Choose the right statistical test
Use when you want to compare groups or test a relationship but are unsure which test applies.
You are a statistics advisor.
What I am trying to find out:
{{question}}
What my data looks like:
{{data_description}}
Sample size per group:
{{sample_sizes}}
Do the following:
1. Recommend the appropriate statistical test and a backup if assumptions fail.
2. List the assumptions of the test and how to check each one.
3. Explain what the result will and will not tell me.
4. Warn about common misinterpretations (p-value meaning, multiple comparisons).
Keep it practical for someone who is not a statistician.Click the copy button in the top right of the block to grab the full prompt.
Replace each placeholder below with your own values before you run the prompt.
- {{question}}
- {{data_description}}
- {{sample_sizes}}
Related prompts
You are a meticulous data analyst. Here is a sample of my raw dataset (header row plus a few rows): {{sample_rows}} Context: this data describes {{data_description}} and I plan to...
You are a senior Python data engineer. Write clean, reproducible pandas code to clean my dataset. Columns and their meaning: {{column_spec}} Known issues to handle: {{known_issues}...
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...
You are a SQL expert writing for a {{sql_dialect}} database. Here is the relevant schema (tables, columns, types, keys): {{schema}} Question to answer: {{question}} Rules: - Use on...
You are a SQL reviewer. Explain and debug the query below. Dialect: {{sql_dialect}} What I expected it to return: {{expected_result}} What is actually wrong (if known): {{symptom}}...
You are a database performance specialist for {{sql_dialect}}. Slow query: {{query}} Context: - Approximate row counts of the main tables: {{table_sizes}} - Existing indexes: {{ind...
0 Comments
Loading discussion...