The graph represents a network of 5,610 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, 17 December 2022 at 22:32 UTC.
The requested start date was Saturday, 17 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 10-day, 9-hour, 2-minute period from Tuesday, 06 December 2022 at 13:58 UTC to Friday, 16 December 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 : 5610
Unique Edges : 5730
Edges With Duplicates : 12886
Total Edges : 18616
Number of Edge Types : 5
Tweet : 2073
Retweet : 3890
MentionsInRetweet : 6108
Mentions : 5503
Replies to : 1042
Self-Loops : 2207
Reciprocated Vertex Pair Ratio : 0.0109916085569082
Reciprocated Edge Ratio : 0.0217442132335749
Connected Components : 728
Single-Vertex Connected Components : 549
Maximum Vertices in a Connected Component : 4384
Maximum Edges in a Connected Component : 16607
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.76819
Graph Density : 0.000271844746585971
Modularity : 0.403768
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,610 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, 17 December 2022 at 22:32 UTC.
The requested start date was Saturday, 17 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 10-day, 9-hour, 2-minute period from Tuesday, 06 December 2022 at 13:58 UTC to Friday, 16 December 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:
[536] north,block [268] block,aspirant [268] civil,servant [268] same,north [268] servant,grateful [268] pic,visiting [268] pic,same [268] visiting,north [268] block,time [268] aspirant,pic Top Word Pairs in Tweet in G1:
[168] learn,more [143] irsnews,#irs [76] years,prison [76] #irs,reminder [73] security,summit [70] #irs,security [70] tax,return [63] irssmallbiz,#irs [57] tax,credit [51] tax,returns Top Word Pairs in Tweet in G2:
[80] tax,exempt [76] exempt,status [74] urge,irsnews [74] senwhitehouse,writes [74] status,senwhitehouse [74] writes,one [74] whether,revoke [74] one,letter [74] irsnews,review [74] review,whether Top Word Pairs in Tweet in G3:
[34] learn,more [29] #taxes,#irs [24] #irs,#taxes [23] #irs,#tax [17] tax,season [16] filing,season [15] #tax,#taxes [15] tax,return [13] tax,brackets [13] preã,mã Top Word Pairs in Tweet in G4:
[229] pueden,hacer [227] normal,peeero [227] hacer,modo [227] peeero,trámites [227] trámites,pueden [227] modo,personal [227] personal,justo [227] justo,intercambio [226] riellodecba,normal [176] irsnews,afipcomunica Top Word Pairs in Tweet in G5:
[54] sec_enforcement,newyork_sec [43] newyork_sec,irsnews [34] ech0link,sec_enforcement [34] trainwreckstv,ech0link [25] dannyzy,trainwreckstv [22] secgov,irsnews [20] irsnews,irs_ci [20] newyork_sec,secgov [15] cryptcomplaint7,trainwreckstv [11] irsnews,washingtonpost Top Word Pairs in Tweet in G6:
[528] north,block [264] pic,visiting [264] servant,grateful [264] aspirant,pic [264] pic,same [264] same,north [264] block,time [264] block,aspirant [264] civil,servant [264] visiting,north Top Word Pairs in Tweet in G7:
[50] tam_resist,gop [35] streamline,government [35] much,#irs [35] #boyplunder,supposed [35] #irs,#trumpcrimefamily [35] government,steal [35] steal,much [35] supposed,streamline [34] #trumpcrimefamily,# [34] tam_resist,#boyplunder Top Word Pairs in Tweet in G8:
[62] pmoindia,narendramodi [60] officeofpcm,finminindia [60] bureaucrats,#irs [60] mppchaudhary,nsitharamanoffc [60] first,bureaucrats [60] nsitharamanoffc,officeofpcm [60] narendramodi,mppchaudhary [60] cbic_india,first [60] finminindia,cbic_india [59] beingc2,pmoindia Top Word Pairs in Tweet in G9:
[101] suing,#irs [101] #irs,leaking [101] law,isn [101] leaking,tax [101] isn,followed [101] doesn,law [101] #kengriffin,doesn [101] wait,#kengriffin [101] followed,suing [101] returns,irs Top Word Pairs in Tweet in G10:
[56] #republicans,won [56] #house,close [56] restoring,#justice [56] stop,corruption [56] #justice,#republicans [56] close,border [56] won,#house [56] border,stop [55] rskellner,restoring [40] money,#irs 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 G7:
Top Replied-To in G8:
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: