The graph represents a network of 8,384 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, 05 December 2022 at 04:20 UTC.
The requested start date was Monday, 05 December 2022 at 01:01 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 10-day, 15-hour, 44-minute period from Wednesday, 23 November 2022 at 18:54 UTC to Sunday, 04 December 2022 at 10:39 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 : 8384
Unique Edges : 2876
Edges With Duplicates : 12850
Total Edges : 15726
Number of Edge Types : 5
Replies to : 774
Retweet : 6105
MentionsInRetweet : 6940
Tweet : 708
Mentions : 1199
Self-Loops : 767
Reciprocated Vertex Pair Ratio : 0.00449172576832151
Reciprocated Edge Ratio : 0.00894328077194634
Connected Components : 899
Single-Vertex Connected Components : 328
Maximum Vertices in a Connected Component : 5205
Maximum Edges in a Connected Component : 11038
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.074633
Graph Density : 0.00012091104953409
Modularity : 0.512857
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,384 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, 05 December 2022 at 04:20 UTC.
The requested start date was Monday, 05 December 2022 at 01:01 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 10-day, 15-hour, 44-minute period from Wednesday, 23 November 2022 at 18:54 UTC to Sunday, 04 December 2022 at 10:39 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:
[5819] melinda,gates [5356] bill,melinda [3288] bill,gates [2857] corporate,media [2856] pass,corporate [2856] gates,enjoyed [2856] free,pass [2856] something,free [2856] enjoyed,something [2856] media,considering Top Word Pairs in Tweet in G1:
[2780] melinda,gates [2775] bill,melinda [2767] bill,gates [2766] something,free [2766] pass,corporate [2766] considering,bill [2766] gates,enjoyed [2766] media,considering [2766] enjoyed,something [2766] corporate,media Top Word Pairs in Tweet in G2:
[436] melinda,gates [434] bill,melinda [412] gates,foundation [366] event,201 [366] economic,forum [366] exercise,hosted [366] pre,pandemic [366] 201,hypothetical [366] foundation,world [366] world,economic Top Word Pairs in Tweet in G3:
[297] melinda,gates [236] bill,melinda [153] gates,foundation [87] bill,gates [29] warren,buffett [28] gates,melinda [25] berkshire,hathaway [24] include,bill [23] donated,more [23] 750,million Top Word Pairs in Tweet in G4:
[103] inspired,people [103] whatever,ways [103] people,walks [103] #givingtuesday,inspired [103] life,give [103] back,whatever [103] walks,life [103] decade,#givingtuesday [103] give,back [103] past,decade Top Word Pairs in Tweet in G5:
[274] pedophiles,look [274] look,towards [274] community,wanna [274] wanna,root [274] problem,trans [274] root,pedophiles [274] trans,community [274] pedophilia,problem [273] revdefeat,pedophilia [4] bill,melinda Top Word Pairs in Tweet in G6:
[239] melinda,gates [230] became,official [230] soon,epstein [230] left,bill [230] coincidence,27 [230] gates,left [230] 27,yrs [230] bill,soon [230] yrs,marriage [230] marriage,melinda Top Word Pairs in Tweet in G7:
[173] bill,melinda [173] melinda,gates [166] gates,vakfı [139] nüfus,kontrol [124] '',nüfus [124] yeni,ismi [124] dediklerini,neden [124] ağır,sorusu [124] kontrol,vakfı''nın [124] vakfı''nın,yeni Top Word Pairs in Tweet in G8:
[145] coq,annonce [145] monde,gt [145] comme,coq [145] fondations,autre [145] annonce,qu [145] millard,euros [145] donner,millard [145] euros,fondations [145] qu,donner [145] fier,comme Top Word Pairs in Tweet in G9:
[70] melinda,gates [70] bill,melinda [53] gates,stiftung [38] bill,gates [30] stiftung,erkauft [30] wohlwollende,berichterstattung [29] gates,gilt [29] berichterstattung,bill [29] erkauft,wohlwollende [29] gilt,einflussreichsten Top Word Pairs in Tweet in G10:
[76] melinda,gates [73] bill,melinda [64] gates,foundation [40] state,publication [40] articles,uk [40] next,year [40] editing,articles [40] biosecurity,state [40] publication,two [40] two,volumes Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
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: