LIU HAOBING


{geospatial analysis}

30daymapchallenge
spatial correlation
crime risk prediction
environmental modeling
urban sprawl forecast
urban heat risk - deep learning


{geodemographic}

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


{product & publication}      

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©2025 LIU HAOBING
hi lovely creatures in this universe,  i’m currently employed in a non-profit organization as a research data analyst. i appreciate ngo/npo jobs to make myself feel better in this world. let’s dive into what i’ve been working on so far!




curated economic report
regional  economic condition


regional economic dashboard
monthly labor force trends and industries' outlook on tableau
immigrant workforce research
a geodemographic and econometric analysis based on census data

future impact occupation (FIO)
a solid methodology to identify potential opportunities to talents


exploring the benefit cliff in philadelphia
7,700+ Philly households risk losing benefits due to income limits


federal projects: high priority occupations / wioa local plan
industry outlook based on demographic analysis
program enrollment mapping
a brief geographical interactive dashboard about programs


program advocacy infographic
a well-organized and clear visualization for stakeholders