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The first report to compile detailed data on assets and debts among people of different races, ethnicities and countries of origin residing in the Los Angeles area. Researchers from UCLA, Duke University and The New School, with support from the Federal Reserve Bank of San Francisco and the Insight Center for Community Economic Development, analyzed data on assets such as savings and checking accounts, stocks, retirement accounts, houses and vehicles. Debts included credit card debt, student loans, medical debt, mortgages and vehicle debt. Although much of the inequality discourse has focused on income, wealth is a better indicator of economic well-being and metric in understanding economic inequality.
The report provides estimates for U.S.-born blacks, blacks who are recent immigrants from Africa, Mexicans, other Latinos, Asian Indians, Chinese, Filipino, Japanese, Korean, Vietnamese and non-Hispanic whites in the Los Angeles Metropolitan Statistical Area (Los Angeles and Orange counties) using new data from the National Asset Scorecard and Communities of Color survey.
Opportunity Insights based at Harvard University (formerlly The Equality of Opportunity Project)
A central part of Opportunity Insights’ mission is to train the next generation of researchers and policy leaders on methods to study and improve economic opportunity and related social problems. This page provides lecture materials and videos for a course entitled “Using Big Data Solve Economic and Social Problems,” taught by Raj Chetty and Greg Bruich at Harvard University.
This course provides an introduction to modern applied economics in a manner that does not require any prior background in economics or statistics. It is intended to complement traditional Principles of Economics (Econ 101) courses. Topics include equality of opportunity, education, health, the environment, and criminal justice. In the context of these topics, the course provides an introduction to basic statistical methods and data analysis techniques, including regression analysis, causal inference, quasi-experimental methods, and machine learning.
The Opportunity Atlas: Census Bureau, Harvard University, and Brown University.
What do a disease-fighting epidemiologist (retired) and an up-and-coming social psychologist have in common? They’re both fascinated by the unseen social problems hidden behind the word “inequality.” Beyond the lack of access to money and power — what does inequality do to us as human beings?
PolicyMap is a multi-disciplinary interactive online mapping tool that provides access to a diverse range of data, including, demographic, income and spending, housing, lending, quality of life, economy, education, and health. Use it to create maps, tables, and graphs for a variety of research purposes, including, market analysis, business planning, site analysis, demographic profiles, policy briefs, and grant applications.
A web-based mapping, analytics, and data visualization application with 100,000+ data variables, including: demographic data from the US Census and American Community Survey (ACS), consumer spending data from the Consumer Expenditure Survey (CEX), and D&B's Points-of-Interest business file providing access to over 5 million US business profiles. Includes MRI-SimmonsLOCAL consumer behavior dataset, which includes data on over 8,000 brands, 450 categories, and the MOSAIC consumer lifestyle segmentation system. Data is available down to the Census Block Group level.