The graph represents a network of 18,082 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 Tuesday, 19 January 2021 at 23:14 UTC.
The tweets in the network were tweeted over the 4-hour, 14-minute period from Tuesday, 19 January 2021 at 17:52 UTC to Tuesday, 19 January 2021 at 22:07 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 : 18082
Unique Edges : 21887
Edges With Duplicates : 3335
Total Edges : 25222
Number of Edge Types : 5
Mentions : 3125
Replies to : 3487
Retweet : 12998
Tweet : 2619
MentionsInRetweet : 2993
Self-Loops : 2700
Reciprocated Vertex Pair Ratio : 0.0031945788964182
Reciprocated Edge Ratio : 0.00636881212004246
Connected Components : 2530
Single-Vertex Connected Components : 1521
Maximum Vertices in a Connected Component : 13341
Maximum Edges in a Connected Component : 20450
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.933675
Graph Density : 6.33937704202587E-05
Modularity : 0.774742
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 18,082 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 Tuesday, 19 January 2021 at 23:14 UTC.
The tweets in the network were tweeted over the 4-hour, 14-minute period from Tuesday, 19 January 2021 at 17:52 UTC to Tuesday, 19 January 2021 at 22:07 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:
[7531] melania,trump [4173] first,lady [3940] jill,biden [2227] white,house [2089] lady,melania [1505] obamas,epitome [1495] ahead,wh [1494] years,never [1493] melania,reaching [1493] true,nature Top Word Pairs in Tweet in G1:
[1894] first,lady [1742] melania,trump [1571] lady,melania [1270] farewell,message [1168] message,first [443] flotus,melaniatrump [205] president,trump [199] trump,first [179] potus,flotus [165] white,house Top Word Pairs in Tweet in G2:
[1361] jill,biden [1351] true,nature [1350] melania,reaching [1349] years,never [1349] never,forgot [1349] forgot,image [1349] image,trump [1349] trump,plowing [1349] plowing,ahead [1349] ahead,wh Top Word Pairs in Tweet in G3:
[579] melania,trump [241] first,lady [178] white,house [98] jill,biden [70] donald,trump [55] ashley,biden [51] popularity,rating [47] rating,first [45] worst,final [45] final,popularity Top Word Pairs in Tweet in G4:
[846] jill,biden [815] melania,dr [815] dr,jill [815] biden,tale [815] tale,two [815] two,flotus [815] flotus,started [815] started,going [275] #melaniatrump,never [275] never,cared Top Word Pairs in Tweet in G5:
[511] melania,trump [504] first,lady [299] trump,leaving [299] leaving,office [299] office,popular [299] popular,first [196] poll,melania [147] popularity,rating [145] worst,first [144] trump,finishes Top Word Pairs in Tweet in G6:
[424] melania,trump [330] trump,never [330] never,reaches [330] such,bad [330] bad,people [270] donald,trump [218] white,house [216] jill,biden [165] reaches,joe [165] joe,biden Top Word Pairs in Tweet in G7:
[405] maison,blanche [356] blanche,jill [355] fera,visiter [355] visiter,maison [355] comme,veut [355] veut,tradition [353] melania,#trump [352] #trump,annoncé [352] annoncé,qu [352] qu,fera Top Word Pairs in Tweet in G8:
[638] melania,trump [354] white,house [325] jill,biden [316] dr,jill [312] michelle,obama [279] trump,done [278] obama,graciously [278] graciously,hosted [278] hosted,melania [278] trump,white Top Word Pairs in Tweet in G9:
[291] particularly,upset [291] lady,gaga [291] gaga,jennifer [291] jennifer,lopez [291] lopez,tom [291] tom,hanks [291] hanks,stars [291] stars,agreed [291] agreed,perform [287] biden,inaugural Top Word Pairs in Tweet in G10:
[402] casa,blanca [293] melania,trump [259] primeras,damas [154] estados,unidos [142] pasado,casa [142] kennedy,melania [141] damas,estados [141] unidos,glamorosas [141] glamorosas,pasado [141] blanca,jacqueline Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: