The graph represents a network of 5,280 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 Sunday, 29 November 2020 at 22:48 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, 3-hour, 0-minute period from Monday, 16 November 2020 at 21:59 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 : 5280
Unique Edges : 4888
Edges With Duplicates : 10739
Total Edges : 15627
Number of Edge Types : 5
Tweet : 2282
Retweet : 2756
MentionsInRetweet : 3427
Mentions : 5280
Replies to : 1882
Self-Loops : 2329
Reciprocated Vertex Pair Ratio : 0.015330348663682
Reciprocated Edge Ratio : 0.0301977552111171
Connected Components : 668
Single-Vertex Connected Components : 509
Maximum Vertices in a Connected Component : 4169
Maximum Edges in a Connected Component : 13631
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.542695
Graph Density : 0.000268502413795083
Modularity : 0.395703
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,280 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 Sunday, 29 November 2020 at 22:48 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, 3-hour, 0-minute period from Monday, 16 November 2020 at 21:59 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:
[613] ustreasury,irsnews [523] economic,impact [439] senwarren,ustreasury [414] pay,taxes [400] student,loans [384] impact,payment [374] cancel,student [368] profit,colleges [367] cheated,profit [366] loans,people 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 [38] economic,impact [35] irstaxpros,#irs [33] pay,taxes [30] tax,fraud [29] impact,payment [29] tax,evasion [29] #irs,#trumpcrimefamily Top Word Pairs in Tweet in G3:
[584] ustreasury,irsnews [438] senwarren,ustreasury [395] student,loans [370] cancel,student [364] profit,colleges [363] cheated,profit [362] loans,people [362] pay,taxes [361] people,cheated [361] colleges,made Top Word Pairs in Tweet in G4:
[71] #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:
[32] economic,impact [28] impact,payment [24] tax,return [23] tax,filing [22] nov,21 [19] #irs,reminder [19] normally,file [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:
[36] irstaxpros,irs_ci [30] drizzylawd,irstaxpros [16] siahlv,drizzylawd [14] sixlillies,drizzylawd [13] sixlillies,siahlv [11] 615calveen,sixlillies [9] #irs,ci [8] irs_ci,former [7] 615calveen,mikexnyc [6] former,city Top Word Pairs in Tweet in G9:
[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 G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: