diff --git a/Pipfile.lock b/Pipfile.lock
index 06f82c0..ed0a478 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -16,87 +16,96 @@
         ]
     },
     "default": {
+        "aiohappyeyeballs": {
+            "hashes": [
+                "sha256:4d6dea59215537dbc746e93e779caea8178c866856a721c9c660d7a5a7b8be03",
+                "sha256:6fa48b9f1317254f122a07a131a86b71ca6946ca989ce6326fff54a99a920105"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==2.3.5"
+        },
         "aiohttp": {
             "hashes": [
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-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==3.9.5"
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+                "sha256:fc61f39b534c5d5903490478a0dd349df397d2284a939aa3cbaa2fb7a19b8397"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==3.10.2"
         },
         "aiosignal": {
             "hashes": [
@@ -108,11 +117,11 @@
         },
         "altair": {
             "hashes": [
-                "sha256:5a268b1a0983b23d8f9129f819f956174aa7aea2719ed55a52eba9979b9f6675",
-                "sha256:7084a1dab4d83c5e7e5246b92dc1b4451a6c68fd057f3716ee9d315c8980e59a"
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+                "sha256:86be974867007cfdf5c92d6f89926535546a4d00e0ea6c1745ef4d5937aad9df"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==5.3.0"
+            "version": "==5.4.0"
         },
         "annotated-types": {
             "hashes": [
@@ -140,11 +149,11 @@
         },
         "attrs": {
             "hashes": [
-                "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30",
-                "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"
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+                "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==23.2.0"
+            "version": "==24.2.0"
         },
         "beautifulsoup4": {
             "hashes": [
@@ -201,11 +210,11 @@
         },
         "cachetools": {
             "hashes": [
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-                "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"
+                "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474",
+                "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"
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             "markers": "python_version >= '3.7'",
-            "version": "==5.3.3"
+            "version": "==5.4.0"
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         "certifi": {
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@@ -797,7 +806,7 @@
                 "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369",
                 "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"
             ],
-            "markers": "python_version >= '3.7'",
+            "markers": "python_version >= '3.7' and sys_platform != 'darwin'",
             "version": "==3.1.4"
         },
         "joblib": {
@@ -810,11 +819,11 @@
         },
         "jsonschema": {
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-                "sha256:5b22d434a45935119af990552c862e5d6d564e8f6601206b305a61fdf661a2b7",
-                "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"
+                "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4",
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             "markers": "python_version >= '3.8'",
-            "version": "==4.22.0"
+            "version": "==4.23.0"
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             "hashes": [
@@ -1536,6 +1545,14 @@
             "markers": "python_version >= '3.5'",
             "version": "==1.0.0"
         },
+        "narwhals": {
+            "hashes": [
+                "sha256:b8a0f191d5e94927cbbeb52dc3546272e59511f5c0e0733a2dd8e448933f193f",
+                "sha256:e30408c88c401de3c65a98edd7a444e181adfe7dec715cd9aa2899cc118e98a1"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.3.0"
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                 "sha256:4b3f1b7dba531e498449c4db4f53da339c91d449dc11e9af3a43b4eb5c5abb09",
@@ -1586,11 +1603,12 @@
         },
         "nltk": {
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-            "markers": "python_version >= '3.7'",
-            "version": "==3.8.1"
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==3.8.2"
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         "numpy": {
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@@ -1930,62 +1948,62 @@
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         "protobuf": {
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@@ -2370,88 +2388,88 @@
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@@ -2994,11 +3016,11 @@
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@@ -3247,11 +3269,11 @@
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@@ -3341,41 +3363,44 @@
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