The graph represents a network of 5,759 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, 17 September 2022 at 21:30 UTC.
The requested start date was Saturday, 17 September 2022 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 8-day, 6-hour, 35-minute period from Thursday, 08 September 2022 at 16:25 UTC to Friday, 16 September 2022 at 23:00 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 : 5759
Unique Edges : 9037
Edges With Duplicates : 14822
Total Edges : 23859
Number of Edge Types : 5
Retweet : 3673
MentionsInRetweet : 6819
Mentions : 9883
Replies to : 1779
Tweet : 1705
Self-Loops : 1771
Reciprocated Vertex Pair Ratio : 0.0102731730095727
Reciprocated Edge Ratio : 0.0203374162237116
Connected Components : 596
Single-Vertex Connected Components : 392
Maximum Vertices in a Connected Component : 4630
Maximum Edges in a Connected Component : 21911
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.102677
Graph Density : 0.00039146181994252
Modularity : 0.428047
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,759 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, 17 September 2022 at 21:30 UTC.
The requested start date was Saturday, 17 September 2022 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 8-day, 6-hour, 35-minute period from Thursday, 08 September 2022 at 16:25 UTC to Friday, 16 September 2022 at 23:00 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:
[940] obama,administration [940] administration,corrupt [940] corrupt,american [940] american,history [940] history,#irs [936] tomfitton,obama [550] davidlipton,gabyrubinstein [550] gabyrubinstein,marcolavagna [550] marcolavagna,irsnews [548] ustreasury,davidlipton Top Word Pairs in Tweet in G1:
[925] obama,administration [925] administration,corrupt [925] corrupt,american [925] american,history [925] history,#irs [921] tomfitton,obama [4] trades,made [4] reminder,vegas [4] vegas,shooter [4] shooter,stephen Top Word Pairs in Tweet in G2:
[35] 87k,#irs [30] joebiden,addresses [30] addresses,87k [30] #irs,graduates [30] graduates,#bidensamerica [29] lovethisbar,joebiden [26] #irs,agents [22] irsnews,irstaxpros [18] 87,000 [16] fbi,thejusticedept Top Word Pairs in Tweet in G3:
[193] irsnews,#irs [132] tax,return [88] irsnews,treasuryspox [85] jonward11,irsnews [83] tax,relief [74] penalty,relief [69] severe,storms [67] #irs,reminder [62] 2021,tax [62] learn,more Top Word Pairs in Tweet in G4:
[548] davidlipton,gabyrubinstein [548] gabyrubinstein,marcolavagna [548] marcolavagna,irsnews [546] ustreasury,davidlipton [546] irsnews,secyellen [544] secyellen,afipcomunica [542] sergiomassa,ustreasury [540] afipcomunica,indecargentina [431] indecargentina,fminoticias [61] juanjotufaro,sergiomassa Top Word Pairs in Tweet in G5:
[23] #irs,#taxes [20] 2019,2020 [15] penalty,relief [14] learn,more [14] #irs,#tax [14] #tax,#taxes [14] #taxes,#irs [12] #tax,#irs [12] #irs,tax [11] believe,taxpayers Top Word Pairs in Tweet in G6:
[230] cena,mantuvo [230] mantuvo,sergiomassa [230] sergiomassa,diferentes [230] diferentes,funcionarios [230] funcionarios,eeuu [230] eeuu,ellos [117] sergiomassa,irsnews [116] riellodecba,ðÿÿ [116] ðÿÿ,dato [116] dato,positivoâ Top Word Pairs in Tweet in G7:
[82] irsnews,irs_ci [76] irs_ci,irstaxpros [42] enronchairman,patagonia [42] patagonia,litcapital [42] litcapital,irsnews [37] apply,today [35] irstaxpros,irs_ci [34] irsnews,irstaxpros [33] sentenced,prison [32] #nowhiring,#irsjobs Top Word Pairs in Tweet in G8:
[52] epochtimes,sen [45] sen,chuckgrassley [45] chuckgrassley,know [45] know,over [45] over,year [45] year,later [45] later,#treasury [45] #treasury,#doj [45] #doj,#irs [45] #irs,explain Top Word Pairs in Tweet in G9:
[51] irsnews,#irs [16] tax,relief [14] severe,storms [13] #irs,reminder [13] tax,return [12] learn,more [10] storms,flooding [9] relief,victims [9] 2021,tax [9] victims,severe Top Word Pairs in Tweet in G10:
[39] lee,county [25] irsnews,fbi [24] wef,terrorists [22] county,gop [19] gop,consider [19] consider,branding [19] branding,wef [19] terrorists,barring [19] barring,irsnews [18] fbi,irsnews 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 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:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: