The graph represents a network of 4,588 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 05:05 UTC.
The tweets in the network were tweeted over the 2207-day, 18-hour, 4-minute period from Friday, 17 February 2017 at 06:55 UTC to Monday, 06 March 2023 at 01:00 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 : 4588
Unique Edges : 7330
Edges With Duplicates : 26832
Total Edges : 34162
Number of Edge Types : 9
Retweet : 3735
MentionsInRetweet : 12270
Mentions : 2232
MentionsInReplyTo : 3843
Replies to : 704
Quote : 564
Tweet : 111
MentionsInQuoteReply : 181
MentionsInQuote : 10522
Self-Loops : 486
Reciprocated Vertex Pair Ratio : 0.00535340861564199
Reciprocated Edge Ratio : 0.0106498044762459
Connected Components : 45
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 4474
Maximum Edges in a Connected Component : 33970
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.797736
Graph Density : 0.000571105293778768
Modularity : 0.277746
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,588 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 05:05 UTC.
The tweets in the network were tweeted over the 2207-day, 18-hour, 4-minute period from Friday, 17 February 2017 at 06:55 UTC to Monday, 06 March 2023 at 01:00 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:
[2287] billgates,gatesfoundation [1858] crimes,book [1858] gatesfoundation,elucidate [1858] looking,good [1858] elucidate,role [1858] good,billgates [1858] role,crimes [1857] p_mcculloughmd,looking [973] darrenwelchfcdo,usaidethiopia [973] fcdogovuk,andrewmitchmp Top Word Pairs in Tweet in G1:
[2217] billgates,gatesfoundation [1840] role,crimes [1840] elucidate,role [1840] crimes,book [1840] good,billgates [1840] looking,good [1840] gatesfoundation,elucidate [1839] p_mcculloughmd,looking [314] p_mcculloughmd,billgates [102] mdbreathe,p_mcculloughmd Top Word Pairs in Tweet in G2:
[973] jamescleverly,darrenwelchfcdo [973] andrewmitchmp,jamescleverly [973] darrenwelchfcdo,usaidethiopia [973] usaidethiopia,wfpchief [973] fcdogovuk,andrewmitchmp [972] #humanitarianassistancetoamhara,fcdogovuk [621] wfpchief,wfp [485] nobelwomen,gatesfoundation [485] wfp_africa,powerusaid [485] un_nutrition,nobelwomen Top Word Pairs in Tweet in G3:
[242] excess,mortality [242] answer,question [242] mortality,solely [242] question,devisridhar [242] solely,due [242] devisridhar,reason [242] reason,excess [242] due,measures [241] goddeketal,answer [52] devisridhar,gatesfoundation Top Word Pairs in Tweet in G4:
[123] bill,gates [122] connection,trudeau [122] cartel,canada [122] rosenberg,truth [122] trudeau,liberals [122] canada,bill [122] liberals,morris [122] gates,connection [122] morris,rosenberg [122] vaccine,cartel Top Word Pairs in Tweet in G5:
[9] jeffbezos,mackenziescott [8] charitable,projects [8] projects,amazon [8] amazon,wholefoods [8] good,charitable [8] civic,social [8] social,good [8] count,civic [8] wholefoods,jeffbezos [7] billgates,gatesfoundation Top Word Pairs in Tweet in G6:
[74] retweet,agree [74] please,retweet [40] protracted,crises [40] children,ve [40] access,#mentalhealth [40] crises,access [40] ensure,children [40] endured,displacement [40] displacement,protracted [40] ve,endured Top Word Pairs in Tweet in G7:
[2] worstall,mashable [2] gitagopinath,ceylap_imf [2] kannadaprabha,bsbommai [2] kgeorgieva,gitagopinath [2] chairmanbwssb,hdfc_bank [2] ceylap_imf,imfspokesperson [2] davidmalpasswbg,hdfcbank_cares [2] imfspokesperson,imfcapdev [2] lolita_tnie,xpressbengaluru [2] mikebloomberg,steveforbesceo Top Word Pairs in Tweet in G8:
[4] elysee,emmanuelmacron [2] vermontgmg,newyorker [2] juldehjalloh_vp,presidentbio [2] kentuckywbb,oregonguard [2] sissoko_oumar,barrowpresident [2] moussasissoko,sissokomomo [2] hccanmozambique,angolafoot [2] tentfalatsi,robinahnabbanja [2] angolafoot,jlprdeangola [2] robinahnabbanja,jessica_alupo Top Word Pairs in Tweet in G9:
[65] obstruction,critical [65] risk,lives [65] randahabib,govt's [65] posing,severe [65] aid,#tigray [65] govt's,obstruction [65] severe,risk [65] critical,humanitarian [65] humanitarian,aid [65] #tigray,posing Top Word Pairs in Tweet in G10:
[9] released,coronavirus [9] minnesota,cidrap [9] february,university [9] university,minnesota [9] cidrap,released [9] late,february [9] vaccines,roadmap [9] rockefellerfdn,gatesfoundation [9] roadmap,document [9] coronavirus,vaccines Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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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:
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Top Mentioned in G7:
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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 G9:
Top Tweeters in G10: