + "count 796.000000 \n", + "mean 609029.167887 \n", + "std 2105305.674634 \n", "min 0.000000 \n", "25% 0.000000 \n", - "50% 19.360562 \n", - "75% 744.101591 \n", - "max 153948.394227 " + "50% 110.525699 \n", + "75% 26078.533291 \n", + "max 22048108.768181 " ] }, - "execution_count": 36, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -755,7 +677,7 @@ }, { 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"plt.ylabel(\"Increase in cumulative road user cost\\n(usd/vehicle)\")\n", "\n", - "plt.subplot(132)\n", + "plt.subplot(222)\n", "plt.scatter(costs_all.ix[select,'time_diff'].astype(float), costs_all.ix[select,'ruc_diff'].astype(float),\\\n", " s=200, alpha=1,facecolors='none',edgecolors='red')\n", "plt.xlabel(\"Additional time (hours)\")\n", "\n", - "plt.subplot(133)\n", - "plt.scatter(costs_all.ix[select,'ruc_diff_with_traffic'].astype(float), costs_all.ix[select,'ruc_diff'].astype(float),\\\n", + "plt.subplot(223)\n", + "plt.scatter(costs_all.ix[select,'km_diff'].astype(float), 100*(costs_all.ix[select,'ruc_diff_pc']).astype(float),\\\n", + " s=200, alpha=1,facecolors='none',edgecolors='red')\n", + "plt.xlabel(\"Additional kilometers\")\n", + "plt.ylabel(\"Increase in cumulative road user cost (%)\")\n", + "\n", + "plt.subplot(224)\n", + "plt.scatter(costs_all.ix[select,'time_diff'].astype(float), 100*(costs_all.ix[select,'ruc_diff_pc']).astype(float),\\\n", " s=200, alpha=1,facecolors='none',edgecolors='red')\n", - "plt.xlabel(\"Increase in total cost (usd)\")" + "plt.xlabel(\"Additional time (hours)\")\n", + "\n", + "#plt.subplot(133)\n", + "#plt.scatter(costs_all.ix[select,'ruc_diff_with_traffic'].astype(float), costs_all.ix[select,'ruc_diff'].astype(float),\\\n", + " #s=200, alpha=1,facecolors='none',edgecolors='red')\n", + "#plt.xlabel(\"Increase in total cost (usd)\")" ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 26, "metadata": { "collapsed": false }, @@ -2006,10 +3861,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 42, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, @@ -2017,339 +3872,352 @@ "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAvUAAAFMCAYAAABLb0OtAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xm4JFV9//H3B1BgwnYHERTZ3FjUiIpEXGAMKqKIiUFw\n", - "i+IS1/yIiigQkUFJFFHQuERccN8X3BBRkEEEFIiKMTIEDcO+zwUZhkWY7++PUz1TU7e6u7pvd1dX\n", - 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"costs_all.ix[(costs_all.missinginstudyarea.astype(float)>0)&(costs_all.study_area>0),[\"road_index\",\"missinginstudyarea\",\"study_area\"]].drop_duplicates()" - ] - }, - { - "cell_type": "code", - "execution_count": 56, + "execution_count": 28, "metadata": { "collapsed": false }, @@ -2724,7 +4267,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 25, "metadata": { "collapsed": true }, @@ -2735,19 +4278,19 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 26, "metadata": { "collapsed": false }, "outputs": [], "source": [ - "df = costs_all.merge(vul[['WD_fCU5','WD_fCU50', 'WD_fCU100', 'WD_fCC5', 'WD_fCC50', 'Wd_fCC100',\\\n", - " 'WD_fLU5','WD_fLU50', 'WD_fLU100','road_index']],on='road_index')" + "df = costs_all.merge(vul[['WD_fCU5','WD_fCU50', 'WatD_fc20', 'WD_fCU100', 'WD_fCC5', 'WD_fCC50', 'Wd_fCC100',\\\n", + " 'WD_fLU5','WD_fLU50', 'WD_fLU100','road_index','Agriculture_route']],on='road_index')" ] }, { "cell_type": "code", - "execution_count": 89, + "execution_count": 27, "metadata": { "collapsed": true }, @@ -2759,7 +4302,7 @@ }, { "cell_type": "code", - "execution_count": 90, + "execution_count": 28, "metadata": { "collapsed": true }, @@ -2774,7 +4317,7 @@ }, { "cell_type": "code", - "execution_count": 135, + "execution_count": 29, "metadata": { "collapsed": true }, @@ -2794,7 +4337,1465 @@ }, { "cell_type": "code", - "execution_count": 137, + "execution_count": 30, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "756 0\n", + "451 0\n", + "480 0\n", + "Name: Agriculture_route, dtype: int64" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['Agriculture_route'].sample(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": [ + 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y[select],s=200,marker='+', alpha=1,facecolors='none',edgecolors='black')\n", + "\n", + "plt.scatter(x[select&ag], y[select&ag],s=200, alpha=0.3,facecolors='green',edgecolors='green',\\\n", + " label=\"Agriculture road\")\n", + "plt.scatter(x[select&flooded&ag], y[select&flooded&ag],s=200, alpha=1,facecolors='none',edgecolors='blue',\\\n", + " label=\"More than 20cm of water\\nevery 20 years on average\\n(ag roads only)\")\n", + "\n", + "plt.legend(frameon=False,loc=2,scatterpoints=1,prop=font)\n", + "#y_thousands_sep()\n", + "\n", + "plt.xlabel(\"Additional time (hours)\")\n", + "plt.ylabel(\"RUC increase (%)\")\n", + "\n", + "plt.title(\"Assuming no efficient drainage\")\n", + "\n", + "savefig(\"floods_50_ag_pc.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAAeQAAAHlCAYAAAAk8o9cAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", + 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(df.WD_fCU50-df.WatD_fc20>0.2)&(df.WD_fCU5!=999)\n", + "\n", + "bridge = df.WD_fCU5==999\n", + "\n", + "x = df.time_diff.astype(float)\n", + "y = 100*df.ruc_diff_pc.astype(float)\n", + "\n", + "plt.subplot(111)\n", + "plt.scatter(x[select], y[select],s=200,marker='+', alpha=1,facecolors='none',edgecolors='black')\n", + "\n", + "plt.scatter(x[select&flooded], y[select&flooded],s=200, alpha=0.5,facecolors='blue',edgecolors='blue',\\\n", + " label=\"More than 20cm of water\\nevery 50 years on average\")\n", + "plt.scatter(x[select&bridge], y[select&bridge],s=200, alpha=0.5,facecolors='red',edgecolors='red',\\\n", + " label=\"Bridge\")\n", + "\n", + "plt.legend(frameon=False,loc=2,scatterpoints=1,prop=font)\n", + "y_thousands_sep()\n", + "\n", + "plt.xlabel(\"Additional time (hours)\")\n", + "plt.ylabel(\"RUC increase (%)\")\n", + "\n", + "plt.title(\"Assuming roads are designed\\nto resist 20 years floods\")\n", + "\n", + "savefig(\"floods_50_protection_pc.png\")" + ] + }, + { + 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water\\nevery 50 years on average\")\n", "plt.scatter(x[select&bridge], y[select&bridge],s=200, alpha=0.5,facecolors='red',edgecolors='red',\\\n", " label=\"Bridge\")\n", "\n", @@ -3383,9 +6499,11 @@ "y_thousands_sep()\n", "\n", "plt.xlabel(\"Additional time (hours)\")\n", - "plt.ylabel(\"RUC increase (USD/vehicle)\")\n", + "plt.ylabel(\"RUC increase (%)\")\n", "\n", - "savefig(\"floods.png\")" + "plt.title(\"Assuming no efficient drainage\")\n", + "\n", + "savefig(\"floods_50_pc.png\")" ] }, { @@ -4545,7 +7663,7 @@ }, { "cell_type": "code", - "execution_count": 144, + "execution_count": 50, "metadata": { "collapsed": false }, @@ -4553,1112 +7671,1166 @@ { "data": { "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAA0wAAAGaCAYAAAA8ZcOsAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XeYXVX1xvHvSyhJCJDQexGkWVCKBemEXkS6gAgoIFVp\n", - "KigSEBEsgPQughVQepEaOggiID+qYGjSCYGQENr6/bHOwM3kzsydmVvO3Hk/z5Mnuefsc+9KzuSc\n", - 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@@ -5682,13 +8854,13 @@ "y_thousands_sep()\n", "\n", "plt.subplot(122)\n", - "plt.scatter(costs_all.ix[select,'km_diff'].astype(float), costs_all.ix[select,'ruc_diff'].astype(float),\\\n", + "plt.scatter(costs_all.ix[select,'km_diff'].astype(float), 100*costs_all.ix[select,'ruc_diff_pc'].astype(float),\\\n", " s=200, alpha=1,facecolors='none',edgecolors='blue')\n", "plt.xlabel(\"Additional kilometers\")\n", - "plt.ylabel(\"Increase in road user cost\\n(usd/vehicle)\")\n", + "plt.ylabel(\"Increase in road user cost (%)\")\n", "y_thousands_sep()\n", "\n", - "savefig(\"criticality2.png\")" + "savefig(\"criticality2_pc.png\")" ] }, {