The graph represents a network of 6,686 Twitter users whose tweets in the requested range contained "gatesfoundation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 March 2022 at 03:33 UTC.
The requested start date was Monday, 28 March 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 13-day, 19-hour, 44-minute period from Monday, 14 March 2022 at 01:19 UTC to Sunday, 27 March 2022 at 21:03 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 : 6686
Unique Edges : 11066
Edges With Duplicates : 26443
Total Edges : 37509
Number of Edge Types : 5
Retweet : 3509
MentionsInRetweet : 16839
Mentions : 15388
Replies to : 1641
Tweet : 132
Self-Loops : 270
Reciprocated Vertex Pair Ratio : 0.0199849642901892
Reciprocated Edge Ratio : 0.0391867821386893
Connected Components : 132
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 6303
Maximum Edges in a Connected Component : 36925
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.382076
Graph Density : 0.000364261517440858
Modularity : 0.349715
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,686 Twitter users whose tweets in the requested range contained "gatesfoundation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 March 2022 at 03:33 UTC.
The requested start date was Monday, 28 March 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 13-day, 19-hour, 44-minute period from Monday, 14 March 2022 at 01:19 UTC to Sunday, 27 March 2022 at 21:03 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 : gatesfoundation
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:
[1140] norwaymfa,annebeathe_ [1140] annebeathe_,gatesfoundation [1119] gatesfoundation,gateshealth [1104] gateshealth,melindagates [1090] melindagates,cerrj [1069] cerrj,rockefellerfdn [1006] rockefellerfdn,rajshah [989] waci_tweets,norwaymfa [537] billgates,gatesfoundation [256] rajshah,msdformothers Top Word Pairs in Tweet in G1:
[1140] norwaymfa,annebeathe_ [1140] annebeathe_,gatesfoundation [1119] gatesfoundation,gateshealth [1104] gateshealth,melindagates [1090] melindagates,cerrj [1069] cerrj,rockefellerfdn [1006] rockefellerfdn,rajshah [989] waci_tweets,norwaymfa [256] rajshah,msdformothers [238] #reclaimthegains,#thegffwewant Top Word Pairs in Tweet in G2:
[461] billgates,gatesfoundation [237] gatesfoundation,elonmusk [236] elonmusk,jeffbezos [236] jeffbezos,richardbranson [220] richardbranson,unfortunately [219] unfortunately,many [208] many,four [193] four,legged [180] sigridkaag,billgates [135] legged,companions Top Word Pairs in Tweet in G3:
[45] elonmusk,gatesfoundation [43] gatesfoundation,cdc_ehealth [43] cdc_ehealth,drbiden [43] drbiden,nih [43] nih,nihdirector [43] nihdirector,nytimes [43] nytimes,foxnews [43] foxnews,harvardchansph [43] harvardchansph,_nference [26] drvenkysoundar,elonmusk Top Word Pairs in Tweet in G4:
[23] pdna11,local [23] local,pi [18] ajtmh,supplement [18] along,pdna11 [17] gatesfoundation,unicef [17] pi,prof [17] prof,bouyou [15] thanks,gatesfoundation [15] gavi,cdcgov [14] unicef,gavi Top Word Pairs in Tweet in G5:
[229] gatesfoundation,thecableng [224] budgitng,nassnigeria [201] eienigeria,gatesfoundation [199] nassnigeria,nigeducation [198] seunonigbinde,eienigeria [194] nigeducation,gabsyngreat [193] thecableng,profosinbajo [192] gabsyngreat,seunonigbinde [45] gabsyngreat,eienigeria [30] nassnigeria,seunonigbinde Top Word Pairs in Tweet in G6:
[16] family,dinner [16] dinner,tonight [16] tonight,mom [16] mom,sat [16] sat,room [16] room,alone [16] alone,until [16] until,noticed [16] noticed,smell [16] smell,food Top Word Pairs in Tweet in G7:
[21] resfortnight,sophie_inge [21] sophie_inge,researchfish [21] researchfish,phishresearch [21] phishresearch,seis_matters [21] seis_matters,wellcometrust [19] novonordiskfond,open_phil [19] 90,million [18] open_phil,gatesfoundation [14] today,novonordiskfond [14] gatesfoundation,announced Top Word Pairs in Tweet in G8:
[220] take,steps [220] steps,ensure [220] ensure,#nin [220] #nin,validation [220] validation,simple [220] simple,time [220] time,seamless [220] seamless,know [220] know,customer [220] customer,true Top Word Pairs in Tweet in G9:
[52] clintonfdn,unitaid [50] largest,donor [49] absolutely,false [49] false,largest [49] donor,towards [49] towards,clintonfdn [49] unitaid,more [49] more,tgan [49] tgan,600 [49] 600,million Top Word Pairs in Tweet in G10:
[21] gatesfoundation,macfound [17] myogiadityanath,narendramodi [17] rockefellerfdn,fordfoundation [16] #lifetransformers,#charity [15] #charity,#education [15] #education,#humanity [15] #humanity,#sdgs [14] daderinokun,unesco [14] fordfoundation,gatesfoundation [13] ukinnigeria,unicef Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: