This repo contains code to scrape the code for each of the 7 editions of PSL using cricinfo. The code exists both as aa single jupyter notebook or structured python code that you can run to extract all the data and store it as a CSV.
The second cell contains the link to all PSL series match result page. If you plan to run this code in the future on new versions of PSL, please just make an entry into the dictionary psl_urls with the new year and its cricinfo result page URL.
The code is quite straight forward and there are basic comments, if you still have questions feel free to hit me up on my twitter @hj576