Jingfei Cai-Pincus's repositories
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.
adventofcode
Advent of Code solutions
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.
datasharing
The Leek group guide to data sharing
dtm
This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
GA
Modeling Text Data
ga-glm-lecture
Cheat sheets, data, and code associated with my guest lecture at General Assembly on July 21st, 2017.
Global-Terrorism-Database
Analysis of Global Terrorism Database: Bayesian inference and imputing missing data
google-apps-script-samples
Sample code for Google Apps Script, a cloud-based scripting service for Google Apps
Iowa-liquor-sales
Predict liquor sales using linear regression
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
SAT-scores
Descriptive statistics on SAT scores around the United States