The graph represents a network of 7,737 Twitter users whose tweets in the requested range contained "melinda gates", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 July 2022 at 03:21 UTC.
The requested start date was Monday, 11 July 2022 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 4-day, 13-hour, 51-minute period from Tuesday, 05 July 2022 at 20:45 UTC to Sunday, 10 July 2022 at 10:36 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 : 7737
Unique Edges : 1409
Edges With Duplicates : 13946
Total Edges : 15355
Number of Edge Types : 5
Retweet : 6856
MentionsInRetweet : 7225
Replies to : 376
Mentions : 579
Tweet : 319
Self-Loops : 339
Reciprocated Vertex Pair Ratio : 0.00162805259862242
Reciprocated Edge Ratio : 0.00325081270317579
Connected Components : 421
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 5624
Maximum Edges in a Connected Component : 11879
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.462572
Graph Density : 0.000133626422625189
Modularity : 0.485846
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,737 Twitter users whose tweets in the requested range contained "melinda gates", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 July 2022 at 03:21 UTC.
The requested start date was Monday, 11 July 2022 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 4-day, 13-hour, 51-minute period from Tuesday, 05 July 2022 at 20:45 UTC to Sunday, 10 July 2022 at 10:36 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 : 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:
[4991] melinda,gates [4344] bill,melinda [2255] fondation,bill [1449] gates,wimbledon [1448] red_pill_monkey,melinda [1448] wimbledon,today [1442] today,seriously [1442] seriously,needs [1442] needs,words [1442] words,trying Top Word Pairs in Tweet in G1:
[1417] melinda,gates [1382] red_pill_monkey,melinda [1377] gates,wimbledon [1377] wimbledon,today [1377] today,seriously [1377] seriously,needs [1377] needs,words [1377] words,trying [1377] trying,hide [1377] hide,anymore Top Word Pairs in Tweet in G2:
[1081] fondation,bill [1081] bill,melinda [1077] melinda,gates [1067] journal,monde [1067] millions,dollars [1067] dollars,part [1067] part,fondation [1067] gates,marc [1067] marc,daoud [1066] gilleswell,journal Top Word Pairs in Tweet in G3:
[1137] bill,melinda [1054] fondation,bill [935] petit,rappel [935] devienne,fondation [935] melinda,bill [925] avant,qu'il [925] qu'il,devienne [923] rappel,gens [913] nom,d'origine [913] d'origine,avant Top Word Pairs in Tweet in G4:
[827] interested,credentials [827] credentials,stand [827] stand,public [827] public,platform [827] platform,unequivocally [827] unequivocally,condemn [827] condemn,world [826] bobscartoons,interested [826] world,econom [46] melinda,gates Top Word Pairs in Tweet in G5:
[1298] peter,obi [653] best,performing [652] performing,governor [651] bill,melinda [651] melinda,gates [650] award,best [648] gates,award [647] obi,used [647] used,bill [647] governor,build Top Word Pairs in Tweet in G6:
[423] bill,melinda [422] mã,dicos [422] dicos,kenia [422] kenia,acusado [422] acusado,unicef [422] unicef,organizaciã [422] organizaciã,mundial [422] mundial,salud [422] salud,fundaciã [422] fundaciã,bill Top Word Pairs in Tweet in G7:
[152] bill,gates [101] melinda,gates [94] bill,melinda [87] gates,cared [87] cared,public [87] public,health [87] health,killing [87] killing,children [87] children,africa [87] africa,vaccine Top Word Pairs in Tweet in G8:
[131] melinda,gates [80] bill,melinda [49] gates,foundation [17] bill,gates [7] gates,melinda [7] world,bank [6] kevin,kline [5] gates,institute [4] institute,population [4] digital,id Top Word Pairs in Tweet in G9:
[139] bill,melinda [119] melinda,gates [117] gates,foundation [115] foundation,ford [115] ford,foundation [93] 24,one [93] one,more [93] more,interesting [93] interesting,fact [93] fact,bill Top Word Pairs in Tweet in G10:
[87] bill,gates [68] melinda,gates [62] ties,between [62] between,bill [62] gates,jeffrey [62] jeffrey,epstein [62] epstein,cited [62] cited,cause [62] cause,divorce [62] divorce,melinda 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: