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"climate change" lang:en Twitter NodeXL SNA Map and Report for Wednesday, 27 November 2019 at 16:41 (experimental version)
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From:
SMRFoundation
Uploaded on:
November 27, 2019
Description:
Description
The graph represents a network of 19,668 Twitter users whose recent tweets contained ""climate change" lang:en", 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 Wednesday, 27 November 2019 at 17:41 UTC.

The tweets in the network were tweeted over the 3-hour, 43-minute period from Wednesday, 27 November 2019 at 12:57 UTC to Wednesday, 27 November 2019 at 16:41 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 : 19668
Unique Edges : 25806
Edges With Duplicates : 2805
Total Edges : 28611
Number of Edge Types : 4
Mentions : 9713
Retweet : 13842
Tweet : 3018
Replies to : 2038
Self-Loops : 3102
Reciprocated Vertex Pair Ratio : 0.0120240480961924
Reciprocated Edge Ratio : 0.0237623762376238
Connected Components : 2855
Single-Vertex Connected Components : 1250
Maximum Vertices in a Connected Component : 13078
Maximum Edges in a Connected Component : 21165
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.732797
Graph Density : 6.26663353003221E-05
Modularity : 0.830843
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 19,668 Twitter users whose recent tweets contained ""climate change" lang:en", 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 Wednesday, 27 November 2019 at 17:41 UTC.

The tweets in the network were tweeted over the 3-hour, 43-minute period from Wednesday, 27 November 2019 at 12:57 UTC to Wednesday, 27 November 2019 at 16:41 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 : "climate change" lang:en
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[284] https://edition.cnn.com/2018/11/26/politics/donald-trump-climate-change/index.html
[100] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/
[84] https://twitter.com/alexwickham/status/1199646273114124289
[84] https://www.cbc.ca/news/politics/carbon-pricing-tax-climate-change-emissions-1.5374481
[34] https://www.washingtonpost.com/graphics/2019/world/climate-environment/angola-climate-change/
[33] https://www.washingtonpost.com/graphics/2019/world/climate-environment/angola-climate-change/?tid=ss_tw
[32] https://www.cbc.ca/news/canada/toronto/ontario-youth-climate-change-lawsuit-1.5372440
[30] https://www.cbc.ca/news/canada/toronto/greg-rickford-climate-change-blog-1.5373963
[28] https://dailycaller.com/2019/11/26/pete-buttigieg-climate-change-security-threat/
[24] https://www.physics-astronomy.org/2019/11/the-coal-industry-was-well-aware-of.html

Top URLs in Tweet in G1:
[17] https://www.washingtonpost.com/graphics/2019/world/climate-environment/angola-climate-change/?tid=ss_tw
[16] https://www.cbc.ca/news/politics/carbon-pricing-tax-climate-change-emissions-1.5374481
[16] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/
[15] https://www.washingtonpost.com/graphics/2019/world/climate-environment/angola-climate-change/
[12] https://www.forbes.com/sites/michaelshellenberger/2019/11/25/why-everything-they-say-about-climate-change-is-wrong/#4dd5de4912d6
[9] https://www.cbc.ca/news/canada/toronto/ontario-youth-climate-change-lawsuit-1.5372440
[9] https://adage.com/article/industry-insights/renaming-climate-change-can-new-name-finally-make-us-take-action/2218821?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.redstate.com/alexparker/2019/11/26/pete-buttigieg-promises-get-17th-century-fight-great-national-security-threat-climate-change/
[6] https://www.bbc.co.uk/news/science-environment-50547073
[6] https://www.ecowatch.com/greenhouse-gases-climate-change-un-2641459291.html

Top URLs in Tweet in G2:
[4] https://www.aim.org/aim-column/buzzfeed-joins-climate-change-activists-in-article-about-un-climate-report/?utm_content=buffer8b27d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/Sooner1944/status/1199701598726959104
[1] https://twitter.com/BasedPoland/status/1199711837476007941
[1] https://twitter.com/DariusLowber/status/1199716102978392064
[1] https://twitter.com/senojac59/status/1199505962362720256
[1] https://twitter.com/larryelder/status/1199666062897209345
[1] https://twitter.com/TrumpWarRoom/status/1199503414721417216
[1] https://twitter.com/NahBabyNah/status/1199534146240106496
[1] https://twitter.com/brithume/status/1199455723232677888
[1] https://www.dailymail.co.uk/news/article-7729429/Volunteer-firefighter-accused-deliberately-lighting-bushfires.html

Top URLs in Tweet in G3:
[20] https://www.thestar.com/politics/provincial/2019/11/26/ontarios-energy-minister-takes-heat-for-quoting-from-magazine-casting-doubt-on-climate-change.html
[20] https://www.thestar.com/opinion/star-columnists/2019/11/26/jason-kenneys-complaints-are-minor-compared-to-climate-change-concerns.html
[18] https://www.cbc.ca/news/canada/toronto/greg-rickford-climate-change-blog-1.5373963
[12] https://www.cbc.ca/news/canada/toronto/ontario-youth-climate-change-lawsuit-1.5372440
[10] https://www.thestar.com/politics/provincial/2019/11/26/ontarios-energy-minister-takes-heat-for-quoting-from-magazine-casting-doubt-on-climate-change.html?source=newsletter
[6] http://wrld.bg/fm4W305RXGh
[5] https://www.publicnewsservice.org/2019-11-27/climate-change-air-quality/new-map-pinpoints-climate-driven-disasters-in-az-us/a68464-1
[4] https://www.cbc.ca/news/politics/carbon-pricing-tax-climate-change-emissions-1.5374481
[3] https://www.cbc.ca/news/canada/toronto/greg-rickford-climate-change-blog-1.5373963?__vfz=medium%3Dsharebar
[3] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/

Top URLs in Tweet in G4:
[6] https://www1.cbn.com/cbnnews/us/2019/november/blinded-by-climate-change-huffpost-writer-misses-point-of-thanksgiving
[1] https://apnews.com/f7229999763b44bfa9c3694a519b5326
[1] https://twitter.com/DailyCaller/status/1199640280292610055
[1] https://www.climatedepot.com/2016/10/04/blameshifting-obama-tells-dicaprio-climate-change-contributed-to-the-syrian-civil-war/
[1] https://www.thegatewaypundit.com/2019/11/do-nothing-speaker-pelosi-blows-off-all-her-work-in-dc-will-join-global-warming-summit-in-madrid-with-greta-thunberg/
[1] https://en.wikipedia.org/wiki/Pete_Buttigieg
[1] https://www.bizpacreview.com/2019/11/27/trump-talks-turkey-we-wont-cave-to-radical-lefts-push-to-cancel-thanksgiving-857896
[1] https://www.jacobinmag.com/2019/09/bernie-sanders-2020-presidential-election-climate-change-green-new-deal?fbclid=IwAR0CFxRaEatlBzbI1xRE1dt_OvVTe6eztM4wAe2X7En10p_DbUjPuBgzieM
[1] https://boston.cbslocal.com/video/4220471-harvard-yale-game-delayed-at-halftime-by-student-climate-protest/
[1] https://twitter.com/KeiraSavage00/status/1199542629018390529

Top URLs in Tweet in G5:
[51] https://www.cbc.ca/news/politics/carbon-pricing-tax-climate-change-emissions-1.5374481
[4] http://blog.resolutefp.com/2019/06/integrity-over-misinformation/
[4] https://www.technologyreview.com/s/614605/sorryorganic-farming-is-actually-worse-for-climate-change/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1574866070
[3] http://www.fao.org/3/XII/0278-B1.htm
[3] https://www.youtube.com/watch?v=JV-Ref02ttI&feature=youtu.be&fbclid=IwAR3sxyIuxU0NASb8bRKw0OOG5vmXX58r3uIfFDgO2_BVDpNSwC99reHbY4k

[2] https://www.cbc.ca/news/canada/toronto/ontario-youth-climate-change-lawsuit-1.5372440
[2] http://www.warwickhughes.com/blog/?p=6372
[2] https://www.technologyreview.com/s/614605/sorryorganic-farming-is-actually-worse-for-climate-change/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1574785702
[2] https://www.cbc.ca/news/politics/carbon-pricing-tax-climate-change-emissions-1.5374481?cmp=rss
[1] https://en.m.wikipedia.org/wiki/1900_Galveston_hurricane

Top URLs in Tweet in G6:
[6] https://www.carbonbrief.org/election-2019-what-the-manifestos-say-on-energy-and-climate-change
[6] https://www.reuters.com/article/us-climate-change-accord-wmo/greenhouse-gases-surge-to-record-in-2018-exceeding-10-year-average-rate-u-n-idUSKBN1XZ115?utm_content=106360399&utm_medium=social&utm_source=twitter&hss_channel=tw-456864723
[5] https://www.businessgreen.com/bg/news/3084289/lightning-rod-issue-labours-leaked-documents-signal-us-refusal-to-discuss-climate-change-in-trade-talks
[4] https://edition.cnn.com/2018/11/26/politics/donald-trump-climate-change/index.html
[4] https://www.nbcchicago.com/multimedia/Tonight-Bernie-Sanders-Bad-News-Climate-Change-565519072.html?_osource=SocialFlowTwt_CHBrand
[3] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/
[2] https://twitter.com/FallonTonight/status/1199553592434331648
[2] https://www.tgomagazine.co.uk/news/8-surprising-ways-climate-change-could-affect-our-mountains/
[2] https://anchor.fm/mlabsx/episodes/Being-Prepared-for-Climate-Change-is-a-must-e97kob
[2] https://edition.cnn.com/travel/article/train-travel-flying-climate-scn-intl-c2e/index.html

Top URLs in Tweet in G7:
[5] https://www.nbcnews.com/news/world/climate-change-expert-sentenced-32-months-fraud-says-lying-was-flna2D11768995
[4] https://www.moodysanalytics.com/-/media/article/2019/economic-implications-of-climate-change.pdf
[4] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/
[4] https://www.nytimes.com/2019/11/27/opinion/united-nations-climate-change.html
[4] https://twitter.com/Michaelcraddo16/status/1199699366963040258
[3] https://www.thegatewaypundit.com/2019/11/do-nothing-speaker-pelosi-blows-off-all-her-work-in-dc-will-join-global-warming-summit-in-madrid-with-greta-thunberg/
[3] https://dailycaller.com/2019/11/26/pete-buttigieg-climate-change-security-threat/
[3] https://www.nytimes.com/2019/11/27/us/thanksgiving-weather.html
[2] https://www.climaterealityproject.org/blog/climate-health-connection-food-and-water-insecurity-video
[2] https://climate.nasa.gov/evidence/

Top URLs in Tweet in G8:
[70] https://twitter.com/alexwickham/status/1199646273114124289
[8] https://twitter.com/m_paulmcnamara/status/1199641106528587776
[3] https://twitter.com/lawrward/status/1199653637468889088?s=21
[2] https://unearthed.greenpeace.org/2019/11/27/brexit-leak-jeremy-corbyn-boris-johnson/
[2] https://www.theneweuropean.co.uk/top-stories/channel-4-climate-change-debate-1-6396661?utm_source=Twitter&utm_medium=Social_Icon&utm_campaign=in_article_social_icons
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=200d9620-113d-11ea-ad79-751fd233eea9&url=L2FtcC9uZXdzL2FydGljbGVzLzIwMTktMTAtMDgvdHJhZGUtcnVsZXMtZW1lcmdlLWFzLXdlYXBvbi10by1maWdodC1jbGltYXRlLWNoYW5nZS1pbi1ldXJvcGU/X190d2l0dGVyX2ltcHJlc3Npb249dHJ1ZQ==
[1] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/
[1] https://twitter.com/LabourOutOfScot/status/1199484830750257153
[1] https://twitter.com/BBCPhilipSim/status/1199401015298183172
[1] https://www.mysociety.org/wehelpyou/find-out-how-your-mp-voted/

Top URLs in Tweet in G9:
[2] https://storage.googleapis.com/pfa-webapp/documents/Climate-Plan-White-Paper.pdf
[2] https://www.dtnpf.com/agriculture/web/ag/news/article/2019/11/26/farmers-researchers-discuss-ways-can
[1] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/?wpisrc=al_news__alert-world--alert-national&wpmk=1
[1] https://twitter.com/BetoORourke/status/1199696185562451968?s=19
[1] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/#click=https://t.co/zCqvs3LXXW
[1] http://smartdissent.com/article/exxonmobil-waged-disinformation-campaign-deny-climate-change
[1] https://www.nytimes.com/2019/11/25/nyregion/lara-trump-congress-ny-lazio.html
[1] https://twitter.com/dailycaller/status/1199538396974272513
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=9c2dcef0-1138-11ea-b864-0b383dee8962&url=L25ld3MvYXJ0aWNsZXMvMjAxOC0wNi0yNi90aGUtcXVlc3QtdG8tZmluZC1hLXRyaWxsaW9uLWRvbGxhci1udWNsZWFyLWZ1ZWwtb24tdGhlLW1vb24=
[1] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/

Top URLs in Tweet in G10:
[3] https://bangordailynews.com/2019/11/27/politics/janet-mills-signs-executive-order-to-step-up-fight-against-climate-change/?utm_medium=Social&utm_source=Twitter#Echobox=1574868978
[2] https://twitter.com/msnbc/status/1199623087718842368
[1] https://twitter.com/washingtonpost/status/1199236475130466305
[1] http://www.joewalsh.org
[1] https://twitter.com/danrather/status/1199462273367957504
[1] http://www.sfu.ca/sfunews/stories/2019/11/climate-change-may-impact-kelps-ability-to-reproduce.html
[1] https://www.forbes.com/sites/edfenergyexchange/2019/11/26/in-congress-a-bold-new-path-forward-on-climate/?edf=861
[1] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/?edf=456
[1] https://www.cbc.ca/news/politics/carbon-pricing-tax-climate-change-emissions-1.5374481?__vfz=medium%3Dsharebar
[1] https://edition.cnn.com/2018/11/26/politics/donald-trump-climate-change/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[725] twitter.com
[316] cnn.com
[232] co.uk
[230] washingtonpost.com
[204] cbc.ca
[98] reuters.com
[82] forbes.com
[80] nytimes.com
[80] youtube.com
[56] thestar.com

Top Domains in Tweet in G1:
[202] twitter.com
[64] washingtonpost.com
[54] co.uk
[39] cbc.ca
[24] youtube.com
[22] forbes.com
[21] nytimes.com
[15] adage.com
[14] cnn.com
[14] reuters.com

Top Domains in Tweet in G2:
[10] twitter.com
[4] aim.org
[1] co.uk
[1] cbc.ca

Top Domains in Tweet in G3:
[52] thestar.com
[42] cbc.ca
[29] twitter.com
[26] ecointernet.org
[11] co.uk
[8] unfccc.int
[8] publicnewsservice.org
[7] wrld.bg
[5] washingtonpost.com
[4] cnn.com

Top Domains in Tweet in G4:
[6] cbn.com
[2] twitter.com
[2] apple.news
[1] apnews.com
[1] climatedepot.com
[1] thegatewaypundit.com
[1] wikipedia.org
[1] bizpacreview.com
[1] jacobinmag.com
[1] cbslocal.com

Top Domains in Tweet in G5:
[59] cbc.ca
[11] twitter.com
[6] youtube.com
[6] technologyreview.com
[4] resolutefp.com
[3] fao.org
[2] wikipedia.org
[2] forbes.com
[2] warwickhughes.com
[1] harvard.edu

Top Domains in Tweet in G6:
[14] twitter.com
[7] reuters.com
[6] carbonbrief.org
[6] cnn.com
[5] businessgreen.com
[4] washingtonpost.com
[4] nbcchicago.com
[3] co.uk
[3] linkedin.com
[2] time.com

Top Domains in Tweet in G7:
[23] twitter.com
[9] nytimes.com
[5] nbcnews.com
[4] moodysanalytics.com
[4] washingtonpost.com
[3] cbc.ca
[3] nasa.gov
[3] trib.al
[3] thegatewaypundit.com
[3] dailycaller.com

Top Domains in Tweet in G8:
[84] twitter.com
[3] co.uk
[2] bloomberg.com
[2] greenpeace.org
[1] washingtonpost.com
[1] mysociety.org
[1] ft.com
[1] threadreaderapp.com
[1] org.uk
[1] theguardian.com

Top Domains in Tweet in G9:
[3] washingtonpost.com
[3] twitter.com
[2] googleapis.com
[2] dtnpf.com
[1] smartdissent.com
[1] nytimes.com
[1] bloomberg.com
[1] p4a.us
[1] wfae.org
[1] redstate.com

Top Domains in Tweet in G10:
[4] twitter.com
[3] bangordailynews.com
[1] joewalsh.org
[1] sfu.ca
[1] forbes.com
[1] washingtonpost.com
[1] cbc.ca
[1] cnn.com
[1] axios.com
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[421] climatechange
[283] fallontonight
[143] climate
[114] cop25
[107] climatecrisis
[107] climateemergency
[100] onpoli
[89] greennewdeal
[80] climateaction
[68] usmca



Top Hashtags in Tweet in G1:
[63] climatechange
[16] climatecrisis
[14] climateemergency
[13] climate
[8] climateaction
[7] environment
[6] fallontonight
[5] sustainability
[4] agriculture
[4] globalwarming

Top Hashtags in Tweet in G2:
[1] regularpeople
[1] foodsupply

Top Hashtags in Tweet in G3:
[73] onpoli
[70] cop25
[35] climatechange
[19] actonclimate
[17] cdnpoli
[15] climate
[14] climatecrisis
[10] climateemergency
[9] euenergyday
[7] waterscarcity

Top Hashtags in Tweet in G4:
[1] climatechange
[1] followthemoney
[1] blexit
[1] walkaway
[1] jexodus
[1] kag

Top Hashtags in Tweet in G5:
[9] cdnpoli
[7] onpoli
[5] topoli
[3] carbonfootprint
[2] carbontax
[1] fakenews
[1] mediabias
[1] meatathreattoourplanet
[1] fordnation
[1] canpoli

Top Hashtags in Tweet in G6:
[276] fallontonight
[20] ge2019
[17] greennewdeal
[8] climateemergency
[6] huxleysummit
[6] climate
[5] mlabsx
[4] bernie2020
[4] berniesanders
[4] greenenergy

Top Hashtags in Tweet in G7:
[67] usmca
[67] infrastructure
[9] cleancars
[8] globalclimatestrike
[5] cdnpoli
[4] thingscbcwonttellcanada
[4] globalization
[4] donothinggop
[3] maga
[3] stopline3

Top Hashtags in Tweet in G8:
[2] ge2019
[2] qanda
[1] gop
[1] borisjohnson
[1] climatechange
[1] climatehope
[1] leedsclimate
[1] climatecrisis
[1] wedonthavetime

Top Hashtags in Tweet in G9:
[2] climatechange
[1] criticallevelduh
[1] waronthanksgiving
[1] gobeto
[1] smartdissent
[1] climateemergency
[1] regulationsprotectus
[1] corruptgop
[1] ny02
[1] justice

Top Hashtags in Tweet in G10:
[4] wednesdaywisdom
[3] mepolitics
[2] peoplesuck
[1] generate
[1] greennewdeal

Top Words
Top Words in Tweet in Entire Graph:
[16263] Words in Sentiment List#1: Positive
[28088] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[574026] Non-categorized Words
[618377] Total Words
[19102] climate
[17457] change
[4030] amp
[2286] farmers
[2285] people

Top Words in Tweet in G1:
[1207] climate
[1125] change
[94] people
[83] amp
[72] global
[63] #climatechange
[60] news
[57] report
[55] emissions
[54] action

Top Words in Tweet in G2:
[2011] amp
[2010] farmers
[1076] climate
[1069] change
[1014] 000
[1005] incredible
[1005] sight
[1005] 10
[1005] german
[1005] tractors

Top Words in Tweet in G3:
[1295] climate
[1099] change
[619] energy
[400] #onpoli
[366] minister
[224] blog
[221] denial
[220] ontario
[185] projects
[171] amp

Top Words in Tweet in G4:
[968] climate
[959] change
[809] iran
[802] nuclear
[802] bomb
[796] threat
[789] explain
[789] poses
[789] existential
[788] bigger

Top Words in Tweet in G5:
[645] 000
[596] species
[385] people
[348] climate
[310] increase
[301] lying
[299] plain
[299] temp
[298] extinct
[298] iucn

Top Words in Tweet in G6:
[884] climate
[834] change
[543] berniesanders
[366] global
[360] senator
[276] #fallontonight
[170] fight
[164] weapons
[164] kill
[164] common

Top Words in Tweet in G7:
[609] climate
[581] change
[236] people
[134] office
[117] amp
[104] speakerpelosi
[94] report
[89] realdonaldtrump
[83] america
[81] stake

Top Words in Tweet in G8:
[591] climate
[589] change
[400] trade
[369] deal
[182] commitment
[180] included
[180] effectively
[180] responded
[166] mention
[120] agreement

Top Words in Tweet in G9:
[554] climate
[533] change
[479] drastic
[476] policy
[475] lose
[474] consequences
[474] painful
[474] worse
[474] wait
[474] true

Top Words in Tweet in G10:
[465] climate
[464] change
[409] report
[383] trump
[335] attention
[332] real
[332] bad
[332] worldwide
[332] failure
[332] address

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17173] climate,change
[1284] amp,climate
[1138] existential,threat
[1063] 10,000
[1060] german,farmers
[1060] farmers,tractors
[1060] berlin,protests
[1059] change,disasters
[1058] incredible,sight
[1058] sight,10

Top Word Pairs in Tweet in G1:
[1095] climate,change
[27] effects,climate
[26] fight,climate
[24] global,warming
[23] fishing,town
[18] tackle,climate
[17] claims,climate
[16] change,finally
[16] crisis,water
[16] water,decimating

Top Word Pairs in Tweet in G2:
[1069] climate,change
[1006] amp,climate
[1005] incredible,sight
[1005] sight,10
[1005] 10,000
[1005] 000,german
[1005] german,farmers
[1005] farmers,tractors
[1005] tractors,heading
[1005] heading,berlin

Top Word Pairs in Tweet in G3:
[1080] climate,change
[264] energy,minister
[174] change,denial
[174] energy,projects
[150] denial,blog
[141] green,energy
[86] ontario,energy
[83] cites,climate
[78] ford,government
[77] scrapping,green

Top Word Pairs in Tweet in G4:
[957] climate,change
[794] nuclear,bomb
[790] iran,nuclear
[789] explain,climate
[789] change,poses
[789] existential,threat
[788] poses,bigger
[788] bigger,existential
[788] threat,iran
[28] change,radicalism

Top Word Pairs in Tweet in G5:
[330] 000,people
[298] plain,lying
[298] lying,species
[298] species,extinct
[298] extinct,iucn
[298] iucn,species
[298] species,fictitious
[298] fictitious,5c
[298] 5c,increase
[298] increase,temp

Top Word Pairs in Tweet in G6:
[825] climate,change
[359] senator,berniesanders
[357] berniesanders,global
[278] global,climate
[276] change,#fallontonight
[163] fight,common
[163] common,enemy
[163] enemy,climate
[161] spending,weapons
[161] weapons,destruction

Top Word Pairs in Tweet in G7:
[578] climate,change
[73] kinda,idiot
[73] idiot,climate
[73] change,report
[73] report,survival
[73] survival,people
[73] people,entire
[73] entire,ecosystems
[73] ecosystems,stake
[68] change,rally

Top Word Pairs in Tweet in G8:
[589] climate,change
[180] change,commitment
[180] commitment,included
[180] included,effectively
[180] effectively,responded
[179] responded,deal
[175] trade,deal
[120] trade,agreement
[106] reference,climate
[106] ignore,climate

Top Word Pairs in Tweet in G9:
[532] climate,change
[474] consequences,climate
[474] change,painful
[474] painful,worse
[474] worse,wait
[474] wait,true
[474] true,policy
[474] policy,choices
[474] choices,expensive
[474] expensive,drastic

Top Word Pairs in Tweet in G10:
[464] climate,change
[332] real,bad
[332] bad,report
[332] report,worldwide
[332] worldwide,failure
[332] failure,address
[332] address,climate
[332] change,suggests
[332] suggests,catastrophe
[332] catastrophe,imminent

Top Replied-To
Top Replied-To in Entire Graph:
@larryelder
@climatewed
@krishgm
@channel4news
@nbcnews
@davidwaddell5
@tweettruth2me
@realdonaldtrump
@dailycaller
@tomwalkom

Top Replied-To in G2:
@mishac_01
@yuuuuge007
@basedpoland
@koigi3
@davidwaddell5

Top Replied-To in G3:
@tomwalkom
@cathmckenna
@ctv_powerplay
@tylerwhat16
@dstairs1
@rspbscience
@gregrickford
@geraldkutney
@paola_dec1231
@jkenney

Top Replied-To in G4:
@larryelder
@jrobertsmith1
@leepitzner
@mathewignash
@foxfriendsfirst
@aphealthscience
@apoliticaln
@bob8967bob
@morethanjersey
@dewestmusic243

Top Replied-To in G5:
@jojonewf
@rosiebarton
@thinks_about_it
@jennyhillbbc
@barbararkay
@natalia01mateo
@jamft
@570news
@awudrick
@ccdale

Top Replied-To in G6:
@fallontonight
@ryangrim
@zubymusic
@sensanders
@lovewave_sw
@berniesanders
@billmckibben
@andrewyang
@senseconscience
@twinklingtania

Top Replied-To in G7:
@davidwaddell5
@realdonaldtrump
@cnn
@made__usa
@punkypaneteddo
@ctvnews
@gopchairwoman
@reddragonfly19
@cbcnews
@senschumer

Top Replied-To in G8:
@kymysmith
@langerz9
@peterdaou
@meadwaj
@ruthbergan
@rbe_expert
@lambdahard
@reaikevin
@zig_and_sharko
@alexwickham

Top Replied-To in G9:
@betoorourke
@kamalaharris
@petebuttigieg
@haliban85
@lonewolfbc
@zerlinamaxwell
@mrctv

Top Replied-To in G10:
@adamschiff
@tonyschwartz
@alexsteffen
@envdefensefund
@walshfreedom
@bangordailynews

Top Mentioned
Top Mentioned in Entire Graph:
@berniesanders
@jimmyfallon
@epa
@speakerpelosi
@gregrickford
@maxbearak
@realdonaldtrump
@un
@vanhoutenphoto
@torontostar

Top Mentioned in G1:
@wpleadersorg
@uskeus
@21stscience
@planetarypress
@streetsblogcal
@geekyforester

Top Mentioned in G2:
@bricon40
@monafortier
@kaypatriot
@koigi3

Top Mentioned in G3:
@gregrickford
@un
@torontostar
@fordnation
@gretathunberg
@unfccc
@ecojustice_ca
@cop25cl
@ecofiscalcanada
@unep

Top Mentioned in G4:
@barackobama
@larryelder
@ap
@benjaminrnadler
@ggf57
@jmsteve
@steph93065
@algore
@mathewignash
@marthawolkonsky

Top Mentioned in G5:
@sylviad32911201
@dawntj90
@gillesnfio
@climatecritic18
@ecosensenow
@craigthomler
@gogetsmarthome
@jaggermickoz
@puremoneylife
@theclimatehawk

Top Mentioned in G6:
@berniesanders
@jimmyfallon
@350africa
@carbonbrief
@aoc
@thecccuk
@billmckibben
@thesnp
@allanmargolin
@josh_gabbatiss

Top Mentioned in G7:
@speakerpelosi
@realdonaldtrump
@potus
@gatewaypundit
@trumpcanuck
@qwarriorqueen
@michaelcraddo16
@liltilgerlil
@johanna11838097
@mil_ops

Top Mentioned in G8:
@naumanbilly
@alexwickham
@liliumrossa
@peterdaou
@trussliz
@bpolitics
@mansanilsson
@wattrob
@cleoverk
@jannikebk

Top Mentioned in G9:
@petebuttigieg
@exxonmobil
@netflix
@kamalaharris
@ftwtmps
@michaeledyson
@betoorourke
@billgates
@manmet80

Top Mentioned in G10:
@rodschoonover
@maxboot
@epa

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@tomthunkitsmind
@neewsbot
@the_news_diva
@uskeus
@rashidaldosari
@resilient_ent
@jim_peoples_
@koltovskoyyakov

Top Tweeters in G1:
@neewsbot
@uskeus
@koltovskoyyakov
@annemariayritys
@cahulaan
@denniskoch10
@miller_gwen
@breizh2008
@mikecoulson48
@bkaysac

Top Tweeters in G2:
@starcoreone02
@serafinos
@organic2016
@powerglobalus
@jimpolk
@sustain05
@betseyross
@willbarrett_1
@shirleyringuet5
@lagrosta

Top Tweeters in G3:
@wrikent3500
@ecointernetdrgb
@trishpalmeryvr
@realblack212
@1loriking
@johangreg
@drofdem
@dismisstrump
@albertarabbit
@darrellwest1984

Top Tweeters in G4:
@sharneal
@debrammason1
@scribbledpages1
@tea_party_chris
@connnutmeg
@jetrotter
@mightymouth5413
@metalworks4
@goldwaterkid65
@radiofreetom

Top Tweeters in G5:
@rmack2x
@lucmatte9
@dctftw
@real_dr_roy
@theeleanordavis
@catoletters
@thejournal_ie
@mahanthanut
@tokyo_tom
@tonysantanaza

Top Tweeters in G6:
@potongkelape
@senseof_outrage
@patta47cake
@noybsk2017
@bernieupstateny
@laura78703
@mobygrapefan
@charlesmunn1
@mcavoyevans
@nayasala

Top Tweeters in G7:
@jim_peoples_
@willseattle
@tammywalt61
@inabsentia9
@saveaslave
@bulldoghill
@jhjulian1956
@foxnews
@analyticaglobal
@karriefleetwood

Top Tweeters in G8:
@roblwilson
@threadreaderapp
@oordayhascame
@aceso84
@mrmalky
@chicgibson
@gabe55gabe
@spanishdan1
@minxymartin
@flipcritic

Top Tweeters in G9:
@manmet80
@greeeneyedwhwom
@joni_looking
@cnbsnana
@coalminetweety
@knight201701
@costanzo740
@dianesatx
@iamjoetrudeau
@notacquiescing

Top Tweeters in G10:
@kalaax008
@markburgerenerg
@downatthepound
@boandsunny
@mcassara143
@tmmckinney777
@flyhyland
@cos2mwiz2
@zackmomma
@lisatoddsutton


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