Housing supply, population, and house prices: Tableau Dashboard

I MADE A LITTLE TABLEAU VISUALIZATION TO ANLAYZE TRENDS in population, housing supply and house prices. If you like interactive dataviz, then the best thing might be to jump down below and explore. But I’ll frame the viz with a bit of discussion. This post extends the analysis from last time looking at population, housing supply and house prices. Last time we restricted ourselves to national trends, but here we’ll dig into local trends.

Data Viz: Occupation Wages and Regional Cost of Living

A new data viz TODAY THE BLS released data on metro level wages, employment concentration and regional costs of living. I put together a quick plot and sent out the following tweet: Today @BLS_gov released data combining price-adjusted wages and employment concentration. I looked at economists… — Leonard Kiefer (@lenkiefer) April 14, 2016 This post provides a link to interactive versions of the same plot and a discussion.

Recent House Price Trends

{% include JB/setup National house prices rise 6.2% Freddie Mac released its full year 2015 house price index and an interactive data visualization. The seasonally-adjusted national index increased 6.2 percent year-over-year and is now 29.6 percent above the post-recession low, and just 4.1 percent below the (nominal) pre-recession peak (see graph below). While national house price growth has been strong, there is considerable variation across the country. Some states and metro areas are already well above their pre-recession (nominal) peak, while other still have lots of ground to make up.

Annotated Data Viz 2

BELOW IS A VISUALIZATION of household size and composition and homeownership from the Census1 going back to 1980. With this visualization, we can see how household size and tenure choice (own vs rent) has varied by age over time. 1Data from Ipums: IPUMS-USA, University of Minnesota, See my data visualizations on Tableau Public

Annotated Data Viz 1

Homeownership and the Jobs Outlook BELOW IS A VISUALIZATION of job growth and homeownership by occcupation. This viz details expected job growth by occupation compared to homeownership rate by occupation. This viz was originally published on This viz shows compares variation in homeownership rates by occupation with expected job growth for those occupations. The size of the bubbles correspond to the expected number of job openings for that occupation.