"climate change" lang:en, Twitter, 11/28/2019 10:53:04 AM, 217556


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"climate change" lang:en Twitter NodeXL SNA Map and Report for Thursday, 28 November 2019 at 07:46 U
"climate change" lang:en Twitter NodeXL SNA Map and Report for Thursday, 28 November 2019 at 07:46 U
From:
SMRFoundation
Uploaded on:
November 28, 2019
Short Description:
"climate change" lang:en via NodeXL http://bit.ly/34tcm9L
@ezraklein
@gretathunberg
@pauledawson
@plagueofprogs
@york_cov
@borisjohnson
@channel4news
@realdonaldtrump
@monro3doctrine
@berniesanders

Top hashtags:
#climatedebate
#climatechange
#climate
#climatecrisis

Description:
Description
The graph represents a network of 19,309 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 Thursday, 28 November 2019 at 08:32 UTC.

The tweets in the network were tweeted over the 5-hour, 55-minute period from Thursday, 28 November 2019 at 01:51 UTC to Thursday, 28 November 2019 at 07:46 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 : 19309
Unique Edges : 27297
Edges With Duplicates : 2769
Total Edges : 30066
Number of Edge Types : 4
Tweet : 2641
Retweet : 14726
Mentions : 10766
Replies to : 1933
Self-Loops : 2736
Reciprocated Vertex Pair Ratio : 0.00713762105019484
Reciprocated Edge Ratio : 0.0141740729390132
Connected Components : 2297
Single-Vertex Connected Components : 1010
Maximum Vertices in a Connected Component : 13904
Maximum Edges in a Connected Component : 24084
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.860885
Graph Density : 7.00180462233477E-05
Modularity : 0.826046
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 19,309 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 Thursday, 28 November 2019 at 08:32 UTC.

The tweets in the network were tweeted over the 5-hour, 55-minute period from Thursday, 28 November 2019 at 01:51 UTC to Thursday, 28 November 2019 at 07:46 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:
[112] https://twitter.com/chelseaperetti/status/1199736876107628545
[101] https://edition.cnn.com/2018/11/26/politics/donald-trump-climate-change/index.html
[62] https://www.smh.com.au/environment/climate-change/dangerously-close-tipping-points-may-trigger-climate-cascade-20191127-p53ej7.html
[51] https://chicago.suntimes.com/columnists/2019/11/25/20982715/jesse-jackson-health-care-student-debt-loan-crisis-climate-change-green-new-deal-basic-reform?utm_campaign=chicago.suntimes&utm_content=entry&utm_medium=social&utm_source=twitter
[47] https://www.nationalgeographic.com/science/2019/11/earth-tipping-point/
[43] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/
[38] https://www.cbc.ca/news/canada/nova-scotia/right-whale-restrictions-reflective-climate-change-1.5374627
[37] https://www.bbc.co.uk/news/science-environment-50562183
[34] https://www.bbc.co.uk/news/science-environment-50578516
[24] https://www.cbc.ca/news/politics/carbon-pricing-tax-climate-change-emissions-1.5374481

Top URLs in Tweet in G1:
[4] https://www.nytimes.com/2019/11/27/opinion/united-nations-climate-change.html
[2] https://www.afr.com/policy/energy-and-climate/bca-rejects-climate-change-campaign-20190826-p52kt4
[2] https://www.vox.com/2019/11/26/20983626/climate-change-un-emissions-gap-report
[2] https://www.ft.com/content/39df996a-0abf-11ea-b2d6-9bf4d1957a67?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[2] https://www.latimes.com/opinion/story/2019-11-27/california-zero-emission-trucks-climate-change
[1] https://www.strongtowns.org/journal/2019/9/2/hurricanes-are-great-for-the-economy-but-terrible-for-people-and-places
[1] https://markets.businessinsider.com/news/1028552494
[1] https://twitter.com/laura_kathlyn_/status/1199844671373152257
[1] https://iopscience.iop.org/article/10.1088/1748-9326/8/2/024024
[1] https://twitter.com/MattCalcara/status/1199540961430458368

Top URLs in Tweet in G2:
[11] https://torontosun.com/opinion/columnists/goldstein-political-promises-on-climate-change-are-fake-news
[8] https://www.forbes.com/sites/michaelshellenberger/2019/11/25/why-everything-they-say-about-climate-change-is-wrong/
[5] https://www.insider.com/new-law-states-students-in-the-philippines-must-plant-trees-before-they-can-graduate-2019-5
[5] https://climatechangedispatch.com/wsj-the-myth-of-the-climate-change-97/
[4] https://wattsupwiththat.com/2018/03/22/climate-change-is-killing-us-my-open-letter-to-prime-minister-trudeau-environment-minister-mckenna/
[4] https://www.cbc.ca/news/politics/carbon-pricing-tax-climate-change-emissions-1.5374481
[4] https://www.cbc.ca/news/canada/toronto/ontario-youth-climate-change-lawsuit-1.5372440
[4] https://climatechangedispatch.com/un-mass-extinction-climate-change/
[3] https://www.forbes.com/sites/michaelshellenberger/2019/11/25/why-everything-they-say-about-climate-change-is-wrong/amp/?__twitter_impression=true
[3] https://www.youtube.com/watch?v=FHUHsBnpCj8&feature=youtu.be


Top URLs in Tweet in G3:
[4] https://www.cityam.com/time-for-us-all-to-get-motoring-on-combatting-climate-change/
[4] https://www.independent.co.uk/news/uk/politics/labour-jeremy-corbyn-climate-change-election-trees-parks-a9220891.html
[3] https://www.smh.com.au/environment/climate-change/dangerously-close-tipping-points-may-trigger-climate-cascade-20191127-p53ej7.html
[2] https://www.thejournal.ie/?p=4909129&utm_source=shortlink
[2] https://jrnl.ie:443/4909129t
[2] https://twitter.com/Keir_Starmer/status/1199804290635841542
[2] https://news.sky.com/story/sky-views-climate-change-is-not-fake-world-leaders-need-to-confront-trumps-denial-11799350
[1] https://www.bbc.co.uk/news/amp/uk-politics-50572502
[1] https://www.independent.co.uk/news/uk/politics/election-green-climate-parties-brexit-conservatives-greenpeace-a9220271.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1574926489
[1] https://twitter.com/Steven_Swinford/status/1199738719198162944

Top URLs in Tweet in G4:
[43] https://www.smh.com.au/environment/climate-change/dangerously-close-tipping-points-may-trigger-climate-cascade-20191127-p53ej7.html
[9] https://twitter.com/slatterynetwork/status/1199770710140313600
[5] https://www.theage.com.au/environment/climate-change/dangerously-close-tipping-points-may-trigger-climate-cascade-20191127-p53ej7.html
[5] https://www.theguardian.com/australia-news/2019/nov/28/bom-summer-outlook-warns-australia-to-prepare-for-severe-fire-danger
[4] https://www.abc.net.au/radio/adelaide/programs/am/behind-the-rhetoric---farmers-quietly-adapt-to-climate-change/11744488
[4] https://www.abc.net.au/mediawatch/episodes/fires/11736656
[4] https://www.cnn.com/2018/11/26/politics/donald-trump-climate-change/index.html
[3] https://ipa.org.au/ipa-today/clive-james-chapter-in-climate-change-the-facts-2017
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03629-7
[2] https://www.smh.com.au/environment/climate-change/hotter-oceans-wilder-weather-less-ice-the-ipcc-upgrades-projections-to-catastrophic-20190925-p52uy5.html

Top URLs in Tweet in G5:
[30] https://www.bbc.co.uk/news/science-environment-50562183
[14] http://globalcomment.com/why-climate-change-is-an-irrelevance-economic-growth-is-a-myth-and-sustainability-is-forty-years-too-late/
[11] https://www.smh.com.au/environment/climate-change/dangerously-close-tipping-points-may-trigger-climate-cascade-20191127-p53ej7.html
[11] https://www.bbc.co.uk/news/science-environment-50578516
[9] https://www.theguardian.com/environment/2019/nov/27/climate-emergency-world-may-have-crossed-tipping-points
[7] https://twitter.com/ezraklein/status/1199830134687031296
[7] https://www.dailymail.co.uk/news/article-7733649/Planet-reached-climate-change-tipping-points.html
[6] https://abcbirds.org/action/petition-bird-smart-energy
[5] https://twitter.com/mykola/status/1198719315589160960
[5] http://www.cnn.com/2018/11/26/politics/donald-trump-climate-change/index.html

Top URLs in Tweet in G6:
[51] https://chicago.suntimes.com/columnists/2019/11/25/20982715/jesse-jackson-health-care-student-debt-loan-crisis-climate-change-green-new-deal-basic-reform?utm_campaign=chicago.suntimes&utm_content=entry&utm_medium=social&utm_source=twitter
[21] https://www.nationalgeographic.com/science/2019/11/earth-tipping-point/
[15] https://time.com/5735388/climate-change-eco-anxiety/
[9] https://www.newscientist.com/article/2224908-co2-guzzling-bacteria-made-in-the-lab-could-help-tackle-climate-change/?utm_term=Autofeed&utm_medium=SOC&utm_source=Twitter#Echobox=1574876595
[7] https://www.bbc.co.uk/news/science-environment-50578516
[5] https://www.economist.com/graphic-detail/2019/11/22/climate-change-is-forcing-winemakers-to-move-further-from-the-equator
[5] https://www.latimes.com/opinion/story/2019-11-27/california-zero-emission-trucks-climate-change
[4] https://www.downtoearth.org.in/blog/climate-change/how-climate-change-affects-health-in-the-us-and-elsewhere--67898
[4] https://trib.al/ofuGe16
[4] https://berniesanders.com/issues/green-new-deal/

Top URLs in Tweet in G7:
[36] https://www.cbc.ca/news/canada/nova-scotia/right-whale-restrictions-reflective-climate-change-1.5374627
[15] https://www.washingtonpost.com/climate-environment/2019/11/26/bleak-report-un-says-drastic-action-is-only-way-avoid-worst-impacts-climate-change/
[9] https://www.ft.com/content/61ef385a-1129-11ea-a225-db2f231cfeae
[6] https://www.ft.com/content/be1250c6-0c4d-11ea-b2d6-9bf4d1957a67
[3] https://www.reuters.com/article/us-climate-change-accord-wmo/greenhouse-gases-accelerate-to-new-peak-in-2018-un-says-idUSKBN1XZ115
[3] https://www.theguardian.com/world/2018/oct/30/migrant-caravan-causes-climate-change-central-america
[3] https://www.successfulgreen.com/climate-change-is-reorganizing-fish-communities/
[3] https://www.bbc.com/news/science-environment-50578516
[3] https://www.edf.org/blog/2019/11/22/your-holiday-dinner-talking-points-climate-change?utm_source=twitter&utm_campaign=edf_none_upd_dmt&utm_medium=social-media&utm_id=1574369399
[3] https://www.motherjones.com/kevin-drum/2019/11/the-world-is-giving-up-on-climate-change/

Top URLs in Tweet in G8:
[5] http://freedomoutpost.com/global-warming-and-climate-change-both-are-false-narratives/
[5] http://freedomoutpost.com/the-latest-fake-climate-change-information/
[3] https://interactives.stuff.co.nz/2019/11/south-dunedin-climate-change-sea-level-rise/
[3] https://www.newscientist.com/article/2224908-co2-guzzling-bacteria-made-in-the-lab-could-help-tackle-climate-change/
[3] https://www.resourcesmag.org/common-resources/addressing-quality-affordability-and-climate-change-issues-us-water-policy/
[2] https://www.popularmechanics.com/science/environment/a29998116/united-nations-climate-change-report-november-2019/
[2] https://www.ecowatch.com/greenhouse-gases-climate-change-un-2641459291.html
[1] https://www.theguardian.com/environment/2019/aug/10/greta-thunberg-climate-change-fight-germany-hambach-forest?CMP=share_btn_tw
[1] https://blogs.scientificamerican.com/observations/a-scary-year-for-climate-change/?amp
[1] https://eu.usatoday.com/story/opinion/2019/06/03/climate-change-requires-collective-action-more-than-single-acts-column/1275965001/

Top URLs in Tweet in G9:
[2] https://phys.org/news/2019-11-invasive-species-exploit-climate-antarctica.html
[2] https://www.nytimes.com/interactive/2019/11/14/climate/car-ban-air-pollution.html
[2] https://www.palmbeachpost.com/news/20191127/climate-change-this-palm-beach-county-business-is-front-and-center-in-fighting-flooding?rssfeed=true&utm_source=twitter&utm_medium=Social&utm_campaign=ghf-palmbeach-main
[1] https://qz.com/1755832/young-republicans-want-federal-action-on-climate-change/
[1] https://www.rollingstone.com/politics/politics-news/big-coal-trashed-the-climate-and-got-away-with-it-918567/
[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://blogs.scientificamerican.com/observations/scientists-have-been-underestimating-the-pace-of-climate-change/
[1] https://climate.nasa.gov/blog/2910/what-is-the-suns-role-in-climate-change/
[1] https://theconversation.com/climate-change-is-hitting-african-farmers-the-hardest-of-all-40845
[1] https://www.nationalobserver.com/2019/11/08/features/how-communities-can-build-psychological-resilience-disaster

Top URLs in Tweet in G10:
[13] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/10/29/coastal-wetlands-can-help-countries-fight-climate-change-and-meet-paris-agreement-goals?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=oct
[3] https://twitter.com/mykola/status/1198719315589160960
[1] https://www.washingtonpost.com/lifestyle/food/climate-change-is-reshaping-wine-as-we-know-it/2019/06/06/7d8082c8-8861-11e9-98c1-e945ae5db8fb_story.html
[1] https://twitter.com/paulwaugh/status/1199635159995289600

Top Domains
Top Domains in Tweet in Entire Graph:
[656] twitter.com
[294] co.uk
[140] cnn.com
[117] com.au
[109] cbc.ca
[84] washingtonpost.com
[80] youtube.com
[77] theguardian.com
[75] trib.al
[66] ft.com

Top Domains in Tweet in G1:
[6] twitter.com
[4] nytimes.com
[2] afr.com
[2] vox.com
[2] ft.com
[2] latimes.com
[2] forbes.com
[1] strongtowns.org
[1] businessinsider.com
[1] iop.org

Top Domains in Tweet in G2:
[31] twitter.com
[16] forbes.com
[13] torontosun.com
[12] cbc.ca
[12] climatechangedispatch.com
[11] youtube.com
[8] reuters.com
[5] wattsupwiththat.com
[5] insider.com
[4] co.uk

Top Domains in Tweet in G3:
[14] co.uk
[8] twitter.com
[4] cityam.com
[4] com.au
[3] sky.com
[3] org.uk
[2] thejournal.ie
[2] jrnl.ie
[1] dazeddigital.com
[1] royalsociety.org

Top Domains in Tweet in G4:
[62] com.au
[32] twitter.com
[13] net.au
[12] theguardian.com
[9] change.org
[6] theconversation.com
[6] cnn.com
[5] nytimes.com
[4] nature.com
[3] co.uk

Top Domains in Tweet in G5:
[150] twitter.com
[110] co.uk
[30] com.au
[29] theguardian.com
[16] globalcomment.com
[15] washingtonpost.com
[14] youtube.com
[14] cnn.com
[12] bbc.com
[12] newscientist.com

Top Domains in Tweet in G6:
[53] suntimes.com
[21] nationalgeographic.com
[17] newscientist.com
[17] time.com
[7] latimes.com
[7] co.uk
[7] trib.al
[6] twitter.com
[5] economist.com
[5] bbc.com

Top Domains in Tweet in G7:
[40] cbc.ca
[34] ecointernet.org
[25] ft.com
[15] twitter.com
[15] washingtonpost.com
[9] trib.al
[8] theguardian.com
[5] reuters.com
[5] org.in
[5] cnn.com

Top Domains in Tweet in G8:
[12] twitter.com
[10] freedomoutpost.com
[7] co.uk
[5] theguardian.com
[3] co.nz
[3] newscientist.com
[3] resourcesmag.org
[2] usatoday.com
[2] washingtonpost.com
[2] popularmechanics.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] nationalobserver.com
[2] phys.org
[2] nytimes.com
[2] palmbeachpost.com
[1] qz.com
[1] rollingstone.com
[1] washingtonpost.com
[1] scientificamerican.com
[1] nasa.gov

Top Domains in Tweet in G10:
[13] pewtrusts.org
[4] twitter.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[549] climatedebate
[387] climatechange
[195] climate
[123] climatecrisis
[73] climateemergency
[65] johnson
[59] globalwarming
[55] smartagricke
[53] auspol
[52] fallontonight



Top Hashtags in Tweet in G1:
[2] climatechange
[2] mpas
[1] teamtom
[1] iacaucus
[1] climatehoax
[1] rt

Top Hashtags in Tweet in G2:
[46] climatechange
[15] cdnpoli
[9] chemtrails
[6] geoengineering
[5] canadian
[5] agenda21
[4] gretathunberg
[3] fridaysforfuture
[3] climate
[3] agenda2030

Top Hashtags in Tweet in G3:
[545] climatedebate
[14] ge2019
[8] tomorrowspaperstoday
[7] emptychairboris
[6] toriesoutdecember12
[5] climateemergency
[5] tory
[5] johnson
[5] labour
[4] climate

Top Hashtags in Tweet in G4:
[20] climate
[16] auspol
[14] climatechange
[6] climateemergency
[5] health
[5] greennewdeal
[3] mediawatch
[3] climatecrisis
[2] qt
[2] bushfires

Top Hashtags in Tweet in G5:
[48] climatechange
[24] climatecrisis
[11] actonclimatechange
[9] climate
[8] climateemergency
[6] news
[6] environment
[6] thethingsimnotthankfulfor
[5] auspol
[4] sustainability

Top Hashtags in Tweet in G6:
[52] fallontonight
[32] climatecrisis
[17] climate
[10] greennewdeal
[7] onpoli
[7] tiredearth
[6] cdnpoli
[6] bcpoli
[5] australia
[5] danger

Top Hashtags in Tweet in G7:
[36] climatechange
[17] cop25
[17] takeaction
[12] climateaction
[9] climatecrisis
[9] climateemergency
[8] environment
[7] actonclimate
[6] emissionsgap
[6] sdgs

Top Hashtags in Tweet in G8:
[85] climate
[17] climatechange
[5] actonclimate
[5] cdnpoli
[5] koalas
[4] climatecrisis
[3] emir
[3] nasarawa
[3] climateaction
[3] energy

Top Hashtags in Tweet in G9:
[2] climatechange
[1] fossilfuels
[1] climate
[1] climatewednesday
[1] climatemitigation
[1] climateadaptation
[1] exxonknew

Top Hashtags in Tweet in G10:
[13] fact

Top Words
Top Words in Tweet in Entire Graph:
[20670] Words in Sentiment List#1: Positive
[31508] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[586071] Non-categorized Words
[638249] Total Words
[23001] climate
[21223] change
[6096] compared
[3597] exist
[3455] cost

Top Words in Tweet in G1:
[5783] climate
[5778] change
[5700] compared
[2856] cost
[2854] stopping
[2851] exist
[2851] cheap
[2851] actual
[2850] expensive
[2850] imaginary

Top Words in Tweet in G2:
[1573] climate
[1164] change
[375] real
[314] gretathunberg
[297] aoc
[291] cathmckenna
[285] shellenbergermd
[283] lies
[276] politicians
[274] article

Top Words in Tweet in G3:
[1406] climate
[1385] change
[810] johnson
[742] leaders
[736] boris
[727] party
[721] farage
[707] ignore
[670] nigel
[617] channel4news

Top Words in Tweet in G4:
[1288] climate
[1038] change
[309] action
[215] scottmorrisonmp
[177] tipping
[174] #auspol
[138] house
[138] response
[138] sbsnews
[135] parliament

Top Words in Tweet in G5:
[1096] climate
[1029] change
[73] carbon
[73] emissions
[69] global
[68] people
[56] plan
[53] news
[49] cut
[48] #climatechange

Top Words in Tweet in G6:
[552] climate
[446] change
[207] berniesanders
[104] global
[96] spending
[96] fight
[91] senator
[89] common
[89] night
[88] weapons

Top Words in Tweet in G7:
[476] climate
[437] change
[93] children
[87] brides
[65] scientists
[61] action
[52] emissions
[50] report
[49] news
[47] #climatechange

Top Words in Tweet in G8:
[465] climate
[369] change
[167] #climate
[151] #actonclimate
[147] gas
[134] people
[128] oil
[122] world's
[121] control
[120] companies

Top Words in Tweet in G9:
[577] climate
[560] change
[530] fox
[284] intelligence
[276] trump
[265] poll
[265] 'news'
[265] viewers
[265] 78
[265] successful

Top Words in Tweet in G10:
[775] climate
[774] change
[678] wine
[353] grapes
[329] real
[327] 100
[325] decades
[325] single
[325] person
[325] doubts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20892] climate,change
[3048] stopping,climate
[3048] change,exist
[3043] exist,incredibly
[3043] compared,actual
[3043] degree,warmer
[3031] change,expensive
[3031] expensive,compared
[3031] compared,imaginary
[3031] imaginary,climate

Top Word Pairs in Tweet in G1:
[5777] climate,change
[2854] stopping,climate
[2851] change,exist
[2850] change,expensive
[2850] expensive,compared
[2850] compared,imaginary
[2850] imaginary,climate
[2850] exist,incredibly
[2850] incredibly,cheap
[2850] cheap,compared

Top Word Pairs in Tweet in G2:
[1147] climate,change
[284] aoc,cathmckenna
[271] article,environmentalist
[271] environmentalist,shellenbergermd
[271] shellenbergermd,climate
[271] change,lies
[271] lies,antiscientific
[271] antiscientific,notions
[271] notions,pushed
[271] pushed,activists

Top Word Pairs in Tweet in G3:
[1381] climate,change
[728] boris,johnson
[669] party,leaders
[669] nigel,farage
[544] borisjohnson,climate
[536] leaders,boris
[536] johnson,nigel
[536] farage,agreed
[536] agreed,channel4news
[536] channel4news,#climatedebate

Top Word Pairs in Tweet in G4:
[999] climate,change
[156] action,climate
[133] canberra,students
[133] students,striking
[133] striking,action
[133] change,parliament
[133] parliament,house
[133] house,prime
[133] prime,minister's
[133] minister's,office

Top Word Pairs in Tweet in G5:
[1008] climate,change
[48] carbon,emissions
[46] change,plan
[45] plan,cut
[45] emissions,concerts
[44] cut,carbon
[33] bbc,news
[30] change,real
[24] news,climate
[24] missing,verge

Top Word Pairs in Tweet in G6:
[442] climate,change
[90] senator,berniesanders
[90] berniesanders,global
[88] spending,weapons
[88] weapons,destruction
[88] destruction,designed
[88] designed,kill
[88] kill,pool
[88] pool,resources
[88] resources,fight

Top Word Pairs in Tweet in G7:
[424] climate,change
[87] children,brides
[77] brides,children
[35] scientists,estimate
[35] estimate,400
[35] 400,north
[35] north,atlantic
[35] atlantic,whales
[35] whales,left
[35] left,existence

Top Word Pairs in Tweet in G8:
[276] climate,change
[126] oil,gas
[116] world's,largest
[116] largest,publicly
[116] publicly,owned
[116] owned,oil
[116] gas,companies
[116] companies,spend
[116] spend,200
[116] 200,lobbying

Top Word Pairs in Tweet in G9:
[559] climate,change
[265] poll,fox
[265] fox,'news'
[265] 'news',viewers
[265] viewers,78
[265] 78,trump
[265] trump,successful
[265] successful,president
[265] president,79
[265] 79,fbi

Top Word Pairs in Tweet in G10:
[774] climate,change
[353] wine,grapes
[326] change,100
[326] 100,real
[325] real,wine
[325] grapes,decades
[325] decades,single
[325] single,person
[325] person,wine
[325] wine,doubts

Top Replied-To
Top Replied-To in Entire Graph:
@tulsigabbard
@ezraklein
@otagograd
@patrickahinda
@keir_starmer
@sunrisemvmt
@andrewscheer
@drwaheeduddin
@maximebernier
@riley7news

Top Replied-To in G1:
@ezraklein
@catherinerowett
@bennyseattle
@herbegerenews
@mattcalcara
@dylerturdan
@terridnw
@hausfath
@stolethumbs
@jimshmed

Top Replied-To in G2:
@otagograd
@drwaheeduddin
@maximebernier
@junkscience
@pedsontario
@citynews
@rn_gal
@gretathunberg
@thinks_about_it
@bjornlomborg

Top Replied-To in G3:
@keir_starmer
@channel4news
@davidlammy
@bbcpolitics
@skyecity_
@jeremycorbyn
@joswinson
@bendepear
@paulofthepool
@hilarybennmp

Top Replied-To in G4:
@tulsigabbard
@riley7news
@joebiden
@realdonaldtrump
@lynlinking
@jamesdoss50
@michaelspring17
@belindajones68
@ijanis51
@noplaceforsheep

Top Replied-To in G5:
@pevma_ev

Top Replied-To in G6:
@sunrisemvmt
@sensanders
@ezraklein
@mpolston78
@msnbc
@lindajob
@woobietuesday
@latimes
@genxjenh
@mybetterdays

Top Replied-To in G7:
@aspider960
@cbcnews
@cnn
@uwantsomathis
@amongstwits
@unfccc
@washingtonpost
@ashokepandit
@abc
@insideclimate

Top Replied-To in G8:
@whereis51385953
@billmckibben
@andyswarbs
@mikehudema
@lamphieryeg
@dynamat
@roberta21324401
@nzstuff
@peterrabbit68
@jimbair62221006

Top Replied-To in G9:
@betoorourke
@climatecancel
@maltomash
@climatewed
@mdarby30
@elaineedo
@kylegriffin1

Top Replied-To in G10:
@treeplanter1312
@mykola
@monro3doctrine

Top Mentioned
Top Mentioned in Entire Graph:
@borisjohnson
@channel4news
@gretathunberg
@aoc
@cathmckenna
@shellenbergermd
@scottmorrisonmp
@berniesanders
@sbsnews
@thelastrefuge2

Top Mentioned in G1:
@ezraklein
@vanillatary
@mehdirhasan
@bennyseattle
@bcacomau
@fuelledbydylan
@muhamedlaminjo2
@jefflonsdale
@rach4ubi
@arne_jj

Top Mentioned in G2:
@gretathunberg
@cathmckenna
@aoc
@shellenbergermd
@gillesnfio
@medbennett
@friendsoscience
@dawntj90
@jwspry
@prosyn

Top Mentioned in G3:
@borisjohnson
@channel4news
@jeremycorbyn
@sianberry
@nicolasturgeon
@joswinson
@afneil
@conservatives
@krishgm
@michaelgove

Top Mentioned in G4:
@scottmorrisonmp
@sbsnews
@smh
@realdonaldtrump
@theage
@change
@p_hannam
@epa
@gzeromedia
@abcnews

Top Mentioned in G5:
@clintonkowach
@sightmagazine
@rajpaltyagi1

Top Mentioned in G6:
@berniesanders
@jimmyfallon
@suntimes
@p_hannam
@rahmstorf
@nature
@chrislhayes
@algore
@msnbc
@arimelber

Top Mentioned in G7:
@witherscbc
@unep
@financialtimes
@un
@sierra_magazine
@advocat04826799
@levi_porton
@jamessm22527674
@gretathunberg
@unfccc

Top Mentioned in G8:
@jamie_margolin
@newdaynw
@350africa
@nzstuff
@billmckibben
@iujibril
@justintrudeau
@janecaro
@omv
@resourcesmag

Top Mentioned in G9:
@nasa
@natobserver
@cathmckenna
@boisejim7
@betoorourke
@__lilygreen
@jayinslee
@saleemulhuq
@7sinsoftrump

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@_mrdavidjones
@tomthunkitsmind
@americanair
@yuuji_k1
@robinsnewswire
@jurylady5
@pairsonnalitesa
@lennaleprena

Top Tweeters in G1:
@manmet80
@n7irl
@greeeneyedwhwom
@homegypsy
@rowast
@givemepie360
@_silversmith
@unlewis
@samhainnight
@wise_diva

Top Tweeters in G2:
@porridgeisgood
@eddarrell
@traveller_makk
@jot_au
@rmack2x
@maegan_laporte
@angelatange65
@garthgodsman
@nationalpost
@inky_mark

Top Tweeters in G3:
@_mrdavidjones
@llemj
@davidlance3
@astwisa
@euethnic
@mojos55
@mckinlay_liz
@staircase2
@thestephenralph
@bbcnews

Top Tweeters in G4:
@jurylady5
@lennaleprena
@geoffrey_payne
@solutioneer72
@minhkular
@pckj3627
@pmgeezer
@davidbewart
@3wombats
@sallyrmelb

Top Tweeters in G5:
@occuworld
@robinsnewswire
@pairsonnalitesa
@commonpatriot
@globalissuesweb
@therussophile
@enjeuxenergies
@iam__network
@sortiwa
@aroundomedia

Top Tweeters in G6:
@drdaveanddee
@truthglow
@b1e56df9ce6549f
@senseof_outrage
@altai_armande
@birdonalift
@albertarabbit
@noybsk2017
@lifelovelovatic
@kavn

Top Tweeters in G7:
@yuuji_k1
@odio_nao
@rjber15
@ecointernetdrgb
@willseattle
@normanbuffong
@habbradley
@cberrl
@joni_looking
@nofascistlies

Top Tweeters in G8:
@sddphoto
@anselmonadir
@jcmarbury
@genghisgalahad2
@letsroc137
@laura78703
@leel06lee
@ttsnoopy
@tdzwilewski
@thefutureyousee

Top Tweeters in G9:
@rhiles2760
@anthonybourque
@trump_enemy
@lisahauser8
@jjj5819
@spryguy
@ajgma
@henrygalvin88
@lltwing
@akaxochi

Top Tweeters in G10:
@leratomannya
@mr1738
@fieryreddragon
@emccoy_writer
@random_factor
@t_dot_lee_phd
@danceswidlesbos
@ztotheoande
@ebbi_onelove
@redwoodgirl


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