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saptak/frequency.py

Last active October 5, 2015 16:37
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Twitter Sentiment Python
Raw
frequency.py
import sys
import json
def main():
tweet_file = open(sys.argv[1])
terms_freq = {}
totterm = 0.0
for line in tweet_file:
tweet=json.loads(line)
if 'text' in tweet.keys():
words=tweet["text"].split()
for word in words:
if word not in terms_freq:
terms_freq[word]=1
else:
terms_freq[word]+=1
totterm +=1
for word in terms_freq.keys():
freq = terms_freq[word]/totterm
print (word + ' ' + str(freq)).encode('utf-8')
print str(totterm)
if __name__ == '__main__':
main()
Raw
happiest_state.py
import sys
import json
import operator
def main():
sent_file = open(sys.argv[1])
tweet_file = open(sys.argv[2])
senti = {}
for line in sent_file:
word, sent = line.split("\t")
senti[word] = int(sent)
happi={}
for line in tweet_file:
tweet = json.loads(line)
if 'place' in tweet.keys() and tweet["place"] is not None and mystr["place"]["country_code"]=='US':
if 'user' in tweet.keys() and tweet["user"] is not None and tweet["user"]["location"] is not None:
place=tweet["user"]["location"].split(' ')
if len(place)==2 and len(place[1])==2:
if 'text' in tweet.keys():
totsenti=0.0
words = tweet["text"].split()
for word in words:
if word in senti:
totsenti+=senti[word]
if place[1] not in happi:
happi[place[1]]=totsenti
else:
happi[place[1]]+=totsenti
if len(happi.keys())>0:
max_happi=max(happi.iteritems(), key=operator.itemgetter(1))[0]
print str(happi)
else:
print 'US'
if __name__ == '__main__':
main()
Raw
problem_1_submission.txt
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Raw
term_sentiment.py
import sys
import json
def remove_duplicate(inp):
exist_wrd = set()
return [x for x in inp if x not in exist_wrd and not exist_wrd.add(x)]
def lines(fp):
print str(len(fp.readlines()))
def main():
sent_file = open(sys.argv[1])
tweet_file = open(sys.argv[2])
senti = {}
new_senti = {}
for line in sent_file:
word, sent = line.split("\t")
senti[word]= int(sent)
for line in tweet_file:
totsenti = 0.0
tweet = json.loads(line)
if 'text' in tweet.keys():
words = tweet["text"].split()
new_words=remove_duplicate(words)
for word in words:
if word in senti:
totsenti+=senti[word]
new_words_count = len(new_words)
for word in new_words:
freq = words.count(word)
new_senti_n=totsenti*10/new_words_count*freq
new_senti[word]=new_senti_n
for word in words:
print (word + ' ' + str(new_senti[word])).encode('utf-8')
if __name__ == '__main__':
main()
Raw
tweet_sentiment.py
import sys
import json
def main():
sent_file = open(sys.argv[1])
tweet_file = open(sys.argv[2])
senti = {}
for line in sent_file:
word, sent = line.split("\t")
senti[word]= int(sent)
for line in tweet_file:
totsenti = 0
tweet=json.loads(line)
if len(tweet.keys())>1:
if 'text' in tweet.keys():
words=tweet["text"].split()
for word in words:
if word in senti:
totsenti+=senti[word]
print str(totsenti)
if __name__ == '__main__':
main()
Raw
twitterstream.py
import oauth2 as oauth
import urllib2 as urllib
# See assignment1.html instructions or README for how to get these credentials
api_key = "HBp3uqfqgxoifYaEpfAYtR19f"
api_secret = "JcvllAp15vGgJyFOOFn7IZmbml1Gh0eD9oIAiE4EnmJZ8QabNR"
access_token_key = "7102592-lE3XblWSlPBoL1IS3VOgAbyhKDjhkIf4cW800LLSKp"
access_token_secret = "Bi6HFH3uCUMy5fuH1JDs0KdGTDEfPu9BrUJ6kE8Tm7ttq"
_debug = 0
oauth_token = oauth.Token(key=access_token_key, secret=access_token_secret)
oauth_consumer = oauth.Consumer(key=api_key, secret=api_secret)
signature_method_hmac_sha1 = oauth.SignatureMethod_HMAC_SHA1()
http_method = "GET"
http_handler = urllib.HTTPHandler(debuglevel=_debug)
https_handler = urllib.HTTPSHandler(debuglevel=_debug)
'''
Construct, sign, and open a twitter request
using the hard-coded credentials above.
'''
def twitterreq(url, method, parameters):
req = oauth.Request.from_consumer_and_token(oauth_consumer,
token=oauth_token,
http_method=http_method,
http_url=url,
parameters=parameters)
req.sign_request(signature_method_hmac_sha1, oauth_consumer, oauth_token)
headers = req.to_header()
if http_method == "POST":
encoded_post_data = req.to_postdata()
else:
encoded_post_data = None
url = req.to_url()
opener = urllib.OpenerDirector()
opener.add_handler(http_handler)
opener.add_handler(https_handler)
response = opener.open(url, encoded_post_data)
return response
def fetchsamples():
url = "https://stream.twitter.com/1/statuses/sample.json"
parameters = []
response = twitterreq(url, "GET", parameters)
for line in response:
print line.strip()
if __name__ == '__main__':
fetchsamples()
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