#climatechange, Twitter, 5/21/2021 2:47:28 AM, 255278


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#climatechange_2021-05-20_17-08-01.xlsx
#climatechange_2021-05-20_17-08-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 21, 2021
Short Description:
#climatechange via NodeXL https://bit.ly/2QBi4Vt
@sustaintrends
@jfsebastian146
@ekboondhpani
@arikring
@wef
@billmaher
@pauledawson
@fffbot1
@alex_verbeek
@geraldkutney

Top hashtags:
#climatechange
#fridaysforfuture
#berlin
#climatecrisis
#climateaction

Description:
Description
The graph represents a network of 6,573 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, 21 May 2021 at 00:20 UTC.

The requested start date was Thursday, 20 May 2021 at 00:01 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, 58-minute period from Thursday, 13 May 2021 at 01:16 UTC to Saturday, 15 May 2021 at 08:14 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 : 6573
Unique Edges : 5600
Edges With Duplicates : 14754
Total Edges : 20354
Number of Edge Types : 5
Replies to : 261
Mentions : 3561
Tweet : 1813
Retweet : 5864
MentionsInRetweet : 8855
Self-Loops : 2003
Reciprocated Vertex Pair Ratio : 0.0133585778899758
Reciprocated Edge Ratio : 0.0263649574423915
Connected Components : 712
Single-Vertex Connected Components : 332
Maximum Vertices in a Connected Component : 5074
Maximum Edges in a Connected Component : 18390
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.022892
Graph Density : 0.000223020843953098
Modularity : 0.418547
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,573 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, 21 May 2021 at 00:20 UTC.

The requested start date was Thursday, 20 May 2021 at 00:01 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, 58-minute period from Thursday, 13 May 2021 at 01:16 UTC to Saturday, 15 May 2021 at 08:14 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:
[112] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=14/05/2021+00:00
[19] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[17] https://blazingowlpress.blogspot.com/2021/05/living-green-superfund-sites.html
[16] https://mihaaru.com/news/91130
[16] https://sgkplanet.com/en/
[14] https://www.weforum.org/agenda/2021/05/climate-change-ocean-damage-action?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Ocean&utm_content=12/05/2021+11:30
[14] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=29/04/2021+14:00
[13] https://www.bbc.co.uk/news/uk-politics-57108066
[12] https://youtu.be/Foywxieeoyg
[11] https://twinybots.ch/

Top URLs in Tweet in G1:
[19] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[10] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[9] https://rpujolviven.blogspot.com/2016/12/perceptions-towards-climate-climatic.html
[8] https://www.triplepundit.com/story/2021/costa-rica-pura-vida-climate-action/722626
[8] https://www.bizcommunity.com/Article/410/701/215808.html
[8] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[7] https://www.invw.org/2021/05/12/seed-the-north-fighting-climate-change-one-sprout-at-a-time/
[6] https://sgkplanet.com/en/
[5] https://rpujolviven.blogspot.com/2015/12/climate-hits-us.html
[5] https://csc.climatesan.org

Top URLs in Tweet in G2:
[5] https://daily.jstor.org/which-flowers-bloom-first-and-why/
[5] https://www.youtube.com/watch?v=d11alYJmtNE

[4] http://library.teachers.ab.ca/Presto/Default.aspx?ReturnUrl=/Presto/search/SearchResults.aspx?q=OTc4MTQ4NzUwNjM2MA%253d%253d&so=eyJTZWFyY2hUZXh0IjoiT1RjNE1UUTROelV3TmpNMk1BPT0iLCJDb250cm9sSWQiOiJhZHZTY3JlZW5Db250cm9sSWRfMTA1NjUiLCJPcHRpb25zIjpbXX0%253d
[4] https://phys.org/news/2021-05-climate-ancient-art-degradation.html
[3] https://www.bbc.co.uk/news/uk-politics-57108066
[3] https://www.epa.eu/products-and-services/newsletter/editors-choice
[3] https://www.epa.eu/products-and-services/newsletter/subscribe
[3] https://www.businesstoday.in/current/economy-politics/india-has-43-of-worlds-100-most-vulnerable-cities-at-greatest-environmental-risk/story/438958.html
[3] https://www.conservationfund.org/impact/the-fund-in-the-news/2443-tackling-climate-change-begins-with-investing-in-our-forests
[3] https://www.robinspost.com/news/world-news/newsmax-live-newscast/1360740-world-news-story-poll-liberal-media-viewers-think-we-re-doomed-by-climate-change.html

Top URLs in Tweet in G3:
[8] https://youtu.be/Foywxieeoyg
[7] https://www.youtube.com/watch?v=zBh7eBKPC90&feature=youtu.be

[7] https://sgkplanet.com/en/
[5] https://www.youtube.com/watch?v=cAQSZhazYk8&feature=youtu.be

[5] https://youtu.be/W_6Q8nAqx7s
[5] https://www.youtube.com/watch?v=ljLWLwlyF_I&feature=youtu.be

[5] http://gpwx.news/0dtr2
[4] https://youtu.be/cFH5JgyZK1I
[4] https://www.youtube.com/watch?v=ZzFYmz2lfT4&feature=youtu.be

[4] https://youtu.be/v7Jb3K0j9UE

Top URLs in Tweet in G4:
[8] https://furtherafrica.com/2021/05/14/data-points-to-solar-minibuses-as-key-to-green-transport-switch-in-africa/
[5] https://twinybots.ch/
[5] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=14/05/2021+00:00
[5] https://randomdumber.blogspot.com/2020/12/tailpipe-emissions-arent-only-thing.html?spref=tw
[3] https://www.bbc.co.uk/news/business-57096305
[2] https://www.bbc.co.uk/news/world-us-canada-57095347
[2] https://www.weforum.org/agenda/2021/05/climate-change-ocean-damage-action?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Ocean&utm_content=12/05/2021+11:30
[2] https://www.weforum.org/agenda/2021/05/climate-change-ocean-damage-action?utm_source=twitter&utm_medium=social_scheduler&utm_term=Virtual+Ocean+Dialogues+2021&utm_content=12/05/2021+11:30
[2] https://www.businessinsider.com/epa-climate-crisis-man-made-report-suppressed-trump-2021-5
[2] https://rumble.com/vgzmb1-pelosi-blames-climate-change-for-influx-of-border-crossings.html?mref=ah9c7&mc=cfcoh

Top URLs in Tweet in G5:
[3] http://www.vfw.life/
[3] https://www.violencefreeworld.com/register/
[3] https://twitter.com/EkBoondhPani/status/1393083658991542272
[2] https://ngws.vfairs.com/en/
[1] https://twitter.com/invisibleindra1/status/1393104022668668938

Top URLs in Tweet in G6:
[98] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=14/05/2021+00:00
[12] https://www.weforum.org/agenda/2021/05/climate-change-ocean-damage-action?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Ocean&utm_content=12/05/2021+11:30
[11] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=29/04/2021+14:00
[6] https://macanima.com/fr/
[5] https://www.visualcapitalist.com/fact-check-the-truth-behind-five-esg-myths/
[4] https://macanima.com
[4] https://www.weforum.org/agenda/2021/04/8-quotes-agenda-dialogues-tackling-the-climate-crisis?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=30/04/2021+11:30
[4] https://www.forbes.com/sites/markminevich/2021/03/31/ai-champions-driving-new-industry-solutions-for-climate-change/?sh=6a9f002b4f66
[3] https://www.weforum.org/agenda/2021/04/sea-ice-cover-arctic-antarctica?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Ocean&utm_content=20/04/2021+00:00
[3] https://www.visualcapitalist.com/the-worlds-projected-energy-mix-2018-2040/

Top URLs in Tweet in G7:
[4] https://www.bis.org/events/green_swan_2021/overview.htm
[1] https://ukcop26.org/cop26-goals/
[1] https://twitter.com/COP26/status/1393223954156957697
[1] https://twitter.com/Arctic_Office/status/1391693308364300288
[1] https://bit.ly/3aqcCL7
[1] https://www.nationalobserver.com/2020/09/18/land-our-dinner-table?utm_source=National+Observer&utm_campaign=f7f4245ae9-EMAIL_CAMPAIGN_2020_09_21_12_58&utm_medium=email&utm_term=0_cacd0f141f-f7f4245ae9-276989933
[1] https://twitter.com/clarabellabear/status/1392915031654903815
[1] https://folukemichael.com/race-to-zero-solution17-art-for-climatechange-cop26
[1] https://bit.ly/2RLdCnb
[1] https://enb.iisd.org/get-updates

Top URLs in Tweet in G8:
[6] https://www.nytimes.com/2021/05/12/climate/climate-change-epa.html
[3] https://www.vox.com/22429551/climate-change-crisis-exxonmobil-harvard-study
[3] https://greenexecutive.com/front-page/blog-categories/climate-change/to-what-extent-does-climate-change-affect-food-insecurity-what-we-found-in-lesotho
[3] https://www.ourdailyplanet.com/story/oh-no-climate-change-threatens-global-tea-production/
[3] https://act.greenpeace.org/page/81519/petition/1?locale=en-US&utm_campaign=forests&campaign_project=trees&utm_source=t.co&utm_medium=post&utm_term=sign&utm_content=link&content_specific=trees.oldgrowth.twitter&ea.tracking.id=en_forests_trees_t.co_post_20210429_sign_link_trees.oldgrowth.twitter
[3] https://www.wired.com/story/ai-shows-exxonmobil-downplayed-role-climate-change/
[1] https://www.nytimes.com/2021/05/12/climate/climate-change-EPA.html?referringSource=articleShare
[1] https://www.sciencedirect.com/science/article/pii/S2590332221002335
[1] https://www.gov.uk/government/speeches/pick-the-planet
[1] 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

Top URLs in Tweet in G9:
[4] https://republicen.org/blog/rep-fitzpatrick-reintroduces-market-choice-act
[3] https://www.amazon.com/Steam-Drills-Treadmills-Shooting-times-ebook/dp/B00B41B1T8/ref=sr_1_fkmr0_1?s=digital-text&ie=UTF8&qid=1491087215&sr=1-1-fkmr0&keywords=Steam+Drills+climate+change+personal+transformation
[2] https://www.amazon.com/Steam-Drills-Treadmills-Shooting-times-ebook/dp/B00B41B1T8/ref=sr_1_fkmr0_1?s=digital-text&ie=UTF8&qid=1490999748&sr=1-1-fkmr0&keywords=Steam+Drills+environmental+action+conscience
[2] https://www.nytimes.com/2021/05/12/health/hospitals-climate-change.html?smid=tw-share
[2] https://www.voanews.com/usa/us-politics/epa-website-restores-climate-change-data
[2] https://www.epa.gov/climate-indicators
[1] https://www.bbc.co.uk/news/uk-politics-57108066
[1] https://www.bbc.co.uk/news/business-57096305
[1] https://www.bbc.co.uk/news/world-us-canada-57095347
[1] https://twitter.com/MotherJones/status/1393163878700396545

Top URLs in Tweet in G10:
[1] https://twitter.com/DrEricDing/status/1392537838424629255
[1] https://twitter.com/CBCAlerts/status/1392820457351655426
[1] https://twitter.com/Veritatem2021/status/1392960591279624199
[1] https://www.desmog.com/william-happer/
[1] https://www.oakpark.com/2021/05/11/oak-park-knuckles-down-on-climate-change/

Top Domains
Top Domains in Tweet in Entire Graph:
[515] youtube.com
[391] youtu.be
[321] twitter.com
[182] weforum.org
[132] blogspot.com
[85] co.uk
[66] cleantechnica.com
[52] theguardian.com
[46] bit.ly
[28] com.au

Top Domains in Tweet in G1:
[86] blogspot.com
[61] cleantechnica.com
[60] twitter.com
[41] youtube.com
[28] insideevs.com
[22] youtu.be
[17] co.uk
[16] theguardian.com
[11] com.au
[10] weforum.org

Top Domains in Tweet in G2:
[92] youtube.com
[59] youtu.be
[42] twitter.com
[18] co.uk
[13] blogspot.com
[12] weforum.org
[8] theguardian.com
[7] gpwx.news
[7] bit.ly
[6] epa.eu

Top Domains in Tweet in G3:
[177] youtube.com
[158] youtu.be
[56] twitter.com
[9] gpwx.news
[8] sgkplanet.com
[7] blogspot.com
[6] co.in
[5] theguardian.com
[4] bbc.com
[4] co.uk

Top Domains in Tweet in G4:
[48] twitter.com
[12] linkedin.com
[11] weforum.org
[10] co.uk
[8] theguardian.com
[8] blogspot.com
[8] furtherafrica.com
[7] youtube.com
[5] reuters.com
[5] twinybots.ch

Top Domains in Tweet in G5:
[4] twitter.com
[3] vfw.life
[3] violencefreeworld.com
[2] vfairs.com

Top Domains in Tweet in G6:
[143] weforum.org
[10] macanima.com
[8] visualcapitalist.com
[4] forbes.com
[3] fanaticalfuturist.com
[3] co.uk
[2] youtube.com
[2] hbr.org
[1] epo.org
[1] iota.org

Top Domains in Tweet in G7:
[18] twitter.com
[4] bit.ly
[4] bis.org
[3] theguardian.com
[2] nationalobserver.com
[2] royalsociety.org
[1] ukcop26.org
[1] folukemichael.com
[1] iisd.org
[1] co.uk

Top Domains in Tweet in G8:
[9] nytimes.com
[4] greenpeace.org
[4] twitter.com
[3] vox.com
[3] greenexecutive.com
[3] ourdailyplanet.com
[3] wired.com
[1] sciencedirect.com
[1] gov.uk
[1] usatoday.com

Top Domains in Tweet in G9:
[7] amazon.com
[6] nytimes.com
[5] epa.gov
[4] twitter.com
[4] republicen.org
[3] co.uk
[3] youtube.com
[2] thehill.com
[2] cclusa.org
[2] washingtonpost.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] desmog.com
[1] oakpark.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4912] climatechange
[1045] fridaysforfuture
[550] berlin
[501] climatecrisis
[471] climateaction
[352] sustainability
[278] climate
[248] globalwarming
[239] blacklivesmatter
[229] climateemergency



Top Hashtags in Tweet in G1:
[905] climatechange
[164] climateaction
[122] climatecrisis
[108] renewables
[106] tesla
[105] ev
[92] renewableenergy
[87] globalwarming
[79] climateemergency
[78] climate

Top Hashtags in Tweet in G2:
[756] climatechange
[153] fridaysforfuture
[69] berlin
[58] climateaction
[53] climatecrisis
[38] climate
[37] globalwarming
[31] climateemergency
[29] environment
[27] climatestrike

Top Hashtags in Tweet in G3:
[470] fridaysforfuture
[415] climatechange
[181] berlin
[170] climatecrisis
[108] climatestrike
[97] climateaction
[67] climateemergency
[67] climatejustice
[63] climate
[53] gretathunberg

Top Hashtags in Tweet in G4:
[356] climatechange
[33] environment
[26] sustainability
[22] climate
[20] climateaction
[18] amazon
[17] beef
[16] climatecrisis
[16] globalwarming
[13] nature

Top Hashtags in Tweet in G5:
[135] contestalert
[102] climatechange
[97] sdg6
[97] conservation
[96] ekboondhpani
[96] sustainability
[93] waterconservation
[86] waterconservationawareness
[7] savewater
[5] saveenvironment

Top Hashtags in Tweet in G6:
[191] climatechange
[112] greenrecovery
[22] ai
[20] esg
[16] sustainability
[8] innovation
[8] bitcoin
[8] externalities
[7] data
[7] smartcities

Top Hashtags in Tweet in G7:
[112] climatechange
[38] cop26
[17] nature
[10] climatecrisis
[7] fridaysforfuture
[6] indigenous
[6] conservation
[6] climateaction
[6] thepeoplevsclimatechange
[5] cc

Top Hashtags in Tweet in G8:
[109] climatechange
[13] exxon
[11] climateaction
[7] lng
[7] climate
[5] bcpoli
[5] oldgrowth
[3] cop26
[3] bangladesh
[3] fridaysforfuture

Top Hashtags in Tweet in G9:
[120] climatechange
[12] climate
[10] oceans
[10] sustainability
[8] climatecrisis
[8] covid19
[6] priceoncarbon
[6] steamdrills
[5] earth
[4] climateaction

Top Hashtags in Tweet in G10:
[41] climatecrisis
[40] climatechange
[39] climatebrawl
[4] abpoli
[1] climatepoli
[1] climateaction
[1] oakpark
[1] co2

Top Words
Top Words in Tweet in Entire Graph:
[4905] #climatechange
[1126] climate
[1045] #fridaysforfuture
[882] youtube
[672] records
[669] meiklwagner
[597] more
[550] #berlin
[521] change
[501] #climatecrisis

Top Words in Tweet in G1:
[905] #climatechange
[226] climate
[164] #climateaction
[122] #climatecrisis
[115] more
[115] change
[108] #renewables
[106] #tesla
[106] #ev
[92] #renewableenergy

Top Words in Tweet in G2:
[752] #climatechange
[222] climate
[153] #fridaysforfuture
[147] youtube
[141] meiklwagner
[100] records
[93] change
[89] more
[69] #berlin
[63] time

Top Words in Tweet in G3:
[470] #fridaysforfuture
[415] #climatechange
[371] meiklwagner
[349] youtube
[269] records
[181] #berlin
[170] #climatecrisis
[108] #climatestrike
[97] #climateaction
[83] arikring

Top Words in Tweet in G4:
[355] #climatechange
[66] climate
[41] change
[33] #environment
[32] more
[26] #sustainability
[24] companies
[22] #climate
[21] green
[20] #climateaction

Top Words in Tweet in G5:
[230] ekboondhpani
[135] #contestalert
[102] #climatechange
[97] #sdg6
[97] #conservation
[96] #ekboondhpani
[96] #sustainability
[93] #waterconservation
[86] #waterconservationawareness
[73] water

Top Words in Tweet in G6:
[191] #climatechange
[146] wef
[112] countries
[112] leading
[112] way
[112] #greenrecovery
[108] pandemic
[107] green
[103] recovery
[23] enricomolinari

Top Words in Tweet in G7:
[112] #climatechange
[43] unep
[38] #cop26
[38] aloksharma_rdg
[37] climate
[34] uk
[29] global
[29] change
[24] months
[24] cop26

Top Words in Tweet in G8:
[109] #climatechange
[64] climate
[58] exxonmobil
[57] more
[56] public
[56] risk
[43] today
[43] reality
[42] paper
[42] supran

Top Words in Tweet in G9:
[120] #climatechange
[59] citizensclimate
[50] epa
[34] today
[31] nrdc
[31] more
[29] potus
[27] years
[24] cosponsors
[22] ed

Top Words in Tweet in G10:
[55] geraldkutney
[53] climate
[41] #climatecrisis
[40] #climatechange
[39] #climatebrawl
[29] time
[26] deniers
[23] veritatem2021
[22] cogitoergosumau
[18] leaders

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[615] records,youtube
[590] youtube,#fridaysforfuture
[460] #fridaysforfuture,#berlin
[410] climate,change
[224] #berlin,#climatechange
[168] rec,youtube
[151] #forafuturedancefloor,#endsars
[146] green,recovery
[142] leading,way
[137] countries,leading

Top Word Pairs in Tweet in G1:
[89] #tesla,#ev
[84] climate,change
[57] #ev,#climatechange
[54] #climatechange,#renewables
[41] #renewables,#renewableenergy
[40] records,youtube
[33] global,warming
[31] #climatechange,#climateaction
[30] #renewables,#climatechange
[30] #climatechange,#renewableenergy

Top Word Pairs in Tweet in G2:
[89] records,youtube
[81] climate,change
[76] youtube,#fridaysforfuture
[59] #fridaysforfuture,#berlin
[35] climate,crisis
[28] rec,youtube
[19] crisis,doing
[19] doing,kenya
[19] kenya,damaging
[19] damaging,property

Top Word Pairs in Tweet in G3:
[246] records,youtube
[234] youtube,#fridaysforfuture
[161] #fridaysforfuture,#berlin
[83] #climatechange,#climatecrisis
[69] rec,youtube
[51] ristori20,mzjacobson
[48] hazloe3,profstrachan
[48] profstrachan,ecowarriorss
[48] christinemilne,ristori20
[48] mzjacobson,charluv2011

Top Word Pairs in Tweet in G4:
[32] climate,change
[17] vegfuture2021,indigenous
[17] indigenous,peoples
[17] peoples,#amazon
[17] #amazon,suing
[17] suing,#beef
[17] #beef,companies
[17] companies,supermarkets
[17] supermarkets,sell
[17] sell,beef

Top Word Pairs in Tweet in G5:
[97] #sdg6,#climatechange
[97] #climatechange,#conservation
[94] #conservation,#sustainability
[86] #sustainability,#waterconservation
[86] #waterconservation,#waterconservationawareness
[75] ekboondhpani,#contestalert
[67] #contestalert,guess
[67] guess,source
[67] source,highest
[67] highest,water

Top Word Pairs in Tweet in G6:
[112] countries,leading
[112] leading,way
[108] way,pandemic
[103] green,recovery
[100] pandemic,green
[100] recovery,#climatechange
[100] #climatechange,#greenrecovery
[97] wef,countries
[15] climate,change
[13] #greenrecovery,wef

Top Word Pairs in Tweet in G7:
[27] climate,change
[22] months,#cop26
[17] humanity,waging
[17] waging,war
[17] war,#nature
[17] #nature,senseless
[17] senseless,suicidal
[17] suicidal,sg
[17] sg,antonioguterres
[17] antonioguterres,recent

Top Word Pairs in Tweet in G8:
[55] climate,risk
[42] today,paper
[42] paper,supran
[42] supran,exxonmobil
[42] exxonmobil,shaped
[42] shaped,public
[42] public,discourse
[42] discourse,climate
[42] risk,reality
[41] naomioreskes,today

Top Word Pairs in Tweet in G9:
[20] four,years
[18] years,dormancy
[18] dormancy,part
[18] part,potus's
[18] potus's,commitment
[18] commitment,scientific
[18] scientific,quality
[18] quality,transparency
[18] transparency,relaunched
[17] khayhoe,dfenton

Top Word Pairs in Tweet in G10:
[32] #climatecrisis,#climatechange
[26] climate,deniers
[25] #climatebrawl,#climatecrisis
[18] cogitoergosumau,cypress_nl
[17] bobathon,hifiwhiphi
[17] hifiwhiphi,cogitoergosumau
[14] proof,climate
[14] climate,denial
[13] denial,lost
[13] lost,cause

Top Replied-To
Top Replied-To in Entire Graph:
@ekboondhpani
@elonmusk
@veritatem2021
@bclone4
@hazloe3
@geraldkutney
@ecowarriorss
@hanslak
@climateguyw
@reuters

Top Replied-To in G1:
@elonmusk
@mulenga_a
@theeconomist
@nswfarmers
@rathinvyas
@tesla
@steveelnor
@alex_verbeek
@mieleusa
@lisamccormicknj

Top Replied-To in G2:
@clearvuepv
@dfb_team_en
@jon_bartley
@agrifrica
@folaogunyoye
@climeworks
@oneyoungworld
@environment
@kambojananya
@petermccormack

Top Replied-To in G3:
@hazloe3
@geraldkutney
@climateguyw
@ecowarriorss
@hanslak
@kirillklip
@txsharon
@therealnumber6
@amazingchevvolt
@c37h42cl2n2o6

Top Replied-To in G4:
@toksduro

Top Replied-To in G5:
@ekboondhpani

Top Replied-To in G6:
@wef
@enricomolinari

Top Replied-To in G7:
@folukemichael
@cen_hq
@boruahtapashi
@mosebuchele
@antonioguterres
@housingfirstuk

Top Replied-To in G8:
@xr_bse
@cityportalberni
@harvardforward
@rob_voreck
@billmckibben

Top Replied-To in G9:
@bloombergcities

Top Replied-To in G10:
@veritatem2021
@bclone4
@wbrettwilson
@cogitoergosumau
@ma5on44
@0sundance
@keillerdon
@iandjbrown2

Top Mentioned
Top Mentioned in Entire Graph:
@meiklwagner
@wef
@alex_verbeek
@pauledawson
@billmaher
@geraldkutney
@arikring
@gretathunberg
@ekboondhpani
@chriscartw83

Top Mentioned in G1:
@meiklwagner
@zxcxz_xyz
@elonmusk
@rpujolvives
@cityam
@activist360_co
@graphsandcharts
@alex_verbeek
@meckeringboy
@chriscartw83

Top Mentioned in G2:
@meiklwagner
@gretathunberg
@connect4climate
@geraldkutney
@patriciakombo
@fridays4future
@arikring
@vanessa_vash
@licypriyak
@youtube

Top Mentioned in G3:
@meiklwagner
@arikring
@ristori20
@charluv2011
@ecowarriorss
@mzjacobson
@profstrachan
@gretathunberg
@jackthelad1947
@christinemilne

Top Mentioned in G4:
@wm_books
@sonicubed
@richsementa
@aiadvocatur
@ivyholistics
@_snell_ius_i_to
@melyanaklue

Top Mentioned in G5:
@ekboondhpani
@indian_contests
@pinkydholakia
@chandni33770915
@priyank57068274
@tithumistry0712
@mistrytithu
@blessedkamal
@sajidsilawat1
@soniakaurbindr1

Top Mentioned in G6:
@wef
@enricomolinari
@e
@c4chaos
@lindagrass0
@iea
@macanima_sas
@antgrasso
@ianljones98
@forbes

Top Mentioned in G7:
@unep
@aloksharma_rdg
@un
@cop26
@antonioguterres
@unbiodiversity
@borisjohnson
@topnigel
@borealconserve
@un_nigeria

Top Mentioned in G8:
@exxonmobil
@supran
@naomioreskes
@nytimes
@edwinnamakanga
@sarmcbride
@allanmargolin
@shellslies
@wcelaw
@extremecdn

Top Mentioned in G9:
@citizensclimate
@epa
@potus
@khayhoe
@dfenton
@repseanmaloney
@repandrecarson
@nrdc
@thehill
@senatorromney

Top Mentioned in G10:
@geraldkutney
@cogitoergosumau
@cypress_nl
@veritatem2021
@dancady
@bobathon
@hifiwhiphi
@bclone4
@wbrettwilson
@cole44749821

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jurylady5
@robinsnewswire
@chidambara09
@robre62
@gambiste1
@geoffrey_payne
@rjber15
@susanneleist
@angelamortimer2

Top Tweeters in G1:
@geoffrey_payne
@astwisa
@minotauresse
@fehowarth
@breakingnieuws1
@corruptnsw
@ancientbob
@laura78703
@valaafshar
@macbeestje

Top Tweeters in G2:
@robinsnewswire
@gambiste1
@3wombats
@guardian
@rcdewinter
@heatherpeno
@kvajpayaee
@mokomokai
@olumideidowu
@benishii_

Top Tweeters in G3:
@manmet80
@sddphoto
@lehimesa
@dancas2
@jilliemary
@gracemurphy2
@jjj5819
@ruisaldanha
@ken_crichlow
@npsusa

Top Tweeters in G4:
@dataaugmented
@christinejameis
@researchmrx
@stockscout1
@h1llbillies
@sharonflink
@hellmart
@craigthomler
@wareflo
@amcuriousnj

Top Tweeters in G5:
@sagar2612
@ranchikuldeep
@blessedkamal
@ramprasad43
@cool_bindra
@nishantjain_88
@friend_4eve
@bharatmaheshw16
@riyazali4312
@pinkydholakia

Top Tweeters in G6:
@chidambara09
@robre62
@aldoceccarelli
@trendsinai
@smilypapiking
@akwyz
@fabriciosx
@ilovebooks786
@openmarketingtv
@forbes

Top Tweeters in G7:
@angelamortimer2
@googleexpertuk
@percievedlogic
@drumeshprabhu
@davidmatheson27
@barryjwoods
@deborahskyrim
@vinkyenkyehene
@phildurling100
@angelseti

Top Tweeters in G8:
@joni_looking
@allan_crawshaw
@hackneywick
@cindycrum
@aliadair22
@softgrasswalker
@nytimes
@drrimmer
@manouchkya
@rcarr57

Top Tweeters in G9:
@rjber15
@dgendvil
@thehill
@bycardenadenis
@loreyjeanene
@riverasunauthor
@pooetryman
@pcdnetwork
@thatmags
@gailwaldby

Top Tweeters in G10:
@markburgerenerg
@kathy73921688
@debp197
@spiderzjay
@dickmackintosh
@ronnieressler
@englundbob
@calgaryherald
@robmeekel
@friendsoscience


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