Project 3: Sharing Dataset on Kaggle

tom-clancys-rainbow-six-siege on kaggle

For this project I have selected a game Leaderboard website that contains the stats of over than 17 million player (wins, time played….). the idea of selecting this website is to see what is the important skills that top players have in common . I am going to do Web-scrapeing on R6Tracker website

Web Scraping

So first thing I am going to take 849 leaderboard page

getting leaderboards pages

from time import sleep
driver = webdriver.Chrome('chromedriver.exe')
driver.get('https://r6.tracker.network/leaderboards/pvp-season/psn/Mmr?region=-1&season=17')
for i in range(849):
    # create browser obj
    lst_.append(driver.page_source)
    # access search box 
    next_ = driver.find_element_by_link_text("Next")
    sleep(2)
    next_.click()
    sleep(2)

getting players stat

stats_pages  = []
try:
    for nm in all_names :
        for elm in [requests.get(f'https://r6.tracker.network/profile/psn/{nm}')]:
            stats_pages.append(elm.text)
except Exception as e :
    pass 

data description

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Feature	Type	Description
player_name	object	unique name for every player in playstion network
kills	int	The number of kills the player have
deaths	int	The number of deaths the player have
wins	int	The number of wins the player have
losess	int	The number of losess the player have
xp	float	The number of points the player earned
headshots	int	the number of kills in the head player did
melee	int	The number melee killd
games_played	int	The Number of games player played
time_played	int	The amount of time spent

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