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TwitterAnalyzer.py
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TwitterAnalyzer.py
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__author__ = 'Miraç Aknar'
import datetime
from TwitterFetcher import TwitterFetcher
class TwitterAnalyzer:
def __init__(self):
self.twitter_fetcher = TwitterFetcher()
# end
def get_intersection_of_followers_and_followings(self, followers, followings):
intersection = 0
for follower in followers:
for following in followings:
if follower.twitter_id == following.twitter_id:
intersection += 1
return intersection
# end of get_...
def get_post_days(self, tweets):
days = [0, 0, 0, 0, 0, 0, 0]
for tweet in tweets:
day = datetime.datetime.weekday(tweet.created_at)
days[day] = days[day] + 1
return days
# end of get...
def get_post_hours(self, tweets):
hours = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
for tweet in tweets:
hour = tweet.created_at.hour - 7
hours[hour] += 1
return hours
# end
def get_most_favorited(self, favorites):
all_favorites = {}
for favorite in favorites:
if str(favorite.target_id) in all_favorites.keys():
all_favorites[str(favorite.target_id)] += 1
else:
all_favorites[str(favorite.target_id)] = 1
sorted_list = sorted(all_favorites, key=lambda key: all_favorites[key], reverse=True)
users = []
favorite_numbers = []
for i in range(0, 10):
try:
user = self.twitter_fetcher.get_twitter_user(twitter_id=sorted_list[i])
users.append(user)
favorite_numbers.append(all_favorites[sorted_list[i]])
except:
break
return_dict = {"favorite_users": users, "favorite_numbers": favorite_numbers}
return return_dict
def get_most_retweeted(self, retweets):
all_retweeteds = {}
for retweet in retweets:
if str(retweet.target_id) in all_retweeteds.keys():
all_retweeteds[str(retweet.target_id)] += 1
else:
all_retweeteds[str(retweet.target_id)] = 1
sorted_list = sorted(all_retweeteds, key=lambda key: all_retweeteds[key], reverse=True)
users = []
retweeted_numbers = []
for i in range(0, 10):
try:
user = self.twitter_fetcher.get_twitter_user(twitter_id=sorted_list[i])
users.append(user)
retweeted_numbers.append(all_retweeteds[sorted_list[i]])
except:
break
return_dict = {"retweeted_users": users, "retweeted_numbers": retweeted_numbers}
return return_dict