The graph represents a network of 5,616 Twitter users whose recent tweets contained "melinda gates", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 04:18 UTC.
The tweets in the network were tweeted over the 1104-day, 6-hour, 14-minute period from Tuesday, 28 January 2020 at 18:37 UTC to Monday, 06 February 2023 at 00:51 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5616
Unique Edges : 1848
Edges With Duplicates : 9965
Total Edges : 11813
Number of Edge Types : 9
Retweet : 4088
MentionsInRetweet : 4557
MentionsInReplyTo : 1545
Replies to : 795
Tweet : 512
MentionsInQuoteReply : 18
Quote : 86
MentionsInQuote : 22
Mentions : 190
Self-Loops : 760
Reciprocated Vertex Pair Ratio : 0.0144446289224639
Reciprocated Edge Ratio : 0.0284779050736498
Connected Components : 559
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 3729
Maximum Edges in a Connected Component : 8183
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 4.851634
Graph Density : 0.000193760100260545
Modularity : 0.508267
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,616 Twitter users whose recent tweets contained "melinda gates", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 04:18 UTC.
The tweets in the network were tweeted over the 1104-day, 6-hour, 14-minute period from Tuesday, 28 January 2020 at 18:37 UTC to Monday, 06 February 2023 at 00:51 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : melinda gates
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:
[2191] melinda,gates [1778] jeffrey,epstein [1368] bill,gates [966] bill,melinda [908] evil,personified [868] friendship,jeffrey [858] abhorrent,evil [852] bill,friendship [852] meetings,met [852] met,abhorrent Top Word Pairs in Tweet in G1:
[786] jeffrey,epstein [782] bill,friendship [782] epstein,meetings [782] abhorrent,evil [782] evil,personified [782] liz_churchill8,bill [782] friendship,jeffrey [782] met,abhorrent [782] meetings,met [781] personified,nightmare Top Word Pairs in Tweet in G2:
[612] paper,ivermectin [612] manipulated,50 [612] dr,andrew [612] hill,admit [612] ivermectin,manipulated [612] shocking,watch [612] admit,paper [612] 50,million [612] million,donation [612] watch,dr Top Word Pairs in Tweet in G3:
[533] jeffrey,epstein [522] bill,gates [520] gates,continued [520] raised,concerns [520] continued,spending [520] gates,wife [520] wife,raised [520] time,epstein [520] epstein,gates [520] spending,time Top Word Pairs in Tweet in G4:
[240] melinda,gates [236] more,dinner [235] ex,husband [235] gates,throws [235] under,bus [235] throws,ex [235] husband,under [233] suggesting,more [233] bus,suggesting [232] proudelephantus,melinda Top Word Pairs in Tweet in G5:
[77] arrested,man [77] police,arrested [77] man,seattle [77] truth,being [77] 12,shocking [77] being,kept [77] shocking,truth [77] kept,under [77] wraps,2014 [77] mansion,bill Top Word Pairs in Tweet in G6:
[112] melinda,gates [93] bill,gates [92] gêné,par [92] fin,janvier [92] toujours,aussi [92] interview,accordée [92] abc,bill [92] par,question [92] janvier,chaine [92] aussi,gêné Top Word Pairs in Tweet in G7:
[168] melinda,gates [119] bill,melinda [88] gates,foundation [41] bill,gates [10] mip,discovery [10] funding,mip [10] foundation,funding [9] jeffrey,epstein [9] gates,throws [9] over,epstein Top Word Pairs in Tweet in G8:
[98] melinda,gates [69] bill,melinda [54] gates,foundation [18] mis,cause [18] billgates,plus [18] objectifs,melinda [18] gates,clair [18] delà,objectifs [18] ses,relations [18] bill,gates Top Word Pairs in Tweet in G9:
[110] melinda,gates [88] jeffrey,epstein [75] bennyjohnson,melinda [72] epstein,confession [72] confession,give [72] bill,gates' [72] friend,jeffrey [72] gates,gets [72] asked,bill [72] gates',friend Top Word Pairs in Tweet in G10:
[101] melinda,gates [99] jeffrey,epstein [97] bill,gates [96] divorce,melinda [96] cause,divorce [96] between,bill [96] gates,jeffrey [96] cited,cause [96] ties,between [96] epstein,cited Top Replied-To in Entire Graph:
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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: