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twitter_trends.py
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twitter_trends.py
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from untitled1 import Trend, db
def get_json_tweets():
try:
import datetime
import tweepy
import json
from ttp import ttp
import operator
consumer_key = ''
consumer_secret = ''
access_token = ''
access_token_secret = ''
handle={}
trend_setter={}
def trend_search(hash_list):
consumer_key = ''
consumer_secret = ''
access_token = ''
access_token_secret = ''
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth)
json_response={}
for hash in hash_list:
q=hash+" -RT"
print q
alltweets=api.search(q,count=5,result_type='recent')
allvideos=api.search(hash,count=2,result_type='popular',filter="videos")
allnews=api.search(hash,count=3,result_type='news')
list=[]
for news in allnews:
list.append(api.get_oembed(news.id))
for video in allvideos:
list.append(api.get_oembed(video.id))
#print json.dumps(api.get_oembed(allnews[0].id))
for tweets in alltweets:
list.append(api.get_oembed(tweets.id))
json_response[hash]=list
# buzz = json.dumps(json_response)
trend = Trend.query.filter_by(id=1).first()
trend.buzz = json_response
db.session.commit()
p = ttp.Parser()
def get_all_tweets(screen_name):
alltweets = []
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth)
new_tweets = api.user_timeline(screen_name = screen_name,count=200)
alltweets.extend(new_tweets)
oldest = alltweets[-1].id - 1
while len(new_tweets) > 0:
try:
print(screen_name)
print "getting tweets before %s" % (oldest)
new_tweets = api.user_timeline(screen_name = screen_name,count=200,max_id=oldest)
alltweets.extend(new_tweets)
oldest = alltweets[-1].id - 1
print "...%s tweets downloaded so far" % (len(alltweets))
if ( datetime.datetime.now().timetuple().tm_yday-alltweets[-1].created_at.timetuple().tm_yday)>4:
break
except:
pass
data=[]
for tweet in alltweets:
if "#ICYMI" not in tweet.text:
if len(p.parse(tweet.text).tags) :
url_list=[]
for url in tweet.entities['urls']:
if 'twitter' in url['expanded_url']:
continue
url_list.append(url['expanded_url'])
data.append([tweet.created_at,(p.parse(tweet.text).tags),url_list,tweet.text])
#print([tweet.created_at,(p.parse(tweet.text).tags),url_list])
cur_date=datetime.datetime.now()
for d in data:
for hash in d[1]:
for url in d[2]:
#print d[1]
if hash not in handle:
handle[hash]=set()
handle[hash].add(screen_name)
else:
handle[hash].add(screen_name)
if hash not in trend_setter:
#print(hash+"adding with "+url+"\n")
trend_setter[hash]=set()
trend_setter[hash].add((url,(cur_date-d[0]).total_seconds()//3600))
else :
#print(hash+"apending with"+ url+"\n")
trend_setter[hash].add((url,(cur_date-d[0]).total_seconds()//3600))
#print(trend_setter[hash])
#print(data)
if __name__ == '__main__':
#pass in the username of the account you want to download
print(datetime.datetime.now().second)
get_all_tweets("ndtv")
get_all_tweets("firstpost")
get_all_tweets("htTweets")
get_all_tweets("timesofindia")
get_all_tweets('ibnlive')
freq_dict={}
for key, value in trend_setter.iteritems():
freq_dict[key]=len(value)
ranking={}
for key, value in trend_setter.iteritems():
if len(handle[key])>1:
sums=0.0
for tuple in value:
sums+=tuple[1]
ranking[key]=(1+0.0)/len(value)+(sums/len(value))/105
sorted_x = sorted(ranking.items(), key=operator.itemgetter(1))
# for i,x in enumerate(sorted_x):
# print "rank : "+str(i)+ " hashtag : #"+str(x[0])+" seed: "+str(x[1])+"\n"
data=[]
for i,x in enumerate(sorted_x):
sorted_urls=sorted(trend_setter[x[0]],key=operator.itemgetter(1))
data.append([str(i+1),"#"+str(x[0]),str(x[1])," "+str(sorted_urls)])
count=0
send=[]
for d in data:
if count<5:
send.append(d[1])
else:
break
count=count+1
return trend_search(send)
except Exception as e:
print e
pass
get_json_tweets()
#print json