The graph represents a network of 4,279 Twitter users whose recent tweets contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 22:30 UTC.
The tweets in the network were tweeted over the 1735-day, 12-hour, 56-minute period from Saturday, 09 June 2018 at 12:04 UTC to Saturday, 11 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4279
Unique Edges : 3997
Edges With Duplicates : 12911
Total Edges : 16908
Number of Edge Types : 9
Retweet : 2000
MentionsInRetweet : 3220
Mentions : 1388
Replies to : 900
Tweet : 1784
MentionsInReplyTo : 6657
MentionsInQuote : 437
Quote : 203
MentionsInQuoteReply : 319
Self-Loops : 2138
Reciprocated Vertex Pair Ratio : 0.021759549154665
Reciprocated Edge Ratio : 0.0425923088708442
Connected Components : 596
Single-Vertex Connected Components : 423
Maximum Vertices in a Connected Component : 3002
Maximum Edges in a Connected Component : 14478
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.220224
Graph Density : 0.000356558296325456
Modularity : 0.35223
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,279 Twitter users whose recent tweets contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 22:30 UTC.
The tweets in the network were tweeted over the 1735-day, 12-hour, 56-minute period from Saturday, 09 June 2018 at 12:04 UTC to Saturday, 11 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #IRS OR @IRSNews OR @IRSTaxPros
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[204] tax,return [185] tax,code [180] fair,tax [180] consumption,tax [179] tax,act [179] current,tax [179] repbuddycarter,replace [179] introduced,repbuddycarter [179] act,introduced [179] national,consumption Top Word Pairs in Tweet in G1:
[156] sen_joemanchin,irsnews [57] tax,return [44] vote,against [36] internal,revenue [36] revenue,service [34] service,irsnews [34] irsnews,#irs [34] daniel,werfel [32] tax,credit [31] against,daniel Top Word Pairs in Tweet in G2:
[41] irsnews,ustreasury [40] #ed38399669sr,secgov [40] ct,89011 [40] ravenna,ct [40] el',king [40] rate,#re [40] lucifer,yahawashi [40] eaenki,kingheylel [40] cnalive,cathcharitiesnv [40] name,el' Top Word Pairs in Tweet in G3:
[113] tax,return [94] learn,more [74] irsnews,#irs [48] #irs,offers [48] tax,returns [45] tax,credit [45] identity,theft [43] #irs,ci [41] #irs,tax [36] irsnews,irstaxpros Top Word Pairs in Tweet in G4:
[44] #taxes,#irs [32] #irs,#taxes [29] ch,bps [23] tax,relief [23] learn,more [18] georgia,alabama [18] january,12 [18] alabama,affected [18] severe,storms [18] affected,severe Top Word Pairs in Tweet in G5:
[180] fair,tax [179] tax,code [179] repbuddycarter,replace [179] introduced,repbuddycarter [179] tax,act [179] consumption,tax [179] tax,known [179] code,national [179] current,tax [179] act,introduced Top Word Pairs in Tweet in G6:
[16] daniel,werfel [13] read,more [13] ustreasury,irsnews [6] #irs,commissioner [6] read,latest [5] take,helm [5] crucial,time [5] history,following [5] agency,history [5] #irs,crucial Top Word Pairs in Tweet in G7:
[122] #irs,audits [122] yellen,united [122] treasury,admitted [122] admitted,video [122] 90,#irs [122] secretary,treasury [122] janet,yellen [122] states,secretary [122] united,states [122] video,90 Top Word Pairs in Tweet in G8:
[34] paycheck,stand [34] chance,against [34] against,#irs [34] #fairtax,fix [34] stand,chance [34] enterprise,#fairtax [34] #irs,criminal [34] criminal,enterprise [33] fairtaxofficial,paycheck [14] request,treasu Top Word Pairs in Tweet in G9:
[25] investopedia,#irs [13] employee,retention [13] retention,credit [13] #irs,#tax [11] daily,thanks [11] #irs,#taxes [11] #taxes,#irs [10] taxed,investopedia [9] credit,claims [6] special,thanks Top Word Pairs in Tweet in G10:
[33] joseaponte51,quiquitomelende [33] trschatz51,tonysagardia [33] carmelorios,joseaponte51 [33] tonysagardia,carmelorios [28] sechaciendaa,trschatz51 [28] quiquitomelende,repjorgenavarro [26] rodolfoblasterr,sechaciendaa [19] dptoagricultura,pedropierluisi [19] todonoticias,noticiamerica [19] ramonluisrivera,oegpr Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: