🐻‍❄️ Pandas

Utilities for working with Pandas.

count_na

Pandas DataFrame lacks a built-in property for counting total missing values across the entire dataframe, so this utility function provides that capability.

import pandas as pd
from utilsx.pandas import count_na

df = pd.DataFrame(...)
if count_na(df):
    print("Dataframe has missing values!")

This technique helps during unit tests of data cleaning functions, especially when confirming that the logic retains certain missing values.