diff --git a/Pipfile b/Pipfile
index ca8ee86..361c21b 100644
--- a/Pipfile
+++ b/Pipfile
@@ -19,7 +19,7 @@ decorator = "==4.4.2"
 gensim = "==3.8.3"
 langdetect = "==1.0.8"
 nltk = "==3.5"
-scikit-learn = "==0.23.2"
+scikit-learn = "==1.1.3"
 scipy = "==1.5.4"
 textblob = "==0.15.3"
 gunicorn = "==20.0.4"
diff --git a/Pipfile.lock b/Pipfile.lock
index 3c9491a..686382e 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "5cd710e1f3b9ad7bdca25dd32c40ce6d5cfef9fc8bb73ff8ea2a50e207ccbeb4"
+            "sha256": "e685a3b7172c60c1fec64abecff57dc1c6315b1013e13f5ee66d5a3e52163aa2"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,10 +18,11 @@
     "default": {
         "attrs": {
             "hashes": [
-                "sha256:31b2eced602aa8423c2aea9c76a724617ed67cf9513173fd3a4f03e3a929c7e6",
-                "sha256:832aa3cde19744e49938b91fea06d69ecb9e649c93ba974535d08ad92164f700"
+                "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
+                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
             ],
-            "version": "==20.3.0"
+            "markers": "python_version >= '3.5'",
+            "version": "==22.1.0"
         },
         "automat": {
             "hashes": [
@@ -32,14 +33,23 @@
         },
         "brotli": {
             "hashes": [
+                "sha256:12effe280b8ebfd389022aa65114e30407540ccb89b177d3fbc9a4f177c4bd5d",
                 "sha256:160c78292e98d21e73a4cc7f76a234390e516afcd982fa17e1422f7c6a9ce9c8",
                 "sha256:16d528a45c2e1909c2798f27f7bf0a3feec1dc9e50948e738b961618e38b6a7b",
+                "sha256:19598ecddd8a212aedb1ffa15763dd52a388518c4550e615aed88dc3753c0f0c",
                 "sha256:1c48472a6ba3b113452355b9af0a60da5c2ae60477f8feda8346f8fd48e3e87c",
                 "sha256:268fe94547ba25b58ebc724680609c8ee3e5a843202e9a381f6f9c5e8bdb5c70",
                 "sha256:269a5743a393c65db46a7bb982644c67ecba4b8d91b392403ad8a861ba6f495f",
+                "sha256:26d168aac4aaec9a4394221240e8a5436b5634adc3cd1cdf637f6645cecbf181",
+                "sha256:29d1d350178e5225397e28ea1b7aca3648fcbab546d20e7475805437bfb0a130",
+                "sha256:2aad0e0baa04517741c9bb5b07586c642302e5fb3e75319cb62087bd0995ab19",
+                "sha256:3496fc835370da351d37cada4cf744039616a6db7d13c430035e901443a34daa",
                 "sha256:35a3edbe18e876e596553c4007a087f8bcfd538f19bc116917b3c7522fca0429",
                 "sha256:3b78a24b5fd13c03ee2b7b86290ed20efdc95da75a3557cc06811764d5ad1126",
                 "sha256:40d15c79f42e0a2c72892bf407979febd9cf91f36f495ffb333d1d04cebb34e4",
+                "sha256:44bb8ff420c1d19d91d79d8c3574b8954288bdff0273bf788954064d260d7ab0",
+                "sha256:4688c1e42968ba52e57d8670ad2306fe92e0169c6f3af0089be75bbac0c64a3b",
+                "sha256:495ba7e49c2db22b046a53b469bbecea802efce200dffb69b93dd47397edc9b6",
                 "sha256:4d1b810aa0ed773f81dceda2cc7b403d01057458730e309856356d4ef4188438",
                 "sha256:503fa6af7da9f4b5780bb7e4cbe0c639b010f12be85d02c99452825dd0feef3f",
                 "sha256:56d027eace784738457437df7331965473f2c0da2c70e1a1f6fdbae5402e0389",
@@ -47,22 +57,43 @@
                 "sha256:5b6ef7d9f9c38292df3690fe3e302b5b530999fa90014853dcd0d6902fb59f26",
                 "sha256:5cb1e18167792d7d21e21365d7650b72d5081ed476123ff7b8cac7f45189c0c7",
                 "sha256:61a7ee1f13ab913897dac7da44a73c6d44d48a4adff42a5701e3239791c96e14",
+                "sha256:622a231b08899c864eb87e85f81c75e7b9ce05b001e59bbfbf43d4a71f5f32b2",
                 "sha256:68715970f16b6e92c574c30747c95cf8cf62804569647386ff032195dc89a430",
                 "sha256:6b2ae9f5f67f89aade1fab0f7fd8f2832501311c363a21579d02defa844d9296",
                 "sha256:6c772d6c0a79ac0f414a9f8947cc407e119b8598de7621f39cacadae3cf57d12",
+                "sha256:6d847b14f7ea89f6ad3c9e3901d1bc4835f6b390a9c71df999b0162d9bb1e20f",
+                "sha256:76ffebb907bec09ff511bb3acc077695e2c32bc2142819491579a695f77ffd4d",
+                "sha256:7bbff90b63328013e1e8cb50650ae0b9bac54ffb4be6104378490193cd60f85a",
                 "sha256:7cb81373984cc0e4682f31bc3d6be9026006d96eecd07ea49aafb06897746452",
+                "sha256:7ee83d3e3a024a9618e5be64648d6d11c37047ac48adff25f12fa4226cf23d1c",
                 "sha256:854c33dad5ba0fbd6ab69185fec8dab89e13cda6b7d191ba111987df74f38761",
+                "sha256:85f7912459c67eaab2fb854ed2bc1cc25772b300545fe7ed2dc03954da638649",
+                "sha256:87fdccbb6bb589095f413b1e05734ba492c962b4a45a13ff3408fa44ffe6479b",
                 "sha256:88c63a1b55f352b02c6ffd24b15ead9fc0e8bf781dbe070213039324922a2eea",
+                "sha256:8a674ac10e0a87b683f4fa2b6fa41090edfd686a6524bd8dedbd6138b309175c",
                 "sha256:93130612b837103e15ac3f9cbacb4613f9e348b58b3aad53721d92e57f96d46a",
+                "sha256:9744a863b489c79a73aba014df554b0e7a0fc44ef3f8a0ef2a52919c7d155031",
+                "sha256:9749a124280a0ada4187a6cfd1ffd35c350fb3af79c706589d98e088c5044267",
                 "sha256:97f715cf371b16ac88b8c19da00029804e20e25f30d80203417255d239f228b5",
+                "sha256:9bf919756d25e4114ace16a8ce91eb340eb57a08e2c6950c3cebcbe3dff2a5e7",
                 "sha256:9d12cf2851759b8de8ca5fde36a59c08210a97ffca0eb94c532ce7b17c6a3d1d",
+                "sha256:9ed4c92a0665002ff8ea852353aeb60d9141eb04109e88928026d3c8a9e5433c",
+                "sha256:a72661af47119a80d82fa583b554095308d6a4c356b2a554fdc2799bc19f2a43",
                 "sha256:afde17ae04d90fbe53afb628f7f2d4ca022797aa093e809de5c3cf276f61bbfa",
+                "sha256:b336c5e9cf03c7be40c47b5fd694c43c9f1358a80ba384a21969e0b4e66a9b17",
                 "sha256:b663f1e02de5d0573610756398e44c130add0eb9a3fc912a09665332942a2efb",
+                "sha256:b83bb06a0192cccf1eb8d0a28672a1b79c74c3a8a5f2619625aeb6f28b3a82bb",
                 "sha256:c2415d9d082152460f2bd4e382a1e85aed233abc92db5a3880da2257dc7daf7b",
                 "sha256:c83aa123d56f2e060644427a882a36b3c12db93727ad7a7b9efd7d7f3e9cc2c4",
                 "sha256:cfc391f4429ee0a9370aa93d812a52e1fee0f37a81861f4fdd1f4fb28e8547c3",
                 "sha256:db844eb158a87ccab83e868a762ea8024ae27337fc7ddcbfcddd157f841fdfe7",
                 "sha256:defed7ea5f218a9f2336301e6fd379f55c655bea65ba2476346340a0ce6f74a1",
+                "sha256:e16eb9541f3dd1a3e92b89005e37b1257b157b7256df0e36bd7b33b50be73bcb",
+                "sha256:e23281b9a08ec338469268f98f194658abfb13658ee98e2b7f85ee9dd06caa91",
+                "sha256:e2d9e1cbc1b25e22000328702b014227737756f4b5bf5c485ac1d8091ada078b",
+                "sha256:e48f4234f2469ed012a98f4b7874e7f7e173c167bed4934912a29e03167cf6b1",
+                "sha256:e4c4e92c14a57c9bd4cb4be678c25369bf7a092d55fd0866f759e425b9660806",
+                "sha256:ec1947eabbaf8e0531e8e899fc1d9876c179fc518989461f5d24e2223395a9e3",
                 "sha256:f909bbbc433048b499cb9db9e713b5d8d949e8c109a2a548502fb9aa8630f0b1"
             ],
             "index": "pypi",
@@ -70,52 +101,80 @@
         },
         "cffi": {
             "hashes": [
-                "sha256:005a36f41773e148deac64b08f233873a4d0c18b053d37da83f6af4d9087b813",
-                "sha256:0857f0ae312d855239a55c81ef453ee8fd24136eaba8e87a2eceba644c0d4c06",
-                "sha256:1071534bbbf8cbb31b498d5d9db0f274f2f7a865adca4ae429e147ba40f73dea",
-                "sha256:158d0d15119b4b7ff6b926536763dc0714313aa59e320ddf787502c70c4d4bee",
-                "sha256:1f436816fc868b098b0d63b8920de7d208c90a67212546d02f84fe78a9c26396",
-                "sha256:2894f2df484ff56d717bead0a5c2abb6b9d2bf26d6960c4604d5c48bbc30ee73",
-                "sha256:29314480e958fd8aab22e4a58b355b629c59bf5f2ac2492b61e3dc06d8c7a315",
-                "sha256:34eff4b97f3d982fb93e2831e6750127d1355a923ebaeeb565407b3d2f8d41a1",
-                "sha256:35f27e6eb43380fa080dccf676dece30bef72e4a67617ffda586641cd4508d49",
-                "sha256:3d3dd4c9e559eb172ecf00a2a7517e97d1e96de2a5e610bd9b68cea3925b4892",
-                "sha256:43e0b9d9e2c9e5d152946b9c5fe062c151614b262fda2e7b201204de0b99e482",
-                "sha256:48e1c69bbacfc3d932221851b39d49e81567a4d4aac3b21258d9c24578280058",
-                "sha256:51182f8927c5af975fece87b1b369f722c570fe169f9880764b1ee3bca8347b5",
-                "sha256:58e3f59d583d413809d60779492342801d6e82fefb89c86a38e040c16883be53",
-                "sha256:5de7970188bb46b7bf9858eb6890aad302577a5f6f75091fd7cdd3ef13ef3045",
-                "sha256:65fa59693c62cf06e45ddbb822165394a288edce9e276647f0046e1ec26920f3",
-                "sha256:69e395c24fc60aad6bb4fa7e583698ea6cc684648e1ffb7fe85e3c1ca131a7d5",
-                "sha256:6c97d7350133666fbb5cf4abdc1178c812cb205dc6f41d174a7b0f18fb93337e",
-                "sha256:6e4714cc64f474e4d6e37cfff31a814b509a35cb17de4fb1999907575684479c",
-                "sha256:72d8d3ef52c208ee1c7b2e341f7d71c6fd3157138abf1a95166e6165dd5d4369",
-                "sha256:8ae6299f6c68de06f136f1f9e69458eae58f1dacf10af5c17353eae03aa0d827",
-                "sha256:8b198cec6c72df5289c05b05b8b0969819783f9418e0409865dac47288d2a053",
-                "sha256:99cd03ae7988a93dd00bcd9d0b75e1f6c426063d6f03d2f90b89e29b25b82dfa",
-                "sha256:9cf8022fb8d07a97c178b02327b284521c7708d7c71a9c9c355c178ac4bbd3d4",
-                "sha256:9de2e279153a443c656f2defd67769e6d1e4163952b3c622dcea5b08a6405322",
-                "sha256:9e93e79c2551ff263400e1e4be085a1210e12073a31c2011dbbda14bda0c6132",
-                "sha256:9ff227395193126d82e60319a673a037d5de84633f11279e336f9c0f189ecc62",
-                "sha256:a465da611f6fa124963b91bf432d960a555563efe4ed1cc403ba5077b15370aa",
-                "sha256:ad17025d226ee5beec591b52800c11680fca3df50b8b29fe51d882576e039ee0",
-                "sha256:afb29c1ba2e5a3736f1c301d9d0abe3ec8b86957d04ddfa9d7a6a42b9367e396",
-                "sha256:b85eb46a81787c50650f2392b9b4ef23e1f126313b9e0e9013b35c15e4288e2e",
-                "sha256:bb89f306e5da99f4d922728ddcd6f7fcebb3241fc40edebcb7284d7514741991",
-                "sha256:cbde590d4faaa07c72bf979734738f328d239913ba3e043b1e98fe9a39f8b2b6",
-                "sha256:cd2868886d547469123fadc46eac7ea5253ea7fcb139f12e1dfc2bbd406427d1",
-                "sha256:d42b11d692e11b6634f7613ad8df5d6d5f8875f5d48939520d351007b3c13406",
-                "sha256:f2d45f97ab6bb54753eab54fffe75aaf3de4ff2341c9daee1987ee1837636f1d",
-                "sha256:fd78e5fee591709f32ef6edb9a015b4aa1a5022598e36227500c8f4e02328d9c"
-            ],
-            "version": "==1.14.5"
+                "sha256:00a9ed42e88df81ffae7a8ab6d9356b371399b91dbdf0c3cb1e84c03a13aceb5",
+                "sha256:03425bdae262c76aad70202debd780501fabeaca237cdfddc008987c0e0f59ef",
+                "sha256:04ed324bda3cda42b9b695d51bb7d54b680b9719cfab04227cdd1e04e5de3104",
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+                "sha256:d61f4695e6c866a23a21acab0509af1cdfd2c013cf256bbf5b6b5e2695827162",
+                "sha256:db0fbb9c62743ce59a9ff687eb5f4afbe77e5e8403d6697f7446e5f609976f76",
+                "sha256:dd86c085fae2efd48ac91dd7ccffcfc0571387fe1193d33b6394db7ef31fe2a4",
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+                "sha256:fcd131dd944808b5bdb38e6f5b53013c5aa4f334c5cad0c72742f6eba4b73db0"
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         "click": {
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-            "version": "==7.1.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==8.1.3"
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         "constantly": {
             "hashes": [
@@ -126,27 +185,43 @@
         },
         "cryptography": {
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+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==38.0.1"
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         "cssselect": {
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-                "sha256:f95f8dedd925fd8f54edb3d2dfb44c190d9d18512377d3c1e2388d16126879bc"
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-            "version": "==1.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==1.2.0"
         },
         "decorator": {
             "hashes": [
@@ -223,59 +298,66 @@
         },
         "idna": {
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-                "sha256:5205d03e7bcbb919cc9c19885f9920d622ca52448306f2377daede5cf3faac16",
-                "sha256:c5b02147e01ea9920e6b0a3f1f7bb833612d507592c837a6c49552768f4054e1"
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             ],
-            "version": "==3.1"
+            "markers": "python_version >= '3.5'",
+            "version": "==3.4"
         },
         "incremental": {
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-                "sha256:92014aebc6a20b78a8084cdd5645eeaa7f74b8933f70fa3ada2cfbd1e3b54321"
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-            "version": "==21.3.0"
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-                "sha256:cb7aaa577fefe2aa6f229ccf4d058e05f44e0178a98c8fb70ee4d95acfabb423"
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-            "version": "==0.2.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.7.0"
         },
         "itemloaders": {
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-                "sha256:4cb46a0f8915e910c770242ae3b60b1149913ed37162804f1e40e8535d6ec497"
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-            "version": "==1.0.4"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.0.6"
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         "itsdangerous": {
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-            "version": "==1.1.0"
+            "markers": "python_version >= '3.7'",
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+            "markers": "python_version >= '3.7'",
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+            "markers": "python_version >= '3.7'",
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         "langdetect": {
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@@ -287,103 +369,125 @@
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@@ -430,119 +539,197 @@
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@@ -585,23 +772,34 @@
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-                "sha256:e7b021f7241115872f92f43c6508082facffbd1c048e3c6e2bb9c2a157e28937"
+                "sha256:3fa96cf423e6987997fc326ae8df396db2a8b7c667747d47ddd8ecba91f4a74e",
+                "sha256:b930dd878d5a8afb066a637fbb35144fe7901e3b209d1cd4f524bd0e9deee997"
             ],
-            "version": "==1.26.4"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5' and python_version < '4'",
+            "version": "==1.26.12"
         }
     }
 }