#climatechange, Twitter, 2/7/2020 6:22:27 PM, 220662


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#climatechange_2020-02-07_08-28-57.xlsx
#climatechange_2020-02-07_08-28-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2020
Short Description:
#climatechange via NodeXL http://bit.ly/2S59FHM
@gretathunberg
@arikring
@aecseewisahn
@friendsoscience
@wef
@jj_angelus
@josephprigith
@pauledawson
@geraldkutney
@ipbes

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

Description:
Description
The graph represents a network of 7,011 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, 07 February 2020 at 16:49 UTC.

The requested start date was Friday, 07 February 2020 at 15:13 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, 2-hour, 45-minute period from Thursday, 30 January 2020 at 13:52 UTC to Friday, 31 January 2020 at 16:38 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 : 7011
Unique Edges : 8156
Edges With Duplicates : 2460
Total Edges : 10616
Number of Edge Types : 4
MentionsInRetweet : 4899
Replies to : 294
Mentions : 3981
Tweet : 1442
Self-Loops : 1442
Reciprocated Vertex Pair Ratio : 0.0206005116466945
Reciprocated Edge Ratio : 0.0403693931398417
Connected Components : 1484
Single-Vertex Connected Components : 590
Maximum Vertices in a Connected Component : 3066
Maximum Edges in a Connected Component : 6268
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.656458
Graph Density : 0.000154230838802119
Modularity : 0.725415
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 7,011 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, 07 February 2020 at 16:49 UTC.

The requested start date was Friday, 07 February 2020 at 15:13 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, 2-hour, 45-minute period from Thursday, 30 January 2020 at 13:52 UTC to Friday, 31 January 2020 at 16:38 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:
[27] https://www.weforum.org/agenda/2019/12/extreme-weather-environment-climate-change
[13] http://www.macleans.ca/
[9] https://www.weforum.org/agenda/2019/12/with-thank-you-emails-polite-britons-burn-thousands-of-tonnes-of-carbon-a-year
[8] https://www.cnn.com/2020/01/31/americas/mexican-butterfly-conservationist-well/index.html
[7] https://www.washingtonpost.com/news/powerpost/paloma/the-energy-202/2020/01/30/the-energy-202-if-the-u-s-doesn-t-change-course-carbon-emissions-will-rise-again-in-the-2030s/5e31cf3988e0fa6ea99d7028/
[6] http://www.ipsnews.net/2019/11/will-artificial-intelligence-help-resolve-food-crisis/
[6] https://twitter.com/pagesix/status/1223068703505494016
[6] https://www.theguardian.com/environment/2020/jan/29/climate-breakdown-is-increasing-violence-against-women
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00177-3
[6] https://twitter.com/ed_hawkins/status/1222899505089040385

Top URLs in Tweet in G1:
[4] https://twitter.com/ed_hawkins/status/1222899505089040385
[3] https://www.nytimes.com/2020/01/29/climate/thwaites-glacier-melting-antarctica.html
[3] https://twitter.com/PageSix/status/1223068703505494016
[2] https://twitter.com/RLong_Bailey/status/1222872353270530054
[2] https://www.theguardian.com/media/2020/jan/29/guardian-to-ban-advertising-from-fossil-fuel-firms-climate-crisis
[2] https://www.foxnews.com/entertainment/celebrities-hypocritical-climate-change
[2] https://parenting.nytimes.com/becoming-a-parent/climate-change-having-kids
[2] https://twinybots.ch/
[2] https://www.technologyreview.com/s/615102/tree-planting-is-a-great-idea-that-could-become-a-dangerous-climate-distraction/
[2] https://www.instagram.com/p/B78uZFwn9s8/

Top URLs in Tweet in G2:
[25] https://www.weforum.org/agenda/2019/12/extreme-weather-environment-climate-change
[11] http://www.macleans.ca/
[9] https://www.weforum.org/agenda/2019/12/with-thank-you-emails-polite-britons-burn-thousands-of-tonnes-of-carbon-a-year
[5] https://www.weforum.org/agenda/2020/01/green-laws-environment-2020
[4] https://www.weforum.org/agenda/2019/09/global-carbon-dioxide-emissions-chart-of-day
[3] https://www.climatechangepost.com/slides/health/
[2] https://twitter.com/brewsandbats/status/1222895191029207041
[2] https://www.weforum.org/agenda/2019/10/climate-change-glaciers-the-alps-mont-blanc
[2] https://www.weforum.org/agenda/2019/09/ireland-reforestation-environment-trees
[2] https://www.forbes.com/sites/jeffmcmahon/2020/01/26/38-countries-could-reverse-most-or-all-of-their-carbon-emissions-just-by-caring-for-nature/#2f0feeb83e9e

Top URLs in Tweet in G3:
[2] https://the-autistic-educator.com/2019/12/27/no-is-not-enough-by-naomi-klein-a-review/
[2] https://www.chroniclelive.co.uk/news/north-east-news/geordie-greta-thunbergs-north-east-17580453
[2] https://www.bbc.com/news/av/business-51200508/davos-greta-thunberg-donald-trump-clash-on-climate-change
[1] https://act.greenpeace.org/page/47503/action/1?locale=en-US
[1] https://dy.si/78JWn
[1] https://www.theguardian.com/environment/2020/jan/29/climate-breakdown-is-increasing-violence-against-women
[1] https://twitter.com/NamugerwaLeah/status/1222939668276293632
[1] https://twitter.com/RichardMunang/status/1222723990772469761
[1] https://twitter.com/GretaThunberg/status/1223142452451840001
[1] https://twitter.com/vanessa_vash/status/1223003511966834690

Top URLs in Tweet in G4:
[1] https://www.theguardian.com/environment/2019/jun/27/uk-spent-nearly-2bn-on-fossil-fuel-projects-overseas-last-year?CMP=share_btn_tw
[1] https://www.theguardian.com/environment/2019/may/15/single-use-plastics-a-serious-climate-change-hazard-study-warns?CMP=share_btn_tw
[1] https://e360.yale.edu/features/in-greenlands-melting-ice-a-warning-on-hard-climate-choices
[1] https://www.cnbc.com/2019/03/30/ocasio-cortez-slams-critics-for-having-removed-from-reality-attitude.html?__source=sharebar|twitter&par=sharebar
[1] https://www.technologyreview.com/f/613787/melting-in-the-himalayas-is-acceleratingand-yes-its-climate-change/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2020-01-30
[1] https://www.theguardian.com/environment/2019/aug/14/fracking-causing-rise-in-methane-emissions-study-finds?CMP=share_btn_tw
[1] https://qz.com/1069298/the-3-of-scientific-papers-that-deny-climate-change-are-all-flawed/
[1] https://www.vox.com/energy-and-environment/2020/1/29/21083250/climate-change-social-tipping-points
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=1c37fbc0-437f-11ea-a3b7-f7e8723fe5df&url=L2dyYXBoaWNzLzIwMTUtd2hhdHMtd2FybWluZy10aGUtd29ybGQvP2ZiY2xpZD1Jd0FSMTlVT1VYbUhCSmVYOW1feUhMSjlvSFNEM08xLUNibWVnckxiV1RJejZQYjlobnA1dDJYVVdndTJr
[1] http://www.macleans.ca/

Top URLs in Tweet in G5:
[1] https://www.aircrap.org/2018/10/23/i-was-the-doctor-treating-the-chemtrail-pilots-dr-deagle-ph-d-federal-law-spraying-approved-in-1997/
[1] https://twitter.com/BOM_SA/status/1223125829003005952
[1] https://twitter.com/simmplicity66/status/1222870760676560897
[1] https://twitter.com/cnnpolitics/status/1222964716320018436
[1] https://notrickszone.com/2020/01/29/data-northern-hemisphere-fall-winter-snow-cover-continues-to-climb-arctic-ice-mass-stabilizes/
[1] https://notrickszone.com/2020/01/27/study-recalculates-new-greenhouse-effect-values-and-sharply-minimizes-co2s-contribution-and-climate-sensitivity/
[1] https://en.wikipedia.org/wiki/Climate_change_denial
[1] https://twitter.com/namjachoi/status/1220055929065889792
[1] https://www.youtube.com/watch?v=UFHX526NPbE&feature=youtu.be

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


Top URLs in Tweet in G6:
[5] https://therevelator.org/ocean-climate-change/
[4] https://montrealgazette.com/news/local-news/1-3b-in-extreme-weather-damage-claims-filed-in-2019-insurance-bureau-of-canada-says
[3] https://twitter.com/pagesix/status/1223068703505494016
[2] https://www.bbc.co.uk/news/world-europe-51308536
[2] https://www.theguardian.com/environment/2020/jan/29/climate-breakdown-is-increasing-violence-against-women
[2] https://corpgov.law.harvard.edu/2020/01/31/navigating-the-esg-landscape/
[2] https://www.livescience.com/ocean-acidification-corrodes-crab-shells.html
[2] https://www.bbc.com/news/science-environment-50608845
[2] https://www.bbc.com/news/world-australia-51301917
[2] https://theecologist.org/2020/jan/30/creating-blockchain-sharing-economy

Top URLs in Tweet in G7:
[4] https://www.scidev.net/global/environment/news/bees-boost-brazil-s-forest-restoration-scientists-say.html
[3] https://www.syngenta.com/innovation-agriculture/our-stories/healthy-vegetables-climate-change
[3] https://www.syngenta.com/who-we-are/our-stories/climate-smart-soils
[2] http://ow.ly/y82x50y9ilq
[2] https://allafrica.com/stories/202001
[1] http://sustainablesoils.org/blogbackpage/2020/1/30/the-week-in-soil
[1] http://ow.ly/y63n50y9Rfd
[1] http://www.1t.org/
[1] http://www.woodlandtru.st/vGGBZ
[1] https://www.woodlandtrust.org.uk/partnerships/protect-trees/

Top URLs in Tweet in G8:
[4] https://www.bbc.com/news/science-environment-51097309?utm_content=114366648&utm_medium=social&utm_source=twitter&hss_channel=tw-456864723
[2] http://www.bbc.com/travel/story/20200129-how-climate-change-poisons-our-food?utm_content=114526173&utm_medium=social&utm_source=twitter&hss_channel=tw-456864723
[1] https://twitter.com/thapanee3miti/status/1223175845755289601
[1] https://twitter.com/RT_com/status/1223269707672776706
[1] https://salud-america.org/saludtues-tweetchat-1-28-elevating-plant-based-food-systems/
[1] https://www.youtube.com/watch?v=pj5ZLwtoAmI&feature=youtu.be

[1] https://www.motherjones.com/food/2020/01/climate-change-is-making-it-much-harder-to-be-a-young-farmer?utm_content=114526044&utm_medium=social&utm_source=twitter&hss_channel=tw-456864723
[1] https://e360.yale.edu/features/deep-decarbonization-a-realistic-way-forward-on-climate-change?utm_content=114386002&utm_medium=social&utm_source=twitter&hss_channel=tw-456864723
[1] https://www.fastcompany.com/90449975/were-on-track-to-hit-1-5c-of-warming-in-2040-heres-how-it-will-change-our-work-lives?utm_content=114385910&utm_medium=social&utm_source=twitter&hss_channel=tw-456864723
[1] https://www.seattletimes.com/seattle-news/why-is-amazon-so-touchy-about-its-employees-speaking-out-on-climate-change-the-answers-right-across-the-lake?utm_content=114520820&utm_medium=social&utm_source=twitter&hss_channel=tw-456864723

Top URLs in Tweet in G9:
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=523c90f0-437f-11ea-a0c2-e16409499046&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMS0zMC9hcmJpdHJhZ2Utd29uLXQtc3RvcC1jbGltYXRlLWNoYW5nZS1rYXRlLW1hY2tlbnppZQ==
[2] https://www.ft.com/content/ac9c2345-ed98-4f03-a537-b9926819b675
[1] https://www.ipe.com/main-navigation/asset-manager-quartet-seeks-to-drive-biodiversity-up-investors-agenda/10043421.article?utm_campaign=17583_28.1.20
[1] ipe
[1] daily
[1] news&utm_medium=email&utm_source=IPE&dm_i=5KVE,DKF,C66Q9,18EB,1
[1] https://www.wired.com/story/suvs-are-worse-for-the-climate-than-you-ever-imagined/
[1] https://www.ft.com/content/c2952357-c28b-4662-a393-c6586640404f
[1] https://open.spotify.com/episode/6TeFbOJMv0MG1B2q7IrB4I?si=8mOJZiDzT6udyFwuR4SyhA
[1] https://www.bis.org/publ/othp31.htm

Top URLs in Tweet in G10:
[3] https://climatism.blog/2020/01/21/enso-and-iod-mother-natures-climate-and-bushfire-drivers/
[2] https://twitter.com/erlhel/status/1217961381426868230
[1] https://www.theguardian.com/environment/2020/jan/29/greta-thunberg-files-application-to-trademark-her-name?CMP=share_btn_tw
[1] https://www.cfact.org/2019/05/19/growing-iceland-greenland-glaciers-makes-scientists-gasp/
[1] https://principia-scientific.org/ipcc-expert-behind-eight-discredited-ocean-acidification-papers/
[1] https://www.youtube.com/watch?v=EhW-B2udhQw&feature=youtu.be

[1] https://www.dailymail.co.uk/sciencetech/article-2171973/Tree-ring-study-proves-climate-WARMER-Roman-Medieval-times-modern-industrial-age.html
[1] https://www.wnd.com/2019/10/university-dumps-prof-revealed-polar-bears-actually-thriving/
[1] https://www.theatlantic.com/ideas/archive/2018/10/new-sokal-hoax/572212/
[1] https://www.naturalnews.com/040890_greenhouses_carbon_dioxide_generators_plant_growth.html

Top Domains
Top Domains in Tweet in Entire Graph:
[383] twitter.com
[69] co.uk
[67] youtube.com
[60] weforum.org
[52] theguardian.com
[41] bit.ly
[28] instagram.com
[24] nytimes.com
[24] linkedin.com
[21] blogspot.com

Top Domains in Tweet in G1:
[112] twitter.com
[22] youtube.com
[19] instagram.com
[19] theguardian.com
[19] linkedin.com
[15] co.uk
[12] smh.re
[7] ecowatch.com
[7] nytimes.com
[7] nature.com

Top Domains in Tweet in G2:
[50] weforum.org
[25] twitter.com
[12] macleans.ca
[4] climatechangepost.com
[3] youtube.com
[2] treehugger.com
[2] nytimes.com
[2] co.uk
[2] forbes.com
[2] bradblog.com

Top Domains in Tweet in G3:
[12] twitter.com
[3] theguardian.com
[3] co.uk
[2] dy.si
[2] the-autistic-educator.com
[2] bbc.com
[2] youtube.com
[1] greenpeace.org
[1] filtr8.com
[1] bsciclimate.org

Top Domains in Tweet in G4:
[3] theguardian.com
[1] yale.edu
[1] cnbc.com
[1] technologyreview.com
[1] qz.com
[1] vox.com
[1] bloomberg.com
[1] macleans.ca
[1] co.uk
[1] popularresistance.org

Top Domains in Tweet in G5:
[4] twitter.com
[2] notrickszone.com
[2] youtube.com
[1] aircrap.org
[1] wikipedia.org
[1] baystbull.com

Top Domains in Tweet in G6:
[5] therevelator.org
[5] co.uk
[4] twitter.com
[4] theguardian.com
[4] bbc.com
[4] montrealgazette.com
[3] harvard.edu
[2] ecowatch.com
[2] livescience.com
[2] theecologist.org

Top Domains in Tweet in G7:
[8] syngenta.com
[5] forbes.com
[4] scidev.net
[4] twitter.com
[3] ow.ly
[2] woodlandtru.st
[2] org.uk
[2] allafrica.com
[1] sustainablesoils.org
[1] 1t.org

Top Domains in Tweet in G8:
[7] bbc.com
[5] twitter.com
[1] salud-america.org
[1] youtube.com
[1] motherjones.com
[1] yale.edu
[1] fastcompany.com
[1] seattletimes.com
[1] co.uk
[1] buzzflash.com

Top Domains in Tweet in G9:
[6] bloomberg.com
[3] ft.com
[3] twitter.com
[2] bit.ly
[2] co.uk
[2] desmogblog.com
[2] frontiersin.org
[1] ipe.com
[1] wired.com
[1] spotify.com

Top Domains in Tweet in G10:
[3] climatism.blog
[2] twitter.com
[1] theguardian.com
[1] cfact.org
[1] principia-scientific.org
[1] youtube.com
[1] co.uk
[1] wnd.com
[1] theatlantic.com
[1] naturalnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3881] climatechange
[276] climatecrisis
[204] climateemergency
[192] climate
[163] climateaction
[152] sustainability
[148] environment
[116] globalwarming
[98] climatebrawl
[65] climatestrike



Top Hashtags in Tweet in G1:
[666] climatechange
[47] environment
[44] climatecrisis
[41] sustainability
[34] climateemergency
[28] climate
[26] globalwarming
[22] climateaction
[13] earth
[13] pollution

Top Hashtags in Tweet in G2:
[270] climatechange
[95] climatecrisis
[89] climatebrawl
[40] climatehoax
[25] extremeweather
[23] renewables
[19] climateaction
[17] environment
[15] sustainability
[14] renewableenergy

Top Hashtags in Tweet in G3:
[126] climatechange
[60] climate
[20] climatecrisis
[14] greennewdeal
[13] fridaysforfuture
[11] climatestrike
[9] climateaction
[8] govegan
[5] climateemergency
[5] globalwarming

Top Hashtags in Tweet in G4:
[42] climatechange
[14] protest
[6] actonclimate
[4] keepitintheground
[4] climatecrisis
[4] newscorp
[2] climateemergency
[2] coronavirus
[1] fairbourne
[1] flooding

Top Hashtags in Tweet in G5:
[30] climatechange
[11] 地球温暖化
[11] 温暖化
[6] polarbears
[5] climateengineering
[5] climatecrisis
[4] geoengineering
[4] chemtrails
[4] southaustralia
[3] globalwarming

Top Hashtags in Tweet in G6:
[93] climatechange
[9] climateaction
[8] globalwarming
[4] china
[4] fossilfuel
[4] environment
[4] massextinction
[4] newmusicalert
[3] leaders
[3] climatecrisis

Top Hashtags in Tweet in G7:
[75] climatechange
[24] farming
[15] soil
[12] wef20
[11] agroforestry
[9] sustainable
[8] 1trilliontrees
[6] xylella
[6] lakedistrict
[5] farmers

Top Hashtags in Tweet in G8:
[38] climatechange
[9] england
[9] un_women
[9] asean
[9] iran
[9] india
[9] russia
[9] china
[9] wuhan
[9] world

Top Hashtags in Tweet in G9:
[80] climatechange
[8] energy
[5] biodiversity
[5] infographic
[4] climatecrisis
[4] blackrock
[4] climaterisk
[4] activism
[3] climateemergency
[2] carbonbudget

Top Hashtags in Tweet in G10:
[37] climatechange
[36] climatefraud
[19] climate
[18] climatechangefraud
[12] arctic
[8] co2
[7] auspol
[5] unexit
[3] coronavirus
[3] epicfearmongering

Top Words
Top Words in Tweet in Entire Graph:
[3880] Words in Sentiment List#1: Positive
[3270] Words in Sentiment List#2: Negative
[20] Words in Sentiment List#3: Angry/Violent
[130102] Non-categorized Words
[137252] Total Words
[3875] #climatechange
[858] climate
[513] change
[424] more
[276] #climatecrisis

Top Words in Tweet in G1:
[666] #climatechange
[103] climate
[79] more
[77] change
[47] #environment
[44] #climatecrisis
[41] #sustainability
[33] #climateemergency
[28] world
[28] #climate

Top Words in Tweet in G2:
[270] #climatechange
[155] climate
[134] geraldkutney
[95] #climatecrisis
[89] #climatebrawl
[69] arikring
[60] jackthelad1947
[52] wef
[50] change
[42] ristori20

Top Words in Tweet in G3:
[126] #climatechange
[110] francisco
[91] gretathunberg
[64] josephprigith
[60] year
[60] #climate
[58] old
[58] friday
[56] mikehudema
[56] action

Top Words in Tweet in G4:
[124] pauledawson
[82] increase
[53] those
[53] one
[51] yes
[51] flawed
[51] single
[51] analyses
[51] error
[51] assumptions

Top Words in Tweet in G5:
[30] #climatechange
[14] wanderinganimal
[11] #地球温暖化
[11] #温暖化
[10] kiryenet
[9] realdonaldtrump
[9] 内容4
[9] 1900年に遡るデータは
[9] 1970年代から1980年代の間にピークに達する以前に
[9] 北極の海氷範囲は1930年から1960年の間も低かったことに着目すべきだ

Top Words in Tweet in G6:
[93] #climatechange
[14] better
[14] climate
[13] warming
[13] extreme
[12] change
[11] helping
[9] #climateaction
[9] committed
[9] canadians

Top Words in Tweet in G7:
[75] #climatechange
[24] #farming
[24] human
[23] world
[19] sadhgurujv
[19] syngenta
[15] #soil
[15] carbon
[13] woodlandtrust
[12] one

Top Words in Tweet in G8:
[38] #climatechange
[9] bbc
[9] #england
[9] #un_women
[9] #asean
[9] #iran
[9] #india
[9] #russia
[9] #china
[9] #wuhan

Top Words in Tweet in G9:
[77] #climatechange
[26] climate
[23] michaelemann
[23] carbonbubble
[20] more
[20] against
[19] hi
[19] mike
[19] made
[19] one

Top Words in Tweet in G10:
[42] glaciers
[39] beachmilk
[37] #climatechange
[36] co2
[36] #climatefraud
[31] science
[31] right
[30] well
[30] mixed
[30] gas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[371] climate,change
[82] #climatecrisis,#climatechange
[76] #climatechange,#climateemergency
[63] #climatechange,#climatecrisis
[63] year,old
[57] against,#climatechange
[57] 10,year
[57] #climate,action
[56] yes,flawed
[56] flawed,single

Top Word Pairs in Tweet in G1:
[61] climate,change
[18] #climatechange,#climatecrisis
[17] #environment,#climatechange
[16] #climatechange,#climateemergency
[14] #climatechange,#sustainability
[11] tackling,#climatechange
[10] #climatechange,#climateaction
[10] #vdlcommission,work
[10] work,programme
[10] programme,ambitious

Top Word Pairs in Tweet in G2:
[52] #climatecrisis,#climatechange
[50] climate,change
[40] #climatechange,#climatebrawl
[32] #climatebrawl,#climatechange
[31] #climatechange,#climatehoax
[30] jackthelad1947,neurozoinnovat1
[29] climate,deniers
[29] climate,denial
[27] neurozoinnovat1,ristori20
[26] help,fight

Top Word Pairs in Tweet in G3:
[58] year,old
[55] 10,year
[55] old,francisco
[55] francisco,gretathunberg
[55] gretathunberg,francisco
[55] francisco,protests
[55] protests,immediate
[55] immediate,#climate
[55] #climate,action
[55] action,friday

Top Word Pairs in Tweet in G4:
[51] yes,flawed
[51] flawed,single
[51] single,one
[51] one,those
[51] those,analyses
[51] analyses,error
[51] error,assumptions
[51] assumptions,methodology
[50] pauledawson,yes
[37] recent,increase

Top Word Pairs in Tweet in G5:
[11] #地球温暖化,#温暖化
[9] 内容4,1900年に遡るデータは
[9] 1900年に遡るデータは,1970年代から1980年代の間にピークに達する以前に
[9] 1970年代から1980年代の間にピークに達する以前に,北極の海氷範囲は1930年から1960年の間も低かったことに着目すべきだ
[9] 北極の海氷範囲は1930年から1960年の間も低かったことに着目すべきだ,要約すると
[9] 要約すると,北極について心配することは何もない
[9] 北極について心配することは何もない,#地球温暖化
[8] kiryenet,内容4
[6] #climatechange,#polarbears
[5] surfhempster,wanderinganimal

Top Word Pairs in Tweet in G6:
[9] committed,helping
[9] helping,canadians
[9] canadians,adapt
[9] adapt,#climatechange
[9] #climatechange,better
[9] better,prepared
[9] prepared,face
[9] face,natural
[9] natural,hazards
[9] hazards,extreme

Top Word Pairs in Tweet in G7:
[12] one,problem
[12] problem,world
[12] world,human
[12] human,being
[12] being,without
[12] without,transforming
[12] transforming,human
[12] human,consciousness
[12] consciousness,behaviour
[11] sadhgurujv,one

Top Word Pairs in Tweet in G8:
[9] #england,#un_women
[9] #asean,#iran
[9] #iran,#india
[9] #india,#russia
[9] #china,#wuhan
[9] #thailand,#travel
[9] #travel,#น
[9] #น,านclubthailand
[9] านclubthailand,#climatechange
[9] #climatechange,#uk

Top Word Pairs in Tweet in G9:
[19] michaelemann,hi
[19] hi,mike
[19] mike,made
[19] made,one
[19] one,explain
[19] explain,politicking
[19] politicking,propaganda
[19] propaganda,behind
[19] behind,#climatechange
[19] #climatechange,denial

Top Word Pairs in Tweet in G10:
[30] science,right
[30] right,co2
[30] co2,well
[30] well,mixed
[30] mixed,gas
[30] gas,invisible
[30] invisible,heavier
[30] heavier,air
[30] air,soluble
[30] soluble,water

Top Replied-To
Top Replied-To in Entire Graph:
@tyotoriffle
@jwickers
@geraldkutney
@gretathunberg
@thedisproof
@asinister
@ecosensenow
@zalmodegicos
@pagesix
@realsusanswift

Top Replied-To in G1:
@moeppmkd

Top Replied-To in G2:
@tyotoriffle
@jwickers
@geraldkutney
@ecosensenow
@asinister
@thedisproof
@zalmodegicos
@dukemarcude
@madmendreamers
@big_catsf

Top Replied-To in G3:
@gretathunberg
@eriksolheim
@plato_001

Top Replied-To in G4:
@thefayedwards
@powell_peter
@forduk
@itvnews
@jamesabbott2013

Top Replied-To in G5:
@danpeacock12
@surfhempster
@weatherchannel
@blakesmustache
@jordanbjackson
@freeflipfr
@donaldjtrumpjr
@michael27452480
@yakityxax
@realdonaldtrump

Top Replied-To in G6:
@govofco
@pagesix
@jen_pelz

Top Replied-To in G7:
@business

Top Replied-To in G8:
@realsusanswift
@xrwsm
@popnmatters
@queen_uk
@rebeccashabad
@bancha333
@oakkyzacz
@thatwoodbloke
@who
@therickwilson

Top Replied-To in G9:
@kmac
@michaelemann
@notrickszone
@naomioreskes
@katellevick
@wandbc

Top Replied-To in G10:
@cangal21
@beachmilk

Top Mentioned
Top Mentioned in Entire Graph:
@geraldkutney
@pauledawson
@gretathunberg
@josephprigith
@arikring
@wef
@jackthelad1947
@mikehudema
@friendsoscience
@planetary_sec

Top Mentioned in G1:
@zeroco2_
@munichre
@genevaforum
@novanexia
@issuesfr
@arcos
@organiccarbons
@fluicity

Top Mentioned in G2:
@geraldkutney
@arikring
@jackthelad1947
@wef
@ristori20
@dawnroseturner
@kashthefuturist
@ruthptn
@cberrl
@neurozoinnovat1

Top Mentioned in G3:
@gretathunberg
@josephprigith
@mikehudema
@geraldkutney
@vanessa_vash
@patriciakombo
@faitharroisa
@lamechlamarch25
@lizwath
@ethica11y_vegan

Top Mentioned in G4:
@pauledawson
@aarondodd
@paulinelockie
@theendsreport
@mumfordsa
@defragovuk
@soniafurstenau
@andrea__leong
@envagency
@ashdkelly

Top Mentioned in G5:
@wanderinganimal
@kiryenet
@realdonaldtrump
@lbox327
@loggerhead_
@allycl17
@luvsshinyobjs
@bonlives68
@edwardgheer
@iamlisakirk

Top Mentioned in G6:
@environmentca
@revelator_news
@mckinsey
@wildearthguard
@xrebellionuk
@vinikadrao
@outdoorretailer
@eu_h2020
@extinctionr
@ceresnews

Top Mentioned in G7:
@sadhgurujv
@syngenta
@woodlandtrust
@soilassociation
@uk_ceh
@forbes
@davos
@erikfyrwald
@business
@cc_yale

Top Mentioned in G8:
@bbc
@bbcworld
@climatenexus
@housegop
@dcexaminer
@northsomersetc
@who
@nytimes
@siegelscribe
@edwardjdavey

Top Mentioned in G9:
@carbonbubble
@michaelemann
@matthewmodine
@kmac
@marghegagliardi
@climate
@bis_org
@greenprofgreen
@shareaction
@maibached

Top Mentioned in G10:
@beachmilk
@carbongate
@jwspry
@heber_rizzo
@thiagomaia2503
@vanvlietdesign
@cangal21
@rosscameron4
@erlhel

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@scarletmonahan
@sectest9
@jurylady5
@robre62
@anastalya
@mohamedal_adawi
@sharneal
@rockinwoapradio
@gottalaff

Top Tweeters in G1:
@iam__network
@analyticaglobal
@stiffmidlefinga
@markburgerenerg
@doomsdayscw
@tampabaybucsfan
@the_plantsman_
@dixiedoodle12
@alaanuloluwa_
@joongwu

Top Tweeters in G2:
@jurylady5
@robre62
@chidambara09
@washumom
@dancas2
@bannerite
@lehimesa
@ggg_says
@ruisaldanha
@normanbuffong

Top Tweeters in G3:
@katalin_pota
@itvana9tdbmjmyk
@melodijoy
@groucidjamila
@trudaoceans
@woodmontcyn
@beatax088
@umbrios
@mrmihalus
@absonjill

Top Tweeters in G4:
@kenkircher1
@allan_crawshaw
@truthbuster
@elantara
@donahuejm
@karenkts11
@christinejameis
@jmarrmarr
@itvnews
@igneousidol

Top Tweeters in G5:
@bbusa617
@ekubopekow
@palebrown
@charismaalasta2
@queenofthewilis
@mattzelinsky
@sofinique1
@graydaygamer
@opchemtrails
@mitchellvii

Top Tweeters in G6:
@rockinwoapradio
@honeymoongondol
@oasismountain
@thepowerofmeow
@j082298
@srzjwalters
@coyotegulch
@pagesix
@imagine_garden
@rokyfitz

Top Tweeters in G7:
@5fec93919a544d3
@business
@invisiblehand78
@ewestaway
@forbes
@markets
@majoesca05
@carvajalrm
@mariv032002
@drnaziafayaz

Top Tweeters in G8:
@oakkyzacz
@dcexaminer
@hiphopmatrix
@therickwilson
@bbcworld
@dailycaller
@motherjones
@seattletimes
@pravitr
@suthichai

Top Tweeters in G9:
@sufiy
@sarahkendzior
@u_hardy
@cleanairlondon
@michaelemann
@stacydvandeveer
@joseyrider
@fleurenewman
@citizenbusse
@zidaya

Top Tweeters in G10:
@lyndae222
@putzie63
@gcamp4
@rf_jenkins
@clondozu
@carbongate
@roodgridance
@dude_america
@jwspry
@markbjardine


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