COP and Climate, Twitter, 1/11/2023 9:22:00 AM, 287719


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COP and Climate Twitter NodeXL SNA Map and Report for Wednesday, 11 January 2023 at 09:15 UTC
COP and Climate Twitter NodeXL SNA Map and Report for Wednesday, 11 January 2023 at 09:15 UTC
From:
Smartkiwi
Uploaded on:
January 11, 2023
Short Description:
COP and Climate via NodeXL https://bit.ly/3ZreDzm
@sultanahmadali
@ionathomson14
@saleemulhuq
@mock_cop
@ucu
@baraka_machumu
@ipcc_ch
@un
@attilayesthehun
@antonioguterres

Top hashtags:
#geneva
#climatejustice
#cop27
#climate
#biodiversity
#cop28
#climatecrisis

Description:
Description
The graph represents a network of 849 Twitter users whose recent tweets contained "COP and Climate", 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, 11 January 2023 at 09:20 UTC.

The tweets in the network were tweeted over the 9-day, 20-hour, 10-minute period from Sunday, 01 January 2023 at 12:54 UTC to Wednesday, 11 January 2023 at 09:05 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


Overall Graph Metrics
Vertices : 849
Unique Edges : 923
Edges With Duplicates : 61
Total Edges : 984
Number of Edge Types : 5
Tweet : 100
Retweet : 491
Replies to : 83
Mentions : 165
MentionsInRetweet : 145
Self-Loops : 107
Reciprocated Vertex Pair Ratio : 0.00945626477541371
Reciprocated Edge Ratio : 0.0187353629976581
Connected Components : 164
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 275
Maximum Edges in a Connected Component : 290
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.30455
Graph Density : 0.00118619019045714
Modularity : 0.823135
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 849 Twitter users whose recent tweets contained "COP and Climate", 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, 11 January 2023 at 09:20 UTC.

The tweets in the network were tweeted over the 9-day, 20-hour, 10-minute period from Sunday, 01 January 2023 at 12:54 UTC to Wednesday, 11 January 2023 at 09:05 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 : COP and Climate
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://twitter.com/assaadrazzouk/status/1612036253926715393
[15] https://www.politico.eu/article/german-weather-presenter-climate-change-million-living-room/
[11] https://eco-act.com/cop/cop27-key-takeaways/
[11] https://www.cnbc.com/2022/11/20/cop27-new-global-climate-deal-struck-at-conference-in-egypt.html?__source=sharebar|twitter&par=sharebar
[11] https://www.tickettailor.com/events/oxfordrealfarmingconference/717391
[10] https://www.youtube.com/watch?v=0_uypiQk9-I&feature=youtu.be

[10] https://www.project-syndicate.org/commentary/cop-27-cop-15-notable-breakthroughs-and-shortcomings-by-may-boeve-2023-01
[7] https://news.mongabay.com/2023/01/on-climate-biodiversity-where-are-we-post-cop-15-commentary/
[7] https://www.axios.com/local/atlanta/2022/12/15/atlanta-cop-city-occupation-activists-charged-with-domestic-terrorism
[7] https://cointelegraph.com/news/decentralized-solutions-for-climate-change-are-key-as-cop-disappoints

Top URLs in Tweet in G2:
[8] https://eco-act.com/cop/cop27-key-takeaways/
[3] https://www.hindustantimes.com/opinion/india-must-be-alert-to-changing-climate-politics-101672842472825.html
[2] https://www.linkedin.com/feed/update/urn:li:share:7018599722550538240
[1] https://unfoundation.org/
[1] https://unfoundation.org/blog/post/climate-issues-to-watch-in-2023-toward-cop-28-and-faster-more-urgent-climate-action/#.Y7KY-e1neZE.twitter
[1] https://www.hbs.edu/environment/podcast/Pages/podcast-details.aspx?episode=4396279023
[1] https://rumble.com/v23ct8a-climate-change-as-a-religion.html
[1] https://unfoundation.org/blog/post/climate-issues-to-watch-in-2023-toward-cop-28-and-faster-more-urgent-climate-action/
[1] https://moderndiplomacy.eu/2023/01/03/analyzing-the-cop-27-and-its-loss-and-damage-fund-agreement/
[1] https://www.stears.co/premium/article/cop-27-how-to-talk-about-climate-change-with-africa/

Top URLs in Tweet in G3:
[6] https://www.axios.com/2022/11/08/us-climate-change-report-emissions-cop

Top URLs in Tweet in G4:
[2] https://public.wmo.int/en/our-mandate/climate/wmo-unfccc-cop/cop27
[2] https://rewilding-danube-delta.com/news/danube-delta-recognised-as-role-model-for-nature-restoration-at-cop-15/
[2] https://forest-restoration.eu/what-twitter-images-tell-us-about-cop27-issues-a-focus-on-the-forests-and-climate-leaders-partnership-and-biodiversity-day/
[1] https://gpsnews.ucsd.edu/can-cop-keep-up-with-an-evolving-climate-effort/
[1] https://medium.com/mayorsohi/my-takeaways-from-cop-27-and-edmontons-role-in-fighting-climate-change-part-2-ab2892358215

Top URLs in Tweet in G5:
[9] https://www.project-syndicate.org/commentary/cop-27-cop-15-notable-breakthroughs-and-shortcomings-by-may-boeve-2023-01
[3] https://www.project-syndicate.org/commentary/cop-27-cop-15-notable-breakthroughs-and-shortcomings-by-may-boeve-2023-01?utm_source=twitter&utm_medium=organic-social&utm_campaign=page-posts-jan23&utm_post-type=link&utm_format=16:9&utm_creative=link-image&utm_post-date=2022-01-04
[2] https://www.project-syndicate.org/c/yVFJFkv
[2] https://www.project-syndicate.org/commentary/cop-27-cop-15-notable-breakthroughs-and-shortcomings-by-may-boeve-2023-01?utm_source=facebook&utm_medium=organic-social&utm_campaign=page-posts-jan23&utm_post-type=link&utm_format=16:9&utm_creative=link-image&utm_post-date=2022-01-04
[1] https://sdg.iisd.org/events/2022-un-climate-change-conference-unfccc-cop-28/
[1] https://www.project-syndicate.org/commentary/cop-27-cop-15-notable-breakthroughs-and-shortcomings-by-may-boeve-2023-01?utm_source=twitter&utm_medium=organic-social&utm_campaign=page-posts-jan23&utm_post-type=link&utm_format=16:9&utm_creative=link-image&utm_post-date=2022-01-06
[1] https://www.ehn.org/climate-change-cop-2658803975.html

Top URLs in Tweet in G6:
[11] https://www.cnbc.com/2022/11/20/cop27-new-global-climate-deal-struck-at-conference-in-egypt.html?__source=sharebar|twitter&par=sharebar
[6] https://twitter.com/MakedaTaylor/status/1612482640099278849

Top URLs in Tweet in G7:
[15] https://www.politico.eu/article/german-weather-presenter-climate-change-million-living-room/
[2] https://www.nytimes.com/2023/01/10/opinion/scientist-fired-climate-change-activism.html
[2] https://www.theguardian.com/environment/2022/aug/10/forests-changes-global-heating-arctic-amazon-studies
[2] https://www.treehugger.com/calls-for-taxing-private-jets-are-getting-louder-7091024?utm_source=twitter&utm_medium=social&utm_campaign=shareurlbuttons

Top URLs in Tweet in G9:
[18] https://twitter.com/assaadrazzouk/status/1612036253926715393

Top URLs in Tweet in G10:
[11] https://www.tickettailor.com/events/oxfordrealfarmingconference/717391
[1] https://www.crowdcast.io/e/enehnds1/15

Top Domains
Top Domains in Tweet in Entire Graph:
[32] twitter.com
[18] project-syndicate.org
[15] politico.eu
[13] axios.com
[11] youtube.com
[11] eco-act.com
[11] cnbc.com
[11] tickettailor.com
[8] unfoundation.org
[7] mongabay.com

Top Domains in Tweet in G2:
[8] eco-act.com
[4] unfoundation.org
[3] hindustantimes.com
[2] billionaireclubcollc.com
[2] linkedin.com
[2] corruptionbycops.com
[1] hbs.edu
[1] rumble.com
[1] moderndiplomacy.eu
[1] stears.co

Top Domains in Tweet in G3:
[6] axios.com

Top Domains in Tweet in G4:
[2] wmo.int
[2] rewilding-danube-delta.com
[2] forest-restoration.eu
[1] ucsd.edu
[1] medium.com

Top Domains in Tweet in G5:
[17] project-syndicate.org
[1] iisd.org
[1] ehn.org

Top Domains in Tweet in G6:
[11] cnbc.com
[6] twitter.com

Top Domains in Tweet in G7:
[15] politico.eu
[2] nytimes.com
[2] theguardian.com
[2] treehugger.com

Top Domains in Tweet in G9:
[18] twitter.com

Top Domains in Tweet in G10:
[11] tickettailor.com
[1] crowdcast.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[262] geneva
[262] climatejustice
[33] cop27
[27] climate
[18] biodiversity
[18] cop28
[17] climatecrisis
[13] climateaction
[12] land
[11] orfc23



Top Hashtags in Tweet in G1:
[261] geneva
[261] climatejustice

Top Hashtags in Tweet in G2:
[4] climate
[3] cop27
[3] opinion
[3] htpremium
[3] cop
[2] climateaction
[2] climatecrisis
[2] climateemergency
[1] sharmelsheikh
[1] climatetransperancy

Top Hashtags in Tweet in G4:
[4] cop27
[2] rewilding
[2] restorationflagship
[2] cop15
[2] fornature
[2] climate
[2] biodiversity
[1] yeg
[1] yegcc

Top Hashtags in Tweet in G5:
[2] climate
[1] un

Top Hashtags in Tweet in G6:
[2] cop27
[2] showusthemoney
[2] payupforlossanddamage

Top Hashtags in Tweet in G7:
[2] fasterthanexpected
[2] climate

Top Hashtags in Tweet in G9:
[18] cop28

Top Hashtags in Tweet in G10:
[11] orfc23
[1] orfcglobal
[1] orfc2023

Top Words
Top Words in Tweet in Entire Graph:
[931] climate
[787] pakistan
[572] cop
[299] 27
[289] damage
[288] loss
[285] conference
[282] fund
[273] community
[270] case

Top Words in Tweet in G1:
[783] pakistan
[522] climate
[261] conference
[261] community
[261] cop
[261] great
[261] loss
[261] catastrophic
[261] view
[261] resilient

Top Words in Tweet in G2:
[63] climate
[39] cop
[22] change
[16] business
[15] world
[13] cop27
[12] #
[12] leaders
[11] 27
[11] meeting

Top Words in Tweet in G3:
[58] overshoot
[35] emissions
[29] rising
[29] required
[29] failed
[29] current
[29] urgent
[29] climate
[29] adaptation
[29] mitigation

Top Words in Tweet in G4:
[14] unep
[14] wmo
[12] unfccc
[12] wef
[8] cop27p
[7] un
[6] bugs
[6] fun
[6] east
[6] ipcc_ch

Top Words in Tweet in G5:
[30] climate
[13] mayboeve
[9] reflections
[9] experimenting
[9] regions
[9] cities
[9] mobilize
[9] towns
[9] world
[9] work

Top Words in Tweet in G6:
[32] cop
[26] climate
[18] deal
[14] damage
[14] loss
[11] poorer
[11] damage'
[11] historic
[11] fund
[11] agrees

Top Words in Tweet in G7:
[30] weather
[19] change
[19] climate
[15] özden
[15] terli
[15] media
[15] broadcast
[15] terliwetter
[15] cop
[15] zdf

Top Words in Tweet in G9:
[36] greenwashing
[36] fossil
[18] throwing
[18] led
[18] time
[18] ops
[18] fuels
[18] cop
[18] convention
[18] photo

Top Words in Tweet in G10:
[14] 00
[14] gmt
[14] jan
[12] climate
[12] strategies
[12] solution
[12] advocacy
[12] agroecology
[12] cop
[12] grassroots

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[299] cop,27
[288] loss,damage
[265] damage,fund
[263] 27,loss
[262] opportunity,pakistan
[262] case,community
[262] pakistan,present
[262] endeavor,#climatejustice
[262] pakistan,#geneva
[262] view,cop

Top Word Pairs in Tweet in G1:
[261] keeping,view
[261] opportunity,pakistan
[261] resilient,pakistan
[261] #geneva,great
[261] catastrophic,case
[261] community,pakistan
[261] 27,loss
[261] case,community
[261] great,opportunity
[261] loss,damage

Top Word Pairs in Tweet in G2:
[22] climate,change
[11] cop,27
[9] #,#
[9] 27th,un
[8] key,takeaways
[8] action,being
[8] annual,meeting
[8] business,leaders
[8] assess,action
[8] business,cop27

Top Word Pairs in Tweet in G3:
[29] emissions,rising
[29] cop,processes
[29] overshoot,mantra
[29] urgent,adaptation
[29] mantra,current
[29] failed,overshoot
[29] overshoot,urgent
[29] rising,cop
[29] adaptation,mitigation
[29] system,overshoot

Top Word Pairs in Tweet in G4:
[12] wmo,unep
[6] unfccc,cop27p
[6] remnants,failed
[6] unfortunately,infiltrated
[6] ipcc_ch,unfccc
[6] education,gulags
[6] wef,governments
[6] wef,wmo
[6] unep,remnants
[6] failed,east

Top Word Pairs in Tweet in G5:
[9] work,mobilize
[9] towns,cities
[9] scale,reflections
[9] cities,regions
[9] creative,climate
[9] climate,solutions
[9] mobilize,support
[9] mayboeve,phase
[9] identify,work
[9] experimenting,creative

Top Word Pairs in Tweet in G6:
[14] loss,damage
[11] agrees,'loss
[11] 'loss,damage'
[11] deal,poorer
[11] poorer,nations
[11] damage',fund
[11] nations,cop
[11] climate,summit
[11] cop,climate
[11] historic,deal

Top Word Pairs in Tweet in G7:
[17] climate,change
[15] world,link
[15] terli,terliwetter
[15] change,zdf
[15] extreme,weather
[15] stream,media
[15] weather,climate
[15] broadcast,world
[15] main,stream
[15] link,extreme

Top Word Pairs in Tweet in G9:
[18] absolute,waste
[18] ops,attached
[18] waste,time
[18] cop,climate
[18] time,being
[18] fossil,fuels
[18] #cop28,credibility
[18] throwing,greenwashing
[18] conferences,fossil
[18] climate,conferences

Top Word Pairs in Tweet in G10:
[14] 00,gmt
[14] jan,00
[12] advocacy,strategies
[12] agroecology,climate
[12] solution,grassroots
[12] strategies,cop
[12] grassroots,advocacy
[12] climate,solution
[7] defending,indigenous
[7] indigenous,territories

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@terliwetter
@mayboeve
@unfccc
@cop27p
@wmo
@unep
@orfc
@350
@ipcc_ch
@pik_climate

Top Mentioned in G4:
@unfccc
@cop27p
@wmo
@unep
@pik_climate
@rahmstorf
@ipcc_ch
@wef
@endangeredlands
@europeanforest

Top Mentioned in G5:
@mayboeve
@350
@stopeacop
@prosyn
@un
@antonioguterres
@canintl
@ipcc_ch

Top Mentioned in G7:
@terliwetter
@string

Top Mentioned in G8:
@nadgll
@adilnajam
@amjaddadda
@ulfateh
@zaighamhabib
@int_urb
@awarenessshaoor
@zulfiqarahmed69
@afiasalam
@drahsanrajput

Top Mentioned in G10:
@orfc
@via_campesina
@afsafrica
@fundagroecology
@laluora
@3rdworldnetwork
@jve_int
@zimsoff

Top Tweeters
Top Tweeters in Entire Graph:
@httweets
@sar_oso
@reuters
@varun18vijay
@dawnroseturner
@irisstylosa
@annbank41695841
@politico
@ahmedabdelaziz1
@ewestaway

Top Tweeters in G1:
@meerbalachkhan6
@faiqasalman
@saeedamd1
@ali422786
@drkhadimhusain1
@faseehaalisaqfi
@sajjad00857456
@bapny
@faseehachoudhry
@marifsultani422

Top Tweeters in G2:
@httweets
@uaenews
@llcbillionaire
@therogue_elf
@stearsinsights
@bobhillbrain
@iskingofkings0
@lamont66c
@shahid_h_raja
@nrginstitute

Top Tweeters in G3:
@agussari
@peterofallon1
@bergista1
@stellastafford
@drlarrybkeating
@nitrogl41152579
@scottnewell
@abmorrell
@pboucneau
@presafgeloc704

Top Tweeters in G4:
@mkjkimk
@wef
@dawntj90
@anonylyzer13
@unep
@unfccc
@bobgile96948893
@ronressler3
@amarjeetsohiyeg
@europeanforest

Top Tweeters in G5:
@dawnroseturner
@bredsedatelmjao
@prosyn
@un
@350
@envirhealthnews
@janebersole
@alexistorigonz8
@350triangle
@bzsawyer

Top Tweeters in G6:
@sar_oso
@lifepath23
@seekhopeact
@daviskathy02
@edithkuiper
@farooqtariq3
@mouse_math
@rogeecoloco
@leon_mugisho
@climate_alert

Top Tweeters in G7:
@ecowarriorss
@pbrown4348
@amitochondrio
@terliwetter
@dogsrulex1000
@inbaycountry
@robinsmithak
@al72568477
@thierryaaron
@_elliizzaabeth_

Top Tweeters in G8:
@afiasalam
@amjaddadda
@maniackumar
@ulfateh
@fiyyazahmed_06
@zulfiqarahmed69
@drahsanrajput
@adilnajam
@s_maryam8
@greenpktv

Top Tweeters in G9:
@suevisa
@loufreshwater
@jsgaetano
@dorobuk
@mandyhager
@dreahouston
@videar
@grumpy_linguist
@jamie_margolin
@penguinchanel

Top Tweeters in G10:
@ewestaway
@bagaluesunab
@zuwenakhatib
@jo_zinac
@lemap_be
@orfc
@via_campesina
@fundagroecology
@afsafrica
@jcasperd


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