The graph represents a network of 7,027 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 05:07 UTC.
The tweets in the network were tweeted over the 4778-day, 6-hour, 44-minute period from Wednesday, 09 December 2009 at 18:15 UTC to Monday, 09 January 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 : 7027
Unique Edges : 10949
Edges With Duplicates : 20448
Total Edges : 31397
Number of Edge Types : 9
Replies to : 2729
MentionsInReplyTo : 14718
MentionsInRetweet : 6851
Retweet : 2301
MentionsInQuote : 1385
MentionsInQuoteReply : 406
Quote : 264
Mentions : 2272
Tweet : 471
Self-Loops : 1287
Reciprocated Vertex Pair Ratio : 0.0110497237569061
Reciprocated Edge Ratio : 0.0218579234972678
Connected Components : 162
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 6571
Maximum Edges in a Connected Component : 30464
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.575738
Graph Density : 0.000337298479197659
Modularity : 0.409957
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,027 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 05:07 UTC.
The tweets in the network were tweeted over the 4778-day, 6-hour, 44-minute period from Wednesday, 09 December 2009 at 18:15 UTC to Monday, 09 January 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:
[990] billgates,gaviseth [989] gaviseth,gatesfoundation [812] cepivaccines,africacdc [755] aspenpharma,billgates [755] adarpoonawalla,aspenpharma [490] gatesfoundation,cepivaccines [438] gatesfoundation,billgates [347] gatesfoundation,gavi [331] gavi,cepivaccines [328] vaccines,africa Top Word Pairs in Tweet in G1:
[87] billgates,gatesfoundation [46] melindagates,gatesfoundation [44] bill,gates [37] billgates,melindagates [34] gatesfoundation,melindagates [23] draseemmalhotra,narendramodi [19] gates,foundation [17] dr,malhotra [16] yesimfearless,draseemmalhotra [16] honor,meet Top Word Pairs in Tweet in G2:
[990] billgates,gaviseth [989] gaviseth,gatesfoundation [812] cepivaccines,africacdc [755] adarpoonawalla,aspenpharma [755] aspenpharma,billgates [482] gatesfoundation,cepivaccines [340] gatesfoundation,gavi [331] gavi,cepivaccines [325] vaccines,africa [315] making,vaccines Top Word Pairs in Tweet in G3:
[367] gatesfoundation,billgates [79] bill,gates [39] mharimenon,gatesfoundation [37] gates,foundation [34] gatesfoundation,melindagates [32] educational,welfare [32] initiative,social [32] social,educational [32] welfare,mharimenon [31] toukirsocialist,initiative Top Word Pairs in Tweet in G4:
[31] gatesfoundation,bmgfindia [26] brajeshpathakup,myogioffice [26] myogiadityanath,brajeshpathakup [24] melindagates,myogiadityanath [24] upgovt,gatesfoundation [24] myogioffice,upgovt [15] potential,read [15] learn,fulfill [15] children,learn [15] call,action Top Word Pairs in Tweet in G5:
[37] angelakinsey,melorahardin [37] stevecarell,jennafischer [37] jennafischer,johnkrasinski [37] rainnwilson,stevecarell [37] johnkrasinski,angelakinsey [37] bjnovak,rainnwilson [37] mindykaling,bjnovak [34] pulte,notbatmanyet [34] anthonyrhino,bonhanson79 [34] steviestacks84,pulte Top Word Pairs in Tweet in G6:
[71] such,being [71] interest,such [71] media,substantial [71] number,#4 [71] experts,presented [71] conflicts,interest [71] presented,media [71] substantial,conflicts [71] being,funded [71] #4,experts Top Word Pairs in Tweet in G7:
[10] support,survive [10] please,support [8] assalam,alaikum [8] source,income [8] gatesfoundation,billgates [7] pakistan,widow [7] two,orphan [7] orphan,daughters [6] billgates,gatesfoundation [6] need,donation Top Word Pairs in Tweet in G8:
[112] bill,melinda [87] melinda,gates [87] gates,foundation [80] 200,million [80] 2003,bill [80] million,grant [79] national,institutes [78] grant,national [78] foundation,gave [78] gave,200 Top Word Pairs in Tweet in G9:
[9] niaidnews,wellcometrust [9] nih,niaidnews [9] bmbf_bund,gatesfoundation [9] bostonuresearch,barda [9] wellcometrust,wellcome_amr [9] bu_law,bu_tweets [9] asprgov,nih [9] wellcome_amr,bmbf_bund [9] barda,asprgov [9] bu_tweets,bostonuresearch Top Word Pairs in Tweet in G10:
[7] last,year [5] josephmwakaug,2023 [5] subsequent,years [5] clinical,practice [5] regional,vaccines [5] revamping,regional [5] year,clinical [5] vaccines,space [5] 2023,last [5] practice,subsequent Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: