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Economic Indicators from Social Media - Home

University of Michigan Economic Indicators from Social Media. Prediction of Initial Claims for Unemployment Insurance. The chart presents a prediction of Initial Claims for Unemployment Insurance using the University of Michigan Social Media Job Loss Index. The prediction is based on a factor analysis of social media messages mentioning job loss and related outcomes. See Using Social Media to Measure Labor Market Flows. The computational and data infrastructure that powers this website is described here.

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Economic Indicators from Social Media - Home | econprediction.eecs.umich.edu Reviews

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University of Michigan Economic Indicators from Social Media. Prediction of Initial Claims for Unemployment Insurance. The chart presents a prediction of Initial Claims for Unemployment Insurance using the University of Michigan Social Media Job Loss Index. The prediction is based on a factor analysis of social media messages mentioning job loss and related outcomes. See Using Social Media to Measure Labor Market Flows. The computational and data infrastructure that powers this website is described here.

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Economic Indicators from Social Media - Home | econprediction.eecs.umich.edu Reviews

https://econprediction.eecs.umich.edu

University of Michigan Economic Indicators from Social Media. Prediction of Initial Claims for Unemployment Insurance. The chart presents a prediction of Initial Claims for Unemployment Insurance using the University of Michigan Social Media Job Loss Index. The prediction is based on a factor analysis of social media messages mentioning job loss and related outcomes. See Using Social Media to Measure Labor Market Flows. The computational and data infrastructure that powers this website is described here.

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econprediction.eecs.umich.edu

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Economic Indicators from Social Media - Home

http://econprediction.eecs.umich.edu/ringtail.html

The Ringtail Computational Platform for Economics. The Ringtail Computational Platform for Economics. The Ringtail project is a research data system that supports a range of novel data-intensive economics applications. In particular, it focuses on processing and querying social media data. It includes:. Large-scale archiving of social media streams. Query tools for quickly exploring social media time series. Updated weekly. The second is a slightly-obsolete video. Matthew D. Shapiro. D Antenucci, MJ Cafa...

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Economic Indicators from Social Media - Publications

http://econprediction.eecs.umich.edu/pubs.html

University of Michigan Economic Indicators from Social Media. Using Social Media to Measure Labor Market Flows. D Antenucci, MJ Cafarella, MC Levenstein, C Ré, M Shapiro. Ringtail: Feature Selection for Easier Nowcasting. D Antenucci, MJ Cafarella, MC Levenstein, C Ré, M Shapiro - WebDB, 2013. Ringtail: A Generalized Nowcasting System. D Antenucci, E Li, S Liu, B Zhang, MJ Cafarella, C Ré - Proceedings of the VLDB Endowment, 2013. November 10, 2016, 12:07 EST.

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Economic Indicators from Social Media - People

http://econprediction.eecs.umich.edu/people.html

University of Michigan Economic Indicators from Social Media. Michael J. Cafarella. Assistant Professor, Department of Computer Science. Matthew D. Shapiro. Professor, Economics Department and Research Professor, Institute for Social Research. Margaret C. Levenstein. Research Scientist, Institute for Social Research and Adjunct Professor, Ross School of Business. Assistant Professor, Department of Computer Science. PhD Candidate, Department of Computer Science. PhD Candidate, Department of Economics.

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ebp-projects.isr.umich.edu

Historical Census

http://ebp-projects.isr.umich.edu/NCRN/histcensus.html

Historical Census Data (100% Sample). Access to the complete count U.S. Census decennial datasets (1790-1940) with names and addresses is provided to University of Michigan researchers through a Virtual Data Enclave. These data are made available through a license with the Minnesota Population Center. See the IPUMS. Website for descriptions of available data. Researchers interested in applying to access these data at the University of Michigan should complete a Research Project Application. The 1936 Vete...

ebp-projects.isr.umich.edu

Economic Behavioral Program Projects

http://ebp-projects.isr.umich.edu/index.html

Indicators from Social Media. NSF Census Research Network. About Economic Behavior Program Projects. The Economic Behavior Program (EBP) of the Survey Research Center houses long-standing measurement and analysis programs connecting survey research to economic behavior. This website provides links to EBP projects that are distinct from its large-scale surveys including the PSID, HRS and Survey of Consumers. Please email EBPprojects[at]umich.edu with questions or concerns. Institute for Social Research.

www-personal.umich.edu

Matthew D. Shapiro, Department of Economics, University of Michigan

http://www-personal.umich.edu/~shapiro

Matthew D. Shapiro. Lawrence R. Klein Collegiate Professor of Economics. Shapiro @ umich.edu. Directions to Economics Department. NBER Reporter Research Summary. NIA Program Project on Saving and Retirement. Cognitive Economics Study (CogEcon). Risk Tolerance and Risk Aversion. NSF-Census Research Network, Michigan Node. University of Michigan Social Media Job Loss Index. Economic Behavior Program Projects (EBP-Projects). Research on Economic Stimulus: Tax Rebates and Bonus Depreciation. Ldquo;Why Does T...

ebp-projects.isr.umich.edu

NSF Census Research Network Michigan Node

http://ebp-projects.isr.umich.edu/NCRN/index.html

About NCRN - Michigan Node. Key contributions of the Michigan node include. Using Tweets to construct real-time indicators of labor market transitions. Using account data to study the relationship of spending and income. Joint analysis of survey and administrative data. Implementing new methods for measuring poverty, income, and food insecurity in large-scale surveys. Using satellite imagery to measure changes in urbanization during the Great Recession. Institute for Social Research.

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Economic Indicators from Social Media - Home

University of Michigan Economic Indicators from Social Media. Prediction of Initial Claims for Unemployment Insurance. The chart presents a prediction of Initial Claims for Unemployment Insurance using the University of Michigan Social Media Job Loss Index. The prediction is based on a factor analysis of social media messages mentioning job loss and related outcomes. See Using Social Media to Measure Labor Market Flows. The computational and data infrastructure that powers this website is described here.

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