Len Kiefer

Helping people understand the economy, housing and mortgage markets

Data Wrangling

  1. Plotting house price and income trends

    In this post we will create some plots of house prices and incomes for the United States and individual states. We will also try out the bea.R package to get data from the U.S. Bureau of Economic Analysis..

  2. What's up? VSUP, that's what's up.

    Value-Suppressing Uncertainty Palettes allocate a larger range of a visual channel when uncertainty is low, and smaller ranges when uncertainty is high. Let us make one with R.

  3. Expanding Expansions, Contracting Recessions

    Economic expansions in the U.S. have been getting longer, recessions shorter. We explore with data visualizations made with R.

  4. quick geofacet plots

  5. What time is it? Time for tibbletime!

  6. Analyzing mortgage data with R

  7. PURRRty PowerPoint with R

  8. A (Tidyquant)um of solace

  9. Plotting recent house price trends with R

  10. Gather round and spread the word: Wrangling global house price data