diff --git a/notebooks/eda.ipynb b/notebooks/eda.ipynb
index f26ac7a..974c3c8 100644
--- a/notebooks/eda.ipynb
+++ b/notebooks/eda.ipynb
@@ -28,7 +28,7 @@
     "importlib.reload(misc)\n",
     "from misc import load_csv_dataset\n",
     "\n",
-    "data = load_csv_dataset(\"name_dataset.csv\")\n",
+    "data = load_csv_dataset(\"names.csv\")\n",
     "df = pd.DataFrame(data)"
    ]
   },
diff --git a/requirements.txt b/requirements.txt
index 5286ed5..dcfebd1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,23 +1,11 @@
-contourpy==1.3.2
-cycler==0.12.1
-fonttools==4.58.4
-kiwisolver==1.4.8
-matplotlib==3.10.3
-numpy==2.3.0
-packaging==25.0
-pandas==2.3.0
-pillow==11.2.1
-pyparsing==3.2.3
-python-dateutil==2.9.0.post0
-pytz==2025.2
-seaborn==0.13.2
-six==1.17.0
-tzdata==2025.2
 absl-py==2.3.0
 astunparse==1.6.3
 certifi==2025.6.15
 charset-normalizer==3.4.2
+contourpy==1.3.2
+cycler==0.12.1
 flatbuffers==25.2.10
+fonttools==4.58.4
 gast==0.6.0
 google-pasta==0.2.0
 grpcio==1.73.0
@@ -25,10 +13,12 @@ h5py==3.14.0
 idna==3.10
 joblib==1.5.1
 keras==3.10.0
+kiwisolver==1.4.8
 libclang==18.1.1
 Markdown==3.8.2
 markdown-it-py==3.0.0
 MarkupSafe==3.0.2
+matplotlib==3.10.3
 mdurl==0.1.2
 ml-dtypes==0.3.2
 namex==0.1.0
@@ -37,14 +27,17 @@ opt_einsum==3.4.0
 optree==0.16.0
 packaging==25.0
 pandas==2.3.0
+pillow==11.2.1
 protobuf==4.25.8
 Pygments==2.19.1
+pyparsing==3.2.3
 python-dateutil==2.9.0.post0
 pytz==2025.2
 requests==2.32.4
 rich==14.0.0
 scikit-learn==1.7.0
 scipy==1.15.3
+seaborn==0.13.2
 six==1.17.0
 tensorboard==2.16.2
 tensorboard-data-server==0.7.2
@@ -52,6 +45,7 @@ tensorflow==2.16.2
 tensorflow-io-gcs-filesystem==0.37.1
 termcolor==3.1.0
 threadpoolctl==3.6.0
+tqdm==4.67.1
 typing_extensions==4.14.0
 tzdata==2025.2
 urllib3==2.5.0