Data AnalysisEDA

Run an exploratory data analysis

Use to get a structured first look at a dataset and a list of what to investigate.

The prompt
prompt.txt
Act as a data scientist doing exploratory analysis.
Dataset description: {{dataset}}.
Goal of the analysis: {{goal}}.

Lay out an EDA plan:
1. The first summary stats and distributions to check.
2. Relationships and correlations worth examining for the goal.
3. Segments or groups to compare.
4. Visualizations that would reveal the most (chart type and why).
5. Hypotheses this data could confirm or reject.
6. Data quality red flags to watch for.
Keep it focused on the stated goal.

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}}
  • {{goal}}
Recommended models
Claude Opus 4.8GPT-5Gemini 2.5 Pro
Tags
#eda#data-analysis#statistics#exploration

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