Scraping www.timeanddate.com web with bs4 tool in python for London weather of 7 years. "YearLondon_Weather" is cleand data which I used it for models has 10222 records.
I got two different types of data - Actually they have different date and hours split (raw data):
- cleaned the data with separate months and days and some extra strings like wind units along with their numbers (dataset folder)
Analyse features (process_data) :
- Temp, Barometer and Humidity changes in 7 years:
Test some ML models, RNN and LSTM models on dataset that you can see some results here.
- Result of RNN:
- Result of LSTM:
