The graph represents a network of 5,485 Twitter users whose recent tweets contained "melinda gates", 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 04:18 UTC.
The tweets in the network were tweeted over the 1467-day, 14-hour, 47-minute period from Wednesday, 27 February 2019 at 10:12 UTC to Monday, 06 March 2023 at 00:59 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 : 5485
Unique Edges : 1583
Edges With Duplicates : 10198
Total Edges : 11781
Number of Edge Types : 9
Retweet : 4292
MentionsInRetweet : 4889
Tweet : 406
Replies to : 659
MentionsInReplyTo : 1228
Quote : 70
MentionsInQuoteReply : 33
Mentions : 178
MentionsInQuote : 26
Self-Loops : 607
Reciprocated Vertex Pair Ratio : 0.0108315280786536
Reciprocated Edge Ratio : 0.0214309264754369
Connected Components : 441
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 4148
Maximum Edges in a Connected Component : 9256
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.344559
Graph Density : 0.000201663977148739
Modularity : 0.496254
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,485 Twitter users whose recent tweets contained "melinda gates", 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 04:18 UTC.
The tweets in the network were tweeted over the 1467-day, 14-hour, 47-minute period from Wednesday, 27 February 2019 at 10:12 UTC to Monday, 06 March 2023 at 00:59 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 : 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:
[3694] melinda,gates [3436] bill,melinda [2866] gates,foundation [1419] foundation,country [1418] immense,harm [1418] yes,india [1418] well,yes [1418] india,kicked [1418] kicked,bill [1418] country,immense Top Word Pairs in Tweet in G1:
[1356] bill,melinda [1356] melinda,gates [1355] country,immense [1355] foundation,country [1355] gates,foundation [1355] yes,india [1355] kicked,bill [1355] well,yes [1355] india,kicked [1355] immense,harm Top Word Pairs in Tweet in G2:
[643] melinda,gates [643] bill,melinda [640] gates,foundation [512] biontech,mrna [512] 55,000 [512] 000,000 [512] 000,biontech [512] vax,research [512] mrna,vax [512] invested,55 Top Word Pairs in Tweet in G3:
[88] melinda,gates [86] bill,melinda [81] gates,foundation [44] prime,minister [27] controversial,vaccine [26] studies,bill [26] generous,time [26] vaccine,studies [26] narendramodi,generous [26] trip,friday's Top Word Pairs in Tweet in G4:
[21] gates,foundation [21] melinda,gates [21] bill,melinda [16] mission,director [16] appreciated,dr [16] dr,lakshmi [16] ias,mission [16] lakshmi,priya [16] priya,ias [16] gates,co Top Word Pairs in Tweet in G5:
[232] bill,melinda [225] melinda,gates [204] vacunación,experimental [204] programas,vacunación [204] experimental,fundación [204] fundación,bill [203] terra_cremada,programas [15] cerveza,heineken [15] dueños,compártelo [15] recuerda,nunca Top Word Pairs in Tweet in G6:
[222] melinda,gates [222] bill,melinda [222] gates,foundation [203] connection,hundreds [203] wanted,connection [203] foundation,wanted [203] judge,gates [203] founder,bill [203] gates,founder [201] billellmore,judge Top Word Pairs in Tweet in G7:
[173] ucraina,all'italia [173] biolab,vengon [173] vengon,trasferiti [173] biolab,trieste [173] trieste,sono [173] trasferiti,dall' [173] sono,finalizzati [173] armi,batteriologiche [173] batteriologiche,biolab [173] costruire,armi Top Word Pairs in Tweet in G8:
[140] melinda,gates [61] tell,knows [61] podium,tell [61] knows,divorce [61] step,podium [60] bill,melinda [59] won,distance [59] divorce,won [58] needs,step [58] gates,needs Top Word Pairs in Tweet in G9:
[99] giant,consulting [99] clients,pfizer [99] firm,mckinsey [99] consulting,firm [99] revealed,giant [99] mckinsey,clients [99] pfizer,bill [98] bill,melind [98] iluminatibot,revealed [33] melinda,gates Top Word Pairs in Tweet in G10:
[101] melinda,gates [76] bill,melinda [46] gates,foundation [39] bill,gates [8] melinda,welcome [8] gates,wife [8] welcome,grandchild [7] history,month [7] fundación,bill [7] wife,melinda Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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Top Tweeters in G9:
Top Tweeters in G10: