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.
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Maker
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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.