pollen prediction by azure

Predict the amount of pollen by Azure Machine Learning.

Training data

Download from Hanako-san.

Hanako-san

Model

Liner Regression Model.

pollen prediction

• input

• time(1-24)

• Prefecture(1-47)

• wind direction(0-16)

• wind speed

• temperature

• rain(mm/h)

• output

• amount of pollen (number of pollen/m3)

As Application

1. Predict the weather by OpenWeatherMap API
2. Predict the amount of poller by weather data of 1.
3. Then, you can get "poller amount prediction".

To run the application.

python application.py

! Before executing the script, You have to create api_keys.py as below.

FORECAST_URL = "http://api.openweathermap.org/data/2.5/forecast?q={0}&units=metric"
AZURE_ML_URL = "<Your API URL>"
AZURE_ML_KEY = "<Your API's Key>"