#climatechange, Twitter, 4/14/2022 9:43:23 AM, 274781


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#climatechange_2022-04-13_17-08-00.xlsx
#climatechange_2022-04-13_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 14, 2022
Short Description:
#climatechange via NodeXL https://bit.ly/3xtRXTw
@jfsebastian146
@jane__eden
@ipcc_ch
@imagine_garden
@ipbes
@safikhanmagical
@greenpeace
@arikring
@ellymelly
@allanmargolin

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

Description:
Description
The graph represents a network of 7,629 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 April 2022 at 00:21 UTC.

The requested start date was Thursday, 14 April 2022 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, 7-hour, 19-minute period from Monday, 11 April 2022 at 00:53 UTC to Wednesday, 13 April 2022 at 08:13 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 : 7629
Unique Edges : 5356
Edges With Duplicates : 12164
Total Edges : 17520
Number of Edge Types : 5
Retweet : 5203
MentionsInRetweet : 7075
Tweet : 1952
Replies to : 349
Mentions : 2941
Self-Loops : 2104
Reciprocated Vertex Pair Ratio : 0.0171054093080084
Reciprocated Edge Ratio : 0.0336354701321393
Connected Components : 1195
Single-Vertex Connected Components : 514
Maximum Vertices in a Connected Component : 4930
Maximum Edges in a Connected Component : 13803
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.483657
Graph Density : 0.000157352959270105
Modularity : 0.495285
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,629 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 April 2022 at 00:21 UTC.

The requested start date was Thursday, 14 April 2022 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, 7-hour, 19-minute period from Monday, 11 April 2022 at 00:53 UTC to Wednesday, 13 April 2022 at 08:13 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:
[14] https://citi.io/2018/04/26/the-diet-that-helps-fight-climate-change/
[11] https://www.foxnews.com/media/gingrich-border-carbon-footprint-biden
[8] https://www.linkedin.com/pulse/many-uses-cases-quantum-computing-have-yet-invented-michael-spencer-/
[8] https://www.linkedin.com/in/michaelkspencer/
[8] https://twinybots.ch/
[6] https://www.researchgate.net/publication/343666329_IMPLEMENTATION_OF_THE_PRINCIPLES_OF_SUSTAINABLE_ECONOMY_DEVELOPMENT_AS_A_KEY_ELEMENT_OF_THE_PRO-ECOLOGICAL_TRANSFORMATION_OF_THE_ECONOMY_TOWARDS_GREEN_ECONOMY_AND_CIRCULAR_ECONOMY?utm_source=twitter&rgutm_meta1=eHNsLTV1b0YvdzBnRlgxT0NJU2NiVXczandINnEvT1JCVHhIa3Vaekx2UUh3UWJyWUxoNGU4dHNGU1JhSStmOGZqeXY4WGtpajFDKzB0VTRzWkdJVTN2VnFnPT0%3D
[6] https://www.youtube.com/watch?v=53qPpTIl9Og&feature=youtu.be

[5] https://phys.org/news/2022-04-climate-major-threat-global-health.html
[5] https://opensea.io/collection/tree-project
[4] https://apnews.com/article/wildfires-business-california-environment-fires-098f18ec53e70732bb13384a7720559b

Top URLs in Tweet in G1:
[2] https://droughtmonitor.unl.edu/CurrentMap/StateDroughtMonitor.aspx?West
[2] https://www.oregonlive.com/environment/2022/04/un-report-calls-for-urgent-climate-action-as-oregon-advocates-push-for-state-to-do-more.html
[1] https://www.researchgate.net/publication/343666329_IMPLEMENTATION_OF_THE_PRINCIPLES_OF_SUSTAINABLE_ECONOMY_DEVELOPMENT_AS_A_KEY_ELEMENT_OF_THE_PRO-ECOLOGICAL_TRANSFORMATION_OF_THE_ECONOMY_TOWARDS_GREEN_ECONOMY_AND_CIRCULAR_ECONOMY?utm_source=twitter&rgutm_meta1=eHNsLTV1b0YvdzBnRlgxT0NJU2NiVXczandINnEvT1JCVHhIa3Vaekx2UUh3UWJyWUxoNGU4dHNGU1JhSStmOGZqeXY4WGtpajFDKzB0VTRzWkdJVTN2VnFnPT0%3D
[1] https://aiiaqld.tidyhq.com/public/schedule/events/41990-blue-pacific-strategic-opportunity-and-challenge
[1] https://www.ted.com/talks/carlos_m_duarte_the_unexpected_underwater_plant_fighting_climate_change
[1] https://bit.ly/F-PeruPotato
[1] https://www.bluegreenalliance.org/resources/global-efficiency-intelligence-releases-international-steel-climate-impact-report/
[1] https://www.bloombergquint.com/global-economics/food-prices-jump-most-on-record-as-war-sparks-supply-chaos
[1] http://www.pas-meeting.org/pas-2022/
[1] https://www.wired.com/story/as-climate-fears-mount-some-are-relocating-within-the-us/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned

Top URLs in Tweet in G2:
[6] https://www.youtube.com/watch?v=53qPpTIl9Og&feature=youtu.be

[5] https://twinybots.ch/
[4] https://citi.io/2018/04/26/the-diet-that-helps-fight-climate-change/
[2] https://msunited007.blogspot.com/2022/04/how-india-can-position-itself-as-low.html
[2] https://www.wired.com/story/as-climate-fears-mount-some-are-relocating-within-the-us/?bxid=5bea050a3f92a404693e91cf&cndid=11515084&esrc=profile-page&mbid=mbid%3DCRMWIR012019%0A%0A&source=EDT_WIR_NEWSLETTER_0_DAILY_ZZ&utm_brand=wired&utm_campaign=aud-dev&utm_content=WIR_Daily_040922&utm_mailing=WIR_Daily_040922&utm_medium=email&utm_source=nl&utm_term=P4
[2] https://blogs.worldbank.org/endpovertyinsouthasia/6-reasons-blame-plastic-pollution-climate-change
[2] https://dellyranks.com/women-more-impacted-by-climate-change/?feed_id=139401&_unique_id=62547dfbb761c
[2] https://twitter.com/disclosetv/status/1513603423903657987
[1] https://twitter.com/mollywood/status/1513245608978501635
[1] https://open.spotify.com/track/3UcZnjqx0CsnYXTA503E1j?si=d14f417c99524ab5

Top URLs in Tweet in G3:
[2] https://energyinfo.oregon.gov/blog/2022/4/11/oregon-global-warming-commission-to-meet-virtually-on-april-18
[2] https://www.usatoday.com/story/news/world/2022/02/28/un-climate-change-report/6927625001/
[2] https://www.raconteur.net/sustainability/climate-change-risks-and-the-future-of-insurance/
[2] https://worldwarzero.com/magazine/2022/03/climate-change-will-make-allergy-season-worse/
[2] https://cleantechnica.com/2022/03/10/esg-lawsuits-in-2022-challenge-environmental-reporting-discrepancies/
[2] https://worldwarzero.com/magazine/2022/03/changing-climate-changing-food-supply/
[2] https://www.theguardian.com/environment/2022/mar/10/oil-companies-corporate-free-speech-laws-climate-litigation
[2] https://sifted.eu/articles/climate-scientists-tech/
[2] https://worldwarzero.com/magazine/2022/03/new-ipcc-repo
[2] https://www.ecowatch.com/forever-chemicals-pfas-drinking-water-wells-public-private.html

Top URLs in Tweet in G4:
[2] https://www.tandfonline.com/doi/full/10.1080/2154896X.2022.2058216?cookieSet=1
[1] https://www.gq.com/story/eight-places-to-save-climate-change?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=gq&utm_social-type=earned
[1] https://twitter.com/LeeCamp/status/1513613541286232073
[1] https://baytobaynews.com/stories/study-africa-cyclones-exacerbated-by-climate-change,75941
[1] https://aippnet.org/recognising-contributions-indigenous-peoples-global-climate-action/
[1] https://www.theguardian.com/environment/2022/apr/04/ipcc-report-now-or-never-if-world-stave-off-climate-disaster
[1] https://www.ecowatch.com/global-climate-action-goals-irena.html
[1] https://unwomen.zoom.us/webinar/register/WN_mRrRzaIdTEiTa7FkFy0uPw
[1] https://traveltomorrow.com/why-building-greener-is-key-to-meeting-paris-climate-targets/
[1] https://www.worldbank.org/en/region/sar/brief/achieving-results-in-south-asia

Top URLs in Tweet in G5:
[3] https://www.thegef.org/newsroom/press-releases/countries-pledge-record-support-global-environment-facility
[2] https://www.bloomberg.com/tosv2.html?uuid=77afe0a5-b994-11ec-9636-504f4b51566c&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wNC0wNC9maXZlLXRha2Vhd2F5cy1mcm9tLXRoZS11bi1zLWxhdGVzdC0zLTAwMC1wYWdlLWNsaW1hdGUtcmVwb3J0P3NybmQ9Z3JlZW4tZW5lcmd5LXNjaWVuY2U%3D&utm_campaign=PostBeyond&utm_source=Twitter&utm_medium=Social&utm_term=%23389119
[2] https://www.rateitgreen.com/green-building-articles/inclusivity-and-equality-essential-pieces-to-the-climate-change-action-puzzle/120
[1] https://twitter.com/OutrageOptimism/status/1511659997419249671
[1] http://www.ipcc.ch/report/sixth-assessment-report-working-group-3/
[1] https://forestsnews.cifor.org/76782/recognize-full-value-of-forests-and-land-use-in-fight-for-climate?fnl=en
[1] https://www.youtube.com/watch?v=RFHvq-8np1o

[1] https://twitter.com/UNBiodiversity/status/1512854857970958342
[1] https://geofftansey.wordpress.com/2022/04/08/the-multiple-roles-for-agriculture-forestry-and-other-land-use-change-in-mitigating-climate-change-findings-from-latest-ipcc-report-interview-with-dr-jo-house/
[1] https://bit.ly/3uYHTPv

Top URLs in Tweet in G6:
[8] https://www.linkedin.com/pulse/many-uses-cases-quantum-computing-have-yet-invented-michael-spencer-/
[8] https://www.linkedin.com/in/michaelkspencer/
[4] https://www.researchgate.net/publication/343666329_IMPLEMENTATION_OF_THE_PRINCIPLES_OF_SUSTAINABLE_ECONOMY_DEVELOPMENT_AS_A_KEY_ELEMENT_OF_THE_PRO-ECOLOGICAL_TRANSFORMATION_OF_THE_ECONOMY_TOWARDS_GREEN_ECONOMY_AND_CIRCULAR_ECONOMY?utm_source=twitter&rgutm_meta1=eHNsLTV1b0YvdzBnRlgxT0NJU2NiVXczandINnEvT1JCVHhIa3Vaekx2UUh3UWJyWUxoNGU4dHNGU1JhSStmOGZqeXY4WGtpajFDKzB0VTRzWkdJVTN2VnFnPT0%3D
[4] https://www.weforum.org/agenda/2021/11/climate-change-rising-temperatures-may-force-humans-move?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=06/11/2021+11:00
[2] https://www.researchgate.net/publication/343666329_IMPLEMENTATION_OF_THE_PRINCIPLES_OF_SUSTAINABLE_ECONOMY_DEVELOPMENT_AS_A_KEY_ELEMENT_OF_THE_PRO-ECOLOGICAL_TRANSFORMATION_OF_THE_ECONOMY_TOWARDS_GREEN_ECONOMY_AND_CIRCULAR_ECONOMY?utm_source=twitter&rgutm_meta1=eHNsLUxkeFhhYWMvMDdqQnd4d2d6Y3NXVU00MUNLWFhpdCtNeDhxazluQWFQdS9DbGFqdUNFSlhBT2MzdlZVZVVqaThNSWlYZXcxZHFPR00zMFIvNEdRRHhBPT0%3D
[1] https://cleantechnica.com/2022/04/11/top-non-tesla-electric-cars-in-usa-had-only-token-sales-in-2021/#ElectricVehicles
[1] https://ecowatt.io/
[1] https://app.box.com/s/3dw7ri1c61hkbkv9559dapwzfql9e4v6

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2022/04/04/opinion/environment/california-drought-wildfires.html

Top URLs in Tweet in G8:
[7] https://citi.io/2018/04/26/the-diet-that-helps-fight-climate-change/
[5] https://phys.org/news/2022-04-climate-major-threat-global-health.html
[3] https://citi.io/2018/04/24/what-people-get-wrong-about-climate-change/
[3] https://citi.io/2022/03/11/how-climate-change-will-push-people-toward-violence/
[1] https://conbio.onlinelibrary.wiley.com/doi/10.1111/conl.12858
[1] https://www.nytimes.com/2022/04/04/climate/climate-change-ipcc-un.html
[1] https://nature4climate.org/
[1] https://www.straitstimes.com/singapore/environment/green-pulse-podcast-the-race-to-adapt-in-asia-as-climate-risks-grow
[1] https://www.iucn.org/theme/nature-based-solutions
[1] https://oneconcern.com/en/news/ipcc-report-says-climate-change-is-here-we-need-to-adapt-to-build-resilience/

Top Domains
Top Domains in Tweet in Entire Graph:
[349] twitter.com
[121] youtube.com
[84] blogspot.com
[62] bit.ly
[52] theguardian.com
[50] cleantechnica.com
[45] co.uk
[45] linkedin.com
[32] phys.org
[28] com.au

Top Domains in Tweet in G1:
[48] twitter.com
[11] youtube.com
[8] bit.ly
[7] orfonline.org
[6] instagram.com
[6] theglobalaffairsnews.com
[5] blogspot.com
[5] greenhydrogen-india.com
[4] oregonlive.com
[4] unl.edu

Top Domains in Tweet in G2:
[78] twitter.com
[25] youtube.com
[16] theguardian.com
[10] co.uk
[7] nytimes.com
[7] linkedin.com
[6] medium.com
[6] fastcompany.com
[6] people.best
[6] app.best

Top Domains in Tweet in G3:
[25] blogspot.com
[22] twitter.com
[21] natecosystem.com
[14] youtube.com
[11] co.uk
[10] worldwarzero.com
[9] gpwx.news
[9] theguardian.com
[7] amazon.com
[6] sfu.ca

Top Domains in Tweet in G4:
[9] twitter.com
[7] youtube.com
[6] zoom.us
[6] worldbank.org
[4] bit.ly
[4] blogspot.com
[3] theconversation.com
[3] ourocean2022.pw
[3] phys.org
[3] baytobaynews.com

Top Domains in Tweet in G5:
[12] twitter.com
[9] bit.ly
[8] thegef.org
[7] ipcc.ch
[5] theguardian.com
[5] cifor-icraf.org
[3] mongabay.com
[3] instagram.com
[3] youtube.com
[2] undp.org

Top Domains in Tweet in G6:
[44] cleantechnica.com
[31] linkedin.com
[14] weforum.org
[13] insideevs.com
[8] venturebeat.com
[8] thepetitionsite.com
[7] box.com
[6] researchgate.net
[6] reinsurancene.ws
[5] techxplore.com

Top Domains in Tweet in G7:
[3] com.au
[3] nytimes.com
[2] twitter.com
[2] net.au
[1] co.za
[1] youtube.com
[1] npr.org
[1] news24.com

Top Domains in Tweet in G8:
[19] phys.org
[13] citi.io
[3] royalsociety.org
[2] iucn.org
[2] reuters.com
[2] gothamist.com
[2] newrepublic.com
[2] ifaw.org
[1] wiley.com
[1] nytimes.com

Top Domains in Tweet in G9:
[4] twitter.com
[3] grist.org
[2] clubofmozambique.com
[2] worldweatherattribution.org
[1] news24.com
[1] bit.ly
[1] climatecentre.org
[1] pewtrusts.org

Top Domains in Tweet in G10:
[12] twitter.com
[1] cnbc.com
[1] unccd.int
[1] youtube.com
[1] youngzine.org
[1] buff.ly
[1] bit.ly
[1] soilassociation.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5413] climatechange
[653] climatecrisis
[479] climateaction
[449] environment
[385] globalwarming
[363] climate
[277] nature
[266] sustainability
[167] biodiversity
[144] protect



Top Hashtags in Tweet in G1:
[755] climatechange
[92] climatecrisis
[55] globalwarming
[46] environment
[43] climate
[41] climateaction
[37] plastiks
[29] nature
[23] celo
[21] deforestation

Top Hashtags in Tweet in G2:
[597] climatechange
[54] climatecrisis
[45] environment
[43] globalwarming
[36] climateaction
[26] climate
[21] sustainability
[20] nature
[15] climateemergency
[14] gogreen

Top Hashtags in Tweet in G3:
[527] climatechange
[185] climateaction
[152] climatecrisis
[116] globalwarming
[105] environment
[92] climate
[54] savetheplanet
[39] april
[39] spring
[36] nature

Top Hashtags in Tweet in G4:
[299] climatechange
[53] climateaction
[40] climate
[32] globalwarming
[30] environment
[26] generationequality
[25] ouroceanpalau
[24] energy
[21] fossil
[21] fuel

Top Hashtags in Tweet in G5:
[229] climatechange
[48] ipcc
[31] climatereport
[18] climateaction
[16] biodiversity
[14] climatecrisis
[12] sustainability
[10] climate
[9] ipccreport
[8] worldhealthday

Top Hashtags in Tweet in G6:
[159] climatechange
[57] tesla
[57] ev
[56] renewables
[45] renewableenergy
[35] environment
[34] sustainability
[28] deforestation
[20] climateaction
[17] electricvehicles

Top Hashtags in Tweet in G7:
[114] climatechange
[49] globalwarming
[45] climatecrisis
[38] environment
[38] sustainability
[37] nature
[37] savetheplanet
[37] climate
[13] r4today
[13] partygate

Top Hashtags in Tweet in G8:
[130] climatechange
[18] climatereport
[11] sealhunt
[8] rsclimate
[8] cdnpoli
[7] airpollution
[7] canada
[7] stopthesealhunt
[7] diet
[6] transmountain

Top Hashtags in Tweet in G9:
[70] tropicalstorm
[70] megi
[30] climatechange
[7] oceanprotectionleague
[7] savetheocean
[7] ocean
[7] beach
[6] madagascar
[6] malawi
[5] nature

Top Hashtags in Tweet in G10:
[60] climatechange
[42] savesoil
[20] climatecrisis
[14] consciousplanet
[11] climateaction
[8] climate
[8] heatwaves
[8] soil
[6] savesoilsavelife
[6] earthbuddy

Top Words
Top Words in Tweet in Entire Graph:
[5412] #climatechange
[1216] climate
[788] change
[718] more
[653] #climatecrisis
[479] #climateaction
[449] #environment
[410] people
[385] #globalwarming
[380] #climate

Top Words in Tweet in G1:
[755] #climatechange
[154] climate
[121] more
[111] change
[92] #climatecrisis
[58] world
[55] #globalwarming
[47] global
[46] #environment
[46] #climate

Top Words in Tweet in G2:
[596] #climatechange
[168] climate
[106] change
[64] more
[54] #climatecrisis
[45] #environment
[43] #globalwarming
[36] #climateaction
[33] world
[31] future

Top Words in Tweet in G3:
[527] #climatechange
[185] #climateaction
[152] #climatecrisis
[116] #globalwarming
[115] climate
[105] #environment
[101] change
[92] #climate
[73] profstrachan
[71] people

Top Words in Tweet in G4:
[299] #climatechange
[130] climate
[76] change
[59] ocean
[53] #climateaction
[53] health
[53] more
[52] human
[51] ouroceanpalau
[46] government

Top Words in Tweet in G5:
[229] #climatechange
[112] ipcc_ch
[69] report
[62] climate
[61] latest
[54] more
[48] #ipcc
[41] emissions
[41] #cl
[40] time

Top Words in Tweet in G6:
[159] #climatechange
[57] #tesla
[57] #ev
[56] #renewables
[45] #renewableenergy
[35] #environment
[35] zxcxz_xyz
[34] #sustainability
[33] energy
[32] year

Top Words in Tweet in G7:
[114] #climatechange
[49] #globalwarming
[48] people
[45] #climatecrisis
[38] #environment
[38] #sustainability
[37] hear
[37] roar
[37] #nature
[37] #savetheplanet

Top Words in Tweet in G8:
[130] #climatechange
[60] ipbes
[49] more
[25] action
[25] world
[24] learn
[24] health
[22] time
[22] emissions
[21] evidence

Top Words in Tweet in G9:
[74] affected
[73] greenpeace
[72] communities
[70] thoughts
[70] philippines
[70] #tropicalstorm
[70] #megi
[70] middle
[70] dry
[69] seas

Top Words in Tweet in G10:
[60] #climatechange
[53] sadhgurujv
[50] cpsavesoil
[42] #savesoil
[35] soil
[34] initiative
[32] scientists
[32] engage
[32] discussion
[32] '

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[624] climate,change
[180] #climatechange,#climatecrisis
[141] #protect,#coralreefs
[118] #climatechange,#climateaction
[110] learn,more
[104] effects,#climatechange
[99] #climatechange,#environment
[96] #climatechange,#globalwarming
[96] #climatecrisis,#climatechange
[96] #biodiversity,#climatechange

Top Word Pairs in Tweet in G1:
[81] climate,change
[28] effects,#climatechange
[25] #climatecrisis,#climatechange
[20] #climatechange,#climatecrisis
[19] sea,level
[19] level,rise
[19] harmful,effects
[16] #globalwarming,#climatechange
[15] #environment,#climatechange
[15] fight,harmful

Top Word Pairs in Tweet in G2:
[101] climate,change
[18] change,#climatechange
[16] #climatechange,#climatecrisis
[15] #climatechange,#globalwarming
[12] #climatechange,#environment
[11] #globalwarming,#climatechange
[10] #climatecrisis,#climatechange
[9] #climatechange,#climateaction
[9] learn,more
[8] #climate,#climatechange

Top Word Pairs in Tweet in G3:
[71] climate,change
[45] #climatechange,#globalwarming
[43] #climatechange,#climateaction
[39] #april,#spring
[38] #environment,#climatechange
[31] #climateaction,#climatecrisis
[30] #globalwarming,#savetheplanet
[29] #climatecrisis,#climateaction
[28] napbot,aqi
[28] profstrachan,#climatecrisis

Top Word Pairs in Tweet in G4:
[49] climate,change
[38] emergency,responders
[38] responders,diplomats
[38] diplomats,defence
[38] defence,personnel
[38] personnel,health
[38] health,workers
[38] workers,calling
[38] calling,australia's
[38] australia's,next

Top Word Pairs in Tweet in G5:
[28] ipcc_ch,report
[22] latest,ipcc_ch
[22] emissions,2030
[22] released,latest
[21] evidence,clear
[21] clear,time
[21] time,action
[21] action,halve
[21] halve,emissions
[21] 2030,#ipcc

Top Word Pairs in Tweet in G6:
[57] #tesla,#ev
[35] #ev,#climatechange
[28] #climatechange,#renewables
[28] brazil's,amazon
[28] amazon,rainforest
[28] rainforest,already
[28] already,reached
[28] reached,#deforestation
[28] #deforestation,record
[28] record,year

Top Word Pairs in Tweet in G7:
[37] hear,roar
[37] roar,#climatechange
[37] #climatechange,#environment
[37] #environment,#sustainability
[37] #sustainability,#nature
[37] #nature,#globalwarming
[37] #globalwarming,#savetheplanet
[37] #savetheplanet,#climate
[37] #climate,#climatecrisis
[36] energyhouseva,hear

Top Word Pairs in Tweet in G8:
[24] learn,more
[21] evidence,clear
[21] clear,time
[21] time,action
[21] action,world
[21] world,halve
[21] halve,emissions
[21] emissions,2030
[21] 2030,learn
[21] more,key

Top Word Pairs in Tweet in G9:
[70] thoughts,communities
[70] communities,philippines
[70] philippines,affected
[70] affected,#tropicalstorm
[70] #tropicalstorm,#megi
[70] #megi,middle
[70] middle,dry
[69] greenpeace,thoughts
[69] dry,seas
[11] loosing,tree

Top Word Pairs in Tweet in G10:
[32] scientists,engage
[32] engage,discussion
[32] discussion,sadhgurujv
[32] sadhgurujv,'
[32] ',4per1000'
[32] 4per1000',initiative
[32] initiative,introduced
[31] cpsavesoil,scientists
[30] introduced,french
[28] french,go

Top Replied-To
Top Replied-To in Entire Graph:
@_globalcrisis_
@creativescty
@maddiehalla
@cryptojack
@gmb
@potus
@altcoinworldcom
@anjsharmaaa
@sadhgurujv
@cryptogemscom

Top Replied-To in G1:
@cryptojack
@altcoinworldcom
@anjsharmaaa
@cryptogemscom
@illacdiaz
@whaleeverything
@ronnisalt
@bscgemsalert
@imagesbyfresh
@myers_rb

Top Replied-To in G2:
@ssembatyahikim1

Top Replied-To in G3:
@hanslak
@solhog
@amongstwits
@jellsmoor
@zu_demir
@de_nva
@abiyahmedali
@jacquelyngill

Top Replied-To in G4:
@khulood_almani
@climatehuman
@cor7777
@martharaquel_
@ipcc_ch
@climatecomms
@thecarthorse1
@surangeljr
@lifeboathq
@drewtumaabc7

Top Replied-To in G5:
@maddiehalla
@by_concrete
@wepclimate
@stockholmplus50
@thefreds
@chloesturmann
@wescanroar
@unfccc

Top Replied-To in G7:
@tinker_bell0
@thelahorewala
@ewnupdates
@ctxrebellion
@news24
@nytimes
@gacsbike
@chriscartw83

Top Replied-To in G8:
@canadiangreens

Top Replied-To in G9:
@greenpeace
@news24

Top Replied-To in G10:
@sadhgurujv
@leodicaprio
@cpsavesoil
@tweetspoo
@sdg2030
@unccd
@aghorarideraju

Top Mentioned
Top Mentioned in Entire Graph:
@ipcc_ch
@profstrachan
@_globalcrisis_
@greenpeace
@ellymelly
@drjeffmasters
@ipbes
@riteboss
@ouroceanpalau
@sadhgurujv

Top Mentioned in G1:
@plastiks_io
@lopezresists
@caramia200
@xrana_xrisn
@ipcc_ch
@nenagh9
@amarjeetsohiyeg
@ashrite2
@wired
@profstrachan

Top Mentioned in G2:
@wm_books
@concordtimes
@discrepancyr
@studioremix
@factscom6
@jenmcpherson55
@gathinyejoan
@royalsoced
@gngagritech
@ragusosergio

Top Mentioned in G3:
@profstrachan
@napbot
@jackthelad1947
@earthmanat
@al_maldives
@ecowarriorss
@advanceesg
@earthaccounting
@amazingchevvolt
@billmckibben

Top Mentioned in G4:
@ouroceanpalau
@climatecouncil
@un_women
@undrr
@unep
@surangeljr
@wbg_climate
@nvallangi
@ungeneva
@undpnepal

Top Mentioned in G5:
@ipcc_ch
@unfccc
@undp
@thegef
@un
@hyphen_labs
@icraf
@who
@unep
@cifor

Top Mentioned in G6:
@zxcxz_xyz
@ipfconline1
@tiredearth
@jamesvgingerich
@wef
@kyle_l_wiggers
@venturebeat
@envirovigyan
@researchgate
@soilsolutions

Top Mentioned in G7:
@energyhouseva
@ctxrebellion
@oracleoftears
@josiemcskimming
@stuffjolikes
@karajarina
@tearfundaus
@nytimes
@myanc
@cyrilramaphosa

Top Mentioned in G8:
@ipbes
@royalsociety
@physorg_com
@wmo
@ipcc
@rutgersu
@rsocpublishing
@worldbankwater
@ecobrahmakumari
@citidotio

Top Mentioned in G9:
@greenpeace
@savethano
@articlegrouporg
@wxrisk
@evolvingcaveman
@drworkneh
@ifrcafrica
@antarcticasouth
@carbonbrief
@zaclimatenews

Top Mentioned in G10:
@sadhgurujv
@cpsavesoil
@4per1000
@unccd
@cfr_org
@purnaantje
@leodicaprio
@ishabhagyashree
@alexcocastro
@ibrahimthiaw

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@filafresh
@jurylady5
@chidambara09
@lennaleprena
@xaelbot
@geoffrey_payne
@lindaleeking
@mhall55nine
@cybersecurityn8

Top Tweeters in G1:
@geoffrey_payne
@jfsebastian146
@researchmrx
@morpheusbeing
@dawnroseturner
@toddcastpodcast
@leel06lee
@1feralkat
@eclectelectric
@dmashak

Top Tweeters in G2:
@allafrica
@sillymickel
@vannschaffner
@theblackexodus
@mycomfor
@sfbusinesstimes
@hitecsoftouch
@firingouty
@triplepundit
@iluvhorseracing

Top Tweeters in G3:
@jurylady5
@reuters
@jmhamiltonblog
@ggg_says
@irishtimes
@njdoc
@melissajpeltier
@cberrl
@normanbuffong
@mlczone

Top Tweeters in G4:
@lorettabower3
@al_maldives
@adunlea
@channelnewsasia
@janiecestaton
@ana_captures
@nicochan33
@bprophetable
@olumideidowu
@heysyd

Top Tweeters in G5:
@john1966olsen
@forbes
@bagaluesunab
@ineeshadvs
@daveunger3
@smh
@ms_msmarshas
@whitelotus3_9
@robvprime
@suncemore1

Top Tweeters in G6:
@chidambara09
@xaelbot
@meomy1236
@calcaware
@ssxman2
@education_24x7
@tdzwilewski
@akwyz
@jamesvgingerich
@ilovebooks786

Top Tweeters in G7:
@lennaleprena
@davidbewart
@irisstylosa
@nytimes
@p_staatz
@ewnupdates
@beattiengiare
@andrew_s_hatton
@agussari
@jackbollocks

Top Tweeters in G8:
@anselmonadir
@wernerkeil
@fred7722
@kaylauffer1
@yahoonews
@rajiv1959
@bugjudy
@coyotegulch
@emoontx
@earthaccounting

Top Tweeters in G9:
@ken_crichlow
@news24
@bquest_shipsco_
@stablegeniusinc
@45albannach
@elizabethliza16
@eurocentrique
@grannysidney
@larckeningxuruo
@lauriefare1

Top Tweeters in G10:
@lawlor224
@protectingterra
@carolndosi
@rrealneilnash
@sdg2030
@berniehollywood
@krosenlund_com
@garym
@renganathanr
@regina21760289


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