The graph represents a network of 4,998 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 2/19/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 04:16 UTC.
The tweets in the network were tweeted over the 1084-day, 9-hour, 45-minute period from Monday, 02 March 2020 at 15:12 UTC to Monday, 20 February 2023 at 00:58 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 : 4998
Unique Edges : 918
Edges With Duplicates : 10096
Total Edges : 11014
Number of Edge Types : 9
Retweet : 4733
MentionsInRetweet : 5160
MentionsInReplyTo : 602
Replies to : 277
Tweet : 161
Mentions : 38
Quote : 31
MentionsInQuoteReply : 9
MentionsInQuote : 3
Self-Loops : 248
Reciprocated Vertex Pair Ratio : 0.00532386867790594
Reciprocated Edge Ratio : 0.0105913503971756
Connected Components : 186
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 4251
Maximum Edges in a Connected Component : 9441
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.989866
Graph Density : 0.000226826772333909
Modularity : 0.466546
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,998 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 2/19/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 04:16 UTC.
The tweets in the network were tweeted over the 1084-day, 9-hour, 45-minute period from Monday, 02 March 2020 at 15:12 UTC to Monday, 20 February 2023 at 00:58 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:
[2063] melinda,gates [1893] bill,melinda [1885] bill,gates [1593] event,201 [1554] simulate,practice [1554] gates,simulate [1553] pandemic,simulation [1552] corona,virus [1551] practice,event [1550] virus,pandemic Top Word Pairs in Tweet in G1:
[1390] bill,gates [1387] 201,corona [1387] event,201 [1387] practice,event [1387] simulate,practice [1387] pandemic,simulation [1387] virus,pandemic [1387] corona,virus [1387] gates,simulate [1386] efenigson,bill Top Word Pairs in Tweet in G2:
[872] ao,execrar [872] eles,ao [872] lancet,idolatrada [872] lá,mais [872] idolatrada,eles [872] revista,lancet [872] mais,choro [872] vamos,lá [872] ranger,dentes [872] coronalovers,revista Top Word Pairs in Tweet in G3:
[702] melinda,gates [697] gates,foundation [696] bill,melinda [693] foundation,current [693] funding,bill [693] funding,received [693] level,grant [693] receive,funding [693] current,level [693] grant,funding Top Word Pairs in Tweet in G4:
[229] melinda,gates [229] bill,melinda [213] dalla,fondazione [212] finanziamenti,dalla [212] livello,sovvenzione [212] l'attuale,livello [212] riceviamo,finanziamenti [212] gates,l'attuale [212] sovvenzione,ricevuto [212] fondazione,bill Top Word Pairs in Tweet in G5:
[193] bill,gates [163] jeffrey,epstein [157] sexualstraftäter,jeffrey [157] kontakt,sexualstraftäter [157] dr,tedros [157] gates,kontakt [157] epstein,dr [115] tedros,beteiligung [115] beteiligung,völkermord [106] seikritisch,bill Top Word Pairs in Tweet in G6:
[265] bill,melinda [263] melinda,gates [263] gates,foundation [228] over,13 [228] 13,million [227] guardian,received [227] currently,29 [227] received,over [227] re,currently [227] million,'grants' Top Word Pairs in Tweet in G7:
[220] bill,melinda [220] melinda,gates [219] peter,obi [218] achievements,health [218] health,sector [218] letter,peter [218] sector,anambra [218] congratulatory,letter [218] foundation's,congratulatory [218] obi,achievements Top Word Pairs in Tweet in G8:
[118] kontrol,vakfı [118] serhat,fındık [118] '',nın [118] nın,ismi [118] vakfı,'' [118] erkan,trükten [118] trükten,profsfindik [118] prof,dr [118] oldu,prof [118] vakfı,oldu Top Word Pairs in Tweet in G9:
[68] doctor,obinna [68] obinna,onyekwena [68] appointed,deputy [68] deputy,director [43] bill,melinda [43] melinda,gates [42] gates,foundation [41] onyekwena,appointed [41] nigerian,doctor [41] director,bill Top Word Pairs in Tweet in G10:
[49] fundación,bill [49] melinda,gates [49] bill,melinda [47] lejos,darse [47] parlamento,hindú [47] gates,india [47] 000,niños [47] hechos,parlamento [47] 490,000 [47] expulsó,fundación Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: