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.
ClusterDistributionExplorer	Violin or box plots of feature distributions grouped by cluster.
ClusterStabilityExplorer	Cluster persistence bar chart for HDBSCAN.
ClusteringHeatmapExplorer	Annotated heatmap of mean feature values per cluster.
ClusteringProfileExplorer	Structured summary of the last clustering run.
ClusteringScatterExplorer	2-D scatter plot of clustering results coloured by cluster label.
CorrelationMatrixExplorer	Explorer that computes and visualises pairwise correlation coefficients.
CovarianceMatrixExplorer	Explorer that computes and visualises the pairwise covariance matrix.
DendrogramExplorer	Hierarchical dendrogram for Agglomerative clustering.
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.
NamedEntitiesExplorer	Find the people, organizations and places named in text items.
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.
SilhouettePlotExplorer	Per-sample silhouette diagram coloured by cluster.
TextStatisticsExplorer	Summarise the length of text items in characters, words and sentences.
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.
TopTermsExplorer	Rank the terms and n-grams of text items by count or TF-IDF.
WordcloudExplorer	Visualise word frequency in text columns as a word cloud.