The graph represents a network of 6,380 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, 10 December 2022 at 22:32 UTC.
The requested start date was Saturday, 10 December 2022 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 9-day, 5-hour, 26-minute period from Wednesday, 30 November 2022 at 17:35 UTC to Friday, 09 December 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 : 6380
Unique Edges : 6388
Edges With Duplicates : 12024
Total Edges : 18412
Number of Edge Types : 5
Tweet : 1942
Mentions : 5452
Retweet : 3951
MentionsInRetweet : 6021
Replies to : 1046
Self-Loops : 2053
Reciprocated Vertex Pair Ratio : 0.00928050052137643
Reciprocated Edge Ratio : 0.018390329579502
Connected Components : 800
Single-Vertex Connected Components : 608
Maximum Vertices in a Connected Component : 5118
Maximum Edges in a Connected Component : 16347
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.692821
Graph Density : 0.000237824837670236
Modularity : 0.455728
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,380 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, 10 December 2022 at 22:32 UTC.
The requested start date was Saturday, 10 December 2022 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 9-day, 5-hour, 26-minute period from Wednesday, 30 November 2022 at 17:35 UTC to Friday, 09 December 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:
[1175] tax,returns [1079] abuse,power [1076] former,president [1075] president,trump [1074] returns,former [1074] obtain,tax [1074] result,removal [1074] power,obtain [1074] gang's,abuse [1074] trump,result Top Word Pairs in Tweet in G1:
[1064] pelosi,gang's [1064] power,obtain [1064] obtain,tax [1064] returns,former [1064] trump,result [1064] result,removal [1064] tax,returns [1064] former,president [1064] gang's,abuse [1064] president,trump Top Word Pairs in Tweet in G2:
[102] irsnews,afipcomunica [89] riellodecba,dianamondino [64] acuerdo,irsnews [61] afipcomunica,complicó [61] complicó,guarda [61] dianamondino,tensa [61] tensa,firmó [61] firmó,acuerdo [46] candidato,gobernador [46] debería,tomar Top Word Pairs in Tweet in G3:
[94] learn,more [82] irsnews,#irs [69] security,summit [67] national,#taxsecurity [66] #irs,security [64] #taxsecurity,awareness [64] awareness,week [45] irs_ci,irstaxpros [44] irssmallbiz,#irs [41] irsnews,irstaxpros Top Word Pairs in Tweet in G4:
[46] #ias,#ips [44] #ifs,#irs [44] visit,website [43] #indianbureaucracy,#india [43] updates,#bureaucracy [43] #civilservice,#indianbureaucracy [43] #irs,#psu [43] #governmentofindia,#ministry [43] more,follow [43] follow,whispersinthec Top Word Pairs in Tweet in G5:
[39] tam_resist,gop [30] funding,#irs [29] gop,upset [29] money,rich [29] #irs,high [29] recover,money [29] time,recover [29] high,time [29] frauds,stolen [29] rich,tax Top Word Pairs in Tweet in G6:
[546] north,block [273] pic,visiting [273] servant,grateful [273] aspirant,pic [273] pic,same [273] same,north [273] block,time [273] block,aspirant [273] civil,servant [273] visiting,north Top Word Pairs in Tweet in G7:
[178] exempt,status [178] tax,exempt [177] review,whether [177] status,senwhitehouse [177] whether,revoke [177] senwhitehouse,writes [177] revoke,tpusa [177] tpusa,tax [177] urge,irsnews [177] writes,one Top Word Pairs in Tweet in G8:
[165] vice,president [165] officer,trainees [165] trainees,75th [165] 75th,batch [156] shri,jagdeep [156] president,shri [156] hon'ble,vice [79] jagdeep,dhankhar's [79] dhankhar's,interaction [79] glimpses,hon'ble Top Word Pairs in Tweet in G9:
[35] report,transactions [33] #irs,reminding [31] 600,made [26] venmo,paypal [22] transactions,600 [20] epochtimes,#irs [20] reminding,taxpayers [20] taxpayers,report [20] payment,networks [20] made,payment Top Word Pairs in Tweet in G10:
[15] #irs,#income [15] reddit,taxpros [15] #income,#tax [11] kay,bell [9] #prep,#irs [9] #tax,#prep [9] taxtweet,#tax [9] #irs,agents [8] guns,check [8] facing,kinds 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 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: