diff --git a/Pipfile.lock b/Pipfile.lock
index b3baf3b..78e59ad 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -16,18 +16,19 @@
     "default": {
         "click": {
             "hashes": [
-                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
-                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
+                "sha256:24e1a4a9ec5bf6299411369b208c1df2188d9eb8d916302fe6bf03faed227f1e",
+                "sha256:479707fe14d9ec9a0757618b7a100a0ae4c4e236fac5b7f80ca68028141a1a72"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==7.1.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==8.1.2"
         },
         "cycler": {
             "hashes": [
-                "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d",
-                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+                "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3",
+                "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"
             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
         },
         "gensim": {
             "hashes": [
@@ -51,49 +52,60 @@
         },
         "joblib": {
             "hashes": [
-                "sha256:9c17567692206d2f3fb9ecf5e991084254fe631665c450b443761c4186a613f7",
-                "sha256:feeb1ec69c4d45129954f1b7034954241eedfd6ba39b5e9e4b6883be3332d5e5"
+                "sha256:4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35",
+                "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==1.0.1"
+            "version": "==1.1.0"
         },
         "kiwisolver": {
             "hashes": [
-                "sha256:0cd53f403202159b44528498de18f9285b04482bab2a6fc3f5dd8dbb9352e30d",
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             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==1.3.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==1.4.2"
         },
         "matplotlib": {
             "hashes": [
@@ -134,170 +146,186 @@
         },
         "numpy": {
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@@ -308,23 +336,19 @@
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+            "version": "==4.64.0"
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     "develop": {
@@ -337,73 +361,76 @@
         },
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@@ -421,60 +448,73 @@
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@@ -558,12 +587,63 @@
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@@ -589,11 +669,25 @@
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@@ -613,35 +707,35 @@
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@@ -854,19 +960,19 @@
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@@ -878,19 +984,19 @@
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@@ -902,33 +1008,35 @@
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@@ -955,10 +1063,10 @@
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@@ -970,18 +1078,57 @@
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@@ -991,13 +1138,20 @@
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@@ -1040,10 +1194,11 @@
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+            "version": "==2022.3"
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@@ -1055,18 +1210,38 @@
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+            "markers": "python_version >= '3.6'",
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@@ -1110,11 +1285,11 @@
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+                "sha256:f20eaadfdb517eaca5ce077640cb261c7d2698385a6a0f072a4a5447fd49fa08"
             ],
-            "version": "==1.5.0"
+            "version": "==1.8.0"
+        },
+        "setuptools": {
+            "hashes": [
+                "sha256:7999cbd87f1b6e1f33bf47efa368b224bed5e27b5ef2c4d46580186cbcb1a86a",
+                "sha256:a65e3802053e99fc64c6b3b29c11132943d5b8c8facbcc461157511546510967"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==62.0.0"
         },
         "six": {
             "hashes": [
-                "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259",
-                "sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced"
+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
+                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
-            "version": "==1.15.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.16.0"
         },
         "sniffer": {
             "hashes": [
@@ -1245,10 +1453,10 @@
         },
         "snowballstemmer": {
             "hashes": [
-                "sha256:b51b447bea85f9968c13b650126a888aabd4cb4463fca868ec596826325dedc2",
-                "sha256:e997baa4f2e9139951b6f4c631bad912dfd3c792467e2f03d7239464af90e914"
+                "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1",
+                "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"
             ],
-            "version": "==2.1.0"
+            "version": "==2.2.0"
         },
         "sphinx": {
             "hashes": [
@@ -1276,11 +1484,11 @@
         },
         "sphinxcontrib-htmlhelp": {
             "hashes": [
-                "sha256:3c0bc24a2c41e340ac37c85ced6dafc879ab485c095b1d65d2461ac2f7cca86f",
-                "sha256:e8f5bb7e31b2dbb25b9cc435c8ab7a79787ebf7f906155729338f3156d93659b"
+                "sha256:d412243dfb797ae3ec2b59eca0e52dac12e75a241bf0e4eb861e450d06c6ed07",
+                "sha256:f5f8bb2d0d629f398bf47d0d69c07bc13b65f75a81ad9e2f71a63d4b7a2f6db2"
             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==1.0.3"
+            "markers": "python_version >= '3.6'",
+            "version": "==2.0.0"
         },
         "sphinxcontrib-jsmath": {
             "hashes": [
@@ -1300,33 +1508,41 @@
         },
         "sphinxcontrib-serializinghtml": {
             "hashes": [
-                "sha256:eaa0eccc86e982a9b939b2b82d12cc5d013385ba5eadcc7e4fed23f4405f77bc",
-                "sha256:f242a81d423f59617a8e5cf16f5d4d74e28ee9a66f9e5b637a18082991db5a9a"
+                "sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd",
+                "sha256:aa5f6de5dfdf809ef505c4895e51ef5c9eac17d0f287933eb49ec495280b6952"
             ],
             "markers": "python_version >= '3.5'",
-            "version": "==1.1.4"
+            "version": "==1.1.5"
+        },
+        "stack-data": {
+            "hashes": [
+                "sha256:45692d41bd633a9503a5195552df22b583caf16f0b27c4e58c98d88c8b648e12",
+                "sha256:999762f9c3132308789affa03e9271bbbe947bf78311851f4d485d8402ed858e"
+            ],
+            "version": "==0.2.0"
         },
         "terminado": {
             "hashes": [
-                "sha256:9a7dbcfbc2778830eeb70261bf7aa9d98a3eac8631a3afe3febeb57c12f798be",
-                "sha256:daed77f9fad7b32558fa84b226a76f45a02242c20813502f36c4e1ade6d8f1ad"
+                "sha256:874d4ea3183536c1782d13c7c91342ef0cf4e5ee1d53633029cbc972c8760bd8",
+                "sha256:94d1cfab63525993f7d5c9b469a50a18d0cdf39435b59785715539dd41e36c0d"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==0.9.4"
+            "markers": "python_version >= '3.7'",
+            "version": "==0.13.3"
         },
         "testpath": {
             "hashes": [
-                "sha256:60e0a3261c149755f4399a1fff7d37523179a70fdc3abdf78de9fc2604aeec7e",
-                "sha256:bfcf9411ef4bf3db7579063e0546938b1edda3d69f4e1fb8756991f5951f85d4"
+                "sha256:2f1b97e6442c02681ebe01bd84f531028a7caea1af3825000f52345c30285e0f",
+                "sha256:8ada9f80a2ac6fb0391aa7cdb1a7d11cfa8429f693eda83f74dde570fe6fa639"
             ],
-            "version": "==0.4.4"
+            "markers": "python_version >= '3.5'",
+            "version": "==0.6.0"
         },
         "toml": {
             "hashes": [
                 "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b",
                 "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.2"
         },
         "tornado": {
@@ -1378,19 +1594,19 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:9fdf349068d047d4cfbe24862c425883af1db29bcddf4b0eeb2524f6fbdb23c7",
-                "sha256:d666ae29164da3e517fcf125e41d4fe96e5bb375cd87ff9763f6b38b5592fe33"
+                "sha256:40be55d30e200777a307a7585aee69e4eabb46b4ec6a4b4a5f2d9f11e7d5408d",
+                "sha256:74a2cdefe14d11442cedf3ba4e21a3b84ff9a2dbdc6cfae2c34addb2a14a5ea6"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==4.59.0"
+            "version": "==4.64.0"
         },
         "traitlets": {
             "hashes": [
-                "sha256:178f4ce988f69189f7e523337a3e11d91c786ded9360174a3d9ca83e79bc5396",
-                "sha256:69ff3f9d5351f31a7ad80443c2674b7099df13cc41fc5fa6e2f6d3b0330b0426"
+                "sha256:059f456c5a7c1c82b98c2e8c799f39c9b8128f6d0d46941ee118daace9eb70c7",
+                "sha256:2d313cc50a42cd6c277e7d7dc8d4d7fedd06a2c215f78766ae7b1a66277e0033"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==5.0.5"
+            "version": "==5.1.1"
         },
         "twine": {
             "hashes": [
@@ -1402,11 +1618,11 @@
         },
         "urllib3": {
             "hashes": [
-                "sha256:2f4da4594db7e1e110a944bb1b551fdf4e6c136ad42e4234131391e21eb5b0df",
-                "sha256:e7b021f7241115872f92f43c6508082facffbd1c048e3c6e2bb9c2a157e28937"
+                "sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14",
+                "sha256:aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'",
-            "version": "==1.26.4"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4.0'",
+            "version": "==1.26.9"
         },
         "wcwidth": {
             "hashes": [
@@ -1432,10 +1648,10 @@
         },
         "widgetsnbextension": {
             "hashes": [
-                "sha256:079f87d87270bce047512400efd70238820751a11d2d8cb137a5a5bdbaf255c7",
-                "sha256:bd314f8ceb488571a5ffea6cc5b9fc6cba0adaf88a9d2386b93a489751938bcd"
+                "sha256:4fd321cad39fdcf8a8e248a657202d42917ada8e8ed5dd3f60f073e0d54ceabd",
+                "sha256:e84a7a9fcb9baf3d57106e184a7389a8f8eb935bf741a5eb9d60aa18cc029a80"
             ],
-            "version": "==3.5.1"
+            "version": "==3.6.0"
         },
         "wrapt": {
             "hashes": [
@@ -1444,8 +1660,12 @@
             "version": "==1.12.1"
         },
         "zipp": {
-            "editable": true,
-            "path": "."
+            "hashes": [
+                "sha256:56bf8aadb83c24db6c4b577e13de374ccfb67da2078beba1d037c17980bf43ad",
+                "sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099"
+            ],
+            "index": "pypi",
+            "version": "==3.8.0"
         }
     }
 }