The graph represents a network of 3,382 Twitter users whose recent tweets contained ""87k IRS"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 07 January 2023 at 16:51 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 0-minute period from Wednesday, 28 December 2022 at 15:47 UTC to Saturday, 07 January 2023 at 16:47 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 : 3382
Unique Edges : 3608
Edges With Duplicates : 121
Total Edges : 3729
Number of Edge Types : 5
Retweet : 2236
Replies to : 808
Tweet : 144
MentionsInRetweet : 196
Mentions : 345
Self-Loops : 151
Reciprocated Vertex Pair Ratio : 0.00171232876712329
Reciprocated Edge Ratio : 0.00341880341880342
Connected Components : 278
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 2443
Maximum Edges in a Connected Component : 2860
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.731038
Graph Density : 0.000306964634001082
Modularity : 0.865627
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,382 Twitter users whose recent tweets contained ""87k IRS"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 07 January 2023 at 16:51 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 0-minute period from Wednesday, 28 December 2022 at 15:47 UTC to Saturday, 07 January 2023 at 16:47 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 : TwitterSearch
Graph Term : "87k IRS"
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3098] 87k,irs [2905] irs,agents [1171] funding,87k [811] repeal,funding [788] one,congress [786] gets,back [786] congress,gets [786] bill,number [786] number,one [785] back,repeal Top Word Pairs in Tweet in G1:
[544] 87k,irs [544] irs,agents [531] hired,87k [530] fire,newly [530] house,republicans [530] republicans,move [530] move,fire [530] tomorrow,house [530] newly,hired [6] fulfilling,promises Top Word Pairs in Tweet in G2:
[428] 87k,irs [427] irs,agents [416] funding,87k [416] repeal,funding [416] back,repeal [416] gets,back [416] bill,number [416] one,congress [416] congress,gets [416] number,one Top Word Pairs in Tweet in G3:
[368] 87k,irs [365] irs,agents [340] funding,87k [339] rescind,funding [332] vote,rescind [329] last,night [328] supposed,vote [328] small,group [328] night,supposed [327] hostage,unite Top Word Pairs in Tweet in G4:
[363] irs,agents [363] 87k,irs [353] funding,87k [351] repeal,funding [351] back,repeal [351] gets,back [351] bill,number [351] one,congress [351] congress,gets [351] number,one Top Word Pairs in Tweet in G5:
[149] 87k,irs [118] irs,agents [26] act,gun [26] count,act [26] electoral,count [26] trill,infrastructure [26] agents,open [26] marriage,act [26] open,borders [26] gun,control Top Word Pairs in Tweet in G6:
[162] 87k,irs [161] irs,agents [160] agents,coming [159] republican,party [159] mccarthy,republican [159] speaker,mccarthy [159] coming,speaker [159] party,misleading Top Word Pairs in Tweet in G7:
[149] 87k,irs [135] irs,agents [20] repeal,funding [16] fire,87k [13] rid,87k [12] funding,87k [12] repmtg,87k [10] matthewdmarsden,carsonkrow [9] chance,fauci [9] defeat,everything Top Word Pairs in Tweet in G8:
[126] 87k,irs [124] irs,agents [61] hired,87k [60] inflation,reduction [60] reduction,act [59] govt,fingerprints [59] gop,#lti2 [59] fingerprints,over [59] believe,limited [59] #lti2,#uniparty Top Word Pairs in Tweet in G9:
[92] 87k,irs [71] irs,agents [10] funding,87k [8] repeal,87k [7] repeal,funding [7] those,87k [6] bill,repeal [5] first,bill [5] defund,87k [5] hire,87k Top Word Pairs in Tweet in G10:
[58] 87k,irs [52] irs,agents [33] joe,biden [31] american,people [31] need,looking [31] fucking,give [31] wiz,finances [31] finances,american [31] give,bullshit [31] stuck,inflation Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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