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AyishaR/rain_input_preprocessing.py

Created February 6, 2021 15:30
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rain_input_preprocessing.py
dummy_columns = ['Location', 'WindGustDir', 'WindDir9am', 'WindDir3pm']
for column in dummy_columns:
dummy_loc = pd.get_dummies(df[column], prefix = column, drop_first = True)
for c in dummy_loc.columns:
df[c] = dummy_loc[c]
del dummy_loc
df = df.drop(columns = dummy_columns)
df = df.drop(columns = ['RainToday', 'Date'])
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