#climatechange, Twitter, 1/14/2021 1:44:52 AM, 245540


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#climatechange_2021-01-13_17-08-00.xlsx
#climatechange_2021-01-13_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
#climatechange via NodeXL https://bit.ly/3bBLScF
@eco1start
@wef
@arikring
@jane__eden
@unbiodiversity
@ekboondhpani
@unesco
@imagine_garden
@gretathunberg
@un

Top hashtags:
#climatechange
#climateaction
#sustainability
#climatecrisis
#climate
#environment

Description:
Description
The graph represents a network of 8,598 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, 14 January 2021 at 01:23 UTC.

The requested start date was Thursday, 14 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 6-hour, 15-minute period from Monday, 11 January 2021 at 03:04 UTC to Wednesday, 13 January 2021 at 09:20 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 : 8598
Unique Edges : 6734
Edges With Duplicates : 12222
Total Edges : 18956
Number of Edge Types : 5
Retweet : 5081
MentionsInRetweet : 7691
Replies to : 378
Mentions : 3948
Tweet : 1858
Self-Loops : 1983
Reciprocated Vertex Pair Ratio : 0.0199203187250996
Reciprocated Edge Ratio : 0.0390625
Connected Components : 1335
Single-Vertex Connected Components : 593
Maximum Vertices in a Connected Component : 5024
Maximum Edges in a Connected Component : 13556
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.060415
Graph Density : 0.000145460437074521
Modularity : 0.556482
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 8,598 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, 14 January 2021 at 01:23 UTC.

The requested start date was Thursday, 14 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 6-hour, 15-minute period from Monday, 11 January 2021 at 03:04 UTC to Wednesday, 13 January 2021 at 09:20 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:
[140] https://www.weforum.org/agenda/2020/12/venus-was-like-earth-until-climate-change-uninhabitable?utm_source=twitter&utm_medium=social_scheduler&utm_term=Space&utm_content=11/01/2021+03:00
[100] https://www.weforum.org/agenda/2020/12/climate-change-emissions-environment-paris-agreement-emitters?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=13/01/2021+01:00
[76] https://act.greenpeace.org/page/68253/petition/1?&locale=en-US&utm_campaign=fossil-fuels&campaign_project=greenrecovery&utm_source=t.co&utm_medium=post&utm_term=sign&utm_content=typage&content_specific=wealthtax.petition.typage.tweet&ea.tracking.id=en_fossil-fuels_greenrecovery_t.co_post_20200928_sign_typage_wealthtax.petition.typage.tweet
[58] http://smartdissent.com/article/last-rush-trump-grants-mining-and-energy-firms-rights-public-lands
[47] https://twinybots.ch/
[45] https://www.weforum.org/agenda/2021/01/2020-worlds-hottest-year-on-record-eu-climate-change?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=12/01/2021+00:00
[28] https://www.weforum.org/agenda/2021/01/night-train-carbon-climate-change/
[19] https://www.egu21.eu/
[19] https://www.weforum.org/agenda/2020/12/climate-change-emissions-environment-paris-agreement-emitters?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=10/01/2021+13:30
[18] http://meetingorganizer.copernicus.org/EGU21/session/40027

Top URLs in Tweet in G1:
[10] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[7] https://www.environewsnigeria.com/climate-change-guterres-renews-call-for-100bn-for-developing-countries/
[5] https://theconversation.com/pikas-are-adapting-to-climate-change-remarkably-well-contrary-to-many-predictions-150726
[5] https://visitor.r20.constantcontact.com/manage/optin?v=001dCD0S6IuBsY2qbNAvZUHIOL55eWiRnlR6Pp7Ip4WqEc-xFybrVnCRBazplBzcrWq7DTnzH_FYYbJ1fJ5JFU_h1Fh8QaRFXohsj28JGe3-uw%3D
[4] https://www.youtube.com/watch?v=-nCnoOiozUc&feature=youtu.be

[4] https://twitter.com/FFFIndia/status/1349029998603038721
[4] https://in.reuters.com/article/us-usa-biden-climate-senate-analysis/analysis-thin-democratic-control-of-senate-offers-biden-chance-for-steps-on-climate-idINKBN29C1J2
[4] https://wemeantoclean.blogspot.com/2019/07/2019-monsoon-plantation-kickoff.html
[4] https://news.abs-cbn.com/spotlight/01/08/21/2020-ties-with-2016-as-worlds-hottest-year-on-record-eu-climate-change-service-says
[4] https://350.org/

Top URLs in Tweet in G2:
[134] https://www.weforum.org/agenda/2020/12/venus-was-like-earth-until-climate-change-uninhabitable?utm_source=twitter&utm_medium=social_scheduler&utm_term=Space&utm_content=11/01/2021+03:00
[89] https://www.weforum.org/agenda/2020/12/climate-change-emissions-environment-paris-agreement-emitters?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=13/01/2021+01:00
[40] https://www.weforum.org/agenda/2021/01/2020-worlds-hottest-year-on-record-eu-climate-change?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=12/01/2021+00:00
[29] https://twinybots.ch/
[22] https://www.weforum.org/agenda/2021/01/night-train-carbon-climate-change/
[18] https://www.weforum.org/agenda/2020/12/climate-change-emissions-environment-paris-agreement-emitters?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=10/01/2021+13:30
[16] https://www.forbes.com/sites/bernardmarr/2021/01/04/how-artificial-intelligence-can-power-climate-change-strategy/?sh=463b681c3482
[13] https://www.weforum.org/agenda/2021/01/satellite-alerts-deforestation-africa-trees-environment-climate-change?utm_source=twitter&utm_medium=social_scheduler&utm_term=Africa&utm_content=12/01/2021+22:00
[10] https://www.weforum.org/agenda/2020/12/nature-china-ally-climate-change/
[9] https://s27389.pcdn.co/how-artificial-intelligence-can-drive-your-climate-change-strategy-123493191/

Top URLs in Tweet in G3:
[14] https://twinybots.ch/
[6] http://gpwx.news/w5xa7
[6] https://www.amazon.com/gp/product/057874497X
[5] https://www.weforum.org/agenda/2021/01/night-train-carbon-climate-change/
[4] https://www.instagram.com/accounts/login/
[4] https://www.theguardian.com/environment/2021/jan/13/top-scientists-warn-of-ghastly-future-of-mass-extinction-and-climate-disruption-aoe?CMP=Share_iOSApp_Other
[3] https://www.weforum.org/agenda/2020/12/venus-was-like-earth-until-climate-change-uninhabitable?utm_source=twitter&utm_medium=social_scheduler&utm_term=Space&utm_content=11/01/2021+03:00
[3] https://www.washingtonpost.com/climate-solutions/2021/01/12/climate-science-moms/
[3] https://www.greenbuiltinternationalbuildingcompany.com/
[3] https://bioinsilico.blogspot.com/2019/03/future-of-generation-z-and-millennials.html

Top URLs in Tweet in G4:
[5] https://www.scmp.com/news/asia/east-asia/article/3116993/when-green-isnt-good-mount-fujis-reforestation-linked-global
[4] https://www.salon.com/2021/01/10/cautious-optimism-about-fighting-climate-change-salon-talks-with-author-of-the-new-climate-war/
[3] https://www.bbc.com/future/article/20210108-where-we-are-on-climate-change-in-five-charts
[3] https://www.crikey.com.au/2020/12/16/liberal-party-climate-inaction/
[2] https://www.bbc.com/news/science-environment-55632050
[2] https://sustain-blog.com/2021/01/05/environment-quotes-2021-cant-breathe-air-cant-drink-water-do-something-at-cop26/
[2] https://www.inverness-courier.co.uk/news/national/we-will-face-more-pandemics-unless-we-halt-climate-change-charles-says-10677/
[2] https://www.cdp.net/en/articles/media/new-report-shows-just-100-companies-are-source-of-over-70-of-emissions
[2] https://www.abc.net.au/news/2021-01-08/2020-ties-with-2016-as-worlds-hottest-year-on-record-eu-climate/13043854?utm_source=abc_news_web&utm_medium=content_shared&utm_content=twitter&utm_campaign=abc_news_web
[2] https://www.climateandcapitalmedia.com/with-record-breaking-disasters-2020-shows-climate-change-is-here/

Top URLs in Tweet in G5:
[12] https://www.youtube.com/c/conventiononbiologicaldiversity/live
[7] https://www.cbd.int/article/stakeholder-open-webinar-climate-2021
[7] https://greengrowthknowledge.org/blog/water-secure-climate-resilient-future-cities
[4] https://twitter.com/UNBiodiversity/status/1348769910508294146
[3] https://www.weforum.org/agenda/2020/12/climate-change-emissions-environment-paris-agreement-emitters?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=13/01/2021+01:00
[3] https://alghad.com/%d9%82%d9%85%d8%a9-%d8%a7%d9%84%d9%83%d9%88%d9%83%d8%a8-%d8%aa%d8%af%d9%82-%d9%86%d8%a7%d9%82%d9%88%d8%b3-%d8%a7%d9%84%d8%ae%d8%b7%d8%b1-%d8%ac%d8%b1%d8%a7%d8%a1-%d8%a3%d8%b6%d8%b1%d8%a7%d8%b1/
[2] https://www.theguardian.com/environment/2021/jan/13/top-scientists-warn-of-ghastly-future-of-mass-extinction-and-climate-disruption-aoe?CMP=share_btn_tw
[2] https://www.instagram.com/accounts/login/
[2] https://twitter.com/phoeb0/status/1348192404738887682
[2] https://apple.news/AFaCHFbDiRBOhtffJ-ny-sA

Top URLs in Tweet in G6:
[1] https://www.justearthnews.com/environment-details/E/1595/50-countries-announce-bold-commitment-to-protect-at-least-30-of-the-world-s-land-and-ocean-by-2030.html
[1] https://twitter.com/EkBoondhPani/status/1348867524478189571

Top URLs in Tweet in G7:
[3] https://www.weforum.org/agenda/2020/12/venus-was-like-earth-until-climate-change-uninhabitable?utm_source=twitter&utm_medium=social_scheduler&utm_term=Space&utm_content=11/01/2021+03:00
[2] https://www.theguardian.com/environment/2021/jan/11/prince-charles-businesses-terra-carta-pledge-planet-first-nature-age-of-extinction
[2] https://www.weforum.org/agenda/2021/01/2020-worlds-hottest-year-on-record-eu-climate-change?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=12/01/2021+00:00
[1] https://actnow.bot/
[1] https://en.unesco.org/indigenous-peoples
[1] https://en.unesco.org/news/tracker-culture-public-policy-issue-4
[1] https://en.unesco.org/themes/addressing-climate-change
[1] http://en.unesco.org/themes/addressing-climate-change
[1] https://www.weforum.org/agenda/2020/12/climate-change-emissions-environment-paris-agreement-emitters?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=13/01/2021+01:00
[1] https://twitter.com/italymfa/status/1348713601750749184

Top URLs in Tweet in G8:
[11] https://www.bbc.co.uk/news/science-environment-55621664
[2] https://www.abc.net.au/news/2021-01-13/rising-sea-levels-visible-in-kakadu-national-park/12292646
[2] https://www.scientificamerican.com/article/climate-deniers-shift-tactics-to-inactivism/
[2] https://www.rollingstone.com/politics/politics-features/michael-mann-the-new-climate-war-book-1110937/
[1] https://press.anu.edu.au/publications/global-warming-and-climate-change
[1] https://www.eventbrite.com/e/michael-e-mann-the-new-climate-war-with-bill-nye-tickets-130314621541
[1] https://twitter.com/drmonas/status/1348405841876148229
[1] https://www.theguardian.com/environment/2021/jan/11/insect-populations-suffering-death-1000-cuts-scientists
[1] https://vimeo.com/498622488
[1] https://www.politico.com/news/2021/01/11/john-kerry-climate-team-457707

Top URLs in Tweet in G9:
[2] https://www.theguardian.com/environment/2021/jan/09/glum-future-for-the-platypus-why-the-elusive-mammal-is-disappearing-under-our-noses
[2] https://www.nationalgeographic.com/science/2020/09/plastic-food-packaging-outpaces-cigarette-butts-most-abundant-beach-trash/
[1] https://www.iucn.org/news/secretariat/202012/climate-change-now-top-threat-natural-world-heritage-iucn-report
[1] https://www.iucn.org/theme/nature-based-solutions/resources/iucn-global-standard-nbs
[1] https://www.iucn.org/resources/issues-briefs/deforestation-and-forest-degradation
[1] https://mind-e.de/
[1] https://www.airive.de/
[1] https://twitter.com/drhughmore/status/1348120855004540929
[1] https://twitter.com/greenpeace/status/1348933101121130496
[1] https://www.middleeasteye.net/news/saudi-arabia-the-line-neom-megacity

Top URLs in Tweet in G10:
[2] https://twitter.com/foeaustralia/status/1348783309489274883
[1] https://pursuit.unimelb.edu.au/articles/how-to-undo-australia-s-epic-water-fail
[1] https://www.theguardian.com/environment/2020/jul/11/tasmanias-precious-swift-parrot-habitats-marked-for-logging-despite-expert-warnings?CMP=share_btn_tw
[1] http://imprs-gbgc.de/applications/imprs2021jan/projectdescriptions_outputone.php?PN=B3
[1] https://twitter.com/FoEAustralia/status/1348783309489274883
[1] https://meetingorganizer.copernicus.org/EGU21/session/40801
[1] https://twitter.com/NatureDeal/status/1348675847281061889
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DEuOlYPSEzSc&q=EgS4SO-bGMKx8P8FIhkA8aeDS1YLxrPWuH3WmaYMag6VfQebvV58MgFy

Top Domains
Top Domains in Tweet in Entire Graph:
[415] twitter.com
[395] weforum.org
[94] greenpeace.org
[93] co.uk
[90] youtube.com
[88] theguardian.com
[68] blogspot.com
[58] smartdissent.com
[57] immortalartist.com
[52] linkedin.com

Top Domains in Tweet in G1:
[67] twitter.com
[58] blogspot.com
[57] immortalartist.com
[22] theguardian.com
[21] greenjobsearch.org
[16] com.au
[15] gpwx.news
[13] co.uk
[13] bbc.com
[12] phys.org

Top Domains in Tweet in G2:
[363] weforum.org
[31] forbes.com
[29] twinybots.ch
[10] youtube.com
[9] pcdn.co
[8] linkedin.com
[6] co.uk
[6] twitter.com
[6] pixelplex.io
[5] gpwx.news

Top Domains in Tweet in G3:
[119] twitter.com
[23] avaaz.org
[20] theguardian.com
[16] gpwx.news
[15] linkedin.com
[14] weforum.org
[14] twinybots.ch
[11] co.uk
[9] youtube.com
[9] reuters.com

Top Domains in Tweet in G4:
[10] twitter.com
[7] bbc.com
[5] scmp.com
[5] net.au
[4] salon.com
[4] com.au
[3] co.uk
[3] climateandcapitalmedia.com
[2] sustain-blog.com
[2] cdp.net

Top Domains in Tweet in G5:
[22] twitter.com
[14] youtube.com
[7] cbd.int
[7] greengrowthknowledge.org
[5] theguardian.com
[4] worldbank.org
[4] bit.ly
[3] zoom.us
[3] bbc.com
[3] weforum.org

Top Domains in Tweet in G6:
[1] justearthnews.com
[1] twitter.com

Top Domains in Tweet in G7:
[7] weforum.org
[4] unesco.org
[2] theguardian.com
[1] actnow.bot
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G8:
[11] co.uk
[7] twitter.com
[3] naagriknews.com
[2] net.au
[2] theguardian.com
[2] scientificamerican.com
[2] rollingstone.com
[1] edu.au
[1] eventbrite.com
[1] vimeo.com

Top Domains in Tweet in G9:
[4] nationalgeographic.com
[3] iucn.org
[2] theguardian.com
[2] twitter.com
[2] cnn.com
[1] mind-e.de
[1] airive.de
[1] middleeasteye.net
[1] avaaz.org
[1] runbenji.com

Top Domains in Tweet in G10:
[4] twitter.com
[1] edu.au
[1] theguardian.com
[1] imprs-gbgc.de
[1] copernicus.org
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5418] climatechange
[464] climateaction
[374] sustainability
[255] climatecrisis
[229] climate
[228] environment
[200] globalwarming
[175] biodiversity
[154] conservation
[149] sdg6



Top Hashtags in Tweet in G1:
[782] climatechange
[242] climateaction
[126] climatecrisis
[87] climateemergency
[84] globalwarming
[75] climate
[68] environment
[66] sustainability
[37] art
[34] renewableenergy

Top Hashtags in Tweet in G2:
[588] climatechange
[136] space
[70] sdgs
[53] ai
[43] sustainability
[37] bigdata
[37] artificialintelligence
[30] iot
[29] tech
[24] machinelearning

Top Hashtags in Tweet in G3:
[722] climatechange
[50] sustainability
[49] globalwarming
[46] climate
[37] environment
[33] climateaction
[32] climatecrisis
[15] energy
[15] renewableenergy
[13] covid19

Top Hashtags in Tweet in G4:
[167] climatechange
[31] climatecrisis
[17] sustainability
[17] machhapuchhre
[17] nepal
[12] msm
[12] covid19
[11] podcast
[11] ringthebell
[11] parents4climateaction

Top Hashtags in Tweet in G5:
[270] climatechange
[83] biodiversity
[36] naturebasedsolutions
[26] oneplanetsummit
[26] webinar
[25] nature
[20] climate
[17] climateaction
[9] post2020
[8] forests

Top Hashtags in Tweet in G6:
[137] climatechange
[136] sdg6
[134] contestalert
[116] conservation
[116] ekboondhpani
[113] waterconservation
[92] waterconservationinitiative
[90] sustainability
[90] waterconservationawareness
[7] conservewater

Top Hashtags in Tweet in G7:
[72] climatechange
[50] climateaction
[8] cop26
[3] environment
[3] banks
[3] space
[2] humanrights
[2] terracarta
[2] universities
[2] foodwaste

Top Hashtags in Tweet in G8:
[79] climatechange
[16] environment
[15] lgbtq
[15] womensrights
[14] humanrights
[4] climateaction
[4] climate
[4] auspol
[3] medstudenttwitter
[3] medtwitter

Top Hashtags in Tweet in G9:
[27] climatechange
[13] worldheritage
[5] climateaction
[4] deforestation
[3] environment
[3] nature
[3] fridaysforfuture
[3] insects
[2] armenia
[2] planetb

Top Hashtags in Tweet in G10:
[53] climatechange
[45] water
[45] fightforplaneta
[8] nature
[8] biodiversity
[5] auspol
[2] murraydarlingbasin
[2] cop26
[2] koalas
[2] environment

Top Words
Top Words in Tweet in Entire Graph:
[5416] #climatechange
[1471] climate
[915] change
[494] replace
[489] more
[466] world
[464] #climateaction
[415] wef
[401] year
[374] #sustainability

Top Words in Tweet in G1:
[782] #climatechange
[253] climate
[242] #climateaction
[144] change
[132] world
[126] #climatecrisis
[87] #climateemergency
[85] more
[84] #globalwarming
[82] #climate

Top Words in Tweet in G2:
[588] #climatechange
[391] wef
[304] climate
[244] change
[145] earth
[142] once
[140] venus
[140] made
[140] uninhabitable
[136] #space

Top Words in Tweet in G3:
[722] #climatechange
[117] climate
[75] change
[68] more
[50] #sustainability
[49] #globalwarming
[48] help
[47] need
[46] #climate
[37] #environment

Top Words in Tweet in G4:
[167] #climatechange
[51] climate
[41] jackthelad1947
[33] yrs
[33] ago
[31] #climatecrisis
[31] arikring
[28] geraldkutney
[26] ristori20
[26] aaravseth_

Top Words in Tweet in G5:
[270] #climatechange
[101] unbiodiversity
[84] climate
[82] #biodiversity
[56] between
[52] trees
[44] water
[43] unfccc
[40] oneplanetsummit
[39] more

Top Words in Tweet in G6:
[289] ekboondhpani
[173] pipe
[137] #climatechange
[136] #sdg6
[134] #contestalert
[116] bucket
[116] #conservation
[116] #ekboondhpani
[113] #waterconservation
[108] fills

Top Words in Tweet in G7:
[434] replace
[177] unesco
[119] planet
[115] bike
[115] shirt
[102] phone
[100] #climat
[72] #climatechange
[50] #climateaction
[49] culture

Top Words in Tweet in G8:
[79] #climatechange
[36] climate
[17] michaelemann
[16] news
[16] #environment
[16] citizensclimate
[15] joebiden
[15] #lgbtq
[15] #womensrights
[15] carbon

Top Words in Tweet in G9:
[140] end
[72] greenpeace
[71] wildlife
[71] governments
[70] order
[70] protect
[70] australia's
[70] precious
[70] australian
[70] deforestation

Top Words in Tweet in G10:
[107] craigreucassel
[101] sdhamiltonvic
[53] #climatechange
[50] stanthorpeqld
[45] #water
[45] #fightforplaneta
[44] region
[42] hard
[42] believe
[42] once

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[768] climate,change
[157] #climatechange,#climateaction
[149] #sdg6,#climatechange
[148] venus,once
[148] once,earth
[148] made,uninhabitable
[144] greenhouse,gas
[143] earth,climate
[142] change,made
[141] uninhabitable,#space

Top Word Pairs in Tweet in G1:
[100] climate,change
[98] #climatechange,#climateaction
[41] #climatechange,#climatecrisis
[35] grey,cross
[31] doo,doo
[31] #climatechange,#climateemergency
[30] saving,world
[30] world,bent
[30] cross,studios
[30] job,opportunity

Top Word Pairs in Tweet in G2:
[244] climate,change
[140] venus,once
[140] once,earth
[140] made,uninhabitable
[136] uninhabitable,#space
[134] earth,climate
[134] change,made
[130] #space,#climatechange
[127] wef,venus
[109] greenhouse,gas

Top Word Pairs in Tweet in G3:
[58] climate,change
[23] kids,taking
[23] taking,33
[23] court,failing
[23] failing,#climatechange
[23] #climatechange,need
[22] 33,governments
[22] governments,court
[22] need,help
[22] help,join

Top Word Pairs in Tweet in G4:
[33] yrs,ago
[18] year,#climatechange
[17] #machhapuchhre,mountain
[17] mountain,#nepal
[17] #nepal,whose
[17] whose,glory
[17] glory,marked
[17] marked,snow
[17] snow,formed
[17] formed,year

Top Word Pairs in Tweet in G5:
[50] #climatechange,#biodiversity
[30] #naturebasedsolutions,#climatechange
[29] planting,trees
[29] stakeholder,open
[23] trees,such
[23] such,invaluable
[23] invaluable,#naturebasedsolutions
[23] #climatechange,jfbastin
[23] jfbastin,explains
[23] explains,planting

Top Word Pairs in Tweet in G6:
[136] #sdg6,#climatechange
[116] #climatechange,#conservation
[114] #ekboondhpani,#sdg6
[108] fills,bucket
[106] pipe,fills
[89] #waterconservationawareness,#waterconservationinitiative
[87] #waterconservation,#waterconservationawareness
[85] ekboondhpani,#contestalert
[81] #contestalert,find
[81] find,pipe

Top Word Pairs in Tweet in G7:
[115] replace,bike
[115] bike,replace
[115] replace,shirt
[114] unesco,replace
[102] shirt,replace
[102] replace,phone
[102] phone,replace
[102] replace,planet
[100] planet,#climat
[35] #climatechange,calls

Top Word Pairs in Tweet in G8:
[15] #lgbtq,#womensrights
[14] #womensrights,#humanrights
[14] #humanrights,#climatechange
[14] #climatechange,#environment
[11] welcome,news
[11] news,restoring
[11] restoring,nature
[11] nature,key
[11] key,tackling
[11] tackling,#climatechange

Top Word Pairs in Tweet in G9:
[70] order,protect
[70] protect,australia's
[70] australia's,precious
[70] precious,wildlife
[70] wildlife,australian
[70] australian,governments
[70] governments,end
[70] end,deforestation
[70] deforestation,take
[70] take,action

Top Word Pairs in Tweet in G10:
[60] sdhamiltonvic,craigreucassel
[50] craigreucassel,stanthorpeqld
[43] #fightforplaneta,#water
[42] hard,believe
[42] believe,once
[42] once,thriving
[42] thriving,veggie
[42] veggie,growing
[42] growing,region
[42] region,craigreucassel

Top Replied-To
Top Replied-To in Entire Graph:
@ekboondhpani
@jamesrobey
@justintrudeau
@craigreucassel
@gretathunberg
@suxhypocrisy
@hazloe3
@jackthelad1947
@fao
@friendsoscience

Top Replied-To in G1:
@gretathunberg
@deniseshrivell
@climatecouncil
@i79asdren
@nicole_in_ab
@nopoinc
@johniadarola
@obamafoundation
@antonioguterres
@justintrudeau

Top Replied-To in G2:
@jamesrobey
@nowthisnews
@esportswomen

Top Replied-To in G3:

Top Replied-To in G4:
@hazloe3
@jackthelad1947
@sunlorrie
@amandaray02
@hanslak
@arikring
@allanmargolin
@nikkikf
@chiefexecccc
@drvictoriahurth

Top Replied-To in G5:
@beneltham
@environment
@bbc
@borisjohnson
@gary_feltham
@unfccc
@fao

Top Replied-To in G6:
@ekboondhpani

Top Replied-To in G8:
@climateacttech
@samclench
@repaoc
@politico
@latingle
@_lisamcox
@benandjerrys
@algore
@kamalaharris
@gop

Top Replied-To in G9:
@cnn

Top Replied-To in G10:
@craigreucassel
@mpvanderwal
@lenoretaylor
@itsbouquet
@petergleick
@james_trezise
@daveydogs
@kailaswild

Top Mentioned
Top Mentioned in Entire Graph:
@wef
@unesco
@ekboondhpani
@unbiodiversity
@craigreucassel
@sdhamiltonvic
@alex_verbeek
@greenpeaceca
@greenpeace
@lauren_a_rogers

Top Mentioned in G1:
@gretathunberg
@un
@dalailama
@ecowarriorss
@greenjobs
@crikey_news
@graphsandcharts
@mjhogasundram
@fffindia
@greycrossstudio

Top Mentioned in G2:
@wef
@heinzvhoenen
@enricomolinari
@bernardmarr
@chidambara09
@wefuplink
@cur
@harbrimah
@nigewillson
@techinsider

Top Mentioned in G3:
@yang2020books
@gbibuildingco
@growdiesel
@earthkikashi
@sccoastaldude
@_oscience
@realitybent
@miga
@acontrarioicl

Top Mentioned in G4:
@jackthelad1947
@arikring
@geraldkutney
@ristori20
@aaravseth_
@debraruh
@hanslak
@adamrogers2030
@kashthefuturist
@allanmargolin

Top Mentioned in G5:
@unbiodiversity
@oneplanetsummit
@unfccc
@jfbastin
@wbg_climate
@un_water
@iisd_news
@cciced
@emmanuelmacron
@borisjohnson

Top Mentioned in G6:
@ekboondhpani
@kpparmar98
@dazzlingcutie1
@goldqueenie4
@impalak18
@kusumsolanki17
@mysterioussu
@sandeep0_07
@sj_0016

Top Mentioned in G7:
@unesco
@elyxyak
@un
@wiltscouncil
@peterno94522630
@wef
@luigidimaio
@precop26ita
@wrap_uk
@unbiodiversity

Top Mentioned in G8:
@michaelemann
@citizensclimate
@joebiden
@wwf_uk
@rollingstone
@globalwarmingt
@potus
@kamalaharris
@vonderleyen
@johnkerry

Top Mentioned in G9:
@greenpeace
@iucn
@greentravelmag
@natgeo
@cnn
@rdns_tai
@ecowarriorss
@hrw
@indira_l
@benji_run

Top Mentioned in G10:
@craigreucassel
@sdhamiltonvic
@stanthorpeqld
@sirrometwines
@harpercollins
@kailaswild
@scottmorrisonmp
@knittingnannast
@gladysb
@gteasts

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@marshawright
@lennaleprena
@robre62
@chidambara09
@cybersec_feeds
@rjber15
@susanneleist
@jijmpel
@mhall55nine

Top Tweeters in G1:
@abscbnnews
@astwisa
@businessinsider
@business
@reuters
@irishtimes
@nytimes
@cnbc
@cindyceemerson
@researchmrx

Top Tweeters in G2:
@robre62
@chidambara09
@cybersec_feeds
@rjber15
@andyvermaut
@xaelbot
@aldoceccarelli
@codedailybot
@codegnuts
@ken_crichlow

Top Tweeters in G3:
@b1e56df9ce6549f
@angelakorras
@suma4720
@estream_studios
@wolfnw
@rockford_il
@bagaluesunab
@herrkusuma
@stanleyepstein
@cityam

Top Tweeters in G4:
@sddphoto
@lehimesa
@dancas2
@gracemurphy2
@sar_oso
@morgfair
@npsusa
@normanbuffong
@mlczone
@cberrl

Top Tweeters in G5:
@nilimajumder
@indianexpress
@mistaaimanvevo
@caroljhedges
@mrigalon
@jj_angelus
@cecalli_helper
@visualpersist
@michelleking66
@isibams

Top Tweeters in G6:
@shah_himanshu
@sunitakatyal
@sanket17_
@admire_urself
@piyushpuri12
@tweety_aysshh
@sagar2612
@ramprasad43
@blessedkamal
@umesh97705207

Top Tweeters in G7:
@richfm39517086
@dev_discourse
@brendahazelhur1
@zehdeabreu
@laura78703
@margymayell
@nomoreslaves
@gabdavilla
@ciangaia
@anas_erindra

Top Tweeters in G8:
@honeymoongondol
@saferprint
@washingtonpost
@time
@latimes
@guardiannews
@guardianaus
@joncoopertweets
@r_chirgwin
@metoffice

Top Tweeters in G9:
@oasismountain
@4everanimalz1
@cnn
@ccb5keithfan34
@7tariqm
@deborahskyrim
@bardmacbeth
@setthemf
@amalegrooming
@garyalanroush

Top Tweeters in G10:
@lennaleprena
@nobby15
@3wombats
@wgarnews
@broomstick33
@danascully2
@cscviews
@ladypoop2
@alanjmitchell_
@morpheusbeing