The graph represents a network of 8,516 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, 20 December 2021 at 03:57 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 9-day, 11-hour, 42-minute period from Tuesday, 07 December 2021 at 23:00 UTC to Friday, 17 December 2021 at 10:42 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 : 8516
Unique Edges : 4076
Edges With Duplicates : 12180
Total Edges : 16256
Number of Edge Types : 5
Replies to : 779
Retweet : 5634
MentionsInRetweet : 7042
Tweet : 1102
Mentions : 1699
Self-Loops : 1180
Reciprocated Vertex Pair Ratio : 0.0100553609761609
Reciprocated Edge Ratio : 0.019910514541387
Connected Components : 1253
Single-Vertex Connected Components : 528
Maximum Vertices in a Connected Component : 4135
Maximum Edges in a Connected Component : 9290
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.530221
Graph Density : 0.000123286979819273
Modularity : 0.556962
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,516 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, 20 December 2021 at 03:57 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 9-day, 11-hour, 42-minute period from Tuesday, 07 December 2021 at 23:00 UTC to Friday, 17 December 2021 at 10:42 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:
[4837] melinda,gates [3645] bill,melinda [2072] gates,foundation [580] conflict,interest [559] mhra,awarded [559] awarded,over [559] over,980 [559] 980,000 [559] 000,collaboration [559] collaboration,bill Top Word Pairs in Tweet in G1:
[497] corrupt,core [497] core,conflict [497] conflict,interest [497] interest,obviously [497] obviously,mhra [497] mhra,awarded [497] awarded,over [497] over,980 [497] 980,000 [497] 000,collaboration Top Word Pairs in Tweet in G2:
[530] melinda,gates [525] quieren,vacunar [525] vacunar,conocen [525] conocen,pasado [525] pasado,siniestro [525] siniestro,oms [416] áfrica,quieren [416] oms,fundación [416] fundación,melinda [414] timodelpino,áfrica Top Word Pairs in Tweet in G3:
[413] melinda,gates [271] bill,melinda [167] gates,foundation [149] bill,gates [46] divorcio,melinda [44] carta,bill [41] melinda,nido [41] nido,vacío [41] vacío,futuro [41] futuro,humanidad Top Word Pairs in Tweet in G4:
[501] kim,kanye [501] kanye,bill [501] bill,melinda [501] melinda,gates [501] gates,kim [501] kim,pete [274] googled,celebrity [274] celebrity,pairings [274] pairings,2021 [274] 2021,kim Top Word Pairs in Tweet in G5:
[224] bill,melinda [224] melinda,gates [224] 'event,201' [224] 201',october [224] october,2019 [224] 2019,'live [224] 'live,simulation [224] simulation,exercise [224] exercise,prepare [224] prepare,public Top Word Pairs in Tweet in G6:
[227] guys,bring [227] bring,down [227] down,multiple [227] multiple,pillars [227] pillars,cabal [227] cabal,lwdoyleusa [227] lwdoyleusa,currently [227] currently,midst [227] midst,one [226] rothbard1776,guys Top Word Pairs in Tweet in G7:
[106] melinda,gates [79] bill,melinda [69] gates,foundation [22] melinda,french [22] french,gates [17] bill,gates [15] mr,billgates [13] pleasure,welcoming [13] welcoming,mr [13] billgates,co Top Word Pairs in Tweet in G8:
[202] bill,melinda [202] melinda,gates [181] certainly,leading [181] leading,vaccine [181] vaccine,academic [181] academic,former [181] former,vaccine [181] vaccine,developer [181] developer,multiple [181] multiple,big Top Word Pairs in Tweet in G9:
[188] melinda,gates [187] bill,melinda [185] gates,foundation [179] world,economic [179] economic,forum [174] ultimate,rockefellers [174] rockefellers,world [174] forum,bill [174] foundation,gavi [174] gavi,id2020 Top Word Pairs in Tweet in G10:
[162] melinda,gates [161] bill,dan [161] dan,melinda [160] luar,gedung [160] gedung,milik [160] milik,bill [160] gates,orang [160] orang,orang [160] orang,menuntut [160] menuntut,penangkapan Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: