main_plus_extras - Average completion time of 'Main + Extras' in hours.main_story - Average completion time of 'Main Story' in hours.The HLTB_Game_Spider extracts columns (post-cleaning): The HLTB_Completions_Spider in hltb-completions.py scrapes all user-submitted completion entries for each of the same game (although some have no entries and therefore will be missing). The HLTB_Game_Spider in hltb-game.py scrapes all games available through the website's search functionality. This project is part of my venture into the world of data science. This project scrapes all known games (at the time of writing) on the website, extracting the game data as well as all existing completion entries. While ripe with data, it's unfortunately lacking an API. HowLongToBeat (HLTB) is a great website for discovering times that people take to complete games. A web spider that crawls HowLongToBeat to extract game and completion time data.Ī big thank you to HowLongToBeat for providing such a great service with such rich data.
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