diff --git a/Pipfile.lock b/Pipfile.lock
index b3baf3b..56e9ecf 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -16,18 +16,19 @@
     "default": {
         "click": {
             "hashes": [
-                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
-                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
+                "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
+                "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
             ],
-            "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": "==8.1.3"
         },
         "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 +52,85 @@
         },
         "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": [
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-                "sha256:50af681a36b2a1dee1d3c169ade9fdc59207d3c31e522519181e12f1b3ba7000",
-                "sha256:563c649cfdef27d081c84e72a03b48ea9408c16657500c312575ae9d9f7bc1c3",
-                "sha256:5989db3b3b34b76c09253deeaf7fbc2707616f130e166996606c284395da3f18",
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-                "sha256:72c99e39d005b793fb7d3d4e660aed6b6281b502e8c1eaf8ee8346023c8e03bc",
-                "sha256:78751b33595f7f9511952e7e60ce858c6d64db2e062afb325985ddbd34b5c131",
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             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==1.3.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==1.4.4"
         },
         "matplotlib": {
             "hashes": [
@@ -134,197 +171,205 @@
         },
         "numpy": {
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@@ -337,73 +382,76 @@
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@@ -419,62 +467,98 @@
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@@ -558,12 +640,65 @@
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@@ -589,11 +724,25 @@
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@@ -613,35 +762,35 @@
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@@ -652,10 +801,11 @@
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@@ -667,26 +817,35 @@
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@@ -699,144 +858,224 @@
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@@ -854,43 +1093,43 @@
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@@ -910,25 +1149,27 @@
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@@ -955,10 +1196,11 @@
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@@ -970,18 +1212,57 @@
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@@ -991,13 +1272,20 @@
             "markers": "os_name != 'nt'",
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@@ -1009,11 +1297,11 @@
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@@ -1040,10 +1328,11 @@
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@@ -1055,18 +1344,38 @@
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+            "version": "==65.2.0"
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         "six": {
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+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
+                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
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-            "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"
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         "sniffer": {
             "hashes": [
@@ -1245,10 +1613,18 @@
         },
         "snowballstemmer": {
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-                "sha256:e997baa4f2e9139951b6f4c631bad912dfd3c792467e2f03d7239464af90e914"
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+            ],
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+            "markers": "python_version >= '3.6'",
+            "version": "==2.3.2.post1"
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             "hashes": [
@@ -1276,11 +1652,11 @@
         },
         "sphinxcontrib-htmlhelp": {
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-            "markers": "python_version >= '3.5'",
-            "version": "==1.0.3"
+            "markers": "python_version >= '3.6'",
+            "version": "==2.0.0"
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@@ -1300,97 +1676,75 @@
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-            "version": "==1.1.4"
+            "version": "==1.1.5"
+        },
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+                "sha256:b94fed36d725cfabc6d09ed5886913e35eed9009766a1af1d5941b9da3a94aaa"
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-            "version": "==0.9.4"
+            "markers": "python_version >= '3.7'",
+            "version": "==0.15.0"
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-            "version": "==4.59.0"
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-            "version": "==5.0.5"
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@@ -1402,11 +1756,11 @@
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-            "version": "==1.26.4"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5' and python_version < '4.0'",
+            "version": "==1.26.12"
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@@ -1432,10 +1786,11 @@
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-            "version": "==3.5.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.2"
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         "wrapt": {
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@@ -1444,8 +1799,12 @@
             "version": "==1.12.1"
         },
         "zipp": {
-            "editable": true,
-            "path": "."
+            "hashes": [
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+            "version": "==3.8.1"
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     }
 }