Scraper that collects weather data from tutiempo.net for the Limpopo region in South Africa
The source: https://en.tutiempo.net/climate/south-africa.html
scrape.py will go through the webpages starting from the year 2000 and find locations within the Limpopo region using
26.395269 < longitude < 31.844487
and
-25.368371 < lat < -22.133315
as the boundaries. It will then write all of the data on that page to a csv.
usage: scrape.py
After all the data is collected to a csv nonull.py with create a new csv that removes the data from days where there was no weather. Additionally, it removes irrelevant data such as wind speed.
usage: nonull.py
The two must be run in that order or they will not give you the correct results.