The graph represents a network of 4,952 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, 04 September 2021 at 21:12 UTC.
The requested start date was Saturday, 04 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 11-day, 4-hour, 5-minute period from Monday, 23 August 2021 at 18:55 UTC to Friday, 03 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 : 4952
Unique Edges : 4813
Edges With Duplicates : 11091
Total Edges : 15904
Number of Edge Types : 5
Tweet : 2317
Mentions : 4424
Retweet : 2803
MentionsInRetweet : 4645
Replies to : 1715
Self-Loops : 2377
Reciprocated Vertex Pair Ratio : 0.0170854271356784
Reciprocated Edge Ratio : 0.033596837944664
Connected Components : 650
Single-Vertex Connected Components : 492
Maximum Vertices in a Connected Component : 3954
Maximum Edges in a Connected Component : 13971
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.519452
Graph Density : 0.000288938218124045
Modularity : 0.376135
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 4,952 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, 04 September 2021 at 21:12 UTC.
The requested start date was Saturday, 04 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 11-day, 4-hour, 5-minute period from Monday, 23 August 2021 at 18:55 UTC to Friday, 03 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:
[336] #childtaxcredit,payments [334] tax,credit [265] learn,more [264] irsnews,#irs [252] child,tax [233] tax,return [222] tax,returns [221] covid,19 [219] advance,#childtaxcredit [169] six,southern Top Word Pairs in Tweet in G1:
[155] tax,deductible [154] donations,seem [154] seem,made [154] made,taliban [154] taliban,tax [154] deductible,irsnews [153] nickadamsinusa,donations [149] #childtaxcredit,payments [124] tax,credit [109] child,tax Top Word Pairs in Tweet in G2:
[51] #ias,#ips [40] tax,credit [34] child,tax [33] #taxes,#irs [32] #irs,#taxes [32] #ips,#irs [30] #prelims,#upsc [30] #upsc,#dailyquiz [30] #dailyquiz,#ias [30] #irs,#forestservice Top Word Pairs in Tweet in G3:
[168] six,southern [168] southern,california [168] california,companies [168] companies,convicted [168] convicted,scheming [168] scheming,avoid [168] avoid,payment [168] payment,billion [168] billion,duties [168] duties,imported Top Word Pairs in Tweet in G4:
[41] #childtaxcredit,payments [40] irsnews,irstaxpros [37] tax,return [35] tax,returns [34] tax,credit [32] #irs,urges [31] child,tax [28] learn,more [26] #irs,reminder [24] irstaxsecurity,#irs Top Word Pairs in Tweet in G5:
[129] month,pandemic [117] 000,month [109] #monthlystimuluschecksnow,000 [108] mrssarahmargar1,lalate [95] pandemic,years [91] waysmeanscmte,lalate [91] lalate,repjoshg [91] repjoshg,probsolvecaucus [91] probsolvecaucus,#monthlystimuluschecksnow [88] #ssdi,#va Top Word Pairs in Tweet in G6:
[45] learn,more [45] irssmallbiz,#irs [43] tax,returns [43] business,tax [37] tax,credit [31] tax,records [30] small,business [27] irsnews,#irs [26] covid,19 [24] #irs,video Top Word Pairs in Tweet in G7:
[123] still,answer [123] answer,question [123] question,paid [123] paid,supreme [123] supreme,court [123] court,justice [123] justice,brett [123] brett,kavanaugh [123] kavanaugh,92 [123] 92,000 Top Word Pairs in Tweet in G8:
[21] board,directors [19] directors,benandjerrys [19] head,board [19] accused,watchdog [19] watchdog,complaint [18] #irs,self [17] jerusalem_post,head [17] benandjerrys,accused [17] complaint,#irs [3] #irs,records Top Word Pairs in Tweet in G9:
[28] dreams,before [28] before,#tether [25] #hedge,#crypto [25] #crypto,dreams [21] #tether,#gold [20] #gold,usa [20] usa,alaskan [20] alaskan,elephant [20] elephant,country [20] country,kirill Top Word Pairs in Tweet in G10:
[6] covid,19 [4] trysmallbiz,sbagov [4] sbagov,sbaisabel [4] sbaisabel,promised [4] promised,help [4] help,businesses [4] businesses,back [4] back,2020 [4] 2020,covid [4] 19,day Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: