The graph represents a network of 12,239 Twitter users whose recent tweets contained "Melania", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 23 July 2021 at 08:51 UTC.
The tweets in the network were tweeted over the 18-hour, 27-minute period from Thursday, 22 July 2021 at 13:58 UTC to Friday, 23 July 2021 at 08:25 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 : 12239
Unique Edges : 19481
Edges With Duplicates : 1777
Total Edges : 21258
Number of Edge Types : 5
Retweet : 16468
MentionsInRetweet : 1947
Tweet : 790
Replies to : 1254
Mentions : 799
Self-Loops : 824
Reciprocated Vertex Pair Ratio : 0.00107521376273616
Reciprocated Edge Ratio : 0.0021481178396072
Connected Components : 594
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 11030
Maximum Edges in a Connected Component : 19984
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.709748
Graph Density : 0.000130537353892735
Modularity : 0.627326
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 12,239 Twitter users whose recent tweets contained "Melania", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 23 July 2021 at 08:51 UTC.
The tweets in the network were tweeted over the 18-hour, 27-minute period from Thursday, 22 July 2021 at 13:58 UTC to Friday, 23 July 2021 at 08:25 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 : TwitterSearch
Graph Term : Melania
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:
[12754] melania,trump [8382] john,mccain [6860] war,hero [5866] mccain,war [5744] racist,birther [5498] draft,dodger [4403] time,draft [3985] birther,melania [3964] go,away [3956] trump,married Top Word Pairs in Tweet in G1:
[2536] melania,trump [2431] john,mccain [2409] war,hero [2406] mccain,war [2403] racist,birther [2403] draft,dodger [2401] time,draft [2399] birther,melania [2399] trump,married [2399] married,time Top Word Pairs in Tweet in G2:
[3509] melania,trump [1133] john,mccain [633] war,hero [545] mccain,war [544] mccain,hero [386] first,lady [352] donald,trump [344] trump,vaccinated [289] racist,birther [271] draft,dodger Top Word Pairs in Tweet in G3:
[2536] melania,trump [1525] first,lady [1486] trump,worst [1483] worst,first [1481] lady,america [1481] america,period [703] john,mccain [626] racist,birther [474] war,hero [461] things,melania Top Word Pairs in Tweet in G4:
[943] john,mccain [891] war,hero [887] mccain,war [878] draft,dodger [714] gold,digging [713] digging,escort [712] melania,married [712] married,draft [712] dodger,fake [712] fake,bone Top Word Pairs in Tweet in G5:
[1057] john,mccain [974] racist,birther [711] really,don [711] don,give [711] give,damn [711] damn,racist [711] birther,trash [711] trash,melania [711] melania,pictures [711] pictures,senator Top Word Pairs in Tweet in G6:
[753] melania,trump [671] john,mccain [610] war,hero [531] mccain,war [420] married,draft [388] trump,john [361] draft,dodging [360] hero,coming [360] coming,highest [360] highest,paid Top Word Pairs in Tweet in G7:
[397] reason,anyone [397] anyone,talking [397] talking,reporting [397] reporting,anything [397] anything,melania [397] melania,reason [242] melania,trump [226] john,mccain [174] racist,birther [162] mccain,war Top Word Pairs in Tweet in G8:
[540] melania,trump [442] war,hero [391] racist,birther [314] gold,digging [284] mccain,isn [284] isn,war [284] sure,melania [282] trump,mccain [282] hero,sure [282] melania,re Top Word Pairs in Tweet in G9:
[498] melania,trump [485] john,mccain [450] war,hero [441] draft,dodger [394] time,draft [326] mccain,isn [326] isn,war [319] trump,wife [319] wife,five [319] five,time Top Word Pairs in Tweet in G10:
[181] melania,trump [54] john,mccain [48] war,hero [31] trump,john [30] corey,lewandowski [27] lewandowski,reveals [27] reveals,melania [26] mccain,isn [26] isn,war [24] donald,trump Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: