The graph represents a network of 5,613 Twitter users whose recent tweets contained "gatesfoundation", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 05:05 UTC.
The tweets in the network were tweeted over the 3212-day, 19-hour, 13-minute period from Monday, 31 March 2014 at 05:27 UTC to Monday, 16 January 2023 at 00:41 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5613
Unique Edges : 13162
Edges With Duplicates : 20238
Total Edges : 33400
Number of Edge Types : 9
Replies to : 2150
MentionsInReplyTo : 12732
MentionsInRetweet : 12723
Retweet : 2754
Mentions : 1609
Quote : 185
MentionsInQuoteReply : 269
Tweet : 280
MentionsInQuote : 698
Self-Loops : 736
Reciprocated Vertex Pair Ratio : 0.00793942899206057
Reciprocated Edge Ratio : 0.0157537819509651
Connected Components : 105
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 5277
Maximum Edges in a Connected Component : 32678
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.174837
Graph Density : 0.000608568414708803
Modularity : 0.455256
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,613 Twitter users whose recent tweets contained "gatesfoundation", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 05:05 UTC.
The tweets in the network were tweeted over the 3212-day, 19-hour, 13-minute period from Monday, 31 March 2014 at 05:27 UTC to Monday, 16 January 2023 at 00:41 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[860] remnantmd,roche [860] eurosurveillanc,marionkoopmans [860] c_drosten,eurosurveillanc [860] marionkoopmans,remnantmd [841] goddeketal,c_drosten [785] roche,drjbhattacharya [782] drjbhattacharya,gatesfoundation [563] gaviseth,gatesfoundation [562] billgates,gaviseth [330] gatesfoundation,spasskultur Top Word Pairs in Tweet in G1:
[559] gaviseth,gatesfoundation [558] billgates,gaviseth [321] adarpoonawalla,billgates [308] gatesfoundation,africacdc [270] gatesfoundation,billgates [230] adarpoonawalla,aspenpharma [230] aspenpharma,billgates [199] vaccines,africa [189] making,vaccines [187] commitment,making Top Word Pairs in Tweet in G2:
[27] billgates,gatesfoundation [22] cnnpolitics,mtgreenee [22] aprildryan,maxfostercnn [22] mtgreenee,krmaher [22] maxfostercnn,cnnpolitics [20] krmaher,timnitgebru [20] timnitgebru,jeffdean [18] bill,gates [17] eurosurveillanc,marionkoopmans [17] c_drosten,eurosurveillanc Top Word Pairs in Tweet in G3:
[821] eurosurveillanc,marionkoopmans [821] c_drosten,eurosurveillanc [821] remnantmd,roche [821] marionkoopmans,remnantmd [803] goddeketal,c_drosten [748] roche,drjbhattacharya [745] drjbhattacharya,gatesfoundation [319] gatesfoundation,spasskultur [253] spasskultur,naomirwo [242] piles,corpses Top Word Pairs in Tweet in G4:
[190] theirworld,legofoundation [190] bmz_bund,norwaymfa [190] swissdevcoop,bmz_bund [190] legofoundation,swissdevcoop [188] norwaymfa,fcdoeducation [186] fcdoeducation,usaideducation [179] transformingedu,educommission [179] icelanddevcoop,irish_aid [179] usaideducation,transformingedu [179] educannotwait,theirworld Top Word Pairs in Tweet in G5:
[79] guardian,draseemmalhotra [67] pfizer,moderna [65] independentsage,marcdweck [65] moderna,sgriffin_lab [63] hicksyalex,guardian [63] draseemmalhotra,p_openshaw [63] p_openshaw,pfizer [63] sgriffin_lab,independentsage [43] marcdweck,add [42] nickdtrt,hicksyalex Top Word Pairs in Tweet in G6:
[117] #maischberger,#hirschhausen [117] #hirschhausen,gatesfoundation [117] erinnerung,#maischberger [116] mz_storymakers,erinnerung [40] kurz,beginn [40] #lockdown,firma [40] kassiere,gatesfoundation [40] gatesfoundation,knapp [40] #pandemie,#lockdown [40] beginn,#pandemie Top Word Pairs in Tweet in G7:
[86] gatesfoundation,macfound [84] macfound,fordfoundation [84] seunonigbinde,gabsyngreat [80] luminategroup,seunonigbinde [80] fordfoundation,luminategroup [80] mbuhari,gatesfoundation [70] gabsyngreat,tvcnewsng [64] tvcnewsng,newscentraltv [64] arisetv,inniey [64] newscentraltv,arisetv Top Word Pairs in Tweet in G8:
[13] aliciakeys,snoopdogg [13] gatesfoundation,billgates [13] snoopdogg,gatesfoundation [13] mosalah,elonmusk [13] gates_mcfadden,iamkevingates [13] aoc,aliciakeys [13] billgates,gates_mcfadden [13] elonmusk,aoc [12] helpkareem11,mosalah [7] kimkardashian,katyperry Top Word Pairs in Tweet in G9:
[62] copernicc,gatesfoundation [60] partners,increase [60] access,poor [60] honored,worked [60] worked,copernicc [60] financial,access [60] poor,#ilp [60] gatesfoundation,partners [60] increase,financial [59] justmoon,honored Top Word Pairs in Tweet in G10:
[4] methods,aerofarms [4] anilagarwal_ved,savitrijindal [4] indoor,hydroponic [4] world's,food [4] न,र [4] rntata2000,anilagarwal_ved [4] farming,methods [4] gatesfoundation,produce [4] use,indoor [4] jmmjharkhand,rajsinhabjp 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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: