CODEWITHSUNDEEP
pythonpandasdatasetfillna
melil
melil

Reputation: 81

module 'pandas' has no attribute 'fillna'

import numpy as np 
import pandas as pd

class DataProcessing:

    def __init__(self, df=None, file=None, duplicates=None, uninformative=None, mhealth_dataset=None):
        self.df = df
        self.file = file
        self.duplicates = duplicates
        self.uninformative = uninformative
        self.mhealth_dataset = mhealth_dataset

    def data(self):
        arrays = [np.loadtxt(self.file, dtype=str, delimiter="/t")]
        matrices = np.concatenate(arrays)
        self.df = np.array(list(matrices)).reshape(len(arrays), 2)
        return self.df

    def data_cleaning(self):
        # Drop and impute missing values
        df = pd.fillna(statistics.mean(self.df), inplace=True)
        return df

dp = DataProcessing()
dc = dp.data_cleaning()

Traceback error:

Traceback (most recent call last): File "C:\Users\User\PycharmProjects\algorithms\project_kmeans.py", line 46, in dc = dp.data_cleaning() File "C:\Users\User\PycharmProjects\algorithms\project_kmeans.py", line 26, in data_cleaning df = pd.fillna(statistics.mean(self.df), inplace=True) File "C:\Users\User\PycharmProjects\algorithms\venv\lib\site-packages\pandas_init_.py", line 244, in getattr raise AttributeError(f"module 'pandas' has no attribute '{name}'") AttributeError: module 'pandas' has no attribute 'fillna'

Upvotes: 1

Views: 2080

Answers (1)

Mutaz-MSFT
Mutaz-MSFT

Reputation: 806

fillna() is a method on pandas DataFrame or Series, you probably want to change data_cleaning() implementation as follows:

def data_cleaning(self):
    # Drop and impute missing values
    df = statistics.mean(self.df.fillna(...))
    return df

and specify value or method to use for filling na's in the dataframe.

Upvotes: 3

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