The graph represents a network of 10,401 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 Monday, 12 April 2021 at 04:45 UTC.
The tweets in the network were tweeted over the 7-day, 21-hour, 1-minute period from Sunday, 04 April 2021 at 06:50 UTC to Monday, 12 April 2021 at 03:52 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 : 10401
Unique Edges : 11676
Edges With Duplicates : 3772
Total Edges : 15448
Number of Edge Types : 5
Retweet : 6524
Tweet : 3397
Mentions : 2050
Replies to : 1586
MentionsInRetweet : 1891
Self-Loops : 3482
Reciprocated Vertex Pair Ratio : 0.0292645360030805
Reciprocated Edge Ratio : 0.0568649457538346
Connected Components : 2453
Single-Vertex Connected Components : 1257
Maximum Vertices in a Connected Component : 4539
Maximum Edges in a Connected Component : 7678
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.800936
Graph Density : 9.88440460606598E-05
Modularity : 0.710593
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,401 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 Monday, 12 April 2021 at 04:45 UTC.
The tweets in the network were tweeted over the 7-day, 21-hour, 1-minute period from Sunday, 04 April 2021 at 06:50 UTC to Monday, 12 April 2021 at 03:52 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:
[692] beirut,lebanon [516] beirut,port [315] location,beirut [307] #lebanon,#beirut [292] beirut,road [291] damascus,street [280] ibrahim,taiwo [278] different,products [277] road,ibrahim [276] many,more Top Word Pairs in Tweet in G1:
[218] damascus,street [164] smarturl,itdamtg [164] itdamtg,iqid [164] iqid,tweet [164] tweet,calumet [164] calumet,editions [110] beirut,lebanon [110] american,physician [106] street,american [106] wife,kidnapped Top Word Pairs in Tweet in G2:
[243] beirut,port [128] ethiopian,woman [100] port,blast [79] migrant,workers [79] beirut,blast [74] woman,found [74] lebanon,april [74] april,2020 [59] grain,silos [54] port,explosion Top Word Pairs in Tweet in G3:
[73] retweets,appreciated [72] looking,internship [72] july,august [72] appreciated,thank [57] open,businesses [56] fact,solidere [56] solidere,see [56] see,itself [56] itself,become [56] become,absolute Top Word Pairs in Tweet in G4:
[191] ghassan,kanafani [191] assassinated,beirut [180] kanafani,born [180] born,today [180] today,1936 [180] 1936,akka [180] akka,palestine [180] palestine,1972 [180] 1972,assassinated [180] beirut,words Top Word Pairs in Tweet in G5:
[195] nostalgic,beirut [195] beirut,ve [195] ve,never [195] never,known [13] please,recommend [12] guys,need [12] need,help [12] help,please [12] recommend,therapists [12] therapists,beirut Top Word Pairs in Tweet in G6:
[284] beirut,road [277] ibrahim,taiwo [275] different,products [274] road,ibrahim [272] products,computers [272] many,more [272] call,whatsapp [272] whatsapp,07030266694 [268] nationwide,delivery [265] location,beirut Top Word Pairs in Tweet in G7:
[175] beirut,lebanon [43] lebanon,beirut [4] pure,heart [4] heart,open [4] open,light [4] light,filled [4] filled,elixir [4] elixir,truth [4] truth,rumi [4] rumi,#christmaseve Top Word Pairs in Tweet in G8:
[150] beirut,total [150] total,cost [150] 000,lbp [75] guys,book [75] book,finally [75] finally,available [75] available,order [75] order,lebanon [75] lebanon,orders [75] orders,within Top Word Pairs in Tweet in G9:
[30] germanembbeirut,kfw_beirut [29] jets,over [29] over,beirut [27] israeli,occupation [27] occupation,enemy [27] enemy,attacked [27] attacked,syrian [27] syrian,capital [27] capital,sounds [27] sounds,heard Top Word Pairs in Tweet in G10:
[97] beirut,lebanon [83] 2019,beirut [83] beirut,líbano [75] 2019,#tbt [68] april,2019 [67] abril,2019 [67] #tbt,premios [67] premios,#murexdor2019 [67] #murexdor2019,beirut [54] tbt,nisan Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: