The graph represents a network of 7,206 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, 13 August 2022 at 21:32 UTC.
The requested start date was Saturday, 13 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 2-day, 6-hour, 50-minute period from Wednesday, 10 August 2022 at 16:10 UTC to Friday, 12 August 2022 at 23:01 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 : 7206
Unique Edges : 5163
Edges With Duplicates : 11591
Total Edges : 16754
Number of Edge Types : 5
Retweet : 4193
MentionsInRetweet : 5312
Replies to : 1143
Mentions : 4219
Tweet : 1887
Self-Loops : 1968
Reciprocated Vertex Pair Ratio : 0.00999059708509638
Reciprocated Edge Ratio : 0.0197835447457233
Connected Components : 1261
Single-Vertex Connected Components : 874
Maximum Vertices in a Connected Component : 4915
Maximum Edges in a Connected Component : 13362
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.416392
Graph Density : 0.000165507077050257
Modularity : 0.491906
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 7,206 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, 13 August 2022 at 21:32 UTC.
The requested start date was Saturday, 13 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 2-day, 6-hour, 50-minute period from Wednesday, 10 August 2022 at 16:10 UTC to Friday, 12 August 2022 at 23:01 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:
[1887] #irs,agents [1358] agents,already [1356] already,hittin [1356] hittin,streets [1354] douglaskarr,#irs [767] 87,000 [608] deadly,force [490] use,deadly [335] 000,#irs [285] irs,agents Top Word Pairs in Tweet in G1:
[1350] #irs,agents [1349] agents,already [1349] already,hittin [1349] hittin,streets [1348] douglaskarr,#irs [2] #irs,audit [2] audit,hell [2] hell,bird Top Word Pairs in Tweet in G2:
[98] 87,000 [74] #irs,agents [69] deadly,force [54] use,deadly [52] irs,agents [46] #irs,#irsarmy [38] 000,#irs [29] willing,use [23] middle,class [22] #irs,#taxes Top Word Pairs in Tweet in G3:
[49] repmikegarcia,irsnews [43] tax,return [28] 87,000 [27] deadly,force [24] carry,firearm [24] use,deadly [22] special,agents [19] hey,irsnews [19] major,duties [18] haven,filed Top Word Pairs in Tweet in G4:
[65] 87,000 [46] #irs,agents [24] house,floor [23] #inflationreductionact,#ira [21] fbi,thejusticedept [20] deadly,force [19] 000,armed [19] attacking,#irs [18] use,deadly [18] #climatechange,#climate Top Word Pairs in Tweet in G5:
[75] irsnews,#irs [45] tax,return [35] severe,storms [29] tax,relief [29] victims,severe [26] storms,flooding [20] learn,more [20] relief,victims [20] filed,2021 [20] end,#irs Top Word Pairs in Tweet in G6:
[67] 87,000 [64] #irs,agents [58] 000,#irs [57] irsnews,housegop [57] housegop,houseintelgop [57] houseintelgop,housedemocrats [57] housedemocrats,senatedems [57] senatedems,senategop [57] senategop,benshapiro [55] thought,fbi Top Word Pairs in Tweet in G7:
[37] deadly,force [34] use,deadly [33] job,advertisement [33] advertisement,#irs [33] #irs,special [33] special,agents [33] agents,willing [33] willing,use [33] force,raising [33] raising,eyebrows Top Word Pairs in Tweet in G8:
[30] alleged,russian [30] russian,#cryptocurrency [30] #cryptocurrency,money [30] money,launderer [30] launderer,extradited [30] extradited,united [30] united,states [30] states,#irs [30] #irs,#crypto [30] #crypto,#cryptocurrencynews Top Word Pairs in Tweet in G9:
[272] use,deadly [272] deadly,force [136] #irs,carry [136] carry,guns [136] guns,use [136] force,necessary [136] necessary,tax [136] tax,collectors [136] collectors,use [136] force,#america Top Word Pairs in Tweet in G10:
[80] deadly,force [78] gaetz,raised [78] raised,concern [78] concern,over [78] over,ammo [78] ammo,stockpile [78] stockpile,long [78] long,before [78] before,irs [78] irs,changed 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 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: