The graph represents a network of 16,253 Twitter users whose recent tweets contained "Beruit", 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 23:03 UTC.
The tweets in the network were tweeted over the 3-hour, 12-minute period from Tuesday, 04 August 2020 at 19:30 UTC to Tuesday, 04 August 2020 at 22:42 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 : 16253
Unique Edges : 18295
Edges With Duplicates : 1253
Total Edges : 19548
Number of Edge Types : 5
Retweet : 14655
Tweet : 3080
Replies to : 821
Mentions : 643
MentionsInRetweet : 349
Self-Loops : 3140
Reciprocated Vertex Pair Ratio : 0.00163758896516974
Reciprocated Edge Ratio : 0.00326982330377916
Connected Components : 2778
Single-Vertex Connected Components : 1846
Maximum Vertices in a Connected Component : 11205
Maximum Edges in a Connected Component : 14410
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.004492
Graph Density : 6.02058524525562E-05
Modularity : 0.788825
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 16,253 Twitter users whose recent tweets contained "Beruit", 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 23:03 UTC.
The tweets in the network were tweeted over the 3-hour, 12-minute period from Tuesday, 04 August 2020 at 19:30 UTC to Tuesday, 04 August 2020 at 22:42 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 : Beruit
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:
[1642] lebanon,#beruit [1636] explosion,#beruit [1440] brothers,sisters [1344] explosion,beruit [1133] #beruit,#lebanon [1115] beirut,lebanon [1087] looks,something [1081] mad,looks [1081] something,film [1079] film,#beruit Top Word Pairs in Tweet in G1:
[1364] explosion,#beruit [835] video,taken [798] taken,inside [798] inside,car [798] car,explosion [798] #beruit,shockwave [798] shockwave,left [798] left,quite [798] quite,impact [798] impact,car Top Word Pairs in Tweet in G2:
[97] #beruit,#lebanon [84] explosion,beruit [72] beruit,lebanon [69] people,beruit [64] beruit,explosion [54] people,#beruit [50] heart,goes [48] prayers,#beruit [48] pray,#beruit [48] thoughts,prayers Top Word Pairs in Tweet in G3:
[933] lebanon,#beruit [775] pray,lebanon [693] pray,#beruit [684] beirut,lebanon [683] brothers,sisters [681] sisters,beirut [680] hearts,prayers [680] prayers,dear [680] dear,brothers [680] lebanon,allah Top Word Pairs in Tweet in G4:
[887] mad,looks [887] looks,something [887] something,film [887] film,#beruit [28] explosion,#beruit [16] video,taken [16] taken,inside [16] inside,car [16] car,explosion [16] #beruit,shockwave Top Word Pairs in Tweet in G5:
[603] quick,thread [603] thread,donate [603] donate,lebanon [603] lebanon,red [603] red,cross [603] cross,blow [603] blow,lebanon [603] lebanon,needs [603] needs,support [603] support,#prayforlebanon Top Word Pairs in Tweet in G6:
[579] explosion,beruit [573] ve,seen [572] beruit,one [572] one,horrifying [572] horrifying,things [572] things,ve [27] blood,donations [27] donations,needed [27] needed,beruit [27] beruit,re Top Word Pairs in Tweet in G7:
[467] huge,explosion [454] lebanon,#beruit [452] #beruit,few [452] few,minutes [452] minutes,back [452] back,huge [38] mad,looks [38] looks,something [38] something,film [38] film,#beruit Top Word Pairs in Tweet in G8:
[379] massive,explosive [379] explosive,beruit [379] beruit,number [379] number,people [379] people,died [379] died,unknown [379] unknown,massive [379] massive,destruction [379] destruction,city [379] city,prayers Top Word Pairs in Tweet in G9:
[210] few,minutes [204] beruit,right [203] think,appropriate [203] appropriate,everyone [203] everyone,took [203] took,few [203] minutes,step [203] step,away [203] away,twitter [203] twitter,sit Top Word Pairs in Tweet in G10:
[356] beruit,mostly [356] mostly,peaceful [356] peaceful,rn [356] rn,#beirut [9] heartbreaking,pray [9] pray,beruit [9] beruit,god [9] god,protect [9] protect,people [9] people,beirut Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G9:
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: