From 46a6fe86d4877d4962ec0a3b38d0ec5eb4cc3328 Mon Sep 17 00:00:00 2001 From: kutsumigit Date: Sat, 14 Mar 2015 22:50:00 -0700 Subject: [PATCH 1/2] asdfaf --- 1_1/1_1_concatenate_into_streamT.py | 59 + 1_1/1_1_concatenate_into_streamT.py~ | 59 + 1_1/1_1_store_tweets_into_db_streamT.py | 59 + 1_1/1_1_store_tweets_into_db_streamT.py~ | 59 + 1_2/1_2_fill_db_tweets.py | 42 + 1_2/1_2_fill_db_tweets.py~ | 42 + 2_1/.hello.txt.swp | Bin 0 -> 16384 bytes 2_1/2_1_get_top_30_retweets.py | 104 ++ 2_1/2_1_get_top_30_retweets.py~ | 104 ++ 2_1/final_top30_retweets.txt | 120 ++ 2_1/old_please_ignore/test.py | 91 ++ 2_1/old_please_ignore/top30WithFollowers.txt | 29 + 2_1/old_please_ignore/topTweet.txt | 1309 +++++++++++++++++ 2_1/test.py~ | 102 ++ 2_2/2_2_lexical_diversity.py | 100 ++ 2_2/2_2_lexical_diversity.py~ | 100 ++ 2_2/2_2_plot_lexical_diversity.py | 51 + 2_2/2_2_plot_lexical_diversity.py~ | 49 + 2_2/lex_div_histo.png | Bin 0 -> 14784 bytes 2_3/2_3_followers_after_week.py | 79 + 2_3/2_3_followers_after_week.py~ | 79 + 2_3/2_3_get_followers_for_top_retweeters.py | 82 ++ 2_3/2_3_get_followers_for_top_retweeters.py~ | 82 ++ 2_3/2_3_get_unfollowers_after_week.py | 165 +++ 2_3/2_3_get_unfollowers_after_week.py~ | 165 +++ 2_3/Log_unfollowed_user_list.txt | 555 +++++++ 2_3/log.txt~ | 560 +++++++ .../log_2_3_after_first_run.txt | 25 + .../log_2_3_after_second_run.txt | 44 + ..._3_after_second_run_whichstuckfo6hours.txt | 3 + .../log_2_3_after_week_first_run.txt | 0 ...nal_compare_num_followers_before_and_after | 21 + .../test_examine_db_followers.py | 75 + 2_3/test_examine_db_followers.py~ | 75 + 3_1/3_1_load_backup_from_S3.py~ | 0 3_1/3_1_restore_backup_from_S3.py | 91 ++ 3_1/3_1_restore_backup_from_S3.py~ | 91 ++ 3_1/3_1_store_backup_to_S3.py | 117 ++ 3_1/3_1_store_backup_to_S3.py~ | 117 ++ 3_1/3_1_store_backup_to_S3~ | 0 3_1/TweetSerializer.py | 84 ++ 3_1/TweetSerializer.pyc | Bin 0 -> 2644 bytes 3_1/TweetSerializer.py~ | 83 ++ README.md | 49 +- README.md~ | 48 + ReadMe_Assignment3.pdf | Bin 0 -> 577568 bytes test_please_disregard/fill_db_streamT.py | 49 + test_please_disregard/fill_db_streamT.py~ | 49 + test_please_disregard/fill_db_tweets.py | 31 + test_please_disregard/histTest.txt~ | 0 test_please_disregard/histoTest.txt | 8 + test_please_disregard/myTestFor2_3.py | 56 + test_please_disregard/myTestFor2_3.py~ | 56 + .../original_2_2_get_top30tweets.py | 74 + test_please_disregard/test.py | 49 + test_please_disregard/test.py~ | 49 + test_please_disregard/test_dbStream.py | 34 + test_please_disregard/test_plot.py | 15 + test_please_disregard/test_plot.py~ | 14 + test_please_disregard/test_s3.py | 29 + test_please_disregard/test_s3.py~ | 29 + 61 files changed, 5663 insertions(+), 48 deletions(-) create mode 100644 1_1/1_1_concatenate_into_streamT.py create mode 100644 1_1/1_1_concatenate_into_streamT.py~ create mode 100644 1_1/1_1_store_tweets_into_db_streamT.py create mode 100644 1_1/1_1_store_tweets_into_db_streamT.py~ create mode 100644 1_2/1_2_fill_db_tweets.py create mode 100644 1_2/1_2_fill_db_tweets.py~ create mode 100644 2_1/.hello.txt.swp create mode 100644 2_1/2_1_get_top_30_retweets.py create mode 100644 2_1/2_1_get_top_30_retweets.py~ create mode 100644 2_1/final_top30_retweets.txt create mode 100644 2_1/old_please_ignore/test.py create mode 100644 2_1/old_please_ignore/top30WithFollowers.txt create mode 100644 2_1/old_please_ignore/topTweet.txt create mode 100644 2_1/test.py~ create mode 100644 2_2/2_2_lexical_diversity.py create mode 100644 2_2/2_2_lexical_diversity.py~ create mode 100644 2_2/2_2_plot_lexical_diversity.py create mode 100644 2_2/2_2_plot_lexical_diversity.py~ create mode 100644 2_2/lex_div_histo.png create mode 100644 2_3/2_3_followers_after_week.py create mode 100644 2_3/2_3_followers_after_week.py~ create mode 100644 2_3/2_3_get_followers_for_top_retweeters.py create mode 100644 2_3/2_3_get_followers_for_top_retweeters.py~ create mode 100644 2_3/2_3_get_unfollowers_after_week.py create mode 100644 2_3/2_3_get_unfollowers_after_week.py~ create mode 100644 2_3/Log_unfollowed_user_list.txt create mode 100644 2_3/log.txt~ create mode 100644 2_3/old_please_disregard/log_2_3_after_first_run.txt create mode 100644 2_3/old_please_disregard/log_2_3_after_second_run.txt create mode 100644 2_3/old_please_disregard/log_2_3_after_second_run_whichstuckfo6hours.txt create mode 100644 2_3/old_please_disregard/log_2_3_after_week_first_run.txt create mode 100644 2_3/old_please_disregard/log_final_compare_num_followers_before_and_after create mode 100644 2_3/old_please_disregard/test_examine_db_followers.py create mode 100644 2_3/test_examine_db_followers.py~ create mode 100644 3_1/3_1_load_backup_from_S3.py~ create mode 100644 3_1/3_1_restore_backup_from_S3.py create mode 100644 3_1/3_1_restore_backup_from_S3.py~ create mode 100644 3_1/3_1_store_backup_to_S3.py create mode 100644 3_1/3_1_store_backup_to_S3.py~ create mode 100644 3_1/3_1_store_backup_to_S3~ create mode 100644 3_1/TweetSerializer.py create mode 100644 3_1/TweetSerializer.pyc create mode 100644 3_1/TweetSerializer.py~ create mode 100644 README.md~ create mode 100644 ReadMe_Assignment3.pdf create mode 100644 test_please_disregard/fill_db_streamT.py create mode 100644 test_please_disregard/fill_db_streamT.py~ create mode 100644 test_please_disregard/fill_db_tweets.py create mode 100644 test_please_disregard/histTest.txt~ create mode 100644 test_please_disregard/histoTest.txt create mode 100644 test_please_disregard/myTestFor2_3.py create mode 100644 test_please_disregard/myTestFor2_3.py~ create mode 100644 test_please_disregard/original_2_2_get_top30tweets.py create mode 100644 test_please_disregard/test.py create mode 100644 test_please_disregard/test.py~ create mode 100644 test_please_disregard/test_dbStream.py create mode 100644 test_please_disregard/test_plot.py create mode 100644 test_please_disregard/test_plot.py~ create mode 100644 test_please_disregard/test_s3.py create mode 100644 test_please_disregard/test_s3.py~ diff --git a/1_1/1_1_concatenate_into_streamT.py b/1_1/1_1_concatenate_into_streamT.py new file mode 100644 index 0000000..7f6357a --- /dev/null +++ b/1_1/1_1_concatenate_into_streamT.py @@ -0,0 +1,59 @@ +#Kasane Utsumi - 3/14/2015 +#1_1_concatenate_into_streamT.py +#This code dumps all seven collections starting with db_streamT%StartDate% (%StartDate% is a passed command line argument) into db_streamT + +import os +import json +import pymongo +import sys +from bson.json_util import dumps + +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +#clear table +db_streamT.drop() + +stream1 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[1]] +stream2 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[2]] +stream3 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[3]] +stream4 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[4]] +stream5 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[5]] +stream6 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[6]] +stream7 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[7]] + +#get total count for all collection so I can compare with count of db_streamT after filling it up so I know that concatenation was successful. +individualTotal = stream1.find().count() + stream2.find().count() + stream3.find().count() + stream4.find().count() + stream5.find().count() + stream6.find().count() + stream7.find().count() + + +#clear the current content +db_streamT.drop() + +def addThisCollection(collection): + for content in collection.find(): + db_streamT.insert(content) + +addThisCollection(stream1) +addThisCollection(stream2) +addThisCollection(stream3) +addThisCollection(stream4) +addThisCollection(stream5) +addThisCollection(stream6) +addThisCollection(stream7) + +print "individual total is " + str(individualTotal) +print "StreamT length is " + str(db_streamT.find().count()) +print "Number of items match?: " + str(individualTotal == db_streamT.find().count()) + diff --git a/1_1/1_1_concatenate_into_streamT.py~ b/1_1/1_1_concatenate_into_streamT.py~ new file mode 100644 index 0000000..7f6357a --- /dev/null +++ b/1_1/1_1_concatenate_into_streamT.py~ @@ -0,0 +1,59 @@ +#Kasane Utsumi - 3/14/2015 +#1_1_concatenate_into_streamT.py +#This code dumps all seven collections starting with db_streamT%StartDate% (%StartDate% is a passed command line argument) into db_streamT + +import os +import json +import pymongo +import sys +from bson.json_util import dumps + +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +#clear table +db_streamT.drop() + +stream1 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[1]] +stream2 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[2]] +stream3 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[3]] +stream4 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[4]] +stream5 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[5]] +stream6 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[6]] +stream7 = mongoConnection['twitter_analyzer']['db_streamT' + sys.argv[7]] + +#get total count for all collection so I can compare with count of db_streamT after filling it up so I know that concatenation was successful. +individualTotal = stream1.find().count() + stream2.find().count() + stream3.find().count() + stream4.find().count() + stream5.find().count() + stream6.find().count() + stream7.find().count() + + +#clear the current content +db_streamT.drop() + +def addThisCollection(collection): + for content in collection.find(): + db_streamT.insert(content) + +addThisCollection(stream1) +addThisCollection(stream2) +addThisCollection(stream3) +addThisCollection(stream4) +addThisCollection(stream5) +addThisCollection(stream6) +addThisCollection(stream7) + +print "individual total is " + str(individualTotal) +print "StreamT length is " + str(db_streamT.find().count()) +print "Number of items match?: " + str(individualTotal == db_streamT.find().count()) + diff --git a/1_1/1_1_store_tweets_into_db_streamT.py b/1_1/1_1_store_tweets_into_db_streamT.py new file mode 100644 index 0000000..58a1943 --- /dev/null +++ b/1_1/1_1_store_tweets_into_db_streamT.py @@ -0,0 +1,59 @@ +#Kasane Utsumi - 3/14/2015 +#1_1_store_tweets_into_db_streamT.py +#This file retrieves tweets by search term “"#microsoft OR #mojang" specified by date range and dumps them into db_streamT%StartDate%(replace ‘%StartDate%’ with start date that was passed to the command.) database. + +import tweepy +import urllib +import pymongo +import sys +import json +from bson.json_util import dumps +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + + +#configure tweepy +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_handler=auth,wait_on_rate_limit=True,wait_on_rate_limit_notify=True) + +#get string to search for and start and end date from urllib +q = urllib.quote_plus("#microsoft OR #mojang") +start = urllib.quote_plus(sys.argv[1]) +end = urllib.quote_plus(sys.argv[2]) + +#set up mongodb collection +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables - will create separate table for each day and merge all of the tables into db_streamT later. +#I will do this so that if error happens while getting tweets for one day I don't have to run the program +# for entire week again. +database = mongoConnection['twitter_analyzer'] +db_streamT = database['db_streamT' + start] + +#clean table is there are any data +db_streamT.drop() + +# Additional query parameters: +# since: {date} +# until: {date} +# Just add them to the 'q' variable: q+" since: 2014-01-01 until: 2014-01-02" + +try: + for tweet in tweepy.Cursor(api.search,q=q+" since:" + start + " until:" + end).items(): + db_streamT.insert(tweet._json) +except: + print "tweet retrieval failed, exiting" + exit() diff --git a/1_1/1_1_store_tweets_into_db_streamT.py~ b/1_1/1_1_store_tweets_into_db_streamT.py~ new file mode 100644 index 0000000..198558c --- /dev/null +++ b/1_1/1_1_store_tweets_into_db_streamT.py~ @@ -0,0 +1,59 @@ +#Kasane Utsumi - 3/14/2015 +#1_1_store_tweets_into_db_streamT.py +#This file retrieves tweets by search term “"#microsoft OR #mojang" specified by date range and dumps them into db_streamT%StartDate%(replace ‘%StartDate%’ with start date that was passed to the command.) database. + +import tweepy +import urllib +import pymongo +import sys +import json +from bson.json_util import dumps +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + + +#configure tweepy +consumer_key = "10G4NlBUpM9nusmE9nSoeGQnk" +consumer_secret = "KcH2Ykf253L0tTCuzIyqDUPnkEZ7mZhIiHCYiS84LbZNCsQwRu" +access_token = "2988143343-waN3T7DFy7j0Yn95hDdXOMLpdRfHzG66SnOZlHO" +access_token_secret = "TDd8WId2f7Cw8jDLdPcjJRM5lTlMGYiuLjUl1ped21euS" + +auth = tweepy.OAuthHandler(consumer_key, consumer_secret) +auth.set_access_token(access_token, access_token_secret) +api = tweepy.API(auth_handler=auth,wait_on_rate_limit=True,wait_on_rate_limit_notify=True) + +#get string to search for and start and end date from urllib +q = urllib.quote_plus("#microsoft OR #mojang") +start = urllib.quote_plus(sys.argv[1]) +end = urllib.quote_plus(sys.argv[2]) + +#set up mongodb collection +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables - will create separate table for each day and merge all of the tables into db_streamT later. +#I will do this so that if error happens while getting tweets for one day I don't have to run the program +# for entire week again. +database = mongoConnection['twitter_analyzer'] +db_streamT = database['db_streamT' + start] + +#clean table is there are any data +db_streamT.drop() + +# Additional query parameters: +# since: {date} +# until: {date} +# Just add them to the 'q' variable: q+" since: 2014-01-01 until: 2014-01-02" + +try: + for tweet in tweepy.Cursor(api.search,q=q+" since:" + start + " until:" + end).items(): + db_streamT.insert(tweet._json) +except: + print "tweet retrieval failed, exiting" + exit() diff --git a/1_2/1_2_fill_db_tweets.py b/1_2/1_2_fill_db_tweets.py new file mode 100644 index 0000000..9779cd0 --- /dev/null +++ b/1_2/1_2_fill_db_tweets.py @@ -0,0 +1,42 @@ +#Kasane Utsumi - 3/14/2015 +#1_2_fill_db_tweets.py +#This file takes all tweets (with entire tweet information in json format) from db_streamT and stores tweet text ONLY into db_tweets collection. + +import os +import json +import pymongo +from bson.json_util import dumps +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +signal.signal(signal.SIGINT, interrupt) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +if db_streamT == None + print "db_streamT not found! exiting..." + exit() + +db_tweets = mongoConnection['twitter_analyzer'].db_tweets + +#clear the current content +db_tweets.drop() + +#extract tweet from tweet json +for tJson in db_streamT.find(): + #print json.loads(dumps(tJson["text"])).encode('utf8') + tweetOnlyEntry = {"text" : json.loads(dumps(tJson["text"]))} + db_tweets.insert(tweetOnlyEntry) + +#check that addition happened fine +print "Does length of db_streamT equal that of db_tweets?" + str(db_streamT.find().count() == db_tweets.find().count()) diff --git a/1_2/1_2_fill_db_tweets.py~ b/1_2/1_2_fill_db_tweets.py~ new file mode 100644 index 0000000..9779cd0 --- /dev/null +++ b/1_2/1_2_fill_db_tweets.py~ @@ -0,0 +1,42 @@ +#Kasane Utsumi - 3/14/2015 +#1_2_fill_db_tweets.py +#This file takes all tweets (with entire tweet information in json format) from db_streamT and stores tweet text ONLY into db_tweets collection. + +import os +import json +import pymongo +from bson.json_util import dumps +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +signal.signal(signal.SIGINT, interrupt) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +if db_streamT == None + print "db_streamT not found! exiting..." + exit() + +db_tweets = mongoConnection['twitter_analyzer'].db_tweets + +#clear the current content +db_tweets.drop() + +#extract tweet from tweet json +for tJson in db_streamT.find(): + #print json.loads(dumps(tJson["text"])).encode('utf8') + tweetOnlyEntry = {"text" : json.loads(dumps(tJson["text"]))} + db_tweets.insert(tweetOnlyEntry) + +#check that addition happened fine +print "Does length of db_streamT equal that of db_tweets?" + str(db_streamT.find().count() == db_tweets.find().count()) diff --git a/2_1/.hello.txt.swp b/2_1/.hello.txt.swp new file mode 100644 index 0000000000000000000000000000000000000000..c95007cf2b2f5ce3f29600bedb833867fca86cb9 GIT binary patch literal 16384 zcmeHO+jAS&dEYorFKN2!9mf|##?fMcol4@IutxG0xV#{`&mM@*@Yp2tP_Qh+0^mIJ_1Nze6Sr9i8 zb~>&z6L$d34*(Z?7U%oU`F`K;`xZ)z%Tu!?d?Fy=@tcBh|7SkEbocj$1o@8yp}>#* zFCK;C%c^NRR2wxmKJ4_b6;8%1OU>y;rrZ9L@?S_N^Gwr>6ZVGvVdDm$4LmULz{lZ% z&kKH868V*UM;;(w`0b^SwWw4jqSgF>cH!#_x}#>zm6XGeE-kE%fJHz4-7mo@W8+W0}l*5Fz~>@0|O5XJTUOU zzykvh`~rG_W(46cF|SQt@Z0Z)Hk5axgx 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3/14/2015 +#2_1_get_top_retweets.py +#This retrieves top 30 tweets using information in db_tweets and db_streamT and them dump top 30 retweeted users into db_top30RetweetedUsers. +import os +import json +import pymongo +from bson.json_util import dumps +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +signal.signal(signal.SIGINT, interrupt) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_tweets = mongoConnection['twitter_analyzer'].db_tweets +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +db_retweets = mongoConnection['twitter_analyzer'].db_all_retweets +db_top30RetweetedUsers = mongoConnection['twitter_analyzer'].db_top30_users + +db_retweets.drop() +db_top30RetweetedUsers.drop() + +#create a dictionary of retweeted id is key, and number of occurrence as a value +retweetDict = dict() + +#also, dump all of the tweets into db_all_retweets so it would be easy to get user and location for top 30 later. + +for tJson in db_tweets.find(timeout=False): + + tweetText = tJson['text'] + + #print "tweet is " + tweetText.encode('utf8') + + if tweetText.startswith("RT"): # thi s could be retweet. Look in db_streamT to see if corresponding tweet has a retweeted_status + + #print "starts with RT" + + fullTweets = db_streamT.find({'text':tweetText}) + + for correspondingTweet in fullTweets: #iterate just in case if there is > 1 tweet with identical name + + if 'retweeted_status' in correspondingTweet: #Now we are sure that this is a retweet because of existence of retweeted_status + + retweet = correspondingTweet['retweeted_status'] + id = retweet['id'] + + #print "original tweet id" + str(id) + + retweetDBEntry = {"id" : id, "retweetJson" : retweet} + + db_retweets.insert(retweetDBEntry) + if id in retweetDict: + retweetDict[id] += 1 + else: retweetDict[id] = 1 + + +#check the dictionary to make sure it has what I want +#for key in retweetDict: +# if (retweetDict[key] >1): +# print str(key) + " " + str(retweetDict[key]) + +#convert retweetDict into tuples so I can sort by number of frequencies, then sort by frequncy +retweetTuple = sorted(tuple(retweetDict.iteritems()),key=lambda x: (-x[1],x[0])) + +#check the tuple to see if it has what I want +#for (id,frequency) in retweetTuple: +# if frequency > 1: +# print str(id) + " " +str(frequency) + +#exit() + +#print out the top tweeted user , also store them in top30_users collection so they can be retreived for other analysis +tupleIndex = 0 +for (id,frequency) in retweetTuple: + retweet = db_retweets.find_one({"id":id}) + + if (retweet == None): + print "Something went wrong, could not find retweet with id" + str(id) + else: + retweetJson = json.loads(dumps(retweet["retweetJson"])) + topTweetedUser = retweetJson['user'] + + userDBEntry = {"id": topTweetedUser['id'], "userInfo" : topTweetedUser, "frequency": frequency} + db_top30RetweetedUsers.insert(userDBEntry) + + #print out retweet, user name and location + print "Top Retweet Rank " + str(tupleIndex+1) + print "Tweet: " + retweetJson["text"].encode('utf8') + print "User: " + topTweetedUser["name"].encode('utf8') + "(" + str(topTweetedUser["id"]) + ")" + " at " + topTweetedUser['location'].encode('utf8') + " - has follower count" + str(topTweetedUser['followers_count']) + print " " + + #get only top 30 + tupleIndex = tupleIndex + 1 + if tupleIndex == 30: + exit() diff --git a/2_1/2_1_get_top_30_retweets.py~ b/2_1/2_1_get_top_30_retweets.py~ new file mode 100644 index 0000000..d966a70 --- /dev/null +++ b/2_1/2_1_get_top_30_retweets.py~ @@ -0,0 +1,104 @@ +#Kasane Utsumi - 3/14/2015 +#2_1_get_top_retweets.py +#This code dumps all seven collections starting with db_streamT%StartDate% (%StartDate% is a passed command line argument) into db_streamT +import os +import json +import pymongo +from bson.json_util import dumps +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +signal.signal(signal.SIGINT, interrupt) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_tweets = mongoConnection['twitter_analyzer'].db_tweets +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +db_retweets = mongoConnection['twitter_analyzer'].db_all_retweets +db_top30RetweetedUsers = mongoConnection['twitter_analyzer'].db_top30_users + +db_retweets.drop() +db_top30RetweetedUsers.drop() + +#create a dictionary of retweeted id is key, and number of occurrence as a value +retweetDict = dict() + +#also, dump all of the tweets into db_all_retweets so it would be easy to get user and location for top 30 later. + +for tJson in db_tweets.find(timeout=False): + + tweetText = tJson['text'] + + #print "tweet is " + tweetText.encode('utf8') + + if tweetText.startswith("RT"): # thi s could be retweet. Look in db_streamT to see if corresponding tweet has a retweeted_status + + #print "starts with RT" + + fullTweets = db_streamT.find({'text':tweetText}) + + for correspondingTweet in fullTweets: #iterate just in case if there is > 1 tweet with identical name + + if 'retweeted_status' in correspondingTweet: #Now we are sure that this is a retweet because of existence of retweeted_status + + retweet = correspondingTweet['retweeted_status'] + id = retweet['id'] + + #print "original tweet id" + str(id) + + retweetDBEntry = {"id" : id, "retweetJson" : retweet} + + db_retweets.insert(retweetDBEntry) + if id in retweetDict: + retweetDict[id] += 1 + else: retweetDict[id] = 1 + + +#check the dictionary to make sure it has what I want +#for key in retweetDict: +# if (retweetDict[key] >1): +# print str(key) + " " + str(retweetDict[key]) + +#convert retweetDict into tuples so I can sort by number of frequencies, then sort by frequncy +retweetTuple = sorted(tuple(retweetDict.iteritems()),key=lambda x: (-x[1],x[0])) + +#check the tuple to see if it has what I want +#for (id,frequency) in retweetTuple: +# if frequency > 1: +# print str(id) + " " +str(frequency) + +#exit() + +#print out the top tweeted user , also store them in top30_users collection so they can be retreived for other analysis +tupleIndex = 0 +for (id,frequency) in retweetTuple: + retweet = db_retweets.find_one({"id":id}) + + if (retweet == None): + print "Something went wrong, could not find retweet with id" + str(id) + else: + retweetJson = json.loads(dumps(retweet["retweetJson"])) + topTweetedUser = retweetJson['user'] + + userDBEntry = {"id": topTweetedUser['id'], "userInfo" : topTweetedUser, "frequency": frequency} + db_top30RetweetedUsers.insert(userDBEntry) + + #print out retweet, user name and location + print "Top Retweet Rank " + str(tupleIndex+1) + print "Tweet: " + retweetJson["text"].encode('utf8') + print "User: " + topTweetedUser["name"].encode('utf8') + "(" + str(topTweetedUser["id"]) + ")" + " at " + topTweetedUser['location'].encode('utf8') + " - has follower count" + str(topTweetedUser['followers_count']) + print " " + + #get only top 30 + tupleIndex = tupleIndex + 1 + if tupleIndex == 30: + exit() diff --git a/2_1/final_top30_retweets.txt b/2_1/final_top30_retweets.txt new file mode 100644 index 0000000..7aea4e8 --- /dev/null +++ b/2_1/final_top30_retweets.txt @@ -0,0 +1,120 @@ +Top Retweet Rank 1 +Tweet: @iamhardwellfan @FakeContestAlrt @LumiaIndia sponsor of #fakecontest @NargisFakhri #romanceurcity #microsoft #fake no winner announcement +User: Sanjay(2206092889) at - has follower count2758 + +Top Retweet Rank 2 +Tweet: DRINGEND VERZOEK aan Microsoft: wilt u mij niet meer tien keer per dag thuis laten bellen vanuit India voor marketingdoeleinden? #Microsoft +User: Ton Elias(133272665) at Netherlands - has follower count16568 + +Top Retweet Rank 3 +Tweet: All versions of #Microsoft Windows are vulnerable to SSL/TLS FREAK #vulnerability — http://t.co/8TkisXHjWt http://t.co/ZFkCySwbne +User: The Hacker News(209811713) at THE INTERNET - has follower count188559 + +Top Retweet Rank 4 +Tweet: Epic Organizational Charts #Microsoft #Apple #Oracle http://t.co/biNu2Q109a +User: Oliver Hansen(759826807) at Geel, Belgium - has follower count24176 + +Top Retweet Rank 5 +Tweet: #Microsoft's new #Lumia #phones come with a free year of #Office 365 http://t.co/Uw3W1Hg1jD #tech #devbattles http://t.co/isAE07v5iY +User: Dev Battles(2377678050) at - has follower count7086 + +Top Retweet Rank 6 +Tweet: Le cofondateur de #Microsoft a découvert l'épave d'un cuirassé géant japonais, coulé en 1944 http://t.co/O72Wn8Kowh http://t.co/1cxtqoOYHT +User: Le Monde(24744541) at Paris - has follower count3579368 + +Top Retweet Rank 7 +Tweet: VIDEO:Cofundador de #Microsoft halla en el fondo del mar al acorazado más letal de la historia http://t.co/uk1YMdgcYp http://t.co/gkEFhgtN9A +User: RT en Español(100731315) at - has follower count540132 + +Top Retweet Rank 8 +Tweet: VIDEO:Cofundador de #Microsoft halla en el fondo del mar al acorazado más letal de la historia http://t.co/uk1YMdgcYp http://t.co/gkEFhgtN9A +User: RT en Español(100731315) at - has follower count540130 + +Top Retweet Rank 9 +Tweet: New #free ebook! #Microsoft #Azure Essentials: Azure Automation http://t.co/3V6buNJiBr #MSDev #ITPro http://t.co/G81Zhed3j9 +User: Microsoft Press(19601111) at Redmond, WA - has follower count158331 + +Top Retweet Rank 10 +Tweet: VIDEO:Cofundador de #Microsoft halla en el fondo del mar al acorazado más letal de la historia http://t.co/uk1YMdgcYp http://t.co/gkEFhgtN9A +User: RT en Español(100731315) at - has follower count540126 + +Top Retweet Rank 11 +Tweet: #Microsoft #Yammer støtter nå #Handoff for #Mac #Yosemite #iphone #ipad >>> Yammer Now Supports Handoff - YouTube https://t.co/oCQ1h1j8qX +User: Arno Vaa(3049567425) at Oslo, Norway - has follower count11 + +Top Retweet Rank 12 +Tweet: #LoMásLeídoDeLaSemana Cofundador #Microsoft halla el acorazado más letal de la historia VIDEO http://t.co/uk1YMdgcYp http://t.co/K1eOMSogGf +User: RT en Español(100731315) at - has follower count540158 + +Top Retweet Rank 13 +Tweet: Ranking:Top 20 #InternetofThings companies right now #Intel #1 http://t.co/Y6vnYct1R3 #IoT #Microsoft #Cisco #Google http://t.co/Ip1vZ0wetK +User: IoT Analytics(2809878539) at Berlin, Germany - has follower count169 + +Top Retweet Rank 14 +Tweet: #LoMásLeídoDeLaSemana Cofundador #Microsoft halla el acorazado más letal de la historia VIDEO http://t.co/uk1YMdgcYp http://t.co/K1eOMSogGf +User: RT en Español(100731315) at - has follower count540159 + +Top Retweet Rank 15 +Tweet: El cofundador de #Microsoft halla en aguas filipinas un acorazado japonés hundido http://t.co/WK3GD7VphS http://t.co/VfIPuJjw5y +User: ABC.es(19923515) at Madrid - has follower count716491 + +Top Retweet Rank 16 +Tweet: What is The Cloud & Why Move? > http://t.co/PHPkWLShkK < http://t.co/HQvA1lqCSF #thecloud #cloudcomputing #Azure #Microsoft #videomarketing +User: Queue Associates(160549126) at NYC - London - Hong Kong - has follower count278 + +Top Retweet Rank 17 +Tweet: Logging in with Google, #Microsoft and Facebook SDKs to #Azure Mobile Services: http://t.co/mcmPFrU36B http://t.co/ZLKZWr0kBj +User: Microsoft Azure(17000457) at Redmond, WA - has follower count303879 + +Top Retweet Rank 18 +Tweet: New #free ebook! #Microsoft #SystemCenter Software Update Management Field Experience http://t.co/mrpkp5Sclr #ITPro http://t.co/0ScgyZt0qF +User: Microsoft Press(19601111) at Redmond, WA - has follower count158327 + +Top Retweet Rank 19 +Tweet: #Microsoft #XboxOne DirectX 12 boosts the Xbox One GPU by 20% http://t.co/TWMyDJer7K http://t.co/h6rBwTtwYH +User: The Inner Circle(2576487215) at Xbox Live Gamertag TiC Podcast - has follower count3491 + +Top Retweet Rank 20 +Tweet: 戦艦「武蔵」を発見 マイクロソフト創業者がツイッターで発表(産経新聞) http://t.co/shaYyO6szO #microsoft +User: Microsoft なう(152585619) at 日本国東京都港区港南 - has follower count150067 + +Top Retweet Rank 21 +Tweet: "Very soon you will see #Collector working on the #Windows platform" #EsriEPC - @msretail #Microsoft #Esri #mobile +User: Esri Business Team(132987218) at Redlands, CA - has follower count932 + +Top Retweet Rank 22 +Tweet: Update: #Microsoft warns #PCs are also vulnerable to '#Freak' #security flaw: http://t.co/JSJYjwwqER #Tech #CyberSecurity +User: Debnicolina(83316868) at Sicilia,Italia|Global|✈&Hotel - has follower count27263 + +Top Retweet Rank 23 +Tweet: 8で採用されたチャームは不評だったので、廃止する方向!? Windows 10、状態の確認や各種設定が行える「アクションセンター」 http://t.co/GO3qfdPlwU #Windows10 #Microsoft http://t.co/riAZJSrH6C +User: ASCII.jp編集部(320548088) at 東京都千代田区の飯田橋 - has follower count27697 + +Top Retweet Rank 24 +Tweet: Movistar TV Go integrará #Cortana, el asistente personal de voz de #Microsoft @MicrosoftES @LumiaES #MWC15 http://t.co/WBeXJ56W2Q +User: Solange Cummins(291140092) at - has follower count1026 + +Top Retweet Rank 25 +Tweet: #Microsoft #XboxOne Microsoft working on a hardcore game controller for Xbox One http://t.co/iULMpm6TUZ http://t.co/cBl4rwyKC5 +User: The Inner Circle(2576487215) at Xbox Live Gamertag TiC Podcast - has follower count3492 + +Top Retweet Rank 26 +Tweet: #Microsoft lays off 18k workers http://t.co/FUqxsZzm1l but files for 4k #H1B foreign workers http://t.co/30oSipwIYn #immigration +User: Susan Pai(15497093) at Jacksonville, FL - has follower count2575 + +Top Retweet Rank 27 +Tweet: First look: #Microsoft's all-new Office 2016 for #Mac public preview http://t.co/GAWV8OX1mB http://t.co/fRU7mLlD5U +User: AppleInsider(20542450) at Cupertino, California - has follower count203540 + +Top Retweet Rank 28 +Tweet: 戦艦「武蔵」発見、8年にわたる探索実る ポール・アレン氏、乗組員悼み日本政府と協力の意向 http://t.co/Eie1itVIAu #microsoft +User: Microsoft なう(152585619) at 日本国東京都港区港南 - has follower count150066 + +Top Retweet Rank 29 +Tweet: Microsoft’s mind-blowing vision of the future. See more here: http://t.co/yIjqVsiFMg via @GeekWire #Microsoft #Futuretech +User: Why Microsoft(159223609) at Redmond, WA - has follower count146928 + +Top Retweet Rank 30 +Tweet: Microsoft has created 3 billionaires and about 12,000 millionaires.#Microsoft #billionair +User: Strong facts(2837996969) at US - has follower count7759 + diff --git a/2_1/old_please_ignore/test.py b/2_1/old_please_ignore/test.py new file mode 100644 index 0000000..4e323e3 --- /dev/null +++ b/2_1/old_please_ignore/test.py @@ -0,0 +1,91 @@ +#Kasane Utsumi +import os +import json +import pymongo +from bson.json_util import dumps +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +signal.signal(signal.SIGINT, interrupt) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_tweets = mongoConnection['twitter_analyzer'].db_tweets +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +#create a dictionary of retweeted id is key, and number of occurrence as a value +retweetDict = dict() + +#also, dump all of the tweets into db_all_retweets so it would be easy to get user and location for top 30 later. + +for tJson in db_tweets.find(): + + tweetText = tJson['text'] + + #print "tweet is " + tweetText.encode('utf8') + + if tweetText.startswith("RT"): # thi s could be retweet. Look in db_streamT to see if corresponding tweet has a retweeted_status + + #print "starts with RT" + + fullTweets = db_streamT.find({'text':tweetText}) + + for correspondingTweet in fullTweets: #iterate just in case if there is > 1 tweet with identical name + + if 'retweeted_status' in correspondingTweet: #Now we are sure that this is a retweet because of existence of retweeted_status + + retweet = correspondingTweet['retweeted_status'] + id = retweet['id'] + + #print "original tweet id" + str(id) + + if id in retweetDict: + retweetDict[id] += 1 + else: retweetDict[id] = 1 + + +#check the dictionary to make sure it has what I want +#for key in retweetDict: +# if (retweetDict[key] >1): +# print str(key) + " " + str(retweetDict[key]) + +#convert retweetDict into tuples so I can sort by number of frequencies, then sort by frequncy +retweetTuple = sorted(tuple(retweetDict.iteritems()),key=lambda x: (-x[1],x[0])) + +#check the tuple to see if it has what I want +#for (id,frequency) in retweetTuple: +# if frequency > 1: +# print str(id) + " " +str(frequency) + +exit() + +#print out the top tweeted user , also store them in top30_users collection so they can be retreived for other analysis +tupleIndex = 0 +for (id,frequency) in retweetTuple: + retweet = db_retweets.find_one({"id":id}) + + if (retweet == None): + print "Something went wrong, could not find retweet with id" + str(id) + else: + retweetJson = json.loads(dumps(retweet["retweetJson"])) + topTweetedUser = retweetJson['user'] + + + #print out retweet, user name and location + print "Top Retweet Rank " + str(tupleIndex+1) + print "Tweet: " + retweetJson["text"].encode('utf8') + print "User: " + topTweetedUser["name"].encode('utf8') + " " + topTweetedUser["id"] + " at " + topTweetedUser['location'].encode('utf8') + print " " + + #get only top 30 + tupleIndex = tupleIndex + 1 + if tupleIndex == 30: + exit() diff --git a/2_1/old_please_ignore/top30WithFollowers.txt b/2_1/old_please_ignore/top30WithFollowers.txt new file mode 100644 index 0000000..74f3f28 --- /dev/null +++ b/2_1/old_please_ignore/top30WithFollowers.txt @@ -0,0 +1,29 @@ +93268224 11 +209811713 183045 +102957958 19220 +35120520 453763 +52660746 226488 +101166742 19243 +71907486 1630 +238099363 44374 +67497512 87 +2837996969 4060 +546679647 11281 +95438524 196661 +445076288 28 +56192577 8170 +16452299 124199 +19795404 125705 +165933992 21112 +205083867 7581 +8071902 512850 +2532942559 14452 +227337569 209 +19923515 696239 +288708452 377 +556085485 62349 +18906097 35217 +1489018610 402 +15901817 53827 +1413081085 1410 +254439807 1620 diff --git a/2_1/old_please_ignore/topTweet.txt b/2_1/old_please_ignore/topTweet.txt new file mode 100644 index 0000000..cdc1c61 --- /dev/null +++ b/2_1/old_please_ignore/topTweet.txt @@ -0,0 +1,1309 @@ +574204363922501633 33489 +574879846305767424 23409 +574046926896807936 14161 +574232065299742720 13225 +572673419587796992 5625 +573408211119706113 5184 +573178618525827072 4360 +573455471442448384 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voor marketingdoeleinden? #Microsoft +User: Ton Elias at Netherlands + +Top Retweet Rank 3 +Tweet: All versions of #Microsoft Windows are vulnerable to SSL/TLS FREAK #vulnerability — http://t.co/8TkisXHjWt http://t.co/ZFkCySwbne +User: The Hacker News at THE INTERNET + +Top Retweet Rank 4 +Tweet: Epic Organizational Charts #Microsoft #Apple #Oracle http://t.co/biNu2Q109a +User: Oliver Hansen at Geel, Belgium + +Top Retweet Rank 5 +Tweet: #Microsoft's new #Lumia #phones come with a free year of #Office 365 http://t.co/Uw3W1Hg1jD #tech #devbattles http://t.co/isAE07v5iY +User: Dev Battles at + +Top Retweet Rank 6 +Tweet: Le cofondateur de #Microsoft a découvert l'épave d'un cuirassé géant japonais, coulé en 1944 http://t.co/O72Wn8Kowh http://t.co/1cxtqoOYHT +User: Le Monde at Paris + +Top Retweet Rank 7 +Tweet: VIDEO:Cofundador de #Microsoft halla en el fondo del mar al acorazado más letal de la historia http://t.co/uk1YMdgcYp http://t.co/gkEFhgtN9A +User: RT en Español at + +Top Retweet Rank 8 +Tweet: VIDEO:Cofundador de #Microsoft halla en el fondo del mar al acorazado más letal de la historia http://t.co/uk1YMdgcYp http://t.co/gkEFhgtN9A +User: RT en Español at + +Top Retweet Rank 9 +Tweet: New #free ebook! #Microsoft #Azure Essentials: Azure Automation http://t.co/3V6buNJiBr #MSDev #ITPro http://t.co/G81Zhed3j9 +User: Microsoft Press at Redmond, WA + +Top Retweet Rank 10 +Tweet: VIDEO:Cofundador de #Microsoft halla en el fondo del mar al acorazado más letal de la historia http://t.co/uk1YMdgcYp http://t.co/gkEFhgtN9A +User: RT en Español at + +Top Retweet Rank 11 +Tweet: #Microsoft #Yammer støtter nå #Handoff for #Mac #Yosemite #iphone #ipad >>> Yammer Now Supports Handoff - YouTube https://t.co/oCQ1h1j8qX +User: Arno Vaa at Oslo, Norway + +Top Retweet Rank 12 +Tweet: #LoMásLeídoDeLaSemana Cofundador #Microsoft halla el acorazado más letal de la historia VIDEO http://t.co/uk1YMdgcYp http://t.co/K1eOMSogGf +User: RT en Español at + +Top Retweet Rank 13 +Tweet: Ranking:Top 20 #InternetofThings companies right now #Intel #1 http://t.co/Y6vnYct1R3 #IoT #Microsoft #Cisco #Google http://t.co/Ip1vZ0wetK +User: IoT Analytics at Berlin, Germany + +Top Retweet Rank 14 +Tweet: #LoMásLeídoDeLaSemana Cofundador #Microsoft halla el acorazado más letal de la historia VIDEO http://t.co/uk1YMdgcYp http://t.co/K1eOMSogGf +User: RT en Español at + +Top Retweet Rank 15 +Tweet: El cofundador de #Microsoft halla en aguas filipinas un acorazado japonés hundido http://t.co/WK3GD7VphS http://t.co/VfIPuJjw5y +User: ABC.es at Madrid + +Top Retweet Rank 16 +Tweet: What is The Cloud & Why Move? > http://t.co/PHPkWLShkK < http://t.co/HQvA1lqCSF #thecloud #cloudcomputing #Azure #Microsoft #videomarketing +User: Queue Associates at NYC - London - Hong Kong + +Top Retweet Rank 17 +Tweet: Logging in with Google, #Microsoft and Facebook SDKs to #Azure Mobile Services: http://t.co/mcmPFrU36B http://t.co/ZLKZWr0kBj +User: Microsoft Azure at Redmond, WA + +Top Retweet Rank 18 +Tweet: New #free ebook! #Microsoft #SystemCenter Software Update Management Field Experience http://t.co/mrpkp5Sclr #ITPro http://t.co/0ScgyZt0qF +User: Microsoft Press at Redmond, WA + +Top Retweet Rank 19 +Tweet: #Microsoft #XboxOne DirectX 12 boosts the Xbox One GPU by 20% http://t.co/TWMyDJer7K http://t.co/h6rBwTtwYH +User: The Inner Circle at Xbox Live Gamertag TiC Podcast + +Top Retweet Rank 20 +Tweet: 戦艦「武蔵」を発見 マイクロソフト創業者がツイッターで発表(産経新聞) http://t.co/shaYyO6szO #microsoft +User: Microsoft なう at 日本国東京都港区港南 + +Top Retweet Rank 21 +Tweet: "Very soon you will see #Collector working on the #Windows platform" #EsriEPC - @msretail #Microsoft #Esri #mobile +User: Esri Business Team at Redlands, CA + +Top Retweet Rank 22 +Tweet: Update: #Microsoft warns #PCs are also vulnerable to '#Freak' #security flaw: http://t.co/JSJYjwwqER #Tech #CyberSecurity +User: Debnicolina at Sicilia,Italia|Global|✈&Hotel + +Top Retweet Rank 23 +Tweet: 8で採用されたチャームは不評だったので、廃止する方向!? Windows 10、状態の確認や各種設定が行える「アクションセンター」 http://t.co/GO3qfdPlwU #Windows10 #Microsoft http://t.co/riAZJSrH6C +User: ASCII.jp編集部 at 東京都千代田区の飯田橋 + +Top Retweet Rank 24 +Tweet: Movistar TV Go integrará #Cortana, el asistente personal de voz de #Microsoft @MicrosoftES @LumiaES #MWC15 http://t.co/WBeXJ56W2Q +User: Solange Cummins at + +Top Retweet Rank 25 +Tweet: #Microsoft #XboxOne Microsoft working on a hardcore game controller for Xbox One http://t.co/iULMpm6TUZ http://t.co/cBl4rwyKC5 +User: The Inner Circle at Xbox Live Gamertag TiC Podcast + +Top Retweet Rank 26 +Tweet: #Microsoft lays off 18k workers http://t.co/FUqxsZzm1l but files for 4k #H1B foreign workers http://t.co/30oSipwIYn #immigration +User: Susan Pai at Jacksonville, FL + +Top Retweet Rank 27 +Tweet: First look: #Microsoft's all-new Office 2016 for #Mac public preview http://t.co/GAWV8OX1mB http://t.co/fRU7mLlD5U +User: AppleInsider at Cupertino, California + +Top Retweet Rank 28 +Tweet: 戦艦「武蔵」発見、8年にわたる探索実る ポール・アレン氏、乗組員悼み日本政府と協力の意向 http://t.co/Eie1itVIAu #microsoft +User: Microsoft なう at 日本国東京都港区港南 + +Top Retweet Rank 29 +Tweet: Microsoft’s mind-blowing vision of the future. See more here: http://t.co/yIjqVsiFMg via @GeekWire #Microsoft #Futuretech +User: Why Microsoft at Redmond, WA + +Top Retweet Rank 30 +Tweet: Microsoft has created 3 billionaires and about 12,000 millionaires.#Microsoft #billionair +User: Strong facts at US + diff --git a/2_1/test.py~ b/2_1/test.py~ new file mode 100644 index 0000000..4912642 --- /dev/null +++ b/2_1/test.py~ @@ -0,0 +1,102 @@ +#Kasane Utsumi +import os +import json +import pymongo +from bson.json_util import dumps +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +signal.signal(signal.SIGINT, interrupt) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_tweets = mongoConnection['twitter_analyzer'].db_tweets +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +db_retweets = mongoConnection['twitter_analyzer'].db_all_retweets +db_top30RetweetedUsers = mongoConnection['twitter_analyzer'].db_top30_users + +#db_retweets.drop() +#db_top30RetweetedUsers.drop() + +#create a dictionary of retweeted id is key, and number of occurrence as a value +retweetDict = dict() + +#also, dump all of the tweets into db_all_retweets so it would be easy to get user and location for top 30 later. + +for tJson in db_tweets.find(): + + tweetText = tJson['text'] + + #print "tweet is " + tweetText.encode('utf8') + + if tweetText.startswith("RT"): # thi s could be retweet. Look in db_streamT to see if corresponding tweet has a retweeted_status + + #print "starts with RT" + + fullTweets = db_streamT.find({'text':tweetText}) + + for correspondingTweet in fullTweets: #iterate just in case if there is > 1 tweet with identical name + + if 'retweeted_status' in correspondingTweet: #Now we are sure that this is a retweet because of existence of retweeted_status + + retweet = correspondingTweet['retweeted_status'] + id = retweet['id'] + + #print "original tweet id" + str(id) + + retweetDBEntry = {"id" : id, "retweetJson" : retweet} + + db_retweets.insert(retweetDBEntry) + if id in retweetDict: + retweetDict[id] += 1 + else: retweetDict[id] = 1 + + +#check the dictionary to make sure it has what I want +#for key in retweetDict: +# if (retweetDict[key] >1): +# print str(key) + " " + str(retweetDict[key]) + +#convert retweetDict into tuples so I can sort by number of frequencies, then sort by frequncy +retweetTuple = sorted(tuple(retweetDict.iteritems()),key=lambda x: (-x[1],x[0])) + +#check the tuple to see if it has what I want +for (id,frequency) in retweetTuple: + if frequency > 1: + print str(id) + " " +str(frequency) + +exit() + +#print out the top tweeted user , also store them in top30_users collection so they can be retreived for other analysis +tupleIndex = 0 +for (id,frequency) in retweetTuple: + retweet = db_retweets.find_one({"id":id}) + + if (retweet == None): + print "Something went wrong, could not find retweet with id" + str(id) + else: + retweetJson = json.loads(dumps(retweet["retweetJson"])) + topTweetedUser = retweetJson['user'] + + userDBEntry = {"id": topTweetedUser['id'], "userInfo" : topTweetedUser} + db_top30RetweetedUsers.insert(userDBEntry) + + #print out retweet, user name and location + print "Top Retweet Rank " + str(tupleIndex+1) + print "Tweet: " + retweetJson["text"].encode('utf8') + print "User: " + topTweetedUser["name"].encode('utf8') + " at " + topTweetedUser['location'].encode('utf8') + print " " + + #get only top 30 + tupleIndex = tupleIndex + 1 + if tupleIndex == 30: + exit() diff --git a/2_2/2_2_lexical_diversity.py b/2_2/2_2_lexical_diversity.py new file mode 100644 index 0000000..8be9d04 --- /dev/null +++ b/2_2/2_2_lexical_diversity.py @@ -0,0 +1,100 @@ +#Kasane Utsumi - 3/14/2015 +#2_2_lexical_diversity.py +#This code groups db_streamT by users. Then it computes number of unique words and number of words in all of tweets by each, which is used to compute lexical diversity, which is then stored in db_lexical_diversity. +import os +import json +import pymongo +from bson.json_util import dumps +from bson.son import SON +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_streamT = mongoConnection['twitter_analyzer'].db_streamT +db_lexical_diversity = mongoConnection['twitter_analyzer'].db_lexical_diversity + +if db_streamT == None: + print "db_streamT doesn't exist. Exiting.." + exit() + +#initialize lexical diversity table +db_lexical_diversity.drop() + +#group by user id +pipeline = [ + + { + "$group" : { "_id": { "userId" : "$user.id","username" : "$user.name"}, + "tweetIds" : {"$addToSet" : "$id" }, + "text" : {"$push" : "$text"}, + + } + + } +] +aggregated = db_streamT.aggregate(pipeline) + +print "number of users is: " + str(len(aggregated['result'])) + +for user in aggregated['result']: + + #print user + + #create a dictionary of retweeted id is key, and number of occurrence as a value + lexicalDict = dict() + totalWordCount = 0 + + #print user + + #for each tweet of this user + for tweetText in user["text"]: + + #print "for each tweettext" + #print "text is " + str(tweetText.encode("utf-8")) + + words = tweetText.split(" ") + for word in words: + #print word + str(totalWordCount) + + #do some cleanup + word=word.lower().strip() + #word=word.encode("utf-8").lower().strip() + + #ignore words that are necessary, user shouldn't be punished for frequently using these words. + if word == "the" or word == "a" or word=="from" or word=="to" or word=="and" or word=="for" or word.startswith("http://") or word.startswith("https://"): + continue + if word in lexicalDict: + lexicalDict[word] +=1 + else: + lexicalDict[word] = 1 + + totalWordCount +=1 + + #unique word count is number (length) of the dictionary + unqueWordsCount = len(lexicalDict) + + #print "total word" + str(totalWordCount) + #print "uniquew word" + str(unqueWordsCount) + #print "lex diverity" + str(float(unqueWordsCount) / float(totalWordCount)) + + lexicalDiv = 0.0 + + if (totalWordCount == 0): #meaning all of the tweets have been filtered out. In this case we would assume lex. diverstiy to be one. + lexicalDiv=1.0 + else: + lexicalDiv = float(unqueWordsCount) / float(totalWordCount) + + #print (lexicalDiv) + #insert into db + userDBEntry = {"id": user["_id"]["userId"], "username": user["_id"]["username"], "lexical_diversity" : str(lexicalDiv)} + db_lexical_diversity.insert(userDBEntry) + diff --git a/2_2/2_2_lexical_diversity.py~ b/2_2/2_2_lexical_diversity.py~ new file mode 100644 index 0000000..28a3d57 --- /dev/null +++ b/2_2/2_2_lexical_diversity.py~ @@ -0,0 +1,100 @@ +#Kasane Utsumi - 3/14/2015 +#2_2_lexical_diversity.py +#This code groups db_streamT by users. Then it computes number of unique words and number of words in all of tweets by a given user, which is used to compute lexical diversity, which is then stored in db_lexical_diversity. +import os +import json +import pymongo +from bson.json_util import dumps +from bson.son import SON +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_streamT = mongoConnection['twitter_analyzer'].db_streamT +db_lexical_diversity = mongoConnection['twitter_analyzer'].db_lexical_diversity + +if db_streamT == None: + print "db_streamT doesn't exist. Exiting.." + exit() + +#initialize lexical diversity table +db_lexical_diversity.drop() + +#group by user id +pipeline = [ + + { + "$group" : { "_id": { "userId" : "$user.id","username" : "$user.name"}, + "tweetIds" : {"$addToSet" : "$id" }, + "text" : {"$push" : "$text"}, + + } + + } +] +aggregated = db_streamT.aggregate(pipeline) + +print "number of users is: " + str(len(aggregated['result'])) + +for user in aggregated['result']: + + #print user + + #create a dictionary of retweeted id is key, and number of occurrence as a value + lexicalDict = dict() + totalWordCount = 0 + + #print user + + #for each tweet of this user + for tweetText in user["text"]: + + #print "for each tweettext" + #print "text is " + str(tweetText.encode("utf-8")) + + words = tweetText.split(" ") + for word in words: + #print word + str(totalWordCount) + + #do some cleanup + word=word.lower().strip() + #word=word.encode("utf-8").lower().strip() + + #ignore words that are necessary, user shouldn't be punished for frequently using these words. + if word == "the" or word == "a" or word=="from" or word=="to" or word=="and" or word=="for" or word.startswith("http://") or word.startswith("https://"): + continue + if word in lexicalDict: + lexicalDict[word] +=1 + else: + lexicalDict[word] = 1 + + totalWordCount +=1 + + #unique word count is number (length) of the dictionary + unqueWordsCount = len(lexicalDict) + + #print "total word" + str(totalWordCount) + #print "uniquew word" + str(unqueWordsCount) + #print "lex diverity" + str(float(unqueWordsCount) / float(totalWordCount)) + + lexicalDiv = 0.0 + + if (totalWordCount == 0): #meaning all of the tweets have been filtered out. In this case we would assume lex. diverstiy to be one. + lexicalDiv=1.0 + else: + lexicalDiv = float(unqueWordsCount) / float(totalWordCount) + + #print (lexicalDiv) + #insert into db + userDBEntry = {"id": user["_id"]["userId"], "username": user["_id"]["username"], "lexical_diversity" : str(lexicalDiv)} + db_lexical_diversity.insert(userDBEntry) + diff --git a/2_2/2_2_plot_lexical_diversity.py b/2_2/2_2_plot_lexical_diversity.py new file mode 100644 index 0000000..f15154f --- /dev/null +++ b/2_2/2_2_plot_lexical_diversity.py @@ -0,0 +1,51 @@ +#Kasane Utsumi - 3/14/2015 +#2_2_plot_lexical_diversity.py +#This code generates a histogram which shows frequency of lexical deversity range based on db_lexical_diversity collections. +import os +import json +import pymongo +from bson.json_util import dumps +from bson.son import SON +import numpy as np +import pylab as pl +import decimal +import matplotlib.pyplot as plt +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_lexical_diversity = mongoConnection['twitter_analyzer'].db_lexical_diversity + +if db_lexical_diversity == None: + print "db_lexical_diversity doesn't exist. Exiting.." + exit() + +plotArray = [] + +for user in db_lexical_diversity.find(): + plotArray.append(user['lexical_diversity']) +# plotDictionary[float(user['lexical_diversity'])]= user['username'] + +plt.hist(np.asarray(plotArray, dtype='float')) +plt.show() + + +exit() + +#X=np.arange(len(plotDictionary)) +#pl.bar(X,plotDictionary.keys(),width=0.2) +#pl.xticks(X,plotDictionary.values()) +#ymax= max(plotDictionary.keys())+1 +#pl.ylim(0,ymax) +#pl.show() + + diff --git a/2_2/2_2_plot_lexical_diversity.py~ b/2_2/2_2_plot_lexical_diversity.py~ new file mode 100644 index 0000000..1a2335a --- /dev/null +++ b/2_2/2_2_plot_lexical_diversity.py~ @@ -0,0 +1,49 @@ +#Kasane Utsumi +import os +import json +import pymongo +from bson.json_util import dumps +from bson.son import SON +import numpy as np +import pylab as pl +import decimal +import matplotlib.pyplot as plt +import signal + +def interrupt(signum, frame): + print "Interrupted, closing ..." + exit(1) + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_lexical_diversity = mongoConnection['twitter_analyzer'].db_lexical_diversity + +if db_lexical_diversity == None: + print "db_lexical_diversity doesn't exist. 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ys7MqP!qOtBNdK(Q8Bvk`pIFBrV{70D_}i$z_O0aXEg)GYNV`2Uob7)b{=Wb_4@8y# literal 0 HcmV?d00001 diff --git a/test_please_disregard/fill_db_streamT.py b/test_please_disregard/fill_db_streamT.py new file mode 100644 index 0000000..b06bcd6 --- /dev/null +++ b/test_please_disregard/fill_db_streamT.py @@ -0,0 +1,49 @@ +import os +import sys +import tweepy +import datetime +#mport urllib +import signal +import json +import boto +from boto.s3.connection import S3Connection +#import tweetserializer +#import tweetanalyzer +from boto.s3.key import Key +#import numpy as np +#import pylab as pl +import pymongo + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() +#create table +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +aws_access_key_id ='' +aws_secret_access_key= '' +aws_bucket_name='' + + +s3conn = S3Connection(aws_access_key_id,aws_secret_access_key) +bucket = s3conn.get_bucket(aws_bucket_name) + +#get tweets from S3 and dump them into db_streamT +for key in bucket.list(): + #each file contains 500 tweets, split them up and put each tweet json data into the table + key.get_contents_to_filename("fromS3/" + key.name) + directory = os.getcwd() + "/fromS3" + filer = open(directory +"/"+ key.name,"r") + data=json.loads(filer.read()) + #tweets = {"name":key.name,"fileContent": filer.read()} + #db_streamT.insert(tweets) + filer.close() + #file was read into memory, now delete it to save disk space + os.remove(directory+"/"+key.name) + for tweet in data: + temp = {"id":tweet['id'],"tweetJson":tweet} + db_streamT.insert(temp) + + diff --git a/test_please_disregard/fill_db_streamT.py~ b/test_please_disregard/fill_db_streamT.py~ new file mode 100644 index 0000000..59b01aa --- /dev/null +++ b/test_please_disregard/fill_db_streamT.py~ @@ -0,0 +1,49 @@ +import os +import sys +import tweepy +import datetime +#mport urllib +import signal +import json +import boto +from boto.s3.connection import S3Connection +#import tweetserializer +#import tweetanalyzer +from boto.s3.key import Key +#import numpy as np +#import pylab as pl +import pymongo + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() +#create table +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +aws_access_key_id ='AKIAIW66YJD5QMLM6NAQ' +aws_secret_access_key= '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' +aws_bucket_name='moonlightbucket' + + +s3conn = S3Connection(aws_access_key_id,aws_secret_access_key) +bucket = s3conn.get_bucket(aws_bucket_name) + +#get tweets from S3 and dump them into db_streamT +for key in bucket.list(): + #each file contains 500 tweets, split them up and put each tweet json data into the table + key.get_contents_to_filename("fromS3/" + key.name) + directory = os.getcwd() + "/fromS3" + filer = open(directory +"/"+ key.name,"r") + data=json.loads(filer.read()) + #tweets = {"name":key.name,"fileContent": filer.read()} + #db_streamT.insert(tweets) + filer.close() + #file was read into memory, now delete it to save disk space + os.remove(directory+"/"+key.name) + for tweet in data: + temp = {"id":tweet['id'],"tweetJson":tweet} + db_streamT.insert(temp) + + diff --git a/test_please_disregard/fill_db_tweets.py b/test_please_disregard/fill_db_tweets.py new file mode 100644 index 0000000..f928adf --- /dev/null +++ b/test_please_disregard/fill_db_tweets.py @@ -0,0 +1,31 @@ +import os +#jjimport sys +#import tweepy +#jimport datetime +#mport urllib +#import signal +import json +#import boto +#from boto.s3.connection import S3Connection +#import tweetserializer +#import tweetanalyzer +#from boto.s3.key import Key +#import numpy as np +#import pylab as pl +import pymongo +from bson.json_util import dumps +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() +#get tables +db_streamT = mongoConnection['twitter_analyzer'].db_streamT +db_tweets = mongoConnection['twitter_analyzer'].db_tweets + +#extract tweet from tweet json +for tJson in db_streamT.find(): + tweetOnlyEntry = {"id" : tJson['id'], "text" : json.loads(dumps(tJson['tweetJson']))['text']} + db_tweets.insert(tweetOnlyEntry) +exit() + diff --git a/test_please_disregard/histTest.txt~ b/test_please_disregard/histTest.txt~ new file mode 100644 index 0000000..e69de29 diff --git a/test_please_disregard/histoTest.txt b/test_please_disregard/histoTest.txt new file mode 100644 index 0000000..3cdb8bc --- /dev/null +++ b/test_please_disregard/histoTest.txt @@ -0,0 +1,8 @@ +13 Microsoft +14 Game +15 Best +18 Wow +19 Play +20 Do +21 Team13 +21 Team diff --git a/test_please_disregard/myTestFor2_3.py b/test_please_disregard/myTestFor2_3.py new file mode 100644 index 0000000..dcf511c --- /dev/null +++ b/test_please_disregard/myTestFor2_3.py @@ -0,0 +1,56 @@ +#Kasane Utsumi +import os +import json +import pymongo +from bson.json_util import dumps +import tweepy +import time + +#twitter setup +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_handler=auth,wait_on_rate_limit=True,wait_on_rate_limit_notify=True) + +#mongo setup +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_top30RetweetedUsers = mongoConnection['twitter_analyzer'].db_top30_users +db_followers = mongoConnection['twitter_analyzer'].db_followers + + +#create an array of unique users +topRetweetedUserList = dict() + +for userJson in db_top30RetweetedUsers.find(): + + userId = userJson['id'] + + #get followers Count for cross checking + followersCount = json.loads(dumps(userJson['userInfo']))['followers_count'] + + if userId not in topRetweetedUserList: + topRetweetedUserList[userId] = followersCount + +#check the list to make sure it has what I want +#for uid in topRetweetedUserList: +# print str(uid) + " " + str(topRetweetedUserList[uid]) + +#for each user, make a twitter followers/id call to get list of his/her followers' ids and store it in the db_followers +#db_follower will have 30 rows, the format for each row is: +#{"id":user id, followerIds: list of follower's ids} +for uid in topRetweetedUserList: + if db_followers.find({'id' : uid}).count() != 0: + print "found" + else: + print "not found" + + diff --git a/test_please_disregard/myTestFor2_3.py~ b/test_please_disregard/myTestFor2_3.py~ new file mode 100644 index 0000000..9b06d93 --- /dev/null +++ b/test_please_disregard/myTestFor2_3.py~ @@ -0,0 +1,56 @@ +#Kasane Utsumi +import os +import json +import pymongo +from bson.json_util import dumps +import tweepy +import time + +#twitter setup +consumer_key = "10G4NlBUpM9nusmE9nSoeGQnk" +consumer_secret = "KcH2Ykf253L0tTCuzIyqDUPnkEZ7mZhIiHCYiS84LbZNCsQwRu" +access_token = "2988143343-waN3T7DFy7j0Yn95hDdXOMLpdRfHzG66SnOZlHO" +access_token_secret = "TDd8WId2f7Cw8jDLdPcjJRM5lTlMGYiuLjUl1ped21euS" +auth = tweepy.OAuthHandler(consumer_key, consumer_secret) +auth.set_access_token(access_token, access_token_secret) +api = tweepy.API(auth_handler=auth,wait_on_rate_limit=True,wait_on_rate_limit_notify=True) + +#mongo setup +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_top30RetweetedUsers = mongoConnection['twitter_analyzer'].db_top30_users +db_followers = mongoConnection['twitter_analyzer'].db_followers + + +#create an array of unique users +topRetweetedUserList = dict() + +for userJson in db_top30RetweetedUsers.find(): + + userId = userJson['id'] + + #get followers Count for cross checking + followersCount = json.loads(dumps(userJson['userInfo']))['followers_count'] + + if userId not in topRetweetedUserList: + topRetweetedUserList[userId] = followersCount + +#check the list to make sure it has what I want +#for uid in topRetweetedUserList: +# print str(uid) + " " + str(topRetweetedUserList[uid]) + +#for each user, make a twitter followers/id call to get list of his/her followers' ids and store it in the db_followers +#db_follower will have 30 rows, the format for each row is: +#{"id":user id, followerIds: list of follower's ids} +for uid in topRetweetedUserList: + if db_followers.find({'id' : uid}).count() != 0: + print "found" + else: + print "not found" + + diff --git a/test_please_disregard/original_2_2_get_top30tweets.py b/test_please_disregard/original_2_2_get_top30tweets.py new file mode 100644 index 0000000..41bf02f --- /dev/null +++ b/test_please_disregard/original_2_2_get_top30tweets.py @@ -0,0 +1,74 @@ +#Kasane Utsumi +import os +import json +import pymongo +from bson.json_util import dumps + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() + +#get tables +db_streamT = mongoConnection['twitter_analyzer'].db_streamT +db_retweets = mongoConnection['twitter_analyzer'].db_all_retweets +db_top30RetweetedUsers = mongoConnection['twitter_analyzer'].db_top30_users + +db_retweets.drop() +db_top30RetweetedUsers.drop() + +#create a dictionary of retweeted id is key, and number of occurrence as a value +retweetDict = dict() + +#also, dump all of the tweets into db_all_retweets so it would be easy to get user and location for top 30 later. + +for tJson in db_streamT.find(): + tweetJson = json.loads(dumps(tJson['tweetJson'])) + if 'retweeted_status' in tweetJson: + retweet = tweetJson['retweeted_status'] + id = retweet['id'] + retweetDBEntry = {"id" : id, "retweetJson" : retweet} + db_retweets.insert(retweetDBEntry) + if id in retweetDict: + retweetDict[id] += 1 + else: retweetDict[id] = 1 + + +#check the dictionary to make sure it has what I want +#for key in retweetDict: + #if (retweetDict[key] >1): + #print str(key) + " " + str(retweetDict[key]) + +#convert retweetDict into tuples so I can sort by number of frequencies, then sort by frequncy +retweetTuple = sorted(tuple(retweetDict.iteritems()),key=lambda x: (-x[1],x[0])) + +#check the tuple to see if it has what I want +#for (id,frequency) in retweetTuple: + #if frequency > 1: + #print str(id) + " " +str(frequency) + +#print out the top tweeted user , also store them in top30_users collection so they can be retreived for other analysis +tupleIndex = 0 +for (id,frequency) in retweetTuple: + retweet = db_retweets.find_one({"id":id}) + + if (retweet == None): + print "Something went wrong, could not find retweet with id" + str(id) + else: + retweetJson = json.loads(dumps(retweet["retweetJson"])) + topTweetedUser = retweetJson['user'] + + userDBEntry = {"id": topTweetedUser['id'], "userInfo" : topTweetedUser} + db_top30RetweetedUsers.insert(userDBEntry) + + #print out retweet, user name and location + print "Top Retweet Rank " + str(tupleIndex+1) + print "Tweet: " + retweetJson["text"] + print "User: " + topTweetedUser["name"] + " at " + topTweetedUser['location'] + print " " + + #get only top 30 + tupleIndex = tupleIndex + 1 + if tupleIndex == 30: + exit() diff --git a/test_please_disregard/test.py b/test_please_disregard/test.py new file mode 100644 index 0000000..45b08d5 --- /dev/null +++ b/test_please_disregard/test.py @@ -0,0 +1,49 @@ +import tweepy +import urllib +import pymongo +import sys +import json +from bson.json_util import dumps + + +#configure tweepy +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_handler=auth,wait_on_rate_limit=True,wait_on_rate_limit_notify=True) + +#get string to search for and start and end date from urllib +q = urllib.quote_plus("#microsoft OR #mojang") +start = urllib.quote_plus(sys.argv[1]) +end = urllib.quote_plus(sys.argv[2]) + +#set up mongodb collection +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() +#get tables - will create separate table for each day and merge all of the tables into db_streamT later. +#I will do this so that if error happens while getting tweets for one day I don't have to run the program +# for entire week again. +database = mongoConnection['twitter_analyzer'] +db_streamT = database['db_streamT' + start] + +#clean table is there are any data +db_streamT.drop() + + + +# Additional query parameters: +# since: {date} +# until: {date} +# Just add them to the 'q' variable: q+" since: 2014-01-01 until: 2014-01-02" + + +for tweet in tweepy.Cursor(api.search,q=q+" since:" + start + " until:" + end).items(): + db_streamT.insert(tweet._json) + diff --git a/test_please_disregard/test.py~ b/test_please_disregard/test.py~ new file mode 100644 index 0000000..d14883c --- /dev/null +++ b/test_please_disregard/test.py~ @@ -0,0 +1,49 @@ +import tweepy +import urllib +import pymongo +import sys +import json +from bson.json_util import dumps + + +#configure tweepy +consumer_key = "" +consumer_secret = "" +access_token = " +access_token_secret = "TDd8WId2f7Cw8jDLdPcjJRM5lTlMGYiuLjUl1ped21euS" + +auth = tweepy.OAuthHandler(consumer_key, consumer_secret) +auth.set_access_token(access_token, access_token_secret) +api = tweepy.API(auth_handler=auth,wait_on_rate_limit=True,wait_on_rate_limit_notify=True) + +#get string to search for and start and end date from urllib +q = urllib.quote_plus("#microsoft OR #mojang") +start = urllib.quote_plus(sys.argv[1]) +end = urllib.quote_plus(sys.argv[2]) + +#set up mongodb collection +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() +#get tables - will create separate table for each day and merge all of the tables into db_streamT later. +#I will do this so that if error happens while getting tweets for one day I don't have to run the program +# for entire week again. +database = mongoConnection['twitter_analyzer'] +db_streamT = database['db_streamT' + start] + +#clean table is there are any data +db_streamT.drop() + + + +# Additional query parameters: +# since: {date} +# until: {date} +# Just add them to the 'q' variable: q+" since: 2014-01-01 until: 2014-01-02" + + +for tweet in tweepy.Cursor(api.search,q=q+" since:" + start + " until:" + end).items(): + db_streamT.insert(tweet._json) + diff --git a/test_please_disregard/test_dbStream.py b/test_please_disregard/test_dbStream.py new file mode 100644 index 0000000..a531df6 --- /dev/null +++ b/test_please_disregard/test_dbStream.py @@ -0,0 +1,34 @@ +import os +#jjimport sys +#import tweepy +#jimport datetime +#mport urllib +#import signal +import json +#import boto +#from boto.s3.connection import S3Connection +#import tweetserializer +#import tweetanalyzer +#from boto.s3.key import Key +#import numpy as np +#import pylab as pl +import pymongo +from bson.json_util import dumps +from bson.json_util import loads + + +try: + mongoConnection = pymongo.MongoClient() +except: + print "Connection failed" + exit() +#get tables +db_streamT = mongoConnection['twitter_analyzer'].db_streamT + +#extract tweet from tweet json +for tJson in db_streamT.find(): + print json.loads(dumps(tJson['tweetJson']))["text"].encode('utf8') + #print json.loads(dumps(tJson['tweetJson'])) + exit() + + diff --git a/test_please_disregard/test_plot.py b/test_please_disregard/test_plot.py new file mode 100644 index 0000000..47df98d --- /dev/null +++ b/test_please_disregard/test_plot.py @@ -0,0 +1,15 @@ +import numpy as np +import pylab as pl +dic = {} +with open ("histoTest.txt") as sourceFile: + for line in sourceFile: + print(line) + (key,val) = line.split(" ") + dic[int(key)] = val + +X=np.arange(len(dic)) +pl.bar(X,dic.keys(),width=0.2) +pl.xticks(X,dic.values()) +ymax= max(dic.keys())+1 +pl.ylim(0,ymax) +pl.show() diff --git a/test_please_disregard/test_plot.py~ b/test_please_disregard/test_plot.py~ new file mode 100644 index 0000000..c6f2416 --- /dev/null +++ b/test_please_disregard/test_plot.py~ @@ -0,0 +1,14 @@ +import numpy as np +import pylab as pl +dic = {} +with open ("histoTest.txt") as sourceFile: +for line in sourceFile: +print(line) +(key,val) = line.split(" ") +dic[int(key)] = val +X=np.arange(len(dic)) +pl.bar(X,dic.keys(),width=0.2) +pl.xticks(X,dic.values()) +ymax= max(dic.keys())+1 +pl.ylim(0,ymax) +pl.show() diff --git a/test_please_disregard/test_s3.py b/test_please_disregard/test_s3.py new file mode 100644 index 0000000..c72a902 --- /dev/null +++ b/test_please_disregard/test_s3.py @@ -0,0 +1,29 @@ +import os +import sys +import tweepy +import datetime +#mport urllib +import signal +import json +import boto +from boto.s3.connection import S3Connection +#import tweetserializer +#import tweetanalyzer +from boto.s3.key import Key +#import numpy as np +#import pylab as pl +import pymongo + + + +aws_access_key_id ='' +aws_secret_access_key= '' +aws_bucket_name='' + + +s3conn = S3Connection(aws_access_key_id,aws_secret_access_key) + +print "conn good" +bucket = s3conn.get_bucket(aws_bucket_name) + + diff --git a/test_please_disregard/test_s3.py~ b/test_please_disregard/test_s3.py~ new file mode 100644 index 0000000..7af3afa --- /dev/null +++ b/test_please_disregard/test_s3.py~ @@ -0,0 +1,29 @@ +import os +import sys +import tweepy +import datetime +#mport urllib +import signal +import json +import boto +from boto.s3.connection import S3Connection +#import tweetserializer +#import tweetanalyzer +from boto.s3.key import Key +#import numpy as np +#import pylab as pl +import pymongo + + + +aws_access_key_id ='AKIAIW66YJD5QMLM6NAQ' +aws_secret_access_key= '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' +aws_bucket_name='moonlightbucket' + + +s3conn = S3Connection(aws_access_key_id,aws_secret_access_key) + +print "conn good" +bucket = s3conn.get_bucket(aws_bucket_name) + + From 61464a00c29d956f21dfcc4a9ef6d8cc0f5e13cd Mon Sep 17 00:00:00 2001 From: kutsumigit Date: Sun, 12 Apr 2015 13:54:06 -0700 Subject: [PATCH 2/2] assign3 final --- README.md | 4 +++- README.md~ | 49 +------------------------------------------------ 2 files changed, 4 insertions(+), 49 deletions(-) diff --git a/README.md b/README.md index 2242ab7..e2acfae 100644 --- a/README.md +++ b/README.md @@ -1 +1,3 @@ -Please look at "ReadMe_Assignment3.pdf" +Please look at "ReadMe_Assignment3.pdf + +Please disregard this text. I just put it there so I am introducing a change in file in order to be able to create new pull request. diff --git a/README.md~ b/README.md~ index 0d616f3..2242ab7 100644 --- a/README.md~ +++ b/README.md~ @@ -1,48 +1 @@ -# Storing, Retrieving, and Analyzing Social Media Data Using MongoDB# - - - - -## Background Info ## -This assignment is built on top of the previous assignment. - -We'd like to utilize the twitter data (raw formats) that you gathered in assignment 2. - -##Lexical diversity ## -Lexical diversity is a measurement that provides a quantitative measure for the diversity of an individual's or group's vocabulary. It is calculated by finding the number of unique tokens in the text divided by the total number of tokens in the text. - -## 1-Storing Task ## - - - 1.1- Write a python program to automatically store the JSON files (associated with the #microsoft and #mojang hash tags) - returned by twitter api in a database called db_streamT. - - 1.2- Write a python program to insert the chucked data tweets (of assignment 2) that you have stored on S3 to mongoDB - in a database called db_tweets. - -## 2-Retrieving and Analyzing Task ## - 2.1- Analyze the tweets stored in db_tweets by finding the top 30 retweets as well as their associated usernames and the locations - of users. - - 2.2- Compute the lexical diversity of the tweets stored in db_streamT and store the results back to Mongodb. You need to create a collection - with appropriate structure for storing the results of your analysis. - - 2.3- Write a python program to create a db called db_followers that stores all the followers for all the users that - you find in task 2.1. Then, write a program to find the un-followed friends after a week for the top 10 users( users that have the highest number of followers in task 2.1) - since the time that you extracted the tweets. - - 2.4- .(Bonus task) Write a python program and use NLTK to analyze the top 30 retweets of task 2.1 as positive or negative (sentiment analysis). This is the bonus part of the assignment. - -##3-Storing and Retrieving Task## - - 3.1- Write a python program to create and store the backups of both db_tweets and db_streamT to S3. It also should have a capability of - loading the backups if necessary. - - -## What to Turn In ## - -1. A link to your S3 bucket that holds the backups documented in your README.md file. Make sure to make it publicly accessible. - -2. Your python codes. - -3. The plot of your lexical diversity in task 2.2 and the result of the sentiment analysis in task 2.4 if you complete the bonus part. +Please look at "ReadMe_Assignment3.pdf"