/Modeling-Air-Pollution

Data for the paper "Modeling the Dynamics of Air Pollution: A Bayesian Approach on Large Scale Data"

MIT LicenseMIT

Modeling-Air-Pollution

Data for the paper "Modeling the Dynamics of Air Pollution: A Bayesian Approach on Large Scale Data"

  1. Main Dataset: aqi_city_data.csv

    Relevant Columns:

    • Date: Date of the sample
    • City: City of the sample
    • Specie: Type of pollutant
    • Median: Median value of the pollutant for the day
    • mil_miles: Total vehicle travel distance for the sample
    • past_week_avg_miles: Average vehicle travel distance for last 7 days
    • pp_feat: Calculated feature for the influence of neighboring power plants
  2. Power Plant Generation and Location Dataset: pp_gen_data.csv

    Relevant Columns:

    • Month: Month of the data
    • Netgen: Net generation for that month.