# # BSD license : http://creativecommons.org/licenses/BSD/ # # Copyright (c) 2009, Judith Elaine Bush # All rights reserved. # Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: #¥ Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. #¥ Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. #¥ Neither the name of Judith Elaine Bush nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. 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BEGIN {# D = 0; print "" > "Tweets.txt"; print "" > "CleanTweets.txt"; print "Twitter handle\treplied to" > "Handle_RepliedTo.txt"; print "Twitter handle\tcited" > "Handle_Cited.txt"; print "Twitter handle\tmentioned" > "Handle_Mentioned.txt"; print "Twitter handle\ttime (epoch seconds)" > "Handle_Epoch.txt"; Mentions["startup"]="initialization"; delete Mentions; # Mentions is now an array entry=0; } # I'm using the title instead of the message because the message has Twitter identities # marked up in entity encoded HTML. Unfortunately there's also a title for the document: # we want the title child of entry. Yeah, i should do this in an XML aware environment. gsub("", "", $1) == 1{entry=1}; gsub("", "", $1) == 1{entry=0}; gsub ("", "", $0) ==1 && entry == 1{# gsub("","",$0); ZuluDate = $0; # eg: 2009-06-10T21:36:45Z # print ZuluDate",1" >> "Zuludate.csv"; split($1,Zulu,"T"); #eg Zulu[1] = 2009-06-10 & Zulu[2]=21:36:45Z split(Zulu[1],Date,"-"); gsub("Z","",Zulu[2]); split(Zulu[2],Time,":"); #Turns datespec into a time stamp of the same form as returned by systime(). #The datespec is a string of the form YYYY MM DD HH MM SS[ DST]. TS=mktime(Date[1]" "Date[2]" "Date[3]" "Time[1]" "Time[2]" "Time[3]); # %s is replaced by the number of seconds since the Epoch, UTC (see mktime(3)). epoch = strftime("%s",TS ); } gsub("", "", $1) == 1 && entry == 1{# if (D == 1){print "title block: "$0;} gsub("", "", $0); tweet=$0; # REPLIES: we'll assume replies begin with a handle reply = index($1,"@"); # if reply == 1, this is a reply if (reply == 1){ReplyTo = $1}; # ReTweets: we'll assume retweets (disseminater) begin with RT & will have a cited handle next if ($1 == "RT" || $1 == "rt"){# retweet = 1; if (index($2,"@") == 1){# #last character may be punctuation # gsub(/[[:punct:]]$/,"",$2); ## Thanks to @_cb_ i won't make this mistake gsub(/[~`!$%^&*()-+={\[}\]|\\:;"'<,>\.\?/]$/,"",$2); Cited = $2; } else {Cited = "missing"}; } else {retweet = 0}; # Mentions & clean up: # capture the entirety of the network # and pull out handles & tags for wordles, etc i=1 while (i <= NF){# move through all the fields if (index($i,"@") == 1){#we probably have a handle #last character may be punctuation # gsub(/[[:punct:]]$/,"",$i); # Thanks to @_cb_ i won't make this mistake gsub(/[~`!$%^&*()-+={\[}\]|\\:;"'<,>\.\?/]$/,"",$i); Mentions[i]=$i; #this creates an array of all handles in the tweet $i=""; # purging handles } if (index($i,"#") == 1){#we probably have a tag Tags[i]=$i; #this creates an array of all tags in the tweet $i=""; # purging tags } i++; }; clean_tweet=$0; if (D == 1){print "Title ends: "$0;} } # Parsing the Atom author block which comes after the title block in the entry $1 == "" {# This is unnecessary at this point. next}; gsub("", "", $1) == 1{# name has the form handle (display name) gsub("", "", $0); handle=$1; name=$0; } gsub("", "", $1) == 1{# gsub("", "", $0); uri=$0; } # When we reach the end of author block, we have both the raw tweet and the author # information. Now to analyze. Note # Network graph: http://manyeyes.alphaworks.ibm.com/manyeyes/page/Network_Diagram.html # Block Histogram: http://manyeyes.alphaworks.ibm.com/manyeyes/page/Block_Histogram.html $1 == "" {# At the end of the block, create the key & count things if (D == 1){print "/Author block";} key=""name""; handle_array[handle]++; # count of tweets by handle author_array[key]++ ; # count of tweets by HTML of author if (reply == 1){# handle_replies[handle]++;# count of reply messages by handle print "@"handle"\t"ReplyTo >> "Handle_RepliedTo.txt"; # for network graph } if (retweet == 1){# handle_retweets[handle]++;# count of retweets by handle print "@"handle"\t"Cited >> "Handle_Cited.txt"; # for network graph } if (asort(Mentions) != 0){# we have a populated array handle_mentions[handle]++;# count of tweets with mentions by handle for (n in Mentions){# loop through all mentions print "@"handle"\t"Mentions[n] >> "Handle_Mentioned.txt"; # for network graph } } delete Mentions;# deletes all values from the Mentions array delete Tags; # deletes all values from the Tags array # this file of tweet texts can be used for wordles or similar print "@"handle"\t"epoch >> "Handle_Epoch.txt"; #for (frequency) block histogram print tweet >> "Tweets.txt" ; print clean_tweet >> "CleanTweets.txt"; if (D == 1){print "/Author ends";} } END {# Print to destination files print "Twitter handle\ttweet count\treplies\tretweets\tmentions" > "HandleTweetCount.txt"; for (h in handle_array) {# The handle array has all the handles of tweet authors # We want zeros and not nulls in the array for handles without certain activity handle_replies[h]=handle_replies[h]+0; handle_retweets[h]=handle_retweets[h]+0; handle_mentions[h]=handle_mentions[h]+0; print "@"h"\t"handle_array[h]"\t"handle_replies[h]"\t"handle_retweets[h]"\t"handle_mentions[h] >> "HandleTweetCount.txt"; } for (name in author_array) {print author_array[name]" "name > "AuthorTweetCount.html"}; }