The graph represents a network of 19,057 Twitter users whose recent tweets contained "Beirut", 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, 04 August 2020 at 21:47 UTC.
The tweets in the network were tweeted over the 2-minute period from Tuesday, 04 August 2020 at 21:17 UTC to Tuesday, 04 August 2020 at 21:20 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 : 19057
Unique Edges : 21565
Edges With Duplicates : 2063
Total Edges : 23628
Number of Edge Types : 5
Retweet : 16020
Tweet : 5623
Replies to : 344
Mentions : 633
MentionsInRetweet : 1008
Self-Loops : 5663
Reciprocated Vertex Pair Ratio : 0.000686538131472052
Reciprocated Edge Ratio : 0.00137213424046653
Connected Components : 3765
Single-Vertex Connected Components : 1544
Maximum Vertices in a Connected Component : 11151
Maximum Edges in a Connected Component : 15220
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.174599
Graph Density : 4.81646447814628E-05
Modularity : 0.804593
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 19,057 Twitter users whose recent tweets contained "Beirut", 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, 04 August 2020 at 21:47 UTC.
The tweets in the network were tweeted over the 2-minute period from Tuesday, 04 August 2020 at 21:17 UTC to Tuesday, 04 August 2020 at 21:20 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 : Beirut
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:
[1367] beirut,lebanon [1244] explosion,beirut [1159] beirut,port [1078] ammonium,nitrate [1016] #beirut,#lebanon [846] beirut,explosion [842] explosión,beirut [811] massive,explosion [617] beirut,líbano [557] people,beirut Top Word Pairs in Tweet in G1:
[58] beirut,lebanon [55] explosión,beirut [46] olsun,#beirut [46] #beirut,#lebanon [42] people,beirut [41] geçmiş,olsun [40] explosion,beirut [33] pray,beirut [32] beirut,explosion [26] prayers,beirut Top Word Pairs in Tweet in G2:
[246] lebanon,#beirut [176] beirut,lebanon [136] please,pray [121] please,donate [111] pray,beirut [109] guy,easily [109] easily,miles [109] miles,away [109] away,#beirut [100] ammonium,nitrate Top Word Pairs in Tweet in G3:
[302] explosión,beirut [213] beirut,líbano [107] difundir,difundir [105] #lebanon,#beirut [92] momento,explosión [89] #4ago,vídeo [88] puerto,beirut [83] israel,hezbollah [83] hezbollah,hiroshima [83] hiroshima,#lebanon Top Word Pairs in Tweet in G4:
[298] beirut,port [257] ammonium,nitrate [253] tons,ammonium [250] 700,tons [250] nitrate,exploded [250] exploded,beirut [249] lebanese,sources [249] sources,report [249] report,700 [249] port,earlier Top Word Pairs in Tweet in G5:
[105] rahmet,yaralılara [77] yaralılara,acil [72] hayatını,kaybedenlere [71] acil,şifalar [71] olsun,#beirut [70] patlamada,hayatını [63] lübnan,halkına [58] meydana,gelen [57] inanamiyorum,simpsonlar [57] simpsonlar,kehaneti Top Word Pairs in Tweet in G6:
[254] ammonium,nitrate [195] injured,beirut [171] beirut,explosion [153] interior,minister [150] horrific,more [150] more,30 [150] 30,dead [150] dead,000 [150] 000,injured [150] explosion,lebanon Top Word Pairs in Tweet in G7:
[305] video,shows [305] beirut,port [300] shows,explosions [300] explosions,minutes [300] minutes,ago [300] ago,beirut [298] stunning,video [27] explosions,beirut [25] another,view [25] view,explosions Top Word Pairs in Tweet in G8:
[73] #beirut,#lebanon [61] #beirut,#liban [50] #beyrouth,#liban [48] l'onde,choc [46] flash,autre [46] autre,vidéo [45] port,#beirut [44] vidéo,impressionnante [44] impressionnante,d'un [44] d'un,conducteur Top Word Pairs in Tweet in G9:
[98] beirut,port [79] ammonium,nitrate [61] death,toll [58] live,updates [56] follow,live [53] massive,blast [52] heart,goes [49] goes,african [49] african,maid [49] maid,ignored Top Word Pairs in Tweet in G10:
[205] ammonium,nitrate [188] beirut,blast [187] lebanese,president [187] tonnes,ammonium [186] president,blames [186] blames,750 [186] 750,tonnes [186] nitrate,left [186] left,warehouse [186] warehouse,unchecked Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: