The graph represents a network of 3,021 Twitter users whose recent tweets contained "Melinda Gates", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 12 February 2019 at 19:12 UTC.
The tweets in the network were tweeted over the 10-day, 0-hour, 32-minute period from Saturday, 02 February 2019 at 18:33 UTC to Tuesday, 12 February 2019 at 19:06 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 : 3021
Unique Edges : 3356
Edges With Duplicates : 683
Total Edges : 4039
Self-Loops : 1012
Reciprocated Vertex Pair Ratio : 0.00918105031215571
Reciprocated Edge Ratio : 0.0181950509461426
Connected Components : 967
Single-Vertex Connected Components : 694
Maximum Vertices in a Connected Component : 1085
Maximum Edges in a Connected Component : 1921
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.345223
Graph Density : 0.000301202838409281
Modularity : 0.729993
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1775] melinda,gates [1363] bill,melinda [505] gates,foundation [243] annual,letter [216] bill,gates [135] things,surprised [98] 52,week [98] paid,leave [97] 20,000 [94] week,paid Top Word Pairs in Tweet in G1:
[652] melinda,gates [512] bill,melinda [138] gates,foundation [111] annual,letter [56] bill,gates [56] parental,leaves [46] one,year [45] foundation,backtracks [45] year,parental [44] backtracks,one Top Word Pairs in Tweet in G2:
[82] melinda,gates [55] throwback,early [55] early,days [55] days,stephen [55] stephen,melinda [55] gates,foundation [55] foundation,excited [55] excited,chat [55] chat,stephenathome [54] melindagates,throwback Top Word Pairs in Tweet in G3:
[89] melinda,gates [87] bill,melinda [71] annual,letter [64] gates,s [63] s,annual [63] 9,things [63] things,surprised [62] surprised,over [62] over,years [61] read,bill Top Word Pairs in Tweet in G4:
[34] 23,interim [34] interim,report [33] inspire2serveus,1 [32] 1,23 [30] pls,read [29] read,inspire2serveus [27] congress,potus [24] american,people [22] people,congress [22] text,16 Top Word Pairs in Tweet in G5:
[94] bill,melinda [93] melinda,gates [64] gates,write [64] write,20 [64] 20,years [64] years,leading [64] leading,foundation [64] foundation,found [64] found,surprises [64] surprises,powerful Top Word Pairs in Tweet in G6:
[55] bill,melinda [54] melinda,gates [14] gates,foundation [10] proud,gatesfoundation [10] gatesfoundation,colleague [10] colleague,drpennyheaton [10] drpennyheaton,team [10] team,bill [10] gates,medical [10] medical,research Top Word Pairs in Tweet in G7:
[61] bill,gates' [61] gates',foundation [61] foundation,52 [61] 52,week [61] week,paid [61] paid,leave [61] leave,doable [61] doable,give [61] give,new [61] new,parents Top Word Pairs in Tweet in G8:
[47] melinda,gates [36] bill,melinda [20] 9,biggest [20] biggest,surprises [20] surprises,2018 [20] 2018,letter [20] letter,dedicated [20] dedicated,microsoft's [20] microsoft's,late [19] businessinsider,bill Top Word Pairs in Tweet in G9:
[7] doritmi,works [7] works,task [7] task,force [7] force,vaccine [7] vaccine,equity [5] equity,according [5] according,2012 [5] 2012,accounts [5] accounts,funded [5] funded,bill Top Word Pairs in Tweet in G10:
[57] world's,powerful [57] powerful,women [57] women,2018 [57] 2018,1 [57] 1,angela [57] angela,merkel [57] merkel,2 [57] 2,theresa [57] theresa,3 [57] 3,christine Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: