diff --git a/FinalML/Pipfile.lock b/FinalML/Pipfile.lock
index 3760f26..c33ec87 100644
--- a/FinalML/Pipfile.lock
+++ b/FinalML/Pipfile.lock
@@ -18,18 +18,18 @@
     "default": {
         "decorator": {
             "hashes": [
-                "sha256:86156361c50488b84a3f148056ea716ca587df2f0de1d34750d35c21312725de",
-                "sha256:f069f3a01830ca754ba5258fde2278454a0b5b79e0d7f5c13b3b97e57d4acff6"
+                "sha256:d9f2d2863183a3c0df05f4b786f2e6b8752c093b3547a558f287bf3022fd2bf4",
+                "sha256:f2e71efb39412bfd23d878e896a51b07744f2e2250b2e87d158e76828c5ae202"
             ],
-            "version": "==4.4.0"
+            "version": "==5.0.6"
         },
         "django": {
             "hashes": [
-                "sha256:4025317ca01f75fc79250ff7262a06d8ba97cd4f82e93394b2a0a6a4a925caeb",
-                "sha256:a8ca1033acac9f33995eb2209a6bf18a4681c3e5269a878e9a7e0b7384ed1ca3"
+                "sha256:2484f115891ab1a0e9ae153602a641fbc15d7894c036d79fb78662c0965d7954",
+                "sha256:2569f9dc5f8e458a5e988b03d6b7a02bda59b006d6782f4ea0fd590ed7336a64"
             ],
             "index": "pypi",
-            "version": "==2.2.6"
+            "version": "==2.2.20"
         },
         "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"
+                "sha256:0567a2d29ad08af98653300c623bd8477b448fe66ced7198bef4ed195925f082",
+                "sha256:087dfede39efb06ab30618f9ab55a0397f29c38d63cd0ab88d12b500b7d65fd7",
+                "sha256:1adf483e91007a87171d7ce58c34b058eb5dab01b5fee6052f15841778a8ecd8",
+                "sha256:259ec35201e82e2db1ae2496f229e63f46d7f1695ae68eef9350b00dc74ba52f",
+                "sha256:3c4f07f47c04e81b134424d53c3f5e16dfd7f494e44fd7584ba9ce9de2c5e6c1",
+                "sha256:4562dcf4793e61c5d0f89836d07bc37521c3a1889da8f651e2c326463c4bd697",
+                "sha256:4ddd2b6f7449a5d539ff754fa92d75da22de261fd8fdcfb3596799fadf255101",
+                "sha256:54be0a60a5a35005ad69c75902e0f5c9f699db4547ead427e97ef881c3242e6f",
+                "sha256:5580eba7345a4d3b097be2f067cc71a306c44bab19e8717a30361f279c929bea",
+                "sha256:7b04691eb2f41d2c68dbda8d1bd3cb4ef421bdc43aaa56aeb6c762224552dfb6",
+                "sha256:826b92bf45b8ad80444814e5f4ac032156dd481e48d7da33d611f8fe96d5f08b",
+                "sha256:83b21ff053b1ff1c018a2d24db6dd3ea339b1acfbaa4d9c881731f43748d8b3b",
+                "sha256:8772b99d683be8f67fcc04789032f1b949022a0e6880ee7b75a7ec97dbbb5d0b",
+                "sha256:895dbf2030aa7337649e36a83a007df3c9811396b4e2fa672a851160f36ce90c",
+                "sha256:8aa1b3ac46b80eaa552b637eeadbbce3be5931e4b5002b964698e33a1b589e1e",
+                "sha256:9599a3f3bf33f73fed0fe06d1dfa4e6081365a58c1c807acb07271be0dce9733",
+                "sha256:99349d77f54e11f962d608d94dfda08f0c9e5720d97132233ebdf35be2858b2d",
+                "sha256:9a24d1ccec2a34d4cd3f2a1f86409f3f5954cc23d4d2270ba0d03cf018aa4780",
+                "sha256:9bed8a1ef133c8e2f13966a542cb8125eac7f4b67dcd234197c827ba9c7dd3e0",
+                "sha256:9c6097b6a9b2bafc5e0f31f659e6ab5e131383209c30c9e978c5b8abdac5ed2a",
+                "sha256:9dfa564ef27e8e674aa1cc74378416d580ac4ede1136c13dd555a87996e13422",
+                "sha256:a0334a1802e64d656022c3bfab56a73fbd6bf4b1298343f3688af2151810bbdf",
+                "sha256:a29460499c1e62b7a830bb57ca42e615375a6ab1bcad053cd25b493588348ea8",
+                "sha256:a36e159a0521e13bbe15ca8c8d038b3a1dd4c7dad18d276d76992e03b92cf643",
+                "sha256:abe835a851610f87201819cb315f8d554e1a3e8128912783a31e87264ba5ffb7",
+                "sha256:c13ebac42236b1c46397162471ea1c46af68413000e28b9309f8c05722c65a09",
+                "sha256:c3deb3b19dd9806acf00cf0d400e84562c227723013c33abefbbc3cf906596e9",
+                "sha256:c658432d8a20e95398f6bb95ff9731ce9dfa343fdf21eea7ec6a7edfacd4b4d9",
+                "sha256:c7f4eb77504ac586d8ac1bde1b0c04b504487210f95297235311a0ab7edd7e38",
+                "sha256:d54dbaadeb1425b7d6a66bf44bee2bb2b899fe3e8850b8e94cfb9c904dcb46d0",
+                "sha256:ddb52d088889f5596bc4d1de981f2eca106b58243b6679e4782f3ba5096fd645",
+                "sha256:ed9d65594948678827f4ff0e7ae23344e2f2b4cabbca057ccaed3118fdc392ca",
+                "sha256:fab31f48282ebf54dd69f6663cd2d9800096bad1bb67bbc9c9ac84eb77b41972"
+            ],
+            "version": "==0.24.1"
         },
         "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"
+                "sha256:03f1fd3574d544456325dae502facdf5c9f81cbfe12808a5e67a737613b7ba8c",
+                "sha256:0c81ea1a95b4c9e0a8424cf9484b7b8fa7ef57169d7bcc0dfcfc23e3d7c81a12",
+                "sha256:1fba8a214c89b995e3721670e66f7053da82e7e5d0fe6b31d8e4b19922a9315e",
+                "sha256:37f4c2fb904c0ba54163e03993ce3544c9c5cde104bcf90614f17d85bdfbb431",
+                "sha256:50e5bcd9d45262725e652611bb104ac0919fd25ecb78c22f5282afabd0b2e189",
+                "sha256:6ca1058cb5bd45388041a7c3c11c4b2bd58867ac9db71db912501df77be2c4a4",
+                "sha256:77f7a057724545b7e097bfdca5c6006bed8580768cd6621bb1330aedf49afba5",
+                "sha256:816951e73d253a41fa2fd5f956f8e8d9ac94148a9a2039e7db56994520582bf2",
+                "sha256:96620240b393d155097618bcd6935d7578e85959e55e3105490bbbf2f594c7ad",
+                "sha256:993c86513272bc84c451349b10ee4376652ab21f312b0554fdee831d593b6c02",
+                "sha256:adf7cee8e5c92b05f2252af498f77c7214a2296d009fc5478fc432c2f8fb953b",
+                "sha256:bc52d4d70863141bb7e2f8fd4d98e41d77375606cde50af65f1243ce2d7853e8",
+                "sha256:c1d3f771c19af00e1a36f749bd0a0690cc64632783383bc68f77587358feb5a4",
+                "sha256:d744657c27c128e357de2f0fd532c09c84cd6e4933e8232895a872e67059ac37",
+                "sha256:e3e9742bad925c421d39e699daa8d396c57535582cba90017d17f926b61c1552",
+                "sha256:e547f84cd52343ac2d56df0ab08d3e9cc202338e7d09fafe286d6c069ddacb31",
+                "sha256:e89091e6a8e211269e23f049473b2fde0c0e5ae0dd5bd276c3fc91b97da83480",
+                "sha256:e9da33e21c9bc1b92c20b5328adb13e5f193b924c9b969cd700c8908f315aa59",
+                "sha256:ffdfb09315896c6e9ac739bb6e13a19255b698c24e6b28314426fd40a1180822"
+            ],
+            "version": "==1.6.2"
         },
         "six": {
             "hashes": [
-                "sha256:3350809f0555b11f552448330d0b52d5f24c91a322ea4a15ef22629740f3761c",
-                "sha256:d16a0141ec1a18405cd4ce8b4613101da75da0e9a7aec5bdd4fa804d0e0eba73"
+                "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259",
+                "sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced"
             ],
-            "version": "==1.12.0"
+            "version": "==1.15.0"
         },
         "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": {}