The graph represents a network of 8,348 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, 04 October 2021 at 02:55 UTC.
The requested start date was Monday, 04 October 2021 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 10-day, 12-hour, 7-minute period from Wednesday, 22 September 2021 at 22:00 UTC to Sunday, 03 October 2021 at 10:07 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 : 8348
Unique Edges : 3477
Edges With Duplicates : 12541
Total Edges : 16018
Number of Edge Types : 5
Retweet : 5807
MentionsInRetweet : 6814
Mentions : 1677
Replies to : 694
Tweet : 1026
Self-Loops : 1175
Reciprocated Vertex Pair Ratio : 0.00575725531664904
Reciprocated Edge Ratio : 0.0114485981308411
Connected Components : 1069
Single-Vertex Connected Components : 440
Maximum Vertices in a Connected Component : 4761
Maximum Edges in a Connected Component : 10622
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.286152
Graph Density : 0.000122845969122379
Modularity : 0.532795
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,348 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, 04 October 2021 at 02:55 UTC.
The requested start date was Monday, 04 October 2021 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 10-day, 12-hour, 7-minute period from Wednesday, 22 September 2021 at 22:00 UTC to Sunday, 03 October 2021 at 10:07 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:
[3168] melinda,gates [2564] bill,melinda [1729] event,201 [1536] 201,pandemic [1497] avril,haines [1496] haines,director [1494] national,intelligence [1494] key,player [1494] player,event [1491] intelligence,biden Top Word Pairs in Tweet in G1:
[1602] event,201 [1452] 201,pandemic [1422] avril,haines [1422] haines,director [1422] intelligence,biden [1422] key,player [1422] player,event [1421] director,national [1421] national,intelligence [1421] biden,administration Top Word Pairs in Tweet in G2:
[372] melinda,gates [250] bill,melinda [158] gates,foundation [72] bill,gates [41] melinda,french [40] french,gates [35] gates,melinda [20] paid,leave [17] little,spark [17] spark,meet Top Word Pairs in Tweet in G3:
[110] paid,leave [103] national,paid [82] economy,powered [77] powered,caregivers [77] caregivers,time [77] time,national [77] wrote,time [76] melindagates,economy [76] caregiving,system [76] system,broken Top Word Pairs in Tweet in G4:
[172] gates,great [172] great,master [172] master,precious [172] precious,unique [155] melinda,french [140] bill,gates [136] waiting,answer [127] french,gates [120] mr,bill [116] dear,ms Top Word Pairs in Tweet in G5:
[228] melinda,gates [221] gates,divorcing [221] divorcing,billgates [220] sushanth_ganiga,melinda [6] gates,foundation [3] evenings,noise [3] noise,whether [3] whether,gates [3] foundation,same [3] same,bill Top Word Pairs in Tweet in G6:
[109] fragt,alles [109] alles,möglich [109] möglich,dahinter [109] dahinter,steckt [109] steckt,schlüsselperson [109] schlüsselperson,strippenzieher [108] svenbuchholz4,fragt [108] strippenzieher,ar [61] gates,stiftung [44] bill,melinda Top Word Pairs in Tweet in G7:
[235] bill,melinda [126] please,watch [125] article,description [125] description,below [125] below,video [125] video,please [125] watch,minutes [125] minutes,remember [125] remember,bill [125] melinda,gates's Top Word Pairs in Tweet in G8:
[109] corte,penal [109] penal,internacional [99] bill,melinda [99] melinda,gates [94] fundación,bill [88] denuncia,corte [88] internacional,1º [88] 1º,enviada [88] enviada,denuncia [88] denuncia,fiscalía Top Word Pairs in Tweet in G9:
[209] geopolitica,vacunas [209] vacunas,demorar [209] demorar,aprobación [209] aprobación,sputnik [209] sputnik,oms [209] oms,mirá [209] mirá,quien [209] quien,financia [209] financia,oms [208] oscaratienza,geopolitica Top Word Pairs in Tweet in G10:
[184] question,whether [184] whether,workers [184] workers,need [184] need,time [184] time,away [184] away,work [184] work,whether [184] whether,year [184] year,congress [184] congress,ensure Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: