Upload speeddating.py

speeddating.py

@@ -213,11 +213,11 @@ class Speeddating(datasets.GeneratorBasedBuilder):
         data.loc[data.race == "Other", "race"] = "other"
         data.loc[data.race == "Latino/Hispanic American", "race"] = "hispanic"
         data.loc[data.race == "Black/African American", "race"] = "african-american"
-        
-        sex_transform = partial(self.encoding_dics, "sex")
-        data.loc[:, "gender"] = data.gender.apply(sex_transform)
+
+        # sex_transform = partial(self.encoding_dics, "sex")
+        # data.loc[:, "gender"] = data.gender.apply(sex_transform)
         data = data.rename(columns={"gender": "sex"})
-        
+
         data.drop("has_null", axis="columns", inplace=True)
         data.drop("field", axis="columns", inplace=True)
         data.drop("wave", axis="columns", inplace=True)
@@ -280,10 +280,12 @@ class Speeddating(datasets.GeneratorBasedBuilder):
         data.drop("Unnamed: 123", axis="columns", inplace=True)
 
         data = data[data.age != "?"]
+        data = data[data.age_o != "?"]
         data = data[data.importance_same_race != "?"]
         data = data[data.pref_o_attractive != "?"]
         data = data[data.pref_o_sincere != "?"]
         data = data[data.interests_correlate != "?"]
+        data = data[data.interests_correlate != "?"]
         
         print(data.dtypes)
         data.columns = _BASE_FEATURE_NAMES