H1B Visa Application Analysis

Source

The datasets are from the Department of Labor's website. We collected five year's worth of H-1B petition data (2014 to 2018). There are over 3,000,000 observations in total.

The final report can be find here: Final Report: H1B Visa Analysis

Instructions On Running The Code

1. Extract the file "transformed.rar" manully in the ~/data and save the file "transformed.csv" in the ~/data
2. Run the import-feature-engineering.Rmd file
3. Run the final report.Rmd file as needed

Content

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H1B

• Requirements
• Why is H1B Popular?
• Caveats
• H1B Historic Timeline

Exploration

• Purpose
• Dataset
• Number of Applications Per State

STEM

• Top Jobs In STEM in 2018

Data Related Jobs Trends

• Prevailing Wages Per Data Related Job Category
• Story Behind Infosys
• Top Tech Companies
• IBM
• Other Consulting Companies

Locations for Data-Related Jobs

• Nationwide Overview
• Regions of the United States
• The Western United States
• The Northeastern United States
• The Midwestern United States
• State of Tennessee

Conclusions