The graph represents a network of 16,497 Twitter users whose recent tweets contained "#BeirutBlast", 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 23:22 UTC.
The tweets in the network were tweeted over the 51-minute period from Tuesday, 04 August 2020 at 22:19 UTC to Tuesday, 04 August 2020 at 23:10 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 : 16497
Unique Edges : 20323
Edges With Duplicates : 2084
Total Edges : 22407
Number of Edge Types : 5
Retweet : 14783
MentionsInRetweet : 2858
Tweet : 3727
Mentions : 641
Replies to : 398
Self-Loops : 3794
Reciprocated Vertex Pair Ratio : 0.000836726725051598
Reciprocated Edge Ratio : 0.00167205439750307
Connected Components : 2792
Single-Vertex Connected Components : 1865
Maximum Vertices in a Connected Component : 11265
Maximum Edges in a Connected Component : 16394
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.543682
Graph Density : 6.5930630658121E-05
Modularity : 0.796027
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 16,497 Twitter users whose recent tweets contained "#BeirutBlast", 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 23:22 UTC.
The tweets in the network were tweeted over the 51-minute period from Tuesday, 04 August 2020 at 22:19 UTC to Tuesday, 04 August 2020 at 23:10 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 : #BeirutBlast
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:
[2974] #beirutblast,#beirut [1505] #beirut,#beirutblast [1102] ammonium,nitrate [929] died,#beirutblast [912] trying,document [912] document,video [912] video,died [909] photographer,trying [898] tons,ammonium [839] 73,morts Top Word Pairs in Tweet in G1:
[1155] #beirutblast,#beirut [847] photographer,trying [847] trying,document [847] document,video [847] video,died [846] died,#beirutblast [259] video,#beirutblast [256] #beirut,#beirutblast [240] #beirut,#lebanon [205] #beirutblast,#lebanon Top Word Pairs in Tweet in G2:
[221] #beirut,#beirutblast [112] #beirutblast,#beirut [76] #beirutblast,#prayforlebanon [76] #beirutblast,#lebanonexplosion [74] #lebanon,#beirutblast [66] #beirutblast,#lebanon [61] #beirutblast,#explosion [59] #بيروت,#لبنان [58] #beirut,#lebanon [57] #beirutblast,#prayforbeirut Top Word Pairs in Tweet in G3:
[824] 73,morts [768] 700,blessés [745] #beirutblast,#liban [617] morts,700 [610] violente,#explosion [610] #explosion,#beirut [610] #beirut,autre [610] autre,angle [610] angle,scène [610] scène,depuis Top Word Pairs in Tweet in G4:
[906] #beirutblast,#beirut [456] explosion,beirut [452] pray,lebanon [450] lebanese,trying [450] trying,flee [450] flee,explosion [450] beirut,still [450] still,hit [450] hit,distance [450] distance,pray Top Word Pairs in Tweet in G5:
[730] #beirutblast,akhbar [726] #beirut,explosions [722] ammonium,nitrate [719] incompetence,kills [719] kills,lebanese [719] lebanese,prime [719] prime,minister [719] minister,#beirut [719] explosions,caused [719] caused,estimated Top Word Pairs in Tweet in G6:
[236] #beirutblast,attack [208] stop,think [208] think,happened [208] happened,president [208] president,united [208] united,states [208] states,called [208] called,#beirutblast [208] attack,barely [208] barely,registering Top Word Pairs in Tweet in G7:
[200] #beirut,#beirutblast [138] #beirut,#lebanon [137] solidaridad,líbano [137] #beirutblast,#بيروت [137] #بيروت,#beirut [128] pena,miedo [128] miedo,beirut [128] beirut,ojalá [128] ojalá,sea [128] sea,posible Top Word Pairs in Tweet in G8:
[392] massive,explosion [392] explosion,recorded [392] recorded,lebanon [392] lebanon,#beirutblast [392] #beirutblast,borzou [3] happened,beirut [3] beirut,lebanon [2] #beirutexplosion,#beirutblast [2] awareness,people [2] people,beirut Top Word Pairs in Tweet in G9:
[153] lebanon,#beirutblast [152] president,realdonaldtrump [152] realdonaldtrump,sends [152] sends,america's [152] america's,deepest [152] deepest,sympathies [152] sympathies,lebanon [36] #beirutblast,#beirut [30] good,trading [30] trading,bot Top Word Pairs in Tweet in G10:
[335] theater,orchestrated [298] distract,#beirutblast [298] #beirutblast,horrifically [298] horrifically,sad [298] sad,theater [298] orchestrated,intelligence [298] intelligence,agencies [298] agencies,designed [298] designed,make [298] make,public Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: