The graph represents a network of 4,326 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, 25 September 2021 at 21:10 UTC.
The requested start date was Saturday, 25 September 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 4-day, 3-hour, 36-minute period from Monday, 20 September 2021 at 19:24 UTC to Friday, 24 September 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 : 4326
Unique Edges : 5499
Edges With Duplicates : 10292
Total Edges : 15791
Number of Edge Types : 5
Mentions : 5253
Replies to : 4411
Retweet : 1642
MentionsInRetweet : 3435
Tweet : 1050
Self-Loops : 1083
Reciprocated Vertex Pair Ratio : 0.0316984085572658
Reciprocated Edge Ratio : 0.0614489821722089
Connected Components : 446
Single-Vertex Connected Components : 351
Maximum Vertices in a Connected Component : 3655
Maximum Edges in a Connected Component : 14685
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.045798
Graph Density : 0.000422716255254557
Modularity : 0.351697
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,326 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, 25 September 2021 at 21:10 UTC.
The requested start date was Saturday, 25 September 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 4-day, 3-hour, 36-minute period from Monday, 20 September 2021 at 19:24 UTC to Friday, 24 September 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:
[409] tax,credit [390] child,tax [230] september,ctc [212] fuck,fuck [203] irsnews,still [197] irsnews,same [162] september,payment [146] still,waiting [137] bank,account [134] tax,return Top Word Pairs in Tweet in G1:
[212] fuck,fuck [115] irsnews,still [95] child,tax [91] tax,credit [86] still,waiting [61] september,payment [54] tax,return [54] haven't,received [46] irsnews,#irs [44] irsnews,same Top Word Pairs in Tweet in G2:
[196] child,tax [193] tax,credit [180] september,ctc [114] sept,ctc [104] ctc,portal [103] portal,shows [102] nothing,help [101] ur,sept [101] jul,aug [101] aug,ctc Top Word Pairs in Tweet in G3:
[38] irsnews,irstaxpros [27] tax,return [26] irsnews,#irs [24] #irs,urges [23] tax,credit [19] child,tax [17] tax,deduction [16] deduction,opportunities [15] contributions,food [15] food,inventory Top Word Pairs in Tweet in G4:
[38] #ias,#ips [35] congress,protect [35] protect,americans [35] americans,another [35] another,instance [35] instance,irs [35] irs,invading [35] invading,lives [35] lives,pocketbooks [35] pocketbooks,oppose Top Word Pairs in Tweet in G5:
[73] irsnews,same [58] pure_hazel_,irsnews [53] bethanydameron,pure_hazel_ [52] kaila_naylor,irsnews [45] irsnews,mine [42] dawnfamiano,irsnews [38] tax,credit [30] child,tax [24] irsnews,youtube [22] curtis_roberts,irsnews Top Word Pairs in Tweet in G6:
[70] jessejrvasquez1,newsblurt [70] newsblurt,transaction [70] transaction,rent [70] rent,car [70] car,payment [70] payment,pay [70] pay,check [70] check,alert [70] alert,#irs [70] #irs,anyone Top Word Pairs in Tweet in G7:
[34] stimulus,check [28] receive,stimulus [27] americans,disabilities [27] disabilities,supposed [27] supposed,receive [27] stimulus,checks [27] checks,first [25] child,tax [24] tax,credit [16] check,americans Top Word Pairs in Tweet in G8:
[38] davidwebbshow,rudygiuliani [37] rudygiuliani,hey [37] hey,enough [37] enough,joebiden's [37] joebiden's,cut [37] cut,pay [37] pay,taxes [37] taxes,irsnews [36] irsnews,#hunterbi [9] banks,oppose Top Word Pairs in Tweet in G9:
[21] learn,more [14] irssmallbiz,#irs [14] more,#irs [14] crédito,tributario [14] tributario,hijos [13] #irs,reminder [13] victims,hurricane [12] business,tax [12] #irs,ofrece [12] asistente,elegibilidad Top Word Pairs in Tweet in G10:
[47] weaponizing,irs [47] irs,sen [47] sen,johnboozman [47] johnboozman,president [47] president,biden [47] biden,proposal [47] proposal,radical [47] radical,expansion [47] expansion,#irs [46] epochtimes,weaponizing 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 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:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: