EDA API

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

mismo.eda.distribution_chart(vals: ir.Column, *, limit: int | None = None) -> alt.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.

mismo.eda.distribution_dashboard(records: ir.Table, *, column: str | None = None, limit: int | None = None) -> ipywidgets.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.