Source code for visions.application.summaries.series.missing_summary
import pandas as pd
[docs]def missing_summary(series: pd.Series) -> dict:
"""Counts the number of missing values
Args:
series: series to summarize
Returns:
A dict containing `na_count`.
"""
mask = series.isna()
summary = {"na_count": mask.values.sum()}
return summary