The graph represents a network of 5,732 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, 02 October 2021 at 21:11 UTC.
The requested start date was Saturday, 02 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 7-day, 6-hour, 9-minute period from Friday, 24 September 2021 at 16:51 UTC to Friday, 01 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 : 5732
Unique Edges : 5453
Edges With Duplicates : 10440
Total Edges : 15893
Number of Edge Types : 5
Tweet : 1596
Mentions : 4680
Retweet : 2877
MentionsInRetweet : 4200
Replies to : 2540
Self-Loops : 1626
Reciprocated Vertex Pair Ratio : 0.0270138124923603
Reciprocated Edge Ratio : 0.0526065222566056
Connected Components : 684
Single-Vertex Connected Components : 512
Maximum Vertices in a Connected Component : 4535
Maximum Edges in a Connected Component : 13911
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.896589
Graph Density : 0.000255767929051766
Modularity : 0.442757
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,732 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, 02 October 2021 at 21:11 UTC.
The requested start date was Saturday, 02 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 7-day, 6-hour, 9-minute period from Friday, 24 September 2021 at 16:51 UTC to Friday, 01 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:
[694] banks,report [682] report,transactions [677] 600,#irs [673] fact,#democrats [673] #democrats,force [673] force,banks [673] transactions,low [673] low,600 [673] #irs,proof [670] peterschiff,fact Top Word Pairs in Tweet in G1:
[129] tax,credit [129] irsnews,same [127] child,tax [86] tax,return [85] irsnews,still [59] still,waiting [56] september,payment [53] irsnews,#irs [53] fuck,fuck [51] irsnews,mine Top Word Pairs in Tweet in G2:
[73] 800,829 [46] irsnews,irstaxpros [45] amended,return [44] tax,credit [41] child,tax [41] 22,weeks [38] amended,returns [37] 829,0582 [37] 0582,extension [37] extension,623 Top Word Pairs in Tweet in G3:
[664] fact,#democrats [664] #democrats,force [664] force,banks [664] banks,report [664] report,transactions [664] transactions,low [664] low,600 [664] 600,#irs [664] #irs,proof [663] peterschiff,fact Top Word Pairs in Tweet in G4:
[552] weaponizing,irs [552] sen,johnboozman [552] johnboozman,president [552] biden,proposal [552] proposal,radical [552] radical,expansion [545] epochtimes,weaponizing [521] president,biden [510] expansion,#irs [471] irs,sen Top Word Pairs in Tweet in G5:
[85] congress,protect [85] protect,americans [85] americans,another [85] another,instance [85] instance,irs [85] irs,invading [85] invading,lives [85] lives,pocketbooks [85] pocketbooks,oppose [85] oppose,ill Top Word Pairs in Tweet in G6:
[53] irsnews,#irs [47] learn,more [44] tax,return [43] stimulus,check [34] small,business [34] apply,today [33] #irs,reminder [32] tax,payments [31] #irs,urges [28] estimated,tax Top Word Pairs in Tweet in G7:
[45] pleads,guilty [42] scheme,#irs [41] fraud,#irs [41] fraud,scheme [38] #irs,dmanews1 [35] worcester,dental [35] dental,office [35] office,manager [35] manager,pleads [35] guilty,role Top Word Pairs in Tweet in G8:
[41] reddit,taxpros [41] #irs,#income [41] #income,#tax [22] know,used [22] used,congressional [22] congressional,games [22] games,comes [22] comes,shutdown [22] shutdown,devastating [22] devastating,taxpayers Top Word Pairs in Tweet in G9:
[18] tax,credit [17] irsnews,cbsmoneywatch [16] child,tax [16] persuailove,irsnews [15] kairebaire,irsnews [11] jessica880210,irsnews [11] bellawella21,jen_hughes12207 [11] jen_hughes12207,alphaswife31 [11] alphaswife31,njsportsnut [11] njsportsnut,irsnews Top Word Pairs in Tweet in G10:
[5] #ias,sh [5] #irs,ms [5] ms,brar [5] brar,sh [5] sh,pranav [5] pandit,sh [5] sh,antil [4] doptgoi,itdc_theashok [3] kishanreddybjp,kishanreddyofc [3] kishanreddyofc,shripadynaik Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
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:
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Top Mentioned in G7:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: