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Visualization Tools

Tableau

Industry standard for BI dashboards.

Resource Description
Set up data sources Connect and prep data
Join your data Combine sources by common fields
Relationships Combine multiple sources
Data blending Query across sources without true join
Combining date fields Handle multiple date columns

Metabase

Open source, lightweight BI. metabase.com

  • Self-hosted or cloud
  • Question-based query builder
  • Native SQL editor
  • Dashboards and alerts
  • Good for SMBs and internal use

Other options

Tool Notes
Looker / Looker Studio Google BI; free Studio
Power BI Microsoft BI; tight Excel integration
Mode SQL + Python notebooks + dashboards
Hex Notebooks + apps + SQL
Superset Apache OSS BI
Grafana Time-series and ops dashboards
Observable D3-style notebooks; web-native
Flourish Storytelling visualizations
Datawrapper Newsroom-grade charts

Web / programmatic

  • Plotly — Python, R, JS
  • Vega-Lite — JSON grammar of graphics
  • D3 — low-level JS, full control
  • ggplot2 — R, grammar of graphics
  • Altair — Vega-Lite for Python

Choosing a tool

If… Use
Enterprise, biggest install base Tableau / Power BI
Tight on budget, small team Metabase / Looker Studio
Already on Google Cloud Looker / Studio
Already on Microsoft 365 Power BI
Need notebook + dashboards Mode / Hex
Devs build it; ops watch it Grafana
Build into a product Plotly / Vega-Lite / D3

References