PYTHON

find percentage of missing values in a column in python

features_with_na=[features for features in dataset.columns if dataset[features].isnull().sum()>0]
for feature in features_with_na:
  print(feature, np.round(dataset[feature].isnull().mean(),4), ' %missing values')

Number of missing values per column

country                   14
year                       0
uniqueid                   0
Has a Bank account        36
Type of Location          15
Cell Phone Access         11
household_size            28
Respondent Age            34
gender_of_respondent      34
The relathip with head     4
marital_status            32
Level of Educuation       29
Type of Job               30
dtype: int64