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a way to find the primary language preference of github users based on the primary language of the repos they contribute too. This assumes you have the guthub username or login name
import requests
import json
import pprint
def user_name(json_string):
user = json.loads(str(json_string))
return user.get("login")
def all_users(filename):
users = []
with open(filename) as f:
users = [user_name(line) for line in f]
return users
def user_commits(user):
r = requests.get('https://api.github.com/users/%s/repos?client_id=XXXX&client_secret=YYYY' % user)
repos = json.loads(r.content)
return repos
def get_language(repo):
return repo.get("language", None)
def language_count(langs):
return {x: langs.count(x) for x in set(langs)}
def get_user_language(repos):
langs = [get_language(repo) for repo in repos]
return language_count(langs)
if __name__ == '__main__':
users = all_users("github_emails_data.jl")
import time
for user in users:
time.sleep(5)
user_repos = user_commits(user)
repo_languages = get_user_language(user_repos)
print(user, repo_languages)
with open("user_commits.out", "a+") as fw:
fw.write(", ".join([user, str(repo_languages)]))
fw.write("\n")
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