I recently noticed that of the top 10 ranked Kagglers (in Competitions) 7 of them either worked at H2O.ai or Nvidia. I wanted to explore this to see if this was a trend where these 2 companies employed more highly ranked Kaggle Competitors than other companies.
I scraped the Top 1000 ranked Kaggle competitors from here. From there I was able to pull the employer and job title from each competitor.
I used the following notebooks:
- 1_Grab_Data - used to scrape data
- 2_Clean_data - used to clean the scraped data
- 3_Visual - used to make visuals
Can be seen in this blog post