#climatechange, Twitter, 11/25/2022 12:45:08 AM, 284915


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#climatechange_2022-11-24_16-24-33.xlsx
#climatechange_2022-11-24_16-24-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2022
Short Description:
#climatechange via NodeXL https://bit.ly/3AGBtIk
@jane__eden
@juststop_oil
@imagine_garden
@iisd_energy
@cop27p
@unbiodiversity
@unicef_thailand
@undp
@mikehudema
@ipcc_ch

Top hashtags:
#climatechange
#cop27
#climateaction
#climatecrisis
#globalwarming
#environment

Description:
Description
The graph represents a network of 6,733 Twitter users whose tweets in the requested range contained "#climatechange", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 November 2022 at 00:34 UTC.

The requested start date was Thursday, 24 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 1-day, 11-hour, 51-minute period from Monday, 21 November 2022 at 20:22 UTC to Wednesday, 23 November 2022 at 08:13 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 : 6733
Unique Edges : 4046
Edges With Duplicates : 9707
Total Edges : 13753
Number of Edge Types : 5
Retweet : 4433
MentionsInRetweet : 5879
Mentions : 1796
Tweet : 1497
Replies to : 148
Self-Loops : 1578
Reciprocated Vertex Pair Ratio : 0.0132761720370626
Reciprocated Edge Ratio : 0.0262044492971202
Connected Components : 1203
Single-Vertex Connected Components : 518
Maximum Vertices in a Connected Component : 3615
Maximum Edges in a Connected Component : 8983
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.740014
Graph Density : 0.000161649166550399
Modularity : 0.544093
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,733 Twitter users whose tweets in the requested range contained "#climatechange", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 November 2022 at 00:34 UTC.

The requested start date was Thursday, 24 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 1-day, 11-hour, 51-minute period from Monday, 21 November 2022 at 20:22 UTC to Wednesday, 23 November 2022 at 08:13 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 : GraphServerTwitterSearch
Graph Term : #climatechange
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[13] https://time.com/6234580/climate-change-children-brain-development/
[9] https://qiita.com/GridDBnet/items/7f2d2f88e8f8bb86abc1
[8] https://www.theguardian.com/environment/2022/nov/10/carbon-emissions-from-fossil-fuels-will-hit-record-high-in-2022-climate-crisis
[8] https://www.zdnet.com/article/supercomputing-can-help-address-blockchains-biggest-problem-heres-how/
[8] https://orfonline.org/expert-speaks/climate-change-and-food-security-in-the-global-south
[7] https://insights.taylorandfrancis.com/sustainability/climate-change-world-cup
[7] https://www.kalaignarseithigal.com/murasoli-thalayangam/2022/11/23/murasoli-praises-un-climate-change-conference-cop-27-2022-to-create-a-climate-compensation-fund-in-2022
[7] https://www.adelaroavaron.com/
[6] https://twinybots.ch/

Top URLs in Tweet in G1:
[31] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[6] https://goo.gl/p4mGks
[6] https://twitter.com/scarletmonahan/status/1567527779935068160/photo/1
[4] http://secure.hostgator.com/~affiliat/cgi-bin/affiliates/clickthru.cgi?id=Bankroller&page=http://www.hostgator.com/green-web-hosting.shtml
[4] https://twinybots.ch/
[3] https://www.youtube.com/watch?v=Ok8rMT2KCy0

[3] https://www.paypal.com/donate/?hosted_button_id=R4A8UFVTGA762
[2] https://insights.sphera.com/l/272282/2022-11-21/24v2j3x
[2] https://conduitstreet.mdcounties.org/2022/11/22/md-climate-change-2022-report-mixed-bag-for-counties/
[2] https://www.nationalgeographic.com/climate-change/how-to-fix-it/

Top URLs in Tweet in G2:
[3] https://www.rateitgreen.com/green-building-articles/risky-business-insurance-companies-tackle-climate-related-risk/148
[3] http://wmtc.org.in
[3] https://t.ly/a5cS
[2] https://www.youtube.com/watch?v=XPaTAC29W2I&feature=youtu.be

[2] https://twitter.com/WillGriff007/status/1594438798187761664
[2] https://www.zdnet.com/article/supercomputing-can-help-address-blockchains-biggest-problem-heres-how/
[2] https://www.globalpolicyjournal.com/blog/18/11/2022/greenwashing-dictatorship-egypt-and-just-transition
[2] https://violenceagainstchildren.un.org/sites/violenceagainstchildren.un.org/files/the-climate-crisis-and-violence-against-children.pdf
[2] https://www.undp.org/publications/gender-equality-public-administration-where-are-women-environmental-and-climate-change-ministries
[2] http://www.cec.org/events/jpac-public-forum-on-the-role-of-ports-in-fighting-climate-change-moving-the-needle-toward-industry-decarbonization/

Top URLs in Tweet in G3:
[7] https://www.adelaroavaron.com/
[4] https://www.weforum.org/agenda/2022/11/earthshot-finalists-climate-change/
[3] https://www.weforum.org/agenda/2022/11/cop27-un-summit-what-happened
[2] https://www.theguardian.com/environment/2018/may/31/avoiding-meat-and-dairy-is-single-biggest-way-to-reduce-your-impact-on-earth
[1] https://19thnews.org/2022/11/women-cop27-climate-environment-demands/
[1] https://www.weforum.org/agenda/2022/09/rising-sea-levels-global-threat
[1] http://imperial.ac.uk/many-minds
[1] https://fcld.ly/vez8crw
[1] https://fcld.ly/h6ijcb4
[1] https://www.telegraph.co.uk/news/2022/11/22/warships-could-fail-warming-seas-mods-climate-tsar-warns/

Top URLs in Tweet in G4:
[2] https://www.crowdfunder.co.uk/p/jso-no-new-oil-and-gas
[1] https://chuffed.org/project/8nxogld2g4xd
[1] https://juststopoil.org/2022/10/02/just-stop-oil-supporters-block-waterloo-bridge-for-a-second-day/

Top URLs in Tweet in G5:
[2] https://uni.cf/3Gvw36O

Top URLs in Tweet in G6:
[2] https://mdbchallenge.com/
[1] https://english.alarabiya.net/News/world/2022/11/23/Climate-change-will-fuel-infectious-diseases-Global-Fund-warns
[1] https://bit.ly/3BUeniC?utm_content=159761363&utm_medium=social&utm_source=twitter&hss_channel=tw-1054657295559225346
[1] https://apnews.com/article/europe-middle-east-africa-business-egypt-caa2477341b0d1ad420f7ebedb1e6866
[1] https://businessindia.co/magazine/new-imagination-new-methods
[1] https://unfccc.int/documents
[1] https://www.youtube.com/watch?v=m_YM_IQnh4Q

[1] https://www.theguardian.com/environment/2022/nov/20/cop27-climate-summit-egypt-key-outcomes
[1] https://www.eco-business.com/news/malaysias-election-ignores-climate-crisis-as-economy-dominates/

Top URLs in Tweet in G7:
[7] https://insights.taylorandfrancis.com/sustainability/climate-change-world-cup
[3] https://wemeantoclean.blogspot.com/2019/11/watering-and-maintenance-of-native-tree_25.html
[3] https://www.youtube.com/watch?v=zdOtI0MfbKU

[3] https://palmoildetectives.com/2022/07/31/climate-change-is-forcing-human-and-non-human-beings-to-become-climate-refugees/
[2] https://www.theguardian.com/australia-news/2022/nov/22/australia-faces-worsening-extreme-weather-events-latest-bom-and-csiro-climate-report-finds
[2] https://wemeantoclean.blogspot.com/2019/10/watering-and-maintenance-of-native-tree.html
[2] https://www.nathab.com/blog/the-new-surprising-reasons-why-travelers-visit-antarctica/
[2] https://www.newyorker.com/news/annals-of-a-warming-planet/dimming-the-sun-to-cool-the-planet-is-a-desperate-idea-yet-were-inching-toward-it
[2] https://stockhead.com.au/resources/monsters-of-rock-has-rio-tinto-cracked-this-green-steel-thing-with-biomass/
[2] https://www.leadventgrp.com/events/3rd-edition-green-hydrogen-forum/details

Top URLs in Tweet in G8:
[3] https://dailytimes.com.pk/1029998/big-win-for-bilawals-climate-diplomacy/
[2] https://twitter.com/faridmemonpyo/status/1594308633155747840
[1] https://twitter.com/NAofPakistan/status/1595298235316596739
[1] https://www.publicnewsservice.org/2022-11-21/climate-change-air-quality/this-thanksgiving-compost-your-food-scraps-and-help-save-the-planet/a81560-1
[1] https://davidsuzuki.org/press/cop27-brings-historical-fund-for-loss-and-damage-but-fossil-fuel-supremacy-prevents-meaningful-progress/?utm_source=twitter&utm_medium=tweet-link&utm_campaign=climate-phaseOutFossilFuelCOP27-en-21nov2022
[1] https://agrilinks.org/post/adapting-agriculture-climate-change-across-dry-and-vulnerable-sahel
[1] https://ssir.org/articles/entry/getting_honest_about_what_were_willing_to_risk_for_the_planet#
[1] https://twitter.com/sharjeelinam/status/1594282173535764480

Top URLs in Tweet in G9:
[4] https://grist.org/accountability/big-oil-words-and-actions-data-greenwashing/?fbclid=IwAR2isTwvzVcgUQf5FAwlnTPrjFOwutLKKQH0FQs8DW3sn3muq04qz-14UlM
[4] https://www.youtube.com/watch?v=m5ych9oDtk0&feature=youtu.be

[3] https://www.youtube.com/watch?v=aM31RyxSSCw&feature=youtu.be

[3] https://www.youtube.com/watch?v=Dp6W7g9no0w&feature=youtu.be

[3] https://www.washingtonpost.com/climate-environment/interactive/2021/russia-greenhouse-gas-emissions/?fbclid=IwAR1lEnNsT1vW3Lo3Yjd6qxr5o8ZgieC-NDLPd6VRME1aIy-3sy_sP5CUU7U
[2] https://www.csiro.au/en/research/environmental-impacts/climate-change/state-of-the-climate
[2] https://www.amazon.com/Flow-Time-Howard-Hall-Productions/dp/B07YN7BC8D/ref=sr_1_5?crid=TCUL2EQ0ZPP3&dchild=1&keywords=howard+hall+productions&qid=1585939524&sprefix=howard+hall,aps,221&sr=8-5&pldnSite=1
[2] https://www.facebook.com/watch/?v=240455717311210&ref=sharing
[2] https://thebulletin.org/2021/12/from-denial-to-delay-how-the-oil-industry-refined-its-strategy-on-climate/?fbclid=IwAR2gtFaAukggzgjoStx_Tl9QF8-0Z3XsvEGX5vgS25yXjebHXsSq37plGq8
[2] https://earth.org/us-military-pollution/?fbclid=IwAR16vkjDotwjwhImTSq7q4yi83AcIleqZnvkCEBCJeCdAC3mx7rOYWfo6ww

Top URLs in Tweet in G10:
[7] https://www.kalaignarseithigal.com/murasoli-thalayangam/2022/11/23/murasoli-praises-un-climate-change-conference-cop-27-2022-to-create-a-climate-compensation-fund-in-2022
[1] https://twitter.com/TRBRajaa/status/1595293133914656768

Top Domains
Top Domains in Tweet in Entire Graph:
[221] twitter.com
[81] youtube.com
[49] blogspot.com
[48] bit.ly
[40] theguardian.com
[27] co.uk
[22] com.au
[20] hava.solutions
[18] linkedin.com
[16] cleantechnica.com

Top Domains in Tweet in G1:
[70] twitter.com
[39] blogspot.com
[20] youtube.com
[16] cleantechnica.com
[15] linkedin.com
[10] theguardian.com
[9] co.uk
[9] instagram.com
[9] goo.gl
[5] washingtonpost.com

Top Domains in Tweet in G2:
[11] twitter.com
[7] bit.ly
[4] youtube.com
[3] undp.org
[3] rateitgreen.com
[3] theguardian.com
[3] org.in
[3] globalpolicyjournal.com
[3] t.ly
[2] iucn.org

Top Domains in Tweet in G3:
[9] weforum.org
[7] adelaroavaron.com
[3] theguardian.com
[3] twitter.com
[2] fcld.ly
[2] bit.ly
[2] earth.org
[2] reliefweb.int
[1] 19thnews.org
[1] ac.uk

Top Domains in Tweet in G4:
[2] co.uk
[1] chuffed.org
[1] juststopoil.org

Top Domains in Tweet in G5:
[2] uni.cf

Top Domains in Tweet in G6:
[2] mdbchallenge.com
[1] alarabiya.net
[1] bit.ly
[1] apnews.com
[1] businessindia.co
[1] unfccc.int
[1] youtube.com
[1] theguardian.com
[1] eco-business.com

Top Domains in Tweet in G7:
[9] climatejobslist.com
[8] com.au
[7] taylorandfrancis.com
[7] blogspot.com
[5] theguardian.com
[4] twitter.com
[3] theconversation.com
[3] youtube.com
[3] palmoildetectives.com
[2] axios.com

Top Domains in Tweet in G8:
[4] twitter.com
[3] com.pk
[1] publicnewsservice.org
[1] davidsuzuki.org
[1] agrilinks.org
[1] ssir.org

Top Domains in Tweet in G9:
[11] youtube.com
[4] grist.org
[3] com.au
[3] csiro.au
[3] washingtonpost.com
[2] twitter.com
[2] amazon.com
[2] facebook.com
[2] thebulletin.org
[2] earth.org

Top Domains in Tweet in G10:
[7] kalaignarseithigal.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4219] climatechange
[654] cop27
[362] climateaction
[252] climatecrisis
[208] globalwarming
[191] environment
[168] sustainability
[146] biodiversity
[146] climate
[130] solar



Top Hashtags in Tweet in G1:
[655] climatechange
[69] cop27
[64] globalwarming
[52] climateaction
[39] environment
[39] climatecrisis
[35] sustainability
[30] renewableenergy
[27] climate
[27] renewables

Top Hashtags in Tweet in G2:
[432] climatechange
[86] biodiversity
[52] cop27
[37] sdgadvocate
[24] climateaction
[21] climatecrisis
[14] dyk
[14] nature
[13] africa
[12] children

Top Hashtags in Tweet in G3:
[170] climatechange
[68] solar
[37] cop27
[29] climateaction
[25] climate
[20] energy
[19] environment
[18] globalwarming
[18] fossil
[18] fuel

Top Hashtags in Tweet in G4:
[49] worldcup
[31] cop27
[8] climatechange
[4] juststopoil
[4] a22network
[4] freelouis
[3] enoughisenough
[3] freejosh
[2] costoflivingcrisis
[2] civilresistance

Top Hashtags in Tweet in G5:
[95] youngpeople
[95] climateaction
[2] ureportthailand
[2] climatechange

Top Hashtags in Tweet in G6:
[219] climatechange
[14] cop27
[9] mdb
[8] food
[8] energy
[4] climateinvestments
[2] innovation
[2] entrepreneurship
[2] investment
[2] globalwarming

Top Hashtags in Tweet in G7:
[188] climatechange
[47] globalwarming
[27] bullshitjobs
[23] climateaction
[22] cop27
[22] november
[22] spring
[20] climatecrisis
[18] climate
[15] environment

Top Hashtags in Tweet in G8:
[100] climatechange
[30] cop27
[23] fund
[17] climatejustice
[14] bbzleadingclimatejustice
[9] ypf
[8] fmofpak
[2] agriculture
[2] unga
[2] environment

Top Hashtags in Tweet in G9:
[47] climatechange
[32] fossilfuels
[27] climatecrisis
[26] auspol
[20] fossilfuelsubsidies
[14] pollution
[12] chemicalpollution
[11] fridaysforfuture
[11] climatetalk
[11] stopfossilfuel

Top Hashtags in Tweet in G10:
[138] climatechange
[7] climateemergency
[7] unclimatechange
[7] cop27
[7] cop27egypt
[2] murasoli

Top Words
Top Words in Tweet in Entire Graph:
[4200] #climatechange
[1014] climate
[645] #cop27
[630] more
[552] people
[483] change
[362] #climateaction
[358] proud
[341] carbon
[315] gas

Top Words in Tweet in G1:
[654] #climatechange
[133] climate
[93] more
[86] change
[69] #cop27
[64] #globalwarming
[63] global
[52] #climateaction
[39] #climatecrisis
[39] #environment

Top Words in Tweet in G2:
[433] #climatechange
[210] carbon
[126] more
[111] critical
[110] sinks
[109] natural
[107] unbiodiversity
[95] fact
[93] soil
[92] earth's

Top Words in Tweet in G3:
[170] #climatechange
[102] mikehudema
[97] farm
[72] power
[70] world's
[70] largest
[70] solutions
[68] dubai
[68] site
[68] building

Top Words in Tweet in G4:
[297] juststop_oil
[288] really
[267] people
[145] bbclookeast
[145] going
[145] know
[144] affecting
[144] worse
[144] lives
[144] dig

Top Words in Tweet in G5:
[276] proud
[276] loud
[274] unicef_thailand
[182] bambam1a
[181] องส
[181] งเวลาท
[181] ยงเร
[181] อม
[181] นใหม
[181] งแวดล

Top Words in Tweet in G6:
[219] #climatechange
[196] impacts
[187] feeling
[187] developing
[181] oil
[181] gas
[180] still
[180] pushing
[180] already
[180] government

Top Words in Tweet in G7:
[188] #climatechange
[62] climate
[47] #globalwarming
[35] change
[31] energy
[28] non
[27] #bullshitjobs
[26] dear
[24] children
[24] developing

Top Words in Tweet in G8:
[130] bbhuttozardari
[106] feel
[100] #climatechange
[92] first
[61] impact
[56] countries
[55] developing
[53] proud
[53] generation
[39] damage

Top Words in Tweet in G9:
[98] climate
[57] peter
[57] dutton
[57] leader
[56] landmark
[56] jugular
[56] pm
[56] went
[56] asked
[56] opposition

Top Words in Tweet in G10:
[138] #climatechange
[129] trbrajaa
[21] க
[15] ல
[12] த
[8] தல
[7] #cop27egypt
[7] #cop27
[7] கம
[7] #unclimatechange

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[402] climate,change
[282] oil,gas
[280] loud,proud
[278] unicef_thailand,loud
[242] impacts,#climatechange
[184] งเส,ยงเร
[184] ยงเร,องส
[184] อม,มาจอยท
[184] มาจอยท,ม
[184] งแวดล,อม

Top Word Pairs in Tweet in G1:
[72] climate,change
[35] global,warming
[34] #globalwarming,#climatechange
[21] #tesla,#ev
[21] more,beneficial
[21] warming,more
[20] #climatechange,#nytimes
[20] #guardian,#wsj
[20] #nytimes,#guardian
[19] #greta,believe

Top Word Pairs in Tweet in G2:
[108] natural,carbon
[108] carbon,sinks
[91] down,#climatechange
[91] earth's,natural
[91] slowing,down
[91] #climatechange,fact
[91] sinks,critical
[91] contains,more
[91] more,carbon
[91] critical,slowing

Top Word Pairs in Tweet in G3:
[70] world's,largest
[68] farm,power
[68] #solar,farm
[68] largest,single
[68] site,#solar
[68] million,homes
[68] single,site
[68] dubai,building
[68] building,world's
[68] homes,solutions

Top Word Pairs in Tweet in G4:
[144] lives,yeah
[144] really,affecting
[144] yeah,know
[144] really,really
[144] worse,dig
[144] going,worse
[144] bbclookeast,going
[144] know,bbclookeast
[144] affecting,people
[144] people,lives

Top Word Pairs in Tweet in G5:
[276] loud,proud
[274] unicef_thailand,loud
[181] จะส,งเส
[181] งแวดล,อม
[181] คนร,นใหม
[181] องส,งแวดล
[181] proud,ถ
[181] งเส,ยงเร
[181] มาจอยท,ม
[181] อม,มาจอยท

Top Word Pairs in Tweet in G6:
[181] oil,gas
[181] impacts,#climatechange
[180] already,feeling
[180] government,still
[180] still,pushing
[180] gas,already
[180] feeling,impacts
[180] pushing,oil
[180] #climatechange,developing
[179] iisd_energy,government

Top Word Pairs in Tweet in G7:
[32] climate,change
[25] #climatechange,#globalwarming
[22] #november,#spring
[21] billion,non
[20] exertion,#november
[20] resources,energy
[20] outdoor,exertion
[19] advisory,unhealthy
[19] children,limit
[19] especially,children

Top Word Pairs in Tweet in G8:
[54] developing,countries
[53] feel,feel
[53] first,generation
[53] generation,feel
[53] impact,#climatechange
[53] #climatechange,proud
[53] feel,impact
[37] loss,damage
[33] bbhuttozardari,first
[33] mehdiasyeda,bbhuttozardari

Top Word Pairs in Tweet in G9:
[57] peter,dutton
[56] support,landmark
[56] went,opposition
[56] dutton,asked
[56] jugular,peter
[56] leader,jugular
[56] pledged,support
[56] opposition,leader
[56] asked,pledged
[56] landmark,climate

Top Word Pairs in Tweet in G10:
[128] trbrajaa,#climatechange
[8] த,ல
[7] #cop27,#cop27egypt
[7] #unclimatechange,#cop27
[7] #climateemergency,#climatechange
[7] #climatechange,#unclimatechange
[6] ஒர,ஆற
[6] அச,சத
[6] சத,த
[6] தல,#climateemergency

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@un
@cop27p
@wetheclimate
@bioa3_official
@s_guilbeault
@mikehudema
@truenorthcentre
@lotsofnumbersdk
@madeinjapan2009

Top Replied-To in G2:
@charliejgardner
@adamsinger

Top Replied-To in G3:
@cop27p
@mikehudema
@fred_thiele

Top Replied-To in G4:
@metjeffuk

Top Replied-To in G7:
@lotsofnumbersdk
@reddit_lies
@gmacallsmebman
@madeinjapan2009
@unesco
@layahheilpern
@luu_viegas

Top Replied-To in G8:
@mehdiasyeda

Top Replied-To in G10:
@trbrajaa

Top Mentioned
Top Mentioned in Entire Graph:
@juststop_oil
@unicef_thailand
@bambam1a
@iisd_energy
@bbclookeast
@bbhuttozardari
@trbrajaa
@unbiodiversity
@mikehudema
@ipbes

Top Mentioned in G1:
@drgem2015
@ruisaldanha
@zeroco2_
@_oscience
@realjoelgomes
@galactr0n
@scarletmonahan
@earthmanat
@wcsbrussels
@ciheamiamm

Top Mentioned in G2:
@unbiodiversity
@ipbes
@undp
@unep
@asteiner
@eu_env
@un_endviolence
@undp_bd
@iucn
@un

Top Mentioned in G3:
@mikehudema
@cop27p
@micleanenergyrd
@brianmchugh2011
@wef
@amazonwatch
@uaeclimateenvoy
@maryjoe38642126
@aroavaron
@nasa

Top Mentioned in G4:
@juststop_oil
@bbclookeast
@bbc_haveyoursay
@camerazoe
@georgemonbiot
@chrisgpackham
@gretathunberg
@unep
@brianmchugh2011

Top Mentioned in G5:
@unicef_thailand
@bambam1a

Top Mentioned in G6:
@iisd_energy
@unclimatesummit
@rockefellerfdn
@soprasteria_in
@harunanysumaiya
@spgsustainable1
@alarabiya_eng
@rajshah
@gatesfoundation
@opensociety

Top Mentioned in G7:
@bullshitjobs
@dolphin_angels
@irena
@guardian
@napbot
@borenbears
@uwaterloo
@myzerocarbon
@gregdingle3
@yednetworkke

Top Mentioned in G8:
@bbhuttozardari
@lalashahid2018
@mehdiasyeda
@aftabsherpao
@bhattijani1
@naofpakistan
@mirsohrab
@mediacellppp
@syedmusagillani
@pns_news

Top Mentioned in G9:
@crikey_news
@jjkale2
@can_australia
@fff_jour
@richardmclellan
@msfaustralia
@healthy_climate
@fff_aus
@juststop_oil
@nhsuk

Top Mentioned in G10:
@trbrajaa
@kalaignarnews

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@sectest9
@jurylady5
@56perumal
@tinamarie_80s
@cybersecurityn8
@geoffrey_payne
@independent
@jondknight
@_redfrog

Top Tweeters in G1:
@1stindianews
@ruisaldanha
@rcdewinter
@dunyanews
@oneindia
@hunkara
@badwolf303
@bar_zie
@thehansindiaweb
@carlesdijous

Top Tweeters in G2:
@chilhon2016lap
@lisabromley21
@tyberzannxxxx
@africaupdates
@gezgintrk
@wwf
@percievedlogic
@mulu3010992
@news24
@jane__eden

Top Tweeters in G3:
@_redfrog
@chrisbrey1
@avonan
@al_maldives
@ntvkenya
@patrici04278024
@wavetop
@monasmitte
@forbes
@aircanada

Top Tweeters in G4:
@smujal
@kevthecheff
@moisturevapor8r
@heather_c_c
@fascinatorfun
@nenanenita
@lindahurrell
@timewalkproject
@imincorrigible
@openlyclassist

Top Tweeters in G5:
@phaechai
@bambamfc16
@fufufield
@nunncs
@new_loveexo
@may7753898724
@sriparesingham1
@d_thog
@sorpohmtbb1a
@joyyong2

Top Tweeters in G6:
@harsiwarju
@eldokshe
@queenofretweet
@wj3kdz8txpfykrc
@alarabiya_eng
@evil_ryu_80
@buguitabuguita
@jdstasia
@marcela85101088
@dlgsysdlnner

Top Tweeters in G7:
@iartg
@awkward_1110
@guardian
@datsyuklover
@cnbc
@the_hindu
@abc
@france24
@imagine_garden
@aitch_el

Top Tweeters in G8:
@bilalahmedppp
@o_g_log
@bashirnichari1
@humairiqbal1
@shahsha34773753
@islamk454
@sattarbalochppp
@bilalpppofcl
@ghanshamdasrat4
@nasirabbasipppp

Top Tweeters in G9:
@geoffrey_payne
@minhkular
@angelakorras
@fehowarth
@broomstick33
@ranilyons
@tttezzz
@melissasweetdr
@bigtoes44
@theheraldsun

Top Tweeters in G10:
@kasinathana1
@aravindh_87
@dhinesh7215
@isai_
@sankaridmkoffi
@amirkhansurya
@ajmalnks
@vishwa370
@amanullahssc
@yesu_raja794