#climatechange, Twitter, 3/20/2020 9:28:30 PM, 223332


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#climatechange_2020-03-20_07-43-38.xlsx
#climatechange_2020-03-20_07-43-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2020
Short Description:
#climatechange via NodeXL https://bit.ly/2WDmlIu
@arikring
@gretathunberg
@jimmykimmel
@eco1start
@mikehudema
@imagine_garden
@insane_voice
@realdonaldtrump
@ronnieressler
@geraldkutney

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

Description:
Description
The graph represents a network of 6,186 Twitter users whose tweets in the requested range contained "#climatechange", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 March 2020 at 14:45 UTC.

The requested start date was Friday, 20 March 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, 4-hour, 14-minute period from Wednesday, 18 March 2020 at 19:46 UTC to Friday, 20 March 2020 at 00:00 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 : 6186
Unique Edges : 7509
Edges With Duplicates : 2230
Total Edges : 9739
Number of Edge Types : 4
MentionsInRetweet : 5121
Tweet : 1294
Mentions : 3028
Replies to : 296
Self-Loops : 1294
Reciprocated Vertex Pair Ratio : 0.0158432954054443
Reciprocated Edge Ratio : 0.0311924003969942
Connected Components : 1184
Single-Vertex Connected Components : 559
Maximum Vertices in a Connected Component : 3529
Maximum Edges in a Connected Component : 6880
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.369786
Graph Density : 0.000184341986925911
Modularity : 0.723119
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 6,186 Twitter users whose tweets in the requested range contained "#climatechange", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 March 2020 at 14:45 UTC.

The requested start date was Friday, 20 March 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, 4-hour, 14-minute period from Wednesday, 18 March 2020 at 19:46 UTC to Friday, 20 March 2020 at 00:00 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:
[75] https://actionnetwork.org/letters/tell-the-senate-to-invest-in-communities-not-polluters-with-virus-response-bill?source=twitter&
[22] https://www.amazon.com/dp/B07ZV41VLY/ref=as_li_ss_tl?_encoding=UTF8&psc=1&refRID=SXGYJFK3BKXJEWNS45J0&linkCode=sl1&tag=cree05-20&linkId=f880e05f90140c56856b0ed77dbb74f2&language=es_US
[18] https://www.canada.ca/en/public-health/services/funding-opportunities/infectious-diseases-climate-change-fund.html
[14] https://www.fastcompany.com/90473758/what-would-happen-if-the-world-reacted-to-climate-change-like-its-reacting-to-the-coronavirus
[13] http://ecoshumi.com/
[12] https://greenlivingguy.com/2020/03/how-renewable-energy-will-save-the-world/
[12] https://blogs.scientificamerican.com/observations/how-covid-19-is-like-climate-change/?platform=hootsuite
[9] https://www.sciencemag.org/news/2020/03/prominent-us-climate-denial-group-fires-president-amid-financial-crisis
[9] https://www.storypick.com/water-and-air-quality-improve-in-italy/
[9] https://www.nytimes.com/2020/03/13/climate/coronavirus-habits-carbon-footprint.html

Top URLs in Tweet in G1:
[5] https://www.cnn.com/2020/03/16/asia/china-pollution-coronavirus-hnk-intl/index.html
[4] https://www.fastcompany.com/90473758/what-would-happen-if-the-world-reacted-to-climate-change-like-its-reacting-to-the-coronavirus
[4] https://twinybots.ch/
[4] https://infiniteunknown.net/2020/03/18/grandsolarminimum-5-7-mag-earthquake-in-utah-wild-edibles-video-winter-ends-with-an-all-out-snowstorm-fo/
[4] https://twitter.com/esa_eo/status/1240664221760847878
[3] https://www.nytimes.com/2020/03/13/climate/coronavirus-habits-carbon-footprint.html
[3] https://www.nbcnews.com/science/environment/coronavirus-shutdowns-have-unintended-climate-benefits-n1161921
[3] https://blogs.scientificamerican.com/observations/how-covid-19-is-like-climate-change/?platform=hootsuite
[3] https://twitter.com/i/events/1240688520382926850
[3] http://secure.hostgator.com/~affiliat/cgi-bin/affiliates/clickthru.cgi?id=Bankroller&page=http://www.hostgator.com/green-web-hosting.shtml

Top URLs in Tweet in G2:
[2] https://www.cnn.com/2020/03/18/world/coronavirus-and-climate-crisis-response-intl-hnk/index.html
[1] https://www.bbc.com/news/science-environment-51633560?utm_content=bufferbc0f8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://greenlivingguy.com/2020/03/how-renewable-energy-will-save-the-world/
[1] https://twitter.com/GovInslee/status/1240765527028449282
[1] https://www.nytimes.com/2020/03/12/climate/climate-change-coronavirus-lessons.html
[1] https://twitter.com/bryworthington/status/1220975463201415168
[1] https://www.abc.net.au/news/2020-03-19/coronavirus-retailers-keep-petrol-price-difference-amid-downturn/12069940
[1] https://windows.do/make-your-computing-more-environmentally-friendly/
[1] https://www.reuters.com/article/us-climate-change-accord/dont-let-coronavirus-stall-climate-action-warns-architect-of-paris-deal-idUSKBN2153EY
[1] https://www.huffpost.com/entry/coronavirus-climate-change-action-panic_n_5e6a27b4c5b6747ef117ff0d?ncid=engmodushpmg00000004

Top URLs in Tweet in G3:
[16] https://www.canada.ca/en/public-health/services/funding-opportunities/infectious-diseases-climate-change-fund.html
[5] http://www.WeatherAction.com
[3] https://twitter.com/SimonMaxfield8/status/1240752303465996289
[3] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[2] https://www.youtube.com/watch?v=Vu0pzZWD25Y&feature=youtu.be

[2] https://twitter.com/d_e_mol/status/1240375520275189761
[2] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[2] https://rpujolviven.blogspot.com/2015/11/more-than-words-we-need-to-solve.html
[2] https://www.corbettreport.com/coronavirus-and-climate-change-propagandawatch/
[2] https://rpujolviven.blogspot.com/2017/03/temperature-and-survival.html

Top URLs in Tweet in G4:
[6] https://phys.org/news/2020-03-seas-climate-toll-tropical-fish.html
[6] https://organiclivefood.com/health/global-warming-corporatism-fascism-death-of-liberal-class.php
[6] https://www.sciencemag.org/news/2020/03/prominent-us-climate-denial-group-fires-president-amid-financial-crisis
[6] https://www.huffingtonpost.ca/entry/heartland-institute-staff-layoffs-climate-change-denial_n_5e6302a6c5b6670e72f85fa5?ri18n=true
[5] https://lukeandreski.wordpress.com/2020/02/15/a-short-conversation-about-why-we-should-be-scared/
[5] https://www.youtube.com/watch?v=57jRBt4h6ks&feature=youtu.be

[4] https://www.nytimes.com/2020/03/18/climate/nyt-climate-newsletter-coronavirus.html
[3] https://wattsupwiththat.com/2020/03/19/an-open-letter-to-greta-thunberg-and-other-assorted-climate-wackadoodles/
[2] https://www.youtube.com/watch?v=ramhBEW-eJY&feature=youtu.be

[2] https://www.youtube.com/watch?v=8LXDCqwwXP0&feature=youtu.be


Top URLs in Tweet in G5:
[8] https://greenlivingguy.com/2020/03/how-renewable-energy-will-save-the-world/
[3] https://www.teenvogue.com/story/roxane-gay-feminism-climate-change?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=teen-vogue&utm_social-type=earned
[1] https://www.youtube.com/watch?v=ramhBEW-eJY&feature=youtu.be

[1] https://www.youtube.com/watch?v=QvaKy_J5qjE&feature=youtu.be

[1] https://www.amazon.com/dp/B07ZV41VLY/ref=as_li_ss_tl?_encoding=UTF8&psc=1&refRID=SXGYJFK3BKXJEWNS45J0&linkCode=sl1&tag=cree05-20&linkId=f880e05f90140c56856b0ed77dbb74f2&language=es_US
[1] http://enmassenergy.com/digital-tools/
[1] https://twitter.com/MikeHudema/status/1158729307965075462
[1] https://twitter.com/CISGroupUK/status/1023092156968443905
[1] https://news.mongabay.com/2020/03/this-solar-powered-device-aims-to-clean-1000-rivers-will-it-work/
[1] https://cleantechnica.com/2019/09/29/the-short-list-of-climate-actions-that-will-work/

Top URLs in Tweet in G6:
[2] https://earthday.org/earth-day-2020
[1] https://www.syngenta.com/site-services/sustainable-business-report-2017
[1] https://www.syngenta.com/what-we-do/accelerating-innovation
[1] https://podcasts.apple.com/us/podcast/public-news-service/id534533436?i=1000468849821
[1] https://www.publicnewsservice.org/2020-03-19/public-lands-wilderness/logging-halt-in-nations-largest-forest-could-help-climate-change-fight/a69610-1
[1] https://apnews.com/e70e69f121b2f45f76c31b96cd909cb5?utm_campaign=SocialFlow&utm_medium=AP&utm_source=Twitter

Top URLs in Tweet in G7:
[3] https://climatenewsnetwork.net/rainforest/
[2] https://climatenewsnetwork.net/polar-ice-2/
[2] https://climatenewsnetwork.net/india-climate/
[2] https://undplac.exposure.co/4a433ca71830c0f15188e0d39bc98635
[2] https://twitter.com/NinaGualinga/status/1240312995454091264?s=20
[1] https://twitter.com/2ygnus/status/1240741005327990784
[1] https://twitter.com/ClimateLitigate/status/1240005232534274048
[1] https://www.independent.co.uk/news/world/americas/climate-change-breakdown-arctic-frost-thawing-canada-environment-a8959056.html?fbclid=IwAR3W8dAHvxIDiazAHu6GC9w0MHmkpv6KLXWhNLj3sJcQTWHZkblPWdUHAOE
[1] https://act.greenpeace.org/page/43667/-/1?locale=en-US
[1] http://www.ecowatch.com/snow-days-northeast-us

Top URLs in Tweet in G8:
[21] https://www.amazon.com/dp/B07ZV41VLY/ref=as_li_ss_tl?_encoding=UTF8&psc=1&refRID=SXGYJFK3BKXJEWNS45J0&linkCode=sl1&tag=cree05-20&linkId=f880e05f90140c56856b0ed77dbb74f2&language=es_US
[9] https://www.storypick.com/water-and-air-quality-improve-in-italy/
[3] https://vimeo.com/110705548
[3] https://www.forbes.com/sites/stephanieburns/2020/03/19/four-quick-facts-about-how-ai-is-changing-the-world/#34c97b617132
[2] https://twitter.com/COP26/status/1240624922319355904
[2] http://link.springer.com/10.1007/s10584-020-02697-3
[2] https://apple.news/A_JO7Yc5TQfiOwlw3pmzK3Q
[2] https://www.weforum.org/agenda/2019/11/as-lightning-strikes-surge-bangladesh-plants-a-defence
[1] https://twitter.com/i/web/status/1240784182588006400
[1] https://twitter.com/i/web/status/1240393181193109504

Top URLs in Tweet in G9:
[1] https://www.theaustralian.com.au/inquirer/extra-emissions-are-the-dirty-little-secret-of-electric-cars/news-story/4b11b81eb4ac66f0ea7dfec5a0e0cca1
[1] http://ow.ly/WFBh50yPaUi

Top URLs in Tweet in G10:
[2] https://impakter.com/how-honest-is-green-finance-a-look-into-goldman-sachs/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.scidev.net/global/agriculture/opinion/in-new-hostile-climate-drought-tolerant-crops-systems-needed-on-unprecedented-scale.html?__cf_chl_jschl_tk__=9a5f4cf04ef0491947ddc3d821af8f7a97624d49-1584068482-0-AcmbMJMUrJSPKoLJPpZKaaiBcErOERf6JTNu_x-Is3b8CKQWzQ43XlXM-TaQXHVPX4xYOIIqSK5PnRyOwT0v75fjhZisp5KlBnT473C0xZjuJN2pOEncIWpusy9c8vdr7xbMYp9kVF385I0QKX8CyvmvNESxoyN68N8mrOAFNkYD31aHQH__4bhQgBJG4FllghzDJ1CuF2f8y-KGr9dANKVJTekquxMXloe-BVje345NQDye3SvZc9oMklddcuLBPssy4vUfNxWHE4NwWd__hEPG_rHl6fUWoG1rD9-af6LLOM0VoQI4QjVOty37jbLuVjS-znozlMfd6ltzKy6QIBwU3qiT21lxI2rUyJxyDU_I7q8Wdgjw7UdDqM-ml80G8ffJuMi-8wyVy2GnFZAo24Lw7bipnuvJuUPIwUs-U70V
[1] https://www.kew.org/read-and-watch/kew-international-medal
[1] https://www.weforum.org/agenda/2020/03/biodiversity-loss-is-hurting-our-ability-to-prepare-for-pandemics/
[1] https://www.rri-tools.eu/-/biodiversity-and-health-in-the-face-of-climate-change
[1] https://defenders.org/newsroom/trump-administration-releases-regulations-endangering-imperiled-wildlife?utm_source=twitter&utm_medium=social&utm_campaign=campaign-rollbackweek-esaregulations
[1] https://dfnd.us/38phDk1
[1] https://www.worldwaterday.org/impacts-on-the-human-rights-to-water-and-sanitation/?utm_content=buffer9a926&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://buff.ly/2HSPKWB
[1] https://buff.ly/3cTFls4

Top Domains
Top Domains in Tweet in Entire Graph:
[269] twitter.com
[76] actionnetwork.org
[63] youtube.com
[36] bit.ly
[28] theguardian.com
[27] amazon.com
[23] co.uk
[22] nytimes.com
[21] scientificamerican.com
[20] blogspot.com

Top Domains in Tweet in G1:
[98] twitter.com
[11] theguardian.com
[10] youtube.com
[9] instagram.com
[8] cnn.com
[6] nytimes.com
[6] linkedin.com
[5] fastcompany.com
[4] washingtonpost.com
[4] nbcnews.com

Top Domains in Tweet in G2:
[3] twitter.com
[2] cnn.com
[1] bbc.com
[1] greenlivingguy.com
[1] nytimes.com
[1] net.au
[1] windows.do
[1] reuters.com
[1] huffpost.com

Top Domains in Tweet in G3:
[16] canada.ca
[15] blogspot.com
[13] twitter.com
[6] climatism.blog
[5] youtube.com
[5] grist.org
[5] weatheraction.com
[4] theguardian.com
[3] electroverse.net
[3] bit.ly

Top Domains in Tweet in G4:
[20] youtube.com
[19] twitter.com
[10] phys.org
[7] sciencemag.org
[6] organiclivefood.com
[6] huffingtonpost.ca
[5] wordpress.com
[4] nytimes.com
[3] wattsupwiththat.com
[2] blogspot.com

Top Domains in Tweet in G5:
[8] greenlivingguy.com
[3] teenvogue.com
[3] youtube.com
[2] twitter.com
[1] amazon.com
[1] enmassenergy.com
[1] mongabay.com
[1] cleantechnica.com
[1] wordpress.com
[1] trib.al

Top Domains in Tweet in G6:
[2] syngenta.com
[2] earthday.org
[1] apple.com
[1] publicnewsservice.org
[1] apnews.com

Top Domains in Tweet in G7:
[7] climatenewsnetwork.net
[5] twitter.com
[3] ecowatch.com
[2] co.uk
[2] onegreenplanet.org
[2] exposure.co
[1] greenpeace.org
[1] ow.ly
[1] climateemergencydeclaration.org
[1] youtube.com

Top Domains in Tweet in G8:
[21] amazon.com
[21] twitter.com
[9] storypick.com
[3] vimeo.com
[3] springer.com
[3] forbes.com
[2] apple.news
[2] weforum.org
[1] impakter.com
[1] cnn.com

Top Domains in Tweet in G9:
[1] com.au
[1] ow.ly

Top Domains in Tweet in G10:
[4] impakter.com
[4] bit.ly
[2] worldwaterday.org
[2] buff.ly
[2] twitter.com
[2] radian6.com
[2] un.org
[2] scidev.net
[1] kew.org
[1] weforum.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3332] climatechange
[516] coronavirus
[366] covid19
[179] climatecrisis
[138] climateaction
[137] environment
[92] globalwarming
[89] climate
[86] sustainability
[86] climateemergency



Top Hashtags in Tweet in G1:
[611] climatechange
[111] coronavirus
[94] covid19
[26] environment
[25] climatecrisis
[23] globalwarming
[20] climate
[11] sustainability
[11] pollution
[11] coronavirusupdate

Top Hashtags in Tweet in G2:
[41] climatechange
[27] climateaction
[16] covid19
[10] coronavirus
[6] climatecrisis
[6] climateactionnow
[5] ev
[3] wuhan
[3] wuhancoronavirus
[3] climatehoax

Top Hashtags in Tweet in G3:
[173] climatechange
[22] climatehoax
[21] coronavirus
[20] climatecrisis
[16] healthcare
[13] climatebrawl
[11] auspol
[11] climateemergency
[10] globalwarming
[10] greenhouseeffect

Top Hashtags in Tweet in G4:
[203] climatechange
[38] coronavirus
[26] climateemergency
[26] climatecrisis
[16] globalwarming
[15] covid19
[11] climateaction
[11] climate
[10] climatestrike
[9] climateactionnow

Top Hashtags in Tweet in G5:
[67] climatechange
[33] climateaction
[30] renewableenergy
[29] renewables
[15] green
[14] sweden
[13] climatestrike
[13] sustainability
[12] environment
[12] climatecrisis

Top Hashtags in Tweet in G6:
[15] climatechange
[3] research
[3] sustainable
[3] ag
[3] innovations
[3] pnsdailynewscast
[3] savetheearth
[3] sustainability
[3] inequalities
[2] peace

Top Hashtags in Tweet in G7:
[158] climatechange
[15] ecuadonanamazon
[9] climatecrisis
[9] arctic
[8] climate
[7] climatestrike
[6] extinctionrebellion
[6] bernieisalreadypresident
[6] fuckingglobalcrisis
[5] sustainable

Top Hashtags in Tweet in G8:
[107] climatechange
[24] pollution
[13] coronavirus
[12] covid19
[12] ai
[11] mothernature
[9] earth
[7] megacity
[7] electric
[7] fintech

Top Hashtags in Tweet in G9:
[9] electriccars
[4] climatechange
[1] planet
[1] climatechangefraud

Top Hashtags in Tweet in G10:
[86] climatechange
[21] covid19
[13] esa
[12] water
[11] worldwaterday
[6] biodiversity
[6] environment
[6] soils
[5] globalassessment
[5] teamkalpataru

Top Words
Top Words in Tweet in Entire Graph:
[3814] Words in Sentiment List#1: Positive
[3571] Words in Sentiment List#2: Negative
[60] Words in Sentiment List#3: Angry/Violent
[123561] Non-categorized Words
[130946] Total Words
[3326] #climatechange
[626] climate
[543] coronavirus
[516] #coronavirus
[485] same

Top Words in Tweet in G1:
[611] #climatechange
[111] #coronavirus
[94] #covid19
[91] climate
[82] change
[47] world
[47] more
[39] earth
[34] coronavirus
[31] need

Top Words in Tweet in G2:
[408] geniuses
[406] jimmykimmel
[406] end
[406] try
[406] remember
[406] coronavirus
[405] same
[404] worry
[401] told
[399] ge

Top Words in Tweet in G3:
[171] #climatechange
[54] jwspry
[42] inches
[40] friendsoscience
[30] over400ppm
[27] again
[25] drought
[23] kindofmagic4u
[23] wvjohn4544
[23] reenasharmaa34

Top Words in Tweet in G4:
[197] #climatechange
[60] climate
[41] realdonaldtrump
[40] geraldkutney
[38] #coronavirus
[36] scottmorrisonmp
[34] denial
[30] vote
[30] gretathunberg
[26] #climateemergency

Top Words in Tweet in G5:
[76] arikring
[68] #climatechange
[51] ristori20
[42] jackthelad1947
[40] christinemilne
[37] mzjacobson
[36] profstrachan
[36] ecowarriorss
[35] charluv2011
[33] #climateaction

Top Words in Tweet in G6:
[172] people
[92] world
[90] syngenta
[88] population
[88] continues
[88] rise
[88] need
[88] nutritious
[88] affordable
[88] food

Top Words in Tweet in G7:
[158] #climatechange
[109] mikehudema
[97] scientists
[96] year
[93] melt
[91] studying
[91] expected
[91] layers
[91] permafrost
[91] canadian

Top Words in Tweet in G8:
[107] #climatechange
[63] enricomolinari
[48] 000
[45] quicktake
[33] ty
[32] climate
[31] fight
[28] trees
[28] year
[26] stop

Top Words in Tweet in G9:
[154] bjornlomborg
[148] today
[147] electric
[147] cars
[147] simply
[147] expensive
[147] gadgets
[147] heavily
[147] subsidised
[147] wealthy

Top Words in Tweet in G10:
[86] #climatechange
[50] generation
[33] climate
[27] responsible
[26] put
[26] saving
[25] alex_verbeek
[25] burden
[25] upon
[25] shoulders

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[411] try,remember
[411] remember,geniuses
[408] coronavirus,same
[406] geniuses,told
[406] told,worry
[406] worry,coronavirus
[405] end,try
[402] jimmykimmel,end
[402] same,ge
[289] climate,change

Top Word Pairs in Tweet in G1:
[67] climate,change
[21] #coronavirus,#climatechange
[17] #climatechange,#coronavirus
[16] covid,19
[15] #climatechange,#covid19
[14] #covid19,#climatechange
[13] #coronavirus,#covid19
[12] #climatechange,#climatecrisis
[12] change,#climatechange
[10] #climatechange,#globalwarming

Top Word Pairs in Tweet in G2:
[406] try,remember
[406] remember,geniuses
[401] geniuses,told
[401] told,worry
[401] worry,coronavirus
[401] coronavirus,same
[400] end,try
[399] jimmykimmel,end
[399] same,ge
[14] #climatechange,#climateaction

Top Word Pairs in Tweet in G3:
[23] kindofmagic4u,wvjohn4544
[23] wvjohn4544,reenasharmaa34
[21] seriously,crying
[21] crying,drought
[21] drought,california
[21] california,again
[21] again,tahoe
[21] tahoe,114
[21] 114,inches
[21] inches,snow

Top Word Pairs in Tweet in G4:
[29] climate,denial
[26] axis,climate
[26] denial,evil
[26] evil,realdonaldtrump
[26] realdonaldtrump,jairbolsonaro
[26] jairbolsonaro,scottmorrisonmp
[26] scottmorrisonmp,vote
[25] geraldkutney,axis
[12] climate,change
[11] #climatechange,#climateemergency

Top Word Pairs in Tweet in G5:
[28] ecowarriorss,msfowlersays
[28] msfowlersays,christinemilne
[28] christinemilne,ristori20
[28] mzjacobson,charluv2011
[28] charluv2011,bsuhic
[27] ristori20,mzjacobson
[25] hazloe3,profstrachan
[25] profstrachan,ecowarriorss
[22] 100,#renewables
[22] #renewables,2040

Top Word Pairs in Tweet in G6:
[88] world,population
[88] population,continues
[88] continues,rise
[88] rise,people
[88] people,need
[88] need,nutritious
[88] nutritious,affordable
[88] affordable,food
[88] food,demand
[88] demand,more

Top Word Pairs in Tweet in G7:
[91] scientists,studying
[91] studying,#climatechange
[91] #climatechange,expected
[91] expected,layers
[91] layers,permafrost
[91] permafrost,canadian
[91] canadian,arctic
[91] arctic,melt
[91] melt,year
[91] year,2090

Top Word Pairs in Tweet in G8:
[31] fight,#climatechange
[31] #climatechange,ty
[24] scotland,planted
[24] planted,22
[24] 22,000
[24] 000,000
[24] 000,trees
[24] trees,2019
[24] 2019,help
[24] help,fight

Top Word Pairs in Tweet in G9:
[147] today,electric
[147] electric,cars
[147] cars,simply
[147] simply,expensive
[147] expensive,gadgets
[147] gadgets,heavily
[147] heavily,subsidised
[147] subsidised,wealthy
[147] wealthy,feel
[147] feel,good

Top Word Pairs in Tweet in G10:
[25] generation,responsible
[25] responsible,burden
[25] burden,put
[25] put,upon
[25] upon,shoulders
[25] shoulders,next
[25] next,generation
[25] generation,saving
[25] saving,climate
[24] alex_verbeek,generation

Top Replied-To
Top Replied-To in Entire Graph:
@gretathunberg
@realdonaldtrump
@cnnbrk
@scottmorrisonmp
@tveitdal
@esa_eo
@joetheatheist
@kclivinghappy
@joebiden
@naval

Top Replied-To in G2:
@govinslee
@jimmykimmel

Top Replied-To in G3:
@kclivinghappy
@joetheatheist
@manifesto2000
@kindofmagic4u
@antitheticate
@tangomitteckel
@wlbeeton
@tc_africa
@jpgcrowley
@apsco60

Top Replied-To in G4:
@gretathunberg
@realdonaldtrump
@scottmorrisonmp
@khalilaobeid
@borisjohnson
@whatmat03361267
@joshgroban
@heartlandinst
@ravasi_lab
@emolclause

Top Replied-To in G5:
@jellsmoor
@hazloe3
@seth_leitman
@dotcommodity
@solhog
@ecowarriorss
@climateguyw
@amongstwits
@paulhbeckwith

Top Replied-To in G7:
@ecowatch

Top Replied-To in G8:
@haroldsinnott
@psb_dc
@abocco

Top Replied-To in G10:
@crcwsc
@omolere

Top Mentioned
Top Mentioned in Entire Graph:
@jimmykimmel
@bjornlomborg
@mikehudema
@syngenta
@earthdaynetwork
@horaciorlarreta
@arikring
@senatemajldr
@gretathunberg
@michaelemann

Top Mentioned in G1:
@recreationlaw
@dottordiliddo

Top Mentioned in G2:
@jimmykimmel
@govinslee
@ramoncruzdiaz
@roguebalam
@sccawatcom
@mq_ccsef
@slattervandana
@dandaugaard
@pedlar7
@chriscartw83

Top Mentioned in G3:
@jwspry
@friendsoscience
@over400ppm
@wvjohn4544
@reenasharmaa34
@reddragonfly19
@kindofmagic4u
@dawntj90
@thedisproof
@oscarswild1

Top Mentioned in G4:
@geraldkutney
@realdonaldtrump
@scottmorrisonmp
@jairbolsonaro
@gretathunberg
@physorg_com
@youtube
@oistedu
@physiologyfish
@defendourfuture

Top Mentioned in G5:
@arikring
@ristori20
@jackthelad1947
@christinemilne
@mzjacobson
@profstrachan
@ecowarriorss
@charluv2011
@msfowlersays
@bsuhic

Top Mentioned in G6:
@syngenta
@earthdaynetwork
@horaciorlarreta
@pns_news
@tomthunkitsmind
@samuelguizani
@sanwatforall
@wepeace

Top Mentioned in G7:
@mikehudema
@kevinkevinmtai
@ninagualinga
@ecowatch
@arcticcouncil
@aghastfurious
@greatfullape
@climatenewsday
@thiefusnflufhed
@climatelitigate

Top Mentioned in G8:
@quicktake
@enricomolinari
@fff_tokyo
@wef
@startup_nerd
@karendavid
@undpasiapac
@gretathunberg
@spirosmargaris
@ipfconline1

Top Mentioned in G9:
@bjornlomborg
@welosthim
@over400ppm

Top Mentioned in G10:
@alex_verbeek
@unep
@un
@defenders
@ipbes
@fao
@un_water
@cgiar
@kewgardens
@kalptaru108

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@oldlady12345
@paoloigna1
@jurylady5
@chris_1791
@monicasloves
@ejlazar
@geoffrey_payne
@rjber15
@ecointernetdrgb

Top Tweeters in G1:
@percievedlogic
@paulrogers002
@visualpersist
@theladyarcher77
@riverasunauthor
@lulabelldesigns
@galactr0n
@sillymickel
@hanjangho76
@charissadufour

Top Tweeters in G2:
@tallyannae
@peta
@lcoco37
@radfinch
@lorion
@aubadge
@drmaggiesa
@endtheoligarch
@smittycanada1
@cleo_peterson

Top Tweeters in G3:
@eddarrell
@reuters
@rmack2x
@cccp3o
@rf_jenkins
@mamamadisons
@olivia_awaken
@mikerestorer
@reddragonfly19
@tokyo_tom

Top Tweeters in G4:
@oldlady12345
@monicasloves
@zoumrouda
@spider_gina
@annie5133
@trudaoceans
@tt85207533
@whterbbnadvocat
@bradhooperarch
@codienec

Top Tweeters in G5:
@jurylady5
@evankirstel
@washumom
@dancas2
@lehimesa
@jilliemary
@sudeepkhatri
@ggg_says
@normanbuffong
@carlyinnj

Top Tweeters in G6:
@tomthunkitsmind
@raumunz
@gracielasanz191
@manuelcalado
@kcs39194
@iboe_bt
@henrymp_
@gsalisamiyen1
@victoria_victo3
@jesus1912ozuna

Top Tweeters in G7:
@drdaveanddee
@bliadhnaichean
@shadowdogdesign
@emperatriz1827
@allan_crawshaw
@pauljimerson
@thepowerofmeow
@beverlyfolkers
@vanstreetdog
@mo7ah10203

Top Tweeters in G8:
@cybersec_feeds
@nancyrubin
@gvalan
@mikereesem
@mjoehlerich
@ineeshadvs
@moogeumkeo
@vivekghosal
@greenurlifenow
@dragonlady9947

Top Tweeters in G9:
@kellyrek
@davidmatheson27
@ljsmccully
@dartagnanneke
@boggywood
@alan_poirier
@hiltonholloway
@dude_america
@markbishopuk
@mountkidd

Top Tweeters in G10:
@rjber15
@astraea_styx
@411emilio
@nomoreslaves
@margymayell
@dallasrbaird
@unasveritas
@hilde57293257
@masedigid
@btwnthestacks


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