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mobility lab. social mobility forecast
based on data where might you land
mobility lab forecasts where you'll land in the US income distribution when your career peaks. A multi-factor model blends 42 predictors — parental rank, education, industry, geography, and behavioral levers you can change — into a probabilistic percentile forecast. Grounded in Chetty's Opportunity Insights research, BLS earnings data, and the SCF wealth survey. Adjust any input to see your trajectory, class-probability distribution, and highest-impact moves recalculate instantly.
Hi! I built this mobility lab as a research project , an experiment in turning the economics literature on intergenerational mobility (Chetty's Opportunity Insights, BLS earnings data, and the SCF wealth survey) into an interactive, personal forecast. The goal was to make abstract findings about parental rank, education, geography, and behavioral levers tangible: something you can actually adjust and watch your projected income percentile move. Curious to hear your feedback on the model and the assumptions behind it.
About mobility lab. social mobility forecast on Product Hunt
“based on data where might you land”
mobility lab. social mobility forecast was submitted on Product Hunt and earned 0 upvotes and 2 comments, placing #151 on the daily leaderboard. mobility lab forecasts where you'll land in the US income distribution when your career peaks. A multi-factor model blends 42 predictors — parental rank, education, industry, geography, and behavioral levers you can change — into a probabilistic percentile forecast. Grounded in Chetty's Opportunity Insights research, BLS earnings data, and the SCF wealth survey. Adjust any input to see your trajectory, class-probability distribution, and highest-impact moves recalculate instantly.
On the analytics side, mobility lab. social mobility forecast competes within Data & Analytics, Personal Finance and Career — topics that collectively have 10.7k followers on Product Hunt. The dashboard above tracks how mobility lab. social mobility forecast performed against the three products that launched closest to it on the same day.
Who hunted mobility lab. social mobility forecast?
mobility lab. social mobility forecast was hunted by Phil O’Neal. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of mobility lab. social mobility forecast including community comment highlights and product details, visit the product overview.
Phil O’Neal