diff --git a/Pipfile.lock b/Pipfile.lock
index 3d8f1f5..e82b3b1 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -53,77 +53,79 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:017c25db2a153ce562900032d5bc68e9f191e44e9a0f762f373977de9df1fbb3",
-                "sha256:25b64c7da4cd7479594d035c08c2d809eb4aab3a26e5a990ea98cc450c320f1f"
+                "sha256:2bbf76fd432960138b3ef6dda3dde0544f27cbf8546c458e60baf371917ba9ee",
+                "sha256:50b1e4f8446b06f41be7dd6338db18e0990601dce795c2b1686458aa7e8fa7d8"
             ],
-            "version": "==2019.11.28"
+            "version": "==2021.5.30"
         },
         "chardet": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa",
+                "sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5"
             ],
-            "version": "==3.0.4"
+            "version": "==4.0.0"
         },
         "cymem": {
             "hashes": [
-                "sha256:5083b2ab5fe13ced094a82e0df465e2dbbd9b1c013288888035e24fd6eb4ed01",
-                "sha256:622c20a57701d02f01a47e856dea248e112638f28c8249dbe3ed95a9702e3d74",
-                "sha256:6f4cb689a9552e9e13dccc89203c8ab09f210a7ffb92ce27c384a4a0be27b527",
-                "sha256:719f04a11ca709fc2b47868070d79fccff77e5d502ff32de2f4baa73cb16166f",
-                "sha256:7236252bed70f37b898933dcf8aa875d0829664a245a272516f27b30439df71c",
-                "sha256:7f5ddceb12b73f7fd2e4398266401b6f887003740ccd18c989a2af04500b5f2b",
-                "sha256:85b9364e099426bd7f445a7705aad87bf6dbb71d79e3802dd8ca14e181d38a33",
-                "sha256:c288a1bbdf58c360457443e5297e74844e1961e5e7001dbcb3a5297a41911a11",
-                "sha256:cd21ec48ee70878d46c486e2f7ae94b32bfc6b37c4d27876c5a5a00c4eb75c3c",
-                "sha256:d7505c500d994f11662e5595f5002251f572acc189f18944619352e2636f5181",
-                "sha256:dd24848fbd75b17bab06408da6c029ba7cc615bd9e4a1f755fb3a090025fb922",
-                "sha256:f4f19af4bca81f11922508a9dcf30ce1d2aee4972af9f81ce8e5331a6f46f5e1"
-            ],
-            "version": "==2.0.3"
+                "sha256:01d3ea159f7a3f3192b1e800ed8207dac7586794d903a153198b9ea317f144bc",
+                "sha256:190e15d9cf2c3bde60ae37bddbae6568a36044dc4a326d84081a5fa08818eee0",
+                "sha256:1f0eb9b3d03623dcfc746cf8bff0663b0e347f4aea759965c8932087a0307ee9",
+                "sha256:3d48902d7441645835fefc7832df49feb5362c7300d182475b63a01d25ae44ef",
+                "sha256:4bd023c2477198b39b660c2a6b0242880649765ecee8461688a57fd4afd2bfc0",
+                "sha256:734d82d0d03c2ceb929bc1744c04dbe0a105e68a4947c8406056a36f86c41830",
+                "sha256:8ea57e6923f40eb51012352161bb5707c14a5a5ce901ff72021e59df06221655",
+                "sha256:9d72d69f7a62a280199c3aa7bc550685c47d6d0689b2d299e6492253b86d2437",
+                "sha256:a440d63577fcdc9c528c9cc026b7b4f8648193bac462bc0596c9eac10f9fba62",
+                "sha256:ce1e81c1d031f56b67bac2136e73b4512cbc794706cd570178972d54ba6115d8",
+                "sha256:d19f68b90411e02ab33b1654118337f96f41c13a3cd00c4f44f7abed2bc712e7",
+                "sha256:d307f7f6230d861a938837cae4b855226b6845a21c010242a15e9ce6853856cd",
+                "sha256:f2167c9959fcd639b95d51fa5efaa7c61eef8d686cb75a25412a914f428ce980"
+            ],
+            "version": "==2.0.5"
         },
         "idna": {
             "hashes": [
-                "sha256:c357b3f628cf53ae2c4c05627ecc484553142ca23264e593d327bcde5e9c3407",
-                "sha256:ea8b7f6188e6fa117537c3df7da9fc686d485087abf6ac197f9c46432f7e4a3c"
+                "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6",
+                "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"
             ],
-            "version": "==2.8"
+            "version": "==2.10"
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:06f5b3a99029c7134207dd882428a66992a9de2bef7c2b699b5641f9886c3302",
-                "sha256:b97607a1a18a5100839aec1dc26a1ea17ee0d93b20b0f008d80a5a050afb200b"
+                "sha256:833b26fb89d5de469b24a390e9df088d4e52e4ba33b01dc5e0e4f41b81a16c00",
+                "sha256:b142cc1dd1342f31ff04bb7d022492b09920cb64fed867cd3ea6f80fe3ebd139"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==1.5.0"
+            "version": "==4.5.0"
         },
         "joblib": {
             "hashes": [
-                "sha256:0630eea4f5664c463f23fbf5dcfc54a2bc6168902719fa8e19daf033022786c8",
-                "sha256:bdb4fd9b72915ffb49fde2229ce482dd7ae79d842ed8c2b4c932441495af1403"
+                "sha256:9c17567692206d2f3fb9ecf5e991084254fe631665c450b443761c4186a613f7",
+                "sha256:feeb1ec69c4d45129954f1b7034954241eedfd6ba39b5e9e4b6883be3332d5e5"
             ],
-            "version": "==0.14.1"
+            "version": "==1.0.1"
         },
         "murmurhash": {
             "hashes": [
-                "sha256:27b908fe4bdb426f4e4e4a8821acbe0302915b2945e035ec9d8ca513e2a74b1f",
-                "sha256:33405103fa8cde15d72ee525a03d5cfe2c7e4901133819754810986e29627d68",
-                "sha256:386a9eed3cb27cb2cd4394b6521275ba04552642c2d9cab5c9fb42aa5a3325c0",
-                "sha256:3af36a0dc9f13f6892d9b8b39a6a3ccf216cae5bce38adc7c2d145677987772f",
-                "sha256:717196a04cdc80cc3103a3da17b2415a8a5e1d0d578b7079259386bf153b3258",
-                "sha256:8a4ed95cd3456b43ea301679c7c39ade43fc18b844b37d0ba0ac0d6acbff8e0c",
-                "sha256:8b045a79e8b621b4b35b29f29e33e9e0964f3a276f7da4d5736142f322ad4842",
-                "sha256:a6c071b4b498bcea16a8dc8590cad81fa8d43821f34c74bc00f96499e2527073",
-                "sha256:b0afe329701b59d02e56bc6cee7325af83e3fee9c299c615fc1df3202b4f886f",
-                "sha256:ba766343bdbcb928039b8fff609e80ae7a5fd5ed7a4fc5af822224b63e0cbaff",
-                "sha256:bf33490514d308bcc27ed240cb3eb114f1ec31af031535cd8f27659a7049bd52",
-                "sha256:c7a646f6b07b033642b4f52ae2e45efd8b80780b3b90e8092a0cec935fbf81e2",
-                "sha256:cc97ea766ac545074bab0e5af3dbc48e0d05ba230ae5a404e284d39abe4b3baf",
-                "sha256:d696c394ebd164ca80b5871e2e9ad2f9fdbb81bd3c552c1d5f1e8ee694e6204a",
-                "sha256:f468e4868f78c3ac202a66abfe2866414bca4ae7666a21ef0938c423de0f7d50",
-                "sha256:fe344face8d30a5a6aa26e5acf288aa2a8f0f32e05efdda3d314b4bf289ec2af"
-            ],
-            "version": "==1.0.2"
+                "sha256:023391cfefe584ac544c1ea0936976c0119b17dd27bb8280652cef1704f76428",
+                "sha256:23c56182822a1ed88e2a098ac56958dfec380696a9a943df203b9b41e4bcf5e4",
+                "sha256:76251513a2acad6c2e4b7aeffc5fcb807ee97a66cad5c2990557556555a6b7e9",
+                "sha256:81474a45c4074637a6dfc8fea4cdebf091ab5aa781c2cfcb94c43b16030badd7",
+                "sha256:8381172e03c5f6f947005fb146a53c5e5a9e0d630be4a40cbf8838e9324bfe1c",
+                "sha256:892749023da26420d194f37bfa30df1368aaac0149cfa3b2105db36b66549e37",
+                "sha256:98ec9d727bd998a35385abd56b062cf0cca216725ea7ec5068604ab566f7e97f",
+                "sha256:99e55488476a5f70e8d305fd31258f140e52f724f788bcc50c31ec846a2b3766",
+                "sha256:a9bd2312996e6e47605af305a1e5f091eba1bdd637cdd9986aec4885cb4c5530",
+                "sha256:add366944eb8ec73013a4f36e166c5a4f0f7628ffe1746bc5fe031347489e5e8",
+                "sha256:b9292c532538cf47846ca81056cfeab08b877c35fe7521d6524aa92ddcd833e2",
+                "sha256:d4c3a0242014cf4c84e9ea0ba3f13b48f02a3992de3da7b1116d11b816451195",
+                "sha256:d58315961dc5a5e740f41f2ac5c3a0ebc61ef472f8afeb4db7eeb3b863243105",
+                "sha256:ef8819d15973e0d6f69688bafc097a1fae081675c1de39807028869a1320b1a9",
+                "sha256:f00321998f0a6bad3fd068babf448a296d4b0b1f4dd424cab863ebe5ed54182f",
+                "sha256:fd17973fd4554715efd8d86b3e9200358e49e437fdb92a897ca127aced48b61c",
+                "sha256:fed7578fbaa6c301f27ed80834c1f7494ea7d335e269e98b9aee477cf0b3b487"
+            ],
+            "version": "==1.0.5"
         },
         "numpy": {
             "hashes": [
@@ -174,30 +176,43 @@
         },
         "pillow": {
             "hashes": [
-                "sha256:0a628977ac2e01ca96aaae247ec2bd38e729631ddf2221b4b715446fd45505be",
-                "sha256:4d9ed9a64095e031435af120d3c910148067087541131e82b3e8db302f4c8946",
-                "sha256:54ebae163e8412aff0b9df1e88adab65788f5f5b58e625dc5c7f51eaf14a6837",
-                "sha256:5bfef0b1cdde9f33881c913af14e43db69815c7e8df429ceda4c70a5e529210f",
-                "sha256:5f3546ceb08089cedb9e8ff7e3f6a7042bb5b37c2a95d392fb027c3e53a2da00",
-                "sha256:5f7ae9126d16194f114435ebb79cc536b5682002a4fa57fa7bb2cbcde65f2f4d",
-                "sha256:62a889aeb0a79e50ecf5af272e9e3c164148f4bd9636cc6bcfa182a52c8b0533",
-                "sha256:7406f5a9b2fd966e79e6abdaf700585a4522e98d6559ce37fc52e5c955fade0a",
-                "sha256:8453f914f4e5a3d828281a6628cf517832abfa13ff50679a4848926dac7c0358",
-                "sha256:87269cc6ce1e3dee11f23fa515e4249ae678dbbe2704598a51cee76c52e19cda",
-                "sha256:875358310ed7abd5320f21dd97351d62de4929b0426cdb1eaa904b64ac36b435",
-                "sha256:8ac6ce7ff3892e5deaab7abaec763538ffd011f74dc1801d93d3c5fc541feee2",
-                "sha256:91b710e3353aea6fc758cdb7136d9bbdcb26b53cefe43e2cba953ac3ee1d3313",
-                "sha256:9d2ba4ed13af381233e2d810ff3bab84ef9f18430a9b336ab69eaf3cd24299ff",
-                "sha256:a62ec5e13e227399be73303ff301f2865bf68657d15ea50b038d25fc41097317",
-                "sha256:ab76e5580b0ed647a8d8d2d2daee170e8e9f8aad225ede314f684e297e3643c2",
-                "sha256:bf4003aa538af3f4205c5fac56eacaa67a6dd81e454ffd9e9f055fff9f1bc614",
-                "sha256:bf598d2e37cf8edb1a2f26ed3fb255191f5232badea4003c16301cb94ac5bdd0",
-                "sha256:c18f70dc27cc5d236f10e7834236aff60aadc71346a5bc1f4f83a4b3abee6386",
-                "sha256:c5ed816632204a2fc9486d784d8e0d0ae754347aba99c811458d69fcdfd2a2f9",
-                "sha256:dc058b7833184970d1248135b8b0ab702e6daa833be14035179f2acb78ff5636",
-                "sha256:ff3797f2f16bf9d17d53257612da84dd0758db33935777149b3334c01ff68865"
-            ],
-            "version": "==7.0.0"
+                "sha256:01425106e4e8cee195a411f729cff2a7d61813b0b11737c12bd5991f5f14bcd5",
+                "sha256:031a6c88c77d08aab84fecc05c3cde8414cd6f8406f4d2b16fed1e97634cc8a4",
+                "sha256:083781abd261bdabf090ad07bb69f8f5599943ddb539d64497ed021b2a67e5a9",
+                "sha256:0d19d70ee7c2ba97631bae1e7d4725cdb2ecf238178096e8c82ee481e189168a",
+                "sha256:0e04d61f0064b545b989126197930807c86bcbd4534d39168f4aa5fda39bb8f9",
+                "sha256:12e5e7471f9b637762453da74e390e56cc43e486a88289995c1f4c1dc0bfe727",
+                "sha256:22fd0f42ad15dfdde6c581347eaa4adb9a6fc4b865f90b23378aa7914895e120",
+                "sha256:238c197fc275b475e87c1453b05b467d2d02c2915fdfdd4af126145ff2e4610c",
+                "sha256:3b570f84a6161cf8865c4e08adf629441f56e32f180f7aa4ccbd2e0a5a02cba2",
+                "sha256:463822e2f0d81459e113372a168f2ff59723e78528f91f0bd25680ac185cf797",
+                "sha256:4d98abdd6b1e3bf1a1cbb14c3895226816e666749ac040c4e2554231068c639b",
+                "sha256:5afe6b237a0b81bd54b53f835a153770802f164c5570bab5e005aad693dab87f",
+                "sha256:5b70110acb39f3aff6b74cf09bb4169b167e2660dabc304c1e25b6555fa781ef",
+                "sha256:5cbf3e3b1014dddc45496e8cf38b9f099c95a326275885199f427825c6522232",
+                "sha256:624b977355cde8b065f6d51b98497d6cd5fbdd4f36405f7a8790e3376125e2bb",
+                "sha256:63728564c1410d99e6d1ae8e3b810fe012bc440952168af0a2877e8ff5ab96b9",
+                "sha256:66cc56579fd91f517290ab02c51e3a80f581aba45fd924fcdee01fa06e635812",
+                "sha256:6c32cc3145928c4305d142ebec682419a6c0a8ce9e33db900027ddca1ec39178",
+                "sha256:8b56553c0345ad6dcb2e9b433ae47d67f95fc23fe28a0bde15a120f25257e291",
+                "sha256:8bb1e155a74e1bfbacd84555ea62fa21c58e0b4e7e6b20e4447b8d07990ac78b",
+                "sha256:95d5ef984eff897850f3a83883363da64aae1000e79cb3c321915468e8c6add5",
+                "sha256:a013cbe25d20c2e0c4e85a9daf438f85121a4d0344ddc76e33fd7e3965d9af4b",
+                "sha256:a787ab10d7bb5494e5f76536ac460741788f1fbce851068d73a87ca7c35fc3e1",
+                "sha256:a7d5e9fad90eff8f6f6106d3b98b553a88b6f976e51fce287192a5d2d5363713",
+                "sha256:aac00e4bc94d1b7813fe882c28990c1bc2f9d0e1aa765a5f2b516e8a6a16a9e4",
+                "sha256:b91c36492a4bbb1ee855b7d16fe51379e5f96b85692dc8210831fbb24c43e484",
+                "sha256:c03c07ed32c5324939b19e36ae5f75c660c81461e312a41aea30acdd46f93a7c",
+                "sha256:c5236606e8570542ed424849f7852a0ff0bce2c4c8d0ba05cc202a5a9c97dee9",
+                "sha256:c6b39294464b03457f9064e98c124e09008b35a62e3189d3513e5148611c9388",
+                "sha256:cb7a09e173903541fa888ba010c345893cd9fc1b5891aaf060f6ca77b6a3722d",
+                "sha256:d68cb92c408261f806b15923834203f024110a2e2872ecb0bd2a110f89d3c602",
+                "sha256:dc38f57d8f20f06dd7c3161c59ca2c86893632623f33a42d592f097b00f720a9",
+                "sha256:e98eca29a05913e82177b3ba3d198b1728e164869c613d76d0de4bde6768a50e",
+                "sha256:f217c3954ce5fd88303fc0c317af55d5e0204106d86dea17eb8205700d47dec2"
+            ],
+            "index": "pypi",
+            "version": "==8.2.0"
         },
         "plac": {
             "hashes": [
@@ -208,24 +223,25 @@
         },
         "preshed": {
             "hashes": [
-                "sha256:0c15ae62f2595ca479decc3452967484dae57b510278800f5deb9115238cc818",
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-                "sha256:253970beae87ab672a6afb543908761795eea3cb7b0d784e2ea51e265752059e",
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-                "sha256:61d73468c97c1d6d5a048de0b01d5a6fd052123358aca4823cdb277e436436cb",
-                "sha256:633358f1fb0ec5dd6dbe4971c328d08809e5a8dbefdf13a802ae0a7cb45306c7",
-                "sha256:6518bbd5fb8adbc3231e75ae78d96a7bdd5405a3b23a09d5e62a2e4fc833724e",
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-                "sha256:88427346b220293439db77c82913791fa13edc6ac73d8159610699a3ca17aae9",
-                "sha256:8a9a8222a697a513f25a94733e7a17cc298ecd8fd56b606a1d8fa0ac342c2830",
-                "sha256:b4ae6c7c44aa3ff7bd717791bb6b619ecb273b7cb128c986f2dc65f6e0e6ddd4",
-                "sha256:e37058d91bd7f0f5a7a9c83d22a83dc581ab5f79688a87be81f200993145a250",
-                "sha256:ece5e850f667eaa3367d5c56dda9e3aa6ac1c0bb2117d2f466a26db5f26bbe4b"
-            ],
-            "version": "==3.0.2"
+                "sha256:12cbe1e378b4f1c6b06f5e4130408befe916e55ea1616e6aa63c5cd0ccd9c927",
+                "sha256:1bdededa7fd81f26a42bc9d11d542657c74746b7ea7fc2b2ca6d0ddbf1f93792",
+                "sha256:1ce0846cb7ebb2ea913d44ec2e296098c285443ecdea80ddf02656bbef4deacb",
+                "sha256:30f0c8ea85113d0565a1e3eb6222d00513ec39b56f3f9a2615e304575e65422e",
+                "sha256:56b9603517bb2a364418163236d6a147a1d722ff7546cbe085e76e25ae118e89",
+                "sha256:572899224578d30f6a67fadecb3d62b824866b4d2b6bad73f71abf7585db1389",
+                "sha256:5e06a49477bd257eea02bf823b5d3e201d00a19d6976523a58da8606b2358481",
+                "sha256:67c11e384ce4c008bc487ba3a29bafdfe038b9a2546ccfe0fe2160480b356fed",
+                "sha256:6e833f1632a1d0232bdc6df6c3542fb130ef044d8656b24576d9fd19e5f1e0d1",
+                "sha256:6f126bcc414a0304b54956f9dac2628a0f9bef1657d1b3a3837fc82b791aa2a1",
+                "sha256:85074eebf90a858a6b68242f1ae265ca99e1af45bf9dafcb9a83d49b0815a2e1",
+                "sha256:8a3adffde3126c2a0ab7d57cab1d605cb5f63da1ba88088ad3cf8debfd9aa4dc",
+                "sha256:8a560850b8c53c1487ba51c2b0f5769535512b36d3b129ad5796b64653abe2f9",
+                "sha256:9ebf444f8487782c84d7b5acb1d7195e603155882fafc4697344199eeeafbe5f",
+                "sha256:c6d3dba39ed5059aaf99767017b9568c75b2d0780c3481e204b1daecde00360e",
+                "sha256:ca4a7681b643b8356e7dfdab9cf668b2b34bd07ef4b09ebed44c8aeb3b1626ee",
+                "sha256:fb4d2e82add82d63b2c97802b759a58ff200d06b632e2edc48a9ced1e6472faf"
+            ],
+            "version": "==3.0.5"
         },
         "psycopg2-binary": {
             "hashes": [
@@ -282,17 +298,17 @@
         },
         "pytz": {
             "hashes": [
-                "sha256:1c557d7d0e871de1f5ccd5833f60fb2550652da6be2693c1e02300743d21500d",
-                "sha256:b02c06db6cf09c12dd25137e563b31700d3b80fcc4ad23abb7a315f2789819be"
+                "sha256:83a4a90894bf38e243cf052c8b58f381bfe9a7a483f6a9cab140bc7f702ac4da",
+                "sha256:eb10ce3e7736052ed3623d49975ce333bcd712c7bb19a58b9e2089d4057d0798"
             ],
-            "version": "==2019.3"
+            "version": "==2021.1"
         },
         "requests": {
             "hashes": [
-                "sha256:11e007a8a2aa0323f5a921e9e6a2d7e4e67d9877e85773fba9ba6419025cbeb4",
-                "sha256:9cf5292fcd0f598c671cfc1e0d7d1a7f13bb8085e9a590f48c010551dc6c4b31"
+                "sha256:27973dd4a904a4f13b263a19c866c13b92a39ed1c964655f025f3f8d3d75b804",
+                "sha256:c210084e36a42ae6b9219e00e48287def368a26d03a048ddad7bfee44f75871e"
             ],
-            "version": "==2.22.0"
+            "version": "==2.25.1"
         },
         "scikit-learn": {
             "hashes": [
@@ -318,36 +334,34 @@
         },
         "scipy": {
             "hashes": [
-                "sha256:00af72998a46c25bdb5824d2b729e7dabec0c765f9deb0b504f928591f5ff9d4",
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-                "sha256:2cce3f9847a1a51019e8c5b47620da93950e58ebc611f13e0d11f4980ca5fecb",
-                "sha256:3092857f36b690a321a662fe5496cb816a7f4eecd875e1d36793d92d3f884073",
-                "sha256:386086e2972ed2db17cebf88610aab7d7f6e2c0ca30042dc9a89cf18dcc363fa",
-                "sha256:71eb180f22c49066f25d6df16f8709f215723317cc951d99e54dc88020ea57be",
-                "sha256:770254a280d741dd3436919d47e35712fb081a6ff8bafc0f319382b954b77802",
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-                "sha256:8a07760d5c7f3a92e440ad3aedcc98891e915ce857664282ae3c0220f3301eb6",
-                "sha256:8d3bc3993b8e4be7eade6dcc6fd59a412d96d3a33fa42b0fa45dc9e24495ede9",
-                "sha256:9508a7c628a165c2c835f2497837bf6ac80eb25291055f56c129df3c943cbaf8",
-                "sha256:a144811318853a23d32a07bc7fd5561ff0cac5da643d96ed94a4ffe967d89672",
-                "sha256:a1aae70d52d0b074d8121333bc807a485f9f1e6a69742010b33780df2e60cfe0",
-                "sha256:a2d6df9eb074af7f08866598e4ef068a2b310d98f87dc23bd1b90ec7bdcec802",
-                "sha256:bb517872058a1f087c4528e7429b4a44533a902644987e7b2fe35ecc223bc408",
-                "sha256:c5cac0c0387272ee0e789e94a570ac51deb01c796b37fb2aad1fb13f85e2f97d",
-                "sha256:cc971a82ea1170e677443108703a2ec9ff0f70752258d0e9f5433d00dda01f59",
-                "sha256:dba8306f6da99e37ea08c08fef6e274b5bf8567bb094d1dbe86a20e532aca088",
-                "sha256:dc60bb302f48acf6da8ca4444cfa17d52c63c5415302a9ee77b3b21618090521",
-                "sha256:dee1bbf3a6c8f73b6b218cb28eed8dd13347ea2f87d572ce19b289d6fd3fbc59"
-            ],
-            "version": "==1.4.1"
+                "sha256:01b38dec7e9f897d4db04f8de4e20f0f5be3feac98468188a0f47a991b796055",
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+                "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": [
-                "sha256:236bdbdce46e6e6a3d61a337c0f8b763ca1e8717c03b369e87a7ec7ce1319c0a",
-                "sha256:8f3cd2e254d8f793e7f3d6d9df77b92252b52637291d0f0da013c76ea2724b6c"
+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
+                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "version": "==1.14.0"
+            "version": "==1.16.0"
         },
         "spacy": {
             "hashes": [
@@ -377,20 +391,21 @@
         },
         "srsly": {
             "hashes": [
-                "sha256:1102b4984f9f56364540e47d83fac3e7543903dfbb92f0d0e5dd3bfd40528934",
-                "sha256:1c4354095f63f59fc52a4362960faaddebcfa7a240f07209eb50e8f9ec39e700",
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-                "sha256:4ce9d6ab6d1c617150455ef5ba8abd5107a8e65956f06c2efc86697f4cb4b431",
-                "sha256:51c47f98dc06d5c2d1d7806cd38dcc834ab9906dc12170bc21105e5a9590a6fd",
-                "sha256:a672ffaa77680f355933cf424739ae9ecff767908a374ad194692b53040fda01",
-                "sha256:abe3d98d9ea8f7dac898119cd9861466c49cfe0f16287c9f859e0d4cab43a7a4",
-                "sha256:c6bdf53a87770139c6a9d75b3e664505bd81c022312fafca35ed38714e4ecdf1",
-                "sha256:c82e6dc3727454edc6ccdb1d07d5bc0aab3f43539fb8d9f973cf769135d2c7e4",
-                "sha256:ca1ec20ea6e14ad56ccaa84aa6c79d6e51fccf32e0040372b4d06c6e5dbb7fee",
-                "sha256:d5c0c718b2f67fc425d9bb3cc26b6141cb2f53251cdc145f58b70095241a3308",
-                "sha256:de329ba0ff451308d59e40c39372f5231e7c364f4933d7457788203630bdede2"
+                "sha256:11447f8e659e1f62f29302252fb057f179031457b36c83426027182f624fe565",
+                "sha256:23c7205b8c1cac49a03521bee37f0afe3680d9f0ec18c75ab3ac39bd3e15272b",
+                "sha256:2615b8713dfe793ca57925076b0869385d56754816b1eaee5490a6827a1cb5c7",
+                "sha256:334f29435099e644a8047b63d60b8386a98b5f7b4739f7efc86b46ca0200aa0e",
+                "sha256:4c43a1f28e555891a1e65650adea2c5d0f0fe4b3d63821de65c8357f32c3a11c",
+                "sha256:779ebfaa3cf1d5c0f1286ac1baf06af5f2a17bb103622992c71acc6ac20b2781",
+                "sha256:8fc4c0641537262e15c7b5b57edc47487b15ac47b696adcb81e0a770ef78e8f5",
+                "sha256:a1449da4195e30a3bd1fd3122e5b1a0c57703843c590643555c412fc87132aa0",
+                "sha256:a2746afccfd4f51f0793cccc2b6d5e8a564c962870feec5c77408244c1dbb3c5",
+                "sha256:a696e9c925e91f76ec53840c55483a4fbf76cb717424410a4f249d4805439038",
+                "sha256:b5b887328ac6e210842560fcf32a29c2a9c1ed38c6d47479cadc03d81940da8c",
+                "sha256:d3dd796372367c71946d0cd6f734e49db3d99dd13a57bdac937d9eb62689fc9e",
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             ],
-            "version": "==1.0.1"
+            "version": "==1.0.5"
         },
         "thinc": {
             "hashes": [
@@ -412,31 +427,40 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:251ee8440dbda126b8dfa8a7c028eb3f13704898caaef7caa699b35e119301e2",
-                "sha256:fe231261cfcbc6f4a99165455f8f6b9ef4e1032a6e29bccf168b4bf42012f09c"
+                "sha256:736524215c690621b06fc89d0310a49822d75e599fcd0feb7cc742b98d692493",
+                "sha256:cd5791b5d7c3f2f1819efc81d36eb719a38e0906a7380365c556779f585ea042"
+            ],
+            "version": "==4.61.0"
+        },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:0ac0f89795dd19de6b97debb0c6af1c70987fd80a2d62d1958f7e56fcc31b497",
+                "sha256:50b6f157849174217d0656f99dc82fe932884fb250826c18350e159ec6cdf342",
+                "sha256:779383f6086d90c99ae41cf0ff39aac8a7937a9283ce0a414e5dd782f4c94a84"
             ],
-            "version": "==4.42.1"
+            "markers": "python_version < '3.8'",
+            "version": "==3.10.0.0"
         },
         "urllib3": {
             "hashes": [
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-                "sha256:87716c2d2a7121198ebcb7ce7cccf6ce5e9ba539041cfbaeecfb641dc0bf6acc"
+                "sha256:753a0374df26658f99d826cfe40394a686d05985786d946fbe4165b5148f5a7c",
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             ],
-            "version": "==1.25.8"
+            "version": "==1.26.5"
         },
         "wasabi": {
             "hashes": [
-                "sha256:b8dd3e963cd693fde1eb6bfbecf51790171aa3534fa299faf35cf269f2fd6063",
-                "sha256:da1f100e0025fe1e50fd67fa5b0b05df902187d5c65c86dc110974ab856d1f05"
+                "sha256:a493e09d86109ec6d9e70d040472f9facc44634d4ae6327182f94091ca73a490",
+                "sha256:b4a36aaa9ca3a151f0c558f269d442afbb3526f0160fd541acd8a0d5e5712054"
             ],
-            "version": "==0.6.0"
+            "version": "==0.8.2"
         },
         "zipp": {
             "hashes": [
-                "sha256:ccc94ed0909b58ffe34430ea5451f07bc0c76467d7081619a454bf5c98b89e28",
-                "sha256:feae2f18633c32fc71f2de629bfb3bd3c9325cd4419642b1f1da42ee488d9b98"
+                "sha256:3607921face881ba3e026887d8150cca609d517579abe052ac81fc5aeffdbd76",
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             ],
-            "version": "==2.1.0"
+            "version": "==3.4.1"
         }
     },
     "develop": {}