Predicting PM25 at Hyderabad
This is a flask app built using SQL Alchemy. This app predicts the PM25 air pollutant for the next few days in Hyderabad.
Air pollution is a big issue in Hyderabad, and I have built a Machine learning app that predicts the amount of PM25 particles in air. That ARIMA ML model is deployed using
pythoneverywhere and the data is stored at
ElephantDB.
This data is shown using ORM and Flask in this app.
The data gets updated everyday at 1:05 GMT.
Dashboard
Blog
API Documentation
The stored data can be accessed using Rest API using two ways:
| API | Description | Parameters | Type |
| get_last_n_days_data | Get n actual and (ARIMA) predictions from any date |
date='YYYY-MM-DD' & n= no of days |
GET |
| get_complete_historic_data | Get last n days actual values |
n= no of past days of data |
GET |