The graph represents a network of 5,190 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, 19 March 2022 at 21:12 UTC.
The requested start date was Saturday, 19 March 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 8-day, 5-hour, 55-minute period from Thursday, 10 March 2022 at 17:05 UTC to Friday, 18 March 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 : 5190
Unique Edges : 5532
Edges With Duplicates : 12302
Total Edges : 17834
Number of Edge Types : 5
Tweet : 2131
Replies to : 2070
Mentions : 6256
Retweet : 2690
MentionsInRetweet : 4687
Self-Loops : 2174
Reciprocated Vertex Pair Ratio : 0.0154487493869544
Reciprocated Edge Ratio : 0.0304274329872012
Connected Components : 653
Single-Vertex Connected Components : 486
Maximum Vertices in a Connected Component : 4128
Maximum Edges in a Connected Component : 15846
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.450291
Graph Density : 0.000307527669878218
Modularity : 0.373645
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,190 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, 19 March 2022 at 21:12 UTC.
The requested start date was Saturday, 19 March 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 8-day, 5-hour, 55-minute period from Thursday, 10 March 2022 at 17:05 UTC to Friday, 18 March 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:
[874] sen_joemanchin,irsnews [367] tax,return [222] last,night [221] eric,trump [221] trump,spoke [221] spoke,campaign [221] campaign,event [221] event,last [221] night,presented [221] presented,american Top Word Pairs in Tweet in G1:
[155] tax,return [91] irsnews,#irs [75] tax,credit [57] income,tax [53] #irs,tax [48] tax,returns [46] learn,more [43] tax,refund [37] earned,income [35] april,18 Top Word Pairs in Tweet in G2:
[852] sen_joemanchin,irsnews [55] sen_joemanchin,senatorsinema [51] money,sen_joemanchin [49] rampage_95x,#omnibusbill [39] pay,taxes [34] time,year [33] #omnibusbill,house [33] house,passed [33] passed,same [33] same,#irs Top Word Pairs in Tweet in G3:
[51] 904,647 [51] 647,4512 [48] tax,return [44] #irs,#irsaudit [43] #love,#jacksonville [43] #jacksonville,#incometaxes [43] #irsaudit,#irshelp [40] #taxes,#irs [39] #irs,#taxes [34] 4512,#love Top Word Pairs in Tweet in G4:
[50] #irs,hiring [41] apply,today [37] #nowhiring,#irsjobs [26] irsnews,irstaxpros [23] tax,refund [20] learn,more [19] tax,return [19] started,#nowhiring [18] today,usajobs [16] today,#irs Top Word Pairs in Tweet in G5:
[52] 22,2022 [49] lalate,potus [49] potus,whcovidresponse [49] whcovidresponse,whitehouse [49] whitehouse,vp [49] secyellen,irsnews [44] vp,treasurydepsec [44] treasurydepsec,secyellen [43] irsnews,please [43] please,use Top Word Pairs in Tweet in G6:
[95] founders,#cryptocurrency [95] #cryptocurrency,company [95] company,#bitqyck [95] #bitqyck,sentenced [95] sentenced,combined [95] combined,yrs [95] yrs,prison [95] prison,#taxevasion [95] #taxevasion,criminals [95] criminals,committed Top Word Pairs in Tweet in G7:
[219] eric,trump [219] trump,spoke [219] spoke,campaign [219] campaign,event [219] event,last [219] last,night [219] night,presented [219] presented,american [219] american,faith [219] faith,solicits Top Word Pairs in Tweet in G8:
[63] tax,return [43] learn,more [38] tax,credit [36] irsnews,#irs [35] crédito,tributario [32] declaración,impuestos [27] income,tax [27] #irs,tips [23] social,media [22] irssmallbiz,#irs Top Word Pairs in Tweet in G9:
[6] earned,income [6] income,tax [6] tax,credit [5] big,#accounting [5] #accounting,firms [5] firms,doomed [5] doomed,taxpayers [5] taxpayers,choose [5] choose,firm [5] firm,#irs Top Word Pairs in Tweet in G10:
[81] usagov,ftc [71] ftc,thessaoig [71] thessaoig,cdctravel [70] cdctravel,irsnews [51] today,eastern [51] eastern,join [51] join,#fbi [51] #fbi,partners [51] partners,usagov [51] irsnews,year's Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: