Summary Statistics in Python
From the Pandas cheat sheet · Inspect Data · verified Aug 2026
Summary Statistics
Summarize numeric and categorical columns.
python
df.describe()📌 describe() defaults to numeric columns
💡 include="all" summarizes mixed data
🔍 value_counts can include missing values
🎯 Check distributions before choosing transformations
describestatisticsvalue-counts
Continue with Pandas
Save the full cheat sheet or work through every related task.