/JobAnalysis

Primary LanguageJupyter Notebook

Project 3: US Job Market Analysis

Website: http://project3-us-job-market-analysis.azurewebsites.net/

Project Description

  • Analysis on recent US job market
  • Comparison analysis on college major vs opening job titles
    • Bar: animated and distributed by degree and job openings via Plotly
  • Comparison analysis on government jobs (~10,000 records) vs private/public sector jobs (~30,000 records)
    • Map: clustered markers & customized markers via Leaflet
    • Bar: animated and distributed by job categories and US departments via CanvasJS
  • Analysis on salary by industry and occupation (2020)
    • Bar: animated and distributed by industry and occupation via Plotly
  • Statistical analysis on Occupations by state (2020)
    • Map: choropleth layers sorted by occupation via Leaflet

Data Resources:

Technologies used:

  • Python: Pandas, Matplotlib, Nominatim and geopy(for geolocation)
  • Javascript: Plotly, D3, Leaflet, CanvasJS
  • HTML & CSS: Bootstrap
  • JSON & GEOJSON
  • Excel

Our Team