Datasets:
Upload speeddating.py
Browse files- speeddating.py +6 -6
speeddating.py
CHANGED
@@ -208,17 +208,17 @@ class Speeddating(datasets.GeneratorBasedBuilder):
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def preprocess(self, data: pandas.DataFrame, config: str = "dating") -> pandas.DataFrame:
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data.loc[data.race == "?", "race"] = "unknown"
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data.loc[data.race_o == "?", "
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data.loc[data.race == "Asian/Pacific Islander/Asian-American", "race"] = "asian"
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data.loc[data.race_o == "Asian/Pacific Islander/Asian-American", "
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data.loc[data.race == "European/Caucasian-American", "race"] = "caucasian"
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data.loc[data.race_o == "European/Caucasian-American", "
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data.loc[data.race == "Other", "race"] = "other"
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data.loc[data.race_o == "Other", "
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data.loc[data.race == "Latino/Hispanic American", "race"] = "hispanic"
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data.loc[data.race_o == "Latino/Hispanic American", "
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data.loc[data.race == "Black/African American", "race"] = "african-american"
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data.loc[data.race_o == "Black/African American", "
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sex_transform = partial(self.encoding_dics, "sex")
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data.loc[:, "gender"] = data.gender.apply(sex_transform)
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def preprocess(self, data: pandas.DataFrame, config: str = "dating") -> pandas.DataFrame:
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data.loc[data.race == "?", "race"] = "unknown"
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data.loc[data.race_o == "?", "race_o"] = "unknown"
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data.loc[data.race == "Asian/Pacific Islander/Asian-American", "race"] = "asian"
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data.loc[data.race_o == "Asian/Pacific Islander/Asian-American", "race_o"] = "asian"
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data.loc[data.race == "European/Caucasian-American", "race"] = "caucasian"
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data.loc[data.race_o == "European/Caucasian-American", "race_o"] = "caucasian"
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data.loc[data.race == "Other", "race"] = "other"
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data.loc[data.race_o == "Other", "race_o"] = "other"
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data.loc[data.race == "Latino/Hispanic American", "race"] = "hispanic"
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data.loc[data.race_o == "Latino/Hispanic American", "race_o"] = "hispanic"
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data.loc[data.race == "Black/African American", "race"] = "african-american"
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data.loc[data.race_o == "Black/African American", "race_o"] = "african-american"
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sex_transform = partial(self.encoding_dics, "sex")
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data.loc[:, "gender"] = data.gender.apply(sex_transform)
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