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GharamElhendy
GharamElhendy

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Data Wrangling Techniques

To drop certain irrelevant columns when analyzing a dataset

df.drop(['ColumnX', 'ColumnY', 'ColumnZ'], axis=1, inplace=True)
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To count the number of values in a column

df['Column_name'].value_counts()
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To change the value to numeric

df['Column_name'] = pd.to_numeric(df['Column_name'])
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To replace certain values in a column to other values of choice

df['Column_name'] = df['Column_name'].replace(['Initial_value'], 'New_value')
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