Explorers

All registered Explorer components in DashAI.

Name	Description
AutocorrelationExplorer	Show how a series relates to its own past, one lag at a time.
BoxPlotExplorer	Explorer that produces an interactive box plot for one or two numeric columns.
ClassOverlapExplorer	Explorer that measures how much the classes of a dataset overlap.
CorrelationMatrixExplorer	Explorer that computes and visualises pairwise correlation coefficients.
CovarianceMatrixExplorer	Explorer that computes and visualises the pairwise covariance matrix.
DensityHeatmapExplorer	Explorer that visualises the joint distribution of two columns as a 2-D heatmap.
DescribeExplorer	Explorer that generates a statistical summary table using pandas describe.
ECDFPlotExplorer	Explorer that creates an Empirical Cumulative Distribution Function (ECDF) plot.
HistogramPlotExplorer	Explorer that renders an interactive histogram for a single column.
MultiColumnBoxPlotExplorer	Explorer that renders one box plot trace per selected column on a shared figure.
ParallelCategoriesExplorer	Visualise categorical data flows across multiple dimensions simultaneously.
ParallelCordinatesExplorer	Visualise multi-dimensional numeric data as a parallel coordinates plot.
ScatterMatrixExplorer	Display pairwise scatter plots for all selected numeric columns.
ScatterPlotExplorer	Display a two-dimensional scatter plot to explore relationships between columns.
SeasonalDecompositionExplorer	Split a series into the trend, the season and what is left over.
TimeIndexAuditExplorer	Report whether a date column can carry a forecast at all.
TimeSeriesPlotExplorer	Plot one or more numeric columns against a date column, over time.
WordcloudExplorer	Visualise word frequency in text columns as a word cloud.