diff --git a/Pipfile.lock b/Pipfile.lock
index c1b5e1a..e23a526 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -16,54 +16,14 @@
         ]
     },
     "default": {
-        "boto": {
-            "hashes": [
-                "sha256:147758d41ae7240dc989f0039f27da8ca0d53734be0eb869ef16e3adcfa462e8",
-                "sha256:ea0d3b40a2d852767be77ca343b58a9e3a4b00d9db440efb8da74b4e58025e5a"
-            ],
-            "version": "==2.49.0"
-        },
-        "boto3": {
-            "hashes": [
-                "sha256:839285fbd6f3ab16170af449ae9e33d0eccf97ca22de17d9ff68b8da2310ea06",
-                "sha256:d93f1774c4bc66e02acdda2067291acb9e228a035435753cb75f83ad2904cbe3"
-            ],
-            "version": "==1.9.253"
-        },
-        "botocore": {
-            "hashes": [
-                "sha256:3baf129118575602ada9926f5166d82d02273c250d0feb313fc270944b27c48b",
-                "sha256:dc080aed4f9b220a9e916ca29ca97a9d37e8e1d296fe89cbaeef929bf0c8066b"
-            ],
-            "version": "==1.12.253"
-        },
-        "certifi": {
-            "hashes": [
-                "sha256:e4f3620cfea4f83eedc95b24abd9cd56f3c4b146dd0177e83a21b4eb49e21e50",
-                "sha256:fd7c7c74727ddcf00e9acd26bba8da604ffec95bf1c2144e67aff7a8b50e6cef"
-            ],
-            "version": "==2019.9.11"
-        },
-        "chardet": {
-            "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
-            ],
-            "version": "==3.0.4"
-        },
-        "docutils": {
-            "hashes": [
-                "sha256:6c4f696463b79f1fb8ba0c594b63840ebd41f059e92b31957c46b74a4599b6d0",
-                "sha256:9e4d7ecfc600058e07ba661411a2b7de2fd0fafa17d1a7f7361cd47b1175c827",
-                "sha256:a2aeea129088da402665e92e0b25b04b073c04b2dce4ab65caaa38b7ce2e1a99"
-            ],
-            "version": "==0.15.2"
-        },
         "gensim": {
             "hashes": [
+                "sha256:1c1aff6ce79628d5e3fbc27481fe8c565be555f03333dc385fa0a48e3c149a62",
                 "sha256:24adaca52e8d821a2f5d5e6fe2e37cf321b1fafb505926ea79a7c2f019ce5b07",
                 "sha256:27e1f7ed5a0bb2e93b7c2a6bd3ab71eca0c59568770e45f2df456d3909c0e47d",
+                "sha256:28555a2388a636ffcba3c19f9a2f2647275a1283a240e5fa3133ab3d49e375c1",
                 "sha256:2dae73ebe970b8c1b58978799d4936ec52ab1db86929c49194c11a4c75957ef0",
+                "sha256:3417b628b0ecde89932f3e499fccc55e56b38cbcc7a4d83f5a45098674bde5d2",
                 "sha256:34b36fd3b459b37534c6fe326e90dd41ca8936ef01369c329878ff9add47db96",
                 "sha256:3c6103dba32b32d436c816df6e73c4939b8f1b0c40f372804f776105dbff7889",
                 "sha256:521b4d5921c26fec82d9989051c2949e477667edee30bb74a9eb43e44bddd6ad",
@@ -74,31 +34,21 @@
                 "sha256:8437400c1eb243a867a2f34018e58e502f8d645696536383a8a232b13866ad71",
                 "sha256:a3facc221c62365b29bc249b36c43f034bc85bb9940b8b6b13a9769264636847",
                 "sha256:a5dce235d076b5a17b672f53d605c04367b36c116f1c0b3f1793e44660b7856f",
+                "sha256:b6302f6f230798b6a38760d4f723eac63c04dad058a5a48beb5bf3d16d7910d3",
                 "sha256:ba6198b2389b45c2d851b4226c0e653fafb8b706dd181d472211da8b8c1e8fe6",
                 "sha256:cb3ea7d70106049c3453e19bda1f72412c358b94faf577a8de64bcd1a90aa4f8",
                 "sha256:db9b9dd9410289c4848aef173e105a6c433d31ac6347f1c289bd1ce7632eba84",
                 "sha256:e7ccc22df2ccefbef1cf5a5ebaec1467115e2a7d602058e9a5d25ec2a322b3bc",
-                "sha256:f43f9d813a3205aaa47159f9f75445621c680905f07606c275e971ed2e48c6e2"
+                "sha256:f129be631759ec76bf1ca58f4f12eb8f08d2f534bcd948893f6960d02eb2e87e",
+                "sha256:f43f9d813a3205aaa47159f9f75445621c680905f07606c275e971ed2e48c6e2",
+                "sha256:f75d662a9096251a9f4b0c6b92360b37c3f7335d0e11e54e53cc5c24158d98aa"
             ],
             "index": "pypi",
             "version": "==3.6.0"
         },
-        "idna": {
-            "hashes": [
-                "sha256:c357b3f628cf53ae2c4c05627ecc484553142ca23264e593d327bcde5e9c3407",
-                "sha256:ea8b7f6188e6fa117537c3df7da9fc686d485087abf6ac197f9c46432f7e4a3c"
-            ],
-            "version": "==2.8"
-        },
-        "jmespath": {
-            "hashes": [
-                "sha256:3720a4b1bd659dd2eecad0666459b9788813e032b83e7ba58578e48254e0a0e6",
-                "sha256:bde2aef6f44302dfb30320115b17d030798de8c4110e28d5cf6cf91a7a31074c"
-            ],
-            "version": "==0.9.4"
-        },
         "nltk": {
             "hashes": [
+                "sha256:a08bdb4b8a1c13de16743068d9eb61c8c71c2e5d642e8e08205c528035843f82",
                 "sha256:bed45551259aa2101381bbdd5df37d44ca2669c5c3dad72439fa459b29137d94"
             ],
             "index": "pypi",
@@ -161,66 +111,65 @@
         },
         "python-dateutil": {
             "hashes": [
-                "sha256:7e6584c74aeed623791615e26efd690f29817a27c73085b78e4bad02493df2fb",
-                "sha256:c89805f6f4d64db21ed966fda138f8a5ed7a4fdbc1a8ee329ce1b74e3c74da9e"
+                "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
+                "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
             ],
-            "markers": "python_version >= '2.7'",
-            "version": "==2.8.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==2.8.2"
         },
         "pytz": {
             "hashes": [
-                "sha256:1c557d7d0e871de1f5ccd5833f60fb2550652da6be2693c1e02300743d21500d",
-                "sha256:b02c06db6cf09c12dd25137e563b31700d3b80fcc4ad23abb7a315f2789819be"
-            ],
-            "version": "==2019.3"
-        },
-        "requests": {
-            "hashes": [
-                "sha256:11e007a8a2aa0323f5a921e9e6a2d7e4e67d9877e85773fba9ba6419025cbeb4",
-                "sha256:9cf5292fcd0f598c671cfc1e0d7d1a7f13bb8085e9a590f48c010551dc6c4b31"
-            ],
-            "version": "==2.22.0"
-        },
-        "s3transfer": {
-            "hashes": [
-                "sha256:6efc926738a3cd576c2a79725fed9afde92378aa5c6a957e3af010cb019fac9d",
-                "sha256:b780f2411b824cb541dbcd2c713d0cb61c7d1bcadae204cdddda2b35cef493ba"
+                "sha256:220f481bdafa09c3955dfbdddb7b57780e9a94f5127e35456a48589b9e0c0197",
+                "sha256:cea221417204f2d1a2aa03ddae3e867921971d0d76f14d87abb4414415bbdcf5"
             ],
-            "version": "==0.2.1"
+            "version": "==2022.2.1"
         },
         "scipy": {
             "hashes": [
-                "sha256:0baa64bf42592032f6f6445a07144e355ca876b177f47ad8d0612901c9375bef",
-                "sha256:243b04730d7223d2b844bda9500310eecc9eda0cba9ceaf0cde1839f8287dfa8",
-                "sha256:2643cfb46d97b7797d1dbdb6f3c23fe3402904e3c90e6facfe6a9b98d808c1b5",
-                "sha256:396eb4cdad421f846a1498299474f0a3752921229388f91f60dc3eda55a00488",
-                "sha256:3ae3692616975d3c10aca6d574d6b4ff95568768d4525f76222fb60f142075b9",
-                "sha256:435d19f80b4dcf67dc090cc04fde2c5c8a70b3372e64f6a9c58c5b806abfa5a8",
-                "sha256:46a5e55850cfe02332998b3aef481d33f1efee1960fe6cfee0202c7dd6fc21ab",
-                "sha256:75b513c462e58eeca82b22fc00f0d1875a37b12913eee9d979233349fce5c8b2",
-                "sha256:7ccfa44a08226825126c4ef0027aa46a38c928a10f0a8a8483c80dd9f9a0ad44",
-                "sha256:89dd6a6d329e3f693d1204d5562dd63af0fd7a17854ced17f9cbc37d5b853c8d",
-                "sha256:a81da2fe32f4eab8b60d56ad43e44d93d392da228a77e229e59b51508a00299c",
-                "sha256:a9d606d11eb2eec7ef893eb825017fbb6eef1e1d0b98a5b7fc11446ebeb2b9b1",
-                "sha256:ac37eb652248e2d7cbbfd89619dce5ecfd27d657e714ed049d82f19b162e8d45",
-                "sha256:cbc0611699e420774e945f6a4e2830f7ca2b3ee3483fca1aa659100049487dd5",
-                "sha256:d02d813ec9958ed63b390ded463163685af6025cb2e9a226ec2c477df90c6957",
-                "sha256:dd3b52e00f93fd1c86f2d78243dfb0d02743c94dd1d34ffea10055438e63b99d"
-            ],
-            "version": "==1.3.1"
+                "sha256:168c45c0c32e23f613db7c9e4e780bc61982d71dcd406ead746c7c7c2f2004ce",
+                "sha256:213bc59191da2f479984ad4ec39406bf949a99aba70e9237b916ce7547b6ef42",
+                "sha256:25b241034215247481f53355e05f9e25462682b13bd9191359075682adcd9554",
+                "sha256:2c872de0c69ed20fb1a9b9cf6f77298b04a26f0b8720a5457be08be254366c6e",
+                "sha256:3397c129b479846d7eaa18f999369a24322d008fac0782e7828fa567358c36ce",
+                "sha256:368c0f69f93186309e1b4beb8e26d51dd6f5010b79264c0f1e9ca00cd92ea8c9",
+                "sha256:3d5db5d815370c28d938cf9b0809dade4acf7aba57eaf7ef733bfedc9b2474c4",
+                "sha256:4598cf03136067000855d6b44d7a1f4f46994164bcd450fb2c3d481afc25dd06",
+                "sha256:4a453d5e5689de62e5d38edf40af3f17560bfd63c9c5bd228c18c1f99afa155b",
+                "sha256:4f12d13ffbc16e988fa40809cbbd7a8b45bc05ff6ea0ba8e3e41f6f4db3a9e47",
+                "sha256:634568a3018bc16a83cda28d4f7aed0d803dd5618facb36e977e53b2df868443",
+                "sha256:65923bc3809524e46fb7eb4d6346552cbb6a1ffc41be748535aa502a2e3d3389",
+                "sha256:6b0ceb23560f46dd236a8ad4378fc40bad1783e997604ba845e131d6c680963e",
+                "sha256:8c8d6ca19c8497344b810b0b0344f8375af5f6bb9c98bd42e33f747417ab3f57",
+                "sha256:9ad4fcddcbf5dc67619379782e6aeef41218a79e17979aaed01ed099876c0e62",
+                "sha256:a254b98dbcc744c723a838c03b74a8a34c0558c9ac5c86d5561703362231107d",
+                "sha256:b03c4338d6d3d299e8ca494194c0ae4f611548da59e3c038813f1a43976cb437",
+                "sha256:cc1f78ebc982cd0602c9a7615d878396bec94908db67d4ecddca864d049112f2",
+                "sha256:d6d25c41a009e3c6b7e757338948d0076ee1dd1770d1c09ec131f11946883c54",
+                "sha256:d84cadd7d7998433334c99fa55bcba0d8b4aeff0edb123b2a1dfcface538e474",
+                "sha256:e360cb2299028d0b0d0f65a5c5e51fc16a335f1603aa2357c25766c8dab56938",
+                "sha256:e98d49a5717369d8241d6cf33ecb0ca72deee392414118198a8e5b4c35c56340",
+                "sha256:ed572470af2438b526ea574ff8f05e7f39b44ac37f712105e57fc4d53a6fb660",
+                "sha256:f87b39f4d69cf7d7529d7b1098cb712033b17ea7714aed831b95628f483fd012",
+                "sha256:fa789583fc94a7689b45834453fec095245c7e69c58561dc159b5d5277057e4c"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.5.4"
         },
         "six": {
             "hashes": [
-                "sha256:3350809f0555b11f552448330d0b52d5f24c91a322ea4a15ef22629740f3761c",
-                "sha256:d16a0141ec1a18405cd4ce8b4613101da75da0e9a7aec5bdd4fa804d0e0eba73"
+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
+                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "version": "==1.12.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.16.0"
         },
         "smart-open": {
             "hashes": [
-                "sha256:788e07f035defcbb62e3c1e313329a70b0976f4f65406ee767db73ad5d2d04f9"
+                "sha256:1a5315659844085a1ba7ec40d080c1d084ba8535ec113160d692fe8a0e032417",
+                "sha256:c8fd9e9f90f0e285f1346481b0ae0fb57bd04b1138826c5e826ee98b2029d7f3"
             ],
-            "version": "==1.8.4"
+            "markers": "python_version >= '3.6' and python_version < '4.0'",
+            "version": "==6.1.0"
         },
         "textblob": {
             "hashes": [
@@ -229,94 +178,254 @@
             ],
             "index": "pypi",
             "version": "==0.15.2"
-        },
-        "urllib3": {
-            "hashes": [
-                "sha256:3de946ffbed6e6746608990594d08faac602528ac7015ac28d33cee6a45b7398",
-                "sha256:9a107b99a5393caf59c7aa3c1249c16e6879447533d0887f4336dde834c7be86"
-            ],
-            "markers": "python_version >= '3.4'",
-            "version": "==1.25.6"
         }
     },
     "develop": {
+        "argon2-cffi": {
+            "hashes": [
+                "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80",
+                "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"
+            ],
+            "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"
+        },
         "astroid": {
             "hashes": [
-                "sha256:09a3fba616519311f1af8a461f804b68f0370e100c9264a035aa7846d7852e33",
-                "sha256:5a79c9b4bd6c4be777424593f957c996e20beb5f74e0bc332f47713c6f675efe"
+                "sha256:09b81fc39d5497b25777c5343575c8c065321c39f1fb58db2e2fb8884cff6225",
+                "sha256:937a0229b5c078ca0bb69bdae7f00f95ba5bdee7ba38d9c7fcef92c5ce935f92"
             ],
-            "version": "==2.3.2"
+            "markers": "python_full_version >= '3.7.2'",
+            "version": "==2.12.3"
         },
         "attrs": {
             "hashes": [
-                "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
-                "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"
+                "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
+                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
             ],
-            "version": "==19.3.0"
+            "markers": "python_version >= '3.5'",
+            "version": "==22.1.0"
         },
         "backcall": {
             "hashes": [
-                "sha256:38ecd85be2c1e78f77fd91700c76e14667dc21e2713b63876c0eb901196e01e4",
-                "sha256:bbbf4b1e5cd2bdb08f915895b51081c041bac22394fdfcfdfbe9f14b77c08bf2"
+                "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e",
+                "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"
             ],
-            "version": "==0.1.0"
+            "version": "==0.2.0"
         },
-        "bleach": {
+        "beautifulsoup4": {
             "hashes": [
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@@ -327,38 +436,43 @@
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@@ -371,134 +485,339 @@
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@@ -507,33 +826,45 @@
             ],
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@@ -564,6 +895,14 @@
             "index": "pypi",
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@@ -592,24 +931,27 @@
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@@ -618,34 +960,154 @@
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 }