diff --git a/Pipfile.lock b/Pipfile.lock
index 53ef5bd..7671404 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -16,53 +16,38 @@
         ]
     },
     "default": {
-        "appnope": {
-            "hashes": [
-                "sha256:5b26757dc6f79a3b7dc9fab95359328d5747fcb2409d331ea66d0272b90ab2a0",
-                "sha256:8b995ffe925347a2138d7ac0fe77155e4311a0ea6d6da4f5128fe4b3cbe5ed71"
-            ],
-            "markers": "sys_platform == 'darwin'",
-            "version": "==0.1.0"
-        },
-        "attrs": {
-            "hashes": [
-                "sha256:69c0dbf2ed392de1cb5ec704444b08a5ef81680a61cb899dc08127123af36a79",
-                "sha256:f0b870f674851ecbfbbbd364d6b5cbdff9dcedbc7f3f5e18a6891057f21fe399"
-            ],
-            "version": "==19.1.0"
-        },
         "backcall": {
             "hashes": [
-                "sha256:38ecd85be2c1e78f77fd91700c76e14667dc21e2713b63876c0eb901196e01e4",
-                "sha256:bbbf4b1e5cd2bdb08f915895b51081c041bac22394fdfcfdfbe9f14b77c08bf2"
+                "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e",
+                "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"
             ],
-            "version": "==0.1.0"
+            "version": "==0.2.0"
         },
         "beautifulsoup4": {
             "hashes": [
-                "sha256:034740f6cb549b4e932ae1ab975581e6103ac8f942200a0e9759065984391858",
-                "sha256:945065979fb8529dd2f37dbb58f00b661bdbcbebf954f93b32fdf5263ef35348",
-                "sha256:ba6d5c59906a85ac23dadfe5c88deaf3e179ef565f4898671253e50a78680718"
+                "sha256:4c98143716ef1cb40bf7f39a8e3eec8f8b009509e74904ba3a7b315431577e35",
+                "sha256:84729e322ad1d5b4d25f805bfa05b902dd96450f43842c4e99067d5e1369eb25",
+                "sha256:fff47e031e34ec82bf17e00da8f592fe7de69aeea38be00523c04623c04fb666"
             ],
-            "version": "==4.7.1"
+            "version": "==4.9.3"
         },
         "blis": {
             "hashes": [
-                "sha256:039129410a338be8db8cf48c54334bd7c30da7e72bad2741e59313b1d242814b",
-                "sha256:058f9109aaea9d4f88cb623a44994d96c8cf36448de3e1bd30210628d6b52e9e",
-                "sha256:278d7b95e56cf82a6bef91cd8283eadc9401f2d3bdbbf2cdfdb605cf9081c36e",
-                "sha256:2d4ca1508fd6229c7994fc17ba324083a5b83f66612c8ea62623a41a1768b030",
-                "sha256:51a54bad6175e9b154beeb628a879ed492ee2247c9e40c77bdf6fc772145130c",
-                "sha256:886b313f96d4e268a0587e98c1637d963c73defa8de51e2e6b0d0bd00f16afbb",
-                "sha256:9f12e6f1e4b10dbb1e0e34e98f60e8435058a60d544a009cb761351fe1d12cad",
-                "sha256:a54d4fa1908d586f8bce9851a453cb89d1542e9aca65b8b88e9bb9432d626f80",
-                "sha256:b9d6cef13d95e3752320cd942df25e09160a6f9dfc3d7b41af7cdc772ab18270",
-                "sha256:d571464d195a950e60bf1547c8914d4da50952e06a0f38cea7b0829d0a4b985a",
-                "sha256:d616d64c85e6be92d69a1410dc58146cb9603fd1eb148f9ee512b8fddfd789f6",
-                "sha256:e477c7eaacf7dcccbb190a29559579efb287ecf5c2a9a7a6f9acb0452899f033",
-                "sha256:e6ae1986625af86f90f111f9d2d284b9e45fddfe56cf40524cdd9417a6a33b87"
-            ],
-            "version": "==0.2.4"
+                "sha256:168fd7bd763ebe529aa25a066d3a6b89f4c3f492f6297f881df6942741b95787",
+                "sha256:4222bbc7b9c47bc3cf6f36f2241862c1512ca7ebac3828267a2e05ef6c47fc54",
+                "sha256:445e4838b809e99677f5c0982fb9af320f0d91328fb28c8097e5f1173c4df9d6",
+                "sha256:5b403deb2ad5515e1edb3c0867bccb5b974b461f24283d9219a3a761fd6dacc6",
+                "sha256:5c1a2023f7d8431daa8d87d32f539bb23e1a009500c37f9eba0ac7b3f20f73eb",
+                "sha256:5ecddc4c6daf80558154b091db0a9839bb15dbe65d2906a543a73b93fbce4f73",
+                "sha256:6814991b3e3193db4f9b2417174c6f24b9c0197409d864fa7628583bd2df1f0f",
+                "sha256:78a8e0ee72a42c3b2f5b9114500a781119995f76fa6c21d4b02c6fb9c21df2cc",
+                "sha256:7daa615a97d4f28db0f332b710bfe1900b15d0c25841c6d727965e4fd91e09cf",
+                "sha256:94890b2296f1449baa56aede46627ea7fc8de11c788f9c261ee38c2eb4a2cc7d",
+                "sha256:9f9b829480c12fc834549306821e5c51cb28b216ca5f88c5b2cfedbeb9daf67d",
+                "sha256:c2d8064217c326dd9a0dcbae294ffe8557263e2a00d76101ffa222b9c9d9c62d",
+                "sha256:d717b5dea407aac89a646908e7d9849105abab9c88a539c120518c200f899f4e"
+            ],
+            "version": "==0.7.4"
         },
         "bs4": {
             "hashes": [
@@ -73,65 +58,69 @@
         },
         "cachetools": {
             "hashes": [
-                "sha256:428266a1c0d36dc5aca63a2d7c5942e88c2c898d72139fca0e97fdd2380517ae",
-                "sha256:8ea2d3ce97850f31e4a08b0e2b5e6c34997d7216a9d2c98e0f3978630d4da69a"
+                "sha256:2cc0b89715337ab6dbba85b5b50effe2b0c74e035d83ee8ed637cf52f12ae001",
+                "sha256:61b5ed1e22a0924aed1d23b478f37e8d52549ff8a961de2909c69bf950020cff"
+            ],
+            "version": "==4.2.2"
+        },
+        "catalogue": {
+            "hashes": [
+                "sha256:62572ad1a641face0eb1436921ee4e03169162879bdc25ab8d535219b5f65b48",
+                "sha256:9ed345d12855af315f1715583612b26b8621a2b0a2e3bef974dc5d712f7983aa"
             ],
-            "version": "==3.1.1"
+            "version": "==2.0.4"
         },
         "certifi": {
             "hashes": [
-                "sha256:59b7658e26ca9c7339e00f8f4636cdfe59d34fa37b9b04f6f9e9926b3cece1a5",
-                "sha256:b26104d6835d1f5e49452a26eb2ff87fe7090b89dfcaee5ea2212697e1e1d7ae"
+                "sha256:2bbf76fd432960138b3ef6dda3dde0544f27cbf8546c458e60baf371917ba9ee",
+                "sha256:50b1e4f8446b06f41be7dd6338db18e0990601dce795c2b1686458aa7e8fa7d8"
             ],
-            "version": "==2019.3.9"
+            "version": "==2021.5.30"
         },
         "chardet": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa",
+                "sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5"
+            ],
+            "version": "==4.0.0"
+        },
+        "click": {
+            "hashes": [
+                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
+                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
             ],
-            "version": "==3.0.4"
+            "version": "==7.1.2"
         },
         "cymem": {
             "hashes": [
-                "sha256:081c652ae1aff4759813e93a2fc4df4ba410ce214a0e542988e24c62110d4cd0",
-                "sha256:0e447fa4cb6dccd0b96257a798370a17bef3ec254a527230058e41816a777c04",
-                "sha256:2c8267dcb15cc6ab318f01ceaf16b8440c0386ae44014d5b22fefe5b0398d05c",
-                "sha256:46141111eedbb5b0d8c9386b00226a15f5727a1202b9095f4363d425f259267e",
-                "sha256:4994c1f3e948bd58a6e38c905221680563b851983a15f1f01e5ff415d560d153",
-                "sha256:584872fd3df176e50c90e37aaca6cb731ac0abcdea4f5b8ad77c30674cfaaa99",
-                "sha256:6e3194135b21bb268030f3473beb8b674b356c330a9fa185dced2f5006cbd5ba",
-                "sha256:71710ee0e946a6bd33c86dd9e71f95ad584c65e8bb02615f00ceb0d8348fb303",
-                "sha256:741957f541fb8322de5a8c711d5d58f80d684225d2aec32fec92484cac931a52",
-                "sha256:7f01ba6153427811cd7d35630081c69b32c188a1d330599a826ef3bf17edbd7c",
-                "sha256:8d96e95902e781950d7c255b19364a1ed50a204843d63dd386b0abc5e6df5e44",
-                "sha256:8dd169ece1629ec4db1a592321e3ae0a9bb62fda2052a351fc36871f314c3569",
-                "sha256:8e6ad29636edd559b0dfe0a19c5cb5e6257461a5df90839e8c7710ddb005f4b4",
-                "sha256:9935b233882732f03fd0fadbeb9e9aa672edcdd126e6d52c36d60adf1def8ea5",
-                "sha256:a38b3229782411e4b23240f5f90000c4e7a834af88ed8763c66f8e4603db6b51",
-                "sha256:a5966b3171bad9c84a2b19dccda5ab37ae8437c0709a6b72cb42b64ea76a4bd3",
-                "sha256:ab88b1534f06df07262d9bc5efb3ba07948cdbe9a363eb9eaa4ad42fae6c7b5e",
-                "sha256:b08b0dd7adafbff9f0fd7dc8dcad5f3ce6f23c126c81ad8d1666880cc94e6974",
-                "sha256:ba47b571d480c0b76d282ff1634372070031d4998a46ae5d8305d49563b74ca6",
-                "sha256:bf049dc9cf0d3aa4a48ba514b7f1699fb6f35b18ad8c6f018bd13e0bccd9d30c",
-                "sha256:c46a122c524a3270ac5249f590ac2f75f1a83692a3d3a03479cea49de72a0a89",
-                "sha256:c63337aa7e1ad4ec182cc7847c6d85390589fbbf1f9f67d1fde8133a9acb7fa8",
-                "sha256:ec51273ea08a2c6389bc4dd6b5183354826d916b149a041f2f274431166191bc"
-            ],
-            "version": "==2.0.2"
+                "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"
         },
         "cytoolz": {
             "hashes": [
-                "sha256:84cc06fa40aa310f2df79dd440fc5f84c3e20f01f9f7783fc9c38d0a11ba00e5"
+                "sha256:c64f3590c3eb40e1548f0d3c6b2ccde70493d0b8dc6cc7f9f3fec0bb3dcd4222"
             ],
-            "version": "==0.9.0.1"
+            "version": "==0.11.0"
         },
         "decorator": {
             "hashes": [
-                "sha256:86156361c50488b84a3f148056ea716ca587df2f0de1d34750d35c21312725de",
-                "sha256:f069f3a01830ca754ba5258fde2278454a0b5b79e0d7f5c13b3b97e57d4acff6"
+                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
+                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
             ],
-            "version": "==4.4.0"
+            "version": "==4.4.2"
         },
         "html5lib": {
             "hashes": [
@@ -143,10 +132,10 @@
         },
         "idna": {
             "hashes": [
-                "sha256:c357b3f628cf53ae2c4c05627ecc484553142ca23264e593d327bcde5e9c3407",
-                "sha256:ea8b7f6188e6fa117537c3df7da9fc686d485087abf6ac197f9c46432f7e4a3c"
+                "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6",
+                "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"
             ],
-            "version": "==2.8"
+            "version": "==2.10"
         },
         "ipykernel": {
             "hashes": [
@@ -158,10 +147,10 @@
         },
         "ipython": {
             "hashes": [
-                "sha256:54c5a8aa1eadd269ac210b96923688ccf01ebb2d0f21c18c3c717909583579a8",
-                "sha256:e840810029224b56cd0d9e7719dc3b39cf84d577f8ac686547c8ba7a06eeab26"
+                "sha256:a171caa3d3d4c819a1c0742e3abecfd5a2b8ab525ca1c9f114b40b76b0679ab1",
+                "sha256:f86788eef439891438af3498525094cc2acbdbea4f2aa2f8895782d4ff471341"
             ],
-            "version": "==7.5.0"
+            "version": "==7.24.0"
         },
         "ipython-genutils": {
             "hashes": [
@@ -172,38 +161,84 @@
         },
         "jedi": {
             "hashes": [
-                "sha256:2bb0603e3506f708e792c7f4ad8fc2a7a9d9c2d292a358fbbd58da531695595b",
-                "sha256:2c6bcd9545c7d6440951b12b44d373479bf18123a401a52025cf98563fbd826c"
+                "sha256:18456d83f65f400ab0c2d3319e48520420ef43b23a086fdc05dff34132f0fb93",
+                "sha256:92550a404bad8afed881a137ec9a461fed49eca661414be45059329614ed0707"
             ],
-            "version": "==0.13.3"
+            "version": "==0.18.0"
         },
-        "joblib": {
+        "jinja2": {
             "hashes": [
-                "sha256:21e0c34a69ad7fde4f2b1f3402290e9ec46f545f15f1541c582edfe05d87b63a",
-                "sha256:315d6b19643ec4afd4c41c671f9f2d65ea9d787da093487a81ead7b0bac94524"
+                "sha256:1f06f2da51e7b56b8f238affdd6b4e2c61e39598a378cc49345bc1bd42a978a4",
+                "sha256:703f484b47a6af502e743c9122595cc812b0271f661722403114f71a79d0f5a4"
             ],
-            "version": "==0.13.2"
+            "version": "==3.0.1"
         },
-        "jsonschema": {
+        "joblib": {
             "hashes": [
-                "sha256:0c0a81564f181de3212efa2d17de1910f8732fa1b71c42266d983cd74304e20d",
-                "sha256:a5f6559964a3851f59040d3b961de5e68e70971afb88ba519d27e6a039efff1a"
+                "sha256:9c17567692206d2f3fb9ecf5e991084254fe631665c450b443761c4186a613f7",
+                "sha256:feeb1ec69c4d45129954f1b7034954241eedfd6ba39b5e9e4b6883be3332d5e5"
             ],
-            "version": "==3.0.1"
+            "version": "==1.0.1"
         },
         "jupyter-client": {
             "hashes": [
-                "sha256:b5f9cb06105c1d2d30719db5ffb3ea67da60919fb68deaefa583deccd8813551",
-                "sha256:c44411eb1463ed77548bc2d5ec0d744c9b81c4a542d9637c7a52824e2121b987"
+                "sha256:9715152067e3f7ea3b56f341c9a0f9715c8c7cc316ee0eb13c3c84f5ca0065f5",
+                "sha256:e2ab61d79fbf8b56734a4c2499f19830fbd7f6fefb3e87868ef0545cb3c17eb9"
             ],
-            "version": "==5.2.4"
+            "version": "==6.2.0"
         },
         "jupyter-core": {
             "hashes": [
-                "sha256:927d713ffa616ea11972534411544589976b2493fc7e09ad946e010aa7eb9970",
-                "sha256:ba70754aa680300306c699790128f6fbd8c306ee5927976cbe48adacf240c0b7"
+                "sha256:79025cb3225efcd36847d0840f3fc672c0abd7afd0de83ba8a1d3837619122b4",
+                "sha256:8c6c0cac5c1b563622ad49321d5ec47017bd18b94facb381c6973a0486395f8e"
             ],
-            "version": "==4.4.0"
+            "version": "==4.7.1"
+        },
+        "markupsafe": {
+            "hashes": [
+                "sha256:01a9b8ea66f1658938f65b93a85ebe8bc016e6769611be228d797c9d998dd298",
+                "sha256:023cb26ec21ece8dc3907c0e8320058b2e0cb3c55cf9564da612bc325bed5e64",
+                "sha256:0446679737af14f45767963a1a9ef7620189912317d095f2d9ffa183a4d25d2b",
+                "sha256:0717a7390a68be14b8c793ba258e075c6f4ca819f15edfc2a3a027c823718567",
+                "sha256:0955295dd5eec6cb6cc2fe1698f4c6d84af2e92de33fbcac4111913cd100a6ff",
+                "sha256:10f82115e21dc0dfec9ab5c0223652f7197feb168c940f3ef61563fc2d6beb74",
+                "sha256:1d609f577dc6e1aa17d746f8bd3c31aa4d258f4070d61b2aa5c4166c1539de35",
+                "sha256:2ef54abee730b502252bcdf31b10dacb0a416229b72c18b19e24a4509f273d26",
+                "sha256:3c112550557578c26af18a1ccc9e090bfe03832ae994343cfdacd287db6a6ae7",
+                "sha256:47ab1e7b91c098ab893b828deafa1203de86d0bc6ab587b160f78fe6c4011f75",
+                "sha256:49e3ceeabbfb9d66c3aef5af3a60cc43b85c33df25ce03d0031a608b0a8b2e3f",
+                "sha256:4efca8f86c54b22348a5467704e3fec767b2db12fc39c6d963168ab1d3fc9135",
+                "sha256:53edb4da6925ad13c07b6d26c2a852bd81e364f95301c66e930ab2aef5b5ddd8",
+                "sha256:594c67807fb16238b30c44bdf74f36c02cdf22d1c8cda91ef8a0ed8dabf5620a",
+                "sha256:611d1ad9a4288cf3e3c16014564df047fe08410e628f89805e475368bd304914",
+                "sha256:6557b31b5e2c9ddf0de32a691f2312a32f77cd7681d8af66c2692efdbef84c18",
+                "sha256:693ce3f9e70a6cf7d2fb9e6c9d8b204b6b39897a2c4a1aa65728d5ac97dcc1d8",
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@@ -215,70 +250,97 @@
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@@ -287,55 +349,68 @@
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@@ -346,66 +421,74 @@
         },
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@@ -426,112 +509,131 @@
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@@ -543,20 +645,21 @@
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@@ -567,57 +670,108 @@
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+                "sha256:7250a3fa399f08ec9cb3f7b1b987955d17e044f1ade821b32e5f435130250d7f",
+                "sha256:748290bf9112b581c525e6e6d3820621ff020ed95af6f17fedef416b27ed564c",
+                "sha256:7da13da6f985aab7f6f28debab00c67ff9cbacd588e8477034c0652ac141feea",
+                "sha256:8f959b26f2634a091bb42241c3ed8d3cedb506e7c27b8dd5c7b9f745318ddbb6",
+                "sha256:9de9e5188a782be6b1ce866e8a51bc76a0fbaa0e16613823fc38e4fc2556ad05",
+                "sha256:a48900ecea1cbb71b8c71c620dee15b62f85f7c14189bdeee54966fbd9a0c5bd",
+                "sha256:b87936fd2c317b6ee08a5741ea06b9d11a6074ef4cc42e031bc6403f82a32575",
+                "sha256:c77da1263aa361938476f04c4b6c8916001b90b2c2fdd92d8d535e1af48fba5a",
+                "sha256:cb5ec8eead331e3bb4ce8066cf06d2dfef1bfb1b2a73082dfe8a161301b76e37",
+                "sha256:cc0ee35043162abbf717b7df924597ade8e5395e7b66d18270116f8745ceb795",
+                "sha256:d14d30e7f46a0476efb0deb5b61343b1526f73ebb5ed84f23dc794bdb88f9d9f",
+                "sha256:d371e811d6b156d82aa5f9a4e08b58debf97c302a35714f6f45e35139c332e32",
+                "sha256:d3d20ea5782ba63ed13bc2b8c291a053c8d807a8fa927d941bd718468f7b950c",
+                "sha256:d3f7594930c423fd9f5d1a76bee85a2c36fd8b4b16921cae7e965f22575e9c01",
+                "sha256:dcef026f608f678c118779cd6591c8af6e9b4155c44e0d1bc0c87c036fb8c8c4",
+                "sha256:e0791ac58d91ac58f694d8d2957884df8e4e2f6687cdf367ef7eb7497f79eaa2",
+                "sha256:e385b637ac3acaae8022e7e47dfa7b83d3620e432e3ecb9a3f7f58f150e50921",
+                "sha256:e519d64089b0876c7b467274468709dadf11e41d65f63bba207e04217f47c085",
+                "sha256:e7229e60ac41a1202444497ddde70a48d33909e484f96eb0da9baf8dc68541df",
+                "sha256:ed3ad863b1b40cd1d4bd21e7498329ccaece75db5a5bf58cd3c9f130843e7102",
+                "sha256:f0ba29bafd8e7e22920567ce0d232c26d4d47c8b5cf4ed7b562b5db39fa199c5",
+                "sha256:fa2ba70284fa42c2a5ecb35e322e68823288a4251f9ba9cc77be04ae15eada68",
+                "sha256:fba85b6cd9c39be262fcd23865652920832b61583de2a2ca907dbd8e8a8c81e5"
+            ],
+            "version": "==6.1"
         },
         "tqdm": {
             "hashes": [
-                "sha256:0a860bf2683fdbb4812fe539a6c22ea3f1777843ea985cb8c3807db448a0f7ab",
-                "sha256:e288416eecd4df19d12407d0c913cbf77aa8009d7fddb18f632aded3bdbdda6b"
+                "sha256:736524215c690621b06fc89d0310a49822d75e599fcd0feb7cc742b98d692493",
+                "sha256:cd5791b5d7c3f2f1819efc81d36eb719a38e0906a7380365c556779f585ea042"
             ],
-            "version": "==4.32.1"
+            "version": "==4.61.0"
         },
         "traitlets": {
             "hashes": [
-                "sha256:9c4bd2d267b7153df9152698efb1050a5d84982d3384a37b2c1f7723ba3e7835",
-                "sha256:c6cb5e6f57c5a9bdaa40fa71ce7b4af30298fbab9ece9815b5d995ab6217c7d9"
+                "sha256:178f4ce988f69189f7e523337a3e11d91c786ded9360174a3d9ca83e79bc5396",
+                "sha256:69ff3f9d5351f31a7ad80443c2674b7099df13cc41fc5fa6e2f6d3b0330b0426"
+            ],
+            "version": "==5.0.5"
+        },
+        "typer": {
+            "hashes": [
+                "sha256:5455d750122cff96745b0dec87368f56d023725a7ebc9d2e54dd23dc86816303",
+                "sha256:ba58b920ce851b12a2d790143009fa00ac1d05b3ff3257061ff69dbdfc3d161b"
             ],
-            "version": "==4.3.2"
+            "version": "==0.3.2"
+        },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:0ac0f89795dd19de6b97debb0c6af1c70987fd80a2d62d1958f7e56fcc31b497",
+                "sha256:50b6f157849174217d0656f99dc82fe932884fb250826c18350e159ec6cdf342",
+                "sha256:779383f6086d90c99ae41cf0ff39aac8a7937a9283ce0a414e5dd782f4c94a84"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==3.10.0.0"
         },
         "urllib3": {
             "hashes": [
-                "sha256:b246607a25ac80bedac05c6f282e3cdaf3afb65420fd024ac94435cabe6e18d1",
-                "sha256:dbe59173209418ae49d485b87d1681aefa36252ee85884c31346debd19463232"
+                "sha256:753a0374df26658f99d826cfe40394a686d05985786d946fbe4165b5148f5a7c",
+                "sha256:a7acd0977125325f516bda9735fa7142b909a8d01e8b2e4c8108d0984e6e0098"
             ],
             "index": "pypi",
-            "version": "==1.25.3"
+            "version": "==1.26.5"
         },
         "wasabi": {
             "hashes": [
-                "sha256:b4fbee9dd0c8f5cff6554c0463c565e2d52b7c844d7eccb477d29a6ff8567750",
-                "sha256:f92c83e728bf1db6dc859ffc861afa328d2da8ef0c7a19300e5fb1bd5762b277"
+                "sha256:a493e09d86109ec6d9e70d040472f9facc44634d4ae6327182f94091ca73a490",
+                "sha256:b4a36aaa9ca3a151f0c558f269d442afbb3526f0160fd541acd8a0d5e5712054"
             ],
-            "version": "==0.2.2"
+            "version": "==0.8.2"
         },
         "wcwidth": {
             "hashes": [
-                "sha256:3df37372226d6e63e1b1e1eda15c594bca98a22d33a23832a90998faa96bc65e",
-                "sha256:f4ebe71925af7b40a864553f761ed559b43544f8f71746c2d756c7fe788ade7c"
+                "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784",
+                "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"
             ],
-            "version": "==0.1.7"
+            "version": "==0.2.5"
         },
         "webencodings": {
             "hashes": [
@@ -625,6 +779,14 @@
                 "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"
             ],
             "version": "==0.5.1"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:3607921face881ba3e026887d8150cca609d517579abe052ac81fc5aeffdbd76",
+                "sha256:51cb66cc54621609dd593d1787f286ee42a5c0adbb4b29abea5a63edc3e03098"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==3.4.1"
         }
     },
     "develop": {}
diff --git a/requirements.txt b/requirements.txt
index 93ec69d..4235199 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,60 +1,70 @@
--i https://pypi.org/simple
-appnope==0.1.0 ; sys_platform == 'darwin'
-attrs==19.1.0
-backcall==0.1.0
-beautifulsoup4==4.7.1
-blis==0.2.4
+-i https://pypi.org/simple/
+backcall==0.2.0
+beautifulsoup4==4.9.3
+blis==0.7.4
 bs4==0.0.1
-cachetools==3.1.1
-certifi==2019.3.9
-chardet==3.0.4
-cymem==2.0.2
-cytoolz==0.9.0.1
-decorator==4.4.0
+cachetools==4.2.2
+catalogue==2.0.4
+certifi==2021.5.30
+chardet==4.0.0
+click==7.1.2
+cymem==2.0.5
+cytoolz==0.11.0
+decorator==4.4.2
 html5lib==1.0.1
-idna==2.8
+idna==2.10
 ipykernel==5.1.1
 ipython-genutils==0.2.0
-ipython==7.5.0
-jedi==0.13.3
-joblib==0.13.2
-jsonschema==3.0.1
-jupyter-client==5.2.4
-jupyter-core==4.4.0
+ipython==7.24.0
+jedi==0.18.0
+jinja2==3.0.1
+joblib==1.0.1
+jupyter-client==6.2.0
+jupyter-core==4.7.1
+markupsafe==2.0.1
+matplotlib-inline==0.1.2
 mistune==0.8.4
-murmurhash==1.0.2
-networkx==2.3
-numpy==1.16.4
-parso==0.4.0
-pexpect==4.7.0 ; sys_platform != 'win32'
+murmurhash==1.0.5
+nest-asyncio==1.5.1
+networkx==2.5.1
+numpy==1.20.3
+packaging==20.9
+parso==0.8.2
+pathy==0.5.2
+pexpect==4.8.0 ; sys_platform != 'win32'
 pickleshare==0.7.5
-plac==0.9.6
-preshed==2.0.1
-prompt-toolkit==2.0.9
-ptyprocess==0.6.0
+preshed==3.0.5
+prompt-toolkit==3.0.18
+ptyprocess==0.7.0
+pydantic==1.7.4
 pyemd==0.5.1
-pygments==2.4.2
-pyphen==0.9.5
-pyrsistent==0.15.2
-python-dateutil==2.8.0
-python-levenshtein==0.12.0
-pyzmq==18.0.1
+pygments==2.9.0
+pyparsing==2.4.7
+pyphen==0.10.0
+python-dateutil==2.8.1
+python-levenshtein==0.12.2
+pyzmq==22.1.0
 regex==2019.6.8
-requests==2.22.0
-scikit-learn==0.20.3
-scipy==1.3.0
-six==1.12.0
-soupsieve==1.9.1
-spacy==2.1.4
-srsly==0.0.7
+requests==2.25.1
+scikit-learn==0.20.4
+scipy==1.6.3
+six==1.16.0
+smart-open==3.0.0
+soupsieve==2.2.1 ; python_version >= '3.0'
+spacy-legacy==3.0.5
+spacy==3.0.6
+srsly==2.4.1
 textacy==0.7.0
-thinc==7.0.4
+thinc==8.0.3
 timeout-decorator==0.4.1
-toolz==0.9.0
-tornado==6.0.2
-tqdm==4.32.1
-traitlets==4.3.2
-urllib3==1.25.3
-wasabi==0.2.2
-wcwidth==0.1.7
+toolz==0.11.1
+tornado==6.1
+tqdm==4.61.0
+traitlets==5.0.5
+typer==0.3.2
+typing-extensions==3.10.0.0 ; python_version < '3.8'
+urllib3==1.26.5
+wasabi==0.8.2
+wcwidth==0.2.5
 webencodings==0.5.1
+zipp==3.4.1 ; python_version < '3.8'