The graph represents a network of 5,072 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, 28 May 2022 at 21:30 UTC.
The requested start date was Saturday, 28 May 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 11-day, 20-hour, 47-minute period from Monday, 16 May 2022 at 02:12 UTC to Friday, 27 May 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 : 5072
Unique Edges : 5777
Edges With Duplicates : 13032
Total Edges : 18809
Number of Edge Types : 5
Tweet : 2308
Mentions : 7787
Replies to : 1725
Retweet : 2691
MentionsInRetweet : 4298
Self-Loops : 2384
Reciprocated Vertex Pair Ratio : 0.0184096139094861
Reciprocated Edge Ratio : 0.0361536530253578
Connected Components : 579
Single-Vertex Connected Components : 401
Maximum Vertices in a Connected Component : 4066
Maximum Edges in a Connected Component : 16755
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.811889
Graph Density : 0.000309718713511045
Modularity : 0.342391
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,072 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, 28 May 2022 at 21:30 UTC.
The requested start date was Saturday, 28 May 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 11-day, 20-hour, 47-minute period from Monday, 16 May 2022 at 02:12 UTC to Friday, 27 May 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:
[292] tax,return [227] tax,credit [180] learn,more [167] income,tax [161] tax,withholding [157] irsnews,#irs [157] #css,#cssaspirants [154] tax,exempt [135] #pas,#irs [129] #irs,#ias Top Word Pairs in Tweet in G1:
[112] tax,return [68] irsnews,tax [54] tax,credit [51] data,shows [51] shows,#illinois [51] #illinois,lost [49] lost,net [48] wirepoints,breaking [47] irsnews,#irs [46] irs,data Top Word Pairs in Tweet in G2:
[40] irsnews,irstaxpros [26] tax,return [25] learn,more [21] security,summit [21] tax,credit [21] tax,exempt [20] #irs,security [19] tax,withholding [19] danni64az,govstitt [18] irstaxpros,irsnews Top Word Pairs in Tweet in G3:
[52] irs_ci,irs_in [49] commiebustersr,amnesty [49] amnesty,un_command [49] un_command,un_women [49] un_women,uscongress [49] uscongress,uscongresstwts [49] uscongresstwts,ussupremecourt [49] ussupremecourt,secgov [49] secgov,irs_ci [36] fbi,cia Top Word Pairs in Tweet in G4:
[29] #irs,#taxes [21] #taxes,#irs [19] #accounting,#irs [15] away,#irs [15] learn,more [15] #e,file [15] #tax,#accounting [15] #irs,#bookkeeping [15] #bookkeeping,#taxreturn [14] won,believe Top Word Pairs in Tweet in G5:
[73] irs_ci,irsnews [63] irs_ci,irstaxpros [38] man,sentenced [32] fraud,scheme [29] irsnews,irs_ci [25] irstaxpros,irsnews [23] dear,irs_ci [22] time,tax [21] irsnews,high [21] high,time Top Word Pairs in Tweet in G6:
[107] contact,local [106] owed,#reparations [106] #reparations,contact [106] local,#blm [106] #blm,chapter [106] chapter,three [106] three,women [106] women,kindly [106] kindly,organized [106] organized,#nonprofit Top Word Pairs in Tweet in G7:
[91] tax,credit [91] learn,more [80] tax,withholding [78] income,tax [72] irsnews,#irs [69] tax,return [66] crédito,tributario [63] tool,help [61] withholding,estimator [58] tributario,niños Top Word Pairs in Tweet in G8:
[26] criminal,probe [23] see,chrislarsensf [23] chrislarsensf,made [23] made,presentation [23] presentation,#xrp [23] #xrp,oct [23] oct,2013 [23] 2013,secgov [23] secgov,ustreasury [22] cryptolawus,see Top Word Pairs in Tweet in G9:
[31] tax,credit [19] irsnews,#irs [16] #irs,tax [16] child,tax [15] read,more [14] tax,return [13] learn,more [12] #irs,refund [11] tax,refunds [11] tax,withholding Top Word Pairs in Tweet in G10:
[19] tax,exempt [14] exempt,status [9] hemantmehta,irsnews [7] hemantmehta,dear [7] dear,#irs [7] #irs,revoke [7] revoke,damn [7] damn,tax [6] johnny_cage10,hemantmehta [6] hemantmehta,fbi Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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: