The graph represents a network of 6,557 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, 20 August 2022 at 21:32 UTC.
The requested start date was Saturday, 20 August 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 4-day, 6-hour, 53-minute period from Monday, 15 August 2022 at 16:07 UTC to Friday, 19 August 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 : 6557
Unique Edges : 6250
Edges With Duplicates : 11574
Total Edges : 17824
Number of Edge Types : 5
Retweet : 2926
MentionsInRetweet : 4262
Mentions : 6762
Replies to : 1429
Tweet : 2445
Self-Loops : 2609
Reciprocated Vertex Pair Ratio : 0.0106513222331048
Reciprocated Edge Ratio : 0.0210781344639612
Connected Components : 1390
Single-Vertex Connected Components : 982
Maximum Vertices in a Connected Component : 4017
Maximum Edges in a Connected Component : 13815
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.966741
Graph Density : 0.000192031709913619
Modularity : 0.431273
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,557 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, 20 August 2022 at 21:32 UTC.
The requested start date was Saturday, 20 August 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 4-day, 6-hour, 53-minute period from Monday, 15 August 2022 at 16:07 UTC to Friday, 19 August 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:
[593] 87,000 [383] #irs,agents [334] irs,agents [220] 000,irs [175] inflation,reduction [169] 000,#irs [168] reduction,act [152] tax,return [141] middle,class [134] tell,#americans Top Word Pairs in Tweet in G1:
[85] 87,000 [64] #irs,agents [41] irs,agents [31] 000,#irs [24] reduction,act [23] inflation,reduction [23] #fbi,#irs [23] 000,irs [23] middle,class [22] #irs,#inflationreductionact Top Word Pairs in Tweet in G2:
[83] #irs,agents [57] irs,agents [55] 87,000 [42] need,guns [40] agents,duty [40] threaten,people [40] people,irs [37] senategop,housegop [36] middle,class [33] #aca,#obamacare Top Word Pairs in Tweet in G3:
[55] tax,return [38] irsnews,irs_ci [31] tax,credit [23] 2021,tax [22] severe,storms [22] ezralevant,irsnews [20] hey,irsnews [20] #irs,tax [19] tax,relief [19] storms,flooding Top Word Pairs in Tweet in G4:
[56] 87,000 [49] targeting,fbi [49] fbi,agents [42] targeting,irstaxpros [42] irstaxpros,agents [34] irs,agents [29] shadow,army [28] irs_ci,irstaxpros [27] irsnews,irs_ci [27] incendiary,lies Top Word Pairs in Tweet in G5:
[52] 87,000 [48] epochopinion,opinion [48] govrondesantis,irsnews [37] irsnews,renzodowney [34] #irs,audited [34] audited,197 [34] 197,low [34] low,income [34] income,families [34] families,high Top Word Pairs in Tweet in G6:
[56] severe,storms [55] irsnews,#irs [48] tax,return [45] storms,flooding [37] learn,more [37] tax,relief [37] victims,severe [32] relief,victims [28] #irs,tax [28] tax,credit Top Word Pairs in Tweet in G7:
[17] #irs,agents [11] 87,000 [8] middle,class [7] already,proven [7] proven,lie [7] lie,56 [7] 56,americans [7] americans,make [7] make,under [7] under,200 Top Word Pairs in Tweet in G8:
[13] lie,#irs [9] 87,000 [8] ronnyjacksontx,lie [8] #irs,hiring [8] hiring,more [8] more,staff [8] staff,due [8] due,staff [8] staff,shortages [8] shortages,open Top Word Pairs in Tweet in G9:
[46] srcsandra,normandoh [46] normandoh,cucusahernandez [44] cucusahernandez,desdeelparaiso2 [43] desdeelparaiso2,rbrt2k1 [42] rbrt2k1,javier100160 [42] javier100160,mariluguzmansj [41] irsenespanol,irsnews [38] mariluguzmansj,primerahora [38] primerahora,migda7 [38] migda7,ramonluisrivera Top Word Pairs in Tweet in G10:
[56] media,keeps [56] keeps,getting [56] getting,better [56] better,worse [56] worse,depending [56] depending,#irs [56] #irs,#irsjobs [55] mrgunsngear,media [33] best,part [33] part,training Top Replied-To in Entire Graph:
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 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: