Len Kiefer

Helping people understand the economy, housing and mortgage markets


  1. Charting Jobs Friday with R

    Chart Jobs Friday using R.

  2. Rock that dadbod plot!

    Spring is nearly upon us, or at least we can hope. Let's examine how housing activity typically rounds into shape as the weather warms up. We'll make some fun plots with R.

  3. Employment growth and house price trends

    Let's examine house price and employment trends. And yes, le'ts try out that crazy bivariate tilegrid map.

  4. More house price plots

    Check out some more house price plots.

  5. February 2018 housing market update

    I'm giving an update on the economy, housing and mortgage market trends. Here are some highlights from my totally awesome slidedeck.

  6. Comparing recent periods of mortgage rate increases

    In this post we compare recent periods of mortgage rate increases. We'll remix a chart and try out some alternatives to visualize periods of rising rates.

  7. Me on a podcast

  8. Simple animated line plot with R

    Here is some simple code to make an animated line plot for a time series using R.

  9. Plotting U.S. Macroeconomic Trends with FRED and R

    Let's plot recent U.S. macroeconomic trends with R.

  10. Housing market dataviz: week of November 22, 2017

    Data visualizations of recent housing market trends.