The graph represents a network of 17,138 Twitter users whose recent tweets contained "US Marshals", 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, 17 October 2020 at 04:46 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 46-minute period from Friday, 16 October 2020 at 03:29 UTC to Saturday, 17 October 2020 at 04:16 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 : 17138
Unique Edges : 25344
Edges With Duplicates : 2957
Total Edges : 28301
Number of Edge Types : 5
Retweet : 17104
MentionsInRetweet : 6420
Replies to : 1945
Tweet : 446
Mentions : 2386
Self-Loops : 460
Reciprocated Vertex Pair Ratio : 0.0060893359540602
Reciprocated Edge Ratio : 0.0121049607354913
Connected Components : 336
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 16452
Maximum Edges in a Connected Component : 27655
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.800136
Graph Density : 8.88850584458501E-05
Modularity : 0.766291
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 17,138 Twitter users whose recent tweets contained "US Marshals", 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, 17 October 2020 at 04:46 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 46-minute period from Friday, 16 October 2020 at 03:29 UTC to Saturday, 17 October 2020 at 04:16 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 : US Marshals
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:
[5651] marshals,murder [4515] sent,marshals [4173] ordered,marshals [3634] mr,rogers [3604] murder,someone [3600] trump,re [3600] re,election [3600] election,platform [3600] platform,mr [3600] rogers,sucks Top Word Pairs in Tweet in G1:
[3149] ordered,marshals [3148] last,48 [3148] 48,hours [3148] hours,trump [3148] trump,re [3148] re,election [3148] election,platform [3148] platform,mr [3148] mr,rogers [3148] rogers,sucks Top Word Pairs in Tweet in G2:
[2774] sent,marshals [2552] antifa,activist [2526] remember,trump [2526] trump,admitted [2526] admitted,sent [1604] marshals,assassinate [1604] assassinate,antifa [1604] activist,earlier [1604] earlier,today [1443] marshals,murder Top Word Pairs in Tweet in G3:
[2202] president,saying [2202] saying,successfully [2202] successfully,ordered [2202] ordered,murder [2202] murder,executed [2202] executed,marshals [2200] yes,lot [2200] lot,going [2200] going,president [82] antifa,activist Top Word Pairs in Tweet in G4:
[496] ordered,marshals [486] antifa,suspect [482] marshals,execute [481] town,hall [480] friday,fiascos [480] fiascos,#dopeydon [480] #dopeydon,trump [480] trump,combative [480] combative,during [480] during,town Top Word Pairs in Tweet in G5:
[1805] 15,minutes [920] sent,marshals [882] didn,arrest [881] marshals,took [881] took,15 [881] minutes,over [881] over,knew [881] knew,didn [881] arrest,15 [881] minutes,ended Top Word Pairs in Tweet in G6:
[515] extrajudicial,killing [496] president,trump [493] mean,wanted [492] michael,forest [492] forest,reinoehl [491] trump,speaking [491] speaking,marshals [491] marshals,arrest [491] arrest,mean [491] mean,mean Top Word Pairs in Tweet in G7:
[712] extrajudicial,killings [712] killings,illegal [712] illegal,america [712] america,repkathleenrice [712] repkathleenrice,former [712] former,prosecutors [712] prosecutors,requesting [712] requesting,justiceoig [712] justiceoig,investigate [712] investigate,killing Top Word Pairs in Tweet in G8:
[582] really,true [582] true,marshals [582] marshals,purposely [582] purposely,avoided [582] avoided,arresting [582] arresting,citizen [582] citizen,soil [582] soil,chose [582] chose,shoot [582] shoot,kill Top Word Pairs in Tweet in G9:
[306] marshals,committed [306] committed,extrajudicial [304] extrajudicial,assassination [291] usmarshalshq,president [291] president,claimed [291] claimed,marshals [291] assassination,correct [290] hi,usmarshalshq [83] 15,minutes [82] sent,marshals Top Word Pairs in Tweet in G10:
[366] both,ag [366] ag,barr [366] barr,marshal [366] marshal,washington [366] washington,know [366] know,law [366] law,permit [366] permit,marshals [366] marshals,kill [366] kill,people Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: