The graph represents a network of 5,101 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, 11 December 2021 at 22:14 UTC.
The requested start date was Saturday, 11 December 2021 at 01:01 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, 5-hour, 9-minute period from Monday, 29 November 2021 at 17:51 UTC to Friday, 10 December 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 : 5101
Unique Edges : 4948
Edges With Duplicates : 12235
Total Edges : 17183
Number of Edge Types : 5
Retweet : 3648
MentionsInRetweet : 5572
Replies to : 910
Mentions : 4686
Tweet : 2367
Self-Loops : 2433
Reciprocated Vertex Pair Ratio : 0.0138636952578388
Reciprocated Edge Ratio : 0.0273482428115016
Connected Components : 610
Single-Vertex Connected Components : 445
Maximum Vertices in a Connected Component : 4118
Maximum Edges in a Connected Component : 15195
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.998408
Graph Density : 0.000300786850713624
Modularity : 0.396178
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,101 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, 11 December 2021 at 22:14 UTC.
The requested start date was Saturday, 11 December 2021 at 01:01 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, 5-hour, 9-minute period from Monday, 29 November 2021 at 17:51 UTC to Friday, 10 December 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:
[424] income,tax [393] biden,administration [379] low,income [378] janet,yellen [377] tax,cheats [373] yellen,admitted [373] admitted,biden [373] administration,empower [373] empower,#irs [373] #irs,go Top Word Pairs in Tweet in G1:
[243] irsnews,#irs [196] awareness,week [195] security,summit [192] national,#taxsecurity [185] #taxsecurity,awareness [182] #irs,security [159] learn,more [84] tax,return [75] #irs,reminds [70] irssmallbiz,#irs Top Word Pairs in Tweet in G2:
[34] lalate,senatefloor [29] awareness,week [28] senatefloor,senatedems [28] irsnews,irstaxpros [26] national,#taxsecurity [26] #taxsecurity,awareness [25] #irs,security [25] security,summit [21] mrssarahmargar1,lalate [20] gop,thedemocrats Top Word Pairs in Tweet in G3:
[32] #taxes,#irs [32] #irs,#taxes [30] àª,ઠ[20] #irs,#tax [19] learn,more [16] 281,861 [16] 861,7718 [16] 7718,4654 [16] 4654,hwy [16] hwy,houston Top Word Pairs in Tweet in G4:
[69] five,years [68] more,million [57] tampa,woman [57] woman,laundered [57] laundered,more [57] million,international [57] international,child [57] child,modeling [57] modeling,websites [57] websites,sentenced Top Word Pairs in Tweet in G5:
[371] low,income [369] janet,yellen [369] yellen,admitted [369] admitted,biden [369] biden,administration [369] administration,empower [369] empower,#irs [369] #irs,go [369] go,low [369] income,tax Top Word Pairs in Tweet in G6:
[135] ÿà,ªà [133] ªà,ÿà [122] ªà,µà [97] µà,ˆà [84] vice,president [80] officer,trainees [64] 74th,batch [62] trainees,74th [62] batch,indian [62] indian,revenue Top Word Pairs in Tweet in G7:
[184] trump,2017 [183] democratic,leaders [183] leaders,declined [183] declined,comment [183] comment,analysis [183] analysis,#irs [183] #irs,data [183] data,showing [183] showing,former [183] former,president Top Word Pairs in Tweet in G8:
[68] reddit,taxpros [68] #irs,#income [68] #income,#tax [18] tax,returns [15] kay,bell [15] biden,administration [15] yourvoiceatirs,irsnews [14] #tax,#irs [14] 400,000 [13] gift,cards Top Word Pairs in Tweet in G9:
[158] dhsgov,irsnews [156] immigration,fraud [156] fraud,marriage [156] marriage,fraud [156] fraud,tax [156] tax,fraud [156] fraud,go [156] go,without [156] without,punishment [156] punishment,congress Top Word Pairs in Tweet in G10:
[130] firmamos,acuerdo [130] acuerdo,intercambio [130] fines,fiscales [130] fiscales,srioficialec [125] #sri24años,firmamos [125] intercambio,información [125] información,fines [26] srioficialec,admini [26] srioficialec,admi [22] srioficialec,administr Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: