The graph represents a network of 5,114 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 April 2021 at 21:11 UTC.
The requested start date was Saturday, 10 April 2021 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 4-day, 9-hour, 33-minute period from Monday, 05 April 2021 at 14:27 UTC to Saturday, 10 April 2021 at 00:00 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 : 5114
Unique Edges : 5733
Edges With Duplicates : 11837
Total Edges : 17570
Number of Edge Types : 5
Retweet : 2134
MentionsInRetweet : 3574
Tweet : 1321
Mentions : 6945
Replies to : 3596
Self-Loops : 1395
Reciprocated Vertex Pair Ratio : 0.0325752919483712
Reciprocated Edge Ratio : 0.0630952380952381
Connected Components : 587
Single-Vertex Connected Components : 453
Maximum Vertices in a Connected Component : 4186
Maximum Edges in a Connected Component : 16115
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.077843
Graph Density : 0.000321249728754321
Modularity : 0.344835
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,114 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 April 2021 at 21:11 UTC.
The requested start date was Saturday, 10 April 2021 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 4-day, 9-hour, 33-minute period from Monday, 05 April 2021 at 14:27 UTC to Saturday, 10 April 2021 at 00:00 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:
[393] irsnews,ustreasury [361] tax,return [250] tax,refund [241] economic,impact [216] still,waiting [198] irsnews,#irs [186] direct,deposit [186] stimulus,check [170] rescue,plan [168] american,rescue Top Word Pairs in Tweet in G1:
[156] tax,return [97] irsnews,#irs [96] american,rescue [96] rescue,plan [86] economic,impact [83] tax,refund [81] irsnews,filed [67] irsnews,dptohacienda [64] sechacienda,irsnews [62] plan,irsnews Top Word Pairs in Tweet in G2:
[108] stimulus,check [90] direct,deposit [87] irsnews,ustreasury [69] still,waiting [62] social,security [50] tax,return [45] socialsecurity,irsnews [42] robertchandle14,irsnews [40] stimulus,checks [39] irsnews,potus Top Word Pairs in Tweet in G3:
[296] irsnews,ustreasury [82] tax,refund [74] still,waiting [68] still,processing [61] tax,return [53] irsnews,#irs [43] economic,impact [42] fiscalservice,irsnews [36] social,security [36] return,accepted Top Word Pairs in Tweet in G4:
[49] #taxes,#irs [42] tax,return [35] #irs,#taxes [29] economic,impact [28] tax,deductible [26] ppe,tax [26] read,full [25] #taxes,#tax [25] #irs,announcement [25] announcement,shared Top Word Pairs in Tweet in G5:
[9] case,shows [9] shows,fbi [9] fbi,trying [9] trying,dead [9] dead,man's [9] man's,faith [9] faith,court [9] court,court [9] court,affirming [9] affirming,america Top Word Pairs in Tweet in G6:
[58] phishing,emails [56] edu,email [56] email,addresses [55] ftc,irsnews [55] irsnews,imposters [55] imposters,sending [55] sending,phishing [55] emails,people [55] people,edu [55] addresses,saying Top Word Pairs in Tweet in G7:
[16] dhsgov,secretservice [16] paula_white,leadermcconnell [15] senategop,housegop [15] oann,newsmax [14] wsj,georgiadol [14] georgiadol,georgiagov [14] cityofatlanta,fultoninfo [14] fultoninfo,fultonclerk [14] gacourts,ga_dps [14] ga_dps,govkemp Top Word Pairs in Tweet in G8:
[81] ब,ब [71] आव,ज [65] उठ,न [64] न,व [64] व,ल [55] क,आव [51] द,क [50] ब,क [49] अन,य [46] ज,उठ Top Word Pairs in Tweet in G9:
[44] cij_icj,japannukeemrgnc [44] japangovernment,church_militant [43] church_militant,irsfraud [41] irsfraud,irs_ci [40] japannukeemrgnc,the_japan_news [40] the_japan_news,japangovernment [27] irs_ci,2irstyle [27] 2irstyle,irstaxpros [27] irstaxpros,irs_in [22] montefiorenyc,cij_icj Top Word Pairs in Tweet in G10:
[60] elonmusk,sec_enforcement [60] sec_enforcement,irsnews [36] irsnews,sfpd [36] sfpd,sfpdchief [27] wholemarsblog,elonmusk [25] financial,update [25] update,aaron [25] aaron,greenspan's [25] greenspan's,illegal [25] illegal,slapp 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: