diff --git a/Pipfile.lock b/Pipfile.lock
index 773bb07..c9f307c 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -89,6 +89,14 @@
             ],
             "version": "==0.2.0"
         },
+        "beautifulsoup4": {
+            "hashes": [
+                "sha256:9a315ce70049920ea4572a4055bc4bd700c940521d36fc858205ad4fcde149bf",
+                "sha256:c23ad23c521d818955a4151a67d81580319d4bf548d3d49f4223ae041ff98891"
+            ],
+            "markers": "python_version >= '3.1'",
+            "version": "==4.10.0"
+        },
         "bleach": {
             "hashes": [
                 "sha256:0900d8b37eba61a802ee40ac0061f8c2b5dee29c1927dd1d233e075ebf5a71da",
@@ -177,30 +185,27 @@
         },
         "debugpy": {
             "hashes": [
-                "sha256:01e98c594b3e66d529e40edf314f849cd1a21f7a013298df58cd8e263bf8e184",
-                "sha256:16db27b4b91991442f91d73604d32080b30de655aca9ba821b1972ea8171021b",
-                "sha256:17a25ce9d7714f92fc97ef00cc06269d7c2b163094990ada30156ed31d9a5030",
-                "sha256:194f95dd3e84568b5489aab5689a3a2c044e8fdc06f1890b8b4f70b6b89f2778",
-                "sha256:1ec3a086e14bba6c472632025b8fe5bdfbaef2afa1ebd5c6615ce6ed8d89bc67",
-                "sha256:23df67fc56d59e386c342428a7953c2c06cc226d8525b11319153e96afb65b0c",
-                "sha256:26fbe53cca45a608679094791ce587b6e2798acd1d4777a8b303b07622e85182",
-                "sha256:2b073ad5e8d8c488fbb6a116986858bab0c9c4558f28deb8832c7a5a27405bd6",
-                "sha256:318f81f37341e4e054b4267d39896b73cddb3612ca13b39d7eea45af65165e1d",
-                "sha256:3a457ad9c0059a21a6c7d563c1f18e924f5cf90278c722bd50ede6f56b77c7fe",
-                "sha256:4404a62fb5332ea5c8c9132290eef50b3a0ba38cecacad5529e969a783bcbdd7",
-                "sha256:5d76a4fd028d8009c3faf1185b4b78ceb2273dd2499447664b03939e0368bb90",
-                "sha256:70b422c63a833630c33e3f9cdbd9b6971f8c5afd452697e464339a21bbe862ba",
-                "sha256:82f5f9ce93af6861a0713f804e62ab390bb12a17f113153e47fea8bbb1dfbe36",
-                "sha256:a2aa64f6d2ca7ded8a7e8a4e7cae3bc71866b09876b7b05cecad231779cb9156",
-                "sha256:b2df2c373e85871086bd55271c929670cd4e1dba63e94a08d442db830646203b",
-                "sha256:b5b3157372e0e0a1297a8b6b5280bcf1d35a40f436c7973771c972726d1e32d5",
-                "sha256:d2b09e91fbd1efa4f4fda121d49af89501beda50c18ed7499712c71a4bf3452e",
-                "sha256:d876db8c312eeb02d85611e0f696abe66a2c1515e6405943609e725d5ff36f2a",
-                "sha256:f3a3dca9104aa14fd4210edcce6d9ce2b65bd9618c0b222135a40b9d6e2a9eeb",
-                "sha256:f73988422b17f071ad3c4383551ace1ba5ed810cbab5f9c362783d22d40a08dc"
+                "sha256:0d383b91efee57dbb923ba20801130cf60450a0eda60bce25bccd937de8e323a",
+                "sha256:0e3aa2368883e83e7b689ddff3cafb595f7b711f6a065886b46a96a7fef874e7",
+                "sha256:132defb585b518955358321d0f42f6aa815aa15b432be27db654807707c70b2f",
+                "sha256:1ff853e60e77e1c16f85a31adb8360bb2d98ca588d7ed645b7f0985b240bdb5e",
+                "sha256:245c7789a012f86210847ec7ee9f38c30a30d4c2223c3e111829a76c9006a5d0",
+                "sha256:30abefefd2ff5a5481162d613cb70e60e2fa80a5eb4c994717c0f008ed25d2e1",
+                "sha256:40de9ba137d355538432209d05e0f5fe5d0498dce761c39119ad4b950b51db31",
+                "sha256:4de7777842da7e08652f2776c552070bbdd758557fdec73a15d7be0e4aab95ce",
+                "sha256:5c492235d6b68f879df3bdbdb01f25c15be15682665517c2c7d0420e5658d71f",
+                "sha256:72bcfa97f3afa0064afc77ab811f48ad4a06ac330f290b675082c24437730366",
+                "sha256:7b79c40852991f7b6c3ea65845ed0f5f6b731c37f4f9ad9c61e2ab4bd48a9275",
+                "sha256:8e972c717d95f56b6a3a7a29a5ede1ee8f2c3802f6f0e678203b0778eb322bf1",
+                "sha256:8ee75844242b4537beb5899f3e60a578454d1f136b99e8d57ac424573797b94a",
+                "sha256:a65a2499761d47df3e9ea9567109be6e73d412e00ac3ffcf74839f3ddfcdf028",
+                "sha256:a8aaeb53e87225141fda7b9081bd87155c1debc13e2f5a532d341112d1983b65",
+                "sha256:bd980d533d0ddfc451e03a3bb32acb2900049fec39afc3425b944ebf0889be62",
+                "sha256:e3513399177dd37af4c1332df52da5da1d0c387e5927dc4c0709e26ee7302e8f",
+                "sha256:eb1946efac0c0c3d411cea0b5ac772fbde744109fd9520fb0c5a51979faf05ad"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==1.5.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==1.6.0"
         },
         "decorator": {
             "hashes": [
@@ -243,27 +248,27 @@
         },
         "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": [
-                "sha256:4fae9df6e192837552b2406a6052d707046dd2e153860be73c68484bacba18ed",
-                "sha256:f95070a2dfd3147f8ab19f18ee46733310813758593745e07ec18fb08b409f1d"
+                "sha256:86ebe63f58cb68f299e06a2add4957df0eaebc7b0864de5711accd9c532d7810",
+                "sha256:d1c7d92daea5d9b55a33e523d4d17c09ad38e0df17a4e0ed2fa5c97f07f200ba"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==6.9.1"
+            "version": "==6.10.0"
         },
         "ipython": {
             "hashes": [
-                "sha256:6f56bfaeaa3247aa3b9cd3b8cbab3a9c0abf7428392f97b21902d12b2f42a381",
-                "sha256:8138762243c9b3a3ffcf70b37151a2a35c23d3a29f9743878c33624f4207be3d"
+                "sha256:1b672bfd7a48d87ab203d9af8727a3b0174a4566b4091e9447c22fb63ea32857",
+                "sha256:70e5eb132cac594a34b5f799bd252589009905f05104728aea6a403ec2519dc1"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==8.1.1"
+            "version": "==8.2.0"
         },
         "ipython-genutils": {
             "hashes": [
@@ -274,10 +279,10 @@
         },
         "ipywidgets": {
             "hashes": [
-                "sha256:00974f7cb4d5f8d494c19810fedb9fa9b64bffd3cda7c2be23c133a1ad3c99c5",
-                "sha256:d258f582f915c62ea91023299603be095de19afb5ee271698f88327b9fe9bf43"
+                "sha256:ab4a5596855a88b83761921c768707d65e5847068139bc1729ddfe834703542a",
+                "sha256:e58ff58bc94d481e91ecb6e13a5cb96a87b6b8ade135e055603d0ca24593df38"
             ],
-            "version": "==7.6.5"
+            "version": "==7.7.0"
         },
         "jedi": {
             "hashes": [
@@ -289,11 +294,11 @@
         },
         "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": [
@@ -329,19 +334,19 @@
         },
         "jupyter-client": {
             "hashes": [
-                "sha256:4ea61033726c8e579edb55626d8ee2e6bf0a83158ddf3751b8dd46b2c5cd1e96",
-                "sha256:d56f1c57bef42ff31e61b1185d3348a5b2bcde7c9a05523ae4dbe5ee0871797c"
+                "sha256:00e284dd1a5ac605ead8a42ada2a97041b642c1ef6cefb30c3c415b4eb94bead",
+                "sha256:c5d9177edb74a0a0d060965dd33ec589b58cf7d1a16f9b60c465404852e0f992"
             ],
-            "markers": "python_full_version >= '3.6.1'",
-            "version": "==7.1.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==7.2.0"
         },
         "jupyter-console": {
             "hashes": [
-                "sha256:242248e1685039cd8bff2c2ecb7ce6c1546eb50ee3b08519729e6e881aec19c7",
-                "sha256:7799c4ea951e0e96ba8260575423cb323ea5a03fcf5503560fa3e15748869e27"
+                "sha256:55f32626b0be647a85e3217ddcdb22db69efc79e8b403b9771eb9ecc696019b5",
+                "sha256:e630bcb682c0088dda45688ad7c2424d4a825c8acf494cb036ced03ed0424841"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==6.4.0"
+            "version": "==6.4.3"
         },
         "jupyter-core": {
             "hashes": [
@@ -353,11 +358,11 @@
         },
         "jupyter-server": {
             "hashes": [
-                "sha256:9e3e9717eea3bffab8cfb2ff330011be6c8bbd9cdae5b71cef169fcece2f19d3",
-                "sha256:a3eb9d397df2de26134cb24fe7cb5da60ec28b4f8b292e0bdefd450b1f062dd3"
+                "sha256:1983a2a71d8709a77da6804ece67ded776c201ba11126de7002d088fb3418c85",
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             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==1.13.5"
+            "index": "pypi",
+            "version": "==1.15.4"
         },
         "jupyterlab": {
             "hashes": [
@@ -376,115 +381,114 @@
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         "jupyterlab-server": {
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-            "version": "==2.10.3"
+            "markers": "python_version >= '3.7'",
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@@ -534,35 +538,35 @@
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@@ -574,11 +578,11 @@
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@@ -751,6 +755,44 @@
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+            "version": "==5.9.0"
+        },
         "ptyprocess": {
             "hashes": [
                 "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35",
@@ -821,15 +863,15 @@
                 "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
                 "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.8.2"
         },
         "pytz": {
             "hashes": [
-                "sha256:3672058bc3453457b622aab7a1c3bfd5ab0bdae451512f6cf25f64ed37f5b87c",
-                "sha256:acad2d8b20a1af07d4e4c9d2e9285c5ed9104354062f275f3fcd88dcef4f1326"
+                "sha256:1e760e2fe6a8163bc0b3d9a19c4f84342afa0a2affebfaa84b01b978a02ecaa7",
+                "sha256:e68985985296d9a66a881eb3193b0906246245294a881e7c8afe623866ac6a5c"
             ],
-            "version": "==2021.3"
+            "version": "==2022.1"
         },
         "pyzmq": {
             "hashes": [
@@ -886,11 +928,11 @@
         },
         "qtconsole": {
             "hashes": [
-                "sha256:4aa6a3e600e0c8cf16853f2378311bc2371f57cb0f22ecfc28994f4cf409ee2e",
-                "sha256:8f9db97b27782184efd0a0f2d57ea3bd852d053747a2e442a9011329c082976d"
+                "sha256:75f2ded876444454edcb5a53262149e33b53db3a4a53116b7c3df52830905b0f",
+                "sha256:8e3520fdc75e46abc4cc6cffeca16fa2652754109b8ae839fa28e27d1eba5625"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==5.2.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==5.3.0"
         },
         "qtpy": {
             "hashes": [
@@ -981,18 +1023,18 @@
         },
         "setuptools": {
             "hashes": [
-                "sha256:2347b2b432c891a863acadca2da9ac101eae6169b1d3dfee2ec605ecd50dbfe5",
-                "sha256:e4f30b9f84e5ab3decf945113119649fec09c1fc3507c6ebffec75646c56e62b"
+                "sha256:8f4813dd6a4d6cc17bde85fb2e635fe19763f96efbb0ddf5575562e5ee0bc47a",
+                "sha256:c3d4e2ab578fbf83775755cd76dae73627915a22832cf4ea5de895978767833b"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==60.9.3"
+            "version": "==61.2.0"
         },
         "six": {
             "hashes": [
                 "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
                 "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.16.0"
         },
         "sklearn": {
@@ -1010,6 +1052,14 @@
             "markers": "python_version >= '3.5'",
             "version": "==1.2.0"
         },
+        "soupsieve": {
+            "hashes": [
+                "sha256:1a3cca2617c6b38c0343ed661b1fa5de5637f257d4fe22bd9f1338010a1efefb",
+                "sha256:b8d49b1cd4f037c7082a9683dfa1801aa2597fb11c3a1155b7a5b94829b4f1f9"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2.3.1"
+        },
         "stack-data": {
             "hashes": [
                 "sha256:45692d41bd633a9503a5195552df22b583caf16f0b27c4e58c98d88c8b648e12",
@@ -1019,11 +1069,11 @@
         },
         "terminado": {
             "hashes": [
-                "sha256:d61f112f3beb7271d953d3934f056af185f6be0750303581fa1c511379a8a5d0",
-                "sha256:e6147a7ea31d150f9df4a26cedde3dbb2e011be269f89ff0267ae4157f3ae426"
+                "sha256:874d4ea3183536c1782d13c7c91342ef0cf4e5ee1d53633029cbc972c8760bd8",
+                "sha256:94d1cfab63525993f7d5c9b469a50a18d0cdf39435b59785715539dd41e36c0d"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==0.13.2"
+            "version": "==0.13.3"
         },
         "testpath": {
             "hashes": [
@@ -1138,11 +1188,11 @@
         },
         "urllib3": {
             "hashes": [
-                "sha256:000ca7f471a233c2251c6c7023ee85305721bfdf18621ebff4fd17a8653427ed",
-                "sha256:0e7c33d9a63e7ddfcb86780aac87befc2fbddf46c58dbb487e0855f7ceec283c"
+                "sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14",
+                "sha256:aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'",
-            "version": "==1.26.8"
+            "version": "==1.26.9"
         },
         "wcwidth": {
             "hashes": [
@@ -1160,18 +1210,18 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:074e2ed575e7c822fc0940d31c3ac9bb2b1142c303eafcf3e304e6ce035522e8",
-                "sha256:6278a75065395418283f887de7c3beafb3aa68dada5cacbe4b214e8d26da499b"
+                "sha256:50b21db0058f7a953d67cc0445be4b948d7fc196ecbeb8083d68d94628e4abf6",
+                "sha256:722b171be00f2b90e1d4fb2f2b53146a536ca38db1da8ff49c972a4e1365d0ef"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==1.3.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==1.3.2"
         },
         "widgetsnbextension": {
             "hashes": [
-                "sha256:763a9fdc836d141fa080005a886d63f66f73d56dba1fb5961afc239c77708569",
-                "sha256:e0731a60ba540cd19bbbefe771a9076dcd2dde90713a8f87f27f53f2d1db7727"
+                "sha256:4fd321cad39fdcf8a8e248a657202d42917ada8e8ed5dd3f60f073e0d54ceabd",
+                "sha256:e84a7a9fcb9baf3d57106e184a7389a8f8eb935bf741a5eb9d60aa18cc029a80"
             ],
-            "version": "==3.5.2"
+            "version": "==3.6.0"
         },
         "zipp": {
             "hashes": [