The graph represents a network of 8,625 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, 20 December 2021 at 04:36 UTC.
The requested start date was Monday, 20 December 2021 at 01:01 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, 9-hour, 3-minute period from Monday, 06 December 2021 at 13:00 UTC to Sunday, 19 December 2021 at 22:03 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 : 8625
Unique Edges : 11920
Edges With Duplicates : 18943
Total Edges : 30863
Number of Edge Types : 5
Mentions : 13676
Replies to : 1970
MentionsInRetweet : 10424
Retweet : 4549
Tweet : 244
Self-Loops : 372
Reciprocated Vertex Pair Ratio : 0.0174020433367015
Reciprocated Edge Ratio : 0.0342087839329066
Connected Components : 200
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 8067
Maximum Edges in a Connected Component : 30119
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.438533
Graph Density : 0.000243661100803958
Modularity : 0.4523
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,625 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, 20 December 2021 at 04:36 UTC.
The requested start date was Monday, 20 December 2021 at 01:01 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, 9-hour, 3-minute period from Monday, 06 December 2021 at 13:00 UTC to Sunday, 19 December 2021 at 22:03 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:
[1090] herb_650,gatesfoundation [910] ø,ø [873] gatesfoundation,last [871] last,long [871] long,twitter [871] twitter,#joerogan [510] ù,ø [484] ø,ù [370] covid,19 [357] fight,against Top Word Pairs in Tweet in G1:
[1087] herb_650,gatesfoundation [869] gatesfoundation,last [868] last,long [868] long,twitter [868] twitter,#joerogan [97] proud,share [97] share,work [97] work,ve [97] ve,doing [97] doing,gatesfoundation Top Word Pairs in Tweet in G2:
[323] fight,against [320] emergency,use [294] covid,19 [282] against,covid [280] approved,emergency [279] another,milestone [279] milestone,fight [279] 19,covovax [279] covovax,approved [279] use,showing Top Word Pairs in Tweet in G3:
[53] opensociety,gatesfoundation [51] reiner,fuellmich [50] financial,funds [50] funds,opensociety [50] opensociety,direct [50] exclusive,#rockefeller's [50] #rockefeller's,'lock [50] 'lock,step' [50] step',scenario [50] scenario,#gatesfoundation's Top Word Pairs in Tweet in G4:
[199] nacc_kenya,gatesfoundation [80] ianjamesmwai,nacc_kenya [77] #hivpreventionsummit,nacc_kenya [51] melindagates,gatesfoundation [43] covid,19 [40] hiv,aids [37] please,help [34] name,pratyush [34] pratyush,mallick [34] mallick,india Top Word Pairs in Tweet in G5:
[21] nitiaayog,gatesfoundation [20] aimtoinnovate,amitabhk87 [20] amitabhk87,k_satyarthi [20] k_satyarthi,nitiaayog [20] gatesfoundation,drchintan_v [20] drchintan_v,dellfdn [20] dellfdn,giveindia [20] giveindia,eiindia [19] unicefindia,ncwindia [19] ncwindia,bbchindi Top Word Pairs in Tweet in G6:
[11] #itstime,#actforals [9] gatesfoundation,melindagates [8] billgates,gatesfoundation [7] melindagates,gatesfoundation [6] dak,codydavis [5] elonmusk,gatesfoundation [5] harvard,gatesfoundation [4] usatoday,todayshow [4] iamalsorg,#mycausemycleats [4] elonmusk,people Top Word Pairs in Tweet in G7:
[125] cornell,scienceally [123] sarah_evanega,cornell [108] scienceally,gatesfoundation [60] african,farmers [59] stacymalkan,sarah_evanega [57] 200,million [57] 500,faith [57] faith,leaders [57] leaders,185 [57] 185,ngos Top Word Pairs in Tweet in G8:
[35] re,well [35] well,nourished [35] nourished,first [35] first,000 [35] 000,days [35] days,grow [35] grow,taller [35] taller,brain [35] brain,development [35] development,better Top Word Pairs in Tweet in G9:
[56] gates,foundation [37] bill,melinda [37] melinda,gates [35] foundation,invests [35] invests,pfizer [35] pfizer,vaccines [34] alyssamary03,bill [16] ceo,gates [16] foundation,south [16] south,african Top Word Pairs in Tweet in G10:
[905] ø,ø [505] ù,ø [475] ø,ù [224] ø,ùšø [175] ùšø,ø [143] ù,ù [100] ø,ùšù [97] øœ,ø [65] øªø,ø [63] bill,melinda Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: