The graph represents a network of 12,012 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 Sunday, 27 June 2021 at 02:50 UTC.
The tweets in the network were tweeted over the 7-hour, 55-minute period from Saturday, 26 June 2021 at 18:30 UTC to Sunday, 27 June 2021 at 02:25 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 : 12012
Unique Edges : 19284
Edges With Duplicates : 2822
Total Edges : 22106
Number of Edge Types : 5
Retweet : 15239
Tweet : 1060
MentionsInRetweet : 793
Replies to : 3773
Mentions : 1241
Self-Loops : 1118
Reciprocated Vertex Pair Ratio : 0.00276681867090229
Reciprocated Edge Ratio : 0.0055183690153799
Connected Components : 645
Single-Vertex Connected Components : 382
Maximum Vertices in a Connected Component : 10920
Maximum Edges in a Connected Component : 21036
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.266583
Graph Density : 0.000135649602804711
Modularity : 0.61623
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 12,012 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 Sunday, 27 June 2021 at 02:50 UTC.
The tweets in the network were tweeted over the 7-hour, 55-minute period from Saturday, 26 June 2021 at 18:30 UTC to Sunday, 27 June 2021 at 02:25 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:
[3971] melania,trump [2437] jill,biden [2270] first,lady [1780] low,key [1434] dr,jill [1269] trump,melania [1149] melania,trending [937] fuck,melania [899] key,actually [899] actually,low Top Word Pairs in Tweet in G1:
[1069] jill,biden [982] melania,trump [843] dr,jill [805] first,lady [597] melania,trending [513] white,house [373] racist,birther [338] patriotkimmie,melania [312] trump,first [312] lady,history Top Word Pairs in Tweet in G2:
[596] fuck,melania [591] give,fuck [590] really,give [429] itsjefftiedrich,melania [396] melania,malaria [395] malaria,melonia [395] melonia,somehow [395] somehow,reminds [395] reminds,billboard [276] melania,daily Top Word Pairs in Tweet in G3:
[918] melania,trump [573] jill,biden [565] trump,more [565] more,class [564] class,dignity [564] dignity,pinky [564] pinky,jill [564] biden,michelle [564] michelle,obama [564] obama,combined Top Word Pairs in Tweet in G4:
[514] first,lady [411] melania,trump [409] beautiful,flotus [405] melania,beautiful [404] retweet,miss [404] miss,queen [404] queen,melania [166] beautiful,first [165] classiest,smartest [165] smartest,intelligent Top Word Pairs in Tweet in G5:
[1156] low,key [579] melania,day [578] newsmax,asked [578] asked,trump [578] trump,melania [578] day,low [578] key,actually [578] actually,low [578] key,translation [578] translation,haven't Top Word Pairs in Tweet in G6:
[519] first,lady [505] melania,back [504] need,melania [502] wore,better [502] better,tacky [502] tacky,first [502] lady,need [78] melania,trump [37] jill,biden [36] trump,more Top Word Pairs in Tweet in G7:
[220] melania,trump [163] face,melania [163] melania,russian [163] russian,mail [163] mail,order [163] order,bride [163] bride,flotus [142] deport,melania [142] trump,#kidvicious [106] former,guy Top Word Pairs in Tweet in G8:
[264] jill,biden [252] dr,jill [235] melania,trending [218] biden,flotus [217] trending,dr [217] flotus,such [217] such,huge [217] huge,step [217] step,disaster [217] disaster,melania Top Word Pairs in Tweet in G9:
[68] melania,trump [33] first,lady [29] jill,biden [21] melania,trending [11] dr,jill [9] white,house [8] lady,melania [8] #melania,trending [7] thank,god [7] dr,biden Top Word Pairs in Tweet in G10:
[159] former,guy [153] anyone,know [153] know,melania [153] melania,still [153] still,living [153] living,former [69] 75th,birthday [56] melania,trump [56] prior,engagement [52] joncoopertweets,melania Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: