The graph represents a network of 7,080 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, 12 September 2022 at 03:22 UTC.
The requested start date was Monday, 12 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 13-day, 9-hour, 51-minute period from Monday, 29 August 2022 at 00:22 UTC to Sunday, 11 September 2022 at 10:14 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 : 7080
Unique Edges : 3230
Edges With Duplicates : 9524
Total Edges : 12754
Number of Edge Types : 5
Retweet : 4335
MentionsInRetweet : 5077
Tweet : 786
Mentions : 1753
Replies to : 803
Self-Loops : 857
Reciprocated Vertex Pair Ratio : 0.00556983718937446
Reciprocated Edge Ratio : 0.0110779718789945
Connected Components : 981
Single-Vertex Connected Components : 388
Maximum Vertices in a Connected Component : 2901
Maximum Edges in a Connected Component : 6134
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.442822
Graph Density : 0.000140484747199284
Modularity : 0.553933
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,080 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, 12 September 2022 at 03:22 UTC.
The requested start date was Monday, 12 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 13-day, 9-hour, 51-minute period from Monday, 29 August 2022 at 00:22 UTC to Sunday, 11 September 2022 at 10:14 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:
[4230] melinda,gates [3819] bill,melinda [2695] gates,foundation [1241] best,performing [1235] performing,state [1231] being,best [1230] foundation,being [1229] each,time [1229] time,remember [1229] remember,1m Top Word Pairs in Tweet in G1:
[1216] bill,melinda [1216] melinda,gates [1216] gates,foundation [1214] each,time [1214] time,remember [1214] remember,1m [1214] 1m,given [1214] given,po [1214] po,bill [1214] foundation,being Top Word Pairs in Tweet in G2:
[383] melinda,gates [305] bill,melinda [164] gates,foundation [55] bill,gates [26] melinda,french [25] french,gates [20] gates,melinda [19] gates,vakfı [17] giving,pledge [16] population,control Top Word Pairs in Tweet in G3:
[160] melinda,gates [127] izmir,dünya [127] dünya,pandemi [127] pandemi,konferası [127] konferası,düzeledi [127] düzeledi,bu [127] bu,konferansın [127] konferansın,düzenlenmesinde [127] düzenlenmesinde,emeği [127] emeği,geçenlerden Top Word Pairs in Tweet in G4:
[125] action,journal [125] journal,media [125] media,company [125] company,find [125] find,within [125] within,clicks [125] clicks,webpage [125] webpage,gift [125] gift,bill [124] refugeofsinner5,action Top Word Pairs in Tweet in G5:
[248] melinda,gates [244] bill,melinda [217] gates,divorced [217] unhappy,husband [217] husband,logged [217] logged,multiple [217] multiple,times [217] times,being [215] divorced,unhappy [215] being,epstein Top Word Pairs in Tweet in G6:
[236] melinda,gates [235] bill,melinda [218] gates,foundation [214] foundation,listed [214] listed,financial [214] financial,partner [214] partner,lucis [214] lucis,trust [214] trust,subsidiary [214] subsidiary,group Top Word Pairs in Tweet in G7:
[198] bill,melinda [197] melinda,gates [195] gates,foundation [171] pfizer,bill [170] canada,university [170] university,western [170] western,ontario [170] ontario,funded [170] funded,pfizer [169] michaelpbreton,canada Top Word Pairs in Tweet in G8:
[36] melinda,gates [30] bill,melinda [15] gates,foundation [9] iambrookjackson,criticalsway [9] criticalsway,bell00david [9] bell00david,sophielouisecc [9] sophielouisecc,mariaaazeee [9] mariaaazeee,zelenkozev [9] zelenkozev,tulsigabbard [9] tulsigabbard,birb_k Top Word Pairs in Tweet in G9:
[82] melinda,gates [48] bill,melinda [35] gates,foundation [33] please,help [22] melindagates,please [22] help,melinda [22] gates,madam [22] help,mam [18] senegal,rwanda [17] melinda,french Top Word Pairs in Tweet in G10:
[142] #xrp,melt [142] melt,faces [141] xrp144,#xrp 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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