#Climate, Twitter, 8/22/2019 12:17:51 PM, 207521


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#Climate_2019-08-22_01-16-25.xlsx
#Climate_2019-08-22_01-16-25.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 22, 2019
Short Description:
#Climate via NodeXL http://bit.ly/2Novb8D
@mikehudema
@think_or_swim
@elizabethmay
@un
@unfccc
@allanmargolin
@gretathunberg
@rdns_tai
@environtwitbot
@friendsoscience

Top hashtags:
#climate
#amazonrainforest
#climatechange
#solar
#worldhumanitarianday
#energy

Description:
Description
The graph represents a network of 15,649 Twitter users whose recent tweets contained "#Climate", 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 Thursday, 22 August 2019 at 09:46 UTC.

The tweets in the network were tweeted over the 2-day, 18-hour, 51-minute period from Monday, 19 August 2019 at 13:26 UTC to Thursday, 22 August 2019 at 08:18 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 : 15649
Unique Edges : 26733
Edges With Duplicates : 7225
Total Edges : 33958
Self-Loops : 2470
Reciprocated Vertex Pair Ratio : 0.0138026728985613
Reciprocated Edge Ratio : 0.0272295058348941
Connected Components : 1110
Single-Vertex Connected Components : 590
Maximum Vertices in a Connected Component : 13163
Maximum Edges in a Connected Component : 30227
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.262988
Graph Density : 0.000113380040486851
Modularity : 0.698849
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[73] https://www.weforum.org/agenda/2019/04/mosquito-borne-diseases-could-reach-extra-one-billion-people-as-climate-warms
[44] https://www.bbc.co.uk/news/science-environment-49130995
[42] https://www.axios.com/why-climate-change-is-so-hard-to-tackle-the-global-problem-5035a6ec-2d92-4cf9-9926-f763d4481bb4.html
[36] https://www.theguardian.com/cities/2019/aug/21/nearly-200-us-cities-extremely-hot-days-analysis?CMP=share_btn_tw
[30] https://www.weforum.org/agenda/2019/03/us-faces-fresh-water-shortages-due-to-climate-change-research-says
[28] https://www.smh.com.au/environment/climate-change/warming-climate-to-stir-up-more-damaging-waves-as-rare-event-nears-research-20190819-p52ijl.html
[28] https://www.theguardian.com/cities/2019/aug/20/death-blackouts-melting-asphalt-ways-the-climate-crisis-will-change-how-we-live
[20] https://u2b.com/2019/08/22/penn-state-university-is-home-to-pennsylvanias-largest-solar-project/
[19] https://www.theglobeandmail.com/politics/article-environment-groups-warned-saying-climate-is-real-could-be-seen-as/
[19] https://secure.actblue.com/donate/dw_tnsen

Top URLs in Tweet in G1:
[40] https://www.bbc.co.uk/news/science-environment-49130995
[23] https://www.smh.com.au/environment/climate-change/warming-climate-to-stir-up-more-damaging-waves-as-rare-event-nears-research-20190819-p52ijl.html
[10] http://news.trust.org/item/20190819223716-606fb/
[9] http://news.trust.org/item/20190819233721-jaa90/
[6] https://www.cbc.ca/news/canada/north/arctic-warmest-in-10000-years-1.5094392?fbclid=IwAR1WhVg227gfVDvfZhc9aNaxjWPANJvPazgnhjm6Vb6sLIn6KRcvtQopGRk
[5] https://greennewdealcanada.ca/?org=greenpeace&utm_campaign=oil&campaign_project=climatemob&utm_medium=post&utm_term=sign&utm_content=link&content_specific=gnd.mikehudema&ea_tracking_id=en_oil_climatemob_t.co_post_20190506_sign_link_gnd.mikehudema
[5] http://news.trust.org/item/20190820194520-cd7eq/
[4] https://blogs.scientificamerican.com/observations/scientists-have-been-underestimating-the-pace-of-climate-change/
[4] https://www.momscleanairforce.org/climate-strike/
[4] https://cleantechnica-com.cdn.ampproject.org/v/s/cleantechnica.com/2019/08/18/clean-energy-at-1-cent-per-kilowatt-hour/amp/?amp_js_v=a2&_gsa=1#referrer=https://www.google.com&_tf=From%20%251$s&share=https://cleantechnica.com/2019/08/18/clean-energy-at-1-cent-per-kilowatt-hour/

Top URLs in Tweet in G2:
[2] https://www.environmentjobs.com/green-jobs/climate-finance-consultant.63172.htm
[1] https://phys.org/news/2019-08-climate-deniers-media-scientists.html
[1] https://www.theguardian.com/world/2019/aug/19/iceland-holds-funeral-for-first-glacier-lost-to-climate-change?CMP=share_btn_tw
[1] https://twitter.com/ClimateValuati2/status/1164097884024791040
[1] https://www.theguardian.com/commentisfree/2019/aug/13/its-a-global-death-sentence-to-keep-eating-like-this-dinnertime-at-the-foreclaws?CMP=share_btn_tw
[1] https://thehill.com/policy/energy-environment/458297-trump-to-skip-un-climate-summit-officials-say
[1] https://www.theguardian.com/environment/2017/feb/09/new-energy-europe-renewable-sources-2016
[1] https://soundcloud.com/thestandwitheamondunphy/ep-478-climate-change-business-as-usual-no-longer-an-option-the-nuclear-alternative

Top URLs in Tweet in G3:
[66] https://www.weforum.org/agenda/2019/04/mosquito-borne-diseases-could-reach-extra-one-billion-people-as-climate-warms
[24] https://www.weforum.org/agenda/2019/03/us-faces-fresh-water-shortages-due-to-climate-change-research-says
[11] https://www.noaa.gov/news/july-2019-was-hottest-month-on-record-for-planet
[6] https://www.washingtonpost.com/weather/2019/08/19/climate-change-could-cost-us-up-percent-its-gdp-by-study-finds/?mc_cid=fbb383e873&mc_eid=ed83acf6a7
[5] https://www.youtube.com/watch?v=bpxAIYrtGLw&feature=youtu.be

[4] https://www.youtube.com/watch?v=Wh2fY9JMZ8U&feature=youtu.be

[3] https://twitter.com/rharrabin/status/1164409744465047554
[3] https://www.weforum.org/agenda/2019/07/arctic-on-fire-climate-change?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs
[3] https://blog.friendsofscience.org/2019/08/18/case-dismissed-an-open-letter-to-law-professors-pushing-for-climate-accountability-legislation-in-canada/
[3] https://photos.google.com/share/AF1QipO3m9GQBNzIyYV2--XP5muMXtx8_1Jqx6ITXzRFh4BR2znqdI3VZS7dROdc5cbf6g?key=RWNYUkt1T0JfcWRXV0JZSFI1RU1RY1JvTl9fWjdn

Top URLs in Tweet in G4:
[9] http://claxon.nz/
[7] https://www.cgiar.org/news-events/news/ipsnews-net-is-india-on-track-to-beat-the-perfect-storm/
[7] https://www.cgiar.org/news-events/news/alternatives-to-burning-can-increase-indian-farmers-profits-and-cut-pollution-new-study-shows/
[5] https://phys.org/news/2019-08-climate-crisis-rights.html
[4] https://www.cgiar.org/news-events/news/new-drought-monitoring-system-will-reduce-climate-risks-for-south-asian-farmers/
[3] https://www.cgiar.org/news-events/news/thomson-reuters-its-time-to-look-underground-for-climate-resilience-in-sub-saharan-africa/
[3] https://www.bbc.co.uk/news/science-environment-49130995
[3] https://www.axios.com/why-climate-change-is-so-hard-to-tackle-the-global-problem-5035a6ec-2d92-4cf9-9926-f763d4481bb4.html
[2] https://www.adaptation-undp.org/learning-lead-women-take-action-community-based-disaster-risk-reduction-cambodia
[2] https://www.cgiar.org/news-events/vacancy/consultancy-livestock-management-systems-and-climate-change/

Top URLs in Tweet in G5:
[13] https://www.theguardian.com/cities/2019/aug/20/how-us-cities-are-scrambling-to-protect-people-from-extreme-heat?platform=hootsuite
[10] https://www.dallasnews.com/business/business/2015/10/18/solar-and-wind-power-surge-as-drilling-and-mining-falter
[10] https://www.facebook.com/events/499431024151656/?ti=as
[10] https://strikewithus.org/us-climate-strike-moms-clean-air-force/
[9] https://www.theguardian.com/environment/climate-consensus-97-per-cent/2015/nov/05/scientists-warned-the-president-about-global-warming-50-years-ago-today
[8] https://www.axios.com/why-climate-change-is-so-hard-to-tackle-the-global-problem-5035a6ec-2d92-4cf9-9926-f763d4481bb4.html
[7] https://www.washingtonpost.com/news/energy-environment/wp/2016/04/15/scorching-march-temperatures-set-another-global-record-for-the-third-straight-month-this-year/
[6] http://mission2020.global
[6] https://uniteideas.spigit.com/main/Page/summerofsolutions?platform=hootsuite
[6] https://www.euronews.com/2016/03/09/dutch-team-unveils-sleek-solar-powered-bike/

Top URLs in Tweet in G6:
[16] https://www.theglobeandmail.com/politics/article-environment-groups-warned-saying-climate-is-real-could-be-seen-as/
[14] https://www.straight.com/news/1287116/physics-loses-and-climate-nihilism-wins-again-elections-canadas-bizarre-ruling
[9] https://www.youtube.com/watch?v=Nxt5_-SzAUQ&feature=youtu.be

[6] https://climatecrocks.com/2019/08/21/insurers-quietly-withdrawing-from-climate-risk-areas/
[5] https://www.theguardian.com/world/2019/may/09/jair-bolsonaro-brazil-amazon-rainforest-environment
[5] https://www.ecowatch.com/amazon-deforestation-norway-fund-2639894385.html
[5] https://gfycat.com/whichdistantgoldenretriever
[4] https://www.straight.com/news/1287001/ndp-candidate-yvonne-hanson-takes-issue-elections-canada-decree-climate-advertising?utm_medium=social&utm_campaign=hootsuite
[4] https://www.futuretimeline.net/blog/2019/08/21.htm#.XV2b-solMiA.twitter
[4] https://truthout.org/articles/chomsky-by-focusing-on-russia-we-ignore-trumps-existential-threat-to-climate/

Top URLs in Tweet in G7:
[5] https://www.cnn.com/2019/08/19/weather/greenland-nasa-climate-battle-intl/index.html
[5] https://www.weforum.org/agenda/2019/03/us-faces-fresh-water-shortages-due-to-climate-change-research-says
[4] https://phys.org/
[4] https://www.weforum.org/agenda/2019/04/mosquito-borne-diseases-could-reach-extra-one-billion-people-as-climate-warms
[3] https://www.theguardian.com/cities/2019/aug/20/death-blackouts-melting-asphalt-ways-the-climate-crisis-will-change-how-we-live
[3] http://thetotalreport.com/environment/u-s-significantly-weakens-endangered-species-act/
[3] https://sites.google.com/site/5021physics/home
[3] https://www.researchgate.net/publication/304456294_Summary_of_Physics_foundation_for_mathematics_transpose
[3] https://www.bbc.com/news/world-latin-america-49415973
[3] https://www.cnn.com/2019/08/21/americas/amazon-rainforest-fire-intl-hnk-trnd/index.html

Top URLs in Tweet in G8:
[6] https://www.norden.org/en/news/prime-ministers-call-integration-and-focus-climate
[2] http://www.antarcticglaciers.org/glaciers-and-climate/ice-cores/ice-core-basics/
[2] http://www.europarl.europa.eu/sides/getDoc.do?pubRef=-//EP//TEXT+REPORT+A4-1999-0005+0+DOC+XML+V0//EN
[2] https://www.youtube.com/watch?v=hEV5blIdo48&feature=youtu.be

[1] https://www.euronews.com/2019/08/20/climate-change-top-of-the-agenda-as-nordic-ministers-meet-germany-s-merkel-in-iceland
[1] https://www.norden.org/en/news/prime-ministers-call-integration-and-focus-climate?fbclid=IwAR022FfZPDh52ivwxZKoGrTvEYRkrq_WXYCZMf1J8eW7Q6FkM28Ieo_CZVc
[1] https://twitter.com/gggi_hq/status/1163369199009353729
[1] https://twitter.com/nordenen/status/1163788330464698369
[1] https://www.norden.org/no/news/statsministrene-vil-ha-en-integrert-region-med-storre-fokus-pa-klimasporsmalet
[1] https://twitter.com/pmagn/status/1164205023267475458

Top URLs in Tweet in G9:
[4] http://cci.esa.int
[1] https://www.globalwitness.org/en/campaigns/oil-gas-and-mining/us-set-to-drown-world-oil/?utm_source=hootsuite&utm_medium=twitter_
[1] https://twitter.com/Global_Witness/status/1163785267544764416
[1] http://cci.esa.int/content/posters-factsheets-flyers
[1] http://cci.esa.int/data
[1] https://www.ametsoc.org/ams/index.cfm/publications/bulletin-of-the-american-meteorological-society-bams/state-of-the-climate/
[1] https://twitter.com/iemanet/status/1153311555976617984
[1] https://www.iema.net/resources/blog/2019/07/22/communicating-climate-impacts/
[1] https://twitter.com/UNL_OS/status/1164189900666810368
[1] https://www.bloomberg.com/news/articles/2019-08-15/u-s-farmers-plant-crops-you-won-t-eat-in-climate-change-fight?fbclid=IwAR2qvPa9kyIPfyjEayf7S2fEsaNFzEuZ2BQBdMQ6iZeOIkAlkJALUidf1Kg

Top URLs in Tweet in G10:
[9] https://www.greenpeace.org/belgium/fr/jobs/6362/greenpeace-belgiquerecherche-une-climate-energy-campaigner__trashed/
[2] http://wwf.panda.org/our_work/climate_and_energy/?351854/How-Latin-America-can-lead-on-climate-ambition
[1] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/825172/DESA-Flyer-Ahust19.pdf
[1] https://jobs.theguardian.com/job/6955274/dfid-s-direct-entry-scheme-for-advisers-desa-/?TrackID=22
[1] https://careers-wwfus.icims.com/jobs/2432/senior-program-officer,-forest-&-climate-policy---20013/job
[1] https://twitter.com/natgeo/status/1164147656995803142
[1] http://news.trust.org/item/20190820142732-2x4p5/
[1] https://carbonmarketwatch.org/2019/08/21/vacancy-for-policy-officer/
[1] https://lesliedavenport.com/wp-content/uploads/2019/08/The-Role-of-Systemic-Therapists-in-Environmental-Crisis.pdf
[1] https://www.goodnewsnetwork.org/gamechanging-pink-seaweed-reduces-cow-emissions/#.XVrTC5Sao5k.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[537] twitter.com
[347] ecointernet.org
[188] theguardian.com
[116] weforum.org
[114] youtube.com
[105] co.uk
[76] gpwx.news
[68] trust.org
[61] com.au
[56] greentech-news.org

Top Domains in Tweet in G1:
[61] trust.org
[42] co.uk
[24] com.au
[10] twitter.com
[8] cbc.ca
[5] greennewdealcanada.ca
[5] theguardian.com
[4] scientificamerican.com
[4] momscleanairforce.org
[4] indiatimes.com

Top Domains in Tweet in G2:
[3] theguardian.com
[2] environmentjobs.com
[1] phys.org
[1] twitter.com
[1] thehill.com
[1] soundcloud.com

Top Domains in Tweet in G3:
[96] weforum.org
[95] twitter.com
[44] youtube.com
[11] noaa.gov
[6] ecomagazine.com
[6] washingtonpost.com
[6] climatism.blog
[6] friendsofscience.org
[5] cnn.com
[4] nytimes.com

Top Domains in Tweet in G4:
[30] cgiar.org
[10] twitter.com
[9] claxon.nz
[6] tinyurl.com
[6] phys.org
[5] co.uk
[5] climatenorthernireland.org
[3] adaptation-undp.org
[3] citylab.com
[3] faveeo.com

Top Domains in Tweet in G5:
[50] twitter.com
[42] theguardian.com
[16] com.au
[13] facebook.com
[11] nytimes.com
[10] dallasnews.com
[10] strikewithus.org
[9] washingtonpost.com
[8] axios.com
[8] org.au

Top Domains in Tweet in G6:
[42] faveeo.com
[30] straight.com
[22] blogspot.com
[21] theguardian.com
[16] theglobeandmail.com
[14] twitter.com
[14] climatecrocks.com
[11] youtube.com
[8] nytimes.com
[6] ecowatch.com

Top Domains in Tweet in G7:
[96] twitter.com
[23] nature.com
[20] theguardian.com
[17] cnn.com
[16] instagram.com
[12] youtube.com
[12] co.uk
[9] weforum.org
[8] blogspot.com
[8] linkedin.com

Top Domains in Tweet in G8:
[8] norden.org
[6] twitter.com
[3] youtube.com
[2] su.se
[2] antarcticglaciers.org
[2] europa.eu
[1] euronews.com
[1] ac.uk
[1] nytimes.com
[1] lecho.be

Top Domains in Tweet in G9:
[6] esa.int
[5] bloomberg.com
[3] twitter.com
[1] globalwitness.org
[1] ametsoc.org
[1] iema.net

Top Domains in Tweet in G10:
[9] greenpeace.org
[3] theguardian.com
[3] twitter.com
[2] panda.org
[2] googleapis.com
[2] paper.li
[1] gov.uk
[1] icims.com
[1] trust.org
[1] carbonmarketwatch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9758] climate
[1674] amazonrainforest
[1260] climatechange
[1040] solar
[647] worldhumanitarianday
[547] energy
[456] environment
[451] amazon
[387] wind
[373] renewable



Top Hashtags in Tweet in G1:
[785] climate
[736] solar
[289] amazon
[289] renewable
[288] wind
[287] denmark
[252] actonclimate
[251] energy
[243] renewableenergy
[198] climatechange

Top Hashtags in Tweet in G2:
[1506] climate
[1486] amazonrainforest
[7] amazon
[6] solar
[4] rt
[2] actonclimate
[2] energy
[2] environmentjobs
[2] renewable
[2] wind

Top Hashtags in Tweet in G3:
[997] climate
[180] climatechange
[69] health
[66] worldmosquitoday
[56] environment
[55] climatecrisis
[53] science
[41] climateaction
[32] cdnpoli
[29] actonclimate

Top Hashtags in Tweet in G4:
[1147] climate
[588] worldhumanitarianday
[213] parisagreement
[179] katowice
[59] climatechange
[43] climateemergency
[29] solar
[23] climateaction
[20] environment
[20] climatecrisis

Top Hashtags in Tweet in G5:
[637] climate
[135] solar
[109] energy
[76] auspol
[51] climatechange
[48] wind
[37] climateemergency
[36] climateaction
[34] coal
[34] environment

Top Hashtags in Tweet in G6:
[441] climate
[187] climatechange
[67] facebook
[55] cdnpoli
[47] elxn2019
[45] climateaction
[42] stateofclimate
[30] climatebreakdown
[28] fire
[27] environment

Top Hashtags in Tweet in G7:
[776] climate
[119] climatechange
[67] environment
[43] climatecrisis
[30] climateemergency
[30] energy
[29] globalwarming
[29] climateaction
[26] weather
[26] science

Top Hashtags in Tweet in G8:
[153] climate
[42] nordic
[35] brexit
[27] trump
[26] maga
[25] yellowvests
[25] resistance
[24] qanon
[24] resist
[24] india

Top Hashtags in Tweet in G9:
[45] climate
[32] land
[28] climatechange
[7] iran
[6] solar
[4] adaptation
[3] denmark
[3] renewable
[3] wind
[3] mitigation

Top Hashtags in Tweet in G10:
[188] climate
[12] climateweeklac
[10] mentalhealthawarenes
[9] job
[9] energy
[6] jobalert
[6] forest
[4] amazonrainforest
[4] food
[4] oceans

Top Words
Top Words in Tweet in Entire Graph:
[13274] Words in Sentiment List#1: Positive
[19161] Words in Sentiment List#2: Negative
[94] Words in Sentiment List#3: Angry/Violent
[551128] Non-categorized Words
[583564] Total Words
[19022] #climate
[5354] #actonclimate
[5070] time
[4830] #energy
[4777] #greennewdeal

Top Words in Tweet in G1:
[5340] #climate
[4605] #actonclimate
[4261] time
[4186] #greennewdeal
[3984] #energy
[3188] planet
[3151] b
[2628] #go100re
[2090] #panelsnotpipelines
[2079] wait

Top Words in Tweet in G2:
[1564] #climate
[1509] global
[1504] out
[1499] stand
[1496] fire
[1495] keep
[1490] many
[1490] up
[1489] emergencies
[1489] worldwide

Top Words in Tweet in G3:
[1391] #climate
[316] #climatechange
[249] climate
[153] more
[147] time
[138] change
[137] #cdnpoli
[119] years
[111] s
[110] #actonclimate

Top Words in Tweet in G4:
[1676] #climate
[1180] disasters
[872] climate
[840] #climateaction
[806] summit
[766] #cop25
[750] weeks
[612] over
[604] during
[599] need

Top Words in Tweet in G5:
[1265] #climate
[536] more
[515] fossil
[506] australia
[382] #auspol
[322] s
[289] coal
[284] world
[281] largest
[263] t

Top Words in Tweet in G6:
[1319] #climate
[649] canada
[636] elections
[601] #gpc
[514] good
[501] election
[492] register
[486] importance
[483] kicking
[482] third

Top Words in Tweet in G7:
[789] #climate
[143] change
[129] climate
[123] #climatechange
[77] s
[72] more
[68] #environment
[44] #climatecrisis
[38] energy
[37] world

Top Words in Tweet in G8:
[357] #climate
[346] nordic
[193] #norden2019
[193] #nrpol
[176] new
[175] #voresvision2030
[170] vision
[136] #sdgs
[135] #nordiccooperation
[134] prime

Top Words in Tweet in G9:
[274] #climate
[207] s
[199] new
[180] out
[179] oil
[176] global
[173] world
[173] next
[171] staggering
[171] gas

Top Words in Tweet in G10:
[232] #climate
[158] climate
[132] action
[113] twitter
[113] editor
[113] nytopinion
[113] searching
[113] op
[113] eds
[113] upcoming

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4278] #climate,#energy
[3557] planet,b
[2770] #actonclimate,#climate
[2116] #greennewdeal,#climate
[2057] time,waste
[1923] #greennewdeal,#actonclimate
[1870] waste,planet
[1632] #energy,#panelsnotpipelines
[1630] #amazonrainforest,burning
[1595] b,#actonclimate

Top Word Pairs in Tweet in G1:
[3737] #climate,#energy
[3150] planet,b
[2411] #actonclimate,#climate
[1880] #greennewdeal,#climate
[1803] time,waste
[1687] #greennewdeal,#actonclimate
[1646] waste,planet
[1474] #energy,#panelsnotpipelines
[1442] b,#actonclimate
[1038] time,wait

Top Word Pairs in Tweet in G2:
[1489] many,#climate
[1489] #climate,emergencies
[1489] emergencies,worldwide
[1489] worldwide,hard
[1489] hard,keep
[1489] keep,up
[1489] up,#amazonrainforest
[1489] #amazonrainforest,burning
[1489] burning,stand
[1489] stand,out

Top Word Pairs in Tweet in G3:
[105] #climate,#climatechange
[84] #climate,change
[74] senwhitehouse,naomioreskes
[66] mosquito,borne
[66] borne,diseases
[66] diseases,spread
[66] spread,billion
[66] billion,more
[66] more,people
[66] people,#climate

Top Word Pairs in Tweet in G4:
[800] #climateaction,summit
[595] regional,climate
[594] #climate,related
[588] past,20
[588] 20,years
[586] during,past
[586] years,over
[586] over,90
[586] 90,disasters
[586] disasters,#climate

Top Word Pairs in Tweet in G5:
[262] fossil,fuels
[255] world,s
[254] #auspol,#climate
[250] isn,t
[250] fossil,fuel
[249] largest,fossil
[249] fuel,exporter
[242] australia,isn
[242] t,transitioning
[242] transitioning,away

Top Word Pairs in Tweet in G6:
[573] elections,canada
[494] #climate,#gpc
[481] suppose,politician
[481] politician,decided
[481] decided,smoking
[481] smoking,good
[481] good,doctors
[481] doctors,register
[481] register,third
[481] third,parties

Top Word Pairs in Tweet in G7:
[63] #climate,change
[57] climate,change
[35] #climate,#climatechange
[20] #climate,npg
[19] #climate,crisis
[16] #climate,#change
[12] #climate,action
[12] #climate,#energy
[12] u,s
[11] #climate,#environment

Top Word Pairs in Tweet in G8:
[153] #norden2019,#nrpol
[135] #voresvision2030,#norden2019
[135] #nrpol,#nordiccooperation
[111] #nordiccooperation,#climate
[111] #climate,#sdgs
[111] nordic,prime
[108] new,vision
[108] vision,nordic
[108] nordic,co
[108] co,operation

Top Word Pairs in Tweet in G9:
[172] world,s
[171] oil,gas
[171] next,decade
[170] global,#climate
[169] out,staggering
[169] staggering,61
[169] 61,world
[169] s,new
[169] new,oil
[169] gas,production

Top Word Pairs in Tweet in G10:
[114] climate,action
[113] #climate,twitter
[113] twitter,editor
[113] editor,nytopinion
[113] nytopinion,searching
[113] searching,op
[113] op,eds
[113] eds,upcoming
[113] upcoming,climate
[113] action,summit

Top Replied-To
Top Replied-To in Entire Graph:
@gretathunberg
@therealnumber6
@senwhitehouse
@sunlorrie
@guardian
@elizabethmay
@ttyrannosaur
@jayinslee
@alanedw58236339
@robjeffecology

Top Replied-To in G1:
@gretathunberg
@biologistdan
@katerinabirdy
@naturalistdara
@elnocturno
@greenpeaceuk
@animal_justice1
@mikehudema
@lizrossproudcan
@climaterealists

Top Replied-To in G2:
@joewstanley

Top Replied-To in G3:
@senwhitehouse
@sunlorrie
@ttyrannosaur
@elizabethmay
@alanedw58236339
@feelings_parade
@jayinslee
@saunatonttu3
@motherjones
@aoecoin

Top Replied-To in G4:
@gretathunberg
@guardian
@grant_farquhar
@undp
@tesla
@unfoundation
@plus_socialgood
@senwhitehouse
@colbertlateshow
@fmeclimateng

Top Replied-To in G5:
@therealnumber6
@amongstwits
@allanmargolin
@gretathunberg
@andrewbgreene
@jmarrmarr
@cuhlmann
@moorethink
@amandaray02
@tesla

Top Replied-To in G6:
@guardian
@elizabethmay
@andrewdessler
@carbonbrief
@john_sipher
@columbia
@truthout
@grist
@althiaraj
@derrickokeefe

Top Replied-To in G7:
@la_primavera_ge

Top Replied-To in G8:
@realdonaldtrump
@unfccc
@tesla
@sciencemarchdc
@swedenun
@jakubmichalek19
@michael_chessum
@timrread
@coaltransevents

Top Replied-To in G9:
@gretathunberg

Top Replied-To in G10:
@ldemuele

Top Mentioned
Top Mentioned in Entire Graph:
@un
@gretathunberg
@justintrudeau
@billnye
@nytopinion
@writersofcolor
@khayhoe
@jayinslee
@climateguyw
@naomioreskes

Top Mentioned in G1:
@gretathunberg
@justintrudeau
@billnye
@smh
@biggestlilfarm
@mikehudema
@un
@andrewscheer

Top Mentioned in G2:
@think_or_swim
@kirstygogan
@energy4humanity
@tescoirl
@xrnottingham
@nhsengland

Top Mentioned in G3:
@jayinslee
@naomioreskes
@electionscan_e
@wef
@gillesnfio
@jwspry
@noaa
@un
@tangomitteckel
@maximebernier

Top Mentioned in G4:
@un
@unfccc
@unenvironment
@pespinosac
@unbonn
@unccd
@ss4cnz
@ipcc_ch
@ipbes
@andersen_inger

Top Mentioned in G5:
@climateguyw
@seth_leitman
@debraruh
@jackthelad1947
@saleemulhuq
@hanslak
@charluv2011
@pegb_
@wernerkeil
@stracma

Top Mentioned in G6:
@khayhoe
@nytimes
@paulhbeckwith
@wriclimate
@nytclimate
@manishbapnawri
@projectdrawdown
@grist
@electionscan_e
@georgiastraight

Top Mentioned in G7:
@aecnewstoday
@_oscience
@gardena_global
@beratungsstelle
@ixinvests
@egmontinstitute
@johnwright79
@coenergyoffice

Top Mentioned in G8:
@katrinjak
@seiresearch
@eu_h2020
@yesiuoy
@uoyresearch
@lehtomakipaula
@euronews
@icelandnordicco
@potus
@nigel_farage

Top Mentioned in G9:
@esaclimate
@globalwitness
@esa
@markets
@_missvee_
@business
@csrclare
@global_witness
@unfccc
@ipcc_ch

Top Mentioned in G10:
@nytopinion
@writersofcolor
@manupulgarvidal
@greenpeace_be
@wwfforestcarbon
@greenpeace
@eurbeyondcoal
@dfid_uk
@authordavenport

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@the_news_diva
@yuuji_k1
@alllibertynews
@sectest9
@cowboyscifibot
@jurylady5
@vrai777
@lennaleprena
@rk70534

Top Tweeters in G1:
@occuworld
@lennaleprena
@geoffrey_payne
@thepoliticalcat
@thereal_rebel
@lehimesa
@bliadhnaichean
@pckj3627
@chrisbrey1
@paxnostrum

Top Tweeters in G2:
@ungubunugu1274
@takawata19
@reneevoicebrand
@genghisgalahad2
@barrenecheapatt
@zentaoprincess
@burnodo
@prufrockery
@ingdamnit
@aguilar17_yris

Top Tweeters in G3:
@immoralreport
@honeymoongondol
@alizardx
@porridgeisgood
@pmgeezer
@eddarrell
@rmack2x
@lizditz
@lacerci65
@k810mt

Top Tweeters in G4:
@the_news_diva
@rjber15
@nilimajumder
@guillermoesnal
@milatrud11
@infobencana
@owlwoman911_
@johnczer1
@rousseauagnes
@petchary

Top Tweeters in G5:
@jurylady5
@rk70534
@cherokeesher2
@manmet80
@dancas2
@sddphoto
@ohiomail
@yarosisnancy
@gracemurphy2
@normanbuffong

Top Tweeters in G6:
@sectest9
@independent
@_redfrog
@chuddles11
@thehill
@guardian
@mwhalan
@albertarabbit
@nytimes
@softgrasswalker

Top Tweeters in G7:
@vrai777
@ratingsnetwork
@schestowitz
@poandpo
@redostoneage
@ussanews
@kenlenkirk
@metalworks4
@hotpage_news
@north_group

Top Tweeters in G8:
@strategicpolicy
@costeslioneler
@canisgallicus
@dupouvoirdachat
@pythoncxde
@philmorandi
@haggewoods
@mddmacron
@cbultel_agence
@mellenoweth

Top Tweeters in G9:
@drdaveanddee
@business
@betterw05759703
@adekleine
@mom2gbd
@chasrmartin
@lovealaska1105
@drfessel
@juliabhaber
@gillstella

Top Tweeters in G10:
@frulanis
@indascorner
@sharon_lynch
@yungtoothache
@prpeep
@easaint
@buffalogal
@thinkalot
@gustavo16070184
@nytopinion