checking nan for colab

Pill_Ideologies-Post_Titles.py

@@ -169,38 +169,39 @@ class SubRedditPosts(datasets.GeneratorBasedBuilder):
         data.fillna("NAN -Nothing found", inplace=True)
 
         # make splits
-        train, test = train_test_split(
-            data, test_size=0.10, stratify=data["subreddit"], random_state=80
-        )
-        train, val = train_test_split(
-            train, test_size=0.20, stratify=train["subreddit"], random_state=42
-        )
+        # train, test = train_test_split(
+        #     data, test_size=0.10, stratify=data["subreddit"], random_state=42
+        # )
+        # train, val = train_test_split(
+        #     train, test_size=0.20, stratify=train["subreddit"], random_state=42
+        # )
 
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filepath": train,
+                    # "filepath": train,
+                    "filepath": data,
                     "split": "train",
                 },
             ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={
-                    "filepath": val,
-                    "split": "dev",
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={
-                    "filepath": test,
-                    "split": "test",
-                },
-            ),
+            # datasets.SplitGenerator(
+            #     name=datasets.Split.VALIDATION,
+            #     # These kwargs will be passed to _generate_examples
+            #     gen_kwargs={
+            #         "filepath": val,
+            #         "split": "dev",
+            #     },
+            # ),
+            # datasets.SplitGenerator(
+            #     name=datasets.Split.TEST,
+            #     # These kwargs will be passed to _generate_examples
+            #     gen_kwargs={
+            #         "filepath": test,
+            #         "split": "test",
+            #     },
+            # ),
         ]
 
     # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`