climateaction, Twitter, 6/26/2022 5:09:09 AM, 278738


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climateaction Twitter NodeXL SNA Map and Report for Saturday, 25 June 2022 at 09:49 UTC
climateaction Twitter NodeXL SNA Map and Report for Saturday, 25 June 2022 at 09:49 UTC
From:
Smartkiwi
Uploaded on:
June 26, 2022
Short Description:
climateaction via NodeXL https://bit.ly/3HT2FGm
@eco1start
@melbourne_7
@mikehudema
@antonioguterres
@unfccc
@yoksig
@ed_hawkins
@climate_4_all
@corradotopi
@kr31133

Top hashtags:
#climateaction
#climatecrisis
#climate
#climateemergency
#climatechange
#greennewdeal

Description:
Description
The graph represents a network of 14,337 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 Saturday, 25 June 2022 at 12:38 UTC.

The tweets in the network were tweeted over the 3-day, 16-hour, 32-minute period from Tuesday, 21 June 2022 at 17:16 UTC to Saturday, 25 June 2022 at 09:48 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 : 14337
Unique Edges : 35240
Edges With Duplicates : 17914
Total Edges : 53154
Number of Edge Types : 5
MentionsInRetweet : 27442
Mentions : 7807
Retweet : 13467
Tweet : 3177
Replies to : 1261
Self-Loops : 3631
Reciprocated Vertex Pair Ratio : 0.0225060024801456
Reciprocated Edge Ratio : 0.0440212623213088
Connected Components : 912
Single-Vertex Connected Components : 416
Maximum Vertices in a Connected Component : 12170
Maximum Edges in a Connected Component : 50518
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.919739
Graph Density : 0.00018855161532598
Modularity : 0.549275
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 14,337 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 Saturday, 25 June 2022 at 12:38 UTC.

The tweets in the network were tweeted over the 3-day, 16-hour, 32-minute period from Tuesday, 21 June 2022 at 17:16 UTC to Saturday, 25 June 2022 at 09:48 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:
[515] https://www.un.org/en/climatechange/science/climate-issues/ocean-impacts
[183] https://www.theguardian.com/environment/2022/jun/21/young-people-go-to-european-court-to-stop-treaty-that-aids-fossil-fuel-investors
[175] https://discord.com/invite/Dvf4kdk33R
[116] https://itunes.apple.com/us/movie/eve-n-god-this-female-is-not-yet-rated/id1447735793
[109] https://calililiindies.com/2019/09/21/girltheworld-calilili-climatestrike-fridaysforfuture-climateaction-girlpower-foryourawardsconsideration-fyc2019/
[107] https://www.nytimes.com/2022/06/20/world/asia/ukraine-war-climate-crisis-activists-protests.html?smid=tw-share
[98] https://music.apple.com/us/album/this-female-is-not-yet-rated/1402313761
[95] https://medium.com/@JustinMBozung/interview-with-cali-lili-from-eve-n-god-this-female-is-not-yet-rated-6d50611b758e
[80] https://api.whatsapp.com/send/?phone=12127389268&text=hi&app_absent=0
[74] https://twitter.com/nowthisnews/status/1539682936957444096

Top URLs in Tweet in G1:
[45] https://londongreenleft.blogspot.com/2022/06/tuc-cost-of-living-demo-photos-and.html
[28] http://wmtc.org.in
[25] https://www.un.org/en/climatechange/science/climate-issues/ocean-impacts
[19] https://chat.whatsapp.com/KUeDYjb41oD8dIhhREfLad
[18] https://unfccc.int/climate-action/regional-climate-weeks/africa-climate-week-2022/expression-of-interest-acw-2022
[16] https://www.theguardian.com/environment/2022/jun/21/young-people-go-to-european-court-to-stop-treaty-that-aids-fossil-fuel-investors
[16] https://www.cbc.ca/news/world/india-bangladesh-1.6494477?utm_content=212148648&utm_medium=social&utm_source=twitter&hss_channel=tw-15193285
[16] https://youtu.be/6_K8nXzGErM
[14] https://www.kyivpost.com/article/opinion/op-ed/the-climate-and-the-war.html
[11] https://www.nytimes.com/2022/06/22/opinion/environment/climate-hypocrisy-larry-fink.html

Top URLs in Tweet in G2:
[72] https://twitter.com/nowthisnews/status/1539682936957444096
[38] http://wmtc.org.in
[28] https://hopin.com/events/hollywood-climate-summit
[28] https://www.independent.co.uk/climate-change/opinion/g7-ban-ki-moon-climate-ation-farmers-funding-b2106749.html
[27] https://forums.fiskerati.com/
[21] https://twitter.com/EarthManat/status/1489556841138991105
[19] https://www.nytimes.com/2022/06/20/world/asia/ukraine-war-climate-crisis-activists-protests.html?smid=tw-share
[18] https://www.tjm.org.uk/resources/reports/the-energy-charter-treaty-a-climate-threat
[18] https://www.iisd.org/events/fossil-fuel-investment-protection-and-risks-climate-action
[16] https://www.londonclimateactionweek.org/?utm_source=twitter&utm_medium=social&utm_campaign=LCAW2022

Top URLs in Tweet in G3:
[19] https://www.un.org/en/climatechange/science/climate-issues/ocean-impacts
[13] https://twitter.com/ElaineCox11/status/1538414200757821441
[11] https://twitter.com/elainecox11/status/1538414200757821441
[10] https://savetheplanetgroup.com
[8] https://twitter.com/vaw_glaciology/status/1540205578835861507
[7] https://coloradosun.com/2022/06/24/tree-rings-drought-colorado-river-basin/
[5] https://www.newsweek.com/record-hit-ice-melt-antarctica-day-climate-emergency-1479326?utm_medium=Social&utm_source=Twitter
[5] https://twitter.com/Global_Witness/status/1539866028548792325
[5] https://twitter.com/bjohnhillary/status/1534016138820079617
[5] https://gov.bc.ca/BC-Adapts

Top URLs in Tweet in G4:
[429] https://www.un.org/en/climatechange/science/climate-issues/ocean-impacts
[74] https://api.whatsapp.com/send/?phone=12127389268&text=hi&app_absent=0
[57] https://www.unfpa.org/news/five-ways-climate-change-hurts-women-and-girls
[43] https://feature.undp.org/bluer-greener-better/?utm_source=social&utm_medium=undp&utm_campaign=gogreen
[27] https://www.un.org/actnow
[20] https://www.canneslions.com/attend/festival-2022/schedule#/agenda/event/we-had-an-asteroid-whats-your-excuse-e1-45709
[18] https://www.cifor-icraf.org/research/topic/soil-health/
[17] https://www.undp.org/news/how-indigenous-communities-chile-can-inspire-global-action-circular-economy
[17] https://twitter.com/UN_HRC/status/1539966181200670723
[16] https://feature.undp.org/bluer-greener-better/

Top URLs in Tweet in G5:
[17] https://twitter.com/SierraClubBC/status/1539669751500267528
[11] https://www.un.org/en/climatechange/science/climate-issues/ocean-impacts
[11] https://www.un-redd.org/document-library/lessons-learned-technical-assistance-economic-valuation-business-analytics-and
[8] https://www.green4ema.org/ema-awards-call-for-entries
[7] https://www.bostonglobe.com/2022/06/23/science/climate-change-is-increasing-spread-illnesses-like-monkeypox/
[6] https://www.cnbc.com/2022/06/21/canada-is-banning-single-use-plastics-by-the-end-of-the-year-.html
[5] https://www.theguardian.com/environment/2022/jun/21/young-people-go-to-european-court-to-stop-treaty-that-aids-fossil-fuel-investors
[5] https://news.yahoo.com/leaf-blowers-lawn-mowers-and-fertilizer-how-lawns-contribute-to-climate-change-190726545.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[5] https://www.usnews.com/news/world/articles/2022-06-22/climate-change-a-factor-in-unprecedented-south-asia-floods?src=usn_tw
[5] https://www.gov.scot/publications/just-transition-fund/

Top URLs in Tweet in G6:
[84] https://www.nytimes.com/2022/06/20/world/asia/ukraine-war-climate-crisis-activists-protests.html?smid=tw-share
[16] https://www.washingtonpost.com/world/2022/06/21/canada-single-use-plastic-ban-climate/
[10] https://twitter.com/EcoWatch/status/1540077349991026689
[7] https://twitter.com/ecowatch/status/1540077349991026689
[2] https://twitter.com/yoksig/status/1486716520029773834
[2] https://twitter.com/MDaahirAbdi/status/1538782342940172288
[2] https://twitter.com/smiley3068/status/1538614702670061568
[1] https://twitter.com/extinctionr/status/1539501005569654784
[1] https://twitter.com/ExtinctionR/status/1539501005569654784
[1] https://twitter.com/SenWhitehouse/status/1539756872634208256

Top URLs in Tweet in G7:
[4] https://jesslohmann.com/sdg13-climate-action
[3] https://action.ifaw.org/page/92836/action/1
[3] https://action.ifaw.org/page/92513/action/1
[2] https://climateactionaustralia.wordpress.com/2022/06/21/swedish-all-electric-aircraft-turns-out-to-be-a-hit-on-the-global-market-autoevolution-auspol-climatecrisis-demand-climateaction-sdg13-aviation/
[2] https://events.climateaction.org/climate-innovation-forum/registration/
[2] https://www.siemens-energy.com/global/en/news/fairs-events/energy-week/mea-energy-week-2022.html?utm_source=social+media+&utm_medium=banners&utm_campaign=test+
[2] https://twitter.com/OpenForis/status/1536681105427795968
[2] https://action.ifaw.org/page/92505/action/1
[2] https://www.cbc.ca/news/canada/nova-scotia/annapolis-valley-forest-beals-brook-partial-harvest-rare-lichen-found-1.6497737?__vfz=medium%3Dsharebar
[2] https://plopandrei.com/the-university-of-sydney-phd-fellowship-unlocking-the-anchors-of-soil-organic-carbon-to-manage-climatechange

Top URLs in Tweet in G8:
[19] https://www.foe.ie/news/government-credibility-on-the-line-over-minister-for-agricul/
[16] https://twitter.com/OisinCoghlan/status/1538814148154380289
[10] https://www.europarl.europa.eu/thinktank/infographics/climateaction/
[10] https://www.ituc-ap.org/resources/the-just-transition-challenge-in-asia-securing-decent-and-climate-friendly-jobs-for-all
[9] https://twitter.com/foeireland/status/1539625304930635776
[7] https://twitter.com/annapr/status/1539212385982074881
[6] https://www.bitc.ie/the-leaders-group-on-sustainability/low-carbon-pledge/
[6] https://twitter.com/TomRandles1/status/1540235458193641473
[6] https://www.thinkbusiness.ie/articles/zeus-mobility-scooters-transport-emoped/
[6] https://wwf.eu/wwf_news/media_centre/?uNewsID=6830966

Top URLs in Tweet in G9:
[8] https://www.londonclimateactionweek.org/events/321d7d36-a0aa-4ea2-89ac-d557b480437a
[7] https://www.youtube.com/watch?v=QI0VjicJGZM&feature=youtu.be

[6] https://www.un.org/en/climatechange/science/climate-issues/ocean-impacts
[5] https://www.theguardian.com/environment/2022/jun/21/young-people-go-to-european-court-to-stop-treaty-that-aids-fossil-fuel-investors
[4] https://twitter.com/antonioguterres/status/1540126054630805506
[4] https://www.youtube.com/watch?v=zSJTZ1ff4fk

[4] https://www.brookfield.farm/pages/exchanges-field-exchange
[4] https://www.acu.ac.uk/get-involved/cop26-commonwealth-futures-climate-research-cohort/research-to-action-projects?utm_content=bufferda239&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://youtu.be/z2ejteV1FtY
[3] https://ukcop26.org/uk-presidency/priorities/

Top URLs in Tweet in G10:
[139] https://www.theguardian.com/environment/2022/jun/21/young-people-go-to-european-court-to-stop-treaty-that-aids-fossil-fuel-investors
[26] https://twitter.com/DrDavidWheeler1/status/1540410749343989760
[8] https://twitter.com/UNBiodiversity/status/1539655453973483521
[8] https://www.hce.uni-heidelberg.de/en/newsroom/aviation-emissions-and-climate-action
[8] https://twitter.com/jale_tosun/status/1540059152466190339
[5] https://www.un.org/en/climatechange/science/climate-issues/ocean-impacts
[5] https://time.com/6190551/climate-change-concerts-activism/
[4] https://europe.wetlands.org/news/proposed-eu-nature-restoration-law-a-historic-step-for-wetlands-restoration/
[4] https://www.theguardian.com/us-news/2022/jun/22/los-angeles-ban-new-gas-stations-climate?CMP=share_btn_tw
[3] https://bit.ly/NDC-Peatlands

Top Domains
Top Domains in Tweet in Entire Graph:
[2540] twitter.com
[598] un.org
[358] theguardian.com
[306] youtube.com
[230] apple.com
[178] discord.com
[161] co.uk
[159] nytimes.com
[147] blogspot.com
[144] medium.com

Top Domains in Tweet in G1:
[766] twitter.com
[102] blogspot.com
[81] theguardian.com
[76] youtube.com
[43] co.uk
[36] un.org
[34] linkedin.com
[33] nytimes.com
[31] unfccc.int
[31] org.in

Top Domains in Tweet in G2:
[555] twitter.com
[68] youtube.com
[68] fiskerati.com
[66] ogimet.com
[62] wordpress.com
[48] co.uk
[47] theguardian.com
[45] natecosystem.com
[42] e3g.org
[40] org.in

Top Domains in Tweet in G3:
[118] twitter.com
[28] un.org
[10] savetheplanetgroup.com
[7] coloradosun.com
[6] theguardian.com
[5] newsweek.com
[5] bc.ca
[3] showyourstripes.info
[3] substack.com
[2] theintercept.com

Top Domains in Tweet in G4:
[483] un.org
[101] undp.org
[74] whatsapp.com
[63] twitter.com
[57] unfpa.org
[20] canneslions.com
[18] cifor-icraf.org
[12] medium.com
[11] alliancebioversityciat.org
[10] orfonline.org

Top Domains in Tweet in G5:
[42] twitter.com
[14] un.org
[11] un-redd.org
[8] green4ema.org
[7] theguardian.com
[7] bostonglobe.com
[6] yahoo.com
[6] cnbc.com
[6] showyourstripes.info
[5] usnews.com

Top Domains in Tweet in G6:
[84] nytimes.com
[29] twitter.com
[16] washingtonpost.com
[2] pv-magazine-usa.com
[1] greenamerica.org
[1] votesolar.org

Top Domains in Tweet in G7:
[91] twitter.com
[9] ifaw.org
[8] co.uk
[8] youtube.com
[8] jesslohmann.com
[7] theguardian.com
[7] folioyvr.com
[6] climateaction.org
[5] linkedin.com
[4] cbc.ca

Top Domains in Tweet in G8:
[58] twitter.com
[19] foe.ie
[13] europa.eu
[10] ituc-ap.org
[9] thinkbusiness.ie
[6] bitc.ie
[6] wwf.eu
[3] ciarancuffe.com
[2] hydrogensouthwest.com
[1] un.org

Top Domains in Tweet in G9:
[13] youtube.com
[10] londonclimateactionweek.org
[10] twitter.com
[8] theguardian.com
[7] un.org
[5] youtu.be
[4] brookfield.farm
[4] ac.uk
[3] ukcop26.org
[2] org.bd

Top Domains in Tweet in G10:
[145] theguardian.com
[49] twitter.com
[8] uni-heidelberg.de
[5] un.org
[5] time.com
[4] wetlands.org
[3] bit.ly
[2] greenpeace.org
[1] marketplace.org
[1] cbc.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18376] climateaction
[3010] climatecrisis
[2473] climate
[2175] climateemergency
[1960] climatechange
[1418] greennewdeal
[1394] energy
[1338] actonclimate
[996] sustainability
[770] climatejustice



Top Hashtags in Tweet in G1:
[4712] climateaction
[949] climatecrisis
[488] climatechange
[476] climateemergency
[326] climate
[304] climatejustice
[272] fridaysforfuture
[197] climateactionnow
[182] sustainability
[182] climatestrike

Top Hashtags in Tweet in G2:
[3249] climateaction
[1038] climatecrisis
[795] climatechange
[490] sustainability
[383] sdgs
[378] climate
[377] fridaysforfuture
[359] climateemergency
[315] carbon
[306] globalwarming

Top Hashtags in Tweet in G3:
[1603] climateaction
[1109] climate
[1056] actonclimate
[1045] greennewdeal
[930] energy
[880] climateemergency
[520] lookup
[409] nature
[320] forests
[96] climatecrisis

Top Hashtags in Tweet in G4:
[1375] climateaction
[113] cop27
[85] climatechange
[52] actnow
[50] dontchooseextinction
[47] saveourocean
[43] canneslions2022
[43] biodiversity
[40] climatecrisis
[40] climate

Top Hashtags in Tweet in G5:
[851] climateaction
[520] showyourstripes
[98] climate
[54] biodiversity
[36] climateemergency
[35] climatecrisis
[32] climatechange
[26] actonclimate
[25] greennewdeal
[22] energy

Top Hashtags in Tweet in G6:
[212] climateaction
[82] stopputin
[57] freshresists
[37] climate
[35] wtpearth
[35] replacebeef
[19] gunreformnow
[12] climatecrisis
[11] womensreproductiverights
[11] lgbtqiarights

Top Hashtags in Tweet in G7:
[460] climateaction
[117] climatecrisis
[66] climatechange
[45] climateemergency
[33] environment
[32] climate
[25] sustainability
[17] globalwarming
[15] netzero
[15] sdgs

Top Hashtags in Tweet in G8:
[251] climateaction
[69] fitfor55
[23] fasterandfairer
[16] ned2022
[11] justtransition
[11] business
[10] dataviz
[10] normandy
[10] education
[10] renewableenergy

Top Hashtags in Tweet in G9:
[266] climateaction
[79] chogm2022
[21] climate
[17] cop26
[14] sdgs
[14] cbf2022
[12] leavenoonebehind
[10] lcaw2022
[10] climateemergency
[10] wuf11

Top Hashtags in Tweet in G10:
[252] climateaction
[139] noect
[26] systemsthinking
[26] climate
[23] actonclimate
[22] highereducation
[21] curriculum
[18] energy
[18] greennewdeal
[17] climateemergency

Top Words
Top Words in Tweet in Entire Graph:
[18854] #climateaction
[4049] amp
[3728] climate
[3136] #climatecrisis
[2894] more
[2512] #climate
[2240] #climateemergency
[2132] matters
[2070] #climatechange
[1962] planet

Top Words in Tweet in G1:
[4887] #climateaction
[1025] climate
[1004] #climatecrisis
[893] amp
[540] #climatechange
[517] #climateemergency
[506] more
[446] change
[392] fossil
[346] #climate

Top Words in Tweet in G2:
[3351] #climateaction
[1073] #climatecrisis
[828] #climatechange
[612] amp
[516] #sustainability
[501] climate
[461] more
[387] #sdgs
[385] #climate
[379] #fridaysforfuture

Top Words in Tweet in G3:
[1606] #climateaction
[1109] #climate
[1056] #actonclimate
[1046] #greennewdeal
[944] planet
[930] #energy
[882] #climateemergency
[699] ice
[680] more
[528] living

Top Words in Tweet in G4:
[1379] #climateaction
[1327] matters
[538] climate
[521] amp
[504] see
[466] around
[452] warming
[451] day
[446] planet
[446] fraction

Top Words in Tweet in G5:
[867] global
[852] #climateaction
[524] ed_hawkins
[523] fraction
[520] #showyourstripes
[468] matters
[454] need
[452] day
[447] warming
[446] degree

Top Words in Tweet in G6:
[212] #climateaction
[159] climate
[157] change
[125] right
[84] solar
[82] #stopputin
[82] joined
[82] two
[82] causes
[82] antiwar

Top Words in Tweet in G7:
[461] #climateaction
[117] #climatecrisis
[101] climate
[66] #climatechange
[50] change
[45] #climateemergency
[33] #environment
[33] more
[32] #climate
[29] action

Top Words in Tweet in G8:
[251] #climateaction
[131] package
[96] climate
[93] more
[83] know
[74] use
[70] support
[69] #fitfor55
[68] fit
[68] degrees

Top Words in Tweet in G9:
[266] #climateaction
[136] future
[126] chogm2022
[98] greener
[97] climate
[89] sustainable
[88] honoured
[88] meet
[88] royal
[88] highness

Top Words in Tweet in G10:
[289] fossil
[284] fuel
[256] #climateaction
[150] more
[143] companies
[143] countries
[141] industry
[141] still
[141] protected
[141] human

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1380] #climateaction,#climate
[1287] #climateemergency,#climateaction
[1061] #climate,#energy
[1034] fraction,degree
[1011] warming,matters
[1001] climate,change
[989] #climatecrisis,#climateaction
[985] #actonclimate,#climateemergency
[801] fossil,fuel
[597] #climatechange,#climateaction

Top Word Pairs in Tweet in G1:
[260] climate,change
[255] #climatecrisis,#climateaction
[196] fossil,fuels
[181] fossil,fuel
[167] #climateaction,#climatecrisis
[141] #climatechange,#climateaction
[135] #climateemergency,#climateaction
[134] #climateaction,#climateactionnow
[133] #climateaction,#climateemergency
[125] climate,action

Top Word Pairs in Tweet in G2:
[299] #climatechange,#climateaction
[255] #climatecrisis,#climateaction
[215] #climateaction,#climatecrisis
[193] #carbon,#sustainability
[173] #sustainability,#sdgs
[144] seth_leitman,debraruh
[144] raduede,tecgale
[144] tecgale,mariansmedley
[144] mariansmedley,kirillklip
[144] kirillklip,mlczone

Top Word Pairs in Tweet in G3:
[1043] #climateaction,#climate
[928] #climate,#energy
[866] #climateemergency,#climateaction
[857] #actonclimate,#climateemergency
[520] more,delays
[520] #energy,#lookup
[520] #lookup,#greennewdeal
[514] ice,melting
[514] melting,land
[514] land,burning

Top Word Pairs in Tweet in G4:
[446] fraction,degree
[446] warming,matters
[441] matters,#climateaction
[441] #climateaction,matters
[440] day,matters
[438] matters,day
[430] degree,warming
[429] fragile,planet
[429] planet,hanging
[429] hanging,thread

Top Word Pairs in Tweet in G5:
[446] fraction,degree
[443] warming,matters
[434] matters,limit
[434] need,start
[434] start,decade
[434] decade,transformational
[434] transformational,#climateaction
[434] #climateaction,#showyourstripes
[433] global,warming
[433] #showyourstripes,day

Top Word Pairs in Tweet in G6:
[157] climate,change
[82] #climateaction,#stopputin
[82] #stopputin,joined
[82] joined,two
[82] two,causes
[82] causes,antiwar
[82] antiwar,activism
[82] activism,climate
[82] change,humankind
[82] humankind,addiction

Top Word Pairs in Tweet in G7:
[51] #climatecrisis,#climateaction
[42] climate,change
[25] #climateaction,#climatecrisis
[21] #climateaction,#climatechange
[16] #climateaction,#climateemergency
[16] climate,action
[14] #climateemergency,#climateaction
[13] folio,yvr
[9] #climatechange,#climateaction
[9] #climatecrisis,#climateemergency

Top Word Pairs in Tweet in G8:
[68] package,#fitfor55
[68] #fitfor55,fit
[68] fit,degrees
[68] know,55
[68] 55,house
[68] house,let's
[68] let's,use
[68] use,stepping
[68] stepping,stone
[68] stone,more

Top Word Pairs in Tweet in G9:
[98] greener,future
[88] honoured,meet
[88] meet,royal
[88] royal,highness
[88] highness,prince
[88] prince,wales
[88] wales,clarencehouse
[88] clarencehouse,chogm2022
[88] chogm2022,thanked
[88] thanked,prioritising

Top Word Pairs in Tweet in G10:
[284] fossil,fuel
[141] fuel,industry
[141] industry,still
[141] still,more
[141] more,protected
[141] protected,human
[141] human,rights
[141] rights,little
[141] little,known
[141] known,energy

Top Replied-To
Top Replied-To in Entire Graph:
@profstrachan
@therealnumber6
@risepdx
@jackthelad1947
@gaspricewizard
@actonsahel
@hazloe3
@vdsharmabjp
@arikring
@bcicotton

Top Replied-To in G1:
@actonsahel
@gretathunberg
@profstrachan
@kambojananya
@licypriyak
@totenviro
@potus
@cop26
@topnigel
@shabbottmary

Top Replied-To in G2:
@profstrachan
@therealnumber6
@risepdx
@jackthelad1947
@hazloe3
@arikring
@hanslak
@geraldkutney
@cpsavesoil
@txsharon

Top Replied-To in G3:
@mikehudema
@the_rhoda
@latarnik101
@energyisle
@mvrydaghswhio
@reuters

Top Replied-To in G4:
@nrctofficial
@shombisharp
@birdlifeeurope
@orfonline
@weatherprof
@juttapaulusrlp
@sdgaction
@yagclimate
@ganhri1
@vsinkevicius

Top Replied-To in G5:
@can_australia
@savefairycreek
@adamonzon

Top Replied-To in G6:
@bumo33157
@democracyworker
@gretathunberg
@resistersunitex
@allanmargolin
@dsa38
@conniebabe4
@sorayaresist
@dtimes17
@msvespa

Top Replied-To in G7:
@climate_anu
@shineonltbli

Top Replied-To in G8:
@justinbyrne42
@cdu_csu_ep

Top Replied-To in G9:
@capplanners
@cop26
@gomeram
@bbcbreaking

Top Mentioned
Top Mentioned in Entire Graph:
@ed_hawkins
@seth_leitman
@debraruh
@kirillklip
@saleemulhuq
@gretathunberg
@jackthelad1947
@climateguyw
@charluv2011
@ecowarriorss

Top Mentioned in G1:
@gretathunberg
@vanessa_vash
@pacja1
@unep
@wedonthavetime
@aswanforum
@unfccc
@extinctionr
@eriksolheim
@dheenylkhair

Top Mentioned in G2:
@seth_leitman
@debraruh
@kirillklip
@jackthelad1947
@saleemulhuq
@climateguyw
@charluv2011
@christinemilne
@enricomolinari
@ecowarriorss

Top Mentioned in G3:
@karajarina
@geraldkutney
@sellieyoung
@padi
@missionblue
@mikehudema
@jhagel
@climatewwf
@wwf

Top Mentioned in G4:
@whatsapp
@unfpa
@frankiethedino
@nikolajcw
@aissamaiga
@sawatradebody
@undp
@un
@srclimatechange
@thegcf

Top Mentioned in G5:
@ed_hawkins
@unfccc
@jaylemery
@yahoonews
@standardgrouplc
@netfundkenya
@wwf_kenya
@socaakenya
@unep
@unbiodiversity

Top Mentioned in G6:
@imagesbyfresh
@suzyqfit4u
@momsbsm1
@garychristou
@lightfootinhwd
@eathbound420
@mary1kathy
@pinkenba
@grandpasnarky
@globalresisters

Top Mentioned in G7:
@myearthmyaction
@ourgreenfeet

Top Mentioned in G8:
@baseickhout
@mcconalogue
@europarl_en
@ireland_thinks
@greensefa
@eamonryan
@eu_commission
@ep_environment
@herve_morin
@pcanfin

Top Mentioned in G9:
@chogm2022
@clarencehouse
@who
@cop26
@greenfundrw
@creativeirl
@friends_earth
@london_climate
@dept_ecc
@capplannerssg

Top Mentioned in G10:
@faculty_future
@alisong
@edxonline
@springernature
@michaelemann
@coursera
@penn_state
@pennstate
@climateactionsn
@hce_heidelberg

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@tesco
@chidambara09
@jurylady5
@marciojmsilva
@rk70534
@7b73f39b85e1415
@sahelhkj
@harrypetsanis
@lindaleeking

Top Tweeters in G1:
@sectest9
@chidambara09
@rk70534
@cybersecurityn8
@seabreeze757
@thehill
@nilimajumder
@wildwalkerwoman
@gracemurphy2
@brontyman

Top Tweeters in G2:
@jurylady5
@lindaleeking
@billm9
@sddphoto
@manmet80
@pckj3627
@daily_express
@evankirstel
@lehimesa
@dancas2

Top Tweeters in G3:
@_redfrog
@reuters
@lawlor224
@areck0001
@godandthebear
@sullyanne1
@missesbun
@smilenewa
@michael_kunz
@garioncoyote

Top Tweeters in G4:
@marciojmsilva
@7b73f39b85e1415
@john1966olsen
@dev_discourse
@fwwinterberg
@pink1963dsw
@tzdiscovery
@publicoutcrysy
@economictimes
@noybsk2017

Top Tweeters in G5:
@johangreg
@emccoy_writer
@globeandmail
@bprophetable
@melissasweetdr
@skuemy
@dameempress
@bquest_shipsco_
@vivs1man
@thatvdovault

Top Tweeters in G6:
@awkward_1110
@stacymichelleb
@michelejeanson1
@djzjcz
@mcnejames
@newsjunkie60
@smc429
@sandralhanlon
@openpodbaydoor_
@socratic1

Top Tweeters in G7:
@margarethollin1
@maelysdervenn
@kamlesm
@trevorw1953
@rdgresident
@tmelissen1219
@chronotope
@donwurkin
@terrence_str
@suncemore1

Top Tweeters in G8:
@guardian
@skynews
@telegraph
@france24
@ajenglish
@eu_remain_2017
@evelynspring8
@thetimes
@joanaamorais
@chihuu

Top Tweeters in G9:
@wadakashiho
@chilhon2016lap
@jjj5819
@slimchick1900
@lalojimjuarez
@petchary
@percievedlogic
@tomy2875
@vetrepreneurone
@bbcworld

Top Tweeters in G10:
@willseattle
@time
@thecranecraney
@ndngenuity
@tawanda46
@gecko39
@tristanbergh
@darla_jimswife
@solhog
@marieeandstuar2


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