diff --git a/Pipfile.lock b/Pipfile.lock
index bc979f4..d34eab2 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -21,14 +21,16 @@
                 "sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197",
                 "sha256:ae70396ad1a434f9c7046fd2dd196fc04b12f9e91ffb859164193be8b6168a7a"
             ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.4.0"
         },
         "attrs": {
             "hashes": [
-                "sha256:31b2eced602aa8423c2aea9c76a724617ed67cf9513173fd3a4f03e3a929c7e6",
-                "sha256:832aa3cde19744e49938b91fea06d69ecb9e649c93ba974535d08ad92164f700"
+                "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4",
+                "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"
             ],
-            "version": "==20.3.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==21.4.0"
         },
         "backcall": {
             "hashes": [
@@ -48,10 +50,10 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c",
-                "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
             ],
-            "version": "==2020.12.5"
+            "version": "==2021.10.8"
         },
         "chardet": {
             "hashes": [
@@ -62,39 +64,49 @@
         },
         "cloudpickle": {
             "hashes": [
-                "sha256:3a32d0eb0bc6f4d0c57fbc4f3e3780f7a81e6fee0fa935072884d58ae8e1cc7c",
-                "sha256:9bc994f9e9447593bd0a45371f0e7ac7333710fcf64a4eb9834bf149f4ef2f32"
+                "sha256:5cd02f3b417a783ba84a4ec3e290ff7929009fe51f6405423cfccfadd43ba4a4",
+                "sha256:6b2df9741d06f43839a3275c4e6632f7df6487a1f181f5f46a052d3c917c3d11"
             ],
-            "version": "==1.6.0"
+            "version": "==2.0.0"
         },
         "coverage": {
             "hashes": [
+                "sha256:0c5fe441b9cfdab64719f24e9684502a59432df7570521563d7b1aff27ac755f",
+                "sha256:2b412abc4c7d6e019ce7c27cbc229783035eef6d5401695dccba80f481be4eb3",
                 "sha256:3684fabf6b87a369017756b551cef29e505cb155ddb892a7a29277b978da88b9",
                 "sha256:39e088da9b284f1bd17c750ac672103779f7954ce6125fd4382134ac8d152d74",
                 "sha256:3c205bc11cc4fcc57b761c2da73b9b72a59f8d5ca89979afb0c1c6f9e53c7390",
+                "sha256:42692db854d13c6c5e9541b6ffe0fe921fe16c9c446358d642ccae1462582d3b",
                 "sha256:465ce53a8c0f3a7950dfb836438442f833cf6663d407f37d8c52fe7b6e56d7e8",
                 "sha256:48020e343fc40f72a442c8a1334284620f81295256a6b6ca6d8aa1350c763bbe",
+                "sha256:4ec30ade438d1711562f3786bea33a9da6107414aed60a5daa974d50a8c2c351",
                 "sha256:5296fc86ab612ec12394565c500b412a43b328b3907c0d14358950d06fd83baf",
                 "sha256:5f61bed2f7d9b6a9ab935150a6b23d7f84b8055524e7be7715b6513f3328138e",
+                "sha256:6899797ac384b239ce1926f3cb86ffc19996f6fa3a1efbb23cb49e0c12d8c18c",
                 "sha256:68a43a9f9f83693ce0414d17e019daee7ab3f7113a70c79a3dd4c2f704e4d741",
                 "sha256:6b8033d47fe22506856fe450470ccb1d8ba1ffb8463494a15cfc96392a288c09",
                 "sha256:7ad7536066b28863e5835e8cfeaa794b7fe352d99a8cded9f43d1161be8e9fbd",
                 "sha256:7bacb89ccf4bedb30b277e96e4cc68cd1369ca6841bde7b005191b54d3dd1034",
                 "sha256:839dc7c36501254e14331bcb98b27002aa415e4af7ea039d9009409b9d2d5420",
+                "sha256:8e679d1bde5e2de4a909efb071f14b472a678b788904440779d2c449c0355b27",
                 "sha256:8f9a95b66969cdea53ec992ecea5406c5bd99c9221f539bca1e8406b200ae98c",
                 "sha256:932c03d2d565f75961ba1d3cec41ddde00e162c5b46d03f7423edcb807734eab",
+                "sha256:93f965415cc51604f571e491f280cff0f5be35895b4eb5e55b47ae90c02a497b",
                 "sha256:988529edadc49039d205e0aa6ce049c5ccda4acb2d6c3c5c550c17e8c02c05ba",
                 "sha256:998d7e73548fe395eeb294495a04d38942edb66d1fa61eb70418871bc621227e",
                 "sha256:9de60893fb447d1e797f6bf08fdf0dbcda0c1e34c1b06c92bd3a363c0ea8c609",
                 "sha256:9e80d45d0c7fcee54e22771db7f1b0b126fb4a6c0a2e5afa72f66827207ff2f2",
                 "sha256:a545a3dfe5082dc8e8c3eb7f8a2cf4f2870902ff1860bd99b6198cfd1f9d1f49",
                 "sha256:a5d8f29e5ec661143621a8f4de51adfb300d7a476224156a39a392254f70687b",
+                "sha256:a9abc8c480e103dc05d9b332c6cc9fb1586330356fc14f1aa9c0ca5745097d19",
                 "sha256:aca06bfba4759bbdb09bf52ebb15ae20268ee1f6747417837926fae990ebc41d",
                 "sha256:bb23b7a6fd666e551a3094ab896a57809e010059540ad20acbeec03a154224ce",
                 "sha256:bfd1d0ae7e292105f29d7deaa9d8f2916ed8553ab9d5f39ec65bcf5deadff3f9",
+                "sha256:c22ab9f96cbaff05c6a84e20ec856383d27eae09e511d3e6ac4479489195861d",
                 "sha256:c62ca0a38958f541a73cf86acdab020c2091631c137bd359c4f5bddde7b75fd4",
                 "sha256:c709d8bda72cf4cd348ccec2a4881f2c5848fd72903c185f363d361b2737f773",
                 "sha256:c968a6aa7e0b56ecbd28531ddf439c2ec103610d3e2bf3b75b813304f8cb7723",
+                "sha256:ca58eba39c68010d7e87a823f22a081b5290e3e3c64714aac3c91481d8b34d22",
                 "sha256:df785d8cb80539d0b55fd47183264b7002077859028dfe3070cf6359bf8b2d9c",
                 "sha256:f406628ca51e0ae90ae76ea8398677a921b36f0bd71aab2099dfed08abd0322f",
                 "sha256:f46087bbd95ebae244a0eda01a618aff11ec7a069b15a3ef8f6b520db523dcf1",
@@ -106,10 +118,11 @@
         },
         "cycler": {
             "hashes": [
-                "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d",
-                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+                "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3",
+                "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"
             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
         },
         "dask": {
             "extras": [
@@ -124,10 +137,19 @@
         },
         "decorator": {
             "hashes": [
-                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
-                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
+                "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330",
+                "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"
             ],
-            "version": "==4.4.2"
+            "markers": "python_version >= '3.5'",
+            "version": "==5.1.1"
+        },
+        "entrypoints": {
+            "hashes": [
+                "sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19",
+                "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"
+            ],
+            "markers": "python_version >= '2.7'",
+            "version": "==0.3"
         },
         "idna": {
             "hashes": [
@@ -138,11 +160,11 @@
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:5c5a2720817414a6c41f0a49993908068243ae02c1635a228126519b509c8aed",
-                "sha256:bf792d480abbd5eda85794e4afb09dd538393f7d6e6ffef6e9f03d2014cf9450"
+                "sha256:899e2a40a8c4a1aec681feef45733de8a6c58f3f6a0dbed2eb6574b4387a77b6",
+                "sha256:951f0d8a5b7260e9db5e41d429285b5f451e928479f19d80818878527d36e95e"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==3.3.0"
+            "version": "==4.10.1"
         },
         "ipykernel": {
             "hashes": [
@@ -154,81 +176,92 @@
         },
         "ipython": {
             "hashes": [
-                "sha256:c987e8178ced651532b3b1ff9965925bfd445c279239697052561a9ab806d28f",
-                "sha256:cbb2ef3d5961d44e6a963b9817d4ea4e1fa2eb589c371a470fed14d8d40cbd6a"
-            ],
-            "version": "==7.19.0"
-        },
-        "ipython-genutils": {
-            "hashes": [
-                "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8",
-                "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"
+                "sha256:55df3e0bd0f94e715abd968bedd89d4e8a7bce4bf498fb123fed4f5398fea874",
+                "sha256:b5548ec5329a4bcf054a5deed5099b0f9622eb9ea51aaa7104d215fece201d8c"
             ],
-            "version": "==0.2.0"
+            "index": "pypi",
+            "version": "==7.31.1"
         },
         "jedi": {
             "hashes": [
-                "sha256:18456d83f65f400ab0c2d3319e48520420ef43b23a086fdc05dff34132f0fb93",
-                "sha256:92550a404bad8afed881a137ec9a461fed49eca661414be45059329614ed0707"
+                "sha256:637c9635fcf47945ceb91cd7f320234a7be540ded6f3e99a50cb6febdfd1ba8d",
+                "sha256:74137626a64a99c8eb6ae5832d99b3bdd7d29a3850fe2aa80a4126b2a7d949ab"
             ],
-            "version": "==0.18.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.18.1"
         },
         "jupyter-client": {
             "hashes": [
-                "sha256:49e390b36fe4b4226724704ea28d9fb903f1a3601b6882ce3105221cd09377a1",
-                "sha256:c958d24d6eacb975c1acebb68ac9077da61b5f5c040f22f6849928ad7393b950"
+                "sha256:540ca35e57e83c5ece81abd9b781a57cba39a37c60a2a30c8c1b2f6663544343",
+                "sha256:f0c576cce235c727e30b0a0da88c2755d0947d0070fa1bc45f195079ffd64e66"
             ],
-            "version": "==6.1.7"
+            "markers": "python_full_version >= '3.6.1'",
+            "version": "==7.1.1"
         },
         "jupyter-core": {
             "hashes": [
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-                "sha256:aa1f9496ab3abe72da4efe0daab0cb2233997914581f9a071e07498c6add8ed3"
+                "sha256:1c091f3bbefd6f2a8782f2c1db662ca8478ac240e962ae2c66f0b87c818154ea",
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             ],
-            "version": "==4.7.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==4.9.1"
         },
         "kiwisolver": {
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         "locket": {
             "hashes": [
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             "hashes": [
@@ -292,111 +325,112 @@
             "index": "pypi",
             "version": "==3.0.3"
         },
+        "matplotlib-inline": {
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+                "sha256:eed2afaa97ec33b4411995be12f8bdb95c87984eaa28d76cf628970c8a2d689a",
+                "sha256:fc7a7d7b0ed72589fd8b8486b9b42a564f10b8762be8bd4d9df94b807af4a089"
+            ],
+            "markers": "python_version < '3.11' and python_version >= '3.7'",
+            "version": "==1.21.5"
+        },
+        "packaging": {
+            "hashes": [
+                "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb",
+                "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==21.3"
         },
         "pandas": {
             "hashes": [
@@ -426,17 +460,18 @@
         },
         "parso": {
             "hashes": [
-                "sha256:15b00182f472319383252c18d5913b69269590616c947747bc50bf4ac768f410",
-                "sha256:8519430ad07087d4c997fda3a7918f7cfa27cb58972a8c89c2a0295a1c940e9e"
+                "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0",
+                "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"
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-            "version": "==0.8.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.8.3"
         },
         "partd": {
             "hashes": [
-                "sha256:6e258bf0810701407ad1410d63d1a15cfd7b773fd9efe555dac6bb82cc8832b0",
-                "sha256:7a491cf254e5ab09e9e6a40d80195e5e0e5e169115bfb8287225cb0c207536d2"
+                "sha256:5c3a5d70da89485c27916328dc1e26232d0e270771bd4caef4a5124b6a457288",
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-            "version": "==1.1.0"
+            "version": "==1.2.0"
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         "pexpect": {
             "hashes": [
@@ -455,17 +490,19 @@
         },
         "pluggy": {
             "hashes": [
-                "sha256:15b2acde666561e1298d71b523007ed7364de07029219b604cf808bfa1c765b0",
-                "sha256:966c145cd83c96502c3c3868f50408687b38434af77734af1e9ca461a4081d2d"
+                "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159",
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-            "version": "==0.13.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.0.0"
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         "prompt-toolkit": {
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-                "sha256:c5eeab58dd31b541442825d7870777f2a2f764eb5fda03334d5219cd84b9722f"
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-            "version": "==3.0.9"
+            "markers": "python_full_version >= '3.6.2'",
+            "version": "==3.0.24"
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         "ptyprocess": {
             "hashes": [
@@ -476,10 +513,11 @@
         },
         "py": {
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+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==1.11.0"
         },
         "py4j": {
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@@ -518,17 +556,19 @@
         },
         "pygments": {
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-            "version": "==2.7.3"
+            "markers": "python_version >= '3.5'",
+            "version": "==2.11.2"
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-                "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"
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-            "version": "==2.4.7"
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@@ -547,51 +587,71 @@
         },
         "python-dateutil": {
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-            "version": "==2020.5"
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             "hashes": [
@@ -635,19 +695,29 @@
             "index": "pypi",
             "version": "==1.2.1"
         },
+        "setuptools": {
+            "hashes": [
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-            "version": "==2.1"
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         "tables": {
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@@ -680,10 +750,10 @@
         },
         "toolz": {
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@@ -729,29 +799,31 @@
                 "sha256:fa2ba70284fa42c2a5ecb35e322e68823288a4251f9ba9cc77be04ae15eada68",
                 "sha256:fba85b6cd9c39be262fcd23865652920832b61583de2a2ca907dbd8e8a8c81e5"
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-            "version": "==5.0.5"
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-                "sha256:7cb407020f00f7bfc3cb3e7881628838e69d8f3fcab2f64742a5e76b2f841918",
-                "sha256:99d4073b617d30288f569d3f13d2bd7548c3a7e4c8de87db09a9d29bb3a4a60c",
-                "sha256:dafc7639cde7f1b6e1acc0f457842a83e722ccca8eef5270af2d74792619a89f"
+                "sha256:4ca091dea149f945ec56afb48dae714f21e8692ef22a395223bcd328961b6a0e",
+                "sha256:7f001e5ac290a0c0401508864c7ec868be4e701886d5b573a9528ed3973d9d3b"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==3.7.4.3"
+            "version": "==4.0.1"
         },
         "urllib3": {
             "hashes": [
                 "sha256:2393a695cd12afedd0dcb26fe5d50d0cf248e5a66f75dbd89a3d4eb333a61af4",
                 "sha256:a637e5fae88995b256e3409dc4d52c2e2e0ba32c42a6365fee8bbd2238de3cfb"
             ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' and python_version < '4'",
             "version": "==1.24.3"
         },
         "wcwidth": {
@@ -763,10 +835,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:102c24ef8f171fd729d46599845e95c7ab894a4cf45f5de11a44cc7444fb1108",
-                "sha256:ed5eee1974372595f9e416cc7bbeeb12335201d8081ca8a0743c954d4446e5cb"
+                "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d",
+                "sha256:b47250dd24f92b7dd6a0a8fc5244da14608f3ca90a5efcd37a3b1642fac9a375"
             ],
-            "version": "==3.4.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==3.7.0"
         }
     },
     "develop": {}