The graph represents a network of 5,338 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, 17 April 2021 at 21:12 UTC.
The requested start date was Saturday, 17 April 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 5-day, 1-hour, 43-minute period from Sunday, 11 April 2021 at 22:17 UTC to Saturday, 17 April 2021 at 00:00 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 : 5338
Unique Edges : 4971
Edges With Duplicates : 10133
Total Edges : 15104
Number of Edge Types : 5
Replies to : 3087
Tweet : 1509
Mentions : 5002
Retweet : 2343
MentionsInRetweet : 3163
Self-Loops : 1575
Reciprocated Vertex Pair Ratio : 0.0257456387169387
Reciprocated Edge Ratio : 0.0501988753257441
Connected Components : 747
Single-Vertex Connected Components : 581
Maximum Vertices in a Connected Component : 4184
Maximum Edges in a Connected Component : 13320
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.354696
Graph Density : 0.000255924183259266
Modularity : 0.381404
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,338 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, 17 April 2021 at 21:12 UTC.
The requested start date was Saturday, 17 April 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 5-day, 1-hour, 43-minute period from Sunday, 11 April 2021 at 22:17 UTC to Saturday, 17 April 2021 at 00:00 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:
[323] tax,return [278] irsnews,#irs [242] 17,2021 [241] april,15 [219] tax,filing [207] direct,deposit [204] tax,refund [191] filing,payment [180] stimulus,check [179] still,waiting Top Word Pairs in Tweet in G1:
[170] irsnews,#irs [139] tax,return [123] tax,filing [118] 17,2021 [106] filing,payment [100] extended,17 [100] 2021,still [99] irsnews,remember [97] deadline,extended [97] payment,deadline Top Word Pairs in Tweet in G2:
[57] #taxes,#irs [37] #irs,#taxseason [36] april,15 [36] zoom,calls [36] calls,#blockchain [36] #blockchain,tax [36] tax,auditing [36] auditing,experiencing [36] experiencing,game [36] game,changing Top Word Pairs in Tweet in G3:
[77] irsnews,irstaxpros [66] april,15 [65] #irs,reminder [63] estimated,tax [63] tax,return [55] learn,more [54] irstaxpros,#irs [48] tax,payment [48] payment,due [40] irsnews,irsnews Top Word Pairs in Tweet in G4:
[69] tax,fraud [66] alert,#ponzi [66] #ponzi,schemes [66] schemes,using [66] using,#bitcoin [66] #bitcoin,believe [66] believe,promises [66] promises,guaranteed [66] guaranteed,high [66] high,#investment Top Word Pairs in Tweet in G5:
[149] direct,deposit [119] mailing,address [114] irsnews,ustreasury [100] stimulus,check [76] still,waiting [70] irsnews,stimulus [67] paper,check [61] weeks,still [60] tax,refund [59] still,nothing Top Word Pairs in Tweet in G6:
[11] stimulus,checks [9] #irs,#directexpress [8] irs,sending [8] sending,stimulus [8] checks,killing [8] killing,people [8] people,#irs [8] #directexpress,#whitehouse [8] #whitehouse,#biden [8] #biden,#socialsecurity Top Word Pairs in Tweet in G7:
[11] housegop,ralphreed [9] #irs,went [9] went,big [9] big,fish [9] fish,robert [9] robert,mercer [9] mercer,rentech [8] macfinn44,#irs [8] fbi,dhsgov [7] dhsgov,secretservice Top Word Pairs in Tweet in G8:
[84] sushil,chandra [60] historic,day [34] chief,election [33] #wow,historic [33] day,irs [33] irs,ec [33] ec,sushil [33] chandra,#irs [33] #irs,1980 [33] 1980,appointed Top Word Pairs in Tweet in G9:
[51] question,simple [51] simple,irs [51] irs,track [51] track,monthly [51] monthly,child [51] child,tax [51] tax,credit [51] credit,payments [51] payments,starting [51] starting,july Top Word Pairs in Tweet in G10:
[5] statedept,blm_to [5] blm_to,blmla [5] blmla,usc [5] usc,aliciagarza [5] aliciagarza,opalayo [5] opalayo,torontocomms [5] torontocomms,citynews [5] citynews,thetorontosun [5] thetorontosun,torontostar [5] torontostar,cbctoronto 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 G4:
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:
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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: