The graph represents a network of 4,446 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, 27 February 2021 at 22:45 UTC.
The requested start date was Saturday, 27 February 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 4-day, 7-hour, 33-minute period from Monday, 22 February 2021 at 17:27 UTC to Saturday, 27 February 2021 at 01:01 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 : 4446
Unique Edges : 5513
Edges With Duplicates : 16733
Total Edges : 22246
Number of Edge Types : 5
Tweet : 1375
Retweet : 1855
MentionsInRetweet : 3218
Mentions : 11923
Replies to : 3875
Self-Loops : 1425
Reciprocated Vertex Pair Ratio : 0.0623119358074223
Reciprocated Edge Ratio : 0.117313820370589
Connected Components : 537
Single-Vertex Connected Components : 398
Maximum Vertices in a Connected Component : 3573
Maximum Edges in a Connected Component : 20781
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.99963
Graph Density : 0.000428741953814478
Modularity : 0.296525
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,446 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, 27 February 2021 at 22:45 UTC.
The requested start date was Saturday, 27 February 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 4-day, 7-hour, 33-minute period from Monday, 22 February 2021 at 17:27 UTC to Saturday, 27 February 2021 at 01:01 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:
[273] tax,return [249] #irs,refund [234] refund,tool [205] tool,working [202] taxpayers,experiencing [202] experiencing,issues [201] issues,#irs [200] aware,taxpayers [193] irsnews,#irs [137] claudiacjpj,theviperroom Top Word Pairs in Tweet in G1:
[183] #irs,refund [172] refund,tool [153] tool,working [152] taxpayers,experiencing [151] aware,taxpayers [151] experiencing,issues [151] issues,#irs [142] irsnews,#irs [135] tax,return [88] irsnews,aware Top Word Pairs in Tweet in G2:
[90] irsnews,mine [89] irsnews,same [74] irsnews,filed [74] digitalkiki_chi,irsnews [60] people,filed [50] turbo,tax [49] chief_tbird,irsnews [45] andreaw83569362,irsnews [44] irsnews,yes [43] lovelyjaz7,irsnews Top Word Pairs in Tweet in G3:
[36] donaldjtrumpjr,ivankatrump [31] ivankatrump,erictrump [31] irsnews,irs_ci [29] leadermcconnell,gopleader [28] crewcrew,leadermcconnell [28] gopleader,housegop [28] housegop,senategop [28] senategop,gop [27] gop,donaldjtrumpjr [27] erictrump,franklin_graham Top Word Pairs in Tweet in G4:
[46] #irs,#taxes [41] #taxes,#irs [36] tax,return [30] tax,returns [23] learn,more [21] tax,refund [20] #tax,#irs [19] away,#irs [18] won,believe [18] believe,taxpayers Top Word Pairs in Tweet in G5:
[34] tax,return [29] #irs,refund [27] refund,tool [25] aware,taxpayers [25] taxpayers,experiencing [25] experiencing,issues [25] issues,#irs [25] tool,working [24] irstaxpros,#irs [23] irstaxpros,irsnews Top Word Pairs in Tweet in G6:
[71] trophy,room [71] room,nike [71] nike,air [71] air,jordan [71] jordan,heirmj [71] heirmj,filed [71] filed,ppp [71] ppp,loan [71] loan,trophyroomstore [71] trophyroomstore,lets Top Word Pairs in Tweet in G7:
[19] think,benefit [19] benefit,using [19] using,paid [19] paid,#taxpro [19] #taxpro,use [19] use,one [19] one,yes [19] yes,really [19] really,understand [19] understand,folks Top Word Pairs in Tweet in G8:
[11] filing,season [10] present,plans [10] plans,extend [10] extend,filing [10] season,irs [10] irs,commissioner [10] commissioner,charles [10] charles,rettig [10] rettig,americans [10] americans,shouldn Top Word Pairs in Tweet in G9:
[24] avoid,making [22] making,estimated [21] estimated,tax [21] #thecpataxproblemsolver,#mytaxhero [21] #mytaxhero,#irs [20] #irs,reminder [20] #irs,#certifiedtaxpreparer [20] #certifiedtaxpreparer,#letsdothis [19] #letsdothis,#stressfreezone [19] #stressfreezone,#taxservice Top Word Pairs in Tweet in G10:
[137] claudiacjpj,theviperroom [137] theviperroom,tuckercarlson [132] tuckercarlson,dianemo24012416 [128] dianemo24012416,waynedupreeshow [128] waynedupreeshow,pastorlocke [128] pastorlocke,aphrodite_jones [128] aphrodite_jones,didimond [128] didimond,letters4thelord [128] letters4thelord,michaeldcarlin [128] michaeldcarlin,kenoath16 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:
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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:
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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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: