The graph represents a network of 11,520 Twitter users whose recent tweets contained "JD Vance", 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 Wednesday, 08 September 2021 at 04:30 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 30-minute period from Monday, 30 August 2021 at 21:25 UTC to Wednesday, 08 September 2021 at 03:56 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 : 11520
Unique Edges : 17672
Edges With Duplicates : 1907
Total Edges : 19579
Number of Edge Types : 5
Retweet : 11354
Replies to : 2003
Mentions : 875
Tweet : 998
MentionsInRetweet : 4349
Self-Loops : 1028
Reciprocated Vertex Pair Ratio : 0.00176839703365659
Reciprocated Edge Ratio : 0.00353055065201298
Connected Components : 798
Single-Vertex Connected Components : 524
Maximum Vertices in a Connected Component : 10280
Maximum Edges in a Connected Component : 18424
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.823324
Graph Density : 0.000132337213396225
Modularity : 0.622805
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 11,520 Twitter users whose recent tweets contained "JD Vance", 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 Wednesday, 08 September 2021 at 04:30 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 30-minute period from Monday, 30 August 2021 at 21:25 UTC to Wednesday, 08 September 2021 at 03:56 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 : JD Vance
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:
[10089] jd,vance [4217] alex,jones [3481] source,information [2861] thinks,alex [2698] reputable,source [2015] jones,reputable [2011] jdvance1,thinks [2011] information,reup [2011] reup,piece [2011] piece,warn Top Word Pairs in Tweet in G1:
[1951] alex,jones [1791] thinks,alex [1777] source,information [1750] reputable,source [1722] jones,reputable [1720] jdvance1,thinks [1720] information,reup [1720] reup,piece [1720] piece,warn [1720] warn,bad Top Word Pairs in Tweet in G2:
[1931] jd,vance [1641] vance,tweet [1641] tweet,woke [1641] woke,elites [1641] elites,make [1641] make,illegal [1641] illegal,meemaw [1641] meemaw,short [1641] short,freight [1641] freight,derivatives Top Word Pairs in Tweet in G3:
[976] jd,vance [236] hillbilly,elegy [209] fight,opioid [208] rust,belt [198] savior,rust [197] vance,running [197] running,senate [197] senate,savior [197] belt,insiders [197] insiders,experts Top Word Pairs in Tweet in G4:
[1601] jd,vance [1326] vance,thinks [812] alex,jones [731] source,information [726] rachel,maddow [723] thinks,alex [669] information,rachel [662] jones,better [661] better,source [661] maddow,news Top Word Pairs in Tweet in G5:
[469] jd,vance [33] alex,jones [30] hillbilly,elegy [27] jd,vance's [26] author,jd [21] josh,mandel [20] rust,belt [20] rachel,maddow [18] anti,opioid [18] geraldo,rivera Top Word Pairs in Tweet in G6:
[621] jd,vance [512] alex,jones [486] source,information [449] rachel,maddow [443] information,rachel [434] reputable,source [403] more,reputable [242] vance,alex [234] jones,forgot [234] forgot,kids' Top Word Pairs in Tweet in G7:
[482] jd,vance [446] anti,semitic [295] alex,jones [223] hoping,jewish [223] jewish,voters [223] voters,ohio [223] ohio,see [223] see,jd [223] vance,celebrating [223] celebrating,alex Top Word Pairs in Tweet in G8:
[355] jd,vance [79] trade,deals [79] machine,attacking [79] attacking,jd [77] vance,senate [65] america,first [57] trump,administration [47] more,confrontational [47] confrontational,approach [45] vance,right Top Word Pairs in Tweet in G9:
[231] jd,vance [143] vance,shamed [143] shamed,quote [143] quote,retweet [143] retweet,reply [143] reply,dunk [143] dunk,form [143] form,written [143] written,condemnation [143] condemnation,formed Top Word Pairs in Tweet in G10:
[117] jd,vance [42] alex,jones [34] rachel,maddow [26] reputable,source [25] more,reputable [24] kind,trolling [24] trolling,everybody [24] jones,far [24] far,more [24] source,info Top Replied-To in Entire Graph:
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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 Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: