#climatechange, Twitter, 7/2/2020 1:34:07 AM, 230108


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#climatechange_2020-07-01_17-10-03.xlsx
#climatechange_2020-07-01_17-10-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 02, 2020
Short Description:
#climatechange via NodeXL https://bit.ly/31BePAE
@pauledawson
@arikring
@geraldkutney
@imagine_garden
@weincludedorg
@iluvco2
@extinctionr_sv
@ronnisalt
@eankitpandey
@eco1start

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

Description:
Description
The graph represents a network of 6,089 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, 02 July 2020 at 00:11 UTC.

The requested start date was Thursday, 02 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, 15-minute period from Monday, 29 June 2020 at 19:38 UTC to Wednesday, 01 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 : 6089
Unique Edges : 4756
Edges With Duplicates : 9399
Total Edges : 14155
Number of Edge Types : 5
Retweet : 3640
MentionsInRetweet : 6086
Mentions : 2975
Tweet : 1211
Replies to : 243
Self-Loops : 1288
Reciprocated Vertex Pair Ratio : 0.0204135043182413
Reciprocated Edge Ratio : 0.0400102590407797
Connected Components : 1004
Single-Vertex Connected Components : 373
Maximum Vertices in a Connected Component : 3463
Maximum Edges in a Connected Component : 10282
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.972318
Graph Density : 0.000210359734028468
Modularity : 0.537499
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 6,089 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, 02 July 2020 at 00:11 UTC.

The requested start date was Thursday, 02 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, 15-minute period from Monday, 29 June 2020 at 19:38 UTC to Wednesday, 01 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:
[26] https://www.bbc.co.uk/news/science-environment-53231875
[15] https://www.weforum.org/agenda/2020/06/the-un-who-and-wwf-believe-emerging-infectious-diseases-are-driven-by-human-activities
[13] https://www.weforum.org/agenda/2020/06/maersk-zero-carbon-shipping-sector-research-center-climate-change
[13] https://bsbipublicity.blogspot.com/2020/06/wildflower-of-month-june-bee-orchid.html
[10] https://environmentalprogress.org/big-news/2020/6/29/on-behalf-of-environmentalists-i-apologize-for-the-climate-scare
[10] https://www.smh.com.au/environment/climate-change/nowhere-to-hide-south-pole-warms-up-with-climate-change-a-factor-20200629-p55797.html
[10] https://www.washingtonpost.com/climate-solutions/2020/06/29/climate-change-racism/
[9] https://www.financialexpress.com/lifestyle/science/are-penguins-becoming-a-major-cause-of-climate-change/2006046/
[9] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fcommentary%2fsorry-for-misleading-you-but-i-cried-wolf-on-the-global-dangers-of-climate-change%2fnews-story%2f0079baab2757686b0bffc014de064676
[9] https://climatecrisis.house.gov/report

Top URLs in Tweet in G1:
[6] https://www.washingtonpost.com/climate-solutions/2020/06/29/climate-change-racism/?platform=hootsuite
[5] https://www.washingtonpost.com/climate-solutions/2020/06/29/climate-change-racism/
[3] https://www.motherjones.com/environment/2020/06/how-a-decade-of-neglect-and-politics-undermined-the-cdcs-fight-against-climate-change/?platform=hootsuite
[3] https://oag.dc.gov/sites/default/files/2020-06/DC-v-Exxon-BP-Chevron-Shell-Filed-Complaint.pdf
[2] https://www.facebook.com/GreenLightSolutionsFoundation/videos/885544825255625/
[2] https://www.washingtonpost.com/local/legal-issues/dc-attorney-general-sues-oil-and-gas-companies-alleging-industry-misled-public-about-climate-change/2020/06/25/7b633584-b705-11ea-a8da-693df3d7674a_story.html?utm_content=132942029&utm_medium=social&utm_source=twitter&hss_channel=tw-456864723
[2] https://www.nwaonline.com/news/2020/jun/29/house-democrats-set-to-unveil-plan-to-curb/?platform=hootsuite
[2] https://www.theguardian.com/environment/2020/jun/20/tipping-point-greta-thunberg-hails-black-lives-matter-protests?CMP=share_btn_tw
[2] https://www.youtube.com/watch?v=ipVxxxqwBQw&feature=youtu.be

[2] https://recruit.ucdavis.edu/JPF03583

Top URLs in Tweet in G2:
[15] https://www.weforum.org/agenda/2020/06/the-un-who-and-wwf-believe-emerging-infectious-diseases-are-driven-by-human-activities
[12] https://www.weforum.org/agenda/2020/06/maersk-zero-carbon-shipping-sector-research-center-climate-change
[7] https://www.weforum.org/agenda/2020/06/snow-ice-heatwave-siberia-climate-change-weather
[5] https://www.weforum.org/agenda/2020/06/renewable-energy-cheaper-coal
[3] https://www.discovermagazine.com/health/dengue-fever-is-on-the-rise-a-ticking-time-bomb-in-many-places-around-the
[3] http://gpwx.news/mjrcp
[2] https://www.weforum.org/agenda/2020/06/bangkok-green-space-park-old-train-line-thailand-climate-change
[2] https://www.weforum.org/agenda/2020/06/arctic-hottest-temperature-100-degrees-fahrenheit-siberia-climate-change
[2] https://news.yahoo.com/climate-change-planting-forests-more-150356762.html
[2] https://www.youtube.com/watch?v=mPh_FugC9NQ&feature=youtu.be


Top URLs in Tweet in G3:
[6] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fcommentary%2fsorry-for-misleading-you-but-i-cried-wolf-on-the-global-dangers-of-climate-change%2fnews-story%2f0079baab2757686b0bffc014de064676
[4] https://environmentalprogress.org/big-news/2020/6/29/on-behalf-of-environmentalists-i-apologize-for-the-climate-scare
[4] https://www.breitbart.com/environment/2020/06/29/prominent-environmental-activist-michael-shellenberger-apologizes-for-climate-scare/
[3] https://www.bbc.co.uk/news/science-environment-53231875
[3] http://secure.hostgator.com/~affiliat/cgi-bin/affiliates/clickthru.cgi?id=Bankroller&page=http://www.hostgator.com/green-web-hosting.shtml
[2] https://twitter.com/p_hannam/status/1277701826251419650
[2] https://apple.news/AcGRs15CTRcKa7GufPiL_ig
[2] http://environmentalprogress.org/big-news/2020/6/29/on-behalf-of-environmentalists-i-apologize-for-the-climate-scare
[2] https://torontosun.com/opinion/columnists/goldstein-how-climate-change-alarmism-hurts-the-environment-and-us
[2] http://thelenaghioparadox.blogspot.com/2013/01/the-phenomena-of-evolution-captured.html

Top URLs in Tweet in G4:
[3] https://twitter.com/florentmimart/status/1278034411284504578
[2] https://www.youtube.com/watch?v=5ibUd7v6KwE&feature=youtu.be

[2] https://twitter.com/MichaelEMann/status/1277973040832237575
[1] https://twitter.com/Dilbert_Daily/status/1277561201753554950
[1] https://twitter.com/IPCC_CH/status/1277560550038425600
[1] https://twitter.com/UNFCCC/status/1277922262184873984
[1] https://twitter.com/realDonaldTrump/status/1275131038679928833
[1] https://twitter.com/ShellenbergerMD/status/1277380835532877824
[1] https://www.financialexpress.com/lifestyle/science/are-penguins-becoming-a-major-cause-of-climate-change/2006046/
[1] https://www.youtube.com/watch?v=w8c10nWwY8I&feature=youtu.be


Top URLs in Tweet in G5:
[7] https://www.financialexpress.com/lifestyle/science/are-penguins-becoming-a-major-cause-of-climate-change/2006046/
[4] https://climatism.blog/2014/02/08/46-statements-by-ipcc-experts-against-the-ipcc-climatism/
[3] https://climatism.blog/2020/06/29/must-read-on-behalf-of-environmentalists-i-apologize-for-the-climate-scare/
[3] https://rclutz.wordpress.com/2020/06/30/what-climate-crisis/
[2] https://climatism.blog/2018/09/10/another-dud-climate-change-prediction-record-grain-harvest-for-australian-farmers/
[1] https://twitter.com/lgnsw/status/1278119161651097601
[1] https://twitter.com/szabosolicitors/status/1278109684763734017
[1] https://bit.ly/3hLCpQV
[1] https://climatism.blog/2020/03/07/46-statements-by-ipcc-experts-against-the-ipcc/
[1] https://www.youtube.com/watch?v=sO08Hhjes_0#t=328


Top URLs in Tweet in G6:
[13] https://bsbipublicity.blogspot.com/2020/06/wildflower-of-month-june-bee-orchid.html
[3] https://twinspace.etwinning.net/107923/home
[2] https://carlossanchez.eco/blog/milankovitch-cycles-climate-change/
[2] http://environmentalprogress.org/big-news/2020/6/29/on-behalf-of-environmentalists-i-apologize-for-the-climate-scare
[2] https://www.propublica.org/article/millions-of-homeowners-who-need-flood-insurance-dont-know-it-thanks-to-fema
[2] https://www.nytimes.com/2020/06/19/climate/climate-seas-30-year-mortgage.html
[2] https://quillette.com/2020/06/30/on-behalf-of-environmentalists-i-apologize-for-the-climate-scare/
[2] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fcommentary%2fsorry-for-misleading-you-but-i-cried-wolf-on-the-global-dangers-of-climate-change%2fnews-story%2f0079baab2757686b0bffc014de064676
[2] https://www.telegraph.co.uk/high-speed-2/
[2] https://twitter.com/NewZealand_cafe/status/367651482004250625

Top URLs in Tweet in G7:
[6] https://www.independent.co.uk/life-style/health-and-families/veganism-environmental-impact-planet-reduced-plant-based-diet-humans-study-a8378631.html
[4] https://phys.org/news/2020-06-major-paleoclimatology-global-upended-years.html
[2] https://blog.iammarketingmedia.com/china-is-misleading-the-world-on-coronavirus-and-climate-change/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[2] https://blog.iammarketingmedia.com/why-the-mediterranean-is-a-pivotal-climate-change-hotspot/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[2] https://blog.iammarketingmedia.com/wisconsin-task-force-seeks-comments-on-climate-change-rivertowns/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[2] https://twitter.com/Klima2020Africa/status/1277696887894794240
[2] https://www.theguardian.com/environment/2020/jun/18/world-has-six-months-to-avert-climate-crisis-says-energy-expert
[2] https://www.livescience.com/63688-methane-lake-farts-fire.html
[2] https://twitter.com/zerohedge/status/1277747432319827975
[2] https://environmentalprogress.org/big-news/2020/6/29/on-behalf-of-environmentalists-i-apologize-for-the-climate-scare

Top URLs in Tweet in G8:
[2] https://www.theguardian.com/australia-news/2020/jul/01/liberal-eden-monaro-candidate-under-fire-for-climate-and-same-sex-marriage-comments
[1] https://twitter.com/lenoretaylor/status/1277895692686487557
[1] https://twitter.com/hughriminton/status/1278135333964533761
[1] https://www.theguardian.com/environment/2020/jun/30/south-pole-warming-three-times-faster-than-rest-of-the-world-our-research-shows?CMP=share_btn_tw
[1] https://twitter.com/MikeHudema/status/1277925558916190208
[1] https://www.nytimes.com/2020/06/29/climate/south-pole-warming-climate-change.html?smid=tw-share
[1] https://www.theguardian.com/australia-news/2020/jun/29/eden-monaro-liberal-candidate-says-reducing-fuel-is-the-only-way-to-manage-bushfires
[1] https://twitter.com/billmckibben/status/1277704468319145991
[1] https://www.abc.net.au/news/2020-06-30/government-unveils-10-year-defence-strategy/12408232

Top URLs in Tweet in G9:
[3] https://twitter.com/_FriedrichMerz/status/1278076609505955840
[1] https://support.nwfactionfund.org/page/20485/donate/1?en_chan=tw&locale=en-US&ea.tracking.id=&en_ref=31932644
[1] https://therevelator.org/fossil-fuel-library/
[1] https://therevelator.org/future-climate-impacts/
[1] https://bit.ly/38dypnW
[1] https://www.euronews.com/2020/06/30/extinction-rebellion-activists-chain-themselves-to-gates-in-french-finance-ministry-protes?utm_medium=Social&utm_source=Twitter#Echobox=1593542973
[1] https://www.fridaysforfuture.in/emailcampaign/Withdraw-Draft-EIA
[1] https://www.pscp.tv/w/cci2AzF6WUViQndna0FaRWV8MVprS3ptYUVPQVh4du_-OgEcyaASh54v651dNhGH41dEm9tO5UmKKlw3l3qM
[1] https://www.facebook.com/events/933516800448617/
[1] https://forms.gle/T6he76QLMWj2VhDp7

Top URLs in Tweet in G10:
[5] https://twinybots.ch/
[3] https://www.reuters.com/article/us-asia-energy-climatechange-trfn/climate-fund-targets-2-5-billion-in-clean-energy-investment-for-se-asia-idUSKBN2402E6
[2] https://theconversation.com/affluence-is-killing-the-planet-warn-scientists-141017
[2] https://www.conservativedailynews.com/2020/06/environmentalist-issues-climate-scare-apology-forbes-removes-article/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://visitor.r20.constantcontact.com/manage/optin?v=001dCD0S6IuBsY2qbNAvZUHIOL55eWiRnlR6Pp7Ip4WqEc-xFybrVnCRBazplBzcrWq7DTnzH_FYYbJ1fJ5JFU_h1Fh8QaRFXohsj28JGe3-uw%3D
[2] https://www.nytimes.com/2020/06/29/climate/south-pole-warming-climate-change.html?smid=tw-share
[2] https://www.youtube.com/watch?v=-Aw8qj3lz0Y&feature=youtu.be

[2] http://gpwx.news/wn1mb
[2] https://carlossanchez.eco/blog/milankovitch-cycles-climate-change/
[2] https://www.forbes.com/sites/bernardmarr/2020/06/22/10-wonderful-examples-of-using-artificial-intelligence-ai-for-good/#4de204e92f95

Top Domains
Top Domains in Tweet in Entire Graph:
[308] twitter.com
[58] co.uk
[54] theguardian.com
[51] youtube.com
[49] bit.ly
[48] weforum.org
[45] blogspot.com
[39] nwfactionfund.org
[35] com.au
[32] nytimes.com

Top Domains in Tweet in G1:
[14] washingtonpost.com
[13] twitter.com
[8] theguardian.com
[5] facebook.com
[4] youtube.com
[4] forbes.com
[3] motherjones.com
[3] co.uk
[3] dc.gov
[3] bookshop.org

Top Domains in Tweet in G2:
[44] weforum.org
[7] twitter.com
[7] gpwx.news
[3] discovermagazine.com
[2] yahoo.com
[2] mckinsey.com
[2] youtube.com
[1] nytimes.com
[1] com.au
[1] guyonclimate.com

Top Domains in Tweet in G3:
[70] twitter.com
[33] nwfactionfund.org
[14] youtube.com
[12] com.au
[10] blogspot.com
[9] co.uk
[8] nytimes.com
[8] linkedin.com
[8] instagram.com
[6] environmentalprogress.org

Top Domains in Tweet in G4:
[21] twitter.com
[5] bit.ly
[4] youtube.com
[2] fao.org
[1] financialexpress.com
[1] europa.eu
[1] reuters.com
[1] house.gov
[1] wixsite.com
[1] org.uk

Top Domains in Tweet in G5:
[10] climatism.blog
[7] financialexpress.com
[6] twitter.com
[3] wordpress.com
[2] nasa.gov
[1] bit.ly
[1] youtube.com
[1] yaleclimateconnections.org
[1] nature.com
[1] noaa.gov

Top Domains in Tweet in G6:
[14] blogspot.com
[11] twitter.com
[6] theguardian.com
[3] etwinning.net
[3] environmentalprogress.org
[3] nytimes.com
[3] mattysparadigm.org
[3] bit.ly
[2] mckinsey.com
[2] carlossanchez.eco

Top Domains in Tweet in G7:
[13] iammarketingmedia.com
[13] twitter.com
[8] theguardian.com
[6] co.uk
[4] phys.org
[3] europa.eu
[2] livescience.com
[2] environmentalprogress.org
[2] resilience.org
[2] linkedin.com

Top Domains in Tweet in G8:
[4] twitter.com
[4] theguardian.com
[1] nytimes.com
[1] net.au

Top Domains in Tweet in G9:
[3] twitter.com
[2] therevelator.org
[1] nwfactionfund.org
[1] bit.ly
[1] euronews.com
[1] fridaysforfuture.in
[1] pscp.tv
[1] facebook.com
[1] forms.gle

Top Domains in Tweet in G10:
[6] gpwx.news
[5] reuters.com
[5] twinybots.ch
[5] nytimes.com
[3] youtube.com
[3] twitter.com
[2] theconversation.com
[2] mattysparadigm.org
[2] conservativedailynews.com
[2] constantcontact.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3514] climatechange
[231] climatecrisis
[206] climateaction
[175] globalwarming
[166] covid19
[152] climate
[138] environment
[107] climateemergency
[102] renewableenergy
[95] actonclimate



Top Hashtags in Tweet in G1:
[193] climatechange
[18] climatecrisis
[15] globalwarming
[14] actonclimate
[11] climateaction
[9] climateemergency
[8] sustainability
[7] socialist
[7] pragerforce
[6] environment

Top Hashtags in Tweet in G2:
[173] climatechange
[54] denmark
[36] renewableenergy
[36] renewables
[33] electricity
[32] ocean
[21] climate
[19] covid19
[19] climatestrike
[16] sustainability

Top Hashtags in Tweet in G3:
[432] climatechange
[36] actonclimate
[33] movingforward
[32] climate
[26] climatecrisis
[25] globalwarming
[18] environment
[13] covid19
[12] auspol
[9] green

Top Hashtags in Tweet in G4:
[140] climatechange
[64] savethesahel
[56] climatecrisis
[43] climatebrawl
[19] climateaction
[14] uninghana
[11] solidarity
[10] africa
[7] ghana
[7] climatetwitter

Top Hashtags in Tweet in G5:
[91] climatechange
[14] auspol
[14] climatebrawl
[12] gmb
[9] coronavirus
[7] uspolitics
[6] jacindaardern
[6] ipcc
[6] sr15
[4] globalwarming

Top Hashtags in Tweet in G6:
[138] climatechange
[13] noexistevacunaparalacrisisclimatica
[13] wildflowerofthemonth
[9] globalwarming
[7] climateaction
[6] climatecrisis
[6] climateemergency
[5] covid19
[4] sdgs
[4] co2

Top Hashtags in Tweet in G7:
[127] climatechange
[66] climateaction
[30] vegan
[29] arctic
[26] climatecrisis
[19] environment
[13] adaptation
[12] antarctica
[12] wildfires
[12] globalwarming

Top Hashtags in Tweet in G8:
[194] climatechange
[17] auspol
[15] climateemergency
[11] renewables
[11] theprojecttv
[5] edenmonaro
[5] qanda
[4] edenmonarovotes
[4] globalwarming
[4] covid19aus

Top Hashtags in Tweet in G9:
[31] climatechange
[6] extinctionrebellion
[4] jointherebellion
[4] lanz
[4] systemchange
[4] tippingpoints
[4] askascientistlive
[3] xrsweden
[3] askascientist
[2] bailouttheplanet

Top Hashtags in Tweet in G10:
[94] climatechange
[30] globalwarming
[17] climate
[6] environment
[6] basicincome
[5] climateactionnow
[5] connecticut
[5] maine
[4] sustainability
[4] facebook

Top Words
Top Words in Tweet in Entire Graph:
[3514] #climatechange
[798] climate
[444] more
[409] change
[345] world
[294] pauledawson
[277] science
[263] act
[243] people
[238] global

Top Words in Tweet in G1:
[246] pauledawson
[193] #climatechange
[138] reef
[93] people
[93] significant
[88] increase
[82] world
[76] great
[76] worst
[72] coral

Top Words in Tweet in G2:
[173] #climatechange
[104] power
[71] arikring
[70] profstrachan
[63] ristori20
[54] #denmark
[52] using
[52] source
[52] wave
[52] ecowarriorss

Top Words in Tweet in G3:
[432] #climatechange
[110] climate
[62] more
[42] natural
[41] change
[41] make
[38] need
[37] act
[37] disasters
[37] resilient

Top Words in Tweet in G4:
[141] #climatechange
[96] fao
[93] antonioguterres
[89] emmanuelmacron
[85] _africanunion
[85] faodg
[77] geraldkutney
[66] climate
[64] #savethesahel
[58] friends

Top Words in Tweet in G5:
[91] #climatechange
[37] jwspry
[36] climate
[26] dr
[26] global
[25] murpharoo
[22] science
[22] dawntj90
[21] welosthim
[21] fed

Top Words in Tweet in G6:
[138] #climatechange
[59] climate
[39] more
[38] change
[21] need
[18] gretathunberg
[18] people
[14] find
[13] #noexistevacunaparalacrisisclimatica
[13] día

Top Words in Tweet in G7:
[127] #climatechange
[66] #climateaction
[39] climate
[30] #vegan
[29] #arctic
[29] university
[28] june
[26] #climatecrisis
[26] going
[25] more

Top Words in Tweet in G8:
[194] #climatechange
[144] australia
[144] accept
[142] ronnisalt
[142] prime
[142] minister
[142] refuses
[142] act
[142] science
[142] tens

Top Words in Tweet in G9:
[126] sas
[125] activists
[120] flight
[118] breaking
[118] blocked
[118] rebels
[118] bailouts
[118] dirty
[118] industries
[118] physically

Top Words in Tweet in G10:
[94] #climatechange
[40] climate
[37] change
[30] #globalwarming
[22] coming
[22] clean
[21] world
[17] #climate
[17] epa
[16] warming

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[331] climate,change
[154] #climatechange,science
[150] australia,prime
[150] prime,minister
[150] minister,refuses
[150] refuses,act
[150] act,accept
[150] accept,#climatechange
[150] science,tens
[150] tens,thousands

Top Word Pairs in Tweet in G1:
[69] summer,world
[69] world,largest
[69] largest,coral
[69] coral,reef
[69] reef,system
[69] system,great
[69] great,barrier
[69] barrier,reef
[69] reef,suffered
[69] suffered,worst

Top Word Pairs in Tweet in G2:
[52] #denmark,using
[52] using,power
[52] wave,power
[42] ristori20,mzjacobson
[40] profstrachan,ecowarriorss
[40] ecowarriorss,msfowlersays
[40] msfowlersays,christinemilne
[40] christinemilne,ristori20
[40] mzjacobson,charluv2011
[40] charluv2011,bsuhic

Top Word Pairs in Tweet in G3:
[35] more,resilient
[35] combat,#climatechange
[34] climate,change
[34] leaders,invest
[34] invest,natural
[34] natural,infrastructure
[34] infrastructure,combat
[34] #climatechange,make
[34] make,nation
[34] nation,more

Top Word Pairs in Tweet in G4:
[85] _africanunion,emmanuelmacron
[85] faodg,fao
[58] friends,ask
[58] ask,_africanunion
[58] fao,#savethesahel
[58] #savethesahel,support
[52] emmanuelmacron,elysee
[52] elysee,antonioguterres
[45] antonioguterres,faodg
[33] unep,faodg

Top Word Pairs in Tweet in G5:
[17] few,times
[17] times,summoned
[17] summoned,courage
[17] courage,defend
[17] defend,climate
[17] climate,science
[17] science,those
[17] those,misrepresent
[17] misrepresent,suffered
[17] suffered,harsh

Top Word Pairs in Tweet in G6:
[28] climate,change
[13] june's,#wildflowerofthemonth
[13] #wildflowerofthemonth,chosen
[13] chosen,kevin
[13] kevin,aka
[13] aka,bsbiscience
[13] bsbiscience,bee
[13] bee,orchid
[13] orchid,find
[12] bsbibotany,june's

Top Word Pairs in Tweet in G7:
[27] #climatechange,#climateaction
[24] according,university
[24] university,oxford
[24] oxford,going
[24] going,#vegan
[24] #vegan,single
[24] single,biggest
[24] biggest,thing
[24] thing,anyone
[23] climate,change

Top Word Pairs in Tweet in G8:
[142] australia,prime
[142] prime,minister
[142] minister,refuses
[142] refuses,act
[142] act,accept
[142] accept,#climatechange
[142] #climatechange,science
[142] science,tens
[142] tens,thousands
[141] ronnisalt,australia

Top Word Pairs in Tweet in G9:
[118] breaking,sas
[118] sas,flight
[118] flight,blocked
[118] blocked,rebels
[118] rebels,bailouts
[118] bailouts,dirty
[118] dirty,industries
[118] industries,activists
[118] activists,physically
[118] physically,blocking

Top Word Pairs in Tweet in G10:
[29] climate,change
[17] #climatechange,#globalwarming
[14] wth,liberal
[14] liberal,fear
[14] fear,mongers
[14] mongers,coming
[14] coming,clean
[14] clean,climate
[14] change,end
[14] end,world

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@patrickreilly89
@cnnbrk
@climateben
@shellenbergermd
@mrobertsqld
@hazloe3
@raduede
@arikring
@markyles

Top Replied-To in G1:
@shellenbergermd
@jj_mccullough

Top Replied-To in G2:
@hazloe3
@raduede
@arikring
@geraldkutney
@solhog
@hanslak
@saleemulhuq
@dotcommodity
@ecowarriorss

Top Replied-To in G3:
@hj_dejesus
@nwabiofuels

Top Replied-To in G4:
@patrickreilly89
@sunlorrie
@shellenbergermd
@skippythewonder
@onthechemtrail
@clelland_k
@jjcrosstrainers
@adamskipeter
@nolanq13
@kaohua3

Top Replied-To in G5:
@mrobertsqld
@harry_hardrada
@greatlakespeck
@andrewemcameron
@spock246
@tim_jbo
@zombiepiano
@skrued1
@sylviadeedee
@johnmoralesnbc6

Top Replied-To in G6:
@ua_magazine
@hs2rebellion
@dalailama
@naturalistdara
@keirasavage00
@algore

Top Replied-To in G7:
@thenamewehave
@ecologyminded
@guardian
@dpcarrington
@mrmatthewtodd
@tonyhansonesi
@euusrelations
@yolly1234

Top Replied-To in G8:
@ronnisalt
@hardenuppete
@jommy_tee

Top Replied-To in G10:
@robertkennedyjr
@cflav
@hudson_trader
@commbank
@epa
@nytimes

Top Mentioned
Top Mentioned in Entire Graph:
@pauledawson
@ronnisalt
@extinctionr_sv
@geraldkutney
@fao
@antonioguterres
@emmanuelmacron
@un
@profstrachan
@_africanunion

Top Mentioned in G1:
@pauledawson
@allanmargolin
@washingtonpost
@sarahkaplan48
@martinrev21
@geraldkutney
@prageru
@forbes
@wildearthguard
@socialistvoice

Top Mentioned in G2:
@profstrachan
@arikring
@ristori20
@ecowarriorss
@mzjacobson
@charluv2011
@jackthelad1947
@christinemilne
@bsuhic
@njdoc

Top Mentioned in G3:
@zeroco2_
@ghiolena
@femi_owolade
@gbibuildingco
@newbertrand
@lindakws1
@nightwatchnemo
@corr_concepts
@gdillin
@ralphbalexander

Top Mentioned in G4:
@fao
@antonioguterres
@emmanuelmacron
@_africanunion
@faodg
@un
@geraldkutney
@elysee
@unep
@elmgrace

Top Mentioned in G5:
@jwspry
@murpharoo
@dawntj90
@welosthim
@nikolovscience
@climatepoet
@robhon_
@joedieseldodge
@stevenmosher
@setophaga9

Top Mentioned in G6:
@gretathunberg
@stophs2
@bsbiscience
@hs2rebellion
@bsbibotany
@cambridgezero
@bearwitness2019
@emilyshuckburgh
@jasselr
@larchmaxey

Top Mentioned in G7:
@frasierharry
@copernicuseu
@thenamewehave
@tonyveco
@guardian
@euclimateaction
@cop26
@annamaria_84
@miguelvelezmyc
@metoffice

Top Mentioned in G8:
@ronnisalt
@catpurry9
@drhsantana
@toninicho
@jim_pembroke
@r_quazzy
@hardenuppete
@pauledawson
@cscviews
@tyrage3

Top Mentioned in G9:
@extinctionr_sv
@xrskane
@hollyapetersen
@euronews
@pauledawson
@danielreitzig
@scientistsx
@revelator_news
@ucsf
@fffindia

Top Mentioned in G10:
@epa
@dumbasscowboy
@basilseggos
@robertkennedyjr
@teloscoin
@nytimes
@dianadizoglio
@teamtram
@pauledawson
@marissar1

Top Tweeters
Top Tweeters in Entire Graph:
@scarletmonahan
@robinsnewswire
@jurylady5
@lennaleprena
@rk70534
@robre62
@lindaleeking
@jijmpel
@mackaysuzie
@independent

Top Tweeters in G1:
@rk70534
@thepoliticalcat
@honeymoongondol
@miguelhilargiak
@ohiomail
@chaelmontgomery
@curiocat13
@cherokeenative3
@tess_blue815
@suekhi

Top Tweeters in G2:
@robre62
@lindaleeking
@jijmpel
@dancas2
@lehimesa
@chuddles11
@jilliemary
@mccarrenbill
@ggg_says
@b1e56df9ce6549f

Top Tweeters in G3:
@robinsnewswire
@foggybottomgal
@lindakws1
@admomof3
@riverasunauthor
@galactr0n
@gencarlosq17
@shabbottmary
@lplatosmith
@onegreystray

Top Tweeters in G4:
@ecointernetdrgb
@eddarrell
@yarkafanchan
@susanamnk
@patriciaannmcd2
@voter1vote
@lcby
@sunlorrie
@rjdownard
@alaanuloluwa_

Top Tweeters in G5:
@himurotakasi
@whosfibbing
@myknittingwool
@invisiblehand78
@amerhoy
@eachus
@tokyo_tom
@cbcnews
@costellodaniel1
@politiwars

Top Tweeters in G6:
@independent
@debrammason1
@bbcnews
@skynews
@bbcworld
@australian
@johnhar45782426
@flipgrid
@marlymrestrepo
@9newsnancy

Top Tweeters in G7:
@iam__network
@guardian
@lawlor224
@scroll_in
@lfkraus
@researchmrx
@ft
@cruellaisdevine
@valeriafgl
@metoffice

Top Tweeters in G8:
@nobby15
@jot_au
@daveyk317
@fehowarth
@cunningham_cch
@slsandpet
@broomstick33
@cscviews
@devalara44
@michaelpurvis64

Top Tweeters in G9:
@sandssims
@wernerkeil
@togura04
@unetomaterouge
@masterprogram1
@donwilliamson3
@rospalumbo
@aimasters
@euronews
@emrs08

Top Tweeters in G10:
@twitlertwit
@reuters
@albertarabbit
@allan_crawshaw
@nytimes
@mimitexasangel
@usa_mag1
@cactusflower_1
@charissadufour
@cdnnow


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