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#climatechange_2021-01-20_17-08-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
#climatechange via NodeXL https://bit.ly/3p5uKQn
@jane__eden
@imagine_garden
@arikring
@eco1start
@aaravseth_
@ekboondhpani
@wef
@gretathunberg
@wmo
@geraldkutney

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

Description:
Description
The graph represents a network of 8,341 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, 21 January 2021 at 01:20 UTC.

The requested start date was Thursday, 21 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, 22-minute period from Monday, 18 January 2021 at 02:58 UTC to Wednesday, 20 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 : 8341
Unique Edges : 6020
Edges With Duplicates : 12280
Total Edges : 18300
Number of Edge Types : 5
Replies to : 398
Mentions : 3609
Retweet : 5186
MentionsInRetweet : 7282
Tweet : 1825
Self-Loops : 1968
Reciprocated Vertex Pair Ratio : 0.0192580579768903
Reciprocated Edge Ratio : 0.037788385043755
Connected Components : 1238
Single-Vertex Connected Components : 535
Maximum Vertices in a Connected Component : 5044
Maximum Edges in a Connected Component : 13260
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.283932
Graph Density : 0.00014455765443993
Modularity : 0.540072
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 8,341 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, 21 January 2021 at 01:20 UTC.

The requested start date was Thursday, 21 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, 22-minute period from Monday, 18 January 2021 at 02:58 UTC to Wednesday, 20 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:
[27] https://www.telegraph.co.uk/news/2020/11/17/oxford-university-dons-vote-meat-free-campus-accuse-dons-lack/
[25] https://www.weforum.org/agenda/2021/01/scientists-discover-microbes-coral-reefs-healthy?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Ocean&utm_content=18/01/2021+22:00
[17] https://www.smithsonianmag.com/smart-news/ocean-warming-threatens-baby-sharks-great-barrier-reef-180976788/#.YAd6ADDumjU.twitter
[17] https://www.inkl.com/a/bZGWMxToVnq
[16] https://www.weforum.org/agenda/2021/01/europe-flying-climate-change-covid-19-global-warming-emissions-sustainability?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=19/01/2021+14:00
[16] https://www.weforum.org/agenda/2020/09/airbus-unveils-concepts-for-hydrogen-powered-plane?utm_source=twitter&utm_medium=social_scheduler&utm_term=Aviation,+Travel+and+Tourism&utm_content=17/01/2021+20:00
[12] https://twitter.com/nygovcuomo/status/1349396761194983425
[10] https://twinybots.ch/
[9] https://ourworld.unu.edu/en/eating-less-meat-essential-to-curb-climate-change-says-report
[9] https://www.abc.net.au/news/2021-01-18/ocean-temperatures-reached-record-high-in-2020-study-finds/13062628

Top URLs in Tweet in G1:
[22] https://www.weforum.org/agenda/2021/01/scientists-discover-microbes-coral-reefs-healthy?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Ocean&utm_content=18/01/2021+22:00
[11] https://www.weforum.org/agenda/2020/09/airbus-unveils-concepts-for-hydrogen-powered-plane?utm_source=twitter&utm_medium=social_scheduler&utm_term=Aviation,+Travel+and+Tourism&utm_content=17/01/2021+20:00
[11] https://www.weforum.org/agenda/2021/01/europe-flying-climate-change-covid-19-global-warming-emissions-sustainability?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=19/01/2021+14:00
[8] https://sourcingjournal.com/denim/denim-innovations/regenerative-agriculture-farming-carbon-dioxide-texworld-wrangler-255392/
[7] https://www.theguardian.com/us-news/2021/jan/19/biden-environment-paris-climate-agreement-keystone-xl-pipeline
[6] https://ourworld.unu.edu/en/eating-less-meat-essential-to-curb-climate-change-says-report
[6] https://www.weforum.org/agenda/2021/01/rising-temperature-in-cities-importance-of-green-spaces?utm_source=twitter&utm_medium=social_scheduler&utm_term=Cities+and+Urbanization&utm_content=19/01/2021+18:15
[6] https://www.abc.net.au/news/2021-01-18/ocean-temperatures-reached-record-high-in-2020-study-finds/13062628
[6] https://www.bfmtv.com/meteo/la-meteo-du-lundi-18-janvier-le-temps-s-ameliore-dans-l-est-et-le-sud_AD-202101180016.html
[5] https://mb.com.ph/2021/01/18/ccc-vows-to-fast-track-ph-commitment-to-paris-climate-agreement/

Top URLs in Tweet in G2:
[7] https://furtherafrica.com/2021/01/19/can-the-great-green-wall-be-the-catalyst-for-a-pan-african-dream/
[7] https://twinybots.ch/
[6] https://www.telegraph.co.uk/news/2020/11/17/oxford-university-dons-vote-meat-free-campus-accuse-dons-lack/
[4] https://www.instagram.com/accounts/login/
[3] https://twitter.com/ed_hawkins/status/1350913510520328195
[3] https://www2.deloitte.com/content/dam/Deloitte/sg/Documents/risk/sg-risk-ccg-2021-directors-alert-interview-barry-williams.pdf
[3] http://secure.hostgator.com/~affiliat/cgi-bin/affiliates/clickthru.cgi?id=Bankroller&page=http://www.hostgator.com/green-web-hosting.shtml
[3] https://www.weforum.org/agenda/2021/01/europe-flying-climate-change-covid-19-global-warming-emissions-sustainability?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=19/01/2021+14:00
[3] https://www.weforum.org/agenda/2021/01/europe-flying-climate-change-covid-19-global-warming-emissions-sustainability?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=19%2F01%2F2021+18%3A30
[2] https://twitter.com/ErikSolheim/status/1350985016386465794

Top URLs in Tweet in G3:
[1] https://twitter.com/EkBoondhPani/status/1351038505590403073
[1] https://twitter.com/EkBoondhPani/status/1351769761856688131

Top URLs in Tweet in G4:
[3] https://www.abc.net.au/news/2021-01-18/ocean-temperatures-reached-record-high-in-2020-study-finds/13062628
[2] https://www.vox.com/2019/4/12/18306566/david-attenborough-our-planet-netflix-advocacy?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.abc.net.au/news/2021-01-18/ocean-temperatures-reached-record-high-in-2020-study-finds/13062628?utm_source=News+Wrap&utm_campaign=b264fe5acd-EMAIL_CAMPAIGN_2018_01_24_COPY_745&utm_medium=email&utm_term=0_4d9b03d80b-b264fe5acd-296560677&mc_cid=b264fe5acd&mc_eid=d831db77ba
[2] https://www.hakaimagazine.com/features/an-antidote-for-environmental-despair/
[1] https://www.tiredearth.com/news/india-collected-just-3-e-waste-generated-2018-10-2019-cpcb-report
[1] https://www.tiredearth.com/news/plastic-petition-uk-nine-year-old-gains-over-70k-signatures-under-week
[1] https://www.tiredearth.com/node/1897
[1] https://www.tiredearth.com/node/1904
[1] https://www.tiredearth.com/news/amazon-rainforest-will-collapse-2064-new-study-predicts
[1] https://www.tiredearth.com/news/ex-michigan-gov-rick-snyder-and-8-others-criminally-charged-flint-water-crisis

Top URLs in Tweet in G5:
[18] https://www.telegraph.co.uk/news/2020/11/17/oxford-university-dons-vote-meat-free-campus-accuse-dons-lack/
[6] https://insideclimatenews.org/news/18012021/south-us-communication-infrastructure-hurricanes/
[5] https://insideclimatenews.org/news/19012021/could-baltimores-climate-change-suit-become-a-supreme-court-test-case/
[3] https://www.independent.co.uk/life-style/health-and-families/veganism-environmental-impact-planet-reduced-plant-based-diet-humans-study-a8378631.html
[3] https://www.npr.org/2021/01/19/956005206/supreme-court-considers-baltimore-suit-against-oil-companies
[3] https://act.momscleanairforce.org/jvnufrt?utm_source=moms-clean-air-force&utm_campaign=mcaf_none_upd_mcaf&utm_medium=email&utm_id=1610123678&p2asource=1610123678&utm_id=1610123678&utm_medium=email&utm_campaign=mcaf_none_upd_mcaf&utm_source=moms-clean-air-force&isc=S3XXA03&wave_code=51&contact_channel=email&bxid=44112
[3] https://valori.it/clima-solo-parole-video/
[2] https://www.couriermail.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.couriermail.com.au%2fnews%2fregional%2fhastings-st-beachfront-homes-at-high-risk-of-rising-sea%2fnews-story%2f26c8b808f34e1e372cc7efc2b4129b4d
[2] https://www.theguardian.com/us-news/2021/jan/19/biden-environment-paris-climate-agreement-keystone-xl-pipeline?CMP=Share_iOSApp_Other
[2] https://www.enostra.it/news-eventi/i-cambiamenti-climatici-dipendono-anche-dalle-nostre-scelte/

Top URLs in Tweet in G6:
[3] https://www.isac.cnr.it/en/news/air-pollution-and-public-perception
[3] https://www.youtube.com/watch?v=O0lgTAEUYyA&feature=youtu.be

[2] https://public.wmo.int/en/events/events-of-interest/climate-adaptation-summit-2021
[2] https://www.cas2021.com/about-cas2021/programme
[2] https://twitter.com/cassummit2021/status/1351081786906963969
[2] https://semiengineering.com/manufacturing-bits-jan-19-2/
[2] https://www.facebook.com/events/407335783867937/
[1] https://twitter.com/ed_hawkins/status/1349757841771552778
[1] https://public.wmo.int/en/media/press-release/2020-was-one-of-three-warmest-years-record
[1] https://public.wmo.int/en/media/press-release/wmo-head-named-european-of-year-readers-digest-0

Top URLs in Tweet in G7:
[7] https://kr-asia.com/israeli-startup-albo-takes-on-carbon-monitoring-with-ai-satellite-imaging
[7] https://www.forbes.com/sites/bernardmarr/2021/01/04/how-artificial-intelligence-can-power-climate-change-strategy/
[6] https://issuu.com/markandfocus/docs/mark_and_focus_vol_3_issue_2-min
[5] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[5] https://secure.everyaction.com/cAFfor-zvEuWw9fSiLTh6w2
[5] https://nymag.com/intelligencer/article/climate-change-after-pandemic.html
[4] https://www.ecowatch.com/climate-change-children-food-2649952919.html
[4] https://www.euronews.com/living/2021/01/18/the-future-of-wine-israel-s-desert-vineyards-show-us-how-to-cope-with-a-changing-climate?utm_source=flipboard.com&utm_campaign=all_living_themes&utm_medium=referral
[4] https://www.miamiherald.com/news/local/environment/article248338010.html
[3] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html

Top URLs in Tweet in G9:
[3] https://edition.cnn.com/2021/01/15/investing/oil-climate-api-total/index.html
[2] https://twitter.com/nikolovscience/status/1351584600733093889
[2] https://wattsupwiththat.com/2016/07/22/professor-peter-wadhams-will-not-bet-on-his-own-sea-ice-predictions/
[1] https://twitter.com/gmbutts/status/1351620926035685377
[1] https://twitter.com/BradWall306/status/1351210926830211078
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D_MENyT7yM74&q=EgS4SO-bGIqto4AGIhkA8aeDS1870hQTi1_hV3Hm_KtfDw26mqObMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DDpUkPPtkPVc&q=EgS4SO-bGOyso4AGIhkA8aeDSzFkercCvWxpbfjINy6tM0lZJ16NMgFy
[1] https://www.nature.com/articles/s41561-019-0310-1
[1] https://www.linkedin.com/pulse/understand-before-its-too-late-jay-greathouse
[1] https://twitter.com/ScottDuncanWX/status/1351214321188167680

Top URLs in Tweet in G10:
[6] https://www.medadapt-awards.com/en/enter-the-competition/
[2] https://www.eventbrite.com/e/climate-vulnerable-forum-event-at-7th-gobeshona-conference-tickets-136283023191
[2] https://bit.ly/3ihfBsW
[1] https://www.internal-displacement.org/events/displacement-in-a-changing-climate-investing-in-solutions
[1] https://www.greenreport.it/news/scienze-e-ricerca/ecco-come-il-riscaldamento-globale-puo-alimentare-eventi-di-freddo-estremo/
[1] https://www.eventbrite.com/e/from-carbon-neutral-to-net-zero-tickets-116746143859
[1] https://www.youtube.com/watch?v=elDFcMcNqh8&feature=youtu.be

[1] https://www.undp.org/content/undp/en/home/news-centre/news/2020/UNDP_halftheworld_campaign_spotlights_inequalities_by_climate_change_and_COVID19.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245899
[1] https://www.unepfi.org/wordpress/wp-content/uploads/2021/01/Sustainable-Arab-Finance-Report-Jan-2021.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[400] twitter.com
[105] weforum.org
[102] co.uk
[87] immortalartist.com
[72] youtube.com
[70] theguardian.com
[59] blogspot.com
[53] linkedin.com
[34] bit.ly
[32] google.com

Top Domains in Tweet in G1:
[91] twitter.com
[87] immortalartist.com
[63] weforum.org
[18] youtube.com
[15] chechewinnie.com
[14] theguardian.com
[10] com.ph
[9] medium.com
[8] insideclimatenews.org
[8] sourcingjournal.com

Top Domains in Tweet in G2:
[89] twitter.com
[24] co.uk
[15] linkedin.com
[13] theguardian.com
[10] weforum.org
[8] blogspot.com
[8] youtube.com
[7] nytimes.com
[7] furtherafrica.com
[7] twinybots.ch

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[7] tiredearth.com
[5] net.au
[4] theguardian.com
[4] twitter.com
[4] youtube.com
[3] co.uk
[2] vox.com
[2] hakaimagazine.com
[1] iisd.org
[1] cnbc.com

Top Domains in Tweet in G5:
[22] co.uk
[16] twitter.com
[12] valori.it
[11] insideclimatenews.org
[6] theguardian.com
[4] enostra.it
[3] npr.org
[3] com.au
[3] ecomeego.com
[3] momscleanairforce.org

Top Domains in Tweet in G6:
[18] twitter.com
[6] youtube.com
[4] wmo.int
[3] cas2021.com
[3] bit.ly
[3] co.uk
[3] cnr.it
[2] semiengineering.com
[2] facebook.com
[1] ipcc.ch

Top Domains in Tweet in G7:
[27] blogspot.com
[14] forbes.com
[12] twitter.com
[11] co.uk
[11] linkedin.com
[8] gpwx.news
[7] kr-asia.com
[6] issuu.com
[5] everyaction.com
[5] nymag.com

Top Domains in Tweet in G9:
[5] twitter.com
[3] cnn.com
[2] google.com
[2] wattsupwiththat.com
[1] nature.com
[1] linkedin.com

Top Domains in Tweet in G10:
[6] medadapt-awards.com
[4] bit.ly
[3] eventbrite.com
[2] twitter.com
[2] uw.edu
[2] google.com
[1] internal-displacement.org
[1] greenreport.it
[1] youtube.com
[1] undp.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5113] climatechange
[476] globalwarming
[431] sustainability
[401] climateaction
[357] climatecrisis
[270] environment
[243] contestalert
[213] conservation
[200] ekboondhpani
[192] sdg6



Top Hashtags in Tweet in G1:
[753] climatechange
[234] climateaction
[184] climatecrisis
[134] climatechangeisreal
[96] climateemergency
[96] actonclimate
[90] environment
[85] globalwarming
[75] actonclimatechange
[74] facetheclimateemergency

Top Hashtags in Tweet in G2:
[647] climatechange
[60] environment
[51] sustainability
[37] humanrights
[36] climate
[36] womensrights
[34] lgbtq
[30] climatecrisis
[28] globalwarming
[21] climateaction

Top Hashtags in Tweet in G3:
[238] contestalert
[194] ekboondhpani
[187] climatechange
[178] sdg6
[174] sustainability
[172] conservation
[156] waterconservation
[143] waterconservationawareness
[102] waterconservationinitiative
[74] conservewater

Top Hashtags in Tweet in G4:
[180] climatechange
[59] tiredearth
[24] climateaction
[22] animals
[18] environment
[18] land4life
[17] greennewdeal
[15] fridaysforfuture
[12] climateemergency
[9] actonclimate

Top Hashtags in Tweet in G5:
[193] climatechange
[42] vegan
[9] climateaction
[9] covid19
[8] environment
[8] clima
[8] keystonexl
[7] climatecrisis
[7] sustainability
[7] inauguration2021

Top Hashtags in Tweet in G6:
[123] climatechange
[65] ipcc
[64] dataviz
[54] alifeonourplanet
[28] laniña
[12] coronavirus
[10] climateaction
[8] adaptationsummit
[8] toilets
[7] climateadaptation

Top Hashtags in Tweet in G7:
[233] climatechange
[23] ai
[20] globalwarming
[18] resilience
[14] vegan
[13] climatecrisis
[13] environment
[12] climate
[12] sustainability
[11] resignkenney

Top Hashtags in Tweet in G8:
[203] globalwarming
[12] climatechampion
[2] climatechange
[1] oneplanetforall
[1] youth4climate

Top Hashtags in Tweet in G9:
[50] climatechange
[26] climatecrisis
[13] climatebrawl
[4] climateemergency
[2] globalwarming
[2] arctic
[2] hoax
[2] china
[1] clinatescience
[1] scientificmethod

Top Hashtags in Tweet in G10:
[80] climatechange
[10] medadaptawards
[9] climateadaptation
[9] adaptationinnovationmarketplace
[8] climatecrisis
[7] climate
[6] carbonremoval
[6] directaircapture
[6] parisagreement
[5] actnow

Top Words
Top Words in Tweet in Entire Graph:
[5109] #climatechange
[1218] climate
[648] more
[607] change
[513] years
[494] world
[483] global
[476] #globalwarming
[431] #sustainability
[411] ekboondhpani

Top Words in Tweet in G1:
[752] #climatechange
[234] #climateaction
[199] climate
[184] #climatecrisis
[169] world
[134] #climatechangeisreal
[103] wef
[101] #actonclimate
[96] #climateemergency
[96] change

Top Words in Tweet in G2:
[647] #climatechange
[104] climate
[65] change
[60] #environment
[58] more
[51] #sustainability
[37] #humanrights
[36] #climate
[36] #womensrights
[34] #lgbtq

Top Words in Tweet in G3:
[397] ekboondhpani
[238] #contestalert
[194] #ekboondhpani
[187] #climatechange
[178] #sdg6
[174] #sustainability
[172] #conservation
[156] #waterconservation
[155] river
[143] #waterconservationawareness

Top Words in Tweet in G4:
[180] #climatechange
[149] pauledawson
[127] extinction
[110] hard
[108] find
[108] way
[107] terrible
[106] half
[105] exaggerate
[105] peril

Top Words in Tweet in G5:
[193] #climatechange
[77] joebiden
[47] climate
[45] university
[45] oxford
[42] #vegan
[41] frasierharry
[38] kamalaharris
[31] change
[29] pipeline

Top Words in Tweet in G6:
[183] wmo
[123] #climatechange
[123] 2020
[114] years
[94] climate
[89] global
[76] temperatures
[75] warming
[69] ipcc_ch
[66] report

Top Words in Tweet in G7:
[233] #climatechange
[66] climate
[45] change
[31] global
[23] world
[23] #ai
[21] more
[20] #globalwarming
[19] carbon
[18] planet

Top Words in Tweet in G8:
[204] top
[203] research
[203] list
[203] 20
[203] solutions
[203] checking
[203] #globalwarming
[203] associated
[203] energy
[203] sector

Top Words in Tweet in G9:
[67] geraldkutney
[64] century
[50] #climatechange
[41] fossil
[33] fuels
[33] last
[32] climate
[32] 21st
[32] equivalent
[32] horse

Top Words in Tweet in G10:
[80] #climatechange
[31] research
[28] nw_casc
[28] uw
[27] oregonstate
[26] apply
[25] grad
[25] student
[25] boisestate
[25] umontana

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[495] climate,change
[207] energy,sector
[204] research,list
[204] list,top
[204] top,20
[204] 20,solutions
[204] solutions,checking
[204] checking,#globalwarming
[204] #globalwarming,associated
[204] associated,energy

Top Word Pairs in Tweet in G1:
[132] #climatechange,#climatechangeisreal
[82] climate,change
[80] #climatechangeisreal,#actonclimate
[75] #actonclimate,#actonclimatechange
[70] grey,cross
[68] saving,world
[68] world,bent
[68] bent,destroying
[66] #facetheclimatecrisis,#facetheclimateemergency
[63] destroying,itself

Top Word Pairs in Tweet in G2:
[51] climate,change
[34] #lgbtq,#womensrights
[34] #womensrights,#humanrights
[34] #humanrights,#climatechange
[23] #environment,#climatechange
[18] #climatechange,#environment
[16] #climate,#climatechange
[13] #sustainability,#climatechange
[12] #climatechange,#globalwarming
[10] #climatechange,#climatecrisis

Top Word Pairs in Tweet in G3:
[178] #sdg6,#climatechange
[171] #climatechange,#conservation
[167] #conservation,#sustainability
[155] #sustainability,#waterconservation
[148] ekboondhpani,#contestalert
[143] #waterconservation,#waterconservationawareness
[138] stand,chance
[138] chance,win
[138] win,exciting
[138] exciting,prizes

Top Word Pairs in Tweet in G4:
[105] find,hard
[105] hard,exaggerate
[105] exaggerate,peril
[105] peril,extinction
[105] extinction,half
[105] half,way
[105] way,terrible
[103] pauledawson,find
[24] year,old
[22] cool,looking

Top Word Pairs in Tweet in G5:
[30] oxford,university
[26] climate,change
[19] combat,#climatechange
[19] keystone,xl
[19] xl,pipeline
[18] university,students
[18] students,vote
[18] vote,meat
[18] meat,free
[18] free,campus

Top Word Pairs in Tweet in G6:
[62] global,temperatures
[62] author,ed_hawkins
[61] temperatures,over
[61] over,last
[61] last,2020
[61] 2020,years
[61] years,#dataviz
[61] #dataviz,#ipcc
[61] #ipcc,author
[61] ed_hawkins,ipcc_ch

Top Word Pairs in Tweet in G7:
[33] climate,change
[17] #climatechange,#resilience
[13] scott,morrison
[12] #globalwarming,#climatechange
[11] check,latest
[11] latest,markandfocus
[11] markandfocus,magazine
[11] magazine,solutions
[11] solutions,global
[11] global,challenges

Top Word Pairs in Tweet in G8:
[203] research,list
[203] list,top
[203] top,20
[203] 20,solutions
[203] solutions,checking
[203] checking,#globalwarming
[203] #globalwarming,associated
[203] associated,energy
[203] energy,sector
[202] parveenkaswan,research

Top Word Pairs in Tweet in G9:
[33] fossil,fuels
[32] fuels,last
[32] last,century
[32] century,21st
[32] 21st,century
[32] century,equivalent
[32] equivalent,horse
[32] horse,buggy
[32] buggy,supported
[32] supported,deniosaurs

Top Word Pairs in Tweet in G10:
[25] grad,student
[25] student,uw
[25] uw,boisestate
[25] boisestate,oregonstate
[25] oregonstate,umontana
[25] umontana,wsupullman
[25] wsupullman,wwu
[25] wwu,pursuing
[25] pursuing,#climatechange
[25] #climatechange,research

Top Replied-To
Top Replied-To in Entire Graph:
@ekboondhpani
@jamiebissonett3
@geraldkutney
@kamalaharris
@gas_investments
@justintrudeau
@greensefa
@gretathunberg
@txsharon
@aneraokailash

Top Replied-To in G1:
@jamiebissonett3
@txsharon
@betamoroney
@churchfieldje
@c37h42cl2n2o6
@hazloe3
@hanslak
@jellsmoor
@zacharypbeasley
@cbccalgary

Top Replied-To in G3:
@ekboondhpani

Top Replied-To in G4:
@nhjennifer
@edp24
@ericholthaus
@ziya_meral

Top Replied-To in G5:
@kamalaharris
@justintrudeau
@mountaintrader2
@ryanjespersen
@kylebakx
@climatenotts
@corybooker
@catherinelang81
@lastcornishman
@therealvickytea

Top Replied-To in G6:
@cop26
@zacgoldsmith
@richardmadan
@ed_hawkins

Top Replied-To in G7:
@jamesrobey
@suzzanne1313
@google
@scottmorrisonmp

Top Replied-To in G9:
@geraldkutney
@keillerdon
@yvandutil
@wbrettwilson
@joelemartin
@drbutchatkinson
@oilsandsaction
@tonybur87179224
@quieroserabuela
@climatehope2

Top Replied-To in G10:
@naturebasedsols

Top Mentioned
Top Mentioned in Entire Graph:
@parveenkaswan
@ekboondhpani
@pauledawson
@wmo
@wef
@joebiden
@aaravseth_
@ipcc_ch
@geraldkutney
@cop26

Top Mentioned in G1:
@wef
@aaravseth_
@ecowarriorss
@enricomolinari
@un
@jackthelad1947
@greycrossstudio
@sophanas
@msalimu
@undp

Top Mentioned in G2:
@vikezmedia
@acebeaty
@anantku24382722
@gngagritech
@iisdinfrastruc1
@uamsseb
@sightmagazine
@c4sv2020
@esgenterprise
@focusafrica_eu

Top Mentioned in G3:
@ekboondhpani
@kpparmar98
@kusumsolanki17
@goldqueenie4
@dazzlingcutie1
@impalak18
@chilled_sup
@satyapaljain_86
@amisha288
@smiley_bharati

Top Mentioned in G4:
@pauledawson
@elizabeth_ruler
@tiredearth
@rebeccah2030
@gretathunberg
@patriciakombo
@iucn
@auni_auniket
@unfccc

Top Mentioned in G5:
@joebiden
@frasierharry
@kamalaharris
@allanmargolin
@drdenagrayson
@valori_it
@cleanairmoms
@ussc
@sambarber1910
@jo

Top Mentioned in G6:
@wmo
@ipcc_ch
@ed_hawkins
@cop26
@bom_au
@readersdigest
@cassummit2021
@noaa
@nasa
@metoffice

Top Mentioned in G7:
@lyndafrench19
@forbes
@markandfocus
@nigewillson
@bernardmarr
@scottmorrisonmp
@oecd
@thesispi
@wef
@robert_brears

Top Mentioned in G8:
@parveenkaswan
@unicefrosa

Top Mentioned in G9:
@geraldkutney
@nikolovscience
@canncr
@garbowski_mazi
@jbonbon91
@robert76907841
@edbohman
@ecosensenow
@quieroserabuela
@climatehope2

Top Mentioned in G10:
@nw_casc
@uw
@oregonstate
@boisestate
@umontana
@wsupullman
@wwu
@gobeshona
@icccad
@climeworks

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@sectest9
@jurylady5
@lennaleprena
@chidambara09
@56perumal
@independent
@iartg
@andyvermaut
@baarahk

Top Tweeters in G1:
@sectest9
@chidambara09
@andyvermaut
@bannerite
@sddphoto
@lehimesa
@dancas2
@cheezwitham
@abscbnnews
@astwisa

Top Tweeters in G2:
@iscoseu
@dataaugmented
@mdmabsentminded
@hotpage_news
@herrkusuma
@charissadufour
@rs_sputnik
@the_plantsman_
@ormiga
@katwomanfifi

Top Tweeters in G3:
@shah_himanshu
@ranask35
@mehekmahtani
@myscribblings
@ramyavellanki
@vhetal
@sagar2612
@karmagal91
@ramprasad43
@blessedkamal

Top Tweeters in G4:
@miguelhilargiak
@cberrl
@wwf
@allan_crawshaw
@blubdha
@percievedlogic
@jeannebartram
@annfinster
@kevinrns
@ht4ecosocialism

Top Tweeters in G5:
@katcapps
@pgrandee10
@chaelmontgomery
@lawlor224
@veggie64_leslie
@nomoreslaves
@janrobinjackson
@nayasala
@onecaliberal
@bar_zie

Top Tweeters in G6:
@baarahk
@ruisaldanha
@glasgow_watch
@mel_storni
@olumideidowu
@ossmeteobargone
@notimex
@vievararosel
@jborrego
@shafeeu

Top Tweeters in G7:
@xaelbot
@randlight
@rbjron
@danascully2
@nytimes
@researchmrx
@time
@michaelpurvis64
@mailonline
@usatoday

Top Tweeters in G8:
@rohithiware
@morbidmortal
@king1amrit
@susmita_aap
@menti_longs
@vishramrm
@palaash4srk
@kung_fu_pandit
@frostdeeds
@leinterruptor

Top Tweeters in G9:
@markburgerenerg
@nationalpost
@simon_a_wood
@luisbaram
@biobaby19
@luisb
@loren_ch
@regimechangebc
@marieisabelles5
@feysleigh

Top Tweeters in G10:
@nathaofficial_
@ellysiumfields
@saleemulhuq
@bagaluesunab
@salhaj
@pablorodas
@helenclarknz
@climatecentral
@lisamariecricht
@nextbillion


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