The graph represents a network of 12 493 Twitter users whose recent tweets contained "(ocean OR sea OR lake) (plastic OR pollution)", 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, 25 November 2020 at 07:47 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 27-minute period from Sunday, 15 November 2020 at 18:06 UTC to Tuesday, 24 November 2020 at 21:34 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 : 12493
Unique Edges : 15950
Edges With Duplicates : 1976
Total Edges : 17926
Number of Edge Types : 5
Retweet : 8313
Tweet : 2364
Mentions : 2301
MentionsInRetweet : 3947
Replies to : 1001
Self-Loops : 2426
Reciprocated Vertex Pair Ratio : 0,0112645099251322
Reciprocated Edge Ratio : 0,0222780683284657
Connected Components : 2317
Single-Vertex Connected Components : 1258
Maximum Vertices in a Connected Component : 7321
Maximum Edges in a Connected Component : 12281
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5,585554
Graph Density : 9,43403746379753E-05
Modularity : 0,805612
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 12 493 Twitter users whose recent tweets contained "(ocean OR sea OR lake) (plastic OR pollution)", 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, 25 November 2020 at 07:47 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 27-minute period from Sunday, 15 November 2020 at 18:06 UTC to Tuesday, 24 November 2020 at 21:34 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 : (ocean OR sea OR lake) (plastic OR pollution)
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:
[2259] plastic,waste [2030] tons,plastic [1434] million,tons [1406] plastic,pollution [1378] reduce,plastic [1339] ocean,plastics [1331] marine,debris [1330] oceans,waterways [1330] plastics,initiative [1328] debris,oceans Top Word Pairs in Tweet in G1:
[1320] plastic,waste [1317] reduce,plastic [1317] marine,debris [1317] debris,oceans [1317] oceans,waterways [1316] billion,ocean [1316] ocean,plastics [1316] plastics,initiative [1315] initiative,reduce [1258] tons,plastic Top Word Pairs in Tweet in G2:
[189] ocean,plastic [154] sea,animals [140] items,home [140] home,harming [139] harming,america [139] america,sea [85] plastic,ocean [83] plastic,pollution [79] plastic,waste [58] deepest,ocean Top Word Pairs in Tweet in G3:
[471] sea,turtles [393] plastic,pollution [285] plastic,waste [258] brings,problem [258] problem,home [233] ocean,plastic [213] single,plastics [208] sea,turtle [205] marine,mammals [195] plastic,packaging Top Word Pairs in Tweet in G4:
[472] metric,tons [472] tons,plastic [472] plastic,flowing [472] flowing,ocean [472] ocean,drowning [472] drowning,plastic [472] plastic,resurface [472] resurface,world [472] world,leaders [472] leaders,urgently Top Word Pairs in Tweet in G5:
[119] tons,plastic [118] 14,million [118] million,tons [118] plastic,sitting [118] sitting,ocean [111] plastic,pollution [98] happening,plastic [98] plastic,blood [98] blood,insects [98] insects,disappearing Top Word Pairs in Tweet in G6:
[148] plastic,pollution [144] marine,life [143] threatening,marine [141] ocean,losing [141] losing,oxygen [141] oxygen,threatening [141] life,fisheries [141] fisheries,#climatechange [141] #climatechange,nutrient [141] nutrient,pollution Top Word Pairs in Tweet in G7:
[226] coral,reefs [210] 500,endangered [210] endangered,sea [210] sea,animals [210] animals,killed [210] killed,plastic [210] plastic,waste [210] waste,2009 [210] 2009,2018 [210] 2018,report Top Word Pairs in Tweet in G8:
[115] single,plastic [94] cleanup,crews [83] crews,conducted [83] conducted,mission [83] mission,pengambengan [83] pengambengan,ocean [83] ocean,coast [83] coast,bali [83] bali,recover [83] recover,150 Top Word Pairs in Tweet in G9:
[55] plastic,pollution [52] set,treble [52] treble,2025 [52] 2025,challenge [52] challenge,immense [52] immense,urgent [52] time,negotiate [52] negotiate,global [52] global,agreement [52] agreement,coordinate Top Word Pairs in Tweet in G10:
[51] #plasticfree,#plasticpollution [41] #ecofriendly,#eco [41] #eco,#ecofriendlyliving [41] #ecofriendlyliving,#pollutionfree [41] #pollutionfree,#plasticfree [41] #plasticpollution,#positivenews [41] #positivenews,#environmentallyfriendly [41] #environmentallyfriendly,#environnement [41] #environnement,#ecofriendly [41] #ecofriendly,#pollution 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 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 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: