Update Integration

Integration

@@ -1,4 +1,4 @@
-from datasets import DatasetBuilder, DatasetInfo, Features, Value, SplitGenerator
+from datasets import Dataset, DatasetBuilder, DatasetInfo, Features, Value, SplitGenerator
 import pandas as pd
 
 class Euro2020Dataset(DatasetBuilder):
@@ -107,9 +107,9 @@ class Euro2020Dataset(DatasetBuilder):
 
     def _split_generators(self, dl_manager):
         # Since the final processed dataset is a single CSV file that combines the content from numerous rows to only 51 rows,
-        # with each row representing the information of each game, I wil just use a single 'train' split and no need for test / validation.
+        # with each row representing the information of each game, I will just use a single 'train' split and no need for test / validation.
         
-        Euro2020_df = pd.read_csv("/Users/chuhanguo/Desktop/Winter 2024/STA 663/Euro2020.csv")
+        Euro2020_df = Dataset.from_csv("/Users/chuhanguo/Desktop/Winter 2024/STA 663/Euro2020.csv")
         train_path = "ForzaJuve1/UEFA_Euro_2020_Data/Euro2020.csv"
         Euro2020_df.to_csv(train_path, index = False)