README.md

metadata

configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train.csv
      - split: test
        path: data/test.csv
license: cc-by-4.0
language:
  - en
tags:
  - pm2.5
  - pollution
  - meteorological
size_categories:
  - 1M<n<10M

Delhi Pollution Dataset

Duration: Nov 2020 - Jan 2021

Mean PM2.5: 212.67

Dataset Contents:

deviceId, dateTime, lat, long, pressure, temperature, humidity, pm1_0, pm2_5, pm10

Dataset variants

1.Raw(PM) : Contains spatio-temporal raw PM data

2.Raw(PM+Met) : Contains spatio-temporal raw PM and meteorological data

3.Clean(PM+Met) : Contains spatio-temporal cleaned PM and meteorological data (with wrong lat-long samples removed)

4.Grid(PM+Met) : Average the cleaned dataset over spatio-temporal grids of 1km x 1km x 1hr

Website: https://www.cse.iitd.ac.in/pollutiondata

This dataset is collected by IIT-Delhi. For any queries, kindly contact: riju@cse.iitd.ac.in