The graph represents a network of 5,743 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 04:19 UTC.
The tweets in the network were tweeted over the 1164-day, 20-hour, 50-minute period from Friday, 01 November 2019 at 04:08 UTC to Monday, 09 January 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 : 5743
Unique Edges : 2491
Edges With Duplicates : 10558
Total Edges : 13049
Number of Edge Types : 9
Retweet : 3751
MentionsInRetweet : 4627
MentionsInReplyTo : 2306
Replies to : 1214
Tweet : 688
Quote : 135
MentionsInQuoteReply : 70
Mentions : 215
MentionsInQuote : 43
Self-Loops : 1064
Reciprocated Vertex Pair Ratio : 0.0206279387228879
Reciprocated Edge Ratio : 0.0404220537969981
Connected Components : 680
Single-Vertex Connected Components : 202
Maximum Vertices in a Connected Component : 3430
Maximum Edges in a Connected Component : 8524
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.020326
Graph Density : 0.000204055602831924
Modularity : 0.514648
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,743 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 04:19 UTC.
The tweets in the network were tweeted over the 1164-day, 20-hour, 50-minute period from Friday, 01 November 2019 at 04:08 UTC to Monday, 09 January 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:
[3719] melinda,gates [3360] bill,melinda [2466] gates,foundation [1335] bill,gates [660] global,alliance [654] veterinary,medicines [654] alliance,livestock [654] livestock,veterinary [653] invested,40 [653] 40,million Top Word Pairs in Tweet in G1:
[631] melinda,gates [628] bill,melinda [623] gates,foundation [612] livestock,veterinary [612] alliance,livestock [612] jamesmelville,bill [612] global,alliance [612] veterinary,medicines [610] million,global [610] foundation,invested Top Word Pairs in Tweet in G2:
[599] melinda,gates [589] bill,melinda [588] gates,foundation [513] bill,gates [498] ichudov,bill [336] gates,researched [336] made,several [336] infertility,research [336] research,bill [336] grants,towards Top Word Pairs in Tweet in G3:
[328] bill,melinda [324] melinda,gates [273] gates,foundation [247] gefinancierd,door [241] oa,bill [241] foundation,welcome [241] welcome,trust [240] 2018,opgericht [240] opgericht,door [240] gpmb,werd Top Word Pairs in Tweet in G4:
[258] bill,gates [196] l'année,2022 [196] fait,lui [196] signé,gros [196] chèque,ce [196] 2022,montant [196] gates,signé [196] philanthrope,l'année [196] ce,fait [196] gros,chèque Top Word Pairs in Tweet in G5:
[193] melinda,gates [163] bill,melinda [102] gates,foundation [38] vanden,bossche [38] worked,bill [37] geert,vanden [34] bill,gates [33] cathiedwood,warning [33] mothers,fathers [33] elonmusk,cathiedwood Top Word Pairs in Tweet in G6:
[161] melinda,gates [109] bill,melinda [71] gates,foundation [52] bill,gates [15] melinda,french [14] french,gates [12] johns,hopkins [10] fondation,bill [9] jeffrey,epstein [9] म,ल Top Word Pairs in Tweet in G7:
[67] french,gates [66] melinda,french [45] really,invested [45] questions,gatesfoundation [45] gatesfoundation,really [45] banned,asking [45] 2021,banned [45] invested,much [45] june,2021 [45] asking,questions Top Word Pairs in Tweet in G8:
[139] bill,melinda [139] melinda,gates [122] guardian,vacinas [122] gates,foundation [122] reportagem,guardian [122] patrocínio,bill [122] vacinas,patrocínio [121] schmittpaula,reportagem [22] fundação,bill [19] johns,hopkins Top Word Pairs in Tweet in G9:
[67] melinda,gates [55] bill,melinda [48] gates,foundation [31] funded,bill [30] gene,modified [30] 2015,linked [30] modified,mosquitoes [30] brazil,2015 [30] outbreak,brazil [30] foundation,13000 Top Word Pairs in Tweet in G10:
[64] bill,melinda [64] melinda,gates [47] reminder,bill [47] medal,freedom [47] gates,awarded [47] presidential,medal [47] awarded,presidential [46] kukicat7,reminder [35] speak,more [35] makes,people Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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 G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: