The graph represents a network of 4,488 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 Monday, 24 June 2019 at 10:03 UTC.
The requested start date was Monday, 24 June 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, 11-hour, 14-minute period from Monday, 10 June 2019 at 00:03 UTC to Sunday, 23 June 2019 at 11:18 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 : 4488
Unique Edges : 5529
Edges With Duplicates : 842
Total Edges : 6371
Number of Edge Types : 3
Mentions : 4829
Tweet : 1241
Replies to : 301
Self-Loops : 1241
Reciprocated Vertex Pair Ratio : 0.012262156448203
Reciprocated Edge Ratio : 0.0242272347535505
Connected Components : 1199
Single-Vertex Connected Components : 831
Maximum Vertices in a Connected Component : 2145
Maximum Edges in a Connected Component : 3938
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.023052
Graph Density : 0.000237763521236037
Modularity : 0.748268
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2613] melinda,gates [1502] bill,melinda [503] gates,foundation [265] 11,year [265] year,old [265] old,dj [265] caught,attention [262] dj,caught [236] bill,gates [167] 208,years Top Word Pairs in Tweet in G1:
[776] melinda,gates [336] bill,melinda [122] gates,foundation [64] together,night [63] dishes,together [57] wash,dishes [54] bill,gates [50] lobbying,group [47] gates,wash [46] night,symbolizes Top Word Pairs in Tweet in G2:
[153] 208,years [151] take,208 [138] years,reach [136] according,new [136] true,equality [136] equality,between [136] between,men [135] new,wef [135] wef,data [135] data,current Top Word Pairs in Tweet in G3:
[370] melinda,gates [348] bill,melinda [233] 11,year [233] year,old [233] old,dj [233] caught,attention [232] dj,caught [152] gates,unfair [152] unfair,much [152] much,wealth Top Word Pairs in Tweet in G4:
[118] melinda,gates [92] bill,melinda [76] lobbying,group [47] launching,lobbying [45] gates,launching [37] gates,foundation [31] billgates,melindagates [27] foundation,used [27] used,federal [27] federal,legislation Top Word Pairs in Tweet in G5:
[42] melinda,gates [40] bloombergdotorg,ballmergroup [38] ballmergroup,gatesfoundation [37] 10,cities [32] new,initiative [31] bloombergdotorg,gatesfoundation [29] #data,driven [25] gatesfoundation,ballmergroup [21] through,new [21] initiative,sponsored Top Word Pairs in Tweet in G6:
[58] bill,melinda [58] melinda,gates [27] rockefeller,before [27] before,bill [27] gates,tearing [27] tearing,up [27] up,health [27] health,children [27] children,converting [27] converting,money Top Word Pairs in Tweet in G7:
[91] melinda,gates [81] jack,ma [59] secretary,general [51] guterres,melinda [50] antonio,guterres [49] general,antonio [47] ma,china's [42] xhnews,jack [35] gates,foundation [30] china's,alibabagroup Top Word Pairs in Tweet in G8:
[88] perú,atacó [88] atacó,desnutrición [88] desnutrición,crónica [88] crónica,niños [88] niños,convirtió [88] convirtió,ejemplo [88] ejemplo,mundial [88] mundial,según [88] según,fundación [68] fundación,bill Top Word Pairs in Tweet in G9:
[68] special,assistant [68] assistant,prime [68] prime,minister [68] minister,social [68] social,protection [68] protection,poverty [68] poverty,alleviation [68] alleviation,dr [68] dr,sania [68] sania,nishtar Top Word Pairs in Tweet in G10:
[52] melinda,gates [34] bill,melinda [26] gates,transforming [26] transforming,life [26] life,billions [26] billions,21st [26] 21st,century [22] fortunemagazine,bill [12] 10,inspiring [12] inspiring,facts Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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