diff --git a/FinalML/Pipfile.lock b/FinalML/Pipfile.lock
index 3760f26..63707fd 100644
--- a/FinalML/Pipfile.lock
+++ b/FinalML/Pipfile.lock
@@ -18,18 +18,18 @@
     "default": {
         "decorator": {
             "hashes": [
-                "sha256:86156361c50488b84a3f148056ea716ca587df2f0de1d34750d35c21312725de",
-                "sha256:f069f3a01830ca754ba5258fde2278454a0b5b79e0d7f5c13b3b97e57d4acff6"
+                "sha256:6e5c199c16f7a9f0e3a61a4a54b3d27e7dad0dbdde92b944426cb20914376323",
+                "sha256:72ecfba4320a893c53f9706bebb2d55c270c1e51a28789361aa93e4a21319ed5"
             ],
-            "version": "==4.4.0"
+            "version": "==5.0.9"
         },
         "django": {
             "hashes": [
-                "sha256:4025317ca01f75fc79250ff7262a06d8ba97cd4f82e93394b2a0a6a4a925caeb",
-                "sha256:a8ca1033acac9f33995eb2209a6bf18a4681c3e5269a878e9a7e0b7384ed1ca3"
+                "sha256:db2214db1c99017cbd971e58824e6f424375154fe358afc30e976f5b99fc6060",
+                "sha256:e831105edb153af1324de44d06091ca75520a227456387dda4a47d2f1cc2731a"
             ],
             "index": "pypi",
-            "version": "==2.2.6"
+            "version": "==2.2.22"
         },
         "fuzzywuzzy": {
             "hashes": [
@@ -41,10 +41,10 @@
         },
         "joblib": {
             "hashes": [
-                "sha256:006108c7576b3eb6c5b27761ddbf188eb6e6347696325ab2027ea1ee9a4b922d",
-                "sha256:6fcc57aacb4e89451fd449e9412687c51817c3f48662c3d8f38ba3f8a0a193ff"
+                "sha256:9c17567692206d2f3fb9ecf5e991084254fe631665c450b443761c4186a613f7",
+                "sha256:feeb1ec69c4d45129954f1b7034954241eedfd6ba39b5e9e4b6883be3332d5e5"
             ],
-            "version": "==0.14.0"
+            "version": "==1.0.1"
         },
         "networkx": {
             "hashes": [
@@ -158,10 +158,10 @@
         },
         "python-dateutil": {
             "hashes": [
-                "sha256:7e6584c74aeed623791615e26efd690f29817a27c73085b78e4bad02493df2fb",
-                "sha256:c89805f6f4d64db21ed966fda138f8a5ed7a4fdbc1a8ee329ce1b74e3c74da9e"
+                "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c",
+                "sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
             ],
-            "version": "==2.8.0"
+            "version": "==2.8.1"
         },
         "python-levenshtein": {
             "hashes": [
@@ -172,10 +172,10 @@
         },
         "pytz": {
             "hashes": [
-                "sha256:26c0b32e437e54a18161324a2fca3c4b9846b74a8dccddd843113109e1116b32",
-                "sha256:c894d57500a4cd2d5c71114aaab77dbab5eabd9022308ce5ac9bb93a60a6f0c7"
+                "sha256:83a4a90894bf38e243cf052c8b58f381bfe9a7a483f6a9cab140bc7f702ac4da",
+                "sha256:eb10ce3e7736052ed3623d49975ce333bcd712c7bb19a58b9e2089d4057d0798"
             ],
-            "version": "==2019.2"
+            "version": "==2021.1"
         },
         "rake-nltk": {
             "hashes": [
@@ -186,52 +186,72 @@
         },
         "scikit-learn": {
             "hashes": [
-                "sha256:1ac81293d261747c25ea5a0ee8cd2bb1f3b5ba9ec05421a7f9f0feb4eb7c4116",
-                "sha256:289361cf003d90b007f5066b27fcddc2d71324c82f1c88e316fedacb0dfdd516",
-                "sha256:3a14d0abd4281fc3fd2149c486c3ec7cedad848b8d5f7b6f61522029d65a29f8",
-                "sha256:5083a5e50d9d54548e4ada829598ae63a05651dd2bb319f821ffd9e8388384a6",
-                "sha256:777cdd5c077b7ca9cb381396c81990cf41d2fa8350760d3cad3b4c460a7db644",
-                "sha256:8bf2ff63da820d09b96b18e88f9625228457bff8df4618f6b087e12442ef9e15",
-                "sha256:8d319b71c449627d178f21c57614e21747e54bb3fc9602b6f42906c3931aa320",
-                "sha256:928050b65781fea9542dfe9bfe02d8c4f5530baa8472ec60782ea77347d2c836",
-                "sha256:92c903613ff50e22aa95d589f9fff5deb6f34e79f7f21f609680087f137bb524",
-                "sha256:ae322235def5ce8fae645b439e332e6f25d34bb90d6a6c8e261f17eb476457b7",
-                "sha256:c1cd6b29eb1fd1cc672ac5e4a8be5f6ea936d094a3dc659ada0746d6fac750b1",
-                "sha256:c41a6e2685d06bcdb0d26533af2540f54884d40db7e48baed6a5bcbf1a7cc642",
-                "sha256:d07fcb0c0acbc043faa0e7cf4d2037f71193de3fb04fb8ed5c259b089af1cf5c",
-                "sha256:d146d5443cda0a41f74276e42faf8c7f283fef49e8a853b832885239ef544e05",
-                "sha256:eb2b7bed0a26ba5ce3700e15938b28a4f4513578d3e54a2156c29df19ac5fd01",
-                "sha256:eb9b8ebf59eddd8b96366428238ab27d05a19e89c5516ce294abc35cea75d003"
-            ],
-            "version": "==0.21.3"
+                "sha256:038f4e9d6ef10e1f3fe82addc3a14735c299866eb10f2c77c090410904828312",
+                "sha256:06ffdcaaf81e2a3b1b50c3ac6842cfb13df2d8b737d61f64643ed61da7389cde",
+                "sha256:0e71ce9c7cbc20f6f8b860107ce15114da26e8675238b4b82b7e7cd37ca0c087",
+                "sha256:1eec963fe9ffc827442c2e9333227c4d49749a44e592f305398c1db5c1563393",
+                "sha256:2754c85b2287333f9719db7f23fb7e357f436deed512db3417a02bf6f2830aa5",
+                "sha256:2db429090b98045d71218a9ba913cc9b3fe78e0ba0b6b647d8748bc6d5a44080",
+                "sha256:39b7e3b71bcb1fe46397185d6c1a5db1c441e71c23c91a31e7ad8cc3f7305f9a",
+                "sha256:3cbd734e1aefc7c5080e6b6973fe062f97c26a1cdf1a991037ca196ce1c8f427",
+                "sha256:40556bea1ef26ef54bc678d00cf138a63069144a0b5f3a436eecd8f3468b903e",
+                "sha256:48f273836e19901ba2beecd919f7b352f09310ce67c762f6e53bc6b81cacf1f0",
+                "sha256:49ec0b1361da328da9bb7f1a162836028e72556356adeb53342f8fae6b450d47",
+                "sha256:4e6198675a6f9d333774671bd536668680eea78e2e81c0b19e57224f58d17f37",
+                "sha256:5beaeb091071625e83f5905192d8aecde65ba2f26f8b6719845bbf586f7a04a1",
+                "sha256:5ff3e4e4cf7592d36541edec434e09fb8ab9ba6b47608c4ffe30c9038d301897",
+                "sha256:62214d2954377fcf3f31ec867dd4e436df80121e7a32947a0b3244f58f45e455",
+                "sha256:7be1b88c23cfac46e06404582215a917017cd2edaa2e4d40abe6aaff5458f24b",
+                "sha256:8fac72b9688176922f9f54fda1ba5f7ffd28cbeb9aad282760186e8ceba9139a",
+                "sha256:90a297330f608adeb4d2e9786c6fda395d3150739deb3d42a86d9a4c2d15bc1d",
+                "sha256:a2a47449093dcf70babc930beba2ca0423cb7df2fa5fd76be5260703d67fa574",
+                "sha256:ae19ac105cf7ce8c205a46166992fdec88081d6e783ab6e38ecfbe45729f3c39",
+                "sha256:ae426e3a52842c6b6d77d00f906b6031c8c2cfdfabd6af7511bb4bc9a68d720e",
+                "sha256:cbdb0b3db99dd1d5f69d31b4234367d55475add31df4d84a3bd690ef017b55e2",
+                "sha256:cdf24c1b9bbeb4936456b42ac5bd32c60bb194a344951acb6bfb0cddee5439a4",
+                "sha256:d14701a12417930392cd3898e9646cf5670c190b933625ebe7511b1f7d7b8736",
+                "sha256:d177fe1ff47cc235942d628d41ee5b1c6930d8f009f1a451c39b5411e8d0d4cf",
+                "sha256:d5bf9c863ba4717b3917b5227463ee06860fc43931dc9026747de416c0a10fee",
+                "sha256:dd968a174aa82f3341a615a033fa6a8169e9320cbb46130686562db132d7f1f0",
+                "sha256:f0ed4483c258fb23150e31b91ea7d25ff8495dba108aea0b0d4206a777705350",
+                "sha256:f18c3ed484eeeaa43a0d45dc2efb4d00fc6542ccdcfa2c45d7b635096a2ae534",
+                "sha256:f1d2108e770907540b5248977e4cff9ffaf0f73d0d13445ee938df06ca7579c6",
+                "sha256:f3ec00f023d84526381ad0c0f2cff982852d035c921bbf8ceb994f4886c00c64",
+                "sha256:f74429a07fedb36a03c159332b914e6de757176064f9fed94b5f79ebac07d913",
+                "sha256:fec42690a2eb646b384eafb021c425fab48991587edb412d4db77acc358b27ce"
+            ],
+            "version": "==0.24.2"
         },
         "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"
+                "sha256:01b38dec7e9f897d4db04f8de4e20f0f5be3feac98468188a0f47a991b796055",
+                "sha256:10dbcc7de03b8d635a1031cb18fd3eaa997969b64fdf78f99f19ac163a825445",
+                "sha256:19aeac1ad3e57338723f4657ac8520f41714804568f2e30bd547d684d72c392e",
+                "sha256:1b21c6e0dc97b1762590b70dee0daddb291271be0580384d39f02c480b78290a",
+                "sha256:1caade0ede6967cc675e235c41451f9fb89ae34319ddf4740194094ab736b88d",
+                "sha256:23995dfcf269ec3735e5a8c80cfceaf384369a47699df111a6246b83a55da582",
+                "sha256:2a799714bf1f791fb2650d73222b248d18d53fd40d6af2df2c898db048189606",
+                "sha256:3274ce145b5dc416c49c0cf8b6119f787f0965cd35e22058fe1932c09fe15d77",
+                "sha256:33d1677d46111cfa1c84b87472a0274dde9ef4a7ef2e1f155f012f5f1e995d8f",
+                "sha256:44d452850f77e65e25b1eb1ac01e25770323a782bfe3a1a3e43847ad4266d93d",
+                "sha256:9e3302149a369697c6aaea18b430b216e3c88f9a61b62869f6104881e5f9ef85",
+                "sha256:a75b014d3294fce26852a9d04ea27b5671d86736beb34acdfc05859246260707",
+                "sha256:ad7269254de06743fb4768f658753de47d8b54e4672c5ebe8612a007a088bd48",
+                "sha256:b30280fbc1fd8082ac822994a98632111810311a9ece71a0e48f739df3c555a2",
+                "sha256:b79104878003487e2b4639a20b9092b02e1bad07fc4cf924b495cf413748a777",
+                "sha256:d449d40e830366b4c612692ad19fbebb722b6b847f78a7b701b1e0d6cda3cc13",
+                "sha256:d647757373985207af3343301d89fe738d5a294435a4f2aafb04c13b4388c896",
+                "sha256:f68eb46b86b2c246af99fcaa6f6e37c7a7a413e1084a794990b877f2ff71f7b6",
+                "sha256:fdf606341cd798530b05705c87779606fcdfaf768a8129c348ea94441da15b04"
+            ],
+            "version": "==1.6.3"
         },
         "six": {
             "hashes": [
-                "sha256:3350809f0555b11f552448330d0b52d5f24c91a322ea4a15ef22629740f3761c",
-                "sha256:d16a0141ec1a18405cd4ce8b4613101da75da0e9a7aec5bdd4fa804d0e0eba73"
+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
+                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "version": "==1.12.0"
+            "version": "==1.16.0"
         },
         "sklearn": {
             "hashes": [
@@ -242,10 +262,17 @@
         },
         "sqlparse": {
             "hashes": [
-                "sha256:40afe6b8d4b1117e7dff5504d7a8ce07d9a1b15aeeade8a2d10f130a834f8177",
-                "sha256:7c3dca29c022744e95b547e867cee89f4fce4373f3549ccd8797d8eb52cdb873"
+                "sha256:017cde379adbd6a1f15a61873f43e8274179378e95ef3fede90b5aa64d304ed0",
+                "sha256:0f91fd2e829c44362cbcfab3e9ae12e22badaa8a29ad5ff599f9ec109f0454e8"
             ],
-            "version": "==0.3.0"
+            "version": "==0.4.1"
+        },
+        "threadpoolctl": {
+            "hashes": [
+                "sha256:38b74ca20ff3bb42caca8b00055111d74159ee95c4370882bbff2b93d24da725",
+                "sha256:ddc57c96a38beb63db45d6c159b5ab07b6bced12c45a1f07b2b92f272aebfa6b"
+            ],
+            "version": "==2.1.0"
         }
     },
     "develop": {}