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- visibility_avg = data.pivot_table(values='Item_Visibility',
- index='Item_Identifier')
- miss_bool = (data['Item_Visibility'] == 0)
- data.loc[miss_bool,'Item_Visibility'] = data.loc[miss_bool,'Item_Identifier'].apply(lambda x: visibility_avg[x])
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