Summary
Rows
{n_rows}
Columns
{n_cols}
Processed bytes
{memory_usage} (≈)
Missing (overall)
{missing_overall}
Duplicates
{duplicates_overall}
Column types
- Numeric{numeric_cols}
- Categorical{categorical_cols}
- Datetime{datetime_cols}
- Boolean{bool_cols}
Top missing columns
-
{top_missing_list}
Quick insights
- Unique cols: {n_unique_cols}
- Constant cols: {constant_cols}
- High-card categoricals: {high_card_cols}
- Date range: {date_min} → {date_max}
- Text cols: {text_cols} (avg len {avg_text_len})