diff --git a/Pipfile.lock b/Pipfile.lock
index 5382b33..8f2244f 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -16,38 +16,48 @@
         ]
     },
     "default": {
-        "appnope": {
-            "hashes": [
-                "sha256:93aa393e9d6c54c5cd570ccadd8edad61ea0c4b9ea7a01409020c9aa019eb442",
-                "sha256:dd83cd4b5b460958838f6eb3000c660b1f9caf2a5b1de4264e941512f603258a"
-            ],
-            "markers": "sys_platform == 'darwin' and platform_system == 'Darwin'",
-            "version": "==0.1.2"
-        },
         "argon2-cffi": {
             "hashes": [
-                "sha256:165cadae5ac1e26644f5ade3bd9c18d89963be51d9ea8817bd671006d7909057",
-                "sha256:217b4f0f853ccbbb5045242946ad2e162e396064575860141b71a85eb47e475a",
-                "sha256:245f64a203012b144b7b8c8ea6d468cb02b37caa5afee5ba4a10c80599334f6a",
-                "sha256:4ad152c418f7eb640eac41ac815534e6aa61d1624530b8e7779114ecfbf327f8",
-                "sha256:566ffb581bbd9db5562327aee71b2eda24a1c15b23a356740abe3c011bbe0dcb",
-                "sha256:65213a9174320a1aee03fe826596e0620783966b49eb636955958b3074e87ff9",
-                "sha256:bc513db2283c385ea4da31a2cd039c33380701f376f4edd12fe56db118a3b21a",
-                "sha256:c7a7c8cc98ac418002090e4add5bebfff1b915ea1cb459c578cd8206fef10378",
-                "sha256:e4d8f0ae1524b7b0372a3e574a2561cbdddb3fdb6c28b70a72868189bda19659",
-                "sha256:f710b61103d1a1f692ca3ecbd1373e28aa5e545ac625ba067ff2feca1b2bb870",
-                "sha256:fa7e7d1fc22514a32b1761fdfa1882b6baa5c36bb3ef557bdd69e6fc9ba14a41"
+                "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80",
+                "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"
             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==21.1.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==21.3.0"
+        },
+        "argon2-cffi-bindings": {
+            "hashes": [
+                "sha256:20ef543a89dee4db46a1a6e206cd015360e5a75822f76df533845c3cbaf72670",
+                "sha256:2c3e3cc67fdb7d82c4718f19b4e7a87123caf8a93fde7e23cf66ac0337d3cb3f",
+                "sha256:3b9ef65804859d335dc6b31582cad2c5166f0c3e7975f324d9ffaa34ee7e6583",
+                "sha256:3e385d1c39c520c08b53d63300c3ecc28622f076f4c2b0e6d7e796e9f6502194",
+                "sha256:58ed19212051f49a523abb1dbe954337dc82d947fb6e5a0da60f7c8471a8476c",
+                "sha256:5e00316dabdaea0b2dd82d141cc66889ced0cdcbfa599e8b471cf22c620c329a",
+                "sha256:603ca0aba86b1349b147cab91ae970c63118a0f30444d4bc80355937c950c082",
+                "sha256:6a22ad9800121b71099d0fb0a65323810a15f2e292f2ba450810a7316e128ee5",
+                "sha256:8cd69c07dd875537a824deec19f978e0f2078fdda07fd5c42ac29668dda5f40f",
+                "sha256:93f9bf70084f97245ba10ee36575f0c3f1e7d7724d67d8e5b08e61787c320ed7",
+                "sha256:9524464572e12979364b7d600abf96181d3541da11e23ddf565a32e70bd4dc0d",
+                "sha256:b2ef1c30440dbbcba7a5dc3e319408b59676e2e039e2ae11a8775ecf482b192f",
+                "sha256:b746dba803a79238e925d9046a63aa26bf86ab2a2fe74ce6b009a1c3f5c8f2ae",
+                "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3",
+                "sha256:bd46088725ef7f58b5a1ef7ca06647ebaf0eb4baff7d1d0d177c6cc8744abd86",
+                "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367",
+                "sha256:d4966ef5848d820776f5f562a7d45fdd70c2f330c961d0d745b784034bd9f48d",
+                "sha256:e415e3f62c8d124ee16018e491a009937f8cf7ebf5eb430ffc5de21b900dad93",
+                "sha256:ed2937d286e2ad0cc79a7087d3c272832865f779430e0cc2b4f3718d3159b0cb",
+                "sha256:f1152ac548bd5b8bcecfb0b0371f082037e47128653df2e8ba6e914d384f3c3e",
+                "sha256:f9f8b450ed0547e3d473fdc8612083fd08dd2120d6ac8f73828df9b7d45bb351"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==21.2.0"
         },
         "attrs": {
             "hashes": [
-                "sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1",
-                "sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb"
+                "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4",
+                "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==21.2.0"
+            "version": "==21.4.0"
         },
         "backcall": {
             "hashes": [
@@ -56,6 +66,14 @@
             ],
             "version": "==0.2.0"
         },
+        "beautifulsoup4": {
+            "hashes": [
+                "sha256:9a315ce70049920ea4572a4055bc4bd700c940521d36fc858205ad4fcde149bf",
+                "sha256:c23ad23c521d818955a4151a67d81580319d4bf548d3d49f4223ae041ff98891"
+            ],
+            "markers": "python_version >= '3.1'",
+            "version": "==4.10.0"
+        },
         "bleach": {
             "hashes": [
                 "sha256:0900d8b37eba61a802ee40ac0061f8c2b5dee29c1927dd1d233e075ebf5a71da",
@@ -144,27 +162,34 @@
         },
         "entrypoints": {
             "hashes": [
-                "sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19",
-                "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"
+                "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4",
+                "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.4"
+        },
+        "fastjsonschema": {
+            "hashes": [
+                "sha256:0a572f0836962d844c1fc435e200b2e4f4677e4e6611a2e3bdd01ba697c275ec",
+                "sha256:ddb0b1d8243e6e3abb822bd14e447a89f4ab7439342912d590444831fa00b6a0"
             ],
-            "markers": "python_version >= '2.7'",
-            "version": "==0.3"
+            "version": "==2.15.3"
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:53ccfd5c134223e497627b9815d5030edf77d2ed573922f7a0b8f8bb81a1c100",
-                "sha256:75bdec14c397f528724c1bfd9709d660b33a4d2e77387a3358f20b848bb5e5fb"
+                "sha256:1208431ca90a8cca1a6b8af391bb53c1a2db74e5d1cef6ddced95d4b2062edc6",
+                "sha256:ea4c597ebf37142f827b8f39299579e31685c31d3a438b59f469406afd0f2539"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==4.8.2"
+            "version": "==4.11.3"
         },
         "importlib-resources": {
             "hashes": [
-                "sha256:33a95faed5fc19b4bc16b29a6eeae248a3fe69dd55d4d229d2b480e23eeaad45",
-                "sha256:d756e2f85dd4de2ba89be0b21dba2a3bbec2e871a42a3a16719258a11f87506b"
+                "sha256:1b93238cbf23b4cde34240dd8321d99e9bf2eb4bc91c0c99b2886283e7baad85",
+                "sha256:a9dd72f6cc106aeb50f6e66b86b69b454766dd6e39b69ac68450253058706bcc"
             ],
             "markers": "python_version < '3.9'",
-            "version": "==5.4.0"
+            "version": "==5.6.0"
         },
         "ipykernel": {
             "hashes": [
@@ -207,11 +232,11 @@
         },
         "jinja2": {
             "hashes": [
-                "sha256:077ce6014f7b40d03b47d1f1ca4b0fc8328a692bd284016f806ed0eaca390ad8",
-                "sha256:611bb273cd68f3b993fabdc4064fc858c5b47a973cb5aa7999ec1ba405c87cd7"
+                "sha256:539835f51a74a69f41b848a9645dbdc35b4f20a3b601e2d9a7e22947b15ff119",
+                "sha256:640bed4bb501cbd17194b3cace1dc2126f5b619cf068a726b98192a0fde74ae9"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==3.0.3"
+            "markers": "python_version >= '3.7'",
+            "version": "==3.1.1"
         },
         "joblib": {
             "hashes": [
@@ -223,27 +248,27 @@
         },
         "jsonschema": {
             "hashes": [
-                "sha256:2a0f162822a64d95287990481b45d82f096e99721c86534f48201b64ebca6e8c",
-                "sha256:390713469ae64b8a58698bb3cbc3859abe6925b565a973f87323ef21b09a27a8"
+                "sha256:636694eb41b3535ed608fe04129f26542b59ed99808b4f688aa32dcf55317a83",
+                "sha256:77281a1f71684953ee8b3d488371b162419767973789272434bbc3f29d9c8823"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.2.1"
+            "version": "==4.4.0"
         },
         "jupyter-client": {
             "hashes": [
-                "sha256:64d93752d8cbfba0c1030c3335c3f0d9797cd1efac012652a14aac1653db11a3",
-                "sha256:a5f995a73cffb314ed262713ae6dfce53c6b8216cea9f332071b8ff44a6e1654"
+                "sha256:aa177279e93205d0681ec0e2e210da01b22c5a1464a56abd455adcac64f0de91",
+                "sha256:d10e31ac4b8364d1cb30ebcee9e5cc7b7eb5d23b76912be9ef3d4c75167fbc68"
             ],
-            "markers": "python_full_version >= '3.6.1'",
-            "version": "==7.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==7.2.1"
         },
         "jupyter-core": {
             "hashes": [
-                "sha256:1c091f3bbefd6f2a8782f2c1db662ca8478ac240e962ae2c66f0b87c818154ea",
-                "sha256:dce8a7499da5a53ae3afd5a9f4b02e5df1d57250cf48f3ad79da23b4778cd6fa"
+                "sha256:d69baeb9ffb128b8cd2657fcf2703f89c769d1673c851812119e3a2a0e93ad9a",
+                "sha256:f875e4d27e202590311d468fa55f90c575f201490bd0c18acabe4e318db4a46d"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==4.9.1"
+            "version": "==4.9.2"
         },
         "jupyterlab-pygments": {
             "hashes": [
@@ -254,128 +279,98 @@
         },
         "kiwisolver": {
             "hashes": [
-                "sha256:0007840186bacfaa0aba4466d5890334ea5938e0bb7e28078a0eb0e63b5b59d5",
-                "sha256:19554bd8d54cf41139f376753af1a644b63c9ca93f8f72009d50a2080f870f77",
-                "sha256:1d45d1c74f88b9f41062716c727f78f2a59a5476ecbe74956fafb423c5c87a76",
-                "sha256:1d819553730d3c2724582124aee8a03c846ec4362ded1034c16fb3ef309264e6",
-                "sha256:2210f28778c7d2ee13f3c2a20a3a22db889e75f4ec13a21072eabb5693801e84",
-                "sha256:22521219ca739654a296eea6d4367703558fba16f98688bd8ce65abff36eaa84",
-                "sha256:25405f88a37c5f5bcba01c6e350086d65e7465fd1caaf986333d2a045045a223",
-                "sha256:2b65bd35f3e06a47b5c30ea99e0c2b88f72c6476eedaf8cfbc8e66adb5479dcf",
-                "sha256:2ddb500a2808c100e72c075cbb00bf32e62763c82b6a882d403f01a119e3f402",
-                "sha256:2f8f6c8f4f1cff93ca5058d6ec5f0efda922ecb3f4c5fb76181f327decff98b8",
-                "sha256:30fa008c172355c7768159983a7270cb23838c4d7db73d6c0f6b60dde0d432c6",
-                "sha256:3dbb3cea20b4af4f49f84cffaf45dd5f88e8594d18568e0225e6ad9dec0e7967",
-                "sha256:4116ba9a58109ed5e4cb315bdcbff9838f3159d099ba5259c7c7fb77f8537492",
-                "sha256:44e6adf67577dbdfa2d9f06db9fbc5639afefdb5bf2b4dfec25c3a7fbc619536",
-                "sha256:5326ddfacbe51abf9469fe668944bc2e399181a2158cb5d45e1d40856b2a0589",
-                "sha256:70adc3658138bc77a36ce769f5f183169bc0a2906a4f61f09673f7181255ac9b",
-                "sha256:72be6ebb4e92520b9726d7146bc9c9b277513a57a38efcf66db0620aec0097e0",
-                "sha256:7843b1624d6ccca403a610d1277f7c28ad184c5aa88a1750c1a999754e65b439",
-                "sha256:7ba5a1041480c6e0a8b11a9544d53562abc2d19220bfa14133e0cdd9967e97af",
-                "sha256:80efd202108c3a4150e042b269f7c78643420cc232a0a771743bb96b742f838f",
-                "sha256:82f49c5a79d3839bc8f38cb5f4bfc87e15f04cbafa5fbd12fb32c941cb529cfb",
-                "sha256:83d2c9db5dfc537d0171e32de160461230eb14663299b7e6d18ca6dca21e4977",
-                "sha256:8d93a1095f83e908fc253f2fb569c2711414c0bfd451cab580466465b235b470",
-                "sha256:8dc3d842fa41a33fe83d9f5c66c0cc1f28756530cd89944b63b072281e852031",
-                "sha256:9661a04ca3c950a8ac8c47f53cbc0b530bce1b52f516a1e87b7736fec24bfff0",
-                "sha256:a498bcd005e8a3fedd0022bb30ee0ad92728154a8798b703f394484452550507",
-                "sha256:a7a4cf5bbdc861987a7745aed7a536c6405256853c94abc9f3287c3fa401b174",
-                "sha256:b5074fb09429f2b7bc82b6fb4be8645dcbac14e592128beeff5461dcde0af09f",
-                "sha256:b6a5431940f28b6de123de42f0eb47b84a073ee3c3345dc109ad550a3307dd28",
-                "sha256:ba677bcaff9429fd1bf01648ad0901cea56c0d068df383d5f5856d88221fe75b",
-                "sha256:bcadb05c3d4794eb9eee1dddf1c24215c92fb7b55a80beae7a60530a91060560",
-                "sha256:bf7eb45d14fc036514c09554bf983f2a72323254912ed0c3c8e697b62c4c158f",
-                "sha256:c358721aebd40c243894298f685a19eb0491a5c3e0b923b9f887ef1193ddf829",
-                "sha256:c4550a359c5157aaf8507e6820d98682872b9100ce7607f8aa070b4b8af6c298",
-                "sha256:c6572c2dab23c86a14e82c245473d45b4c515314f1f859e92608dcafbd2f19b8",
-                "sha256:cba430db673c29376135e695c6e2501c44c256a81495da849e85d1793ee975ad",
-                "sha256:dedc71c8eb9c5096037766390172c34fb86ef048b8e8958b4e484b9e505d66bc",
-                "sha256:e6f5eb2f53fac7d408a45fbcdeda7224b1cfff64919d0f95473420a931347ae9",
-                "sha256:ec2eba188c1906b05b9b49ae55aae4efd8150c61ba450e6721f64620c50b59eb",
-                "sha256:ee040a7de8d295dbd261ef2d6d3192f13e2b08ec4a954de34a6fb8ff6422e24c",
-                "sha256:eedd3b59190885d1ebdf6c5e0ca56828beb1949b4dfe6e5d0256a461429ac386",
-                "sha256:f441422bb313ab25de7b3dbfd388e790eceb76ce01a18199ec4944b369017009",
-                "sha256:f8eb7b6716f5b50e9c06207a14172cf2de201e41912ebe732846c02c830455b9",
-                "sha256:fc4453705b81d03568d5b808ad8f09c77c47534f6ac2e72e733f9ca4714aa75c"
+                "sha256:0b7f50a1a25361da3440f07c58cd1d79957c2244209e4f166990e770256b6b0b",
+                "sha256:0c380bb5ae20d829c1a5473cfcae64267b73aaa4060adc091f6df1743784aae0",
+                "sha256:0d98dca86f77b851350c250f0149aa5852b36572514d20feeadd3c6b1efe38d0",
+                "sha256:0e45e780a74416ef2f173189ef4387e44b5494f45e290bcb1f03735faa6779bf",
+                "sha256:0e8afdf533b613122e4bbaf3c1e42c2a5e9e2d1dd3a0a017749a7658757cb377",
+                "sha256:1008346a7741620ab9cc6c96e8ad9b46f7a74ce839dbb8805ddf6b119d5fc6c2",
+                "sha256:1d1078ba770d6165abed3d9a1be1f9e79b61515de1dd00d942fa53bba79f01ae",
+                "sha256:1dcade8f6fe12a2bb4efe2cbe22116556e3b6899728d3b2a0d3b367db323eacc",
+                "sha256:240009fdf4fa87844f805e23f48995537a8cb8f8c361e35fda6b5ac97fcb906f",
+                "sha256:240c2d51d098395c012ddbcb9bd7b3ba5de412a1d11840698859f51d0e643c4f",
+                "sha256:262c248c60f22c2b547683ad521e8a3db5909c71f679b93876921549107a0c24",
+                "sha256:2e6cda72db409eefad6b021e8a4f964965a629f577812afc7860c69df7bdb84a",
+                "sha256:3c032c41ae4c3a321b43a3650e6ecc7406b99ff3e5279f24c9b310f41bc98479",
+                "sha256:42f6ef9b640deb6f7d438e0a371aedd8bef6ddfde30683491b2e6f568b4e884e",
+                "sha256:484f2a5f0307bc944bc79db235f41048bae4106ffa764168a068d88b644b305d",
+                "sha256:69b2d6c12f2ad5f55104a36a356192cfb680c049fe5e7c1f6620fc37f119cdc2",
+                "sha256:6e395ece147f0692ca7cdb05a028d31b83b72c369f7b4a2c1798f4b96af1e3d8",
+                "sha256:6ece2e12e4b57bc5646b354f436416cd2a6f090c1dadcd92b0ca4542190d7190",
+                "sha256:71469b5845b9876b8d3d252e201bef6f47bf7456804d2fbe9a1d6e19e78a1e65",
+                "sha256:7f606d91b8a8816be476513a77fd30abe66227039bd6f8b406c348cb0247dcc9",
+                "sha256:7f88c4b8e449908eeddb3bbd4242bd4dc2c7a15a7aa44bb33df893203f02dc2d",
+                "sha256:81237957b15469ea9151ec8ca08ce05656090ffabc476a752ef5ad7e2644c526",
+                "sha256:89b57c2984f4464840e4b768affeff6b6809c6150d1166938ade3e22fbe22db8",
+                "sha256:8a830a03970c462d1a2311c90e05679da56d3bd8e78a4ba9985cb78ef7836c9f",
+                "sha256:8ae5a071185f1a93777c79a9a1e67ac46544d4607f18d07131eece08d415083a",
+                "sha256:8b6086aa6936865962b2cee0e7aaecf01ab6778ce099288354a7229b4d9f1408",
+                "sha256:8ec2e55bf31b43aabe32089125dca3b46fdfe9f50afbf0756ae11e14c97b80ca",
+                "sha256:8ff3033e43e7ca1389ee59fb7ecb8303abb8713c008a1da49b00869e92e3dd7c",
+                "sha256:91eb4916271655dfe3a952249cb37a5c00b6ba68b4417ee15af9ba549b5ba61d",
+                "sha256:9d2bb56309fb75a811d81ed55fbe2208aa77a3a09ff5f546ca95e7bb5fac6eff",
+                "sha256:a4e8f072db1d6fb7a7cc05a6dbef8442c93001f4bb604f1081d8c2db3ca97159",
+                "sha256:b1605c7c38cc6a85212dfd6a641f3905a33412e49f7c003f35f9ac6d71f67720",
+                "sha256:b3e251e5c38ac623c5d786adb21477f018712f8c6fa54781bd38aa1c60b60fc2",
+                "sha256:b978afdb913ca953cf128d57181da2e8798e8b6153be866ae2a9c446c6162f40",
+                "sha256:be9a650890fb60393e60aacb65878c4a38bb334720aa5ecb1c13d0dac54dd73b",
+                "sha256:c222f91a45da9e01a9bc4f760727ae49050f8e8345c4ff6525495f7a164c8973",
+                "sha256:c839bf28e45d7ddad4ae8f986928dbf5a6d42ff79760d54ec8ada8fb263e097c",
+                "sha256:cbb5eb4a2ea1ffec26268d49766cafa8f957fe5c1b41ad00733763fae77f9436",
+                "sha256:e348f1904a4fab4153407f7ccc27e43b2a139752e8acf12e6640ba683093dd96",
+                "sha256:e677cc3626287f343de751e11b1e8a5b915a6ac897e8aecdbc996cd34de753a0",
+                "sha256:f74f2a13af201559e3d32b9ddfc303c94ae63d63d7f4326d06ce6fe67e7a8255",
+                "sha256:fa4d97d7d2b2c082e67907c0b8d9f31b85aa5d3ba0d33096b7116f03f8061261",
+                "sha256:ffbdb9a96c536f0405895b5e21ee39ec579cb0ed97bdbd169ae2b55f41d73219"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.3.2"
+            "version": "==1.4.2"
         },
         "markupsafe": {
             "hashes": [
-                "sha256:01a9b8ea66f1658938f65b93a85ebe8bc016e6769611be228d797c9d998dd298",
-                "sha256:023cb26ec21ece8dc3907c0e8320058b2e0cb3c55cf9564da612bc325bed5e64",
-                "sha256:0446679737af14f45767963a1a9ef7620189912317d095f2d9ffa183a4d25d2b",
-                "sha256:04635854b943835a6ea959e948d19dcd311762c5c0c6e1f0e16ee57022669194",
-                "sha256:0717a7390a68be14b8c793ba258e075c6f4ca819f15edfc2a3a027c823718567",
-                "sha256:0955295dd5eec6cb6cc2fe1698f4c6d84af2e92de33fbcac4111913cd100a6ff",
-                "sha256:0d4b31cc67ab36e3392bbf3862cfbadac3db12bdd8b02a2731f509ed5b829724",
-                "sha256:10f82115e21dc0dfec9ab5c0223652f7197feb168c940f3ef61563fc2d6beb74",
-                "sha256:168cd0a3642de83558a5153c8bd34f175a9a6e7f6dc6384b9655d2697312a646",
-                "sha256:1d609f577dc6e1aa17d746f8bd3c31aa4d258f4070d61b2aa5c4166c1539de35",
-                "sha256:1f2ade76b9903f39aa442b4aadd2177decb66525062db244b35d71d0ee8599b6",
-                "sha256:20dca64a3ef2d6e4d5d615a3fd418ad3bde77a47ec8a23d984a12b5b4c74491a",
-                "sha256:2a7d351cbd8cfeb19ca00de495e224dea7e7d919659c2841bbb7f420ad03e2d6",
-                "sha256:2d7d807855b419fc2ed3e631034685db6079889a1f01d5d9dac950f764da3dad",
-                "sha256:2ef54abee730b502252bcdf31b10dacb0a416229b72c18b19e24a4509f273d26",
-                "sha256:36bc903cbb393720fad60fc28c10de6acf10dc6cc883f3e24ee4012371399a38",
-                "sha256:37205cac2a79194e3750b0af2a5720d95f786a55ce7df90c3af697bfa100eaac",
-                "sha256:3c112550557578c26af18a1ccc9e090bfe03832ae994343cfdacd287db6a6ae7",
-                "sha256:3dd007d54ee88b46be476e293f48c85048603f5f516008bee124ddd891398ed6",
-                "sha256:4296f2b1ce8c86a6aea78613c34bb1a672ea0e3de9c6ba08a960efe0b0a09047",
-                "sha256:47ab1e7b91c098ab893b828deafa1203de86d0bc6ab587b160f78fe6c4011f75",
-                "sha256:49e3ceeabbfb9d66c3aef5af3a60cc43b85c33df25ce03d0031a608b0a8b2e3f",
-                "sha256:4dc8f9fb58f7364b63fd9f85013b780ef83c11857ae79f2feda41e270468dd9b",
-                "sha256:4efca8f86c54b22348a5467704e3fec767b2db12fc39c6d963168ab1d3fc9135",
-                "sha256:53edb4da6925ad13c07b6d26c2a852bd81e364f95301c66e930ab2aef5b5ddd8",
-                "sha256:5855f8438a7d1d458206a2466bf82b0f104a3724bf96a1c781ab731e4201731a",
-                "sha256:594c67807fb16238b30c44bdf74f36c02cdf22d1c8cda91ef8a0ed8dabf5620a",
-                "sha256:5b6d930f030f8ed98e3e6c98ffa0652bdb82601e7a016ec2ab5d7ff23baa78d1",
-                "sha256:5bb28c636d87e840583ee3adeb78172efc47c8b26127267f54a9c0ec251d41a9",
-                "sha256:60bf42e36abfaf9aff1f50f52644b336d4f0a3fd6d8a60ca0d054ac9f713a864",
-                "sha256:611d1ad9a4288cf3e3c16014564df047fe08410e628f89805e475368bd304914",
-                "sha256:6300b8454aa6930a24b9618fbb54b5a68135092bc666f7b06901f897fa5c2fee",
-                "sha256:63f3268ba69ace99cab4e3e3b5840b03340efed0948ab8f78d2fd87ee5442a4f",
-                "sha256:6557b31b5e2c9ddf0de32a691f2312a32f77cd7681d8af66c2692efdbef84c18",
-                "sha256:693ce3f9e70a6cf7d2fb9e6c9d8b204b6b39897a2c4a1aa65728d5ac97dcc1d8",
-                "sha256:6a7fae0dd14cf60ad5ff42baa2e95727c3d81ded453457771d02b7d2b3f9c0c2",
-                "sha256:6c4ca60fa24e85fe25b912b01e62cb969d69a23a5d5867682dd3e80b5b02581d",
-                "sha256:6fcf051089389abe060c9cd7caa212c707e58153afa2c649f00346ce6d260f1b",
-                "sha256:7d91275b0245b1da4d4cfa07e0faedd5b0812efc15b702576d103293e252af1b",
-                "sha256:89c687013cb1cd489a0f0ac24febe8c7a666e6e221b783e53ac50ebf68e45d86",
-                "sha256:8d206346619592c6200148b01a2142798c989edcb9c896f9ac9722a99d4e77e6",
-                "sha256:905fec760bd2fa1388bb5b489ee8ee5f7291d692638ea5f67982d968366bef9f",
-                "sha256:97383d78eb34da7e1fa37dd273c20ad4320929af65d156e35a5e2d89566d9dfb",
-                "sha256:984d76483eb32f1bcb536dc27e4ad56bba4baa70be32fa87152832cdd9db0833",
-                "sha256:99df47edb6bda1249d3e80fdabb1dab8c08ef3975f69aed437cb69d0a5de1e28",
-                "sha256:9f02365d4e99430a12647f09b6cc8bab61a6564363f313126f775eb4f6ef798e",
-                "sha256:a30e67a65b53ea0a5e62fe23682cfe22712e01f453b95233b25502f7c61cb415",
-                "sha256:ab3ef638ace319fa26553db0624c4699e31a28bb2a835c5faca8f8acf6a5a902",
-                "sha256:aca6377c0cb8a8253e493c6b451565ac77e98c2951c45f913e0b52facdcff83f",
-                "sha256:add36cb2dbb8b736611303cd3bfcee00afd96471b09cda130da3581cbdc56a6d",
-                "sha256:b2f4bf27480f5e5e8ce285a8c8fd176c0b03e93dcc6646477d4630e83440c6a9",
-                "sha256:b7f2d075102dc8c794cbde1947378051c4e5180d52d276987b8d28a3bd58c17d",
-                "sha256:baa1a4e8f868845af802979fcdbf0bb11f94f1cb7ced4c4b8a351bb60d108145",
-                "sha256:be98f628055368795d818ebf93da628541e10b75b41c559fdf36d104c5787066",
-                "sha256:bf5d821ffabf0ef3533c39c518f3357b171a1651c1ff6827325e4489b0e46c3c",
-                "sha256:c47adbc92fc1bb2b3274c4b3a43ae0e4573d9fbff4f54cd484555edbf030baf1",
-                "sha256:cdfba22ea2f0029c9261a4bd07e830a8da012291fbe44dc794e488b6c9bb353a",
-                "sha256:d6c7ebd4e944c85e2c3421e612a7057a2f48d478d79e61800d81468a8d842207",
-                "sha256:d7f9850398e85aba693bb640262d3611788b1f29a79f0c93c565694658f4071f",
-                "sha256:d8446c54dc28c01e5a2dbac5a25f071f6653e6e40f3a8818e8b45d790fe6ef53",
-                "sha256:deb993cacb280823246a026e3b2d81c493c53de6acfd5e6bfe31ab3402bb37dd",
-                "sha256:e0f138900af21926a02425cf736db95be9f4af72ba1bb21453432a07f6082134",
-                "sha256:e9936f0b261d4df76ad22f8fee3ae83b60d7c3e871292cd42f40b81b70afae85",
-                "sha256:f0567c4dc99f264f49fe27da5f735f414c4e7e7dd850cfd8e69f0862d7c74ea9",
-                "sha256:f5653a225f31e113b152e56f154ccbe59eeb1c7487b39b9d9f9cdb58e6c79dc5",
-                "sha256:f826e31d18b516f653fe296d967d700fddad5901ae07c622bb3705955e1faa94",
-                "sha256:f8ba0e8349a38d3001fae7eadded3f6606f0da5d748ee53cc1dab1d6527b9509",
-                "sha256:f9081981fe268bd86831e5c75f7de206ef275defcb82bc70740ae6dc507aee51",
-                "sha256:fa130dd50c57d53368c9d59395cb5526eda596d3ffe36666cd81a44d56e48872"
+                "sha256:0212a68688482dc52b2d45013df70d169f542b7394fc744c02a57374a4207003",
+                "sha256:089cf3dbf0cd6c100f02945abeb18484bd1ee57a079aefd52cffd17fba910b88",
+                "sha256:10c1bfff05d95783da83491be968e8fe789263689c02724e0c691933c52994f5",
+                "sha256:33b74d289bd2f5e527beadcaa3f401e0df0a89927c1559c8566c066fa4248ab7",
+                "sha256:3799351e2336dc91ea70b034983ee71cf2f9533cdff7c14c90ea126bfd95d65a",
+                "sha256:3ce11ee3f23f79dbd06fb3d63e2f6af7b12db1d46932fe7bd8afa259a5996603",
+                "sha256:421be9fbf0ffe9ffd7a378aafebbf6f4602d564d34be190fc19a193232fd12b1",
+                "sha256:43093fb83d8343aac0b1baa75516da6092f58f41200907ef92448ecab8825135",
+                "sha256:46d00d6cfecdde84d40e572d63735ef81423ad31184100411e6e3388d405e247",
+                "sha256:4a33dea2b688b3190ee12bd7cfa29d39c9ed176bda40bfa11099a3ce5d3a7ac6",
+                "sha256:4b9fe39a2ccc108a4accc2676e77da025ce383c108593d65cc909add5c3bd601",
+                "sha256:56442863ed2b06d19c37f94d999035e15ee982988920e12a5b4ba29b62ad1f77",
+                "sha256:671cd1187ed5e62818414afe79ed29da836dde67166a9fac6d435873c44fdd02",
+                "sha256:694deca8d702d5db21ec83983ce0bb4b26a578e71fbdbd4fdcd387daa90e4d5e",
+                "sha256:6a074d34ee7a5ce3effbc526b7083ec9731bb3cbf921bbe1d3005d4d2bdb3a63",
+                "sha256:6d0072fea50feec76a4c418096652f2c3238eaa014b2f94aeb1d56a66b41403f",
+                "sha256:6fbf47b5d3728c6aea2abb0589b5d30459e369baa772e0f37a0320185e87c980",
+                "sha256:7f91197cc9e48f989d12e4e6fbc46495c446636dfc81b9ccf50bb0ec74b91d4b",
+                "sha256:86b1f75c4e7c2ac2ccdaec2b9022845dbb81880ca318bb7a0a01fbf7813e3812",
+                "sha256:8dc1c72a69aa7e082593c4a203dcf94ddb74bb5c8a731e4e1eb68d031e8498ff",
+                "sha256:8e3dcf21f367459434c18e71b2a9532d96547aef8a871872a5bd69a715c15f96",
+                "sha256:8e576a51ad59e4bfaac456023a78f6b5e6e7651dcd383bcc3e18d06f9b55d6d1",
+                "sha256:96e37a3dc86e80bf81758c152fe66dbf60ed5eca3d26305edf01892257049925",
+                "sha256:97a68e6ada378df82bc9f16b800ab77cbf4b2fada0081794318520138c088e4a",
+                "sha256:99a2a507ed3ac881b975a2976d59f38c19386d128e7a9a18b7df6fff1fd4c1d6",
+                "sha256:a49907dd8420c5685cfa064a1335b6754b74541bbb3706c259c02ed65b644b3e",
+                "sha256:b09bf97215625a311f669476f44b8b318b075847b49316d3e28c08e41a7a573f",
+                "sha256:b7bd98b796e2b6553da7225aeb61f447f80a1ca64f41d83612e6139ca5213aa4",
+                "sha256:b87db4360013327109564f0e591bd2a3b318547bcef31b468a92ee504d07ae4f",
+                "sha256:bcb3ed405ed3222f9904899563d6fc492ff75cce56cba05e32eff40e6acbeaa3",
+                "sha256:d4306c36ca495956b6d568d276ac11fdd9c30a36f1b6eb928070dc5360b22e1c",
+                "sha256:d5ee4f386140395a2c818d149221149c54849dfcfcb9f1debfe07a8b8bd63f9a",
+                "sha256:dda30ba7e87fbbb7eab1ec9f58678558fd9a6b8b853530e176eabd064da81417",
+                "sha256:e04e26803c9c3851c931eac40c695602c6295b8d432cbe78609649ad9bd2da8a",
+                "sha256:e1c0b87e09fa55a220f058d1d49d3fb8df88fbfab58558f1198e08c1e1de842a",
+                "sha256:e72591e9ecd94d7feb70c1cbd7be7b3ebea3f548870aa91e2732960fa4d57a37",
+                "sha256:e8c843bbcda3a2f1e3c2ab25913c80a3c5376cd00c6e8c4a86a89a28c8dc5452",
+                "sha256:efc1913fd2ca4f334418481c7e595c00aad186563bbc1ec76067848c7ca0a933",
+                "sha256:f121a1420d4e173a5d96e47e9a0c0dcff965afdf1626d28de1460815f7c4ee7a",
+                "sha256:fc7b548b17d238737688817ab67deebb30e8073c95749d55538ed473130ec0c7"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2.0.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.1.1"
         },
         "matplotlib": {
             "hashes": [
@@ -415,35 +410,35 @@
         },
         "nbclient": {
             "hashes": [
-                "sha256:8a307be4129cce5f70eb83a57c3edbe45656623c31de54e38bb6fdfbadc428b3",
-                "sha256:99e46ddafacd0b861293bf246fed8540a184adfa3aa7d641f89031ec070701e0"
+                "sha256:40c52c9b5e3c31faecaee69f202b3f53e38d7c1c563de0fadde9d7eda0fdafe8",
+                "sha256:47ac905af59379913c1f8f541098d2550153cf8dc58553cbe18c702b181518b0"
             ],
-            "markers": "python_full_version >= '3.6.1'",
-            "version": "==0.5.9"
+            "markers": "python_version >= '3.7'",
+            "version": "==0.5.13"
         },
         "nbconvert": {
             "hashes": [
-                "sha256:5e77d6203854944520105e38f2563a813a4a3708e8563aa598928a3b5ee1081a",
-                "sha256:8f23fbeabda4a500685d788ee091bf22cf34119304314304fb39f16e2fc32f37"
+                "sha256:21163a8e2073c07109ca8f398836e45efdba2aacea68d6f75a8a545fef070d4e",
+                "sha256:e01d219f55cc79f9701c834d605e8aa3acf35725345d3942e3983937f368ce14"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==6.3.0"
+            "version": "==6.4.5"
         },
         "nbformat": {
             "hashes": [
-                "sha256:b516788ad70771c6250977c1374fcca6edebe6126fd2adb5a69aa5c2356fd1c8",
-                "sha256:eb8447edd7127d043361bc17f2f5a807626bc8e878c7709a1c647abda28a9171"
+                "sha256:38856d97de49e8292e2d5d8f595e9d26f02abfd87e075d450af4511870b40538",
+                "sha256:fcc5ab8cb74e20b19570b5be809e2dba9b82836fd2761a89066ad43394ba29f5"
             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==5.1.3"
+            "markers": "python_version >= '3.7'",
+            "version": "==5.3.0"
         },
         "nest-asyncio": {
             "hashes": [
-                "sha256:76d6e972265063fe92a90b9cc4fb82616e07d586b346ed9d2c89a4187acea39c",
-                "sha256:afc5a1c515210a23c461932765691ad39e8eba6551c055ac8d5546e69250d0aa"
+                "sha256:b98e3ec1b246135e4642eceffa5a6c23a3ab12c82ff816a92c612d68205813b2",
+                "sha256:e442291cd942698be619823a17a86a5759eabe1f8613084790de189fe9e16d65"
             ],
             "markers": "python_version >= '3.5'",
-            "version": "==1.5.1"
+            "version": "==1.5.5"
         },
         "networkx": {
             "hashes": [
@@ -455,11 +450,11 @@
         },
         "notebook": {
             "hashes": [
-                "sha256:5cad068fa82cd4fb98d341c052100ed50cd69fbfb4118cb9b8ab5a346ef27551",
-                "sha256:7bcdf79bd1cda534735bd9830d2cbedab4ee34d8fe1df6e7b946b3aab0902ba3"
+                "sha256:2408a76bc6289283a8eecfca67e298ec83c67db51a4c2e1b713dd180bb39e90e",
+                "sha256:49cead814bff0945fcb2ee07579259418672ac175d3dc3d8102a4b0a656ed4df"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==6.4.6"
+            "index": "pypi",
+            "version": "==6.4.10"
         },
         "numpy": {
             "hashes": [
@@ -528,11 +523,11 @@
         },
         "parso": {
             "hashes": [
-                "sha256:12b83492c6239ce32ff5eed6d3639d6a536170723c6f3f1506869f1ace413398",
-                "sha256:a8c4922db71e4fdb90e0d0bc6e50f9b273d3397925e5e60a717e719201778d22"
+                "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0",
+                "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==0.8.2"
+            "version": "==0.8.3"
         },
         "patsy": {
             "hashes": [
@@ -558,19 +553,19 @@
         },
         "prometheus-client": {
             "hashes": [
-                "sha256:1b12ba48cee33b9b0b9de64a1047cbd3c5f2d0ab6ebcead7ddda613a750ec3c5",
-                "sha256:317453ebabff0a1b02df7f708efbab21e3489e7072b61cb6957230dd004a0af0"
+                "sha256:8f7a922dd5455ad524b6ba212ce8eb2b4b05e073f4ec7218287f88b1cac34750",
+                "sha256:f4aba3fdd1735852049f537c1f0ab177159b7ab76f271ecc4d2f45aa2a1d01f2"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==0.12.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.14.0"
         },
         "prompt-toolkit": {
             "hashes": [
-                "sha256:5f29d62cb7a0ecacfa3d8ceea05a63cd22500543472d64298fc06ddda906b25d",
-                "sha256:7053aba00895473cb357819358ef33f11aa97e4ac83d38efb123e5649ceeecaf"
+                "sha256:62291dad495e665fca0bda814e342c69952086afb0f4094d0893d357e5c78752",
+                "sha256:bd640f60e8cecd74f0dc249713d433ace2ddc62b65ee07f96d358e0b152b6ea7"
             ],
             "markers": "python_full_version >= '3.6.2'",
-            "version": "==3.0.23"
+            "version": "==3.0.29"
         },
         "ptyprocess": {
             "hashes": [
@@ -590,46 +585,46 @@
         },
         "pygments": {
             "hashes": [
-                "sha256:b8e67fe6af78f492b3c4b3e2970c0624cbf08beb1e493b2c99b9fa1b67a20380",
-                "sha256:f398865f7eb6874156579fdf36bc840a03cab64d1cde9e93d68f46a425ec52c6"
+                "sha256:44238f1b60a76d78fc8ca0528ee429702aae011c265fe6a8dd8b63049ae41c65",
+                "sha256:4e426f72023d88d03b2fa258de560726ce890ff3b630f88c21cbb8b2503b8c6a"
             ],
             "markers": "python_version >= '3.5'",
-            "version": "==2.10.0"
+            "version": "==2.11.2"
         },
         "pyparsing": {
             "hashes": [
-                "sha256:04ff808a5b90911829c55c4e26f75fa5ca8a2f5f36aa3a51f68e27033341d3e4",
-                "sha256:d9bdec0013ef1eb5a84ab39a3b3868911598afa494f5faa038647101504e2b81"
+                "sha256:18ee9022775d270c55187733956460083db60b37d0d0fb357445f3094eed3eea",
+                "sha256:a6c06a88f252e6c322f65faf8f418b16213b51bdfaece0524c1c1bc30c63c484"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==3.0.6"
+            "version": "==3.0.7"
         },
         "pyrsistent": {
             "hashes": [
-                "sha256:097b96f129dd36a8c9e33594e7ebb151b1515eb52cceb08474c10a5479e799f2",
-                "sha256:2aaf19dc8ce517a8653746d98e962ef480ff34b6bc563fc067be6401ffb457c7",
-                "sha256:404e1f1d254d314d55adb8d87f4f465c8693d6f902f67eb6ef5b4526dc58e6ea",
-                "sha256:48578680353f41dca1ca3dc48629fb77dfc745128b56fc01096b2530c13fd426",
-                "sha256:4916c10896721e472ee12c95cdc2891ce5890898d2f9907b1b4ae0f53588b710",
-                "sha256:527be2bfa8dc80f6f8ddd65242ba476a6c4fb4e3aedbf281dfbac1b1ed4165b1",
-                "sha256:58a70d93fb79dc585b21f9d72487b929a6fe58da0754fa4cb9f279bb92369396",
-                "sha256:5e4395bbf841693eaebaa5bb5c8f5cdbb1d139e07c975c682ec4e4f8126e03d2",
-                "sha256:6b5eed00e597b5b5773b4ca30bd48a5774ef1e96f2a45d105db5b4ebb4bca680",
-                "sha256:73ff61b1411e3fb0ba144b8f08d6749749775fe89688093e1efef9839d2dcc35",
-                "sha256:772e94c2c6864f2cd2ffbe58bb3bdefbe2a32afa0acb1a77e472aac831f83427",
-                "sha256:773c781216f8c2900b42a7b638d5b517bb134ae1acbebe4d1e8f1f41ea60eb4b",
-                "sha256:a0c772d791c38bbc77be659af29bb14c38ced151433592e326361610250c605b",
-                "sha256:b29b869cf58412ca5738d23691e96d8aff535e17390128a1a52717c9a109da4f",
-                "sha256:c1a9ff320fa699337e05edcaae79ef8c2880b52720bc031b219e5b5008ebbdef",
-                "sha256:cd3caef37a415fd0dae6148a1b6957a8c5f275a62cca02e18474608cb263640c",
-                "sha256:d5ec194c9c573aafaceebf05fc400656722793dac57f254cd4741f3c27ae57b4",
-                "sha256:da6e5e818d18459fa46fac0a4a4e543507fe1110e808101277c5a2b5bab0cd2d",
-                "sha256:e79d94ca58fcafef6395f6352383fa1a76922268fa02caa2272fff501c2fdc78",
-                "sha256:f3ef98d7b76da5eb19c37fda834d50262ff9167c65658d1d8f974d2e4d90676b",
-                "sha256:f4c8cabb46ff8e5d61f56a037974228e978f26bfefce4f61a4b1ac0ba7a2ab72"
+                "sha256:0e3e1fcc45199df76053026a51cc59ab2ea3fc7c094c6627e93b7b44cdae2c8c",
+                "sha256:1b34eedd6812bf4d33814fca1b66005805d3640ce53140ab8bbb1e2651b0d9bc",
+                "sha256:4ed6784ceac462a7d6fcb7e9b663e93b9a6fb373b7f43594f9ff68875788e01e",
+                "sha256:5d45866ececf4a5fff8742c25722da6d4c9e180daa7b405dc0a2a2790d668c26",
+                "sha256:636ce2dc235046ccd3d8c56a7ad54e99d5c1cd0ef07d9ae847306c91d11b5fec",
+                "sha256:6455fc599df93d1f60e1c5c4fe471499f08d190d57eca040c0ea182301321286",
+                "sha256:6bc66318fb7ee012071b2792024564973ecc80e9522842eb4e17743604b5e045",
+                "sha256:7bfe2388663fd18bd8ce7db2c91c7400bf3e1a9e8bd7d63bf7e77d39051b85ec",
+                "sha256:7ec335fc998faa4febe75cc5268a9eac0478b3f681602c1f27befaf2a1abe1d8",
+                "sha256:914474c9f1d93080338ace89cb2acee74f4f666fb0424896fcfb8d86058bf17c",
+                "sha256:b568f35ad53a7b07ed9b1b2bae09eb15cdd671a5ba5d2c66caee40dbf91c68ca",
+                "sha256:cdfd2c361b8a8e5d9499b9082b501c452ade8bbf42aef97ea04854f4a3f43b22",
+                "sha256:d1b96547410f76078eaf66d282ddca2e4baae8964364abb4f4dcdde855cd123a",
+                "sha256:d4d61f8b993a7255ba714df3aca52700f8125289f84f704cf80916517c46eb96",
+                "sha256:d7a096646eab884bf8bed965bad63ea327e0d0c38989fc83c5ea7b8a87037bfc",
+                "sha256:df46c854f490f81210870e509818b729db4488e1f30f2a1ce1698b2295a878d1",
+                "sha256:e24a828f57e0c337c8d8bb9f6b12f09dfdf0273da25fda9e314f0b684b415a07",
+                "sha256:e4f3149fd5eb9b285d6bfb54d2e5173f6a116fe19172686797c056672689daf6",
+                "sha256:e92a52c166426efbe0d1ec1332ee9119b6d32fc1f0bbfd55d5c1088070e7fc1b",
+                "sha256:f87cc2863ef33c709e237d4b5f4502a62a00fab450c9e020892e8e2ede5847f5",
+                "sha256:fd8da6d0124efa2f67d86fa70c851022f87c98e205f0594e1fae044e7119a5a6"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==0.18.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==0.18.1"
         },
         "python-dateutil": {
             "hashes": [
@@ -641,10 +636,10 @@
         },
         "pytz": {
             "hashes": [
-                "sha256:3672058bc3453457b622aab7a1c3bfd5ab0bdae451512f6cf25f64ed37f5b87c",
-                "sha256:acad2d8b20a1af07d4e4c9d2e9285c5ed9104354062f275f3fcd88dcef4f1326"
+                "sha256:1e760e2fe6a8163bc0b3d9a19c4f84342afa0a2affebfaa84b01b978a02ecaa7",
+                "sha256:e68985985296d9a66a881eb3193b0906246245294a881e7c8afe623866ac6a5c"
             ],
-            "version": "==2021.3"
+            "version": "==2022.1"
         },
         "pyzmq": {
             "hashes": [
@@ -768,6 +763,14 @@
             ],
             "version": "==1.8.0"
         },
+        "setuptools": {
+            "hashes": [
+                "sha256:7999cbd87f1b6e1f33bf47efa368b224bed5e27b5ef2c4d46580186cbcb1a86a",
+                "sha256:a65e3802053e99fc64c6b3b29c11132943d5b8c8facbcc461157511546510967"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==62.0.0"
+        },
         "shap": {
             "hashes": [
                 "sha256:3f8d5e1bfc2f0e8b442370e4b8253430f7078fab21b7769e89969b1a0194c3f9",
@@ -785,6 +788,14 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.16.0"
         },
+        "soupsieve": {
+            "hashes": [
+                "sha256:0bcc6d7432153063e3df09c3ac9442af3eba488715bfcad6a4c38ccb2a523124",
+                "sha256:a714129d3021ec17ce5be346b1007300558b378332c289a1a20e7d4de6ff18a5"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2.3.2"
+        },
         "statsmodels": {
             "hashes": [
                 "sha256:02e95c567ac77834210ecbe96a64eb939fc42669f95d583ac6184b00830db743",
@@ -822,19 +833,19 @@
         },
         "terminado": {
             "hashes": [
-                "sha256:09fdde344324a1c9c6e610ee4ca165c4bb7f5bbf982fceeeb38998a988ef8452",
-                "sha256:b20fd93cc57c1678c799799d117874367cc07a3d2d55be95205b1a88fa08393f"
+                "sha256:874d4ea3183536c1782d13c7c91342ef0cf4e5ee1d53633029cbc972c8760bd8",
+                "sha256:94d1cfab63525993f7d5c9b469a50a18d0cdf39435b59785715539dd41e36c0d"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==0.12.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==0.13.3"
         },
         "testpath": {
             "hashes": [
-                "sha256:1acf7a0bcd3004ae8357409fc33751e16d37ccc650921da1094a86581ad1e417",
-                "sha256:8044f9a0bab6567fc644a3593164e872543bb44225b0e24846e2c89237937589"
+                "sha256:2f1b97e6442c02681ebe01bd84f531028a7caea1af3825000f52345c30285e0f",
+                "sha256:8ada9f80a2ac6fb0391aa7cdb1a7d11cfa8429f693eda83f74dde570fe6fa639"
             ],
             "markers": "python_version >= '3.5'",
-            "version": "==0.5.0"
+            "version": "==0.6.0"
         },
         "tornado": {
             "hashes": [
@@ -885,11 +896,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:8dd278a422499cd6b727e6ae4061c40b48fce8b76d1ccbf5d34fca9b7f925b0c",
-                "sha256:d359de7217506c9851b7869f3708d8ee53ed70a1b8edbba4dbcb47442592920d"
+                "sha256:40be55d30e200777a307a7585aee69e4eabb46b4ec6a4b4a5f2d9f11e7d5408d",
+                "sha256:74a2cdefe14d11442cedf3ba4e21a3b84ff9a2dbdc6cfae2c34addb2a14a5ea6"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==4.62.3"
+            "version": "==4.64.0"
         },
         "traitlets": {
             "hashes": [
@@ -901,11 +912,11 @@
         },
         "typing-extensions": {
             "hashes": [
-                "sha256:2cdf80e4e04866a9b3689a51869016d36db0814d84b8d8a568d22781d45d27ed",
-                "sha256:829704698b22e13ec9eaf959122315eabb370b0884400e9818334d8b677023d9"
+                "sha256:1a9462dcc3347a79b1f1c0271fbe79e844580bb598bafa1ed208b94da3cdcd42",
+                "sha256:21c85e0fe4b9a155d0799430b0ad741cdce7e359660ccbd8b530613e8df88ce2"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==4.0.0"
+            "version": "==4.1.1"
         },
         "wcwidth": {
             "hashes": [
@@ -930,11 +941,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:71c644c5369f4a6e07636f0aa966270449561fcea2e3d6747b8d23efaa9d7832",
-                "sha256:9fe5ea21568a0a70e50f273397638d39b03353731e6cbbb3fd8502a33fec40bc"
+                "sha256:56bf8aadb83c24db6c4b577e13de374ccfb67da2078beba1d037c17980bf43ad",
+                "sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.6.0"
+            "version": "==3.8.0"
         }
     },
     "develop": {}