The graph represents a network of 508 Twitter users whose recent tweets contained "#reef", 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 Thursday, 29 October 2020 at 14:18 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 40-minute period from Tuesday, 20 October 2020 at 10:31 UTC to Thursday, 29 October 2020 at 14:11 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 : 508
Unique Edges : 752
Edges With Duplicates : 353
Total Edges : 1105
Number of Edge Types : 5
Mentions : 199
MentionsInRetweet : 287
Retweet : 335
Tweet : 271
Replies to : 13
Self-Loops : 286
Reciprocated Vertex Pair Ratio : 0,013215859030837
Reciprocated Edge Ratio : 0,0260869565217391
Connected Components : 147
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 146
Maximum Edges in a Connected Component : 303
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3,61617
Graph Density : 0,00267902902669711
Modularity : 0,621743
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 508 Twitter users whose recent tweets contained "#reef", 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 Thursday, 29 October 2020 at 14:18 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 40-minute period from Tuesday, 20 October 2020 at 10:31 UTC to Thursday, 29 October 2020 at 14:11 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 : #reef
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:
[61] #coral,#reef [57] #florida,#fl [56] confetti,#naturecuts [56] #naturecuts,#etsy [56] #etsy,#confetti [56] #confetti,#vinyl [56] #vinyl,#vinylstickers [56] #vinylstickers,#sticker [56] #sticker,#decals [56] #party,#event Top Word Pairs in Tweet in G1:
[17] #coral,#reef [12] governor,cuomo [12] cuomo,grows [12] grows,artificial [12] artificial,reef [12] reef,network [12] network,addition [12] addition,16 [12] 16,rail [12] rail,cars Top Word Pairs in Tweet in G2:
[23] #newdiscovery,#researchers [23] #researchers,schmidtocean [23] schmidtocean,expedition [23] expedition,discovered [23] discovered,500m [23] 500m,tall [23] tall,4km [23] 4km,wide [23] wide,#coralreef [23] #coralreef,#gbr Top Word Pairs in Tweet in G3:
[57] #florida,#fl [56] confetti,#naturecuts [56] #naturecuts,#etsy [56] #etsy,#confetti [56] #confetti,#vinyl [56] #vinyl,#vinylstickers [56] #vinylstickers,#sticker [56] #sticker,#decals [56] #party,#event [56] #event,#birthday Top Word Pairs in Tweet in G4:
[22] ocean,acidification [11] future,long [11] long,term [11] term,research [11] research,shows [11] shows,ocean [11] acidification,ramping [11] ramping,#greatbarrierreef [11] #greatbarrierreef,time [11] time,study Top Word Pairs in Tweet in G5:
[22] archinsurance,britinsurance [22] hamiltoninsures,starrcompanies [22] starrcompanies,wrbunderwriting [22] wrbunderwriting,lloydsoflondon [21] great,barrier [21] barrier,#reef [21] #reef,killed [21] killed,global [21] global,heating [21] britinsurance,hamiltoninsures Top Word Pairs in Tweet in G6:
[22] coral,#reef [13] scientists,discover [13] discover,500 [13] 500,meter [13] meter,tall [13] tall,coral [13] #reef,#greatbarrierreef [13] #greatbarrierreef,discovered [13] discovered,120 [9] researchers,publish Top Word Pairs in Tweet in G7:
[10] #reef,flats [7] rivoli,island [7] island,#reef [7] flats,sparse [7] sparse,assemblage [7] assemblage,#invertebrates [7] #invertebrates,including [7] including,key [7] key,sediment [7] sediment,producers Top Word Pairs in Tweet in G8:
[5] bccorecommunity,reefdefi [4] amaloversclub,reefdefi [4] long,term [4] #reef,finance [3] reefdefi,long [3] term,vision [3] vision,industry [3] industry,#reef [2] finance,team [2] team,works Top Word Pairs in Tweet in G9:
[16] iding,#fish [16] #seagrass,#reef [13] excited,lead [13] lead,paper [13] paper,#deeplearning [13] #deeplearning,monitoring [13] monitoring,tool [13] tool,fish [13] fish,#seagrass [13] #reef,models Top Word Pairs in Tweet in G10:
[6] live,streaming [6] streaming,newly [6] newly,discovered [6] discovered,#reef [6] #reef,#gbr [6] #gbr,500 [6] 500,tall [6] tall,detached [6] detached,reef [6] reef,detached Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
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: