The graph represents a network of 5,041 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, 16 January 2021 at 22:42 UTC.
The requested start date was Saturday, 16 January 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 3-day, 21-hour, 13-minute period from Tuesday, 12 January 2021 at 03:46 UTC to Saturday, 16 January 2021 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 : 5041
Unique Edges : 5569
Edges With Duplicates : 10679
Total Edges : 16248
Number of Edge Types : 5
Tweet : 1208
Retweet : 1902
MentionsInRetweet : 2629
Replies to : 3964
Mentions : 6545
Self-Loops : 1243
Reciprocated Vertex Pair Ratio : 0.0409804175852678
Reciprocated Edge Ratio : 0.0787342718325651
Connected Components : 479
Single-Vertex Connected Components : 385
Maximum Vertices in a Connected Component : 4339
Maximum Edges in a Connected Component : 15200
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.094153
Graph Density : 0.000315941029589115
Modularity : 0.360574
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,041 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, 16 January 2021 at 22:42 UTC.
The requested start date was Saturday, 16 January 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 3-day, 21-hour, 13-minute period from Tuesday, 12 January 2021 at 03:46 UTC to Saturday, 16 January 2021 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:
[823] chief,counsel [762] michael,desmond [721] #irs,audit [719] allowed,#trump [716] #trump,weasel [715] weasel,#irs [498] economic,impact [441] counsel,irstaxpros [440] irsnews,#irs [436] irstaxpros,allowed Top Word Pairs in Tweet in G1:
[310] economic,impact [282] irsnews,#irs [150] bank,account [141] impact,payments [132] filing,season [132] direct,deposit [129] tax,filing [127] feb,12 [97] impact,payment [88] covid,related Top Word Pairs in Tweet in G2:
[76] stimulus,check [64] irsnews,same [50] turbotax,irsnews [44] file,taxes [41] mailed,6th [35] irsnews,turbotax [31] direct,deposit [31] irsnews,still [31] second,stimulus [31] chihockey83,irsnews Top Word Pairs in Tweet in G3:
[817] chief,counsel [756] michael,desmond [716] allowed,#trump [715] #trump,weasel [715] weasel,#irs [715] #irs,audit [436] counsel,irstaxpros [433] appointed,chief [431] irstaxpros,allowed [405] audit,impeachment Top Word Pairs in Tweet in G4:
[94] economic,impact [58] irsnews,irstaxpros [52] impact,payment [45] irsnews,#irs [40] irstaxpros,#irs [36] tax,return [34] impact,payments [31] stimulus,check [29] check,#irs [26] 2nd,economic Top Word Pairs in Tweet in G5:
[31] #irs,released [30] #icymi,#irs [30] released,2021 [30] 2021,business [30] business,mileage [30] mileage,standard [30] standard,sits [30] sits,56 [30] 56,decrease [30] decrease,cents Top Word Pairs in Tweet in G6:
[44] irsnews,ustreasury [35] ustreasury,irsnews [21] robertsantanamo,sechacienda [20] dptohacienda,robertsantanamo [20] sechacienda,irsnews [11] twilaha32305401,ustreasury [9] sechacienda,prcompolicia [9] prcompolicia,dspnoticias [8] stimulus,check [8] dspnoticias,irsnews Top Word Pairs in Tweet in G7:
[35] pam_pmn,theofficertatum [35] theofficertatum,laurenboebert [28] irsnews,fbi [28] thanks,nothing [28] nothing,government [28] government,needs [28] needs,restart [28] restart,clearly [28] clearly,care [28] care,people Top Word Pairs in Tweet in G8:
[45] filing,season [40] taxgirl,irs [29] start,date [27] irs,announces [27] announces,filing [27] season,open [27] open,date [27] date,later [27] later,expected [27] expected,forbes Top Word Pairs in Tweet in G9:
[54] ing,kidding [54] kidding,#benghazi [54] #benghazi,#fastandfurious [54] #fastandfurious,#irs [53] kurtbardella,ing [8] scam,alert [8] alert,#irs [8] #irs,contact [8] contact,verify [8] verify,financial Top Word Pairs in Tweet in G10:
[16] usps,irsnews [12] find,check [12] check,stimulus [12] stimulus,payment [12] payment,go [12] go,website [12] website,irsnews [12] irsnews,longer [12] longer,active [12] active,usps Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: