Metadata Insights

Analytics across your Tableau and Power BI estates: connection usage, calculated logic, presentation-layer composition, and optimization signals.

Data connectionsCalculated fieldsDAXOptimizationExport to Excel

Prerequisites

To populate the Metadata Insights page, you must first process workbooks using the Database output type. This exports the necessary metadata to your configured MySQL, MS SQL, or PostgreSQL database.

No Metadata Yet?
Admins / Power Users — Go to Processing & Scheduling to process files and export metadata to a database.
Read-Only Users — Ask an Admin or Power User to configure a metadata source and run an export.

Global Filters

At the top of the page, a filter bar scopes the data shown across all tabs. You first choose a tool scope — Tableau or Power BI — and then the cascade for that tool appears.

The tool scope is either/or
It is a pair of radio buttons, not a multi-select: you scope to one tool at a time. The Power BI option is unavailable without the Power BI licence.
Tool scopeCascade
TableauSite(s) → Project(s). Select at least one site before projects become available.
Power BITenant → Workspace → Report. Each level activates once the one above it has a selection.

Click Submit to apply the selected filters and refresh the data in all tabs.

No Filter Selected
If no scope is applied, data is shown for the entire metadata source without scope restrictions.

Tab 1: Source Data Connection Overview

Analyze data source usage and identify consolidation opportunities. This tab is the cross-tool one: it has no Tableau/Power BI split, because its counts are drawn from the physical layer both tools share. The usage rankings are ranked by how many Tableau workbooks and Power BI reports connect to each source.

Summary KPI Cards

CardDescription
Data ConnectionsTotal number of data connections
DatabasesTotal number of unique source databases
TablesTotal number of unique source tables
FieldsTotal number of unique source fields

Each KPI card includes an Export button to download the underlying data to Excel.

Charts & Tables

ComponentTypeDescription
Top 5 Data ConnectionsTableLists the 5 most frequently used data connections, showing Connection Name, Type, and Usage Count
Most Used TablesBar chartVisualizes which tables are shared most across your content. Hovering shows the table name, database, and connection name.

Tab 2: Calculated Fields Insights

Assess the volume and distribution of custom calculated logic, per tool.

Tableau

ComponentTypeDescription
Calculated FieldsKPI cardTotal count of calculated fields across all data sources
Calculated Fields by Data SourcePaginated tableBreaks down the number of calculated fields per data source. Supports server-side pagination.
Measures vs DimensionsDonut chartShows the split of calculated fields classified as Measures versus Dimensions

Power BI

ComponentTypeDescription
MeasuresKPI cardTotal count of DAX measures across all semantic models
Calculated ColumnsKPI cardTotal count of DAX calculated columns across all semantic models
DAX Objects by ModelPaginated tableBreaks down measures and calculated columns per semantic model
Measures vs Calculated ColumnsDonut chartShows the split between the two kinds of DAX object

Tab 3: Dashboard Composition Stats

A quick inventory of your presentation layer, per tool.

Tableau cardPower BI card
WorkbooksReports
DashboardsPages
WorksheetsVisuals
StoryboardsBookmarks

Each card includes an Export button.

Tab 4: Optimization Indicators

Highlights potential performance risks and cleanup targets, per tool.

Tableau

ComponentTypeDescription
Unused Fields vs Total FieldsDonut chartShows the proportion of fields defined but never used — candidates for cleanup
Unused Calculated Fields vs Total Calculated FieldsDonut chartHighlights custom calculations that are unused — candidates for removal
Largest Workbooks by Component CountPaginated tableRanks workbooks by total component count (Dashboards + Worksheets + Storyboards) with per-workbook breakdown
Largest Workbooks by Data Source CountPaginated tableRanks workbooks by the number of distinct data sources — useful for identifying overly complex workbooks
Data Sources with Multiple JoinsPaginated tableLists data sources that use multiple joins, flagging complex data models that may impact query performance
% of Workbooks Using Published Data SourcesDonut chartCompares workbooks using governed (Published) data sources vs. Embedded data sources, tracking adoption of centrally managed data

Power BI

ComponentTypeDescription
Unused Columns vs Total ColumnsDonut chartShows the proportion of model columns defined but never used
Unused Measures vs Total MeasuresDonut chartHighlights measures that are unused — candidates for removal
Unused Calculated Columns vs TotalDonut chartHighlights calculated columns that are unused
Bidirectional RelationshipsPaginated tableModel relationships that filter in both directions
Many-to-Many RelationshipsPaginated tableModel relationships with many-to-many cardinality
Storage Mode MixDonut chartData sources split by how the model reads them: Import holds a copy inside the model; DirectQuery leaves the data at the source and queries it each time a report runs; Dual does both. Mixed means one source is read both ways by different tables.
Relationship CompositionDonut chartModel relationships split by Active and Inactive. Inactive ones are defined but stay dormant until a specific measure switches them on for its own calculation.
Largest Reports by Component CountPaginated tableRanks reports by total component count

All paginated tables in this tab support pagination for large datasets.

Exporting Data

Every KPI card, chart, and table includes an Export button. Clicking it downloads the underlying data as an Excel file for offline analysis or reporting. Exports respect the currently applied tool scope and its filters.

Next Steps