The graph represents a network of 14,434 Twitter users whose recent tweets contained "fruman", 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, 23 November 2019 at 19:03 UTC.
The tweets in the network were tweeted over the 2-day, 4-hour, 58-minute period from Thursday, 21 November 2019 at 11:23 UTC to Saturday, 23 November 2019 at 16:21 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 : 14434
Unique Edges : 26231
Edges With Duplicates : 3310
Total Edges : 29541
Self-Loops : 639
Reciprocated Vertex Pair Ratio : 0.00236284427379458
Reciprocated Edge Ratio : 0.00471454880294659
Connected Components : 296
Single-Vertex Connected Components : 184
Maximum Vertices in a Connected Component : 13845
Maximum Edges in a Connected Component : 28882
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.804459
Graph Density : 0.000130324636220739
Modularity : 0.690469
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 14,434 Twitter users whose recent tweets contained "fruman", 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, 23 November 2019 at 19:03 UTC.
The tweets in the network were tweeted over the 2-day, 4-hour, 58-minute period from Thursday, 21 November 2019 at 11:23 UTC to Saturday, 23 November 2019 at 16:21 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 : fruman
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:
[8885] parnas,fruman [7135] igor,fruman [7135] joe,biden [6743] lev,parnas [6366] parnas,igor [4027] firtash,manafort [4026] manafort,putin [3729] fruman,firtash [3717] putin,russian [3668] team,trump Top Word Pairs in Tweet in G1:
[5553] joe,biden [3113] parnas,fruman [3102] firtash,manafort [3102] manafort,putin [2781] note,fact [2781] fact,team [2781] team,trump [2781] trump,america [2781] america,focused [2781] focused,joe Top Word Pairs in Tweet in G2:
[1910] igor,fruman [1706] lev,parnas [1686] parnas,igor [1546] giuliani,associates [1515] federal,prosecutors [1502] associates,lev [1500] investigation,giuliani [1497] part,investigation [1486] new,federal [1478] prosecutors,ny Top Word Pairs in Tweet in G3:
[1842] igor,fruman [1839] lev,parnas [1685] rudy,giuliani [1680] parnas,igor [1666] found,video [1666] video,rudy [1666] giuliani,appears [1666] appears,indicted [1666] indicted,ukrainians [1666] ukrainians,lev Top Word Pairs in Tweet in G4:
[1676] parnas,fruman [375] way,vienna [373] fruman,way [367] ryanlizza,patriot_paragon [365] patriot_paragon,giuliani [365] giuliani,tried [365] tried,shokin [365] shokin,here [365] here,visa [365] visa,denied Top Word Pairs in Tweet in G5:
[1249] igor,fruman [1238] lev,parnas [1225] parnas,igor [789] everything,connected [785] asked,whether [785] both,everything [776] give,prosecutors [760] rudygiuliani,asked [755] #ukrainegate,henchmen [755] henchmen,lev Top Word Pairs in Tweet in G6:
[599] parnas,fruman [339] igor,fruman [299] lev,parnas [230] parnas,igor [133] anti,corruption [133] #parnas,#fruman [104] stationed,kyiv [104] joe,biden [101] command,anti [101] corruption,unit Top Word Pairs in Tweet in G7:
[737] lev,parnas [737] igor,fruman [735] parnas,igor [688] mike,pompeo [688] pompeo,resign [688] resign,sec [688] sec,state [688] state,seek [688] seek,become [688] become,junior Top Word Pairs in Tweet in G8:
[426] parallel,criminal [426] criminal,track [426] direct,connections [426] connections,trump [426] trump,rudy [426] rudy,nunes [410] fruman,parnas [402] 1,sure [402] sure,political [402] political,washington Top Word Pairs in Tweet in G9:
[351] parnas,fruman [281] fruman,nunes [195] rudy,parnas [190] impeachment,drama [190] drama,still [190] still,needs [190] needs,tipping [190] tipping,point [190] point,talking [190] talking,trump's Top Word Pairs in Tweet in G10:
[385] parnas,fruman [307] pompeo,oval [300] new,direct [300] direct,links [300] links,between [300] between,giuliani [300] giuliani,pompeo [300] oval,office [300] office,note [300] note,names Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: