The graph represents a network of 5,207 Twitter users whose tweets in the requested range contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 May 2022 at 21:31 UTC.
The requested start date was Saturday, 21 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 19-hour, 54-minute period from Monday, 09 May 2022 at 03:07 UTC to Friday, 20 May 2022 at 23:01 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 5207
Unique Edges : 5460
Edges With Duplicates : 12142
Total Edges : 17602
Number of Edge Types : 5
Replies to : 1457
Mentions : 6921
Retweet : 2769
MentionsInRetweet : 4000
Tweet : 2455
Self-Loops : 2504
Reciprocated Vertex Pair Ratio : 0.0199038204648678
Reciprocated Edge Ratio : 0.0390307793058284
Connected Components : 652
Single-Vertex Connected Components : 467
Maximum Vertices in a Connected Component : 4049
Maximum Edges in a Connected Component : 15058
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.908395
Graph Density : 0.000281654892742054
Modularity : 0.358379
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,207 Twitter users whose tweets in the requested range contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 May 2022 at 21:31 UTC.
The requested start date was Saturday, 21 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 19-hour, 54-minute period from Monday, 09 May 2022 at 03:07 UTC to Friday, 20 May 2022 at 23:01 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[224] tax,return [204] learn,more [171] #css,#cssaspirants [165] tax,credit [161] irsnews,#irs [153] 30,million [153] income,tax [149] #pas,#irs [142] tax,withholding [141] #irs,#ias Top Word Pairs in Tweet in G1:
[72] tax,return [69] #irs,urges [63] social,media [59] irsnews,dptohacienda [53] scammers,operate [53] operate,bogus [53] bogus,charities [53] charities,solicit [53] solicit,money [53] money,information Top Word Pairs in Tweet in G2:
[24] irsnews,potus [21] irs_ci,irsnews [20] potus,vp [19] fbi,irsnews [16] irs_ci,irstaxpros [16] usa,irsnews [13] tax,credits [13] change,potus [12] irsnews,fbi [12] continually,claim Top Word Pairs in Tweet in G3:
[35] tax,return [32] tax,withholding [27] learn,more [27] irsnews,#irs [26] tax,credit [24] webinar,called [24] income,tax [21] free,webinar [21] #irs,urges [21] irstaxsecurity,#irs Top Word Pairs in Tweet in G4:
[48] #ias,#ips [45] visit,website [45] #ifs,#irs [44] #ips,#ifs [43] website,more [43] more,follow [43] follow,whispersinthec [43] whispersinthec,daily [43] daily,updates [43] updates,#bureaucracy Top Word Pairs in Tweet in G5:
[114] fraud,scheme [113] scheme,#irs [113] years,prison [110] half,years [106] #covid19,relief [105] two,florida [105] florida,men [105] men,sentenced [105] sentenced,ten [105] ten,six Top Word Pairs in Tweet in G6:
[112] learn,more [83] irsnews,#irs [83] tax,return [79] crédito,tributario [78] tributario,niños [72] tax,credit [68] income,tax [63] tax,withholding [53] #irs,hiring [51] #irs,tax Top Word Pairs in Tweet in G7:
[106] contact,local [105] owed,#reparations [105] #reparations,contact [105] local,#blm [105] #blm,chapter [105] chapter,three [105] three,women [105] women,kindly [105] kindly,organized [105] organized,#nonprofit Top Word Pairs in Tweet in G8:
[68] 30,million [68] million,paper [68] paper,filed [68] accountingtoday,#irs [67] estimated,30 [65] filed,information [63] #irs,decided [63] decided,destroy [63] destroy,estimated [63] information,return Top Word Pairs in Tweet in G9:
[24] see,chrislarsensf [24] chrislarsensf,made [24] made,presentation [24] presentation,#xrp [24] #xrp,oct [24] oct,2013 [24] 2013,secgov [24] secgov,ustreasury [23] cryptolawus,see [23] ustreasury,federalreser Top Word Pairs in Tweet in G10:
[12] tax,returns [10] need,help [10] irsnews,sbagov [9] still,waiting [9] repmikequigley,irs [8] come,mobile [8] mobile,hours [8] hours,phillipsburg [8] phillipsburg,today [8] today,until 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 G5:
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:
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:
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Top Tweeters in G9:
Top Tweeters in G10: