The graph represents a network of 4,887 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 July 2022 at 21:31 UTC.
The requested start date was Saturday, 02 July 2022 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, 9-hour, 4-minute period from Monday, 20 June 2022 at 13:55 UTC to Friday, 01 July 2022 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 : 4887
Unique Edges : 8612
Edges With Duplicates : 13045
Total Edges : 21657
Number of Edge Types : 5
Tweet : 2418
Retweet : 3122
MentionsInRetweet : 7200
Mentions : 7475
Replies to : 1442
Self-Loops : 2504
Reciprocated Vertex Pair Ratio : 0.0111633914567765
Reciprocated Edge Ratio : 0.0220802919708029
Connected Components : 682
Single-Vertex Connected Components : 504
Maximum Vertices in a Connected Component : 3705
Maximum Edges in a Connected Component : 19143
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.687486
Graph Density : 0.000459002184532112
Modularity : 0.41251
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,887 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 July 2022 at 21:31 UTC.
The requested start date was Saturday, 02 July 2022 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, 9-hour, 4-minute period from Monday, 20 June 2022 at 13:55 UTC to Friday, 01 July 2022 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:
[291] potus,vp [273] irsnews,#irs [270] fbi,nsagov [269] dhsgov,irsnews [268] atfhq,fbi [268] nsagov,potus [268] vp,fda [268] fda,speakerpelosi [268] speakerpelosi,gavinnewsom [268] gavinnewsom,kathyhochul Top Word Pairs in Tweet in G1:
[261] irsnews,#irs [174] tax,return [144] learn,more [140] dirty,dozen [131] tax,withholding [125] #irs,tax [109] income,tax [107] mileage,rate [93] withholding,estimator [93] tax,credit Top Word Pairs in Tweet in G2:
[32] learn,more [28] #irs,#taxes [28] #taxes,#irs [23] standard,mileage [21] mileage,rate [20] tax,returns [19] #irs,#tax [18] irs,audit [18] #tax,#accounting [18] #irs,#bookkeeping Top Word Pairs in Tweet in G3:
[273] potus,vp [270] fbi,nsagov [268] atfhq,fbi [268] nsagov,potus [268] vp,fda [268] fda,speakerpelosi [268] speakerpelosi,gavinnewsom [268] gavinnewsom,kathyhochul [268] kathyhochul,betoorourke [268] betoorourke,dhsgov Top Word Pairs in Tweet in G4:
[26] irsnews,irstaxpros [19] tax,return [15] tax,credit [14] irstaxpros,#irs [13] irstaxpros,irsnews [12] dirty,dozen [11] learn,more [11] social,media [11] roccotodero,alfonsocelotto [11] irs_ci,irstaxpros Top Word Pairs in Tweet in G5:
[19] irsnews,irs_ci [19] pleads,guilty [18] years,prison [17] guilty,federal [17] fraud,scheme [15] man,sentenced [13] #tax,fraud [13] million,dollar [13] curiousjamesp,kyledcheney [12] tax,fraud Top Word Pairs in Tweet in G6:
[9] tax,returns [8] letters,notices [8] notices,irs [8] #irs,conducting [8] conducting,#tax [8] #tax,#audit [8] #audit,statute [8] statute,limitations [8] limitations,run [8] run,agency Top Word Pairs in Tweet in G7:
[169] rep,gaetz [169] gaetz,biden [169] biden,irs [169] irs,purchased [169] purchased,more [169] more,700k [169] 700k,ammo [169] ammo,#gaetz [169] #gaetz,#ammo [169] #ammo,#irs Top Word Pairs in Tweet in G8:
[8] partners,including [8] including,familiesusa [8] familiesusa,llsusa [8] llsusa,acscan [8] acscan,american_heart [8] irsnews,ustreasury [8] potus,joebiden [8] irsnews,processing [8] potus,vp [7] family,glitch Top Word Pairs in Tweet in G9:
[12] motorious_llc,gmhc [12] gmhc,harlemunited [12] harlemunited,50cent [11] irstaxpros,irs_ci [11] irs_ci,irs_in [11] irs_in,irsnews [10] 50cent,irstaxpros [10] irsnews,kellybluebook [5] motorious_co,motorious_llc [5] inspiredmoneyfm,irs Top Word Pairs in Tweet in G10:
[24] criminal,probe [16] #irs,#cftc [13] #binance,#irs [12] #doj,criminal [12] probe,#tether [12] #tether,know [12] know,amy [12] amy,castor [12] castor,#tetherinvestigation [12] #tether,executives Top Replied-To in Entire Graph:
Top Replied-To in G1:
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:
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:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: