The graph represents a network of 5,317 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, 13 November 2021 at 22:13 UTC.
The requested start date was Saturday, 13 November 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 12-day, 20-hour, 2-minute period from Sunday, 31 October 2021 at 02:58 UTC to Friday, 12 November 2021 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 : 5317
Unique Edges : 4817
Edges With Duplicates : 10801
Total Edges : 15618
Number of Edge Types : 5
Tweet : 2649
Retweet : 2655
MentionsInRetweet : 3734
Mentions : 5134
Replies to : 1446
Self-Loops : 2722
Reciprocated Vertex Pair Ratio : 0.0158003544004725
Reciprocated Edge Ratio : 0.0311091728448902
Connected Components : 750
Single-Vertex Connected Components : 535
Maximum Vertices in a Connected Component : 3896
Maximum Edges in a Connected Component : 12717
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.749796
Graph Density : 0.000243373718015938
Modularity : 0.386303
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,317 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, 13 November 2021 at 22:13 UTC.
The requested start date was Saturday, 13 November 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 12-day, 20-hour, 2-minute period from Sunday, 31 October 2021 at 02:58 UTC to Friday, 12 November 2021 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:
[347] irsnews,#irs [328] learn,more [318] #childtaxcredit,payments [243] tax,credit [226] advance,#childtaxcredit [208] #css,#cssaspirants [208] #pas,#irs [207] #irs,#ias [198] #ias,#ics [189] #ics,#ifs Top Word Pairs in Tweet in G1:
[193] irsnews,#irs [152] #childtaxcredit,payments [106] advance,#childtaxcredit [84] tax,credit [75] tax,return [75] senrickscott,irsnews [71] learn,more [70] #irs,reminder [57] child,tax [51] stimulus,check Top Word Pairs in Tweet in G2:
[54] #irs,#taxes [45] tax,credit [33] #taxes,#irs [30] #irs,#tax [29] learn,more [27] child,tax [23] 20,500 [17] #irs,#audit [16] tax,brackets [15] things,make Top Word Pairs in Tweet in G3:
[72] fraud,#irs [52] guilty,tax [52] tax,fraud [50] irs_ci,owner [48] owner,louisiana [48] louisiana,construction [48] construction,building [48] building,inspection [48] inspection,businesses [48] businesses,two Top Word Pairs in Tweet in G4:
[23] gop,thedemocrats [23] thedemocrats,fbi [23] fbi,ussupremecourt [23] ussupremecourt,irstaxpros [23] irstaxpros,rocnation [23] rocnation,cia [23] cia,congressdotgov [23] congressdotgov,librarycongress [21] irstaxpros,#irs [19] #childtaxcredit,payments Top Word Pairs in Tweet in G5:
[168] learn,more [124] irsnews,#irs [100] small,business [94] #childtaxcredit,payments [77] tax,credit [66] #irs,reminder [64] advance,#childtaxcredit [63] irssmallbiz,#irs [62] #vetbiz,week [59] #irs,tax Top Word Pairs in Tweet in G6:
[21] potus,vp [16] irsnews,ustreasury [9] vp,housedemocrats [8] housefloor,senatefloor [7] ustreasury,irsnews [7] ustreasury,richardrubindc [7] richardrubindc,jstein_wapo [7] jstein_wapo,tonyromm [7] tonyromm,siri_notsiri [7] #irs,#buildbackbetter Top Word Pairs in Tweet in G7:
[4] uscourts,fedjudicialhist [4] fedjudicialhist,boardvetappeals [4] boardvetappeals,nellisafb [4] nellisafb,denismcdonough [4] denismcdonough,secvetaffairs [4] secvetaffairs,vetaffairsoig [4] vetaffairsoig,veteranshealth [3] venturasheriff,ayubbill [2] jwb1216,uscourts [2] veteranshealth,veteranaâ Top Word Pairs in Tweet in G8:
[5] irsnews,socialsecurity [4] socialsecurity,irsnews [3] filed,taxes [3] taxes,previously [3] previously,credit [3] credit,karma [3] karma,sold [3] sold,cashapp [3] cashapp,stole [3] stole,tax Top Word Pairs in Tweet in G9:
[7] #tax,#irs [6] rate,irs [6] irs,collects [4] cost,living [4] living,adjustments [4] announces,2022 [4] dollar,limits [4] tax,rate [4] #business,#businessowner [4] #financialplanning,#entrepreneurship Top Word Pairs in Tweet in G10:
[4] loan,fraud [3] opus17,comments [3] comments,conflict [3] conflict,re [3] re,discharge [3] discharge,irs [3] irs,1099 [3] 1099,debts [3] debts,chase [3] chase,debt Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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: