diff --git a/Pipfile.lock b/Pipfile.lock
index b3baf3b..52fb7df 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 +52,60 @@
         },
         "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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-                "sha256:33449715e0101e4d34f64990352bce4095c8bf13bed1b390773fc0a7295967b3",
-                "sha256:401a2e9afa8588589775fe34fc22d918ae839aaaf0c0e96441c0fdbce6d8ebe6",
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+                "sha256:f4f270de01dd3e129a72efad823da90cc4d6aafb64c410c9033aba70db9f1ff0",
+                "sha256:f8ad8285b01b0d4695102546b342b493b3ccc6781fc28c8c6a1bb63e95d22f09",
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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 +146,199 @@
         },
         "numpy": {
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     "develop": {
@@ -337,73 +351,76 @@
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@@ -421,60 +438,88 @@
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@@ -589,11 +676,25 @@
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@@ -652,10 +753,10 @@
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@@ -854,43 +968,43 @@
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@@ -910,25 +1024,27 @@
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@@ -955,10 +1071,11 @@
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@@ -970,18 +1087,57 @@
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@@ -991,13 +1147,20 @@
             "markers": "os_name != 'nt'",
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@@ -1055,18 +1219,38 @@
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+            "markers": "python_version >= '3.7'",
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@@ -1215,25 +1425,42 @@
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@@ -1245,10 +1472,10 @@
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@@ -1276,11 +1503,11 @@
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@@ -1300,97 +1527,75 @@
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@@ -1402,11 +1607,11 @@
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@@ -1432,10 +1637,10 @@
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@@ -1444,8 +1649,12 @@
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+            "hashes": [
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 }