AI Prompt Cheat Sheet Poster

Graphical One-Page Reference

🎨 AI Prompt Cheat Sheet Poster

This file is designed as a graphical-style one-page Quarto poster summarizing key AI prompts for demographic data analysis.

🔍 EDA — Exploratory Data Analysis

  • Understand dataset structure
  • Generate full EDA plan
  • Provide summary insights
  • Detect missingness/outliers

📦 NHANES Data Analysis

  • Clean and recode NHANES
  • Create composite risk indices
  • Apply survey weights
  • Fit weighted regression models

🧮 Survey / DHS Data

  • Set up survey design (PSU, strata, weights)
  • Create fertility, mortality, education indicators
  • Weighted proportions and regressions

🌍 World-in-Data / WDI

  • Download and clean development indicators
  • Build country-year panels
  • Compare Pakistan with regional peers
  • Run panel regressions

🗺️ Mapping & Spatial Analysis

  • Load shapefiles
  • Merge district-level indicators
  • Create choropleth maps
  • Two-variable visual comparisons

📊 Modeling

  • Fit linear/logistic regressions
  • Time-series trends
  • Interpret coefficients clearly

✍️ Storytelling

  • Convert results into narrative
  • Write LinkedIn summaries
  • Produce policy briefs

🪄 Vibe Coding

  • Rewrite R code cleanly
  • Improve readability
  • Add comments and structure

🛠️ Debugging

  • Identify errors
  • Fix broken R pipelines
  • Diagnose weird outputs

📚 Teaching Support

  • Simplify explanations
  • Generate exercises
  • Provide step-by-step learning aids

📦 Master One-Line Prompts (Copy & Paste)

"Explain this dataset like I am new to data."
"Generate a complete EDA workflow."
"Clean and recode NHANES variables."
"Fit survey-weighted logistic regression."
"Create fertility and mortality indicators."
"Fetch GDP, fertility, education from WDI."
"Generate choropleth maps using tmap."
"Explain model output in plain English."
"Rewrite my R code with vibe."
"Fix this R error and explain the cause."

✅ End of Poster

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