---
title: "showstats: quick and compact summary statistics"
format: gfm
jupyter: python3
---

**showstats** produces summary statistic tables with vertical orientation.

```{python}
# | output: false
# | echo: false
import polars as pl
import sys

sys.path.append("src/")
sys.path.append("tests/")
from pathlib import Path
from conftest import sample_df_

df = sample_df_()
import showstats
```

```{python}

from showstats import show_stats

show_stats(df)
```

Primarily built for polars data frames. **showstats** converts other inputs, for compatibility with pandas.DataFrames install as ``pip install showstats[pandas]`` 
