The graph represents a network of 4,846 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 22:29 UTC.
The tweets in the network were tweeted over the 3530-day, 1-hour, 21-minute period from Wednesday, 15 May 2013 at 23:39 UTC to Saturday, 14 January 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 : 4846
Unique Edges : 3967
Edges With Duplicates : 8929
Total Edges : 12896
Number of Edge Types : 9
Replies to : 989
MentionsInReplyTo : 2724
Tweet : 1561
Retweet : 2343
MentionsInRetweet : 3361
Quote : 326
Mentions : 1245
MentionsInQuoteReply : 47
MentionsInQuote : 300
Self-Loops : 1882
Reciprocated Vertex Pair Ratio : 0.011699604743083
Reciprocated Edge Ratio : 0.0231286138459134
Connected Components : 753
Single-Vertex Connected Components : 547
Maximum Vertices in a Connected Component : 3551
Maximum Edges in a Connected Component : 10845
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.857024
Graph Density : 0.000272542929025119
Modularity : 0.47035
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,846 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 22:29 UTC.
The tweets in the network were tweeted over the 3530-day, 1-hour, 21-minute period from Wednesday, 15 May 2013 at 23:39 UTC to Saturday, 14 January 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:
[477] abolish,#irs [307] 87,000 [279] tax,code [277] income,tax [262] make,tax [241] consumption,tax [237] need,abolish [236] #irs,make [236] fit,postcard [235] fairer,flatter Top Word Pairs in Tweet in G1:
[33] income,tax [27] #taxes,#irs [25] tax,season [20] abolish,#irs [18] tax,returns [18] 87,000 [17] abolish,irs [17] #irs,#taxes [16] ch,bps [15] #irs,#tax Top Word Pairs in Tweet in G2:
[72] irsnews,#irs [58] adamentous,ktbenner [57] nytmike,adamentous [56] doj,irsnews [56] ktbenner,doj [54] rcg3211978,nytmike [42] jan,23 [37] victims,severe [37] severe,winter [34] tax,relief Top Word Pairs in Tweet in G3:
[64] irsnews,#irs [26] need,help [25] learn,more [24] tax,relief [23] coinbase,stepping [23] stepping,plate [23] assist,make [23] users,looks [23] help,auditing [23] irstaxpros,need Top Word Pairs in Tweet in G4:
[45] #gop,#maga [42] 87,000 [39] #irs,#homelandsecurity [37] #bbcnews,#foxnews [29] #republicans,#gop [29] #msnbc,#whitehouse [29] #congress,#democrats [29] #maga,#magaga [29] #senate,#congress [29] #democrats,#republicans Top Word Pairs in Tweet in G5:
[224] shouldn,live [224] re,investigating [224] investigating,investigators [224] american,citizens [224] fear,government [224] government,re [224] citizens,shouldn [224] live,fear [222] repscottperry,american [222] investigators,lef Top Word Pairs in Tweet in G6:
[235] make,tax [235] need,abolish [235] fairer,flatter [235] code,fairer [235] taxes,fit [235] tax,code [235] abolish,#irs [235] fit,postcard [235] #irs,make [235] flatter,taxes Top Word Pairs in Tweet in G7:
[168] abolish,#irs [158] soon,vote [151] national,consumption [151] consumption,tax [150] bill,abolish [149] create,national [149] #irs,create [149] vote,bill [149] house,soon [149] tax,repbuddycarter Top Word Pairs in Tweet in G8:
[29] 87,000 [23] irs,agents [16] 000,irs [13] investigate,trumps [13] 000,#irs [13] #irs,go [13] over,ten [13] go,people [12] good,hear [12] speakermccarthy,good Top Word Pairs in Tweet in G9:
[29] 87,000 [23] 000,irs [22] cnn,msnbc [21] let's,facts [21] employees,cnn [21] msnbc,abc [21] straight,87 [21] cbsnews,nbcnews [21] nbcnews,nytimes [21] facts,straight Top Word Pairs in Tweet in G10:
[112] defund,#irs [110] tax,cheats [109] pass,defund [109] masters,rich [109] #gop,admits [109] admits,masters [109] rich,tax [109] #irs,don [109] free,pass [109] cheats,#tfg Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
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:
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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:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: