The graph represents a network of 20,168 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 Wednesday, 05 August 2020 at 20:01 UTC.
The tweets in the network were tweeted over the 12-minute period from Wednesday, 05 August 2020 at 19:05 UTC to Wednesday, 05 August 2020 at 19:18 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 : 20168
Unique Edges : 23992
Edges With Duplicates : 2231
Total Edges : 26223
Number of Edge Types : 5
Retweet : 15932
Replies to : 613
Tweet : 5202
MentionsInRetweet : 3083
Mentions : 1393
Self-Loops : 5271
Reciprocated Vertex Pair Ratio : 0.00157402852926709
Reciprocated Edge Ratio : 0.00314310971417346
Connected Components : 3606
Single-Vertex Connected Components : 1178
Maximum Vertices in a Connected Component : 10677
Maximum Edges in a Connected Component : 15665
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.989974
Graph Density : 5.00629344340091E-05
Modularity : 0.828325
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 20,168 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 Wednesday, 05 August 2020 at 20:01 UTC.
The tweets in the network were tweeted over the 12-minute period from Wednesday, 05 August 2020 at 19:05 UTC to Wednesday, 05 August 2020 at 19:18 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:
[2549] help,provide [1336] huge,explosion [1313] half,city [1288] 24,hours [1285] provide,support [1284] donate,money [1284] beirut,help [1281] explosion,destroyed [1280] relief,beirut [1277] explosion,beirut Top Word Pairs in Tweet in G1:
[2540] help,provide [1270] partnering,schoolclosedmi [1270] schoolclosedmi,help [1270] provide,relief [1270] relief,beirut [1270] beirut,huge [1270] huge,explosion [1270] explosion,destroyed [1270] destroyed,half [1270] half,city Top Word Pairs in Tweet in G2:
[94] beirut,explosion [69] explosión,beirut [46] beirut,blast [46] beirut,lebanon [40] explosion,beirut [36] #beirut,#beirutexplosion [35] ammonium,nitrate [35] #beirut,#lebanon [26] people,beirut [15] happened,beirut Top Word Pairs in Tweet in G3:
[85] explosion,beirut [75] 300,000 [73] beirut,port [66] ammonium,nitrate [64] massive,explosion [60] #beirut,port [51] beirut,blast [50] explosion,happened [48] 100,people [46] beirut,explosion Top Word Pairs in Tweet in G4:
[600] insane,bride [600] bride,taking [600] taking,wedding [600] wedding,photos [600] photos,explosion [600] explosion,happens [600] happens,beirut [600] beirut,one [600] one,lucky [600] lucky,ones Top Word Pairs in Tweet in G5:
[419] yesterday,explosion [389] bride,taking [389] taking,wedding [389] wedding,photos [389] photos,yesterday [389] explosion,happened [389] happened,beirut [389] beirut,co [389] co,2eh1eyqut8 [30] video,showing Top Word Pairs in Tweet in G6:
[104] warehouse,explosion [102] massive,warehouse [62] video,bride [62] bride,wedding [62] wedding,day [62] day,beirut [62] beirut,captures [62] captures,moment [62] moment,massive [62] explosion,ripped Top Word Pairs in Tweet in G7:
[77] august,2020 [65] explosion,beirut [47] massive,explosion [46] today,august [45] #beirut,#lebanon [42] #beirut,explosion [37] beirut,explosion [32] blast,#beirut [32] ammonium,nitrate [30] social,media Top Word Pairs in Tweet in G8:
[124] puerto,beirut [78] explosión,beirut [64] gran,explosión [57] explosión,#beirut [55] produjo,gran [48] transeúnte,grababa [48] grababa,cerca [48] cerca,incendio [48] incendio,puerto [48] beirut,produjo Top Word Pairs in Tweet in G9:
[127] beirut,support [124] hearts,go [123] support,redcrosslebanon [120] song,connection [120] connection,solidarity [120] solidarity,hearts [120] go,beirut [48] beirut,blast [48] warning,upsetting [46] afraid,baby Top Word Pairs in Tweet in G10:
[117] explosión,beirut [112] beirut,líbano [96] momento,explosión [92] novia,posa [92] sesión,fotográfica [91] posa,sesión [91] fotográfica,momento [89] líbano,mahmoud [88] mahmoud,nakib [88] nakib,reuters 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 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 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: