The graph represents a network of 5,558 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, 30 October 2021 at 21:13 UTC.
The requested start date was Saturday, 30 October 2021 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 9-day, 7-hour, 38-minute period from Wednesday, 20 October 2021 at 15:22 UTC to Friday, 29 October 2021 at 23:00 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 : 5558
Unique Edges : 5484
Edges With Duplicates : 11768
Total Edges : 17252
Number of Edge Types : 5
Replies to : 1513
Mentions : 5389
Tweet : 2058
MentionsInRetweet : 4971
Retweet : 3321
Self-Loops : 2163
Reciprocated Vertex Pair Ratio : 0.0129015937262838
Reciprocated Edge Ratio : 0.0254745254745255
Connected Components : 725
Single-Vertex Connected Components : 536
Maximum Vertices in a Connected Component : 4332
Maximum Edges in a Connected Component : 15107
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.923073
Graph Density : 0.000259277675965458
Modularity : 0.400878
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,558 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, 30 October 2021 at 21:13 UTC.
The requested start date was Saturday, 30 October 2021 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 9-day, 7-hour, 38-minute period from Wednesday, 20 October 2021 at 15:22 UTC to Friday, 29 October 2021 at 23:00 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:
[344] multimillion,dollar [340] former,president [335] attorney,announces [335] announces,indictment [335] indictment,charging [335] charging,former [335] president,bookkeeper [335] bookkeeper,moving [335] moving,company [335] company,multimillion Top Word Pairs in Tweet in G1:
[153] #childtaxcredit,payments [103] learn,more [103] irsnews,#irs [96] senrickscott,irsnews [83] advance,#childtaxcredit [79] tax,credit [73] raise,taxes [67] biden,raise [66] joe,biden [65] 450,000 Top Word Pairs in Tweet in G2:
[53] housefloor,senatefloor [47] bank,accounts [42] gop,thedemocrats [40] ustreasury,irsnews [40] thedemocrats,fbi [40] fbi,ussupremecourt [40] ussupremecourt,irstaxpros [40] irstaxpros,rocnation [40] congressdotgov,librarycongress [39] rocnation,cia Top Word Pairs in Tweet in G3:
[343] multimillion,dollar [334] attorney,announces [334] announces,indictment [334] indictment,charging [334] charging,former [334] former,president [334] president,bookkeeper [334] bookkeeper,moving [334] moving,company [334] company,multimillion Top Word Pairs in Tweet in G4:
[55] #taxes,#irs [33] #irs,#money [28] #irs,#taxes [27] #money,#moneytips [27] #moneytips,#taxtips [18] bank,accounts [16] 10,000 [16] learn,more [15] tax,return [15] tax,returns Top Word Pairs in Tweet in G5:
[39] irsnews,irstaxpros [30] #childtaxcredit,payments [26] #irs,urges [24] irstaxpros,#irs [23] tax,return [22] #irs,reminds [19] social,media [19] #irs,reminder [18] tax,refund [16] learn,more Top Word Pairs in Tweet in G6:
[101] irssmallbiz,#irs [94] small,business [66] learn,more [64] apply,today [63] reddit,taxpros [62] #irs,#income [62] #income,#tax [43] tax,return [43] #irs,small [42] #irs,reminds Top Word Pairs in Tweet in G7:
[147] understand,messed [147] messed,manchin [147] manchin,sen [147] sen,joemanchinwv [147] against,revenue [147] revenue,scheme [147] scheme,proposed [144] epochtimes,understand [81] joemanchinwv,come [81] come,against Top Word Pairs in Tweet in G8:
[136] narendramodi,tale [136] tale,two [136] two,#irs [136] #irs,burecracy [136] burecracy,dont [136] dont,work [136] work,government [136] government,work [136] work,themself [136] themself,#arvindkejriwal Top Word Pairs in Tweet in G9:
[16] irsnews,ottolubangakene [10] ottolubangakene,vp [7] ottolubangakene,ottolubangakene [6] ottolubangakene,irsnews [5] omahachamber,irsnews [4] month,completed [4] completed,tax [4] tax,return [4] return,turbotax [4] turbotax,going Top Word Pairs in Tweet in G10:
[93] really,live [93] live,country [93] country,government [93] government,knows [93] knows,intimate [93] intimate,details [93] details,life [93] life,including [92] senjohnkennedy,really [92] including,finan 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 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:
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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: