LIU HAOBING

{geospatial analysis}

30daymapchallenge
spatial correlation
crime risk prediction

spatio-temporal modeling
environmental modeling

risk modeling & bias
socioeconomic disparities
urban sprawl forecast
urban heat risk - deep learning
urban suitability - applied gis

rideshare demand prediction

{geodemographic}

immigrant labor force research
future impact occupations
why benefit cliff matter to us
non-profit program enrollment mapping

{product & publication}
{infographic}

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©2025 LIU HAOBING

philadelphia immigrant workforce research based on a geodemographic and econometric analysis