pandas

hatebr.py

@@ -1,7 +1,7 @@
 """HateBR dataset"""
 
 import datasets
-import csv
+import pandas as pd
 
 _CITATION = """
 @inproceedings{vargas2022hatebr,
@@ -46,13 +46,6 @@ class Boun(datasets.GeneratorBasedBuilder):
         ]
 
     def _generate_examples(self, filepath):
-        with open(filepath, 'r') as file:
-            my_reader = csv.reader(file, delimiter=',')
-            for idx, row in enumerate(my_reader):
-                if idx:
-                    yield idx, {
-                        "instagram_comments": row[0],
-                        "offensive_language": row[1],
-                        "offensiveness_levels": row[2],
-                        "hate_speech": row[3]
-                    }
+        records = pd.read_csv(filepath).to_dict("records")
+        for idx, row in enumerate(records):
+            yield idx, row