#Stem hacks webscraper 1st place code

moviesВ tells pandas to go to the columnВ us_grossMillionsВ in our DataFrame.WeвЂ™ll be assigning our new cleaned up data to our us_grossMillionsВ column. moviesВ is our gross data in our movies DataFrame.Looks like we have some unwanted elements in our data: dollar signs,Ms,В mins, commas, parentheses, and extra white space in the Metascores. So far so good, but we arenвЂ™t quite there yet. us_gross.append(grosses)В tells the scraper to take what we found and stored in grossesВ and to add it into our empty list called us_grossesВ (which we created in the beginning).But if the data thatвЂ™s stored in nvВ isnвЂ™t greater than one - meaning if the gross is missing - then put a dash there. nv.text if len(nv) > 1 else вЂ-вЂ™В says if the length of nvВ is greater than one, then find the second datum thatвЂ™s stored.

#Stem hacks webscraper 1st place code

nvВ tells the scraper to go into the nvВ tag and grab the second data in the list - which isВ grossВ becauseВ grossВ comes second in our HTML code.grossesВ is the variable weвЂ™ll use to store the gross we find in the nvВ tag.votes.append(vote)В tells the scraper to take what we found and stored in voteВ and to add it into our empty list called votesВ (which we created in the beginning).textВ tells the scraper to grab that text.nvВ tells the scraper to go into the nvВ tag and grab the first data in the list - which are the votes becauseВ votesВ comes first in our HTML code (computers count in binary - they start count at 0, not 1).voteВ is the variable weвЂ™ll use to store the votes we find in the nvВ tag.( вЂspanвЂ™, attrs = вЂnameвЂ™ : вЂ™nvвЂ™)В is how we can grab attributes of that specific tag.find_all()В is the method weвЂ™ll use to grab both of the В tags.containerВ is what we used in our forВ loop for iterating over each time.nvВ is an entirely new variable weвЂ™ll use to hold both the votes and the gross В tags.