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#smumods done scraping hundreds of a Single Page App website. Learnt loads. Ask me anything on scrapers if you want to.
make my scrapers do my manual work for me saving 1000+ hours of work #smumods
Look up how scraping works 
#competeai
more scraper work and I finally figured out how to work around a few issues I couldn't quite wrap my brain around.
make run scrapping for a bit and try to debug it
implemented scraping from posts 
#scrapebook
Had a discussion about web scraping and upcoming project!
do some scrapping 
#honesttribe
finally finished scraper and data looks good. a few hard refactors but I have a pretty good handle on spatula now.
working on some a few scrapers for pulling in data vs. just using sheets 
#daysuntillatenight
working with Pandas (Python) to update a few existing scrapers. It's really, really nice but I ran into a bug trying to pull URLs that I don't want to think about right now.
continue work on scrapers 
#pagesonpages
build more scrapers #pagesonpages
worked on how to test/keep a scraping project updated more easily
discuss with friend on how to save space for scraping 
#url2format
More building a scraping leads csv files
Start work on first scraper 
#plumberjobs
built two more article scrapers using spatula. It's really nice.