#climatechange, Twitter, 10/28/2021 1:41:23 AM, 264938


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#climatechange_2021-10-27_17-08-00.xlsx
#climatechange_2021-10-27_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
#climatechange via NodeXL https://bit.ly/3beJEPf
@jfsebastian146
@jane__eden
@cop26
@undp
@melbourne_7
@neilrkaye
@satlokchannel
@unfccc
@ellymelly
@wmo

Top hashtags:
#climatechange
#cop26
#climateaction
#climatecrisis
#climate
#environment
#climateemergency

Description:
Description
The graph represents a network of 8,240 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 Thursday, 28 October 2021 at 00:23 UTC.

The requested start date was Thursday, 28 October 2021 at 00:01 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 2-day, 3-hour, 36-minute period from Monday, 25 October 2021 at 04:37 UTC to Wednesday, 27 October 2021 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 : 8240
Unique Edges : 5788
Edges With Duplicates : 12254
Total Edges : 18042
Number of Edge Types : 5
Tweet : 1915
Retweet : 5149
MentionsInRetweet : 7095
Mentions : 3627
Replies to : 256
Self-Loops : 2004
Reciprocated Vertex Pair Ratio : 0.0197259136212625
Reciprocated Edge Ratio : 0.038688658114437
Connected Components : 1237
Single-Vertex Connected Components : 537
Maximum Vertices in a Connected Component : 5231
Maximum Edges in a Connected Component : 13868
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.958078
Graph Density : 0.000144676573766493
Modularity : 0.517577
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,240 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 Thursday, 28 October 2021 at 00:23 UTC.

The requested start date was Thursday, 28 October 2021 at 00:01 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 2-day, 3-hour, 36-minute period from Monday, 25 October 2021 at 04:37 UTC to Wednesday, 27 October 2021 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:
[26] https://www.patreon.com/glenlelievre
[25] https://www.youtube.com/watch?v=6k865qo-6mw

[19] https://twinybots.ch/
[18] https://www.bbc.co.uk/news/science-environment-59039485
[17] https://tetssol.com/
[17] https://tetstech.com/
[17] https://dontchooseextinction.com/
[16] https://medium.com/@skopd/nfts-as-a-force-for-good-9cd33c8e6ec3?source=rss------startup-5&utm_source=dlvr.it&utm_medium=twitter
[13] https://action.hsi.org/page/87494/action/1?en_chan=tw
[13] https://www.patreon.com/posts/from-economic-to-57752646

Top URLs in Tweet in G1:
[16] https://dontchooseextinction.com/
[7] https://action.hsi.org/page/87494/action/1?en_chan=tw
[6] https://www.youtube.com/watch?v=VaTgTiUhEJg&feature=youtu.be

[5] https://rpujolviven.blogspot.com/2015/11/more-than-words-we-need-to-solve.html
[5] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[4] https://news.un.org/ru/story/2021/10/1412522
[4] https://hicetnunc.xyz/objkt/444910
[4] https://www.news.com.au/technology/environment/climate-change/how-life-in-australia-will-change-due-to-net-zero-by-2050-target/news-story/79d320ed282ebdb38828e78b0212393c
[3] https://www.thisdaylive.com/index.php/2021/10/21/how-changing-climates-are-affecting-global-fruit-production/
[3] https://wemeantoclean.blogspot.com/2019/12/watering-sainik-vihar-saplings.html

Top URLs in Tweet in G2:
[7] https://www.bbc.co.uk/news/science-environment-59039485
[6] https://twinybots.ch/
[6] https://medium.com/@skopd/nfts-as-a-force-for-good-9cd33c8e6ec3?source=rss------startup-5&utm_source=dlvr.it&utm_medium=twitter
[4] https://www.williamquincybelle.com/2019/06/the-enemy-is-us.html
[3] https://www.theguardian.com/politics/2021/oct/25/tories-received-13m-from-fossil-fuel-interests-and-climate-sceptics-since-2019
[3] https://www.bbc.co.uk/news/world-australia-59046032
[3] https://www.agcnews.eu/ambiente-il-successo-della-cop-26-e-a-rischio/
[2] https://www.washingtonpost.com/business/2021/10/24/climate-change-power-outages/
[2] https://medium.com/@skopd/nfts-as-a-force-for-good-9cd33c8e6ec3?source=rss------blockchain-5&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.bbc.co.uk/news/science-environment-58171814

Top URLs in Tweet in G3:
[4] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DXR4maEf-eCY&q=EgS4SO-bGIny3osGIhBUQYOxjWN5oip_Y3mOpMkrMgFy
[3] https://www.bbc.com/news/world-australia-59046032
[3] https://rpujolviven.blogspot.com/2016/12/perceptions-towards-climate-climatic.html
[3] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[3] https://atos.net/en-gb/united-kingdom/digital-vision-programme/digital-vision-cop26
[3] https://zoom.us/webinar/register/WN_SGmRN6fLSVKXnlsqIhAG3w
[2] https://greenstories.co.in/sec-require-in-climate-change-disclosures/
[2] https://www.youtube.com/watch?v=6k865qo-6mw

[2] https://rpujolviven.blogspot.com/2017/02/spring-asthenia-in-fifth-of-february.html

Top URLs in Tweet in G4:
[4] http://gpwx.news/zcbse
[4] https://wemeantoclean.blogspot.com/2019/07/2019-monsoon-plantation-kickoff.html
[3] http://gpwx.news/bir34
[3] http://gpwx.news/m32z9
[3] https://www.politico.eu/article/rich-countries-break-totemic-100b-annual-climate-pledge-cop26-warming-co2/
[3] https://theconversation.com/4-key-issues-to-watch-as-world-leaders-prepare-for-the-glasgow-climate-summit-170536?utm_medium=amptwitter&utm_source=twitter
[3] https://twinybots.ch/
[3] https://www.strathspey-herald.co.uk/news/help-for-highland-schools-to-deal-with-climate-emergency-252982/
[2] https://www.themandarin.com.au/173191-striking-the-balance-between-managing-climate-change-and-stable-economic-growth/
[2] https://www.theguardian.com/australia-news/2021/oct/26/scott-morrison-says-australia-2050-net-zero-emissions-plan-based-on-choices-not-mandates

Top URLs in Tweet in G5:
[8] https://www.weforum.org/agenda/2021/09/time-to-utilise-the-full-power-of-ai-to-accelerate-our-fight-against-climate-change-301cb3f9d4/
[6] https://www.linkedin.com/posts/pinakilaskar_5g-artificialintelligence-iot-activity-6858242173125636096-UN6g
[5] https://twitter.com/retireCUT/status/1405590098025005059
[4] https://www.dw.com/p/41ipC?maca=en-Twitter-sharing
[4] https://www.seeker.com/videos/earth-conservation/green-hydrogen-is-sparking-a-revolution-in-sustainable-energy
[2] https://public.wmo.int/en/media/press-release/weather-and-climate-extremes-asia-killed-thousands-displaced-millions-and-cost
[2] https://public.wmo.int/en/media/press-release/wmo-overhauls-data-exchange-policy
[2] https://www.weforum.org/agenda/2021/08/innovative-energy-storage-technologies-support-climate-goals
[2] https://www.weforum.org/reports
[2] https://tedxgateway.com/twcc/

Top URLs in Tweet in G6:
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2901787-6%2Ffulltext%3Futm_campaign%3Dlancetclimate21%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[2] http://www.cbd.int/health
[2] https://www.mja.com.au/podcast/215/9/mja-podcasts-2021-episode-44-taking-climate-change-action-professor-hugh-montgomery
[2] https://www.youtube.com/watch?v=ZtuNHkIPvWg&feature=youtu.be

[1] https://www.who.int/news/item/11-10-2021-who-s-10-calls-for-climate-action-to-assure-sustained-recovery-from-covid-19
[1] https://www.ipcc.ch/report/ar6/wg1/
[1] https://www.undp.org/blog/race-reach-net-zero-emissions-and-halt-runaway-nature-loss
[1] https://www.theguardian.com/environment/2021/oct/22/heat-arctic-africa-wildlife-climate-chaos-aoe
[1] https://lp.constantcontactpages.com/su/FNHgJGg/subscribe?source_id=37ca32a4-44a3-4597-8184-a610cefc3711&source_type=em&c=HOI-HrIsEd-CT85fHx6GIHH0LnpOSjx9pEEpPrA03uHqEikyrxDyzg==&mode=preview&source_id=ef3c4b90-90f1-4889-a724-414cedbfedec&source_type=em&c=${Contact.encryptedContactId}
[1] https://myemail.constantcontact.com/subject.html?soid=1133996325394&aid=6XVqqWGm-L0

Top URLs in Tweet in G7:
[1] https://twitter.com/vicenews/status/1452973276033167363
[1] https://www.futurelearn.com/microcredentials/climate-change-polar-regions
[1] https://twitter.com/pressclubaust/status/1453181806618972161

Top URLs in Tweet in G8:
[12] https://www.patreon.com/posts/from-economic-to-57752646
[3] https://www.tni.org/climatewall
[2] https://eos.org/editors-vox/agu-editors-call-for-action-to-address-global-climate-crisis
[2] https://www.esa.int/Applications/Observing_the_Earth/Permafrost_thaw_could_release_bacteria_and_viruses
[2] https://www.patreon.com/glenlelievre
[1] https://www.abc.net.au/news/2021-10-26/un-report-greenhouse-gas-concentrations-glasgow-cop26-climate/100567838
[1] https://twitter.com/SkyNewsAust/status/1451839231005888513
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ba3dd95f-3528-11ec-a28d-796d72794d56&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0xMC0yNC9jb3AyNi1jb3VsZC1zdWNjZWVkLXdoZXJlLTI1LXByZXZpb3VzLWNvbmZlcmVuY2VzLWZhaWxlZC10by1zdG9wLWNsaW1hdGUtY2hhbmdl
[1] https://www.ft.com/content/425d7c82-e69a-4fe2-9767-8c92bda731e7
[1] https://www.youtube.com/watch?v=mv_j-5tiGQY&feature=youtu.be


Top URLs in Tweet in G9:
[22] https://www.patreon.com/glenlelievre
[2] https://www.icac.nsw.gov.au/investigations/live-streaming-of-public-inquiries/operation-keppel-live-stream
[1] https://twitter.com/simonahac/status/1453148868812496901
[1] https://twitter.com/JoshButler/status/1452807725302239233
[1] https://twitter.com/MediaAnalystOz/status/1452829435950891008
[1] https://twitter.com/nobby15/status/1452892535026683906
[1] https://twitter.com/nobby15/status/1452896943126892544
[1] https://twitter.com/PeterGleick/status/1452663220133515264
[1] https://thenewdaily.com.au/news/2021/10/24/labor-takes-54-46-newspoll-lead-as-pm-prepares-for-glasgow-climate-summit/
[1] https://twitter.com/TonyKoc69285191/status/1452591591554572290

Top URLs in Tweet in G10:
[2] https://markmarchand-upstateny.com/climate-change-in-social-media-one-mans-pursuit-of-truth/
[2] https://www.nationalacademies.org/news/2021/10/we-cant-wait-any-longer-as-cop26-approaches-nas-president-marcia-mcnutt-discusses-science-and-solutions-to-climate-change?utm_source=NASEM+News+and+Publications&utm_campaign=d357c40b1e-NAP_mail_new_2021_10_25&utm_medium=email&utm_term=0_96101de015-d357c40b1e-107932902&goal=0_96101de015-d357c40b1e-107932902&mc_cid=d357c40b1e&mc_eid=c709d097c9
[1] https://www.bbc.co.uk/news/science-environment-59039485.amp
[1] https://www.bbc.co.uk/news/science-environment-59049770
[1] https://www.salon.com/2021/10/23/how-the-1-is-tricking-you-into-thinking-climate-change-is-your-fault/
[1] https://www.theguardian.com/australia-news/audio/2021/oct/25/australia-v-the-climate-part-1-kyoto?CMP=share_btn_tw
[1] https://www.smh.com.au/politics/federal/federal-treasury-has-not-modelled-climate-change-risks-in-years-20211027-p593n3.html
[1] https://twitter.com/tveitdal/status/1452882392163684357
[1] https://hackaday.com/2021/10/26/being-green-its-a-rich-mans-game/
[1] https://onlinelibrary.wiley.com/doi/10.1111/gcb.15871?cookieSet=1

Top Domains
Top Domains in Tweet in Entire Graph:
[400] twitter.com
[117] co.uk
[111] youtube.com
[106] blogspot.com
[62] com.au
[54] bit.ly
[48] theguardian.com
[47] miragenews.com
[46] gpwx.news
[40] patreon.com

Top Domains in Tweet in G1:
[50] twitter.com
[41] blogspot.com
[31] youtube.com
[24] tumblr.com
[16] dontchooseextinction.com
[10] com.au
[8] phys.org
[8] bbc.com
[7] hsi.org
[7] zoom.us

Top Domains in Tweet in G2:
[100] twitter.com
[41] co.uk
[15] theguardian.com
[10] youtube.com
[10] linkedin.com
[8] medium.com
[7] washingtonpost.com
[7] com.au
[6] twinybots.ch
[6] bbc.com

Top Domains in Tweet in G3:
[35] twitter.com
[30] blogspot.com
[8] org.uk
[7] bbc.com
[5] ipdefenseforum.com
[5] news-medical.net
[4] youtube.com
[4] theconversation.com
[4] com.au
[4] theguardian.com

Top Domains in Tweet in G4:
[27] gpwx.news
[26] twitter.com
[19] natecosystem.com
[16] com.au
[13] blogspot.com
[7] theguardian.com
[6] co.uk
[4] theconversation.com
[3] net.au
[3] politico.eu

Top Domains in Tweet in G5:
[18] weforum.org
[14] twitter.com
[6] bit.ly
[6] linkedin.com
[4] wmo.int
[4] dw.com
[4] seeker.com
[3] ipcc.ch
[3] gov.uk
[3] worldbank.org

Top Domains in Tweet in G6:
[6] twitter.com
[5] com.au
[4] elsevierhealth.com
[3] theguardian.com
[3] bit.ly
[2] cbd.int
[2] unep.org
[2] co.uk
[2] net.au
[2] thelancet.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] futurelearn.com

Top Domains in Tweet in G8:
[14] patreon.com
[3] twitter.com
[3] tni.org
[2] eos.org
[2] esa.int
[1] net.au
[1] bloomberg.com
[1] ft.com
[1] youtube.com
[1] teenvogue.com

Top Domains in Tweet in G9:
[22] patreon.com
[8] twitter.com
[2] gov.au
[1] com.au

Top Domains in Tweet in G10:
[5] twitter.com
[2] co.uk
[2] markmarchand-upstateny.com
[2] nationalacademies.org
[1] salon.com
[1] theguardian.com
[1] com.au
[1] hackaday.com
[1] wiley.com
[1] sustmeme.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5805] climatechange
[1295] cop26
[432] climateaction
[362] climatecrisis
[300] climate
[265] environment
[264] climateemergency
[233] globalwarming
[196] sustainability
[181] cop26glasgow



Top Hashtags in Tweet in G1:
[988] climatechange
[169] cop26
[133] climateaction
[111] climatecrisis
[72] climateemergency
[48] blm
[40] globalwarming
[40] cop26glasgow
[30] climate
[24] protest

Top Hashtags in Tweet in G2:
[617] climatechange
[129] cop26
[45] climatecrisis
[44] environment
[41] climateaction
[36] sustainability
[33] climate
[26] cop26glasgow
[24] netzero
[23] climateemergency

Top Hashtags in Tweet in G3:
[382] climatechange
[84] cop26
[32] climatecrisis
[31] climate
[31] environment
[31] climateaction
[24] climateemergency
[15] cop26glasgow
[14] glasgow
[13] netzero

Top Hashtags in Tweet in G4:
[372] climatechange
[95] cop26
[65] auspol
[52] globalwarming
[50] climateaction
[48] climateemergency
[41] climate
[26] environment
[23] gpwx
[22] climatecrisis

Top Hashtags in Tweet in G5:
[229] climatechange
[80] cop26
[26] ai
[21] climateaction
[21] ipcc
[16] greenhousegas
[16] climatecrisis
[16] carbon
[15] fossilfuels
[14] climate

Top Hashtags in Tweet in G6:
[175] climatechange
[44] cop26
[24] biodiversity
[14] climate
[14] health
[13] climateaction
[11] environment
[10] netzero
[7] naturebasedsolutions
[6] climatecrisis

Top Hashtags in Tweet in G7:
[182] cop26
[24] climatechange
[4] auspol
[3] elephants
[3] keystone
[3] species
[3] ecosystem
[3] biodiversity
[2] globalwarming
[2] covid19

Top Hashtags in Tweet in G8:
[106] climatechange
[14] cop26
[13] fossilfuel
[8] god
[8] climatesystem
[7] climatejustice
[7] migrantjustice
[6] agupubs
[5] climateaction
[4] climatecrisis

Top Hashtags in Tweet in G9:
[71] climatechange
[29] cop26
[23] morrison
[20] australia
[17] smokescreen
[16] auspol
[14] abc730
[12] netzero
[11] lnp
[3] climateaction

Top Hashtags in Tweet in G10:
[61] climatechange
[21] cop26
[13] wtpearth
[6] climateaction
[6] climate
[6] climateemergency
[6] lnpcoalition
[5] auspol
[4] extinctionrebellion
[4] energytransition

Top Words
Top Words in Tweet in Entire Graph:
[5782] #climatechange
[1294] #cop26
[1266] climate
[938] more
[747] change
[544] world
[541] join
[430] #climateaction
[428] end
[412] another

Top Words in Tweet in G1:
[988] #climatechange
[330] join
[306] facing
[303] longer
[301] species
[300] undp
[300] another
[299] ignore
[299] ll
[299] extinction

Top Words in Tweet in G2:
[617] #climatechange
[145] climate
[128] #cop26
[86] change
[69] more
[45] #climatecrisis
[44] #environment
[41] #climateaction
[38] emissions
[36] #sustainability

Top Words in Tweet in G3:
[382] #climatechange
[131] cop26
[84] #cop26
[69] climate
[46] more
[45] world
[37] change
[32] #climatecrisis
[31] #climate
[31] #environment

Top Words in Tweet in G4:
[372] #climatechange
[102] scottmorrisonmp
[97] climate
[95] #cop26
[83] cabinet
[65] #auspol
[52] #globalwarming
[50] #climateaction
[48] #climateemergency
[46] change

Top Words in Tweet in G5:
[229] #climatechange
[80] #cop26
[71] wmo
[46] climate
[44] world
[30] wef
[29] impacts
[26] extreme
[25] more
[24] cop26

Top Words in Tweet in G6:
[175] #climatechange
[62] health
[44] #cop26
[31] report
[26] climate
[25] world
[24] #biodiversity
[22] unbiodiversity
[22] impact
[21] more

Top Words in Tweet in G7:
[184] more
[183] fossil
[182] #cop26
[180] draws
[180] closer
[180] worth
[180] reminding
[180] 30
[180] alive
[180] 50

Top Words in Tweet in G8:
[106] #climatechange
[69] profstevekeen
[55] tipping
[55] points
[55] professor
[53] global
[51] scientist
[51] lead
[51] runaway
[51] warming

Top Words in Tweet in G9:
[105] insult
[71] #climatechange
[66] australian
[46] values
[37] future
[35] press
[35] conference
[35] generations
[35] person
[35] average

Top Words in Tweet in G10:
[61] #climatechange
[44] profstrachan
[31] christinemilne
[29] hazloe3
[29] ecowarriorss
[29] ristori20
[29] mzjacobson
[29] charluv2011
[29] bsuhic
[29] njdoc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[599] climate,change
[336] #climatechange,longer
[324] ignore,#climatechange
[324] species,facing
[324] facing,extinction
[320] longer,unless
[320] unless,end
[320] end,excuses
[320] excuses,ll
[320] ll,another

Top Word Pairs in Tweet in G1:
[300] #climatechange,longer
[298] ignore,#climatechange
[298] species,facing
[298] facing,extinction
[294] longer,unless
[294] unless,end
[294] end,excuses
[294] excuses,ll
[294] ll,another
[294] another,species

Top Word Pairs in Tweet in G2:
[75] climate,change
[27] net,zero
[26] #climatechange,#cop26
[16] #cop26,#climatechange
[15] #climatechange,#climatecrisis
[12] #climateaction,#climatechange
[10] #climatechange,#sustainability
[10] #cop26,#cop26glasgow
[9] #climate,#climatechange
[9] #netzero,#climatechange

Top Word Pairs in Tweet in G3:
[26] climate,change
[19] cop26,#climatechange
[19] #climatechange,conference
[18] #climatechange,#cop26
[13] ahead,cop26
[13] ignore,#climatechange
[13] #climatechange,longer
[13] longer,unless
[13] unless,end
[13] end,excuses

Top Word Pairs in Tweet in G4:
[37] agreement,between
[37] between,scottmorrisonmp
[37] scottmorrisonmp,barnaby_joyce
[36] barnaby_joyce,go
[36] go,cabinet
[36] cabinet,cabinet
[36] cabinet,submission
[35] climate,change
[35] senator_patrick,agreement
[35] submission,rel

Top Word Pairs in Tweet in G5:
[24] #climatechange,impacts
[23] extreme,weather
[20] wmo,wmo
[19] weather,#climatechange
[19] impacts,killed
[19] killed,thousands
[19] thousands,people
[19] people,displaced
[19] displaced,millions
[19] millions,cost

Top Word Pairs in Tweet in G6:
[17] impact,#climatechange
[11] impacts,#climatechange
[10] human,health
[10] effects,#climatechange
[10] address,#climatechange
[9] #biodiversity,contributes
[9] contributes,human
[9] health,support
[9] support,efforts
[9] efforts,reduce

Top Word Pairs in Tweet in G7:
[180] #cop26,draws
[180] draws,closer
[180] closer,worth
[180] worth,reminding
[180] reminding,30
[180] 30,alive
[180] alive,more
[180] more,50
[180] 50,human
[180] human,fossil

Top Word Pairs in Tweet in G8:
[55] tipping,points
[51] scientist,tipping
[51] points,lead
[51] lead,runaway
[51] runaway,global
[51] global,warming
[51] warming,keep
[51] keep,awake
[51] awake,night
[51] night,professor

Top Word Pairs in Tweet in G9:
[46] australian,values
[35] press,conference
[35] conference,insult
[35] insult,insult
[35] insult,future
[35] future,generations
[35] generations,insult
[35] insult,person
[35] person,average
[35] average,intelligence

Top Word Pairs in Tweet in G10:
[29] hazloe3,profstrachan
[29] profstrachan,ecowarriorss
[29] christinemilne,ristori20
[29] ristori20,mzjacobson
[29] mzjacobson,charluv2011
[29] charluv2011,bsuhic
[29] bsuhic,njdoc
[25] arikring,hazloe3
[16] ecowarriorss,msfowlersays
[16] msfowlersays,christinemilne

Top Replied-To
Top Replied-To in Entire Graph:
@scottmorrisonmp
@robert76907841
@hazloe3
@cop26
@torontostar
@creativescty
@rythmol81
@missionforearth
@latingle
@undp

Top Replied-To in G1:
@torontostar
@undp
@annewebstermp
@deangilmour1
@ayeshatandon
@appleosophy
@junkscience
@tlemieux72
@patriottakes
@cbcnews

Top Replied-To in G2:
@un_turkmenistan

Top Replied-To in G3:
@bheki_moyo
@ktrtrs
@bbcworld
@borisjohnson
@cop26
@soprasteria

Top Replied-To in G4:
@scottmorrisonmp
@rythmol81
@d_littleproudmp
@abcnews
@rnbreakfast
@gaianoburn
@latingle
@vichygirl
@peggymel2001
@agnessmack

Top Replied-To in G5:
@tatasteelltd
@cop26
@drasquinha
@financialtimes
@spglobalratings
@hendopolis
@eiffel4climate

Top Replied-To in G6:
@andersen_inger
@left_the_city1
@ksuscouts
@edking_i
@ilovehyderabad
@agenda2030fr

Top Replied-To in G9:
@beneltham

Top Replied-To in G10:
@hazloe3
@jechalmers
@arikring
@latingle
@edwardntx
@adamlmorton

Top Mentioned
Top Mentioned in Entire Graph:
@undp
@cop26
@neilrkaye
@satlokchannel
@ellymelly
@scottmorrisonmp
@profstevekeen
@weather_west
@wmo
@iberdrola_en

Top Mentioned in G1:
@undp
@pauledawson
@asteiner
@frankiethedino
@cop26
@un_pga
@euclimateaction
@undpeurasia
@undpazerbaijan

Top Mentioned in G2:
@wqbelle
@choosetoadapt
@wm_books
@actiontime
@chadhaant
@vastuullisuus
@britishinsurers
@lynt_ng
@christoth7
@noikeanolife

Top Mentioned in G3:
@cop26
@undpclimate
@gruntvegan
@borisjohnson
@ipbes
@copenhenken
@defragovuk
@firstnews_teach
@u

Top Mentioned in G4:
@scottmorrisonmp
@barnaby_joyce
@senator_patrick
@mediaactive
@angustaylormp
@roobiefox
@micheles_aus
@the_nationals
@crowedm
@harissherzad

Top Mentioned in G5:
@wmo
@un
@wef
@cop26
@unfccc
@kambojananya
@ipcc_ch
@enricomolinari
@statistacharts
@deeplearn007

Top Mentioned in G6:
@unbiodiversity
@unep
@thelancet
@thegef
@lancetcountdown
@who
@davesharma
@iisd_enb
@fapi_paraguay
@cop26

Top Mentioned in G7:
@neilrkaye
@harunanysumaiya
@monica_wilcox
@clarke_melissa
@profmarkmaslin
@undp
@francakasuku
@tninstitute
@pauledawson
@profstevekeen

Top Mentioned in G8:
@profstevekeen
@tninstitute
@carbonbubble
@extinctionr
@limits2growth
@theagu
@rethi
@agathoniamedia
@shell
@undp

Top Mentioned in G9:
@cscviews
@peterwmurphy1
@bsadams25
@glenlelievre
@alexchr77514468
@padubyatee
@boeufblogginon
@wardlejon
@beneltham
@mark_melbin

Top Mentioned in G10:
@profstrachan
@christinemilne
@ecowarriorss
@ristori20
@mzjacobson
@charluv2011
@bsuhic
@njdoc
@hazloe3
@arikring

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@threadreaderapp
@cybersec_feeds
@chidambara09
@thudao76
@lennaleprena
@world_news_eng
@geoffrey_payne
@nobby15
@iwd12

Top Tweeters in G1:
@geoffrey_payne
@3wombats
@glasgow_watch
@dev_discourse
@jfsebastian146
@firstpost
@nyctsubway
@darylgibson
@brandonmscales
@funnagan

Top Tweeters in G2:
@birdwriter7
@pqpolitics
@thequint
@kingsmeadmrt
@sillymickel
@greennomad61
@uniindianews
@nanab_2010
@trabajareuropa
@dukana2

Top Tweeters in G3:
@rosenchild
@annoula64
@jazmasigan_2
@usatoday
@france24
@bbcworld
@ap
@mrconnies
@dwnews
@afp

Top Tweeters in G4:
@threadreaderapp
@lennaleprena
@indiatoday
@indianexpress
@businessinsider
@fehowarth
@wgarnews
@aajtak
@michelejeanson1
@indiatodayflash

Top Tweeters in G5:
@chidambara09
@world_news_eng
@dailymirror
@fintechna
@nicochan33
@xzpwedvhhh37i3c
@trudaoceans
@akwyz
@shi4tech
@rwang0

Top Tweeters in G6:
@justiceoutcry
@visualpersist
@sergioantillano
@kangaroocaught
@climatebabes
@mid_day
@shaqibshahril
@nuts2406
@swachhhyd
@natobserver

Top Tweeters in G7:
@squizzradical
@bar_zie
@kate_eviva
@benjamindstone
@lmartods
@darksapiens
@piyakhanna
@alexbellars
@i_am_fabs
@3ty3

Top Tweeters in G8:
@margymayell
@net2ayurveda
@kpheaney
@cengizuzun15
@dallas4bernie
@mary_tambling63
@queenbasmin
@debbiegoldsmith
@okeeffelynn
@christineburns

Top Tweeters in G9:
@minhkular
@msmwatchdog2013
@broomstick33
@cscviews
@thebigship
@jrehnj
@northway_debbie
@neric16
@carolemorrissey
@pammieoz

Top Tweeters in G10:
@nobby15
@lehimesa
@dancas2
@jjj5819
@randlight
@blanketcrap
@cberrl
@njdoc
@suthernx
@amazingchevvolt


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