The graph represents a network of 5,962 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, 23 April 2022 at 21:30 UTC.
The requested start date was Saturday, 23 April 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 7-day, 2-hour, 3-minute period from Friday, 15 April 2022 at 20:57 UTC to Friday, 22 April 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 : 5962
Unique Edges : 5652
Edges With Duplicates : 10834
Total Edges : 16486
Number of Edge Types : 5
Mentions : 4814
Tweet : 2100
Retweet : 3141
MentionsInRetweet : 4905
Replies to : 1526
Self-Loops : 2157
Reciprocated Vertex Pair Ratio : 0.0185762373768857
Reciprocated Edge Ratio : 0.0364749082007344
Connected Components : 847
Single-Vertex Connected Components : 637
Maximum Vertices in a Connected Component : 3910
Maximum Edges in a Connected Component : 12999
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.599188
Graph Density : 0.00022988517390321
Modularity : 0.427677
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,962 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, 23 April 2022 at 21:30 UTC.
The requested start date was Saturday, 23 April 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 7-day, 2-hour, 3-minute period from Friday, 15 April 2022 at 20:57 UTC to Friday, 22 April 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:
[757] file,taxes [693] everything,everywhere [693] everywhere,once [693] once,holiday [693] holiday,movie [693] movie,whole [693] whole,family [693] family,file [693] taxes,celebrate [693] celebrate,those Top Word Pairs in Tweet in G1:
[280] tax,filing [275] hey,irsnews [263] irsnews,write [262] write,inflation [262] inflation,tax [260] dylanleclair_,hey [203] tax,return [80] dylanleclair_,irsnews [78] file,tax [55] #irs,tax Top Word Pairs in Tweet in G2:
[693] everything,everywhere [693] everywhere,once [693] once,holiday [693] holiday,movie [693] movie,whole [693] whole,family [693] family,file [693] file,taxes [693] taxes,celebrate [693] celebrate,those Top Word Pairs in Tweet in G3:
[46] tax,day [41] #taxes,#irs [35] tax,return [25] #irs,#taxes [25] tax,refund [24] #taxday,#irs [23] #irs,#taxday [21] #irs,#tax [20] 904,647 [20] 647,4512 Top Word Pairs in Tweet in G4:
[66] irsnews,irstaxpros [41] irs_ci,irsnews [32] prize,draw [31] entry,eth [31] eth,prize [24] mint,tax [23] mint,entry [23] draw,max [23] max,mints [23] mints,tx Top Word Pairs in Tweet in G5:
[80] irsnews,irs_ci [69] irs_ci,irstaxpros [58] ifalatas,nyuniversity [54] nyuniversity,irsnews [49] tsamaradki,ifalatas [44] irstaxpros,irs_in [42] __nanarosa,tsamaradki [37] seleb_berita,__nanarosa [28] joebiden,potus [27] kamalaharris,vp Top Word Pairs in Tweet in G6:
[74] tax,return [48] learn,more [39] pay,#irs [39] #irs,tax [35] apply,today [34] need,pay [28] #irs,hiring [27] #nowhiring,#irsjobs [25] impuestos,#irs [25] fecha,límite Top Word Pairs in Tweet in G7:
[13] covering,ass [13] ass,fraudulent [13] fraudulent,government [13] government,agencies [13] agencies,federal [13] federal,court [13] court,system [13] system,including [8] #fbi,covering [7] #irs,tax Top Word Pairs in Tweet in G8:
[71] dhsgov,secgov [70] secgov,irsnews [69] drdrjeff,dhsgov [67] satoshi,nakamoto [65] irsnews,consumers [65] consumers,need [65] need,know [65] know,satoshi [65] nakamoto,much [65] much,tax Top Word Pairs in Tweet in G9:
[13] each,year [12] 000,billion [12] billion,each [12] year,public [12] public,money [12] money,stolen [12] stolen,fraud [12] fraud,tax [12] tax,evasion [12] evasion,usa Top Word Pairs in Tweet in G10:
[12] april,18 [11] file,2021 [10] today,april [10] 18,deadline [10] deadline,file [10] 2021,federal [10] federal,income [10] income,taxes [10] taxes,find [10] find,postal Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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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:
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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:
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Top Tweeters in G5:
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Top Tweeters in G10: