The graph represents a network of 9,015 Twitter users whose tweets in the requested range contained "Koch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 September 2020 at 14:41 UTC.
The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 1-day, 12-hour, 58-minute period from Monday, 28 September 2020 at 11:02 UTC to Wednesday, 30 September 2020 at 00:00 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 : 9015
Unique Edges : 7782
Edges With Duplicates : 10896
Total Edges : 18678
Number of Edge Types : 5
Mentions : 4028
Replies to : 2524
Tweet : 1710
Retweet : 3834
MentionsInRetweet : 6582
Self-Loops : 1799
Reciprocated Vertex Pair Ratio : 0.0230576905269006
Reciprocated Edge Ratio : 0.0450760318609703
Connected Components : 1790
Single-Vertex Connected Components : 655
Maximum Vertices in a Connected Component : 3506
Maximum Edges in a Connected Component : 10308
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.024448
Graph Density : 0.000135956626784169
Modularity : 0.574779
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,015 Twitter users whose tweets in the requested range contained "Koch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 September 2020 at 14:41 UTC.
The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 1-day, 12-hour, 58-minute period from Monday, 28 September 2020 at 11:02 UTC to Wednesday, 30 September 2020 at 00:00 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 : GraphServerTwitterSearch
Graph Term : Koch
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:
[784] koch,brothers [568] dark,money [432] charles,koch [268] money,court [267] money,influence [266] course,polluters [266] polluters,specialize [266] specialize,dark [266] influence,pro [266] pro,polluter Top Word Pairs in Tweet in G1:
[211] koch,brothers [100] tentoads4truth,koch [53] charles,koch [50] cambridge,analytica [43] koch,industries [43] koch,#kochnetwork [42] stephaniefishm4,jedgarren [41] heritage,foundation [41] right,wing [35] carolecadwalla,wendysiegelman Top Word Pairs in Tweet in G2:
[43] koch,network [42] koch,brothers [27] robert,koch [23] heckler,koch [19] policy,wins [18] supreme,court [17] amy,coney [16] sam,koch [16] trump,koch [16] network,helping Top Word Pairs in Tweet in G3:
[44] koch,brothers [19] trump,koch [16] brothers,manipulate [14] manipulate,vulnerable [14] gtconway3d,tashka9 [13] vulnerable,people [13] federalist,society [11] iaff22,realdonaldtrump [10] cruellaisdevine,iaff22 [10] ed,koch Top Word Pairs in Tweet in G4:
[510] dark,money [254] course,polluters [254] polluters,specialize [254] specialize,dark [254] money,influence [254] influence,pro [254] pro,polluter [254] polluter,pro [254] pro,dark [254] money,court Top Word Pairs in Tweet in G5:
[68] victor,radz [68] radz,appreciation [68] appreciation,tweet [68] tweet,looking [68] looking,domestic [68] domestic,signings [68] signings,watkins [68] watkins,30m [68] 30m,ben [68] ben,white Top Word Pairs in Tweet in G6:
[132] charles,koch [99] billionaire,climate [99] climate,polluter [99] polluter,charles [97] koch,pressuring [97] pressuring,senators [97] senators,confirming [97] confirming,amy [97] amy,coney [97] coney,barrett Top Word Pairs in Tweet in G7:
[96] koch's,postulates [91] until,scientists [91] scientists,phe [91] phe,university [91] university,produce [91] produce,actual [91] actual,isolated [91] isolated,virus [91] virus,passes [91] passes,koch's Top Word Pairs in Tweet in G8:
[99] charles,koch [95] political,advocacy [95] advocacy,group [95] group,backed [95] backed,billionaire [95] billionaire,charles [95] koch,officially [95] officially,launching [95] launching,campaign [95] campaign,support Top Word Pairs in Tweet in G9:
[19] museum,scamming [19] scamming,public [19] public,empty [19] empty,frames [19] frames,art [19] art,heist [18] heist,part [16] gardnermuseum,museum [12] voter,intimidation [11] part,covering Top Word Pairs in Tweet in G10:
[12] djrothkopf,morning_joe [12] morning_joe,aweissmann_ [8] pamkeithfl,justmejanis [8] justmejanis,republicans [8] republicans,underfunded [8] underfunded,irs [8] irs,happens [8] happens,collect [7] hedylamarr228,pamkeithfl [7] collect,rich Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: