Data AI Prompt Templates
Copy-ready data prompts with fill-in fields. Pick one, fill in the blanks, and paste it into ChatGPT, Claude, or Gemini. Free to browse.
- Data Analysis Prompt Framework - Turns a dataset and a business question into a precise analysis plan: the right methods, the metrics to compute, the charts to draw, and a summary shaped for…
- Data Cleaning Plan - Clean it in the right order, or you'll do half of it twice.
- Data Model Review - Checks a database design for the entities, relationships, constraints and indexes it needs, judged against the queries the application actually runs.
- Database Migration Safety Check - Checks a database migration for table locks, backfill risk, reversibility, and deploy ordering so the schema change can ship without downtime.
- Feature Prioritisation Matrix - A scored, defensible backlog ranking with the working shown, plus what to commit to, investigate, or decline and a reason you can say out loud.
- Jupyter Notebook Analysis Plan - A plan for a notebook analysis that states the question first, checks the data, picks a method, plans the charts and ends with caveats.
- Markdown Table Generator - Turns messy pasted data into a clean Markdown table with your choice of alignment, header handling, and treatment of missing values.
- Metric Definition Document - A metric definition document with the exact calculation, edge-case rules, and a worked example, so two teams asking the same question get the same number.
- Metrics Review Scorecard - Builds a weekly metrics scorecard showing each number against its target and trend, the likely cause of any move and the one action it triggers.
- Postgres Query Optimizer - Finds why a Postgres query is slow from its explain plan and gives targeted fixes for indexes, joins, repeated queries, and locking, with a way to confirm…
- Python Pandas Data Analyzer - Runnable Pandas code that cleans, reshapes, and analyses a described dataset, with the missing-value handling and optional plot already written.
- Python Web Scraper Builder - Boilerplate for a polite Python scraper that pulls the fields you name from a site, handles pagination, and writes the results where you want them, with…
- Regex Pattern Generator & Explainer - Builds the regex you describe and then teaches it back: a plain-English walkthrough of every class, quantifier, group, and lookaround, plus matching and…
- SEO Keyword Cluster Builder - Turns a messy keyword list into labelled topic clusters, each with a pillar page, supporting articles and a suggested title, ready to drop into a content plan.
- Spreadsheet Formula Explainer & Builder - Gives you a working Excel or Google Sheets formula, a plain-English breakdown of each part, and the likely ways it breaks, or fixes one that errors.
- Spreadsheet Formula Helper - A working spreadsheet formula matched to your actual layout, with a plain breakdown so you can adapt it, and notes on where it breaks.
- Spreadsheet Model Builder - Lays out a spreadsheet model with separated inputs, stated assumptions, traceable formulas, and a summary sheet, so a reviewer can follow every number.
- SQL JOIN Helper - Picks the right SQL JOIN type for two tables and writes the query for your database engine, with a plain explanation of which rows each side keeps.
- SQL Query Builder - A correct SQL query for a plain-English question, with the join risks called out so row counts and totals are not silently inflated.
- SQL Query Explainer - Walks through a SQL query step by step in plain language, then points out where the logic could give wrong numbers or the plan could be slow.
- Weekly Readout From My Wearable - Reads a week of sleep, heart rate, and recovery numbers as one story, separating the days that moved your scores from noise and ending with one change to test.