The graph represents a network of 8,163 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, 25 January 2021 at 03:18 UTC.
The requested start date was Monday, 25 January 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 8-day, 21-hour, 10-minute period from Thursday, 14 January 2021 at 14:52 UTC to Saturday, 23 January 2021 at 12:03 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 : 8163
Unique Edges : 4088
Edges With Duplicates : 10816
Total Edges : 14904
Number of Edge Types : 5
Retweet : 5113
MentionsInRetweet : 6099
Tweet : 1482
Mentions : 1383
Replies to : 827
Self-Loops : 1553
Reciprocated Vertex Pair Ratio : 0.00664536741214058
Reciprocated Edge Ratio : 0.0132029960644916
Connected Components : 1655
Single-Vertex Connected Components : 892
Maximum Vertices in a Connected Component : 3950
Maximum Edges in a Connected Component : 9067
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.690872
Graph Density : 0.000118226398104079
Modularity : 0.550746
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,163 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, 25 January 2021 at 03:18 UTC.
The requested start date was Monday, 25 January 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 8-day, 21-hour, 10-minute period from Thursday, 14 January 2021 at 14:52 UTC to Saturday, 23 January 2021 at 12:03 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 : 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:
[3753] melinda,gates [2417] bill,melinda [1232] gates,foundation [1100] bill,gates [595] south,african [594] regulatory,authority [593] african,health [553] health,products [552] products,regulatory [500] covid,19 Top Word Pairs in Tweet in G1:
[510] melinda,gates [267] bill,melinda [243] bill,gates [169] farmland,owner [168] top,farmland [159] gates,becomes [159] becomes,top [135] gates,foundation [99] owner,#foxbusiness [76] covid,19 Top Word Pairs in Tweet in G2:
[554] south,african [554] african,health [554] regulatory,authority [522] health,products [522] products,regulatory [444] sahpra,south [444] authority,annual [444] annual,report [444] report,2019 [444] 2019,2020 Top Word Pairs in Tweet in G3:
[287] melinda,gates [196] mahkeme,kovid [187] ve,melinda [186] bill,ve [163] gates,vakfı [130] bill,gates [117] 18,15 [117] 15,bill [115] dsö,yıllık [115] yıllık,gelir Top Word Pairs in Tweet in G4:
[154] covid,19 [150] disease,outbreaks [150] outbreaks,impact [150] impact,women [150] women,disproportionately [142] disproportionately,covid [142] 19,exception [142] exception,women [142] women,around [140] melindagates,disease Top Word Pairs in Tweet in G5:
[360] bill,melinda [360] melinda,gates [310] gates,foundation [263] foundation,donated [263] million,sahpra [261] donated,r27 [261] r27,million [261] sahpra,part [261] part,sa [261] sa,govt Top Word Pairs in Tweet in G6:
[73] billgates,give [73] give,#landback [72] wagatwe,billgates [44] melinda,gates [38] bill,melinda [20] normal,business [20] business,ethic [20] ethic,company [20] company,ipsos [20] ipsos,research Top Word Pairs in Tweet in G7:
[183] melinda,gates [179] covid,19 [174] rebuilding,covid [173] voices,center [173] center,rebuilding [169] gates,women [169] women,voices [165] time,melinda [8] continue,grappling [8] grappling,global Top Word Pairs in Tweet in G8:
[113] owner,farmland [75] second,wealthiest [75] wealthiest,man [75] man,world [75] world,knew [75] knew,know [75] know,biggest [75] biggest,owner [74] lukegromen,second [69] bill,gates Top Word Pairs in Tweet in G9:
[336] gt,gt [100] bill,melinda [100] melinda,gates [92] gates,foundation [56] foundation,funding [56] funding,distribution [56] distribution,tetanus [56] tetanus,vaccine [56] vaccine,africa [56] africa,unicef Top Word Pairs in Tweet in G10:
[107] bill,gates [107] gates,becomes [107] becomes,top [107] top,farmland [107] farmland,owner [107] owner,owns [107] owns,242k [107] 242k,acres [107] acres,farmland [107] farmland,louisiana 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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