The graph represents a network of 16,731 Twitter users whose recent tweets contained "Vindman", 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, 16 November 2019 at 08:15 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 30-minute period from Thursday, 14 November 2019 at 22:55 UTC to Saturday, 16 November 2019 at 07:26 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 : 16731
Unique Edges : 23216
Edges With Duplicates : 3258
Total Edges : 26474
Self-Loops : 968
Reciprocated Vertex Pair Ratio : 0.00696790540540541
Reciprocated Edge Ratio : 0.013839379324806
Connected Components : 636
Single-Vertex Connected Components : 325
Maximum Vertices in a Connected Component : 15492
Maximum Edges in a Connected Component : 25187
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.606477
Graph Density : 8.51882087800981E-05
Modularity : 0.750094
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 16,731 Twitter users whose recent tweets contained "Vindman", 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, 16 November 2019 at 08:15 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 30-minute period from Thursday, 14 November 2019 at 22:55 UTC to Saturday, 16 November 2019 at 07:26 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 : Vindman
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[6371] next,week [4250] fiona,hill [3753] williams,vindman [3742] hale,thurs [3669] vindman,volker [3659] volker,morrison [3659] cooper,hale [3658] sondland,cooper [3653] week,trump [3653] thurs,fiona Top Word Pairs in Tweet in G1:
[3157] fiona,hill [3156] next,week [3147] week,s [3145] thought,bad [3145] bad,week [3145] week,trump [3145] trump,check [3145] check,out [3145] out,next [3145] s,schedule Top Word Pairs in Tweet in G2:
[861] sondland,testified [537] bolton,vindman [535] mulvaney,hill [535] hill,bolton [535] investigate,democrats [534] military,aid [533] ukraine,investigate [533] foreign,interference [533] interference,elections [532] asked,ukraine Top Word Pairs in Tweet in G3:
[1663] next,week [1661] b,c [1293] vindman,testifies [1292] arent,witnesses [1292] witnesses,danger [1292] danger,whistleblower [1292] whistleblower,saying [1292] saying,same [1292] same,thing [1292] thing,public Top Word Pairs in Tweet in G4:
[1910] white,house [1018] ukraine,expert [1005] nsc,s [925] alex,vindman [913] expert,alex [864] discrepancy,between [863] readout,transcript [862] between,readout [780] press,release [776] s,top Top Word Pairs in Tweet in G5:
[766] vindman,testified [731] national,security [728] between,april [726] april,21st [726] 21st,call [726] call,july [726] july,25th [726] 25th,call [726] call,trump [726] trump,spoke Top Word Pairs in Tweet in G6:
[156] col,vindman [116] lt,col [92] next,week [78] same,rag [76] alexander,vindman [69] alex,vindman [65] fiona,hill [64] deep,state [64] ltc,vindman [63] col,alexander Top Word Pairs in Tweet in G7:
[516] ltc,vindman [404] maria,starkova [319] 1,4 [319] 4,ltc [319] vindman,two [319] two,brothers [319] brothers,yevgeny [319] yevgeny,army [319] army,lawyer [319] lawyer,serves Top Word Pairs in Tweet in G8:
[262] whistleblower,testify [261] adam,schiff [257] due,process [257] process,house [257] house,unrepresentatives [257] unrepresentatives,adam [257] schiff,cowardly [257] cowardly,whistleblower [257] testify,under [257] under,oath Top Word Pairs in Tweet in G9:
[81] white,house [78] lt,col [64] col,vindman [59] alexander,vindman [36] house,blames [31] ukraine,call [24] col,alexander [24] purple,heart [23] next,week [21] blames,nsc Top Word Pairs in Tweet in G10:
[234] public,servants [233] trump,attacks [233] attacks,gold [233] gold,star [233] star,families [233] families,insults [233] insults,widow [233] widow,fallen [233] fallen,soldier [233] soldier,denigrates Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: