Update test_dataset.py

test_dataset.py

@@ -63,17 +63,17 @@ class NewDataset(datasets.GeneratorBasedBuilder):
             description=_DESCRIPTION,
             features=datasets.Features(
                 {
-                    "year": datasets.Value("int32"),
-                    "locationabbr": datasets.Value("string"),
-                    "locationdesc": datasets.Value("string"),
-                    "geolocation": datasets.Features({"latitude": datasets.Value("float32"), "longitude": datasets.Value("float32")}),
-                    "disease_type": datasets.Value("int32"),
-                    "data_value_type": datasets.Value("int32"),
-                    "data_value": datasets.Value("float32"),
-                    "break_out_category": datasets.Value("string"),
-                    "break_out_details": datasets.Value("string"),
-                    "break_out_type": datasets.Value("int32"),
-                    "life_expectancy": datasets.Value("float32")
+                    "Year": datasets.Value("int32"),
+                    "LocationAbbr": datasets.Value("string"),
+                    "LocationDesc": datasets.Value("string"),
+                    "Geolocation": datasets.Features({"latitude": datasets.Value("float32"), "longitude": datasets.Value("float32")}),
+                    "Disease_Type": datasets.Value("int32"),
+                    "Data_Value_Type": datasets.Value("int32"),
+                    "Data_Value": datasets.Value("float32"),
+                    "Break_Out_Category": datasets.Value("string"),
+                    "Break_Out_Details": datasets.Value("string"),
+                    "Break_Out_Type": datasets.Value("int32"),
+                    "Life_Expectancy": datasets.Value("float32")
                     # These are the features of your dataset like images, labels ...
                 }
             ), 
@@ -101,20 +101,20 @@ class NewDataset(datasets.GeneratorBasedBuilder):
             reader = csv.DictReader(f)  
             for key, row in enumerate(reader):
                 yield key, {
-                    "year": int(row["Year"]),
-                    "location_abbr": row["LocationAbbr"],
-                    "location_desc": row["LocationDesc"],
-                    "geolocation": {
+                    "Year": int(row["Year"]),
+                    "Location_Abbr": row["LocationAbbr"],
+                    "Location_Desc": row["LocationDesc"],
+                    "Geolocation": {
                         "latitude": float(row["latitude"]),
                         "longitude": float(row["longitude"])
                     },
-                    "disease_type": int(row["Disease_Type"]),
-                    "data_value_type": int(row["Data_Value_Type"]),
-                    "data_value": float(row["Data_Value"]),
-                    "break_out_category": row["Break_Out_Category"],
-                    "break_out_details": row["Break_Out_Details"],
-                    "break_out_type": int(row["Break_Out_Type"]),
-                    "life_expectancy": float(row["Life_Expectancy"]) if row["Life_Expectancy"] else None
+                    "Disease_Type": int(row["Disease_Type"]),
+                    "Data_Value_Type": int(row["Data_Value_Type"]),
+                    "Data_Value": float(row["Data_Value"]),
+                    "Break_Out_Category": row["Break_Out_Category"],
+                    "Break_Out_Details": row["Break_Out_Details"],
+                    "Break_Out_Type": int(row["Break_Out_Type"]),
+                    "Life_Expectancy": float(row["Life_Expectancy"]) if row["Life_Expectancy"] else None
                 }
       
     @staticmethod