The graph represents a network of 5,808 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 04:18 UTC.
The tweets in the network were tweeted over the 2752-day, 7-hour, 50-minute period from Saturday, 01 August 2015 at 17:05 UTC to Monday, 13 February 2023 at 00:56 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 : 5808
Unique Edges : 2110
Edges With Duplicates : 10222
Total Edges : 12332
Number of Edge Types : 9
Retweet : 3838
MentionsInRetweet : 4373
Tweet : 659
Replies to : 1090
MentionsInReplyTo : 1974
MentionsInQuoteReply : 42
Mentions : 210
Quote : 110
MentionsInQuote : 36
Self-Loops : 984
Reciprocated Vertex Pair Ratio : 0.0211279050869495
Reciprocated Edge Ratio : 0.0413815056501671
Connected Components : 699
Single-Vertex Connected Components : 264
Maximum Vertices in a Connected Component : 3266
Maximum Edges in a Connected Component : 7432
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.450881
Graph Density : 0.000186289606777419
Modularity : 0.513644
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,808 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 04:18 UTC.
The tweets in the network were tweeted over the 2752-day, 7-hour, 50-minute period from Saturday, 01 August 2015 at 17:05 UTC to Monday, 13 February 2023 at 00:56 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:
[1808] bill,gates [1788] melinda,gates [1527] bill,melinda [774] gates,foundation [646] dr,andrew [644] andrew,hill [598] jeffrey,epstein [588] 50,million [578] million,donation [578] donation,bill Top Word Pairs in Tweet in G1:
[558] andrew,hill [558] dr,andrew [554] shocking,watch [554] million,donation [554] 50,million [554] hill,admit [554] ivermectin,manipulated [554] paper,ivermectin [554] watch,dr [554] manipulated,50 Top Word Pairs in Tweet in G2:
[508] jeffrey,epstein [508] bill,friendship [508] epstein,meetings [508] abhorrent,evil [508] evil,personified [508] friendship,jeffrey [508] met,abhorrent [508] meetings,met [507] liz_churchill8,bill [507] personified,nightmare Top Word Pairs in Tweet in G3:
[830] bill,gates [414] conservbrief,melinda [413] exposed,bill [413] epstein,secret [413] forced,testify [413] melinda,exposed [413] gates,forced [413] gates,dirty [413] dirty,epstein [413] secret,bill Top Word Pairs in Tweet in G4:
[367] gates,affirmé [367] affirmé,interview [367] bill,gates [367] ans,après [367] interview,bbc [367] retrouver,l'amour [367] insolite,milliardaire [367] milliardaire,bill [367] aimerait,retrouver [367] bbc,qu'il Top Word Pairs in Tweet in G5:
[203] melinda,gates [147] bill,melinda [118] bill,gates [99] gates,foundation [32] paula,hurd [16] gates,dating [14] dating,paula [13] divorce,melinda [13] kids,net [13] worth,photos Top Word Pairs in Tweet in G6:
[70] melinda,gates [60] bill,melinda [46] gates,foundation [27] bill,gates [15] gb,news [10] funded,bill [8] uk,column [7] consultative,meeting [7] held,consultative [6] column,looked Top Word Pairs in Tweet in G7:
[131] bill,melinda [130] deadly,pandemic [130] 5g,goes [130] very,smug [130] time,5g [130] goes,see [130] see,deadly [130] pandemic,suddenly [130] suddenly,erupt [130] prediction,time Top Word Pairs in Tweet in G8:
[119] diesmal,kinder [119] nächste,andemie [119] health,security [119] security,führte [119] rollt,diesmal [119] johns,hopkins [119] kinder,fokus [119] andemie,rollt [119] hopkins,center [119] fokus,johns Top Word Pairs in Tweet in G9:
[67] bill,melinda [66] melinda,gates [48] #6,donor [48] gavi,alliance [48] alliance,donors [48] donors,june [48] fascinating,gavi [48] june,30 [48] gavi,#6 [48] donor,gavi Top Word Pairs in Tweet in G10:
[107] melinda,gates [107] bill,melinda [105] parrainé,par [105] dr,robert [105] par,fondation [105] fondation,bill [105] malone,sommes [105] gens,impliqués [105] #wef,gens [105] sommes,wargame Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: