Guide

Data Preparation and Basic Dashboard Construction (ch. 4)

Squadbase · squadbase.dev

The hands-on chapter where your own CSV becomes a dashboard.

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The question it answers

  1. How do I build dashboards and charts with AI, without a BI tool or a data team?

Read with it

  1. Video Build Interactive Dashboards with Claude Artifacts NextWork
  2. Video Claude Code + Streamlit = Insane Data Analyst Lore So What
  3. Video Building a Streamlit Component from Scratch with Claude Code Fanilo Andrianasolo
  4. A PM's prompt patterns for dashboards stakeholders actually read. medium.com Article How To Build Interactive Dashboards With Claude Like An AI Product Manager Ian Khor
  5. A repeatable five-step recipe instead of a one-off demo. leadwithai.co Guide In 5 Steps: Build a Data Visualization Generator with Claude Artifacts Lead with AI
  6. Covers wiring artifacts to refreshed data, the gap most tutorials skip. blog.coupler.io Article Claude.ai Artifacts for Live Analytics Dashboards Coupler.io
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