https://github.com/iampavangandhi/airqualityprediction
Air Quality Prediction
https://github.com/iampavangandhi/airqualityprediction
Last synced: 7 months ago
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Air Quality Prediction
- Host: GitHub
- URL: https://github.com/iampavangandhi/airqualityprediction
- Owner: iampavangandhi
- License: mit
- Created: 2021-01-27T07:10:38.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-02-07T14:00:02.000Z (over 4 years ago)
- Last Synced: 2025-01-17T07:45:00.876Z (9 months ago)
- Size: 1.22 MB
- Stars: 0
- Watchers: 2
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Air Quality Index (PM2.5) Prediction
## To create a predictive model of PM2.5 levels in New Delhi
The steps include: importing and cleaning the data, visualizing the features, implementing ML algorithms, evaluating the models and deploying the best few models in a web service.
Datasets:
* [Weather Data](https://www.ncei.noaa.gov/access/search/data-search/global-hourly?bbox=28.877,76.971,28.385,77.463&startDate=2017-01-01T00:00:00&endDate=2021-01-01T23:59:59) | [Data Description](https://www.ncei.noaa.gov/data/global-hourly/doc/isd-format-document.pdf)
* [AQI Data](https://openaq.org/#/location/8118)