diff --git a/nlp/Pipfile.lock b/nlp/Pipfile.lock
index 25cbdf7..088a6ca 100644
--- a/nlp/Pipfile.lock
+++ b/nlp/Pipfile.lock
@@ -25,85 +25,105 @@
         },
         "numpy": {
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-            "version": "==2.8.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==2.10.0"
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     "develop": {
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@@ -112,103 +132,122 @@
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@@ -220,27 +259,49 @@
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@@ -251,34 +312,35 @@
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@@ -420,51 +530,51 @@
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@@ -476,11 +586,11 @@
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@@ -497,21 +607,67 @@
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@@ -521,56 +677,63 @@
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+                "sha256:d85f1b121f24a41ad26c55c446e66abdb7c528839f8c4f11f156ec4541903914"
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-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
-            "version": "==1.11.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.2.0"
         },
         "send2trash": {
             "hashes": [
@@ -656,6 +845,14 @@
             ],
             "version": "==1.8.0"
         },
+        "setuptools": {
+            "hashes": [
+                "sha256:7f4bc85450898a09f76ebf28b72fa25bc7111f6c7d665d514a60bba9c75ef2a9",
+                "sha256:a3ca5857c89f82f5c9410e8508cb32f4872a3bafd4aa7ae122a24ca33bccc750"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==65.2.0"
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         "six": {
             "hashes": [
                 "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
@@ -664,76 +861,61 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.16.0"
         },
-        "terminado": {
+        "soupsieve": {
             "hashes": [
-                "sha256:09fdde344324a1c9c6e610ee4ca165c4bb7f5bbf982fceeeb38998a988ef8452",
-                "sha256:b20fd93cc57c1678c799799d117874367cc07a3d2d55be95205b1a88fa08393f"
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             "markers": "python_version >= '3.6'",
-            "version": "==0.12.1"
+            "version": "==2.3.2.post1"
         },
-        "testpath": {
+        "stack-data": {
             "hashes": [
-                "sha256:1acf7a0bcd3004ae8357409fc33751e16d37ccc650921da1094a86581ad1e417",
-                "sha256:8044f9a0bab6567fc644a3593164e872543bb44225b0e24846e2c89237937589"
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             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==0.5.0"
+            "version": "==0.4.0"
+        },
+        "terminado": {
+            "hashes": [
+                "sha256:0d5f126fbfdb5887b25ae7d9d07b0d716b1cc0ccaacc71c1f3c14d228e065197",
+                "sha256:ab4eeedccfcc1e6134bfee86106af90852c69d602884ea3a1e8ca6d4486e9bfe"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.15.0"
+        },
+        "tinycss2": {
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+                "sha256:fe794ceaadfe3cf3e686b22155d0da5780dd0e273471a51846d0a02bc204fec8"
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+            "version": "==1.1.1"
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+                "sha256:87dcafae3e884462f90c90ecc200defe5e580a7fbbb4365eda7c7c1eb809ebc9",
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+                "sha256:b8150f721c101abdef99073bf66d3903e292d851bee51910839831caba341a75",
+                "sha256:ba09ef14ca9893954244fd872798b4ccb2367c165946ce2dd7376aebdde8e3ac",
+                "sha256:d3a2f5999215a3a06a4fc218026cd84c61b8b2b40ac5296a6db1f1451ef04c1e",
+                "sha256:e5f923aa6a47e133d1cf87d60700889d7eae68988704e20c75fb2d65677a8e4b"
             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==6.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==6.2"
         },
         "traitlets": {
             "hashes": [
-                "sha256:059f456c5a7c1c82b98c2e8c799f39c9b8128f6d0d46941ee118daace9eb70c7",
-                "sha256:2d313cc50a42cd6c277e7d7dc8d4d7fedd06a2c215f78766ae7b1a66277e0033"
+                "sha256:0bb9f1f9f017aa8ec187d8b1b2a7a6626a2a1d877116baba52a129bfa124f8e2",
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             "markers": "python_version >= '3.7'",
-            "version": "==5.1.1"
+            "version": "==5.3.0"
         },
         "wcwidth": {
             "hashes": [
@@ -751,10 +933,19 @@
         },
         "widgetsnbextension": {
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-                "sha256:763a9fdc836d141fa080005a886d63f66f73d56dba1fb5961afc239c77708569",
-                "sha256:e0731a60ba540cd19bbbefe771a9076dcd2dde90713a8f87f27f53f2d1db7727"
+                "sha256:07f0e8582f920b24316cef16490f1aeb498f2c875d48980540e5c5dbf0ff5e2d",
+                "sha256:966bd61443926b6adcc0abef9f499c48bdeda181c333b0f49842d7385d440579"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.2"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:05b45f1ee8f807d0cc928485ca40a07cb491cf092ff587c0df9cb1fd154848d2",
+                "sha256:47c40d7fe183a6f21403a199b3e4192cca5774656965b0a4988ad2f8feb5f009"
             ],
-            "version": "==3.5.2"
+            "markers": "python_version < '3.10'",
+            "version": "==3.8.1"
         }
     }
 }