EDA API

This module contains utilities for cleaning and preparing data for linkage.

distribution_chart(
    vals: Column, *, limit: int | None = None
) -> Chart

Make a Altair histogram of values.

Useful as an exploratory tool to look at what values are present in a column.

PARAMETER	DESCRIPTION
`vals`	The values to plot. TYPE: `ColumnExpr`
`limit`	The maximum number of bars to plot, by default 1000 TYPE: `int` DEFAULT: `None`

RETURNS	DESCRIPTION
`Chart`	The histogram.

distribution_dashboard(
    records: Table,
    *,
    column: str | None = None,
    limit: int | None = None,
) -> VBox

Make an ipywidget dashboard for exploring the distribution of values in a table.

PARAMETER	DESCRIPTION
`records`	The table to plot. TYPE: `Table`
`column`	The initial column to plot. If None, the first column is used. You can change this interactively in the returned dashboard. TYPE: `str` DEFAULT: `None`
`limit`	The initial maximum number of values to plot, by default 100. You can change this interactively in the returned dashboard. TYPE: `int` DEFAULT: `None`

RETURNS	DESCRIPTION
`VBox`	The dashboard.