The graph represents a network of 18,045 Twitter users whose recent tweets contained "#COP28", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 11/27/2023 12:00:00 AM and 12/4/2023 7:34:33 AM. The network was obtained from Twitter on Monday, 04 December 2023 at 20:40 UTC.
The tweets in the network were tweeted over the 1249-day, 7-hour, 35-minute period from Friday, 03 July 2020 at 07:57 UTC to Monday, 04 December 2023 at 15:33 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 18045
Unique Edges : 25743
Edges With Duplicates : 8798
Total Edges : 34541
Number of Edge Types : 9
Retweet : 16314
MentionsInRetweet : 6752
Mentions : 5255
Replies to : 631
Tweet : 3436
MentionsInReplyTo : 555
MentionsInQuote : 705
Quote : 834
MentionsInQuoteReply : 59
Self-Loops : 4396
Reciprocated Vertex Pair Ratio : 0.0180722891566265
Reciprocated Edge Ratio : 0.0355029585798817
Connected Components : 1748
Single-Vertex Connected Components : 761
Maximum Vertices in a Connected Component : 13544
Maximum Edges in a Connected Component : 29235
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.558477
Graph Density : 7.99314553833156E-05
Modularity : 0.688974
NodeXL Version : 1.0.1.526
Data Import : The graph represents a network of 18,045 Twitter users whose recent tweets contained "#COP28", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 11/27/2023 12:00:00 AM and 12/4/2023 7:34:33 AM. The network was obtained from Twitter on Monday, 04 December 2023 at 20:40 UTC.
The tweets in the network were tweeted over the 1249-day, 7-hour, 35-minute period from Friday, 03 July 2020 at 07:57 UTC to Monday, 04 December 2023 at 15:33 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #COP28
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1254] climate,change [558] presidente,petrogustavo [533] climate,action [487] day,#cop28 [480] fossil,fuels [471] #cop28,dubai [425] sultan,jaber [412] fossil,fuel [412] explotación,oro [411] páramo,fundamentalmente Top Word Pairs in Tweet in G1:
[224] day,#cop28 [181] climate,action [179] fossil,fuel [174] fossil,fuels [152] climate,change [109] #cop28,climate [104] oil,gas [75] today,#cop28 [72] phase,fossil [68] climate,hub Top Word Pairs in Tweet in G2:
[190] climate,change [175] #cop28,#savesoil [150] #sadhguruatcop28,#cop28 [150] cop28_uae,cpsavesoil [146] sadhgurujv,#sadhguruatcop28 [142] tamaraah___,cop28_uae [142] #savesoil,tamaraah___ [105] climate,action [78] save,soil [72] #savesoil,#cop28 Top Word Pairs in Tweet in G3:
[556] presidente,petrogustavo [410] explotación,oro [409] proteger,páramo [409] fundamentalmente,agua [409] habrá,explotación [409] agua,presidente [409] páramo,fundamentalmente [409] santurbán,proteger [409] oro,santurbán [408] presidente,pe Top Word Pairs in Tweet in G4:
[82] climate,change [57] #cop28,#cop28uae [30] fossil,fuels [22] climate,action [21] sultan,jaber [18] fossil,fuel [18] phase,fossil [16] read,more [16] learn,more [15] #cop28,#climateaction Top Word Pairs in Tweet in G5:
[91] cumbre,líderes [88] diazcanelb,#cop28 [83] cambio,climático [74] 77,china [67] early,warning [67] warning,systems [64] antonioguterres,world [64] presidente,diazcanelb [64] saving,lives [64] escalating,climate Top Word Pairs in Tweet in G6:
[325] private,jets [324] believed,co2 [324] jets,landed [324] 1000,private [324] carbon,footprint [324] reduce,carbon [324] #cop28,discuss [324] landed,#cop28 [324] footprint,truly [324] over,1000 Top Word Pairs in Tweet in G7:
[96] climate,change [36] day,#cop28 [28] climate,health [26] health,day [26] climate,action [23] action,#cop28 [23] today,#cop28 [22] impact,climate [21] climate,crisis [21] young,people Top Word Pairs in Tweet in G8:
[105] special,meeting [105] today,truly [105] shape,society [105] influential,women [105] inspired,empowered [105] society,left [105] meeting,influential [105] truly,special [105] women,shape [105] left,inspired Top Word Pairs in Tweet in G9:
[94] #cop28,#climateaction [58] #climateaction,#وام [55] التزام,غير [55] غير,مسبوق [55] في,التزام [48] مؤتمر,الأطراف [46] سلطان,الجابر [44] العمل,المناخي [41] #عام_الاستدامة,#اليوم_للغد [38] على,هامش Top Word Pairs in Tweet in G10:
[66] coming,#cop28 [65] announcements,news [65] news,coming [65] climate,scientist's [65] rank,climate [65] lots,announcements [65] #cop28,rank [64] khayhoe,lots [64] scientist's,perspect [40] #cop28,president Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: