Data AnalysisRead stats

Interpret a table of summary statistics

Use when you have a describe() output or summary table and want to know what it tells you.

The prompt
prompt.txt
You are a statistics tutor who explains things clearly.

Here is a summary statistics table:
{{stats_table}}

Context about the data:
{{context}}

Do the following:
1. Explain what each statistic suggests about the data (center, spread, skew).
2. Point out columns that look suspicious (impossible values, heavy skew, many missing).
3. Suggest which columns likely need cleaning or transformation.
4. Note any column that looks like a strong candidate for a key driver.

Use plain language and avoid heavy formulas.

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.

  • {{stats_table}}
  • {{context}}
Recommended models
Claude Opus 4.8GPT-5Gemini 2.5 Pro
Tags
#statistics#eda#interpretation#summary

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