#climatechange, Twitter, 7/9/2020 1:25:11 AM, 230387


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#climatechange_2020-07-08_17-10-03.xlsx
#climatechange_2020-07-08_17-10-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 09, 2020
Short Description:
#climatechange via NodeXL https://bit.ly/2W0hOio
@arikring
@geraldkutney
@wef
@eco1start
@pauledawson
@eankitpandey
@weincludedorg
@gretathunberg
@profstrachan
@madlove_love

Top hashtags:
#climatechange
#climatecrisis
#climateaction
#covid19
#globalwarming

Description:
Description
The graph represents a network of 6,083 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, 09 July 2020 at 00:11 UTC.

The requested start date was Thursday, 09 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 7-hour, 3-minute period from Monday, 06 July 2020 at 19:50 UTC to Wednesday, 08 July 2020 at 02:53 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 : 6083
Unique Edges : 4268
Edges With Duplicates : 8801
Total Edges : 13069
Number of Edge Types : 5
Retweet : 3599
MentionsInRetweet : 5374
Mentions : 2617
Tweet : 1231
Replies to : 248
Self-Loops : 1323
Reciprocated Vertex Pair Ratio : 0.0146768275472763
Reciprocated Edge Ratio : 0.0289290681502086
Connected Components : 961
Single-Vertex Connected Components : 350
Maximum Vertices in a Connected Component : 3257
Maximum Edges in a Connected Component : 8871
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.116136
Graph Density : 0.00019434110068853
Modularity : 0.544542
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 6,083 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, 09 July 2020 at 00:11 UTC.

The requested start date was Thursday, 09 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 7-hour, 3-minute period from Monday, 06 July 2020 at 19:50 UTC to Wednesday, 08 July 2020 at 02:53 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:
[124] https://www.weforum.org/agenda/2020/07/earth-climate-change-nasa
[62] https://www.bbc.com/future/article/20200706-the-law-that-could-make-climate-change-illegal
[50] https://www.youtube.com/watch?v=h2MfM4edIIY&feature=youtu.be

[42] https://www.weforum.org/agenda/2020/07/air-conditioners-inequality-energy-poverty-climate-change/
[29] https://pixelmoversandmakers.com/
[17] https://www.weforum.org/agenda/2020/07/american-climate-change-local-community-coast
[16] http://impactinvestingconferences.com
[13] https://www.itv.com/news/central/2020-07-07/protesters-march-against-hs2-as-chris-packham-legal-challenge-looms-cubbington-warwickshire
[10] https://www.weforum.org/agenda/2020/07/tiny-urban-forests-miyawaki-biodiversity-carbon-capture/
[9] http://kdkfund.blogspot.com/2020/07/2020-q2-performance-and-notes.html

Top URLs in Tweet in G1:
[7] https://newsinteractives.cbc.ca/longform/bringing-coal-back
[7] https://www.youtube.com/watch?v=HU0sGgM9III&feature=youtu.be

[6] https://www.youtube.com/watch?v=-Bgff8GrHm4&feature=youtu.be

[4] https://www.iceagenow.info/sea-ice-extent-in-antarctica-greater-now-than-in-1980/
[4] https://www.iceagenow.info/facebook-now-the-arbiter-of-science/
[4] https://notrickszone.com/2020/07/06/schooled-warmth-sensitive-fish-teach-us-they-swam-in-a-4-5c-warmer-ocean-about-5000-years-ago/
[3] https://twitter.com/CBCAlerts/status/1280242029189087232
[2] https://twitter.com/ECOWARRIORSS/status/1280092767088230405
[2] https://www.youtube.com/watch?v=ZHukjAbStXA&feature=youtu.be

[2] http://www.huffingtonpost.com/david-katz-md/a-climate-of-lies_b_12913778.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[3] https://act.globaljustice.org.uk/prime-minister-stop-funding-fossil-fuels-overseas?utm_medium=social&utm_source=share&utm_campai&utm_source=twitter_share&utm_campaign=[2139]&utm_medium=share
[3] http://secure.hostgator.com/~affiliat/cgi-bin/affiliates/clickthru.cgi?id=Bankroller&page=http://www.hostgator.com/green-web-hosting.shtml
[2] https://www.theguardian.com/world/2020/jul/06/coronavirus-world-treating-symptoms-not-cause-pandemics-un-report
[2] https://www.datacenterknowledge.com/energy/ceos-drop-climate-change-talk-focus-surviving-covid-19
[2] http://kdkfund.blogspot.com/2020/07/2020-q2-performance-and-notes.html
[2] https://www.bbc.com/news/uk-wales-53308828
[2] https://twitter.com/MichaelEMann/status/1280516899885985793
[2] https://onestream.live/
[2] https://twitter.com/BellRibeiroAddy/status/1280457418279968768
[2] https://www.bbc.com/news/world-europe-53317861

Top URLs in Tweet in G3:
[119] https://www.weforum.org/agenda/2020/07/earth-climate-change-nasa
[39] https://www.weforum.org/agenda/2020/07/air-conditioners-inequality-energy-poverty-climate-change/
[13] https://www.weforum.org/agenda/2020/07/american-climate-change-local-community-coast
[9] https://www.weforum.org/agenda/2020/06/bangkok-green-space-park-old-train-line-thailand-climate-change
[6] https://www.weforum.org/agenda/2020/07/disaster-preparedness-government-policymakers
[6] https://www.weforum.org/agenda/2020/06/maersk-zero-carbon-shipping-sector-research-center-climate-change
[6] https://www.ecowatch.com/gulf-oysters-2646348638.html
[6] https://www.weforum.org/agenda/2020/07/tiny-urban-forests-miyawaki-biodiversity-carbon-capture/
[6] https://mackaycartoons.net/2020/03/18/wednesday-march-11-2020/
[4] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s10539-020-09754-2

Top URLs in Tweet in G4:
[6] https://www.youtube.com/watch?v=ykTeLrBOXZY

[6] https://www.dandc.eu/en/archive
[4] https://twitter.com/BernieSanders/status/1280227182401421312
[4] https://survey.app.do/juventudesclimamx
[4] https://twitter.com/mprnews/status/1280652823022063616
[3] https://blog.iammarketingmedia.com/a-grim-picture-of-climate-change-in-india/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://blog.iammarketingmedia.com/evaluating-house-democrats-new-climate-change-report-atlantic-council/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://indiancountrytoday.com/news/historic-day-for-standing-rock-as-pipeline-company-told-to-shut-down-remove-oil-KkDdhNzafUONvPvkmBc66A
[3] https://www.pv-tech.org/news/amazon-climate-pledge-fund-to-invest-in-low-carbon-energy-generation-storag
[3] https://www.weforum.org/agenda/2020/07/tiny-urban-forests-miyawaki-biodiversity-carbon-capture/

Top URLs in Tweet in G5:
[3] https://twinybots.ch/
[3] https://www.nytimes.com/2020/07/07/climate/climate-change-arctic-fires.html?referringSource=articleShare
[2] https://nypost.com/2020/07/06/heat-waves-have-become-more-frequent-and-intense-since-the-1950s/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[2] https://floodfactor.com/
[2] https://www.youtube.com/watch?v=jJbN1jW0nPs

[2] https://twitter.com/lachlan/status/1280164763507572736
[2] https://twitter.com/Ecosia/status/1280085705323053057
[2] https://twitter.com/Magusiak/status/1280281024891502592
[2] https://www.nationalobserver.com/2020/03/24/opinion/covid-19-crisis-tipping-point-will-we-invest-planetary-health-or-oil-and-gas?fbclid=IwAR1VZBjP0uNlkkj4_JElmXbZVxpKGtSK9n2KPFaKHAMOuUxrPqnNEe0Zn_E
[2] http://kdkfund.blogspot.com/2020/07/2020-q2-performance-and-notes.html

Top URLs in Tweet in G6:
[2] https://www.sciline.org/quick-facts/heat-waves
[1] https://climatefeedback.org/evaluation/article-by-michael-shellenberger-mixes-accurate-and-inaccurate-claims-in-support-of-a-misleading-and-overly-simplistic-argumentation-about-climate-change/
[1] https://www.buzzsprout.com/1100348/achievements/438200?milestone=500
[1] https://www.facebook.com/NBC10Boston/live/
[1] https://www.vox.com/energy-and-environment/2020/7/7/21311027/covid-19-climate-change-global-warming-shifting-baselines
[1] https://www.yaleclimateconnections.org/2020/07/iowa-cities-and-towns-invest-in-renewable-energy/
[1] https://www.reuters.com/article/us-iea-cleanenergy/huge-acceleration-of-clean-energy-innovation-needed-to-meet-net-zero-target-iea-idUSKBN2430FJ
[1] https://lifepowered.org/fact-check-is-climate-change-really-causing-more-severe-weather/?utm_content=133033853&utm_medium=social&utm_source=twitter&hss_channel=tw-960935967870812166
[1] https://grist.org/energy/this-e-bike-ad-was-too-intense-for-french-tv-now-its-blowing-up-online/?platform=hootsuite
[1] https://www.yaleclimateconnections.org/2020/06/commentary-covid-19-is-the-quiz-climate-change-the-final-exam/?platform=hootsuite

Top URLs in Tweet in G7:
[1] https://www.monitor.co.ug/News/National/Floods-disrupt-traffic-business-Kampala/688334-5589380-view-asAMP-s2b7bdz/index.html?__twitter_impression=true
[1] https://twitter.com/decolonialatlas/status/1280189887543721984
[1] https://www.care-international.org/news/press-releases/new-care-report-calls-for-urgent-gender-transformative-response-to-climate-displacement
[1] https://careclimatechange.org/evicted-by-climate-change/
[1] http://bit.ly/2FKlrP7
[1] http://bit.ly/2WH05Pu
[1] https://www.axios.com/florida-voters-climate-change-coronavirus-0e7182d8-81ae-45bf-a7d1-a910a094725f.html
[1] https://www.nato.int/docu/review/articles/2019/12/10/planetary-security-the-security-implications-of-climate-change/index.html
[1] https://bit.ly/2MVljSe
[1] https://care.ca/2020/07/evicted-by-climate-change-new-care-report-calls-for-urgent-gender-transformative-response-to-climate-displacement/

Top URLs in Tweet in G8:
[2] http://www.greenbuiltinternationalbuildingcompany.com/
[1] https://www.bbc.co.uk/news/world-asia-50276983
[1] https://grist.org/climate/summer-just-started-and-the-arctic-already-topped-100-degrees/
[1] https://www.theguardian.com/environment/2019/aug/14/fracking-causing-rise-in-methane-emissions-study-finds?CMP=share_btn_tw
[1] https://www.theguardian.com/environment/2020/jun/20/tipping-point-greta-thunberg-hails-black-lives-matter-protests?CMP=share_btn_tw
[1] https://www.vox.com/2019/4/12/18306566/david-attenborough-our-planet-netflix-advocacy?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://www.nationalgeographic.com/science/2020/06/covid-19-complicates-already-dire-wildfire-season/
[1] https://time.com/5709100/halt-climate-change-300-billion/?xid=tcoshare
[1] https://theconversation.com/climate-change-biodiversity-loss-and-other-global-ills-share-root-causes-140183?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://www.yaleclimateconnections.org/2020/06/commentary-covid-19-is-the-quiz-climate-change-the-final-exam/

Top URLs in Tweet in G9:
[1] https://www.livekindly.co/official-15-vegan-friendly-supermarkets-america/
[1] https://www.vegandiscoverytour.it/
[1] https://www.facebook.com/566845613779366/posts/928827304247860/
[1] https://www.rainforest-rescue.org/petitions/1223/no-to-food-estates-in-the-peat-forests-of-borneo?t=361-328-7552-1
[1] https://www.livekindly.co/lidl-beyond-burgers/
[1] https://www.aljazeera.com/news/2020/07/siberian-arctic-experiences-record-high-temperatures-200707154226427.html
[1] https://www.youtube.com/watch?v=UuGrBhK2c7U&feature=youtu.be

[1] https://twitter.com/pwc_uk/status/1280459563695845378
[1] http://r.socialstudio.radian6.com/1bd58c6c-78e6-4aa9-b41b-9a400c056b76
[1] https://www.livekindly.co/vatican-fossil-fuel-investments/

Top URLs in Tweet in G10:
[3] https://www.youtube.com/watch?v=bY9x0Yoc73g&feature=youtu.be

[3] https://www.youtube.com/watch?v=H8aK5ysRmLw&feature=youtu.be

[3] https://www.youtube.com/watch?v=y-NhNXBxMQ0&feature=youtu.be

[1] https://www.weforum.org/agenda/2020/07/air-conditioners-inequality-energy-poverty-climate-change/
[1] https://www.youtube.com/watch?v=bpHN86usfl8&feature=youtu.be

[1] https://twitter.com/WhoseRep/status/1280476994610892800
[1] https://www.weforum.org/agenda/2020/07/american-climate-change-local-community-coast
[1] https://www.youtube.com/c/BaYaTmusic?sub_confirmation=1
[1] https://twitter.com/JoeBiden/status/1279565656120229889

Top Domains
Top Domains in Tweet in Entire Graph:
[368] twitter.com
[228] weforum.org
[127] youtube.com
[85] bbc.com
[53] bit.ly
[36] theguardian.com
[29] pixelmoversandmakers.com
[27] co.uk
[22] blogspot.com
[20] iammarketingmedia.com

Top Domains in Tweet in G1:
[30] twitter.com
[18] youtube.com
[8] iceagenow.info
[7] cbc.ca
[4] notrickszone.com
[2] vox.com
[2] wordpress.com
[2] weforum.org
[2] climatism.blog
[2] newscientist.com

Top Domains in Tweet in G2:
[80] twitter.com
[11] theguardian.com
[10] blogspot.com
[9] bbc.com
[8] co.uk
[8] linkedin.com
[6] nationalgeographic.com
[6] enviroblog.net
[5] gpwx.news
[4] net.au

Top Domains in Tweet in G3:
[202] weforum.org
[7] ecowatch.com
[7] onegreenplanet.org
[6] mackaycartoons.net
[5] twitter.com
[5] climatenewsnetwork.net
[4] springer.com
[4] eurekalert.org
[4] scienceblog.com
[3] grist.org

Top Domains in Tweet in G4:
[42] twitter.com
[20] iammarketingmedia.com
[9] youtube.com
[6] dandc.eu
[6] weforum.org
[4] instagram.com
[4] app.do
[3] indiancountrytoday.com
[3] pv-tech.org
[3] bit.ly

Top Domains in Tweet in G5:
[17] twitter.com
[10] mattysparadigm.org
[7] nytimes.com
[6] youtube.com
[5] blogspot.com
[4] insideclimatenews.org
[3] twinybots.ch
[3] bbc.com
[3] vox.com
[2] nypost.com

Top Domains in Tweet in G6:
[4] twitter.com
[3] grist.org
[2] vox.com
[2] sciline.org
[2] yaleclimateconnections.org
[2] esri.com
[1] climatefeedback.org
[1] buzzsprout.com
[1] facebook.com
[1] reuters.com

Top Domains in Tweet in G7:
[7] twitter.com
[5] bit.ly
[2] wixsite.com
[1] co.ug
[1] care-international.org
[1] careclimatechange.org
[1] axios.com
[1] nato.int
[1] care.ca
[1] tmsnrt.rs

Top Domains in Tweet in G8:
[4] theguardian.com
[2] co.uk
[2] theconversation.com
[2] greenbuiltinternationalbuildingcompany.com
[1] grist.org
[1] vox.com
[1] nationalgeographic.com
[1] time.com
[1] yaleclimateconnections.org
[1] desmogblog.com

Top Domains in Tweet in G9:
[3] livekindly.co
[1] vegandiscoverytour.it
[1] facebook.com
[1] rainforest-rescue.org
[1] aljazeera.com
[1] youtube.com
[1] twitter.com
[1] radian6.com
[1] animalsvoice.com

Top Domains in Tweet in G10:
[11] youtube.com
[2] weforum.org
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3843] climatechange
[251] climatecrisis
[248] climateaction
[222] covid19
[177] globalwarming
[140] sustainability
[128] climate
[127] nasa
[121] environment
[120] climateemergency



Top Hashtags in Tweet in G1:
[247] climatechange
[82] climatecrisis
[44] climateaction
[27] climatebrawl
[23] climatestrike
[21] climateemergency
[14] renewableenergy
[14] extinctionrebellion
[12] sustainability
[11] auspol

Top Hashtags in Tweet in G2:
[398] climatechange
[30] climatecrisis
[29] globalwarming
[22] sustainability
[21] covid19
[19] environment
[18] climate
[17] climateemergency
[12] auspol
[12] pollution

Top Hashtags in Tweet in G3:
[282] climatechange
[119] nasa
[39] temperature
[23] sustainability
[21] italianalps
[21] glacier
[14] sidney
[14] wind
[14] solar
[14] renewable

Top Hashtags in Tweet in G4:
[289] climatechange
[92] climateaction
[34] globalwarming
[31] environment
[19] adaptation
[19] sustainability
[18] arctic
[18] climatecrisis
[18] climate
[16] antarctica

Top Hashtags in Tweet in G5:
[174] climatechange
[23] globalwarming
[21] covid19
[12] climate
[11] climatecrisis
[8] climatememe
[8] climatememes
[7] climateaction
[7] nuclear
[6] blacklivesmatter

Top Hashtags in Tweet in G6:
[70] climatechange
[13] heatwave
[6] climateaction
[4] ethoslifestyle
[4] coronavirus
[3] cleanenergy
[3] hr763
[3] putapriceoncarbon
[3] heatwaves
[2] endorsement

Top Hashtags in Tweet in G7:
[103] climatechange
[8] naturebasedsolutions
[7] climatecrisis
[6] climateaction
[6] climateemergency
[6] activists
[5] climatestrikeonline
[5] aueumeetup
[5] globalwarming
[4] climate

Top Hashtags in Tweet in G8:
[58] climatechange
[20] actonclimate
[11] keepitintheground
[9] wetlands
[5] ecocide
[5] covid19
[4] cleanenergy
[4] globalwarming
[4] affordablehousing
[4] housing

Top Hashtags in Tweet in G9:
[24] climatechange
[19] 4voiceless
[19] animalrights
[17] vegan
[10] arctic
[10] wildfires
[10] siberia
[10] sentinel2
[7] borneo
[6] health

Top Hashtags in Tweet in G10:
[32] climatechange
[18] climateemergency
[15] covid19
[15] japan
[7] tuesdaygroup
[7] fakemoderate
[6] actonclimate
[5] beatplasticpollution
[5] breathe
[4] climateaction

Top Words
Top Words in Tweet in Entire Graph:
[3844] #climatechange
[771] climate
[516] more
[453] change
[307] one
[291] people
[286] 2020
[281] year
[261] wef
[251] #climatecrisis

Top Words in Tweet in G1:
[247] #climatechange
[124] climate
[118] geraldkutney
[82] #climatecrisis
[69] profstrachan
[53] news
[46] change
[46] arikring
[44] one
[44] #climateaction

Top Words in Tweet in G2:
[398] #climatechange
[59] climate
[44] change
[32] more
[30] #climatecrisis
[29] #globalwarming
[25] world
[22] #sustainability
[21] #covid19
[21] need

Top Words in Tweet in G3:
[282] #climatechange
[240] wef
[121] hottest
[121] year
[120] nasa
[119] 2020
[119] predicted
[119] record
[119] according
[119] #nasa

Top Words in Tweet in G4:
[289] #climatechange
[92] #climateaction
[65] climate
[63] more
[44] change
[34] #globalwarming
[32] read
[31] #environment
[22] global
[22] news

Top Words in Tweet in G5:
[175] #climatechange
[33] climate
[23] #globalwarming
[21] change
[21] #covid19
[16] more
[14] see
[14] shall
[14] science
[14] realdonaldtrump

Top Words in Tweet in G6:
[70] #climatechange
[46] climatefdbk
[45] shellenberger
[44] article
[44] michael
[44] mixes
[44] accurate
[44] inaccurate
[44] claims
[44] support

Top Words in Tweet in G7:
[103] #climatechange
[25] effects
[23] year
[21] climate
[20] crisis
[20] careglobal
[19] million
[19] forest
[19] forests
[19] gretathunberg

Top Words in Tweet in G8:
[92] pauledawson
[58] #climatechange
[52] need
[52] stop
[44] climate
[42] change
[37] learn
[33] very
[33] lot
[32] still

Top Words in Tweet in G9:
[24] #climatechange
[19] #4voiceless
[19] #animalrights
[18] ale6altrove
[17] #vegan
[11] july
[10] info
[10] last
[10] weekend
[10] saw

Top Words in Tweet in G10:
[50] solutions
[49] mikehudema
[48] six
[48] years
[48] copenhagen
[48] set
[48] become
[48] world's
[48] first
[48] carbon

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[395] climate,change
[128] read,more
[126] hottest,year
[126] year,record
[125] predicted,hottest
[125] record,according
[125] #climatechange,#nasa
[124] 2020,predicted
[124] according,nasa
[124] nasa,#climatechange

Top Word Pairs in Tweet in G1:
[44] climate,change
[33] law,make
[33] make,#climatechange
[33] #climatechange,illegal
[33] illegal,one
[33] one,robust
[33] robust,laws
[33] laws,climate
[33] change,created
[32] profstrachan,law

Top Word Pairs in Tweet in G2:
[33] climate,change
[13] #climatechange,#climatecrisis
[13] #globalwarming,#climatechange
[8] #climatechange,#globalwarming
[8] covid,19
[8] fossil,fuels
[8] #temperature,#climatechange
[8] #cambioclimatico,#carbononeutro
[8] #carbononeutro,#climatechange
[8] #climatechange,#carbonneutral

Top Word Pairs in Tweet in G3:
[119] 2020,predicted
[119] predicted,hottest
[119] hottest,year
[119] year,record
[119] record,according
[119] according,nasa
[119] nasa,#climatechange
[119] #climatechange,#nasa
[117] wef,2020
[40] read,more

Top Word Pairs in Tweet in G4:
[36] climate,change
[27] #climatechange,#climateaction
[24] #climateaction,#climatechange
[22] read,more
[18] more,#adaptation
[16] #adaptation,#antarctica
[15] #antarctica,#arctic
[14] #climatechange,#globalwarming
[13] #arctic,#carbondioxide
[13] #carbondioxide,#climateaction

Top Word Pairs in Tweet in G5:
[19] #climatechange,#globalwarming
[17] climate,change
[8] #climatememe,#climatememes
[8] #climatememes,#climatechange
[8] covid,19
[7] global,warming
[7] geraldkutney,canada
[7] canada,doing
[7] doing,compared
[7] compared,#covid19

Top Word Pairs in Tweet in G6:
[44] article,michael
[44] michael,shellenberger
[44] shellenberger,mixes
[44] mixes,accurate
[44] accurate,inaccurate
[44] inaccurate,claims
[44] claims,support
[44] support,misleading
[44] misleading,overly
[44] overly,simplistic

Top Word Pairs in Tweet in G7:
[16] according,careglobal
[16] careglobal,year
[16] year,over
[16] over,26
[16] 26,million
[16] million,people
[16] people,displaced
[16] displaced,effects
[16] effects,#climatechange
[16] #climatechange,majority

Top Word Pairs in Tweet in G8:
[52] need,stop
[42] climate,change
[32] still,lot
[32] lot,learn
[32] learn,quickly
[32] quickly,antarctica
[32] antarctica,respond
[32] respond,climate
[32] change,very
[32] very,clear

Top Word Pairs in Tweet in G9:
[14] #4voiceless,#animalrights
[14] #animalrights,#climatechange
[10] last,weekend
[10] weekend,saw
[10] saw,again
[10] again,#arctic
[10] #arctic,#wildfires
[10] #wildfires,whole
[10] whole,#siberia
[10] #siberia,one

Top Word Pairs in Tweet in G10:
[48] six,years
[48] years,copenhagen
[48] copenhagen,set
[48] set,become
[48] become,world's
[48] world's,first
[48] first,carbon
[48] carbon,neutral
[48] neutral,capital
[48] capital,solutions

Top Replied-To
Top Replied-To in Entire Graph:
@geraldkutney
@washingtonpost
@alexandriav2005
@berniesanders
@hazloe3
@wbrettwilson
@shellenbergermd
@jwspry
@robertkennedyjr
@dineshdsouza

Top Replied-To in G1:
@geraldkutney
@hazloe3
@dotcommodity
@raduede
@wbrettwilson
@erinotoolemp
@politicalorgasm
@itsarigrace
@farah_mkma
@monarijulius

Top Replied-To in G4:
@bbcclick

Top Replied-To in G5:
@sevenbowie
@realdonaldtrump

Top Replied-To in G6:
@contrepoints
@shellenbergermd
@emmyzen

Top Replied-To in G7:
@lorrie_e
@skynews
@theellenshow

Top Replied-To in G9:
@simamoradupito
@chunhuams

Top Mentioned
Top Mentioned in Entire Graph:
@wef
@geraldkutney
@pauledawson
@profstrachan
@wmo
@copernicusecmwf
@mikehudema
@robertkennedyjr
@climatefdbk
@opcanary

Top Mentioned in G1:
@geraldkutney
@profstrachan
@arikring
@jackthelad1947
@thenergynet
@ristori20
@saleemulhuq
@dawnroseturner
@kirillklip
@christinemilne

Top Mentioned in G2:
@_oscience
@landrights4all
@aecnewstoday
@chbstone2
@meettheocean
@ljb2liam
@staphtraining
@galactr0n
@principsofprosp
@normajeanangel

Top Mentioned in G3:
@wef
@ecowatch
@frronconi
@alvinfoo
@naturebasedsols
@earthaccounting
@c
@dragofix
@choosewild
@shicooks

Top Mentioned in G4:
@cherguiagroup
@mybeaudes
@iam__network
@noreenwise777
@unfccc
@alkirshiriyadh
@scarletmonahan
@eib
@mayornorton
@capstoneturbine

Top Mentioned in G5:
@realdonaldtrump
@geraldkutney
@nytimes
@allanmargolin
@teamsmarthouse
@halfbasis
@insideclimate
@climatemama
@kaykosmos
@europarl_en

Top Mentioned in G6:
@climatefdbk
@khayhoe
@climatecomms
@facebook
@citizensclimate
@donboesch
@shellenbergermd
@denisenbcboston
@petenbcboston
@cc_yale

Top Mentioned in G7:
@careglobal
@gretathunberg
@namugerwaleah
@iucn
@fridays4future
@nakabuyehildaf
@aueuyouthhub
@unccd
@s_a_z_37
@skynews

Top Mentioned in G8:
@pauledawson
@wcelaw
@desmogblog
@cmu_cheme
@cmuengineering
@michaelemann
@gbibuildingco
@ramblinactivist
@cleanenergycan
@nafeezahmed

Top Mentioned in G9:
@ale6altrove
@copernicuseu
@tonyveco
@livekindlyco
@hrw
@emmahlcox
@uswateralliance
@policylink
@emeraldcities
@troyrob1994

Top Mentioned in G10:
@mikehudema
@bmay
@youtube
@repbrianfitz
@jgcocanada
@wef
@icday2020
@ecology_house
@profstrachan
@robinovich

Top Tweeters
Top Tweeters in Entire Graph:
@scarletmonahan
@paoloigna1
@jurylady5
@marcodacostafx
@robre62
@lindaleeking
@joefreedomlove
@ecointernetdrgb
@evankirstel
@baarahk

Top Tweeters in G1:
@lindaleeking
@dancas2
@sddphoto
@himurotakasi
@lehimesa
@chuddles11
@jilliemary
@b1e56df9ce6549f
@billnigh
@normanbuffong

Top Tweeters in G2:
@al_maldives
@paulrogers002
@mtnbvan
@pooetryman
@galactr0n
@deccanherald
@herrkusuma
@jamesvgingerich
@aethonaia
@charissadufour

Top Tweeters in G3:
@marcodacostafx
@robre62
@evankirstel
@nilimajumder
@rosenchild
@kimvie
@barbarosa69
@daveyk317
@allan_crawshaw
@shicooks

Top Tweeters in G4:
@scarletmonahan
@backstorymom1
@thearieair
@iam__network
@sumanebot
@frazzling
@662maz
@agitatorsneeded
@tribunkaltim
@riverasunauthor

Top Tweeters in G5:
@ecointernetdrgb
@bellesapepper37
@eykis
@chaelmontgomery
@darlene_edw
@debrob1947
@everyhumanknows
@nytimes
@sevenbowie
@way2gosassy

Top Tweeters in G6:
@padakitty
@porridgeisgood
@markburgerenerg
@bbcworld
@afp
@sejorg
@michaelscally
@houmanitarian
@emmyzen
@jjcrosstrainers

Top Tweeters in G7:
@honeymoongondol
@skynews
@amyharlib
@kmiba
@_andreaangulo_
@def_izit
@jrobert_nl
@lorrie_e
@maddylina25
@atrefugees

Top Tweeters in G8:
@broomstick33
@joshollegien
@dwatchnews
@kevinrns
@michaelpurvis64
@newsanceandgg
@l82be
@ramonafeminist
@jamtartladyharp
@detous

Top Tweeters in G9:
@paoloigna1
@guardian
@abcnews
@lfkraus
@dwnews
@ajenglish
@cruellaisdevine
@nicolasnicola22
@fendente1
@ajenews

Top Tweeters in G10:
@samljpage
@ewestaway
@neric16
@elleallever
@carmosteph
@mangotree_books
@jenjavajunky
@shelbyratifyera
@showpatience
@eric0lawton


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