SF OpenData Search Analytics

DSWG Teammates Rocio S Ng, Ph.D. (Lead), Bao Lin Liu, Scott Brenstuhl

Project Detail

This project aims to use analytics and topic modelling of search text to improve the user experience at https://data.sfgov.org/

General Goals

  • Clean and process search terms and categorize search terms by quality
  • Utilize Natural Language Processing and Topic Modelling on valid search terms and cluster terms to determine potential demand for data sources
  • Provide actionable insights to improve search functionality on the site