The graph represents a network of 8,041 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 July 2022 at 03:21 UTC.
The requested start date was Monday, 04 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 6-day, 21-hour, 33-minute period from Sunday, 26 June 2022 at 12:20 UTC to Sunday, 03 July 2022 at 09:54 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 : 8041
Unique Edges : 2293
Edges With Duplicates : 13248
Total Edges : 15541
Number of Edge Types : 5
Retweet : 6446
MentionsInRetweet : 7064
Replies to : 556
Tweet : 567
Mentions : 908
Self-Loops : 598
Reciprocated Vertex Pair Ratio : 0.00425531914893617
Reciprocated Edge Ratio : 0.00847457627118644
Connected Components : 708
Single-Vertex Connected Components : 246
Maximum Vertices in a Connected Component : 4901
Maximum Edges in a Connected Component : 10465
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.38063
Graph Density : 0.000127765599313469
Modularity : 0.522578
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,041 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 July 2022 at 03:21 UTC.
The requested start date was Monday, 04 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 6-day, 21-hour, 33-minute period from Sunday, 26 June 2022 at 12:20 UTC to Sunday, 03 July 2022 at 09:54 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:
[3989] melinda,gates [3555] bill,melinda [1945] gates,foundation [1336] bill,gates [1173] peter,obi [969] future,framework [948] framework,coming [905] world,health [901] coming,world [901] health,organization Top Word Pairs in Tweet in G1:
[839] bill,melinda [839] melinda,gates [834] gates,foundation [828] yep,future [828] future,framework [828] framework,coming [828] coming,world [828] world,health [828] health,organization [828] organization,bill Top Word Pairs in Tweet in G2:
[643] aşı,olmayan [643] olmayan,ve [643] ve,zorla [643] zorla,aşı [643] aşı,yapılmaya [643] yapılmaya,direnenlere [643] direnenlere,karşı [643] karşı,aşı [643] aşı,karşıtlığı [643] karşıtlığı,terörizmden Top Word Pairs in Tweet in G3:
[783] bill,gates [781] 27,years [781] years,marriage [781] marriage,bill [781] gates,melinda [781] melinda,suddenly [781] suddenly,disturbed [781] disturbed,epstein [780] liz_churchill_,27 [41] melinda,gates Top Word Pairs in Tweet in G4:
[1064] peter,obi [584] bill,melinda [584] melinda,gates [537] best,governor [535] governor,nigeria [533] go,verify [532] verify,bill [532] gates,awarded [532] awarded,peter [532] obi,best Top Word Pairs in Tweet in G5:
[483] vanguard,black [483] black,rock [483] rock,principaux [483] principaux,actionnaires [483] actionnaires,ce [483] ce,monopole [483] monopole,sont [483] sont,familles [483] familles,rothchild [483] rothchild,pont Top Word Pairs in Tweet in G6:
[438] fundación,bill [407] suministran,gente [407] gente,vacuna [407] vacuna,oral [407] oral,contra [407] contra,polio [407] polio,volver [407] volver,polio [407] polio,luego [407] luego,fundación Top Word Pairs in Tweet in G7:
[239] melinda,gates [180] bill,melinda [97] gates,foundation [45] bill,gates [22] fundación,bill [11] melinda,french [11] french,gates [11] future,framework [10] population,control [10] foundation,biggest Top Word Pairs in Tweet in G8:
[248] bill,melinda [248] melinda,gates [222] gates,foundation [189] sales,pitch [189] pitch,whole [189] whole,host [189] host,mrna [189] mrna,vaccines [189] vaccines,brought [189] brought,bill Top Word Pairs in Tweet in G9:
[145] labor,appointed [145] appointed,former [145] former,offical [145] offical,person [145] person,heads [145] heads,cepi [145] cepi,organisation [145] organisation,set [132] set,none [131] lisatrumpstr,labor Top Word Pairs in Tweet in G10:
[58] melinda,gates [48] bill,melinda [41] gates,foundation [18] funding,bill [18] foundation,implementing [18] implementing,project [18] project,support [18] support,drug [18] drug,discovery [18] discovery,hub 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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