Title: D59 Allergy Urbanization JMP Graphing & Model Simulation
Author: Scott Wise
Why Good:
- Good public data set from the CDC showing Allergy Trends for children for a seventeen year period with many ways to explore the data (by urbanization, regions and sub-regions, age groups, etc..
- Features advanced use of JMP Graph Builder to create Overlaid Trend Charts with Confidence Interval Bounds and to create data density Contour Plots
- Features use of JMP Regression Modeling with Variable Importance to test for factor importance
As featured in the blog: Is Urban Living Making My Allergies Worse? (Featuring JMP Graphing and Model Simulation)
Scripted Platforms:
- Graph Builder (Trend Charts)
- Graph Builder (Contour Plots)
- Tabulate
- Regression Model
- Variable Importance
Files:
- Allergy Urbanicity.jmp
Data Source:
http://www.cdc.gov/nchs/hdi.htm
