Created
September 28, 2018 23:40
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def get_data(): | |
#get train data | |
train_data_path ='train.csv' | |
train = pd.read_csv(train_data_path) | |
#get test data | |
test_data_path ='test.csv' | |
test = pd.read_csv(test_data_path) | |
return train , test | |
def get_combined_data(): | |
#reading train data | |
train , test = get_data() | |
target = train.SalePrice | |
train.drop(['SalePrice'],axis = 1 , inplace = True) | |
combined = train.append(test) | |
combined.reset_index(inplace=True) | |
combined.drop(['index', 'Id'], inplace=True, axis=1) | |
return combined, target | |
#Load train and test data into pandas DataFrames | |
train_data, test_data = get_data() | |
#Combine train and test data to process them together | |
combined, target = get_combined_data() |
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