AI Prompt Library
Cross-cutting reference — used every day of the workshop
AI assistance is not a separate day. It runs through the whole week: cleaning code on Day 1, table and chart code on Day 2, debugging spatial joins on Day 3, drafting report narrative on Day 4. This folder is the reference you keep open while that happens.
Contents
| File | What it is |
|---|---|
01-data-prompt-manual.qmd |
prompting for data work — the CRISP structure |
02-ai-prompts-library.qmd |
the working library: EDA, modelling, mapping, debugging |
03-ai-prompts-library-full.qmd |
the long form, with worked examples |
04-master-data-prompt-pack.qmd |
copy-paste pack for a full analysis |
05-prompt-cheatsheet-poster.qmd |
one-page poster to print |
Where it is used
- Day 1, 14:00–16:30 — toolkit setup, AI-assisted cleaning and wrangling
- Day 2, 15:30–16:30 — prompting for
ggplot2and summary tables - Day 3, 15:30–16:30 — debugging CRS and join errors; translating coefficients
- Day 4, 15:30–16:30 — dashboard troubleshooting and report narrative
WarningThe rule that makes this safe
Generated code is a draft. Run it on your data, check the row counts before and after every step, confirm the units and base year, and be ready to defend every line.