The graph represents a network of 7,816 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, 29 August 2022 at 03:19 UTC.
The requested start date was Monday, 29 August 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 5-day, 15-hour, 5-minute period from Monday, 22 August 2022 at 19:36 UTC to Sunday, 28 August 2022 at 10:42 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 : 7816
Unique Edges : 1771
Edges With Duplicates : 13408
Total Edges : 15179
Number of Edge Types : 5
Tweet : 548
Retweet : 6543
MentionsInRetweet : 6954
Replies to : 471
Mentions : 663
Self-Loops : 596
Reciprocated Vertex Pair Ratio : 0.00268748400307141
Reciprocated Edge Ratio : 0.00536056158264199
Connected Components : 643
Single-Vertex Connected Components : 260
Maximum Vertices in a Connected Component : 5744
Maximum Edges in a Connected Component : 12136
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.317742
Graph Density : 0.000128270110166589
Modularity : 0.490739
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,816 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, 29 August 2022 at 03:19 UTC.
The requested start date was Monday, 29 August 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 5-day, 15-hour, 5-minute period from Monday, 22 August 2022 at 19:36 UTC to Sunday, 28 August 2022 at 10:42 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:
[6729] melinda,gates [4334] bill,melinda [1945] jeffrey,epstein [1915] remember,melinda [1914] gates,argh [1914] argh,husband [1914] husband,involvement [1914] involvement,jeffrey [1914] epstein,much [1908] fivetimesaugust,remember Top Word Pairs in Tweet in G1:
[1831] melinda,gates [1825] remember,melinda [1825] gates,argh [1825] argh,husband [1825] husband,involvement [1825] involvement,jeffrey [1825] jeffrey,epstein [1825] epstein,much [1824] fivetimesaugust,remember [10] ancestry,dot Top Word Pairs in Tweet in G2:
[1335] melinda,gates [1296] bill,melinda [680] jamesmelville,bill [668] bill,gates [664] gates,enjoyed [664] enjoyed,something [664] something,free [664] free,pass [664] pass,corporate [664] corporate,media Top Word Pairs in Tweet in G3:
[504] melinda,gates [488] bill,melinda [347] gates,vakfının [342] #okullardaaşızorlamasınahayır,bakın [342] bakın,pfizere [342] pfizere,milyonlarca [342] milyonlarca,dolar [342] dolar,yatırım [342] yatırım,yapan [342] yapan,bill Top Word Pairs in Tweet in G4:
[796] western,university [454] melinda,gates [445] bill,melinda [415] university,western [399] odessaorlewicz,bill [398] gates,fund [397] fund,western [397] university,over [397] over,barrel [397] barrel,understatement Top Word Pairs in Tweet in G5:
[379] melinda,gates [360] bill,melinda [300] gates,foundation [230] pfizer,bill [205] funded,pfizer [204] #westernu,funded [203] areohesseyeee,#westernu [87] western,university [41] gates,fund [41] fund,western Top Word Pairs in Tweet in G6:
[269] briffault,law [269] law,jacob [269] jacob,aliet [269] aliet,melinda [269] melinda,gates [269] gates,saw [269] saw,more [269] more,purpose [269] purpose,staying [269] staying,bill Top Word Pairs in Tweet in G7:
[224] melinda,gates [171] bill,melinda [95] gates,foundation [38] bill,gates [27] fundación,bill [27] melinda,french [26] french,gates [18] population,control [11] gates,melinda [11] institute,population Top Word Pairs in Tweet in G8:
[141] italia,non [141] non,può [141] può,non [141] non,deve [141] deve,delegare [141] delegare,ente [141] ente,privato [141] privato,politico [141] politico,finanziato [141] finanziato,fondi Top Word Pairs in Tweet in G9:
[169] peter,obi [169] obi,won [169] won,bill [169] bill,melinda [169] melinda,gates [169] gates,award [169] award,immunisation [169] immunisation,given [169] given,personal [169] personal,cash Top Word Pairs in Tweet in G10:
[175] melinda,gates [171] bill,melinda [165] gates,foundation [161] before,called [161] called,bill [161] foundation,called [161] called,something [161] something,share [161] share,far [161] far,wide 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: