Data AnalysisPlan EDA

Run an exploratory data analysis walkthrough

Use when you have a clean dataset and want a structured EDA plan before modeling or reporting.

The prompt
prompt.txt
Act as a data analyst guiding me through exploratory data analysis.

Dataset summary:
{{dataset_summary}}

My goal / the question I care about:
{{analysis_goal}}

Produce an EDA plan with these sections:
1. Univariate checks: which columns to inspect and what to look for.
2. Relationships: which pairs or groups to compare and why.
3. Specific charts to make, with the exact x, y, grouping, and chart type for each.
4. Hypotheses worth testing given my goal.
5. Red flags to watch for (leakage, confounding, survivorship bias).

Be specific to my columns. Avoid generic advice that applies to any dataset.

Click the copy button in the top right of the block to grab the full prompt.

Variables

Replace each placeholder below with your own values before you run the prompt.

  • {{dataset_summary}}
  • {{analysis_goal}}
Recommended models
Claude Opus 4.xGPT-5Gemini 2.5 Pro
Tags
#eda#exploration#planning

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