The graph represents a network of 2,350 Twitter users whose tweets in the requested range contained "melinda gates", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 August 2019 at 10:12 UTC.
The requested start date was Monday, 12 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 40-minute period from Monday, 29 July 2019 at 00:10 UTC to Sunday, 11 August 2019 at 23:50 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 : 2350
Unique Edges : 2576
Edges With Duplicates : 437
Total Edges : 3013
Number of Edge Types : 3
Mentions : 2079
Tweet : 634
Replies to : 300
Self-Loops : 634
Reciprocated Vertex Pair Ratio : 0.0114731528223956
Reciprocated Edge Ratio : 0.0226860254083485
Connected Components : 683
Single-Vertex Connected Components : 407
Maximum Vertices in a Connected Component : 496
Maximum Edges in a Connected Component : 948
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.188715
Graph Density : 0.00039926451273969
Modularity : 0.768045
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1227] melinda,gates [685] bill,melinda [457] gates,foundation [116] bill,gates [88] 208,years [80] 1,billion [79] pakistani,swindler [79] swindler,arif [79] arif,naqvi [79] naqvi,abraaj Top Word Pairs in Tweet in G1:
[402] melinda,gates [169] bill,melinda [118] gates,foundation [32] bill,gates [27] moment,lift [22] 208,years [19] gender,equality [15] lift,melinda [14] voice,definition [14] definition,strong Top Word Pairs in Tweet in G2:
[49] melinda,gates [37] loved,chatting [37] chatting,jennabushhager [37] jennabushhager,one [37] one,favorite [37] books,talked [37] talked,books [37] books,changed [36] melindagates,nlyonne [36] melindagates,loved Top Word Pairs in Tweet in G3:
[78] melinda,gates [39] bill,melinda [30] gates,foundation [21] god,sun [16] miss,melinda [14] energy,africa [9] grandma,melinda [8] grandfa,billgates [7] palms,84 [7] 84,11 Top Word Pairs in Tweet in G4:
[79] pakistani,swindler [79] swindler,arif [79] arif,naqvi [79] naqvi,abraaj [79] abraaj,investment [79] investment,defrauds [79] defrauds,investors [79] investors,over [79] over,1 [79] 1,billion Top Word Pairs in Tweet in G5:
[78] kiambu,county [78] county,here [78] here,new [78] new,governor [78] governor,dr [78] dr,james [78] james,nyoro [78] nyoro,distinguished [78] distinguished,agricultural [78] agricultural,economist Top Word Pairs in Tweet in G6:
[7] melinda,gates [4] ðÿ,ðÿ [3] bill,melinda [2] theview,ðÿ [2] ðÿ,love [2] love,gets [2] gets,schooled [2] schooled,people [2] people,smarter [2] smarter,favorite Top Word Pairs in Tweet in G7:
[33] melinda,gates [31] bill,melinda [29] gates,unfair [29] unfair,much [29] much,wealth [29] wealth,cnbcmakeit [28] cnbc,bill [18] meet,11 [18] 11,year [18] year,old Top Word Pairs in Tweet in G8:
[9] paulacblades001,celtgunn [9] celtgunn,devine_freedom [9] devine_freedom,1howiedubz [9] 1howiedubz,lavenderlives [9] lavenderlives,federalistno78 [9] federalistno78,jaimec729 [9] jaimec729,vintagesquirrel [8] thomasfines,paulacblades001 [7] vintagesquirrel,anjilloâ Top Word Pairs in Tweet in G10:
[2] chrisjohnsonmd,tonybaduy [2] ghoppe,sheldon_walker_ [2] sheldon_walker_,wendyorent [2] wendyorent,dyfrigh [2] dyfrigh,exvaxxxer [2] exvaxxxer,mummin8r [2] mummin8r,janeeopie [2] janeeopie,tiochango_ [2] tiochango_,theliberatorasm [2] theliberatorasm,mcfunny 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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