The graph represents a network of 7,830 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, 19 December 2022 at 04:19 UTC.
The requested start date was Monday, 19 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 4-day, 16-hour, 29-minute period from Tuesday, 13 December 2022 at 18:10 UTC to Sunday, 18 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 : 7830
Unique Edges : 2610
Edges With Duplicates : 13403
Total Edges : 16013
Number of Edge Types : 5
Retweet : 6520
MentionsInRetweet : 7640
Mentions : 801
Replies to : 580
Tweet : 472
Self-Loops : 502
Reciprocated Vertex Pair Ratio : 0.00367731555964146
Reciprocated Edge Ratio : 0.00732768490954889
Connected Components : 559
Single-Vertex Connected Components : 208
Maximum Vertices in a Connected Component : 5847
Maximum Edges in a Connected Component : 12559
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.939347
Graph Density : 0.000142477121524959
Modularity : 0.518435
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,830 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, 19 December 2022 at 04:19 UTC.
The requested start date was Monday, 19 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 4-day, 16-hour, 29-minute period from Tuesday, 13 December 2022 at 18:10 UTC to Sunday, 18 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:
[3975] melinda,gates [3712] bill,melinda [2845] bill,gates [2788] gates,foundation [1734] over,300 [1733] jamesmelville,bill [1731] foundation,given [1730] easy,ride [1730] ride,media [1730] media,bill Top Word Pairs in Tweet in G1:
[1609] bill,melinda [1608] melinda,gates [1605] gates,foundation [1591] over,300 [1591] jamesmelville,bill [1589] bill,gates [1588] something,easy [1588] ride,media [1588] media,bill [1588] given,over Top Word Pairs in Tweet in G2:
[879] mhra,regulates [879] regulates,medicine [879] medicine,uk [879] agency,mhra [879] products,regulatory [879] medicines,healthcare [879] regulatory,agency [879] healthcare,products [879] uk,funded [879] uk,medicines Top Word Pairs in Tweet in G3:
[703] bill,gates [690] polio,eradication [688] flood,hit [688] call,last [688] phone,call [688] gates,discussed [688] discussed,polio [688] eradication,challenges [688] last,night [688] areas,government Top Word Pairs in Tweet in G4:
[560] verlässt,bewertung [560] bewertung,#übersterblichkeit [560] #who,die [560] #übersterblichkeit,die [560] die,finanziell [560] infos,#who [560] #spiegel,verlässt [560] die,infos [559] wolff_ernst,#spiegel [139] gefährlicheren,pandemie Top Word Pairs in Tweet in G5:
[387] fundação,bill [386] bill,melinda [386] johns,hopkins [386] melinda,gates [386] instituto,johns [383] outra,pandemia [383] gates,oms [383] hopkins,simularam [383] simularam,outra [383] pandemia,novo Top Word Pairs in Tweet in G6:
[87] melinda,gates [86] bill,melinda [59] gates,foundation [18] die,weer [18] foundation,ook [18] ook,gesponsord [18] erasmus,mc [18] gesponsord,door [18] wordt,ook [18] weer,terugkomt Top Word Pairs in Tweet in G7:
[189] melinda,gates [153] bill,melinda [87] gates,foundation [49] johns,hopkins [42] bill,gates [25] health,security [22] center,health [22] hopkins,center [22] catastrophic,contagion [12] event,201 Top Word Pairs in Tweet in G8:
[120] bill,gates [117] award,narendramodi [117] world,country [117] slaps,goatkeeper [117] gates,slaps [117] 3rd,world [117] goatkeeper,award [117] #fridayfreaks,know [117] country,bill [117] know,india Top Word Pairs in Tweet in G9:
[149] lagarde,kamala [149] christine,lagarde [149] harris,mary [149] mary,barra [149] women,2022 [149] 2022,ursula [149] kamala,harris [149] powerful,women [149] world,powerful [149] ursula,leyen Top Word Pairs in Tweet in G10:
[120] bill,melinda [119] melinda,gates [102] gates,foundation [34] clinton,foundation [28] foundation,bill [18] lindyli,bill [18] bill,gates [12] foundation,clinton [11] douglaskarr,parismarx [10] foundation,bloomberg 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: