The graph represents a network of 5,253 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 Monday, 30 November 2020 at 22:46 UTC.
The requested start date was Saturday, 28 November 2020 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 11-day, 2-hour, 58-minute period from Monday, 16 November 2020 at 22:01 UTC to Saturday, 28 November 2020 at 01:00 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 : 5253
Unique Edges : 4838
Edges With Duplicates : 10740
Total Edges : 15578
Number of Edge Types : 5
Tweet : 2313
Retweet : 2740
MentionsInRetweet : 3414
Mentions : 5244
Replies to : 1867
Self-Loops : 2360
Reciprocated Vertex Pair Ratio : 0.0154667396660279
Reciprocated Edge Ratio : 0.0304623264590915
Connected Components : 669
Single-Vertex Connected Components : 510
Maximum Vertices in a Connected Component : 4141
Maximum Edges in a Connected Component : 13551
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.549853
Graph Density : 0.000268913901010977
Modularity : 0.394708
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,253 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 Monday, 30 November 2020 at 22:46 UTC.
The requested start date was Saturday, 28 November 2020 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 11-day, 2-hour, 58-minute period from Monday, 16 November 2020 at 22:01 UTC to Saturday, 28 November 2020 at 01:00 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:
[597] ustreasury,irsnews [523] economic,impact [423] senwarren,ustreasury [397] pay,taxes [384] impact,payment [382] student,loans [356] cancel,student [350] profit,colleges [349] loans,people [349] cheated,profit Top Word Pairs in Tweet in G1:
[289] economic,impact [206] impact,payment [164] irsnews,#irs [164] nov,21 [140] tax,return [101] received,economic [89] normally,file [75] don,normally [71] #irs,reminder [68] file,tax Top Word Pairs in Tweet in G2:
[56] #theirsstolechristmas,#angrymother [52] #wheresmyrefund,#theirsstolechristmas [41] 2019,#federaltaxreturn [37] economic,impact [35] irstaxpros,#irs [33] pay,taxes [30] tax,fraud [29] tax,evasion [29] #irs,#trumpcrimefamily [29] #trumpcrimefamily,#ivankaforprison Top Word Pairs in Tweet in G3:
[572] ustreasury,irsnews [423] senwarren,ustreasury [377] student,loans [352] cancel,student [346] profit,colleges [346] pay,taxes [345] loans,people [345] cheated,profit [344] people,cheated [343] colleges,made Top Word Pairs in Tweet in G4:
[100] #irs,#taxes [44] learn,more [39] #taxes,#irs [36] won,believe [36] believe,taxpayers [36] taxpayers,tried [36] tried,away [36] away,#irs [36] #taxes,#funny [36] #funny,#humor Top Word Pairs in Tweet in G5:
[33] economic,impact [29] impact,payment [24] tax,return [23] tax,filing [22] nov,21 [20] normally,file [19] #irs,reminder [19] levy,notices [19] accountingtoday,#irs [18] covid,19 Top Word Pairs in Tweet in G6:
[166] important,deadline [166] deadline,individuals [166] individuals,required [166] required,file [166] file,federal [166] federal,income [166] income,tax [166] tax,enter [166] enter,information [166] information,receive Top Word Pairs in Tweet in G7:
[50] according,internal [50] internal,revenue [50] revenue,service [50] service,#irs [50] #irs,#caterpillar [50] #caterpillar,inc [50] inc,owes [50] owes,federal [50] federal,government [50] government,billion Top Word Pairs in Tweet in G8:
[99] irsnews,#irs [66] learn,more [65] economic,impact [51] covid,19 [46] #irs,reminder [45] impact,payment [38] tax,return [38] #nowhiring,#irsjobs [36] gift,card [36] tax,filing Top Word Pairs in Tweet in G9:
[23] economic,impact [22] gift,cards [22] irsnews,socialsecurity [20] impact,payment [20] conedison,irsnews [19] socialsecurity,irsnews [18] asked,make [18] make,payment [18] payment,kind [18] kind,using Top Word Pairs in Tweet in G10:
[35] irstaxpros,irs_ci [30] drizzylawd,irstaxpros [16] siahlv,drizzylawd [14] sixlillies,drizzylawd [13] sixlillies,siahlv [11] 615calveen,sixlillies [9] #irs,ci [9] irs_ci,former [7] former,city [7] city,newark 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 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: