Article

From Open-Ends to Insights: Leveraging AI in Survey Response Analysis

Center for Campaign Innovation · campaigninnovation.org

Independent research on where AI survey analysis is reliable and where it drifts.

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The question it answers

  1. How do founders get insights from CSVs, analytics, and surveys using AI?

Read with it

  1. The canonical reference for file uploads, supported formats, and getting chart output. help.openai.com Guide Data analysis with ChatGPT (official help) OpenAI
  2. A university-grade walkthrough of a full exploratory analysis, not a toy demo. ai-analytics.wharton.upenn.edu Guide Exploring Data with ChatGPT: A Step-by-Step Guide Wharton AI & Analytics Initiative
  3. Claude's code-execution sandbox for CSVs, with concrete founder use cases like conversion analysis. claude.com Guide Introducing the analysis tool in Claude.ai Anthropic
  4. Video ChatGPT Data Analysis Tutorial: Upload and Analyze PDF and Excel Files Ramesh Fadatare
  5. Video How to Upload an Excel File into ChatGPT for Data Analysis & Insights Tom Fragale
  6. Video Julius AI Tutorial: Analyze & Visualize Data with Simple Prompts IvyProSchool
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