The graph represents a network of 5,774 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, 03 July 2021 at 21:12 UTC.
The requested start date was Saturday, 03 July 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 7-day, 3-hour, 25-minute period from Friday, 25 June 2021 at 19:40 UTC to Friday, 02 July 2021 at 23:06 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 : 5774
Unique Edges : 5334
Edges With Duplicates : 10825
Total Edges : 16159
Number of Edge Types : 5
Retweet : 2791
MentionsInRetweet : 3990
Replies to : 2427
Mentions : 5373
Tweet : 1578
Self-Loops : 1647
Reciprocated Vertex Pair Ratio : 0.0233308513278729
Reciprocated Edge Ratio : 0.0455978656318215
Connected Components : 613
Single-Vertex Connected Components : 433
Maximum Vertices in a Connected Component : 4438
Maximum Edges in a Connected Component : 13954
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.645575
Graph Density : 0.000247380232537419
Modularity : 0.418988
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,774 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, 03 July 2021 at 21:12 UTC.
The requested start date was Saturday, 03 July 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 7-day, 3-hour, 25-minute period from Friday, 25 June 2021 at 19:40 UTC to Friday, 02 July 2021 at 23:06 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:
[340] irsnews,#irs [311] tax,exempt [300] tax,credit [287] #childtaxcredit,payments [243] tax,return [241] child,tax [232] tax,returns [230] #irs,#savesilwan [230] #savesilwan,each [230] each,host Top Word Pairs in Tweet in G1:
[265] irsnews,#irs [176] #childtaxcredit,payments [140] advance,#childtaxcredit [131] tax,returns [122] learn,more [121] tax,return [118] eligible,families [115] tax,credit [99] #irs,tool [92] tax,refund Top Word Pairs in Tweet in G2:
[44] irsnews,irstaxpros [32] child,tax [30] #childtaxcredit,payments [30] tax,return [28] tax,credit [28] advance,#childtaxcredit [28] irsnews,#irs [24] tax,returns [22] eligible,families [21] irstaxpros,irsnews Top Word Pairs in Tweet in G3:
[132] today,sixty [132] sixty,defendants [132] defendants,charged [132] charged,nationwide [132] nationwide,takedown [132] takedown,methamphetamine [132] methamphetamine,distribution [132] distribution,network [132] network,tied [132] tied,sinaloa Top Word Pairs in Tweet in G4:
[46] tax,credit [41] child,tax [27] #taxes,#irs [25] #childtaxcredit,payments [25] dirty,dozen [23] tax,returns [22] learn,more [18] tax,return [17] #tax,#taxes [16] #irs,#taxes Top Word Pairs in Tweet in G5:
[37] irsnews,irstaxpros [27] still,waiting [27] potus,vp [21] tax,refund [20] federal,tax [20] senatedems,senategop [19] whitehouse,potus [18] sbagov,sbaisabel [18] paid,leave [18] leave,credit Top Word Pairs in Tweet in G6:
[229] #irs,#savesilwan [229] #savesilwan,each [229] each,host [229] host,tax [229] tax,exempt [229] exempt,charities [229] charities,directly [229] directly,involved [228] dialash,#irs [228] involved,fund Top Word Pairs in Tweet in G7:
[148] क,जन [148] जन,मद [148] मद,न [148] न,क [147] श,भक [147] भक,मन [147] मन,ए [138] devprakasmeena,ज [134] ज,#irs [132] र,स Top Word Pairs in Tweet in G8:
[96] #irs,recently [96] nonprofit,status [96] status,christian [96] christian,organization [96] organization,claiming [96] claiming,christianity [96] christianity,tied [96] tied,politics [79] recently,denied [79] denied,nonprofit Top Word Pairs in Tweet in G9:
[67] please,help [67] help,#longhaulers [67] #longhaulers,financially [67] money,forgotten [67] forgotten,ones [67] ones,debilitated [66] financially,#stimulus [66] #stimulus,money [66] debilitated,struggling [66] struggling,many Top Word Pairs in Tweet in G10:
[30] irssmallbiz,#irs [28] tax,credit [28] deduction,food [21] irsnews,#irs [19] dirty,dozen [19] tax,deduction [19] year,throughout [19] throughout,2022 [19] 2022,businesses [19] businesses,claim 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 G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: