#climatechange, Twitter, 2/4/2021 1:45:36 AM, 247117


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#climatechange_2021-02-03_17-08-00.xlsx
#climatechange_2021-02-03_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 04, 2021
Short Description:
#climatechange via NodeXL https://bit.ly/3axkaf1
@wef
@mimproxyble
@imagine_garden
@lizwathuti
@gretathunberg
@sadhgurujv
@rarohde
@arikring
@saleemulhuq
@geraldkutney

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

Description:
Description
The graph represents a network of 8,328 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, 04 February 2021 at 01:25 UTC.

The requested start date was Thursday, 04 February 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, 7-hour, 0-minute period from Monday, 01 February 2021 at 02:19 UTC to Wednesday, 03 February 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 : 8328
Unique Edges : 5248
Edges With Duplicates : 12838
Total Edges : 18086
Number of Edge Types : 5
Retweet : 5548
MentionsInRetweet : 7541
Mentions : 2987
Replies to : 284
Tweet : 1726
Self-Loops : 1858
Reciprocated Vertex Pair Ratio : 0.0141479773632362
Reciprocated Edge Ratio : 0.0279012090523923
Connected Components : 1220
Single-Vertex Connected Components : 520
Maximum Vertices in a Connected Component : 5313
Maximum Edges in a Connected Component : 13796
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.357658
Graph Density : 0.000139544093857153
Modularity : 0.532518
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,328 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, 04 February 2021 at 01:25 UTC.

The requested start date was Thursday, 04 February 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, 7-hour, 0-minute period from Monday, 01 February 2021 at 02:19 UTC to Wednesday, 03 February 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:
[83] https://www.weforum.org/agenda/2021/01/climate-change-global-warming-temperatures-heat-environment-2020-hottest-year?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=02/02/2021+04:00
[67] https://www.weforum.org/agenda/2021/01/global-ice-loss-climate-change-environment-melting-global-warming?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=03/02/2021+02:00
[65] https://www.weforum.org/agenda/2021/01/climate-change-global-warming-carbon-dioxide-emissions-science?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=03/02/2021+07:30
[64] https://www.weforum.org/agenda/2021/01/climate-change-global-warming-carbon-dioxide-emissions-science?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=01/02/2021+03:00
[27] https://www.greengeeks.com/track/borgaus/cp-wt1
[26] https://www.weforum.org/agenda/2021/01/greta-thunberg-climate-response-rogoff-greenpeace-unccd?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=03/02/2021+08:00
[24] https://www.givingway.com/campaign/db77d6
[19] https://www.weforum.org/agenda/2021/01/greta-thunberg-climate-response-rogoff-greenpeace-unccd?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=01/02/2021+21:30
[19] https://www.usatoday.com/story/opinion/2021/02/01/biden-climate-change-orders-no-impact-except-disunity-column/4330387001/
[19] https://www.amny.com/news/science-is-back-now-its-time-for-executive-powers-to-declare-climate-emergency-says-schumer/

Top URLs in Tweet in G1:
[8] https://twinybots.ch/
[7] https://www.euronews.com/living/2021/02/01/scientists-have-taught-spinach-to-send-emails-and-it-could-warn-us-about-climate-change
[6] https://www.bbc.co.uk/news/science-environment-55346329
[5] https://www.instagram.com/accounts/login/
[3] https://www.bbc.com/news/science-environment-55346329
[3] https://www.newyorker.com/news/annals-of-a-warming-planet/to-counter-climate-change-we-need-to-stop-burning-things
[3] https://furtherafrica.com/2021/02/03/mozambiques-extreme-climatic-events-to-delay-economic-recovery-standard-poors/
[2] https://twitter.com/Sammy_Roth/status/1355946425322901506
[2] http://www.wmarinovichbooks.com/climate-change-the-kyle-gibbs-series/
[2] https://twitter.com/euronewsliving/status/1356268135129751557

Top URLs in Tweet in G2:
[27] https://www.greengeeks.com/track/borgaus/cp-wt1
[12] https://www.peoplesworld.org/article/listen-to-the-science-new-study-details-global-warming-emergency/
[8] https://techxplore.com/news/2021-02-framework-energy-demand.html
[8] https://impactinvestingconferences.com/
[7] https://www.nytimes.com/2021/02/01/well/eat/climate-change-health.html
[6] https://www.youtube.com/watch?v=8WwYhfcSYjY&feature=youtu.be

[6] https://www.newsobserver.com/opinion/article248872134.html
[6] http://sdg.iisd.org/commentary/guest-articles/researchers-name-top-10-insights-from-climate-science-in-2020/
[6] https://facebook.com/anewlifepledge
[6] https://www.eurekalert.org/pub_releases/2021-02/dri-acw020121.php

Top URLs in Tweet in G3:
[71] https://www.weforum.org/agenda/2021/01/climate-change-global-warming-temperatures-heat-environment-2020-hottest-year?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=02/02/2021+04:00
[60] https://www.weforum.org/agenda/2021/01/climate-change-global-warming-carbon-dioxide-emissions-science?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=01/02/2021+03:00
[59] https://www.weforum.org/agenda/2021/01/global-ice-loss-climate-change-environment-melting-global-warming?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=03/02/2021+02:00
[55] https://www.weforum.org/agenda/2021/01/climate-change-global-warming-carbon-dioxide-emissions-science?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=03/02/2021+07:30
[26] https://www.weforum.org/agenda/2021/01/greta-thunberg-climate-response-rogoff-greenpeace-unccd?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=03/02/2021+08:00
[18] https://www.weforum.org/agenda/2021/01/greta-thunberg-climate-response-rogoff-greenpeace-unccd?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=01/02/2021+21:30
[14] https://www.weforum.org/agenda/2021/01/business-governments-address-climate-change?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=02/02/2021+21:00
[12] https://www.weforum.org/agenda/2021/01/global-ice-loss-climate-change-environment-melting-global-warming?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=31/01/2021+14:45
[7] https://www.weforum.org/agenda/2021/01/extreme-weather-global-warming-financial-support?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=02/02/2021+22:00
[7] https://twinybots.ch/

Top URLs in Tweet in G4:
[2] https://twitter.com/UKinIndia/status/1350098491142410246
[1] https://www.ecowatch.com/india-farming-crisis-2650257266.html
[1] https://www.hindustantimes.com/world-news/climate-change-not-genghis-khan-destroyed-central-asia-101612314827166.html#:~:text=%E2%80%9CIt
[1] was
[1] climate
[1] change,
[1] not,a
[1] release
[1] from
[1] the

Top URLs in Tweet in G5:
[5] https://www.environewsnigeria.com/courts-emerge-new-frontier-in-battle-against-climate-change/
[2] https://www.weforum.org/agenda/2021/01/climate-change-global-warming-carbon-dioxide-emissions-science?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=03/02/2021+07:30
[2] https://www.worldwetlandsday.org/
[2] https://climatenewsnetwork.net/bolsonaros-brazil-is-becoming-a-climate-pariah/
[1] https://www.axios.com/biden-climate-executive-orders-3f5d8d66-5d72-43b0-9ff6-ee852a7e4f1e.html
[1] https://www.unep.org/news-and-stories/speech/race-resilience-protecting-poor-and-vulnerable-communities
[1] https://www.unep.org/news-and-stories/story/battle-against-climate-change-courts-become-new-frontier
[1] https://buff.ly/36RVTj1
[1] https://buff.ly/38Ns0lj
[1] http://ow.ly/Jj2z50DlXk3

Top URLs in Tweet in G6:
[4] https://www.undp.org/content/undp/en/home/presscenter/pressreleases/2021/Worlds_largest_survey_of_public_opinion_on_climate_change_a_majority_of_people_call_for_wide_ranging_action.html
[4] https://www.undp.org/content/undp/en/home/librarypage/climate-and-disaster-resilience-/The-Peoples-Climate-Vote-Results.html
[3] https://www.undp.org/content/undp/en/home/blog/2021/high-hopes-and-high-expectations-for-climate-finance.html
[3] https://www.weforum.org/agenda/2021/01/climate-change-global-warming-temperatures-heat-environment-2020-hottest-year?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=02/02/2021+04:00
[2] https://feature.undp.org/working-together-for-a-new-future/?utm_source=social&utm_medium=undp&utm_campaign=workingtogether
[2] https://www.youthapac.org/climate
[2] https://migrations.cornell.edu/how-unequal-resources-shape-flood-migration
[2] https://undpghana.medium.com/greening-agricultural-produce-for-people-and-the-planet-the-story-of-a-social-entrepreneur-in-a637dcc36b50
[2] https://www.weforum.org/agenda/2021/01/global-ice-loss-climate-change-environment-melting-global-warming?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=03/02/2021+02:00
[2] https://www.theguardian.com/environment/2021/jan/27/un-global-climate-poll-peoples-voice-is-clear-they-want-action?CMP=Share_iOSApp_Other

Top URLs in Tweet in G7:
[3] https://www.greenbuiltinternationalbuildingcompany.com/
[2] https://twitter.com/PeterDGardner/status/1346207692465917952
[1] https://www.tiredearth.com/node/1922
[1] https://www.tiredearth.com/node/1923
[1] https://www.tiredearth.com/node/1924
[1] https://twitter.com/ausblueprint/status/1346217478980923395
[1] https://twitter.com/rarohde/status/1356236619951575041
[1] http://www.inkstain.net/fleck/2021/01/striking-new-study-suggests-how-deeply-well-need-to-reduce-our-use-of-colorado-river-water/
[1] https://www.agri-pulse.com/articles/15230-biden-executive-order-seeks-to-involve-ag-in-battling-climate-change
[1] http://h2oradio.org/twiw.html

Top URLs in Tweet in G8:
[5] https://www.visualcapitalist.com/global-temperature-graph-1851-2020/
[2] https://www.weforum.org/agenda/2021/01/climate-change-global-warming-carbon-dioxide-emissions-science?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=03/02/2021+07:30
[2] https://www.youtube.com/watch?v=Fkb4Hyqd0zQ&feature=youtu.be

[2] https://www.weforum.org/agenda/2021/01/tackling-supply-chain-emissions-is-a-game-changer-for-climate-action/
[2] http://ow.ly/T32n50DjDYq?utm_source=twitter&utm_medium=social&utm_campaign=CRB-Industry-Natural-Resources_&utm_content=wtw_it_e964aa8b-2ed5-442c-a95c-b06257142a5e_&utm_term=
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandig%2Farticle%2FPIIS2589-7500%2821%2900007-8%2Ffulltext&rc=0
[1] https://www.scientificamerican.com/article/earth-has-lost-28-trillion-tons-of-ice-since-the-mid-1990s/
[1] https://cleantechnica.com/2019/09/29/the-short-list-of-climate-actions-that-will-work/
[1] https://www.abc.net.au/news/2021-02-03/scott-morrison-distances-himself-from-craig-kelly-covid-vaccine/13117776
[1] https://sustmeme.com/top-500s/climate-energy/

Top URLs in Tweet in G9:
[2] https://www.abc.net.au/news/2021-02-02/coal-transition-climate-change-hunter-region/13109642
[2] https://7ampodcast.com.au/episodes/the-world-is-embracing-climate-action-why-isnt-australia
[2] https://theconversation.com/taking-care-of-business-the-private-sector-is-waking-up-to-natures-value-153786?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://www.sunshinecoastnews.com.au/2021/01/31/labor-focused-on-net-zero-emissions-but-path-there-is-unclear/
[1] https://www.crikey.com.au/2021/02/03/albanese-negative-gearing/
[1] https://www.crikey.com.au/2021/02/02/tips-morrison-climate-queesnland-cops/
[1] https://www.ft.com/content/d1c95303-39be-49c3-8bae-7044cb2df7b5
[1] https://bit.ly/39z7ncI
[1] https://www.ft.com/content/130043ba-9981-40d3-ac24-8e9a3fe0b1a7
[1] https://www.theguardian.com/australia-news/2021/feb/02/fierce-bushfire-in-perth-hills-is-a-threat-to-lives-and-homes-warns-wa-premier

Top URLs in Tweet in G10:
[4] https://pixelmoversandmakers.com/
[2] https://twitter.com/ClimateEnvoy/status/1356319887388504068
[2] https://twitter.com/AssaadRazzouk/status/1356369322847989762
[1] https://www.ecowatch.com/cyclone-ana-fiji-2650233232.html?rebelltitem=4#rebelltitem4
[1] https://act.gp/3oqaSGE
[1] https://www.ncronline.org/news/earthbeat/earthbeat-weekly-theres-still-time-act-climate-change
[1] https://theconversation.com/overshadowed-by-covid-the-deadly-extreme-weather-of-2020-151237
[1] https://theconversation.com/the-caspian-sea-is-set-to-fall-by-9-metres-or-more-this-century-an-ecocide-is-imminent-152229
[1] https://twitter.com/TheTweetOfGod/status/1356303411210145792
[1] https://www.weforum.org/agenda/2021/01/global-ice-loss-climate-change-environment-melting-global-warming?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=03/02/2021+02:00

Top Domains
Top Domains in Tweet in Entire Graph:
[384] weforum.org
[344] twitter.com
[105] immortalartist.com
[101] youtube.com
[55] co.uk
[52] bit.ly
[45] theguardian.com
[37] nytimes.com
[37] blogspot.com
[30] linkedin.com

Top Domains in Tweet in G1:
[88] twitter.com
[25] co.uk
[14] linkedin.com
[12] theguardian.com
[10] gpwx.news
[8] twinybots.ch
[7] instagram.com
[7] euronews.com
[7] weforum.org
[7] google.com

Top Domains in Tweet in G2:
[105] immortalartist.com
[50] twitter.com
[27] greengeeks.com
[15] youtube.com
[12] peoplesworld.org
[11] nytimes.com
[9] linkedin.com
[8] techxplore.com
[8] impactinvestingconferences.com
[7] co.uk

Top Domains in Tweet in G3:
[335] weforum.org
[16] twitter.com
[7] twinybots.ch
[5] forbes.com
[4] bit.ly
[4] nasawatch.com
[3] youtube.com
[3] mygreatlearning.com
[3] mckinsey.com
[2] wef.ch

Top Domains in Tweet in G4:
[3] twitter.com
[1] ecowatch.com
[1] hindustantimes.com
[1] yale.edu
[1] theguardian.com
[1] google.com

Top Domains in Tweet in G5:
[5] environewsnigeria.com
[4] weforum.org
[3] unep.org
[2] buff.ly
[2] worldwetlandsday.org
[2] climatenewsnetwork.net
[1] axios.com
[1] ow.ly
[1] nature.scot
[1] nasa.gov

Top Domains in Tweet in G6:
[21] undp.org
[13] twitter.com
[8] weforum.org
[6] bit.ly
[4] theguardian.com
[3] britishcouncil.org
[2] cas2021.com
[2] wri.org
[2] youthapac.org
[2] youtube.com

Top Domains in Tweet in G7:
[4] twitter.com
[3] greenbuiltinternationalbuildingcompany.com
[3] tiredearth.com
[1] inkstain.net
[1] agri-pulse.com
[1] h2oradio.org
[1] azcentral.com

Top Domains in Tweet in G8:
[6] weforum.org
[5] visualcapitalist.com
[2] youtube.com
[2] ow.ly
[1] elsevierhealth.com
[1] scientificamerican.com
[1] cleantechnica.com
[1] net.au
[1] sustmeme.com
[1] marianamazzucato.com

Top Domains in Tweet in G9:
[9] com.au
[8] twitter.com
[5] theconversation.com
[4] net.au
[4] theguardian.com
[2] ft.com
[1] bit.ly
[1] straitstimes.com
[1] mailchi.mp

Top Domains in Tweet in G10:
[6] twitter.com
[4] pixelmoversandmakers.com
[2] theconversation.com
[1] ecowatch.com
[1] act.gp
[1] ncronline.org
[1] weforum.org
[1] instagram.com
[1] vox.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5769] climatechange
[413] environment
[372] climateaction
[339] climatecrisis
[328] globalwarming
[251] sustainability
[190] wetlands
[179] climate
[136] climateemergency
[133] fossilfuel



Top Hashtags in Tweet in G1:
[602] climatechange
[45] environment
[41] globalwarming
[41] climate
[40] sustainability
[26] climateaction
[23] climatecrisis
[20] pollution
[14] nature
[13] wetlands

Top Hashtags in Tweet in G2:
[583] climatechange
[186] climateaction
[152] climatecrisis
[79] art
[67] climateemergency
[67] climatechangeaction
[67] dystopia
[53] climatechangeisreal
[52] climatechangeart
[52] extremeweather

Top Hashtags in Tweet in G3:
[464] climatechange
[168] environment
[125] globalwarming
[63] davosagenda
[14] climatecrisis
[13] fridaysforfuture
[11] gretathunberg
[11] climatestrike
[7] sweden
[7] livestock

Top Hashtags in Tweet in G4:
[401] climatechange
[3] actonclimate
[3] wetlandsandwater
[2] farmersprotest
[2] cop26
[2] migration
[2] humantrafficking
[2] wetlandsdayke
[2] kenyasafi
[2] bamboo

Top Hashtags in Tweet in G5:
[369] climatechange
[6] climateaction
[6] worldwetlandsday
[6] biodiversity
[5] globalwarming
[5] nature
[4] anatomyofaction
[4] shareyourride
[4] environment
[3] nemontenenquimo

Top Hashtags in Tweet in G6:
[253] climatechange
[73] wetlands
[27] peoplesclimatevote
[17] climateaction
[17] mangroves
[17] species
[13] naturebasedsolutions
[11] fornature
[10] ecosystems
[9] environment

Top Hashtags in Tweet in G7:
[41] climatechange
[13] nitrogen
[9] globalwarming
[6] affordablehousing
[6] housing
[6] perth
[6] govegan
[6] vegan
[6] plantbased
[4] scomo

Top Hashtags in Tweet in G8:
[84] climatechange
[20] sustainability
[13] climateaction
[13] climatecrisis
[12] finclime
[12] fintech
[9] energytransition
[8] environment
[8] covid19
[7] extinctionrebellion

Top Hashtags in Tweet in G9:
[120] climatechange
[33] auspol
[25] pearce
[25] coalition
[24] porter
[16] netzero
[13] singapore
[13] co2
[11] climateemergency
[8] perthfires

Top Hashtags in Tweet in G10:
[101] climatechange
[41] climatecrisis
[22] climate
[12] climatebrawl
[6] climatepoli
[5] bigoil
[5] climatedenial
[5] climatestrike
[5] mumbai
[4] climateaction

Top Words
Top Words in Tweet in Entire Graph:
[5769] #climatechange
[1277] climate
[817] world
[702] change
[628] today
[615] global
[611] more
[590] green
[528] 2020
[494] impacts

Top Words in Tweet in G1:
[602] #climatechange
[88] climate
[71] change
[50] more
[45] #environment
[41] #globalwarming
[41] #climate
[40] #sustainability
[30] world
[27] need

Top Words in Tweet in G2:
[583] #climatechange
[186] #climateaction
[155] climate
[152] #climatecrisis
[122] world
[102] grey
[95] cross
[85] studios
[83] change
[79] #art

Top Words in Tweet in G3:
[464] #climatechange
[320] wef
[202] global
[168] #environment
[125] #globalwarming
[117] temperatures
[116] risen
[116] 1950
[115] climate
[114] chart

Top Words in Tweet in G4:
[401] #climatechange
[378] working
[376] lizwathuti
[376] green
[375] today
[375] dealing
[375] legacy
[375] revolution
[375] impacts
[375] those

Top Words in Tweet in G5:
[369] #climatechange
[321] sadhgurujv
[305] world
[293] needed
[292] united
[291] much
[291] policy
[291] driven
[291] effort
[291] mitigate

Top Words in Tweet in G6:
[253] #climatechange
[91] undp
[75] climate
[75] wetlands
[73] #wetlands
[67] people
[66] global
[51] carbon
[47] more
[46] planet

Top Words in Tweet in G7:
[245] temperature
[243] changes
[243] distribution
[243] annual
[243] average
[243] anomalies
[243] earth
[243] 1850
[243] updated
[243] include

Top Words in Tweet in G8:
[84] #climatechange
[63] profstrachan
[61] ristori20
[59] ecowarriorss
[59] mzjacobson
[57] hazloe3
[57] charluv2011
[56] christinemilne
[54] bsuhic
[54] njdoc

Top Words in Tweet in G9:
[120] #climatechange
[85] climate
[63] change
[45] more
[44] morrison
[37] over
[33] #auspol
[32] emissions
[31] scottmorrisonmp
[27] party

Top Words in Tweet in G10:
[101] #climatechange
[88] geraldkutney
[78] world
[67] climate
[42] jacinda
[42] ardern
[42] leader
[42] wrong
[42] side
[42] argument

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[610] climate,change
[402] #climatechange,impacts
[379] today,dealing
[379] dealing,legacy
[379] legacy,green
[379] green,revolution
[379] revolution,#climatechange
[379] impacts,those
[379] those,working
[378] lizwathuti,'farmers

Top Word Pairs in Tweet in G1:
[54] climate,change
[21] #globalwarming,#climatechange
[13] #environment,#climatechange
[10] #climatecrisis,#climatechange
[10] #climatechange,#sustainability
[9] global,warming
[9] #climatechange,#globalwarming
[9] #sustainability,#climatechange
[9] #climate,#climatechange
[9] effects,#climatechange

Top Word Pairs in Tweet in G2:
[95] grey,cross
[85] cross,studios
[73] climate,change
[70] studios,#art
[67] #climatechangeaction,#dystopia
[56] saving,world
[56] world,bent
[55] bent,destroying
[54] destroying,itself
[53] itself,grey

Top Word Pairs in Tweet in G3:
[141] #climatechange,#environment
[116] global,temperatures
[116] temperatures,risen
[116] risen,1950
[116] #climatechange,#globalwarming
[114] chart,shows
[114] shows,global
[114] 1950,#climatechange
[108] wef,chart
[73] ice,loss

Top Word Pairs in Tweet in G4:
[375] today,dealing
[375] dealing,legacy
[375] legacy,green
[375] green,revolution
[375] revolution,#climatechange
[375] #climatechange,impacts
[375] impacts,those
[375] those,working
[374] lizwathuti,'farmers
[374] 'farmers,today

Top Word Pairs in Tweet in G5:
[291] much,needed
[291] needed,policy
[291] policy,driven
[291] driven,effort
[291] effort,mitigate
[291] mitigate,impending
[291] impending,#climatechange
[291] #climatechange,catastrophe
[291] catastrophe,world
[291] world,looking

Top Word Pairs in Tweet in G6:
[36] wetlands,true
[36] true,allies
[36] allies,against
[36] against,#climatechange
[36] #climatechange,cover
[36] cover,small
[36] small,part
[36] part,planet
[36] planet,#wetlands
[35] eu_partnerships,wetlands

Top Word Pairs in Tweet in G7:
[243] changes,distribution
[243] distribution,annual
[243] annual,average
[243] average,temperature
[243] temperature,anomalies
[243] anomalies,earth
[243] earth,1850
[243] 1850,updated
[243] updated,include
[243] include,2020

Top Word Pairs in Tweet in G8:
[58] ristori20,mzjacobson
[56] hazloe3,profstrachan
[56] profstrachan,ecowarriorss
[56] christinemilne,ristori20
[54] mzjacobson,charluv2011
[54] charluv2011,bsuhic
[54] bsuhic,njdoc
[50] ecowarriorss,christinemilne
[50] njdoc,ddelich
[49] ddelich,elder_jodi

Top Word Pairs in Tweet in G9:
[60] climate,change
[24] #porter,electorate
[24] electorate,#pearce
[24] #pearce,incinerated
[24] incinerated,local
[24] local,member
[24] member,playing
[24] playing,silly
[24] silly,party
[24] party,games

Top Word Pairs in Tweet in G10:
[42] jacinda,ardern
[42] ardern,leader
[42] leader,wrong
[42] wrong,side
[42] side,argument
[42] argument,world
[42] world,crying
[41] geraldkutney,jacinda
[34] #climatecrisis,#climatechange
[32] 2nd,storm

Top Replied-To
Top Replied-To in Entire Graph:
@sadhgurujv
@gretathunberg
@hazloe3
@potus
@un
@albomp
@obamafoundation
@chamath
@slpng_giants_oz
@allanmargolin

Top Replied-To in G1:
@krfofficial
@b1e56df9ce6549f

Top Replied-To in G2:
@potus
@thecccuk
@acespace
@un
@truenorthcentre
@paigemacp
@skynewsaust
@kenyaywca
@karinstark79
@greschenthaler

Top Replied-To in G3:
@gretathunberg
@dna
@rshivshankar
@criprights
@eriksolheim
@nbcnews

Top Replied-To in G5:
@sadhgurujv
@maolindas
@waoresistencia

Top Replied-To in G6:
@cop26
@environment
@tveitdal
@cassummit2021
@theeconomist
@globalgoalsun

Top Replied-To in G8:
@hazloe3
@jellsmoor
@amazingchevvolt
@jackthelad1947
@arikring
@fakeittillumak1
@kayejon32736745

Top Replied-To in G9:
@albomp
@paulmeekperth
@quentindempster
@abc730
@anthonycole68
@devalara44
@tank9999
@solarfred
@jmil400
@murpharoo

Top Replied-To in G10:
@alexepstein
@jkenney
@malta75616353
@wbrettwilson
@350pacific
@jeromefosterii
@gcxrnw
@fff_aus
@endelstamberg
@fff_saj

Top Mentioned
Top Mentioned in Entire Graph:
@lizwathuti
@wef
@sadhgurujv
@rarohde
@gretathunberg
@geraldkutney
@undp
@wendy_bacon
@unep
@profstrachan

Top Mentioned in G1:
@b1e56df9ce6549f
@charles__raven
@australiavote
@fooeyfromperth
@9ron358
@belvotte
@techbrandexng
@boughttheswamp

Top Mentioned in G2:
@sierraclubbc
@activist360_co
@drajesh_ug4ph
@dawnroseturner
@greycrossstudio
@michaelemann
@potus
@verdantgrowth
@mimproxyble
@graphsandcharts

Top Mentioned in G3:
@wef
@gretathunberg
@rupin1992
@jamesvgingerich
@ethoslifestyle
@mckinsey
@faoanimalhealth
@china4tech
@samuelguizani
@gjallarhornet

Top Mentioned in G4:
@lizwathuti
@sakthye
@pauledawson
@environment_ke
@ukinindia
@nzioki_caroline
@anitasoina
@licypriyak
@ramprakash9694
@andersen_inger

Top Mentioned in G5:
@sadhgurujv
@unep
@andersen_inger
@connect4climate
@environewsng
@nnimmob
@ecohomef
@bolzanbolzi
@wef
@krithikaisha

Top Mentioned in G6:
@undp
@unbiodiversity
@eu_partnerships
@cifor
@cop26
@wef
@un
@riadmeddeb
@aloksharma_rdg
@undpasiapac

Top Mentioned in G7:
@rarohde
@soilassociation
@tiredearth
@ausblueprint
@byianjames
@lovynlife
@gbibuildingco
@therockyfiles
@berkeleyearth
@futurejohan

Top Mentioned in G8:
@profstrachan
@ristori20
@ecowarriorss
@mzjacobson
@charluv2011
@christinemilne
@bsuhic
@njdoc
@arikring
@hazloe3

Top Mentioned in G9:
@scottmorrisonmp
@jmil400
@mikejanda
@s
@getup
@crikey_news
@albomp
@theshufflediary
@ricklevy67
@7ampodcast

Top Mentioned in G10:
@geraldkutney
@greenpeace
@petergleick
@prof_fsultana
@jkenney
@tanmay_shinde99
@harvard
@ecojustice_ca
@clcv
@ruth_mottram

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@lennaleprena
@pln_123
@sahelhkj
@chidambara09
@robre62
@loupo85
@united
@bev_metallica
@rjber15

Top Tweeters in G1:
@b1e56df9ce6549f
@rydertracey
@hagiwararyu11
@sunjayjk
@davidaquinley
@basuashis
@subyroy
@charissadufour
@minamaya13
@breakingnewsdot

Top Tweeters in G2:
@dgendvil
@astwisa
@business
@allan_crawshaw
@wcvb
@bot_innovation
@straits_times
@sampson_elaine
@nicochan33
@dawnroseturner

Top Tweeters in G3:
@robre62
@loupo85
@mhall55nine
@rosenchild
@dna
@dev_discourse
@bwolmers
@ansisegle
@digyoursoul
@bycardenadenis

Top Tweeters in G4:
@mgmnair
@gops33
@gokula15sai
@samyagdrsti
@annie5133
@purpleloststar
@sanjay_dimpy
@peoplehope_aap
@pensiveparadox
@jameelsjam

Top Tweeters in G5:
@el_pais
@maolindas
@petchary
@nomoreslaves
@bagaluesunab
@akhand_bharat_b
@karthick_sk65
@nicolasmaduro
@climatewed
@natgeo

Top Tweeters in G6:
@john1966olsen
@pickooo
@tempkt
@colombiamuisca
@dwnews
@ineeshadvs
@theeconomist
@nowthisnews
@toasta_
@akuabafame

Top Tweeters in G7:
@3wombats
@lolamora2005
@forgerat
@bozzo1931
@bigvapingnunga
@bukumbooee
@martingaedt
@philrandal
@davestewart4444
@primate7

Top Tweeters in G8:
@lennaleprena
@evankirstel
@washumom
@lehimesa
@dancas2
@jjj5819
@morgfair
@normanbuffong
@cberrl
@blanketcrap

Top Tweeters in G9:
@jurylady5
@pckj3627
@minhkular
@slsandpet
@rbjron
@lyndsayfarlow
@danascully2
@leel06lee
@raywilton4
@devalara44

Top Tweeters in G10:
@sudeepkhatri
@ken_crichlow
@ketaminh
@markburgerenerg
@iteration23
@anonomouse1981
@knammari1
@beattiengiare
@solhog
@isad88


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