Pandas missing

Install

pip install pandas-missing

or

conda install -c jvelezmagic pandas_missing

How to use

import pandas as pd
import pandas_missing

df = pd.DataFrame.from_dict(
    {
        "number": range(0, 15)
    }
)

df.iloc[3:6, :] = None

df

<style scoped> .dataframe tbody tr th:only-of-type { vertical-align: middle; }

.dataframe tbody tr th {
    vertical-align: top;
}

.dataframe thead th {
    text-align: right;
}

</style>

	number
0	0.0
1	1.0
2	2.0
3	NaN
4	NaN
5	NaN
6	6.0
7	7.0
8	8.0
9	9.0
10	10.0
11	11.0
12	12.0
13	13.0
14	14.0

df.missing.number_missing()

3

df.missing.number_complete()

12