#climatechange, Twitter, 2/24/2022 2:11:44 AM, 272208


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#climatechange_2022-02-23_17-08-00.xlsx
#climatechange_2022-02-23_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 24, 2022
Short Description:
#climatechange via NodeXL https://bit.ly/3hcTUdC
@jfsebastian146
@jane__eden
@rhinosavannanft
@allanmargolin
@imagine_garden
@friendsoscience
@arikring
@ipcc_ch
@mikehudema
@bullshitjobs

Top hashtags:
#climatechange
#climatecrisis
#climateaction
#globalwarming

Description:
Description
The graph represents a network of 7,588 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, 24 February 2022 at 01:24 UTC.

The requested start date was Thursday, 24 February 2022 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, 9-hour, 20-minute period from Sunday, 20 February 2022 at 22:51 UTC to Wednesday, 23 February 2022 at 08:12 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 : 7588
Unique Edges : 4719
Edges With Duplicates : 13405
Total Edges : 18124
Number of Edge Types : 5
Retweet : 5593
MentionsInRetweet : 7433
Mentions : 3171
Tweet : 1679
Replies to : 248
Self-Loops : 1815
Reciprocated Vertex Pair Ratio : 0.0155693950177936
Reciprocated Edge Ratio : 0.0306614104248795
Connected Components : 903
Single-Vertex Connected Components : 381
Maximum Vertices in a Connected Component : 5531
Maximum Edges in a Connected Component : 15299
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.653454
Graph Density : 0.00015862385365084
Modularity : 0.481827
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,588 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, 24 February 2022 at 01:24 UTC.

The requested start date was Thursday, 24 February 2022 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, 9-hour, 20-minute period from Sunday, 20 February 2022 at 22:51 UTC to Wednesday, 23 February 2022 at 08:12 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:
[61] https://rogerpielkejr.substack.com/p/how-to-understand-the-new-ipcc-report?utm_source=url
[31] https://act.stand.earth/page/30571/petition/1?locale=en-US&en_chan=tw&ea.tracking.id=tw-share&utm_medium=social&utm_source=twitter&utm_content=CANA-EG-PET-FORESTS-PRIM-Old%20growth%20petition%20celeb%20video%20version
[24] https://thepeoplesmanifesto.blogspot.com
[23] https://itunes.apple.com/us/movie/eve-n-god-this-female-is-not-yet-rated/id1447735793
[19] https://twinybots.ch/
[19] https://play.google.com/store/apps/details?id=org.goodempire.goodempire&utm_source=newsletter&utm_medium=email&utm_campaign=its_time_name_the_app_is_ready&utm_term=2021-11-17
[13] https://www.bbc.co.uk/news/science-environment-60431081
[12] https://tetssol.com/
[12] https://tetstech.com/
[10] https://thomaskgirard.com/books/

Top URLs in Tweet in G1:
[2] https://discord.com/invite/RHINOSAVANNANFT

Top URLs in Tweet in G2:
[7] https://orfonline.org/expert-speaks/budget-provisions-for-energy-transition
[5] http://N.Am
[5] https://orfonline.org/expert-speaks/just-transition-declaration-can-it-be-the-way-towards-achieving-universal-access-to-clean-cooking-fuels-and-technologies
[5] https://orfonline.org/expert-speaks/australian-agriculture-amidst-droughts-productivity-gains-and-integration-into-global-value-chains-key-to-global-competitiveness
[4] https://phys.org/news/2022-02-greenland-ice-sheet-world-largest.html
[4] https://www.news-medical.net/news/20220221/Climate-change-is-sickening-literally!.aspx
[4] https://orfonline.org/expert-speaks/start-of-a-new-era-from-jakarta-to-nusantara
[3] https://berliner-schloss.de/
[3] https://youtu.be/MRMEq7vP9WM
[3] http://klimaschutz-netz.de/index.php/erde-und-mensch/klimaschutz-und-technik/erneuerbare-energien-wende/1834-afrika-eu-gipfel-klimaschutz-war-hauptthema?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[9] https://twinybots.ch/
[8] https://www.bbc.co.uk/news/science-environment-60431081
[5] http://www.kidzcoolit.com/reviews/vivid-goliath-recyclings.php
[4] https://news.bitcoin.com/president-of-the-central-bank-of-peru-criticizes-crypto-citing-lack-of-intrinsic-value-and-climate-change/
[4] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[3] https://rogerpielkejr.substack.com/p/how-to-understand-the-new-ipcc-report?utm_source=url
[3] https://www.bbc.com/news/science-environment-60431081
[3] http://africanclimes.blogspot.com/2022/02/what-are-greenhouse-gases.html
[3] https://www.joyofsustainability.com/
[2] https://www.desmog.com/ian-plimer/

Top URLs in Tweet in G4:
[11] https://tetssol.com/
[11] https://tetstech.com/
[7] https://www.internetbusinessideas-viralmarketing.com/alternative-energy.html
[6] https://thomaskgirard.com/books/
[6] https://www.jumanshop1.com/earth1277
[5] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[5] https://rpujolviven.blogspot.com/2016/10/hypocrisy-to-fight-against-climate.html
[5] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[5] https://app.box.com/s/iczm6m8sk4m3ba2l7juo4f7ehqok4wo4
[5] https://twinybots.ch/

Top URLs in Tweet in G5:
[3] https://www.iiot-world.com/energy/climate-action-carbon-capture-in-perspective/?utm_source=IIoTWorldSocialMedia
[2] https://thomaskgirard.com/books/
[2] https://www.ft.com/content/c31b3428-c46e-40b5-a0f8-9cfb13cfbe07
[2] https://www.agreenroadjournal.com/2014/09/2014-is-radiation-from-fukushima.html
[1] https://iopscience.iop.org/article/10.1088/1748-9326/ac5768
[1] https://twitter.com/i/status/1418617276153176069
[1] https://twitter.com/janhasselman/status/1496258180220870661
[1] https://twitter.com/GlobalJusticeUK/status/1496068138621878272
[1] https://twitter.com/ArtNotOil/status/1496119654489763843
[1] https://twitter.com/GlobalJusticeUK/status/1496067540694482950

Top URLs in Tweet in G6:
[5] https://www.williamquincybelle.com/2019/06/the-enemy-is-us.html
[3] https://worldwarzero.com/magazine/2022/02/global-study-finds-fire-intensity-is-growing-at-night/?emci=9d1682cb-fc90-ec11-a507-281878b83d8a&emdi=74d26602-0991-ec11-a507-281878b83d8a&ceid=1770621
[3] https://rogerpielkejr.substack.com/p/how-to-understand-the-new-ipcc-report?utm_source=url
[3] http://www.observertimes.in/climate-displacement-gaps-in-the-legal-framework-for-small-islandsarchipelago/
[2] https://www.washingtonpost.com/climate-solutions/2022/02/22/climate-change-actions-carbon-footprint/
[2] https://www.greenbiz.com/article/plastic-pollution-bad-how-exactly-it-linked-climate-change
[2] https://www.reuters.com/business/cop/exclusive-us-uae-push-another-4bln-farming-climate-change-investment-2022-02-20/
[2] https://www.sustainability-times.com/environmental-protection/restored-tropical-forests-will-store-carbon-even-in-the-face-of-climate-change/
[2] https://theconversation.com/why-urban-greening-isnt-a-panacea-for-extreme-weather-under-climate-change-176556?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://evolvinghumanity.life/2021/11/11/are-covid-conspiracies-rightwing-asking-for-a-friend/

Top URLs in Tweet in G7:
[21] https://thepeoplesmanifesto.blogspot.com
[9] https://general-strike-revolution.com
[8] https://www.dw.com/en/climate-change-activists-block-hamburg-port-bridge/a-60859220
[5] https://www.smh.com.au/environment/weather/bucket-load-of-rain-unloads-on-sydney-as-summer-draws-to-a-close-20220222-p59yo2.html
[5] https://www.nbcbayarea.com/news/local/climate-in-crisis/could-climate-change-impact-san-francicsos-sourdough-bread/2817485/
[4] https://insideclimatenews.org/news/22022022/racism-climate-change-research/
[3] https://www.insurancejournal.com/news/national/2022/02/17/654831.htm
[3] https://www.straitstimes.com:443/singapore/corals-show-rising-sea-levels-in-singapore-very-likely-due-to-climate-change
[2] https://www.gofundme.com/f/mulindwa-clean-and-safe-water-project?utm_source=customer&utm_medium=copy_link_all&utm_campaign=p_cp+share-sheet
[2] https://www.euronews.com/2022/02/19/storm-eunice-over-a-dozen-dead-as-gales-sweep-across-northern-europe

Top URLs in Tweet in G8:
[8] https://www.weforum.org/agenda/2021/01/polyester-fibres-arctic-ocean-climate-change-planet-ecosystem-environment?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=17/01/2021+14:00
[3] 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=29/01/2021+22:00
[3] https://www.weforum.org/agenda/2021/11/un-global-roadmap-net-zero-2050?utm_source=twitter&utm_medium=social_scheduler&utm_term=Road+to+COP26&utm_content=22/11/2021+12:30
[2] https://twitter.com/i/broadcasts/1gqxvldQYpgGB
[2] https://www.weforum.org/agenda/2021/11/covid-19-medium-term-inflation-economy?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=22/11/2021+21:00
[2] https://www.weforum.org/agenda/2021/07/this-dating-site-helps-recycle-your-waste?utm_source=twitter&utm_medium=social_scheduler&utm_term=Circular+Economy&utm_content=01/07/2021+18:45
[1] https://www.weforum.org/reports/biodivercities-by-2030-transforming-cities-relationship-with-nature
[1] 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=30/01/2021+14:45
[1] https://www.nrdc.org/stories/supreme-court-about-hamstring-epa-its-fight-against-climate-change
[1] https://www.cnn.com/2022/02/09/uk/nuclear-fusion-climate-energy-scn-intl/index.html

Top URLs in Tweet in G9:
[3] https://unfoundation.org/blog/post/what-to-know-about-major-upcoming-un-climate-change-reports/?utm_source=Twitter&utm_medium=Organic&utm_campaign=UNF_blog
[2] https://adobe.ly/3E4ZMP4
[2] https://teams.microsoft.com/registration/5Tu1ok5zbE6rDdGE9g_ZFw,7yEMLoSp1kejMtWbm58yzg,PcVBGfHOAEGPApEmdFHoLQ,Ju8UECdXlEKKCnl7ZidFVg,aLiZ9CSUPE2UYKNnIpLIpg,BRA0p0Ht8kWd00eD0IiXfw?mode=read&tenantId=a2b53be5-734e-4e6c-ab0d-d184f60fd917
[1] https://africa.unwomen.org/en/stories/announcement/2022/02/from-passion-to-profit-video-challenge
[1] https://twitter.com/GeraldKutney/status/1496251979349344264
[1] https://www.gofundme.com/f/help-the-pastoral-people-of-magadi-access-water?utm_campaign=p_cp+share-sheet&utm_medium=copy_link_all&utm_source=customer
[1] https://www.gofundme.com/f/help-the-pastoral-people-of-magadi-access-water?utm_campaign=p_cp+share-sheet&utm_medium=chat&utm_source=whatsApp
[1] https://oe.cd/plastics-outlook
[1] https://www.bbc.co.uk/news/science-environment-60431081?at_medium=RSS&at_campaign=KARANGA
[1] https://exxonknew.org

Top URLs in Tweet in G10:
[1] https://us02web.zoom.us/webinar/register/WN_8TlN-2lnTS-cMwy_BAtpzA
[1] https://www.unwomen.org/en/news-stories/in-focus/2022/02/in-focus-international-day-of-women-and-girls-in-science
[1] https://www.iucn.org/theme/water/our-work/thematic-work/wetlands
[1] https://www.iucn.org/news/nature-based-solutions/202007/iucn-standard-boost-impact-nature-based-solutions-global-challenges
[1] https://bit.ly/3GZCxHO
[1] https://twitter.com/resident_north/status/1495717169316962306
[1] https://bit.ly/ggkp-w1
[1] https://buff.ly/34Sji5Y
[1] https://bit.ly/353AghH
[1] https://news.un.org/en/story/2022/02/1112132

Top Domains
Top Domains in Tweet in Entire Graph:
[312] twitter.com
[119] youtube.com
[111] blogspot.com
[67] co.uk
[64] substack.com
[50] bit.ly
[39] theguardian.com
[37] cleantechnica.com
[34] com.au
[32] stand.earth

Top Domains in Tweet in G1:
[2] discord.com

Top Domains in Tweet in G2:
[37] twitter.com
[29] orfonline.org
[26] youtube.com
[9] co.uk
[8] blogspot.com
[8] phys.org
[6] youtu.be
[6] slconcordtimes.com
[5] n.am
[5] datadriveninvestor.com

Top Domains in Tweet in G3:
[58] twitter.com
[17] co.uk
[11] blogspot.com
[11] youtube.com
[9] twinybots.ch
[6] theguardian.com
[5] washingtonpost.com
[5] com.au
[5] kidzcoolit.com
[4] weforum.org

Top Domains in Tweet in G4:
[69] blogspot.com
[35] cleantechnica.com
[32] twitter.com
[17] natecosystem.com
[16] gpwx.news
[12] co.uk
[11] theguardian.com
[11] box.com
[11] tetssol.com
[11] tetstech.com

Top Domains in Tweet in G5:
[7] twitter.com
[3] ft.com
[3] iiot-world.com
[2] thomaskgirard.com
[2] agreenroadjournal.com
[1] iop.org
[1] gpwx.news
[1] gofundme.com
[1] co.uk
[1] cleantechnica.com

Top Domains in Tweet in G6:
[39] youtube.com
[36] twitter.com
[6] theconversation.com
[5] williamquincybelle.com
[4] washingtonpost.com
[4] reuters.com
[4] com.au
[3] theguardian.com
[3] worldwarzero.com
[3] amazon.com

Top Domains in Tweet in G7:
[21] blogspot.com
[13] twitter.com
[9] general-strike-revolution.com
[8] dw.com
[5] com.au
[5] nbcbayarea.com
[4] insideclimatenews.org
[3] theguardian.com
[3] insurancejournal.com
[3] straitstimes.com

Top Domains in Tweet in G8:
[23] weforum.org
[3] twitter.com
[1] nrdc.org
[1] cnn.com
[1] linkedin.com
[1] epa.gov
[1] bbc.com
[1] foxnews.com
[1] org.uk
[1] nwf.org

Top Domains in Tweet in G9:
[3] unfoundation.org
[2] adobe.ly
[2] twitter.com
[2] gofundme.com
[2] co.uk
[2] microsoft.com
[2] bit.ly
[1] unwomen.org
[1] oe.cd
[1] exxonknew.org

Top Domains in Tweet in G10:
[4] twitter.com
[3] bit.ly
[2] unwomen.org
[2] iucn.org
[2] globalactionplan.ie
[1] zoom.us
[1] buff.ly
[1] un.org
[1] vox.com
[1] unfoundation.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5070] climatechange
[558] climatecrisis
[425] climateaction
[372] globalwarming
[327] climate
[317] environment
[231] climateemergency
[208] nature
[183] sustainability
[158] climatereport



Top Hashtags in Tweet in G1:
[2] nft
[2] nfts
[2] nftlaunch
[2] endangeredanimals
[2] climatechange
[2] sol
[2] rhinonft
[2] nftcollection

Top Hashtags in Tweet in G2:
[737] climatechange
[57] climate
[53] climatecrisis
[45] environment
[36] climateaction
[32] globalwarming
[25] nature
[18] ecosystem
[16] euspace
[16] climateemergency

Top Hashtags in Tweet in G3:
[431] climatechange
[34] climatecrisis
[28] climate
[26] globalwarming
[21] environment
[20] sustainability
[19] climateaction
[15] climateemergency
[14] sustainable
[10] nature

Top Hashtags in Tweet in G4:
[580] climatechange
[175] climateaction
[160] globalwarming
[136] climatecrisis
[118] environment
[114] climate
[97] renewables
[62] renewableenergy
[60] sustainability
[51] climateemergency

Top Hashtags in Tweet in G5:
[178] climatechange
[67] climatecrisis
[38] climateaction
[32] fridaysforfuture
[27] climatestrike
[23] climateemergency
[21] glacier
[18] extinctionrebellion
[18] globalwarming
[16] renewables

Top Hashtags in Tweet in G6:
[386] climatechange
[72] bullshitjobs
[72] globalwarming
[67] savetheplanet
[46] climatecrisis
[42] climateaction
[40] climateemergency
[38] environment
[37] covid19
[37] climatereport

Top Hashtags in Tweet in G7:
[120] climatechange
[21] climatejustice
[21] breakthemachine
[21] taxstrike2021
[21] unite
[21] generalstrikerevolution
[16] fossilfuel
[13] climatecrisis
[10] generalstrike
[10] gsr

Top Hashtags in Tweet in G8:
[59] climatechange
[9] roundup
[9] wildhorses
[9] overpopulation
[9] drought
[9] excuses
[9] cattle
[9] climateaction
[8] oceans
[6] climatecrisis

Top Hashtags in Tweet in G9:
[118] climatechange
[93] climatereport
[92] ipcc
[9] foodsecurity
[4] csw66
[4] environmental
[4] biodiversity
[2] livingintheasals
[2] climateaction
[2] climatejustice

Top Hashtags in Tweet in G10:
[101] climatechange
[35] wetlands
[17] csw66
[13] cop26
[13] ej4climate
[12] hedgerows
[12] ecocide
[12] naturedepletion
[11] copernicus
[10] stockholm50

Top Words
Top Words in Tweet in Entire Graph:
[5064] #climatechange
[1902] climate
[1517] change
[1433] more
[1023] very
[978] saving
[976] animals
[975] soon
[969] info
[964] endangered

Top Words in Tweet in G1:
[958] rhino
[958] savanna
[958] saving
[958] endangered
[958] animals
[958] climate
[958] change
[958] sol
[958] nft
[958] releasing

Top Words in Tweet in G2:
[736] #climatechange
[165] climate
[92] more
[88] change
[70] world
[66] energy
[61] #climate
[53] #climatecrisis
[53] one
[48] global

Top Words in Tweet in G3:
[431] #climatechange
[79] climate
[52] change
[49] more
[34] #climatecrisis
[30] global
[28] #climate
[26] #globalwarming
[23] world
[23] energy

Top Words in Tweet in G4:
[580] #climatechange
[175] #climateaction
[160] #globalwarming
[136] #climatecrisis
[122] climate
[118] #environment
[118] #climate
[115] change
[97] #renewables
[62] #renewableenergy

Top Words in Tweet in G5:
[175] #climatechange
[67] #climatecrisis
[38] #climateaction
[36] beeasmarine
[32] #fridaysforfuture
[32] ristori20
[31] due
[30] aaravseth_
[28] first
[28] climate

Top Words in Tweet in G6:
[385] #climatechange
[86] billion
[76] caused
[72] #bullshitjobs
[72] #globalwarming
[71] being
[71] contributing
[67] #savetheplanet
[65] same
[65] non

Top Words in Tweet in G7:
[120] #climatechange
[46] allanmargolin
[27] know
[24] climate
[21] #climatejustice
[21] #breakthemachine
[21] #taxstrike2021
[21] #unite
[21] #generalstrikerevolution
[20] despairjustin

Top Words in Tweet in G8:
[60] #climatechange
[28] wef
[24] climate
[19] change
[19] errollynch7
[19] lynch3errol
[19] senwarren
[19] epoorg
[19] eu_commission
[19] eu_eeas

Top Words in Tweet in G9:
[118] #climatechange
[105] ipcc_ch
[93] #climatereport
[92] #ipcc
[91] next
[89] impacts
[80] adaptation
[78] vulnerability
[46] scheduled
[46] present

Top Words in Tweet in G10:
[101] #climatechange
[36] world
[36] wetlands
[35] #wetlands
[35] iucn
[31] earth
[31] threatened
[31] ecosystem
[31] 35
[31] lost

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1382] climate,change
[962] soon,more
[961] rhino,savanna
[961] savanna,saving
[961] saving,endangered
[961] endangered,animals
[961] animals,climate
[961] change,sol
[961] sol,nft
[961] nft,releasing

Top Word Pairs in Tweet in G1:
[958] rhino,savanna
[958] savanna,saving
[958] saving,endangered
[958] endangered,animals
[958] animals,climate
[958] climate,change
[958] change,sol
[958] sol,nft
[958] nft,releasing
[958] releasing,very

Top Word Pairs in Tweet in G2:
[66] climate,change
[20] #climatechange,#climatecrisis
[17] energy,transition
[15] #euspace,#climatechange
[15] #climatechange,awareness
[15] #climatechange,#umbriel
[14] sea,levels
[14] climate,related
[13] congratulations,jessdiggs
[13] address,#climatechange

Top Word Pairs in Tweet in G3:
[46] climate,change
[14] #climatechange,#climatecrisis
[14] global,warming
[12] #climatechange,#climateaction
[9] #climate,#climatechange
[8] #environment,#climatechange
[8] #globalwarming,#climatechange
[7] read,more
[7] report,sound
[6] news,#climatechange

Top Word Pairs in Tweet in G4:
[64] #globalwarming,#climatechange
[56] climate,change
[47] #climatechange,#climateaction
[45] #tesla,#ev
[44] #environment,#climatechange
[44] #climate,change
[38] #climatechange,#renewables
[35] #ev,#climatechange
[34] #climatecrisis,#globalwarming
[32] #climatechange,#environment

Top Word Pairs in Tweet in G5:
[21] okjökull,#glacier
[21] #glacier,first
[21] first,iceland's
[21] iceland's,glaciers
[21] glaciers,melt
[21] melt,due
[21] due,#climatechange
[21] #climatechange,icelandic
[21] icelandic,citizens
[21] citizens,held

Top Word Pairs in Tweet in G6:
[68] #climatechange,being
[68] being,caused
[64] non,contributing
[61] caused,same
[61] same,billion
[61] billion,non
[57] contributing,#bullshitjobs
[38] #bullshitjobs,allow
[36] #covid19,spread
[36] #climatereport,#climatechange

Top Word Pairs in Tweet in G7:
[21] allanmargolin,#climatechange
[21] #climatechange,#climatejustice
[21] #climatejustice,#breakthemachine
[21] #breakthemachine,#taxstrike2021
[21] #taxstrike2021,#unite
[21] #unite,#generalstrikerevolution
[16] know,according
[16] according,climate
[16] climate,accountability
[16] accountability,institute

Top Word Pairs in Tweet in G8:
[19] errollynch7,lynch3errol
[19] lynch3errol,senwarren
[19] senwarren,epoorg
[19] epoorg,eu_commission
[19] eu_commission,eu_eeas
[19] eu_eeas,antonioguterres
[19] antonioguterres,vonderleyen
[19] vonderleyen,jensstoltenberg
[18] climate,change
[11] sixsign,errollynch7

Top Word Pairs in Tweet in G9:
[79] impacts,adaptation
[78] adaptation,vulnerability
[77] next,#climatereport
[73] ipcc_ch,#ipcc
[57] #climatereport,#climatechange
[45] #ipcc,scheduled
[45] scheduled,present
[45] present,next
[45] #climatechange,2022
[45] 2022,impacts

Top Word Pairs in Tweet in G10:
[31] wetlands,earth
[31] earth,threatened
[31] threatened,ecosystem
[31] ecosystem,35
[31] 35,world
[31] world,#wetlands
[31] #wetlands,lost
[31] lost,1970
[31] 1970,protecting
[31] protecting,help

Top Replied-To
Top Replied-To in Entire Graph:
@_globalcrisis_
@creativescty
@errollynch7
@pinkrocktopus
@ric15270334
@hazloe3
@tintincognito
@lovemoz1
@geraldkutney
@cnnbrk

Top Replied-To in G2:
@ric15270334
@lovemoz1
@nikkiboy180
@oceanovation
@reuters
@ihasabala
@china__focus
@hawkeyeindallas
@pierrepoilievre
@tintincognito

Top Replied-To in G4:
@a_w_global
@reuters

Top Replied-To in G5:
@hazloe3
@geraldkutney
@jackthelad1947
@seth_leitman
@ecowarriorss
@zacharypbeasley
@kaohua3
@beeasmarine
@cailinaseirinn
@scottmorrisonmp

Top Replied-To in G6:
@tintincognito
@richardeudes
@france24_en
@kurtschlichter
@theeconomist
@kuminaidoo
@peterschiff
@darielgarner
@kentwalker84
@amandaehorvath

Top Replied-To in G7:
@gretathunberg

Top Replied-To in G8:
@errollynch7
@cnn
@bbcstever
@_africanunion
@andrewyang
@johnrlottjr
@comicdavesmith

Top Replied-To in G9:
@exxonmobil
@brett7202
@sustainablelsps
@ipcc_ch

Top Replied-To in G10:
@vanamalihermans
@un_csw
@nrwnetwork

Top Mentioned
Top Mentioned in Entire Graph:
@rhinosavannanft
@ipcc_ch
@mikehudema
@islaminind
@friendsoscience
@zartajgulwazir
@bullshitjobs
@ronbrownstein
@allanmargolin
@tonyhussein4

Top Mentioned in G1:
@rhinosavannanft

Top Mentioned in G2:
@citizensclimate
@jessdiggs
@joebiden
@defis_eu
@danielturnerptf
@presssec
@wbg_climate
@environmentca
@efforceofficial

Top Mentioned in G3:
@abcgconserve
@drgem2015
@earthkikashi
@junglovn
@gathinyejoan
@batrosben
@the_bigq
@spa_cie
@lenrdiscovery
@childfundindia

Top Mentioned in G4:
@zxcxz_xyz
@earthmanat
@al_maldives
@napbot
@myzerocarbon
@rpujolvives
@bobhillbrain
@thecamh
@pauledawson
@usajobsfactory

Top Mentioned in G5:
@beeasmarine
@ristori20
@aaravseth_
@debraruh
@jackthelad1947
@arikring
@christinemilne
@kirillklip
@seth_leitman
@techcentric_

Top Mentioned in G6:
@bullshitjobs
@earthaccounting
@gaellemogli
@thehill
@genci_fr
@citedessciences
@senatorromney
@guardian
@cansouthasia
@cclmontana

Top Mentioned in G7:
@allanmargolin
@despairjustin
@steamaxindia
@evanquartermain
@walt_handelsman
@mulindwa_guy
@fullerproject
@melbourne_7
@b
@climatecomms

Top Mentioned in G8:
@un
@wef
@lynch3errol
@senwarren
@epoorg
@eu_commission
@eu_eeas
@antonioguterres
@vonderleyen
@jensstoltenberg

Top Mentioned in G9:
@ipcc_ch
@unwomenafrica
@floodalliance
@ifad
@lizzywhitehead1
@croptrust
@oecd_env
@elsherif
@cipotato
@unfoundation

Top Mentioned in G10:
@iucn
@ungeneva
@nrwnetwork
@cecweb
@embeck2015
@copernicuseu
@stockholmplus50
@wwda_au
@un_csw
@xrsouthwark

Top Tweeters
Top Tweeters in Entire Graph:
@chris_1791
@rk70534
@xaelbot
@monicasloves
@federicoalves
@mattmurph24
@loupo85
@kat4obama
@charlesfrize
@geoffrey_payne

Top Tweeters in G1:
@resnuasli
@nfny63
@cisskarahayu___
@asriryzki
@tiapharinangis
@anik0405
@viiiminryung
@nathaniafred
@sukaasenja
@jiamaubigwin

Top Tweeters in G2:
@loupo85
@geoffrey_payne
@jfsebastian146
@b1e56df9ce6549f
@betterw05759703
@angelakorras
@billieo2
@ksp_libs
@411emilio
@aquarius1049

Top Tweeters in G3:
@percievedlogic
@paulrogers002
@nst_online
@davidabatchelor
@stock_titan
@carlnyberg312
@drgem2015
@macilree
@jeanfrancis
@fortivus

Top Tweeters in G4:
@charlesfrize
@reuters
@al_maldives
@myfoodfantasy69
@awarding_women
@mentalhealthbo5
@jamesvgingerich
@nzstuff
@politico
@wannawincompo

Top Tweeters in G5:
@bannerite
@lehimesa
@dancas2
@jilliemary
@mccarrenbill
@blanketcrap
@carlyinnj
@njdoc
@cberrl
@frackhazreveal

Top Tweeters in G6:
@thehill
@guardian
@dataaugmented
@pqpolitics
@kurtschlichter
@telegraph
@garioncoyote
@nomoreslaves
@davidmatheson27
@riverasunauthor

Top Tweeters in G7:
@monicasloves
@thepoliticalcat
@rosenchild
@mdjacksondallas
@thestephenralph
@tates5a
@areck0001
@purrmonsta
@didifrench
@orca_waves

Top Tweeters in G8:
@awkward_1110
@tyberzannxxxx
@_pehicc
@patrici04278024
@ilovebooks786
@cnn
@bbcworld
@peter_mugridge
@sally8229650811
@nbcnews

Top Tweeters in G9:
@amazingchevvolt
@qldaah
@off_valpo
@the_plugseeker
@djriveraros
@laurajmg
@mia
@iamzaki
@abukaalfred
@_ameyaw_

Top Tweeters in G10:
@hughjaeger
@ossmeteobargone
@remirol1956
@baluch_h1
@macharoesink
@andreww66619812
@elly189245978
@iwanhi
@eviedaisy3
@voxdotcom


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