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Jingfei Cai-Pincus's Projects

data-scientist-salaries icon data-scientist-salaries

The aim of this project is to gauge salary amounts for data scientists by investigating the industry factors that influence the pay scale for these professionals. The data was collected by scraping indeed.com. The results suggest that the keywords used in the job titles are the most significant predictors for salary levels.

dtm icon dtm

This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.

ga icon ga

Modeling Text Data

ga-glm-lecture icon ga-glm-lecture

Cheat sheets, data, and code associated with my guest lecture at General Assembly on July 21st, 2017.

pmc-text-mining icon pmc-text-mining

The aim of this project is to use the text from biomedical and life science literature to gain insights on research topic trends over time.

sat-scores icon sat-scores

Descriptive statistics on SAT scores around the United States

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