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#GCAS2018 Twitter NodeXL SNA Map and Report for Tuesday, 11 September 2018 at 15:46 UTC (experimental version)
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From:
Marc_Smith
Uploaded on:
September 11, 2018
Description:
Description
The graph represents a network of 997 Twitter users whose recent tweets contained "#GCAS2018", 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 Tuesday, 11 September 2018 at 15:49 UTC.

The tweets in the network were tweeted over the 1-hour, 29-minute period from Tuesday, 11 September 2018 at 14:17 UTC to Tuesday, 11 September 2018 at 15:46 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 : 1003
Unique Edges : 1319
Edges With Duplicates : 202
Total Edges : 1521
Number of Edge Types : 3
Mentions : 1061
Tweet : 443
Replies to : 17
Self-Loops : 443
Reciprocated Vertex Pair Ratio : 0.00588812561334642
Reciprocated Edge Ratio : 0.0117073170731707
Connected Components : 348
Single-Vertex Connected Components : 295
Maximum Vertices in a Connected Component : 492
Maximum Edges in a Connected Component : 952
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.842954
Graph Density : 0.0010198944085906
Modularity : 0.705115
NodeXL Version : 1.0.1.403

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://newsroom.wcs.org/News-Releases/articleType/ArticleView/articleId/11596/New-Analysis-Says-Indigenous-Peoples-Living-in-Intact-Forests-Are-Key-to-Climate-Fight.aspx
[5] https://www.mercurynews.com/?p=5541934
[5] https://global.nature.org/initiatives/natural-climate-solutions/natures-make-or-break-potential-for-climate-change
[5] http://www.undp.org/content/undp/en/home/news-centre/news/2018/UNDP_joins_call_for_climate_action_by_UN_Secretary-General_Antonio_Guterres.html
[4] https://www.gov.ca.gov/2018/09/10/governor-brown-signs-100-percent-clean-electricity-bill-issues-order-setting-new-carbon-neutrality-goal/
[3] https://www.youtube.com/user/calairinfo?app=desktop
[3] https://www.bbc.co.uk/news/science-environment-45471410
[3] https://www.businessgreen.com/bg/news/3062490/green-bond-pledge-global-regions-businesses-and-pension-funds-join-as-founding-signatories
[3] https://globalclimateactionsummit.org/stepupworld
[3] https://unfccc.int/news/un-secretary-general-antonio-guterres-calls-for-climate-leadership-outlines-expectations-for-next

Top URLs in Tweet in G1:
[4] https://www.mercurynews.com/?p=5541934
[4] https://global.nature.org/initiatives/natural-climate-solutions/natures-make-or-break-potential-for-climate-change
[2] https://twitter.com/WitsInala/status/1039460974640746496
[2] http://www.theforgottensolution.org/
[2] https://www.worldwildlife.org/pages/why-land-matters-in-the-fight-against-climate-change?utm_campaign=landandclimate&utm_medium=social&utm_source=twitter.com
[2] https://globalclimateactionsummit.org/
[1] https://twitter.com/CalConservation/status/1039289871657984000
[1] http://ccacoalition.org/en/event/super-pollutant-day-fast-action-short-lived-climate-pollutants
[1] https://www.globalclimateactionsummit.org/events/the-end-of-coal-subnational-governments-going-from-coal-to-clean/
[1] https://www.globalclimateactionsummit.org/get-involved/

Top URLs in Tweet in G2:
[4] http://www.undp.org/content/undp/en/home/news-centre/news/2018/UNDP_joins_call_for_climate_action_by_UN_Secretary-General_Antonio_Guterres.html
[3] https://www.bbc.co.uk/news/science-environment-45471410
[3] https://www.businessgreen.com/bg/news/3062490/green-bond-pledge-global-regions-businesses-and-pension-funds-join-as-founding-signatories
[3] https://www.zeit.de/news/2018-09/11/un-chef-will-laehmung-im-klimawandel-kampf-durchbrechen-180911-99-904740?wt_zmc=sm.ext.zonaudev.twitter.ref.zeitde.share.link.x
[2] https://unfccc.int/news/un-secretary-general-antonio-guterres-calls-for-climate-leadership-outlines-expectations-for-next
[2] https://news.un.org/en/story/2018/09/1018852
[1] https://www.ceres.org/news-center/press-releases/green-bond-pledge-foundation-signatories-announced-eve-global-climate
[1] https://www.ceres.org/gcas-signup?utm_source=twitter&utm_medium=paidsocial&utm_campaign=gcasleadgen&utm_content=tweetad4
[1] https://twitter.com/gcas2018/status/1039242130554793987
[1] https://www.bbc.co.uk/news/world-us-canada-45476865

Top URLs in Tweet in G3:
[13] https://newsroom.wcs.org/News-Releases/articleType/ArticleView/articleId/11596/New-Analysis-Says-Indigenous-Peoples-Living-in-Intact-Forests-Are-Key-to-Climate-Fight.aspx
[2] https://globalclimateactionsummit.org/program/
[2] https://www.scidev.net/global/forestry/news/estimate-of-carbon-in-indigenous-lands-rises-five-fold.html
[2] https://www.fordfoundation.org/ideas/equals-change-blog/posts/natural-climate-solutions-are-the-future-and-indigenous-rights-are-key-to-their-success/
[1] http://globalclimateactionsummit.org/events/sustainable-infrastructure-green-finance-green-bonds-roundtable-2/
[1] https://www.globalclimateactionsummit.org/trailblazers/
[1] https://globalclimateactionsummit.org/
[1] https://globalclimateactionsummit.org/speakers/
[1] https://www.globalclimateactionsummit.org/events/long-view-polar-bear/
[1] https://globalclimateactionsummit.org/stepupworld

Top URLs in Tweet in G4:
[3] https://www.youtube.com/user/calairinfo?app=desktop
[3] https://www.gov.ca.gov/2018/09/10/governor-brown-signs-100-percent-clean-electricity-bill-issues-order-setting-new-carbon-neutrality-goal/
[2] https://www.gov.ca.gov/2018/09/10/governor-brown-to-speak-at-carbon-pricing-dialogue-tomorrow/
[1] https://www.youtube.com/watch?v=sxHNrDd-Zbg

[1] https://www.nrdc.org/global-climate-action-summit?utm_source=tw&utm_medium=tweet&utm_campaign=Paris
[1] http://news.trust.org/item/20180907102724-tb2fv/
[1] https://www.sfchronicle.com/business/article/California-to-go-100-percent-clean-energy-by-2045-13218236.php
[1] http://www.globalclimateactionsummit.org
[1] http://docs.cpuc.ca.gov/PublishedDocs/Published/G000/M227/K713/227713959.PDF
[1] http://www.adminmonitor.com/ca/cpuc

Top URLs in Tweet in G5:
[2] http://www.brinknews.com/the-solution-to-climate-change-is-hiding-underfoot/
[2] https://www.brinknews.com/trade-and-food-security-are-linked-and-both-are-in-danger/
[1] http://www.brinknews.com/trade-and-food-security-are-linked-and-both-are-in-danger/
[1] https://www.theguardian.com/environment/2018/sep/11/global-hunger-levels-rising-due-to-extreme-weather-un-warns
[1] https://www.unenvironment.org/news-and-stories/press-release/global-review-climate-action-finds-surging-momentum-shifting-burden
[1] https://twitter.com/antonioguterres/status/1038790880134455296
[1] https://unfccc.int/news/un-secretary-general-antonio-guterres-calls-for-climate-leadership-outlines-expectations-for-next
[1] http://globalclimateactionsummit.org/
[1] https://www.theclimategroup.org/news/new-frontiers-corporate-leadership-renewable-power
[1] https://www.facebook.com/UNclimatechange

Top URLs in Tweet in G6:
[2] https://in.news.yahoo.com/india-china-driving-global-energy-market-transition-124804255.html
[2] https://www.carbontracker.org/reports/2020-vision-why-you-should-see-the-fossil-fuel-peak-coming/
[1] https://lctpi.wbcsd.org/
[1] https://www.theguardian.com/commentisfree/2018/sep/10/london-new-york-cities-divest-fossil-fuels-bill-de-blasio-sadiq-khan
[1] https://www.businessgreen.com/bg/news/3062471/from-petrostates-to-ports-report-uncovers-carbon-bubble-risks-that-will-hit-as-fossil-fuel-demand-peaks
[1] https://twitter.com/SierraGorda/status/1039520707246415873
[1] https://www.rmi.org/carbonfreeregions/
[1] https://www.theforgottensolution.org/
[1] https://www.nytimes.com/2018/09/10/climate/united-nations-climate-change.html
[1] https://energy.economictimes.indiatimes.com/news/renewable/india-china-driving-global-energy-market-transition-says-report/65771136

Top URLs in Tweet in G7:
[1] https://www.weforum.org/agenda/2018/08/investing-in-a-forgotten-solution-to-climate-change-nature
[1] https://global.nature.org/initiatives/natural-climate-solutions/natures-make-or-break-potential-for-climate-change
[1] https://twitter.com/TRF_Climate/status/1039464064827699200
[1] https://global.nature.org/content/climate-action-from-the-ground-up
[1] http://globalclimateactionsummit.org/stepupworld
[1] https://t.co/bmcYcwXmeY
[1] https://www.theclimategroup.org/news/new-frontiers-corporate-leadership-renewable-power
[1] https://www.pressherald.com/2018/09/11/rep-pingree-congress-must-face-the-unassailable-reality-of-climate-change/?utm_source=Headlines&utm_medium=email&utm_campaign=Daily
[1] https://twitter.com/georgehleonard/status/1039268732051251201
[1] https://www.thegef.org/blog/gef-becoming-leading-champion-sustainable-cities-and-matters

Top URLs in Tweet in G8:
[1] http://slocat.net/event/1986
[1] http://slocat.net/event/1984
[1] https://www.kcra.com/article/3-things-to-expect-from-global-climate-change-summit/23072410
[1] https://www.facebook.com/center.impact.cca
[1] http://myemail.constantcontact.com/subject.html?soid=1117756835124&aid=B0RsTroCZCo
[1] http://myemail.constantcontact.com/subject.html?soid=1117756835124&aid=UhJdO_9Fa2Q

Top URLs in Tweet in G9:
[1] https://unlockingthetrillions.eventbrite.co.uk/
[1] https://www.globalclimateactionsummit.org/events/latin-american-non-state-actors-raising-the-ambition/
[1] https://www.spur.org/events/2018-09-11/decoding-weather-machine?linkId=56564290

Top URLs in Tweet in G10:
[1] https://www.project-syndicate.org/commentary/mobilizing-public-for-climate-leadership-by-christiana-figueres-and-may-boeve-2018-09
[1] https://www.npr.org/2018/09/11/646313648/climate-change-drives-bigger-wetter-storms-storms-like-florence
[1] https://careclimatechange.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[49] twitter.com
[24] globalclimateactionsummit.org
[13] wcs.org
[12] eventbrite.com
[11] undp.org
[10] nature.org
[9] ca.gov
[8] facebook.com
[7] youtube.com
[6] mercurynews.com

Top Domains in Tweet in G1:
[17] twitter.com
[7] globalclimateactionsummit.org
[5] mercurynews.com
[5] nature.org
[4] worldwildlife.org
[3] facebook.com
[2] theforgottensolution.org
[2] eventbrite.com
[2] theguardian.com
[2] kaiserpermanente.org

Top Domains in Tweet in G2:
[9] undp.org
[4] co.uk
[3] twitter.com
[3] businessgreen.com
[3] zeit.de
[3] un.org
[2] ceres.org
[2] europa.eu
[2] unfccc.int
[2] newclimate.org

Top Domains in Tweet in G3:
[13] wcs.org
[9] globalclimateactionsummit.org
[2] trust.org
[2] scidev.net
[2] fordfoundation.org
[2] eventbrite.com
[2] twitter.com
[1] cleverreach.com
[1] afp.com
[1] theforgottensolution.org

Top Domains in Tweet in G4:
[7] ca.gov
[4] youtube.com
[3] twitter.com
[1] nrdc.org
[1] trust.org
[1] sfchronicle.com
[1] globalclimateactionsummit.org
[1] adminmonitor.com
[1] un.org
[1] mercurynews.com

Top Domains in Tweet in G5:
[6] brinknews.com
[2] twitter.com
[1] theguardian.com
[1] unenvironment.org
[1] unfccc.int
[1] globalclimateactionsummit.org
[1] theclimategroup.org
[1] facebook.com
[1] com.fj

Top Domains in Tweet in G6:
[2] yahoo.com
[2] carbontracker.org
[1] wbcsd.org
[1] theguardian.com
[1] businessgreen.com
[1] twitter.com
[1] rmi.org
[1] theforgottensolution.org
[1] nytimes.com
[1] indiatimes.com

Top Domains in Tweet in G7:
[4] nature.org
[2] twitter.com
[1] weforum.org
[1] globalclimateactionsummit.org
[1] t.co
[1] theclimategroup.org
[1] pressherald.com
[1] thegef.org
[1] oceanconservancy.org
[1] sacbee.com

Top Domains in Tweet in G8:
[2] slocat.net
[2] constantcontact.com
[1] kcra.com
[1] facebook.com

Top Domains in Tweet in G9:
[1] co.uk
[1] globalclimateactionsummit.org
[1] spur.org

Top Domains in Tweet in G10:
[1] project-syndicate.org
[1] npr.org
[1] careclimatechange.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[487] gcas2018
[132] climateaction
[121] stepup2018
[55] climatechange
[54] sb100
[46] womeninscience
[35] california
[35] climate
[32] parisagreement
[23] cambioclimático



Top Hashtags in Tweet in G1:
[117] gcas2018
[56] climateaction
[46] womeninscience
[34] sb100
[31] stepup2018
[16] renewable
[14] climatechange
[11] california
[11] solar
[9] parisagreement

Top Hashtags in Tweet in G2:
[45] gcas2018
[30] climateaction
[21] cambioclimático
[16] climatechange
[14] parisagreement
[13] stepup2018
[10] acciónclimática
[9] climate2020
[7] klimawandel
[6] euatgcas2018

Top Hashtags in Tweet in G3:
[66] gcas2018
[31] stepup2018
[12] indigenous
[7] guardiansoftheforest
[7] climatechange
[6] climateaction
[5] naturalclimatesolutions
[5] sanitation
[5] water
[4] california

Top Hashtags in Tweet in G4:
[36] gcas2018
[19] sb100
[16] california
[4] carbonpricing
[4] actonclimate
[4] stepup2018
[3] climatechange
[3] riseagainstclimatecapitalism
[2] carbonmarkets
[2] climate

Top Hashtags in Tweet in G5:
[29] gcas2018
[10] cleantech
[8] stepup2018
[6] climateaction
[5] cop24
[3] climatechange
[2] renewable
[2] brinknews
[2] climateresilience
[2] supplychains

Top Hashtags in Tweet in G6:
[20] gcas2018
[4] stepup2018
[3] energytransition
[3] climate
[3] lescatgcas
[3] climateaction
[3] parisagreement
[2] china
[2] theforgottensolution
[2] fossilfuels

Top Hashtags in Tweet in G7:
[17] gcas2018
[3] climate
[3] stepup2018
[2] theforgottensolution
[2] climateaction
[2] science
[2] sustainablecities
[2] oceanclimateaction
[1] indigenous
[1] inequality

Top Hashtags in Tweet in G8:
[12] gcas2018
[2] stepup2018
[2] ccstshowcase
[1] ucdavisatgcas
[1] sustainabletransport
[1] gcas
[1] transportdecarbonisationalliance
[1] renewableenergy
[1] re
[1] ren21atgcas

Top Hashtags in Tweet in G9:
[5] gcas2018
[4] climateaction
[3] klimalog
[1] parisagreement
[1] climateambition
[1] 2020dontbelate

Top Hashtags in Tweet in G10:
[7] gcas2018
[5] climatechange
[2] harvard
[2] climateaction
[1] pollution
[1] cleanair
[1] florence
[1] hurricaneflorence
[1] emissions
[1] ourpublictransport

Top Words
Top Words in Tweet in Entire Graph:
[1017] Words in Sentiment List#1: Positive
[325] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[29144] Non-categorized Words
[30486] Total Words
[1101] gcas2018
[475] climate
[260] stepup2018
[196] climateaction
[183] more

Top Words in Tweet in G1:
[316] gcas2018
[142] climate
[76] california
[74] climateaction
[73] more
[70] stepup2018
[60] sb100
[57] s
[56] protect
[53] help

Top Words in Tweet in G2:
[137] gcas2018
[57] antonioguterres
[45] climate
[43] climateaction
[30] stepup2018
[30] parisagreement
[27] 2020
[24] secretary
[24] general
[22] change

Top Words in Tweet in G3:
[180] gcas2018
[62] stepup2018
[57] climate
[32] indigenous
[26] peoples
[25] key
[21] new
[20] forests
[19] join
[19] action

Top Words in Tweet in G4:
[103] gcas2018
[60] jerrybrowngov
[60] climate
[50] sb100
[38] california
[33] here
[30] actonclimate
[29] 100
[26] bill
[26] kdeleon

Top Words in Tweet in G5:
[52] gcas2018
[31] stepup2018
[25] climate
[23] come
[23] greater
[19] more
[16] climateaction
[16] change
[14] ahead
[12] businesses

Top Words in Tweet in G6:
[43] gcas2018
[12] carbonbubble
[11] growth
[11] demand
[11] peak
[11] report
[10] rapid
[10] technologies
[10] risk
[10] unsavvy

Top Words in Tweet in G7:
[37] gcas2018
[34] climate
[16] change
[14] nature_org
[13] nature
[11] s
[9] impacts
[9] up
[8] cost
[8] solution

Top Words in Tweet in G8:
[16] gcas2018
[12] climate
[5] ucdavis
[5] global
[5] summit
[4] resilient
[4] communities
[4] session
[4] action
[4] stepup2018

Top Words in Tweet in G9:
[20] gcas2018
[10] join
[8] climateaction
[7] spur_urbanist
[7] climate
[7] thursday
[7] die_gdi
[7] w
[7] klimalog
[5] fundacionavina

Top Words in Tweet in G10:
[18] gcas2018
[8] more
[5] join
[5] women
[5] action
[5] climatechange
[4] cities
[4] cities4climate
[4] divestinvestorg
[3] better

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[141] gcas2018,stepup2018
[131] climate,change
[116] climate,action
[103] global,climate
[89] san,francisco
[80] action,summit
[75] ahead,gcas2018
[66] sb100,gcas2018
[57] actonclimate,sb100
[48] take,climateaction

Top Word Pairs in Tweet in G1:
[48] protect,planet
[46] need,more
[46] more,womeninscience
[46] womeninscience,jane
[46] jane,goodall
[46] goodall,take
[46] take,climateaction
[46] climateaction,encourage
[46] encourage,help
[46] help,protect

Top Word Pairs in Tweet in G2:
[24] secretary,general
[22] gcas2018,stepup2018
[21] cambiamos,rumbo
[21] rumbo,2020
[21] 2020,corremos
[21] corremos,riesgo
[21] riesgo,perder
[21] perder,punto
[21] punto,podemos
[21] podemos,evitar

Top Word Pairs in Tweet in G3:
[46] gcas2018,stepup2018
[27] gcas2018,gcas2018
[26] indigenous,peoples
[18] stepup2018,gcas2018
[13] climate,action
[13] global,climate
[13] breaking,new
[13] new,analysis
[13] analysis,indigenous
[13] peoples,living

Top Word Pairs in Tweet in G4:
[32] sb100,gcas2018
[30] actonclimate,sb100
[22] around,world
[22] climate,change
[19] clean,electricity
[17] carbon,neutrality
[17] global,climate
[16] climate,action
[16] action,summit
[16] summit,gcas2018

Top Word Pairs in Tweet in G5:
[20] gcas2018,stepup2018
[15] climate,change
[12] brinknewsnow,gcas2018
[11] need,foster
[11] foster,more
[11] more,trade
[11] trade,absorb
[11] absorb,inevitable
[11] inevitable,shocks
[11] shocks,come

Top Word Pairs in Tweet in G6:
[10] rapid,growth
[10] unsavvy,investors
[10] ahead,gcas2018
[9] peak,2020s
[8] globally,rapid
[8] growth,clean
[8] clean,technologies
[8] technologies,see
[8] see,fossil
[8] fossil,fuel

Top Word Pairs in Tweet in G7:
[16] climate,change
[7] gcas2018,oceanclimateaction
[6] s,big
[6] big,blue
[6] blue,hiding
[6] hiding,plain
[6] plain,sight
[6] sight,ocean
[6] ocean,greatest
[6] greatest,buffer

Top Word Pairs in Tweet in G8:
[5] global,climate
[4] climate,resilient
[4] resilient,communities
[4] communities,session
[4] climate,action
[4] action,summit
[4] stepup2018,gcas2018
[3] ccst,excited
[3] excited,partner
[3] partner,cal_opr

Top Word Pairs in Tweet in G9:
[8] climateaction,gcas2018
[7] join,thursday
[5] w,thomasnhale
[5] gcas2018,klimalog
[5] 30pm,spur_urbanist
[5] spur_urbanist,gcas2018
[5] gcas2018,panel
[5] leadership,climate
[5] climate,regime
[3] thursday,4

Top Word Pairs in Tweet in G10:
[3] women,girls
[3] girls,particularly
[3] particularly,affected
[3] affected,climatechange
[3] climatechange,impacts
[3] impacts,face
[3] face,specific
[3] specific,threats
[3] threats,displacement
[3] displacement,commitments

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gcas2018
@jerrybrowngov
@antonioguterres
@un
@kdeleon
@nature_org
@charlyalberti
@latinocommfdn
@vocesverdes
@nrdc

Top Mentioned in G1:
@sfgoethe

Top Mentioned in G2:
@antonioguterres
@un
@onumedioamb
@asteiner
@gcas2018
@undp
@actonclimate100
@mac_europa
@mayors4climate
@nature_org

Top Mentioned in G3:
@gcas2018
@scidevnet
@fordfoundation
@climatebonds
@sfcta
@pathway2paris
@rightsresources
@iclei
@iclei_usa
@apiboficial

Top Mentioned in G4:
@jerrybrowngov
@kdeleon
@charlyalberti
@latinocommfdn
@vocesverdes
@nrdc
@climatereality
@climatereserve
@univision
@cwaterc

Top Mentioned in G5:
@brinknewsnow
@danrglickman
@sony
@wework
@mckinsey
@rbs
@unenvironment
@francescadbiase
@mcdonaldscorp
@un

Top Mentioned in G6:
@carbonbubble
@gcas2018
@timbuckleyieefa
@cop24katowice
@low2no
@wbcsd
@sadiqkhan
@billdeblasio
@rockymtninst
@natgeo

Top Mentioned in G7:
@nature_org
@ourocean
@justincmadams
@wef
@chelliepingree
@anidasguptawri
@markwatts40
@emanibvkumar
@thegef
@darrenwalker

Top Mentioned in G8:
@ucdavis
@cal_opr
@moorefound
@exploratorium
@ucdavisenergy
@its_ucdavis
@calstart
@calenergy
@ren21
@centerimpactcca

Top Mentioned in G9:
@gcas2018
@spur_urbanist
@die_gdi
@fundacionavina
@thomasnhale
@paulaellinger
@teriin
@canintl
@jacopobencini
@actsnet

Top Mentioned in G10:
@divestinvestorg
@cfigueres
@350
@careclimate
@billmckibben
@mayboeve
@gcas2018
@un

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@wwf
@mcdonalds
@criticalanglez
@k810mt
@penndragonart
@olumideidowu
@rxsewinters
@aktiondemograph
@iheartchadmm87

Top Tweeters in G1:
@criticalanglez
@k810mt
@penndragonart
@parvez1
@laura78703
@urbanclimate
@kim77187056
@estherclimate
@rossjaklik
@naturalkitchen7

Top Tweeters in G2:
@aktiondemograph
@ollissya
@zeitonline
@zermin
@pwpgarden
@anne_hidalgo
@un
@barbararother1
@obama2014europe
@undp

Top Tweeters in G3:
@dawnroseturner
@butterflyseis
@inajaguars
@rinaray56644337
@rudihammenecker
@stephenleahy
@iamoabraham
@climatehome
@rnfrstalliance
@poet_economist

Top Tweeters in G4:
@rxsewinters
@iheartchadmm87
@ericserati68
@univision
@theworldpost
@nrdc
@sun_onthebottom
@dystoparrilla
@climatereality
@noppertjo

Top Tweeters in G5:
@mcdonalds
@olumideidowu
@mcdonaldscorp
@detous
@ecoexpert1
@natgeo
@oliverwyman
@wework
@bhaveshbmt
@unenvironment

Top Tweeters in G6:
@paulhillsdon
@taimur_t_malik
@sadiqkhan
@bioneers
@rockymtninst
@carbonbubble
@ecofiscalcanada
@wbcsd
@plantealex
@emanuelarebella

Top Tweeters in G7:
@alienobserver1
@wef
@laplapv3
@scxq28
@hijaukudotcom
@unfoundation
@keslinfinity
@nature_org
@mrzkyn
@ppampolim

Top Tweeters in G8:
@ucdavis
@slocatofficial
@ucberkeley
@berkeleylab
@uofcalifornia
@exploratorium
@ucirvine
@calstart
@calenergy
@stanfordwoods

Top Tweeters in G9:
@shareactionuk
@busbyj2
@utaustin
@spur_urbanist
@novapbs
@fundacionavina
@teriin
@ecoangelhsu
@canintl
@die_gdi

Top Tweeters in G10:
@robre62
@korieunfpa
@350
@iamdavidmiller
@billmckibben
@atlasfuture
@divestinvestorg
@cfigueres
@careclimate
@careaustria