The graph represents a network of 8,361 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, 05 September 2022 at 03:22 UTC.
The requested start date was Monday, 05 September 2022 at 00:01 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 10-day, 19-hour, 0-minute period from Wednesday, 24 August 2022 at 15:40 UTC to Sunday, 04 September 2022 at 10:40 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 : 8361
Unique Edges : 2870
Edges With Duplicates : 12552
Total Edges : 15422
Number of Edge Types : 5
Tweet : 864
MentionsInRetweet : 6560
Replies to : 748
Mentions : 1285
Retweet : 5965
Self-Loops : 935
Reciprocated Vertex Pair Ratio : 0.0040273370759092
Reciprocated Edge Ratio : 0.00802236538227787
Connected Components : 993
Single-Vertex Connected Components : 426
Maximum Vertices in a Connected Component : 2962
Maximum Edges in a Connected Component : 6328
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.888876
Graph Density : 0.000117700144610801
Modularity : 0.52558
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,361 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, 05 September 2022 at 03:22 UTC.
The requested start date was Monday, 05 September 2022 at 00:01 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 10-day, 19-hour, 0-minute period from Wednesday, 24 August 2022 at 15:40 UTC to Sunday, 04 September 2022 at 10:40 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:
[6011] melinda,gates [5575] bill,melinda [3369] gates,foundation [1981] best,performing [1976] performing,state [1961] foundation,being [1960] being,best [1959] each,time [1959] time,remember [1959] remember,1m Top Word Pairs in Tweet in G1:
[1939] bill,melinda [1939] melinda,gates [1939] gates,foundation [1938] best,performing [1938] performing,state [1923] each,time [1923] time,remember [1923] remember,1m [1923] 1m,given [1923] given,po Top Word Pairs in Tweet in G2:
[665] melinda,gates [580] bill,melinda [481] gates,vakfının [477] #okullardaaşızorlamasınahayır,bakın [477] bakın,pfizere [477] pfizere,milyonlarca [477] milyonlarca,dolar [477] dolar,yatırım [477] yatırım,yapan [477] yapan,bill Top Word Pairs in Tweet in G3:
[411] melinda,gates [330] bill,melinda [169] gates,foundation [67] bill,gates [54] melinda,french [50] french,gates [38] fundación,bill [26] population,control [23] gates,vakfı [21] gates,melinda Top Word Pairs in Tweet in G4:
[275] melinda,gates [270] bill,melinda [218] gates,divorced [218] divorced,unhappy [218] unhappy,husband [218] husband,logged [218] logged,multiple [218] multiple,times [218] times,being [218] being,epstein Top Word Pairs in Tweet in G5:
[552] western,university [329] bill,melinda [328] melinda,gates [293] university,western [277] odessaorlewicz,bill [276] gates,fund [275] fund,western [275] university,over [275] over,barrel [275] barrel,understatement Top Word Pairs in Tweet in G6:
[270] melinda,gates [269] bill,melinda [248] gates,foundation [210] pfizer,bill [184] funded,pfizer [183] #westernu,funded [182] areohesseyeee,#westernu [16] funding,both [16] both,pfizer [15] westernu,friendly Top Word Pairs in Tweet in G7:
[141] italia,non [141] non,può [141] può,non [141] non,deve [141] deve,delegare [141] delegare,ente [141] ente,privato [141] privato,politico [141] politico,finanziato [141] finanziato,fondi Top Word Pairs in Tweet in G8:
[98] melinda,gates [72] bill,melinda [59] gates,foundation [18] senegal,rwanda [16] melindagates,returned [16] returned,senegal [14] first,trip [14] trip,africa [14] africa,beginning [14] beginning,pandemic Top Word Pairs in Tweet in G9:
[143] #xrp,melt [143] melt,faces [142] xrp144,#xrp Top Word Pairs in Tweet in G10:
[157] bill,melinda [157] melinda,gates [136] peter,obi [130] obi,won [130] won,bill [130] gates,award [130] award,immunisation [130] immunisation,given [130] given,personal [130] personal,cash 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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