climateaction, Twitter, 7/12/2021 3:56:32 AM, 258567


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climateaction Twitter NodeXL SNA Map and Report for Sunday, 11 July 2021 at 10:31 UTC
climateaction Twitter NodeXL SNA Map and Report for Sunday, 11 July 2021 at 10:31 UTC
From:
Smartkiwi
Uploaded on:
July 12, 2021
Short Description:
climateaction via NodeXL https://bit.ly/2Vx6UmV
@sustaintrends
@eco1start
@antonioguterres
@drgjackbrown
@pauledawson
@jane__eden
@landermiddle
@cop26
@ekboondhpani
@mikehudema

Top hashtags:
#climateaction
#climatecrisis
#climateemergency
#climatechange
#cop26

Description:
Description
The graph represents a network of 13,081 Twitter users whose recent tweets contained "climateaction", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 11 July 2021 at 12:53 UTC.

The tweets in the network were tweeted over the 3-day, 2-hour, 0-minute period from Thursday, 08 July 2021 at 08:30 UTC to Sunday, 11 July 2021 at 10:30 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 : 13081
Unique Edges : 37340
Edges With Duplicates : 35295
Total Edges : 72635
Number of Edge Types : 5
Retweet : 14165
Mentions : 10721
MentionsInRetweet : 43267
Replies to : 1937
Tweet : 2545
Self-Loops : 3024
Reciprocated Vertex Pair Ratio : 0.0220816452247258
Reciprocated Edge Ratio : 0.043209161083938
Connected Components : 679
Single-Vertex Connected Components : 309
Maximum Vertices in a Connected Component : 11574
Maximum Edges in a Connected Component : 70934
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.793664
Graph Density : 0.0002521281771283
Modularity : 0.465523
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 13,081 Twitter users whose recent tweets contained "climateaction", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 11 July 2021 at 12:53 UTC.

The tweets in the network were tweeted over the 3-day, 2-hour, 0-minute period from Thursday, 08 July 2021 at 08:30 UTC to Sunday, 11 July 2021 at 10:30 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 : TwitterSearch
Graph Term : climateaction
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:
[148] https://un.org/actnow
[126] https://itunes.apple.com/us/movie/eve-n-god-this-female-is-not-yet-rated/id1447735793
[110] https://music.apple.com/us/album/this-female-is-not-yet-rated/1402313761
[110] https://medium.com/@mondofilm/interview-with-cali-lili-from-eve-n-god-this-female-is-not-yet-rated-6d50611b758e
[106] https://music.apple.com/us/album/rules-of-engagement-and-rag-tag-rap-tag-single/1434361355
[93] https://www.theguardian.com/environment/2021/jul/08/heat-dome-canada-pacific-northwest-animal-deaths
[75] https://climateandhealthalliance.org/press-releases/healthy-ndcs-scorecard-exposes-health-gaps-in-national-climate-policies-ahead-of-cop26
[68] https://www.washingtonpost.com/climate-environment/2021/07/03/climate-change-heat-dome-death/?tid=ss_tw
[65] https://www.nst.com.my/opinion/columnists/2021/07/706650/global-solidarity-needs-action-not-words
[65] https://www.getrevue.co/profile/pauledawson

Top URLs in Tweet in G1:
[126] https://itunes.apple.com/us/movie/eve-n-god-this-female-is-not-yet-rated/id1447735793
[119] https://un.org/actnow
[110] https://music.apple.com/us/album/this-female-is-not-yet-rated/1402313761
[110] https://medium.com/@mondofilm/interview-with-cali-lili-from-eve-n-god-this-female-is-not-yet-rated-6d50611b758e
[106] https://music.apple.com/us/album/rules-of-engagement-and-rag-tag-rap-tag-single/1434361355
[41] https://media.un.org/en/asset/k1v/k1vqwtom7l
[36] https://www.unep.org/resources/practical-guide-climate-resilient-buildings
[35] https://www.count-us-in.org/en-gb/steps/
[34] https://www.humanrights.dk/events/high-level-political-forum-event-ensuring-sustainable-recovery-delivers-human-rights-2030
[33] https://alliancehydromet.org/gap-report/

Top URLs in Tweet in G2:
[50] https://www.nst.com.my/opinion/columnists/2021/07/706650/global-solidarity-needs-action-not-words
[28] https://www.nature.com/articles/d41586-018-07586-5
[26] https://amp.theguardian.com/world/2020/aug/08/india-prime-minister-narendra-modi-plans-to-fell-ancient-forest-to-create-40-new-coal-fields?__twitter_impression=true
[18] https://un.org/actnow
[16] https://thedriven.io/2021/07/09/vb-beer-deliveries-go-green-with-volvo-electric-delivery-truck/#disqus_thread
[15] https://www.un.org/sg/en/content/sg/statement/2021-07-08/secretary-generals-video-message-the-first-climate-vulnerable-finance-summit
[12] https://reneweconomy.com.au/singapores-largest-floating-solar-plant-begins-commercial-operation/
[12] https://twitter.com/abdulla_shahid/status/1413070549517963265
[11] https://www.iata.org/en/iata-repository/pressroom/presentations/environment-zero-carbon-at-iata-global-media-days-july-2021/
[9] https://thedriven.io/2021/07/09/mg-topples-tesla-as-every-second-car-sold-in-sweden-now-electric/#disqus_thread

Top URLs in Tweet in G3:
[56] https://www.washingtonpost.com/climate-environment/2021/07/03/climate-change-heat-dome-death/?tid=ss_tw
[45] https://www.theguardian.com/science/2021/jun/17/earth-trapping-heat-study-nasa-noaa
[42] https://www.theguardian.com/lifeandstyle/2021/apr/25/going-vegan-can-switching-to-a-plant-based-diet-really-save-the-planet
[41] https://www.getrevue.co/profile/pauledawson
[30] https://theconversation.com/peatlands-worldwide-are-drying-out-threatening-to-release-860-million-tonnes-of-carbon-dioxide-every-year-162438?utm_source=twitter&utm_medium=bylinetwitterbutton
[29] https://www.reuters.com/business/environment/deforestation-brazils-amazon-rainforest-rises-fourth-straight-month-2021-07-09/
[29] https://www.theguardian.com/environment/2021/may/27/call-for-g7-cornwall-summit-to-forge-global-plastic-pollution-treaty
[25] https://twitter.com/KevinClimate/status/1413469781886373891
[18] https://www.usatoday.com/story/tech/2021/05/27/facebook-youtube-twitter-climate-misinformation-lies/7458465002/
[17] https://www.theguardian.com/environment/2021/jun/30/climate-crimes-oil-and-gas-environment

Top URLs in Tweet in G4:
[23] https://twitter.com/DrGJackBrown/status/1413664310404861960
[13] https://twitter.com/Craigpa20/status/1414005596144095237
[8] https://UK100.us15.list-manage.com/subscribe?u=7dd3ad977b6f9a787e833efcd&id=517e1b1d41
[5] https://uk.virtualeventhosts.com/UK100-Netzero/register
[4] https://www.uk100.org/publications/power-shift
[3] https://twitter.com/alexckaufman/status/1413256756747198472
[3] https://www.uk100.org/careers
[3] https://twitter.com/sfchronicle/status/1412862376408358918
[3] https://www.nbcnews.com/science/environment/us-just-experienced-hottest-june-record-rcna1378
[2] https://www.uk100.org/events/international-net-zero-local-leadership-conference

Top URLs in Tweet in G5:
[25] https://twitter.com/arikring/status/1413622846572609538
[13] https://www.theguardian.com/environment/2021/jul/09/australian-government-to-appeal-ruling-that-it-must-protect-children-from-climate-harm
[13] https://twitter.com/arikring/status/1413248863188697092
[10] https://reneweconomy.com.au/batteries-getting-bigger-and-leaping-to-four-year-storage-as-market-changes/
[9] https://www.theguardian.com/environment/2021/jul/10/one-more-mine-does-make-a-difference-australian-children-argue-for-the-climate-and-the-law-agrees
[7] https://twitter.com/CNN/status/1278634797880037376
[6] https://climateactionaustralia.wordpress.com/2021/07/11/clean-energy-is-the-future-so-why-are-some-investors-still-supporting-the-dying-fossil-fuel-economy-the-independent-fundourfuturenotgas-stopadani-divest-hsbc-blackrock-sussanley-cl/
[6] https://www.theguardian.com/lifeandstyle/2021/apr/25/going-vegan-can-switching-to-a-plant-based-diet-really-save-the-planet
[5] https://reneweconomy.com.au/singapores-largest-floating-solar-plant-begins-commercial-operation/
[5] https://reneweconomy.com.au/energyaustralia-says-yallourn-coal-generator-to-close-early-in-2028/

Top URLs in Tweet in G6:
[9] https://twitter.com/windowgatribble/status/1412609088307929092
[7] https://twitter.com/ANewU2day/status/1412670345484591109
[7] https://twitter.com/windowgatribble/status/1413558349958811653
[6] https://twitter.com/ANewU2day/status/1412670347669819393
[6] https://www.ecoluxlifestyle.co/summertime-patio-picnic-burgerland-plenty-hard-casus-grill/
[4] https://twitter.com/ANewU2day/status/1413032757547180032
[4] https://twitter.com/ANewU2day/status/1413032751981289479
[4] https://twitter.com/EarthManat/status/1408098566925660171
[3] https://edition.cnn.com/travel/article/dubai-camel-hospital/index.html
[3] https://twitter.com/Verywimp/status/1412724114385739776

Top URLs in Tweet in G7:
[8] https://twitter.com/EkBoondhPani/status/1413488044078948353
[7] https://www.cbsnews.com/news/climate-change-methane-natural-gas-oil-emissions/
[4] https://twitter.com/projectdrawdown/status/1414011807446994945
[4] https://mailchi.mp/bea72a17ad1e/vcn-heat-related-hospitalizations-on-the-rise
[3] https://edition.cnn.com/interactive/2021/07/us/american-south-biomass-energy-invs/?iid=cnn-mobile-app&adobe_mc=TS%3D1625879622%7CMCMID%3D12315037400343339677971909689232068456%7CMCAID%3D3069EA678AD4DACA-600009E1C32C1F1E%7CMCORGID%3D7FF852E2556756057F000101%40AdobeOrg
[2] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[1] https://theconversation.com/peatlands-worldwide-are-drying-out-threatening-to-release-860-million-tonnes-of-carbon-dioxide-every-year-162438?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://e360.yale.edu/features/how-returning-lands-to-native-tribes-is-helping-protect-nature

Top URLs in Tweet in G8:
[76] https://www.theguardian.com/environment/2021/jul/08/heat-dome-canada-pacific-northwest-animal-deaths
[56] https://www.ecowatch.com/out-for-sustainability-2653703495.html
[41] https://www.sustainabledecisions.eu/
[28] https://www.climatecentral.org/news/climate-change-is-threatening-air-quality-across-the-country-2019
[27] https://www.solveoregon.org/beach-riverside-cleanup
[26] https://medialibrary.climatecentral.org/resources/heat-and-hospitalizations?fbclid=IwAR1WWJrvGfapUr8mTEXm3ZccAI3mM3v_WsBAKW2LWzQT6w3CwxFRP-fiULw
[21] https://www.climate.noaa.gov/News/ArtMID/7875/ArticleID/2220/CPO-and-Community-Scientists-to-Map-Urban-Heat-Inequities-in-11-States
[19] https://indianexpress.com/article/explained/explained-pakistan-jacobabad-crossed-a-temperature-threshold-too-severe-for-human-tolerance-7383104/?fbclid=IwAR1EFTq3-8srmHBwrZ9dt1AljbSh-TCv2ONfmTLwor8lnmMlUOK8syIzy6g
[16] https://climate.gov/news-features/climate-case-studies/road-resilience?fbclid=IwAR2vXf7cGdD585AKAy-c9o64I_l_f7vMEXUhF5uYQc3K88ddzhldf-8Sx48
[16] https://climate.gov/news-features/blogs/enso/july-2021-enso-update-la-ni%C3%B1a-watch

Top URLs in Tweet in G9:
[4] https://docs.google.com/forms/d/e/1FAIpQLSfDZzxR0Yz8jOXLQd2iiYyxB1__OcjnF4VnOQUcteYU4KD60A/viewform
[3] https://www.eventbrite.ca/e/sustainable-consumption-and-production-tickets-161671129701
[2] https://www.theguardian.com/science/2021/jul/07/world-must-step-up-preparations-for-extreme-heat
[2] https://www.pratinidhiodia.in/page_details.php?id=115599
[2] https://www.bbc.co.uk/news/science-environment-57751918
[2] https://www.rateitgreen.com/green-building-articles/understanding-healthy-soil-and-climate-change/131
[2] https://www.retailgazette.co.uk/blog/2021/07/hm-ikea-bq-walmart-team-up-to-tackle-climate-change/
[2] https://twitter.com/UNFCCC/status/1413147508566495236
[2] https://twitter.com/jasonhickel/status/1413155170985250821
[2] https://twitter.com/FlorAdelaida/status/1413422499661062144

Top URLs in Tweet in G10:
[19] https://www.betterworld.info/Climatecrisis
[4] https://climate.law.columbia.edu/sites/default/files/content/docs/Michael%20Gerrard/NYLJ07072021498316Arnold.pdf
[4] https://www.law.columbia.edu/news/archive/defending-planet-environmental-justice#.YOdXXQZP4kQ.twitter
[4] https://www.theguardian.com/commentisfree/2021/jul/08/bbc-climate-change-deniers-fossil-fuel-broadcasters
[3] https://twitter.com/bbcneandcumbria/status/1413008342474186754?s=21
[2] https://twitter.com/v20group/status/1413142983189286923
[1] https://twitter.com/SabinCenter/status/1413572217108111365
[1] https://twitter.com/ClimateEnvoy/status/1413221620324372482
[1] https://theconversation.com/most-buildings-were-designed-for-an-earlier-climate-heres-what-will-happen-as-global-warming-accelerates-163672
[1] https://www.theguardian.com/lifeandstyle/2021/apr/25/going-vegan-can-switching-to-a-plant-based-diet-really-save-the-planet

Top Domains
Top Domains in Tweet in Entire Graph:
[2735] twitter.com
[731] theguardian.com
[448] blogspot.com
[389] un.org
[372] youtube.com
[356] apple.com
[252] co.uk
[140] medium.com
[139] com.au
[128] unfccc.int

Top Domains in Tweet in G1:
[1607] twitter.com
[438] blogspot.com
[354] apple.com
[307] un.org
[278] theguardian.com
[185] co.uk
[143] youtube.com
[116] medium.com
[96] unfccc.int
[76] ogimet.com

Top Domains in Tweet in G2:
[58] twitter.com
[51] com.au
[50] com.my
[46] un.org
[45] theguardian.com
[28] nature.com
[27] thedriven.io
[13] org.au
[12] unwto.org
[11] iata.org

Top Domains in Tweet in G3:
[191] theguardian.com
[90] twitter.com
[75] getrevue.co
[59] bloomberg.com
[56] washingtonpost.com
[34] theconversation.com
[33] youtube.com
[29] reuters.com
[18] usatoday.com
[15] yale.edu

Top Domains in Tweet in G4:
[49] twitter.com
[9] uk100.org
[8] list-manage.com
[5] virtualeventhosts.com
[3] nbcnews.com
[3] theguardian.com
[2] phys.org
[2] bloomberg.com
[2] environmentjournal.ca
[1] getrevue.co

Top Domains in Tweet in G5:
[101] twitter.com
[48] theguardian.com
[29] com.au
[13] getrevue.co
[10] wordpress.com
[10] thedriven.io
[9] bloomberg.com
[8] youtube.com
[8] petergardner.info
[7] co.uk

Top Domains in Tweet in G6:
[67] twitter.com
[6] ecoluxlifestyle.co
[5] cnn.com
[4] youtube.com
[2] msn.com
[2] trendpiler.com
[2] medium.com
[2] invitocoffee.com
[1] apple.com
[1] theguardian.com

Top Domains in Tweet in G7:
[12] twitter.com
[7] cbsnews.com
[4] mailchi.mp
[3] cnn.com
[2] blogspot.com
[1] theconversation.com
[1] yale.edu

Top Domains in Tweet in G8:
[88] theguardian.com
[56] ecowatch.com
[54] climatecentral.org
[46] twitter.com
[43] sustainabledecisions.eu
[32] climate.gov
[27] solveoregon.org
[21] noaa.gov
[19] indianexpress.com
[13] crooksandliars.com

Top Domains in Tweet in G9:
[99] twitter.com
[13] theguardian.com
[10] youtube.com
[8] co.uk
[6] linkedin.com
[4] google.com
[3] nytimes.com
[3] washingtonpost.com
[3] eventbrite.ca
[2] pratinidhiodia.in

Top Domains in Tweet in G10:
[19] betterworld.info
[8] twitter.com
[8] columbia.edu
[6] theguardian.com
[1] theconversation.com
[1] reliefweb.int
[1] greenpeace.org
[1] thenarwhal.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18215] climateaction
[4905] climatecrisis
[2230] climateemergency
[1845] climatechange
[1530] cop26
[1229] sustainability
[1092] climate
[944] fridaysforfuture
[914] nature
[681] sdg13



Top Hashtags in Tweet in G1:
[8379] climateaction
[2298] climatecrisis
[1173] climateemergency
[1111] climatechange
[770] cop26
[530] climate
[467] fridaysforfuture
[407] sustainability
[350] globalwarming
[327] environment

Top Hashtags in Tweet in G2:
[1085] climateaction
[490] cop26
[123] climatecrisis
[93] auspol
[69] sdg13
[57] g20
[54] stopadani
[48] sdg7
[45] globalgoals
[43] fundourfuturenotgas

Top Hashtags in Tweet in G3:
[820] climateaction
[126] keepitintheground
[66] climatecrisis
[56] itsnottoolate
[48] actonclimate
[31] climateemergency
[25] sdg13
[23] nature
[23] climatechange
[22] auspol

Top Hashtags in Tweet in G4:
[693] climateaction
[518] climatecrisis
[176] actonclimate
[167] greennewdeal
[154] energy
[121] renewables
[118] climate
[73] sustainability
[68] votingrightsact
[58] go100re

Top Hashtags in Tweet in G5:
[833] climateaction
[537] climatecrisis
[357] sustainability
[354] fridaysforfuture
[354] carbon
[353] energytransition
[348] cleanenergy
[313] solar
[285] energy
[266] wind

Top Hashtags in Tweet in G6:
[596] climateaction
[484] nature
[482] katyayan
[475] climateemergency
[131] horse
[130] fridaythoughts
[130] fridaymotivation
[130] fridayvibes
[76] thursdaythoughts
[76] thursdaymorning

Top Hashtags in Tweet in G7:
[313] climateaction
[286] renewableenergy
[266] grundfos
[265] saveenergy
[264] sdg13
[263] isaveenergy
[212] contestalert
[157] energyefficiency
[107] energyefficient
[28] climatechange

Top Hashtags in Tweet in G8:
[619] climateaction
[305] demvoice1
[248] wtpblue
[244] wtpearth
[118] climatecrisis
[56] pride
[43] 365sustainabledecisions
[40] onev1
[29] sustainability
[27] oregon

Top Hashtags in Tweet in G9:
[338] climateaction
[91] climatecrisis
[51] climateemergency
[46] climatechange
[24] climate
[14] cop26
[14] sustainability
[10] climateactionnow
[8] environment
[8] globalwarming

Top Hashtags in Tweet in G10:
[213] climateaction
[104] climatechange
[97] climatecrisis
[85] flooding
[85] tropicalstormelsa
[85] newyork
[85] infrastructure
[72] digitalization
[72] sustainableinfrastructure
[21] climate

Top Words
Top Words in Tweet in Entire Graph:
[18993] #climateaction
[5380] amp
[5198] #climatecrisis
[4806] climate
[2433] #climateemergency
[2104] more
[1984] #climatechange
[1909] need
[1639] change
[1575] #cop26

Top Words in Tweet in G1:
[8817] #climateaction
[2499] #climatecrisis
[2180] climate
[1804] amp
[1354] #climateemergency
[1221] #climatechange
[1015] more
[877] change
[825] #cop26
[772] need

Top Words in Tweet in G2:
[1408] amp
[1112] #climateaction
[806] ahead
[583] climate
[490] #cop26
[433] countries
[433] plans
[428] today
[428] give
[424] ambitious

Top Words in Tweet in G3:
[827] #climateaction
[362] climate
[207] change
[178] more
[155] amp
[126] #keepitintheground
[113] world
[104] fuel
[97] plastic
[95] fossil

Top Words in Tweet in G4:
[695] #climateaction
[577] need
[567] trees
[518] #climatecrisis
[386] power
[349] earth
[348] humanity
[328] ocean
[312] co2
[305] way

Top Words in Tweet in G5:
[853] #climateaction
[542] #climatecrisis
[402] jackthelad1947
[399] charluv2011
[399] profstrachan
[396] debraruh
[393] stopadanicairns
[393] seth_leitman
[392] hanslak
[385] ristori20

Top Words in Tweet in G6:
[600] #climateaction
[486] #nature
[482] #katyayan
[476] #climateemergency
[366] mmuller2019
[357] mspadine
[353] mikimiyazaki13
[293] thanks
[274] enzodeluca19881
[267] kosmomireille

Top Words in Tweet in G7:
[315] #climateaction
[288] #renewableenergy
[274] ekboondhpani
[266] #grundfos
[265] #saveenergy
[264] #sdg13
[263] #isaveenergy
[212] #contestalert
[157] #energyefficiency
[154] carbon

Top Words in Tweet in G8:
[661] #climateaction
[305] #demvoice1
[248] #wtpblue
[244] #wtpearth
[197] power
[182] solar
[140] climate
[130] heat
[123] #climatecrisis
[121] cost

Top Words in Tweet in G9:
[339] #climateaction
[91] #climatecrisis
[64] climate
[51] #climateemergency
[46] #climatechange
[35] change
[35] amp
[33] more
[24] #climate
[21] world

Top Words in Tweet in G10:
[215] #climateaction
[176] amp
[170] happening
[144] recovery
[104] #climatechange
[99] #climatecrisis
[86] extreme
[86] time
[85] simple
[85] dealing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1801] #climatecrisis,#climateaction
[1351] climate,change
[891] #climateaction,#climatecrisis
[580] #climateaction,#nature
[566] ambitious,#climateaction
[566] ahead,#cop26
[514] #climateemergency,#climateaction
[510] #nature,#climateemergency
[505] take,#climateaction
[496] weather,events

Top Word Pairs in Tweet in G1:
[767] #climatecrisis,#climateaction
[715] climate,change
[560] #climateaction,#climatecrisis
[344] #climatecrisis,#climateemergency
[318] #climateemergency,#climateaction
[309] #climatechange,#climateaction
[293] #climateaction,#climateemergency
[264] take,#climateaction
[166] summit,november
[163] climate,action

Top Word Pairs in Tweet in G2:
[408] present,credible
[408] credible,amp
[408] amp,ambitious
[408] ambitious,#climateaction
[405] countries,present
[405] #climateaction,plans
[403] plans,ahead
[402] climate,impacts
[402] impacts,see
[402] see,today

Top Word Pairs in Tweet in G3:
[207] climate,change
[102] #climateaction,#keepitintheground
[74] fossil,fuel
[61] climate,crisis
[58] plastic,waste
[56] change,loaded
[56] loaded,weather
[56] weather,dice
[56] dice,against
[56] against,extremes

Top Word Pairs in Tweet in G4:
[401] #climatecrisis,#climateaction
[281] humanity,need
[281] need,plant
[281] plant,trillion
[281] trillion,trees
[281] trees,simultaneously
[281] simultaneously,need
[281] need,figure
[281] figure,desalinate
[281] desalinate,ocean

Top Word Pairs in Tweet in G5:
[323] ristori20,mzjacobson
[322] jackthelad1947,hanslak
[316] christinemilne,ristori20
[316] mzjacobson,charluv2011
[316] charluv2011,bsuhic
[316] ddelich,elder_jodi
[316] elder_jodi,devindthorpe
[313] amazingchevvolt,enricomolinari
[313] climateguyw,paulhbeckwith
[313] paulhbeckwith,stopadanicairns

Top Word Pairs in Tweet in G6:
[466] #climateaction,#nature
[454] #nature,#climateemergency
[308] #climateemergency,#katyayan
[225] mmuller2019,sophiapapadop10
[193] enzodeluca19881,mmuller2019
[191] marielah0489,enzodeluca19881
[185] alexander,pushkin
[175] sophiapapadop10,mspadine
[173] marcozito13,carloso28859673
[173] carloso28859673,taylorg64143008

Top Word Pairs in Tweet in G7:
[270] #renewableenergy,#climateaction
[264] #saveenergy,#grundfos
[255] #isaveenergy,#sdg13
[253] #climateaction,#saveenergy
[157] #sdg13,#energyefficiency
[157] #energyefficiency,#renewableenergy
[150] carbon,dioxide
[107] #sdg13,#energyefficient
[107] #energyefficient,#renewableenergy
[105] mention,answer

Top Word Pairs in Tweet in G8:
[244] #wtpblue,#wtpearth
[188] #climateaction,#demvoice1
[188] #demvoice1,#wtpblue
[120] solar,power
[98] climate,change
[76] sky,falling
[76] falling,#climateaction
[76] #climateaction,imperative
[76] imperative,fight
[76] fight,#climatecrisis

Top Word Pairs in Tweet in G9:
[44] #climatecrisis,#climateaction
[28] climate,change
[21] #climateaction,#climateemergency
[16] #climatechange,#climateaction
[15] #climateemergency,#climateaction
[14] #climateaction,#climatecrisis
[10] #climatecrisis,#climateemergency
[8] #climateaction,#climatechange
[7] #climateaction,#climate
[6] climate,crisis

Top Word Pairs in Tweet in G10:
[85] simple,#climatechange
[85] #climatechange,happening
[85] happening,dealing
[85] dealing,#climatecrisis
[85] #climatecrisis,extreme
[85] extreme,rain
[85] rain,amp
[85] amp,#flooding
[85] #flooding,happening
[85] happening,today

Top Replied-To
Top Replied-To in Entire Graph:
@hazloe3
@ekboondhpani
@brokenbridgegxb
@kosmomireille
@gailhepburn
@spendharkar
@kvajpayaee
@60minutes
@tcrg2012

Top Replied-To in G1:
@60minutes
@hazloe3
@actonsahel
@brokenbridgegxb
@potus
@kambojananya
@ekboondhpani
@gailhepburn
@gretathunberg
@natbutterflies

Top Replied-To in G2:
@lesstonehouse
@justdanfornow
@enviro_policy
@antonioguterres
@62walterp
@youthnet4cc
@victorklinetnl
@elaineedo
@ketanj0
@un

Top Replied-To in G3:
@climatehuman
@pauledawson
@vote_cnp
@weatherprof
@washingtonpost
@ienearth
@leahstokes
@gretathunberg
@toksduro
@cathmckenna

Top Replied-To in G4:
@mikehudema
@drgjackbrown

Top Replied-To in G5:
@hazloe3
@hanslak
@dotcommodity
@ecowarriorss
@risepdx
@txsharon
@elonmusk
@amongstwits
@geraldkutney
@saleemulhuq

Top Replied-To in G6:
@brokenbridgegxb
@kosmomireille
@spendharkar
@gailhepburn
@kvajpayaee
@fannynonoy
@blakiecarmen
@kmshettyp
@susinbailey6
@cmont4560

Top Replied-To in G7:
@ekboondhpani
@isaveenergyind

Top Replied-To in G8:
@tcrg2012
@andykupf
@dplennon
@amyjromine
@basementvegan
@hillreporter
@dotcommodity

Top Replied-To in G9:
@aircare_

Top Replied-To in G10:
@aloksharma_rdg
@bjames280961
@mkvaalst
@hbcugreenfund
@selwinhart
@carbonbrief
@aptenco
@wmo
@ejinaction
@geraldkutney

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@jackthelad1947
@profstrachan
@charluv2011
@debraruh
@stopadanicairns
@seth_leitman
@ristori20
@mzjacobson
@kirillklip

Top Mentioned in G1:
@unfccc
@vanessa_vash
@potus
@gretathunberg
@antonioguterres
@cop26
@aaravseth_
@vp
@kaohua3
@unep

Top Mentioned in G2:
@sussanley
@antonioguterres
@sabranoordeen
@ibusolih
@renew_economy
@un
@abdulla_shahid
@mohamednasheed
@climateenvoy
@davidmalpasswbg

Top Mentioned in G3:
@khayhoe
@kevinclimate
@michaelemann
@billmckibben
@youtube
@energy
@irena
@joebiden
@cathmckenna
@paidtopollute

Top Mentioned in G4:
@mayoroflondon
@sfchronicle
@kwasikwarteng
@mayorwestmids
@susaninlangside
@uk100
@sussanley
@mbmetis_mmf
@michaelemann
@marketwatch

Top Mentioned in G5:
@jackthelad1947
@charluv2011
@profstrachan
@debraruh
@stopadanicairns
@seth_leitman
@ristori20
@kirillklip
@mzjacobson
@hanslak

Top Mentioned in G6:
@mmuller2019
@mspadine
@mikimiyazaki13
@enzodeluca19881
@lorenzorossi29
@sophiapapadop10
@jasonwalton1206
@annabal21262002
@kosmomireille
@marielah0489

Top Mentioned in G7:
@isaveenergy
@indian_contests
@kusumsolanki17
@manikumar4144
@mysterioussu
@buttter__cup
@avanparihar
@vaishalimaisur2
@gayathrimohan_
@dinesh_the_star

Top Mentioned in G8:
@potus
@govsisolak
@mamarchand
@peterbrannen1
@zhirji28
@youtube
@realtuckfrumper
@totalrecoverys1
@thenergynet
@amazingchevvolt

Top Mentioned in G9:
@gecoalition

Top Mentioned in G10:
@nylawjournal
@ifrc
@georgemonbiot
@columbialaw
@columbiaclimate
@sabincenter
@craigbennett3
@cop26
@bbcnews
@wildlifetrusts

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@jurylady5
@republikaonline
@chidambara09
@piyuanker12
@monicasloves
@gambiste1
@sahelhkj
@cagney1991
@rjber15

Top Tweeters in G1:
@paoloigna1
@republikaonline
@sahelhkj
@cagney1991
@independent
@ginniasa
@cipherequality
@wqqn
@nilimajumder
@willseattle

Top Tweeters in G2:
@baarahk
@kokusizu2
@3wombats
@rjstrikers
@fehowarth
@lalojimjuarez
@wendoureeswans
@dare_darou
@brendah2o66
@margymayell

Top Tweeters in G3:
@miguelhilargiak
@thehill
@glasgow_watch
@business
@ksp_libs
@pushandpulljlm
@catalina_valpo
@economictimes
@avonan
@funnagan

Top Tweeters in G4:
@insdatainter
@kenkircher1
@cotey_mary
@princessbravato
@solusnan1
@miss_placed_
@sylviaz1913
@lllwry
@carlyinnj
@tighnacoille

Top Tweeters in G5:
@jurylady5
@manmet80
@sddphoto
@lehimesa
@dancas2
@chuddles11
@joannecangal
@gracemurphy2
@s_total_s2
@jjj5819

Top Tweeters in G6:
@chidambara09
@piyuanker12
@monicasloves
@jilliemary
@ranasilvia63
@rosatrunk
@lorimoreno
@princess3rina
@yoga_and_more
@mspadine

Top Tweeters in G7:
@shah_himanshu
@sunitakatyal
@rachit_g2
@blessedkamal
@sagar2612
@ramprasad43
@umesh97705207
@vrretweeter
@cool_bindra
@gilessingh

Top Tweeters in G8:
@gambiste1
@yarosisnancy
@sandradunn1955
@foggybottomgal
@enrico056
@fwwinterberg
@awkward_1110
@kath2252
@all435reps
@aprylsmithts

Top Tweeters in G9:
@davidlance3
@theresaschroe14
@giu33liana
@tcely
@ssamanjay
@msn100ms46
@jrzgrlz
@dsh_oh
@rgis_uk
@carljcroft

Top Tweeters in G10:
@rajendr76194898
@stonefree63
@amor_vuelvetx
@nemityadav1
@bettyjo62
@redz041
@juliesbooks
@smkamatchi
@imsidhurss
@voteforchanges


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