global warming, Twitter, 11/14/2022 10:57:20 PM, 284474
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global warming_2022-11-13_23-00-00.xlsx
global warming_2022-11-13_23-00-00.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2022
Short Description:
global warming via NodeXL https://bit.ly/3tsgK7l
@peterdclack
@jimbowersclimb
@harmsaeijs
@ipcc_ch
@jrockstrom
@profbillmcguire
@cop27p
@ecowarriorss
@elonmusk
@themanfrommensa

Top hashtags:
#cop27
#globalwarming
#climatechange
#sr15
#ar6
#climatecrisis

Description:
Description
The graph represents a network of 9,434 Twitter users whose tweets in the requested range contained "global warming", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 14 November 2022 at 07:08 UTC.

The requested start date was Monday, 14 November 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, 5-hour, 10-minute period from Tuesday, 01 November 2022 at 17:44 UTC to Thursday, 03 November 2022 at 22:55 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 : 9434
Unique Edges : 5771
Edges With Duplicates : 9133
Total Edges : 14904
Number of Edge Types : 5
Retweet : 3951
MentionsInRetweet : 4566
Replies to : 1810
Mentions : 2613
Tweet : 1964
Self-Loops : 2025
Reciprocated Vertex Pair Ratio : 0.00979206963249516
Reciprocated Edge Ratio : 0.0193942296181013
Connected Components : 2369
Single-Vertex Connected Components : 1182
Maximum Vertices in a Connected Component : 3960
Maximum Edges in a Connected Component : 8363
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.942196
Graph Density : 9.38635066619492E-05
Modularity : 0.590951
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 9,434 Twitter users whose tweets in the requested range contained "global warming", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 14 November 2022 at 07:08 UTC.

The requested start date was Monday, 14 November 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, 5-hour, 10-minute period from Tuesday, 01 November 2022 at 17:44 UTC to Thursday, 03 November 2022 at 22:55 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 : global warming
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:
[158] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=share_btn_tw
[112] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report
[108] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=Share_iOSApp_Other
[59] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=Share_AndroidApp_Other
[50] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=twt_a-environment_b-gdneco
[30] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1667398028
[19] https://apple.news/AQo-Tmq4VRRqhtZTnX3vcuw
[16] https://www.technocracy.news/un-wants-4-6-trillion-to-prop-up-its-failing-global-warming-program/
[15] https://twitter.com/laralogan/status/1587814321966432256
[14] https://news.sky.com/story/climate-change-majority-believe-government-doing-too-little-to-combat-global-warming-poll-suggests-12735688

Top URLs in Tweet in G1:
[78] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=share_btn_tw
[57] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=Share_iOSApp_Other
[51] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report
[35] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=Share_AndroidApp_Other
[14] https://twitter.com/laralogan/status/1587814321966432256
[11] https://apple.news/AQo-Tmq4VRRqhtZTnX3vcuw
[10] https://www.technocracy.news/un-wants-4-6-trillion-to-prop-up-its-failing-global-warming-program/
[9] https://www.washingtonpost.com/climate-environment/2022/11/03/europe-heating-faster-global-warming/
[7] https://www.aljazeera.com/news/2022/11/2/europe-warming-at-twice-the-global-average-un-report-warns
[6] https://naturesrealhealth.blogspot.com/2022/10/sulforaphane-to-treat-prevent-breast.html

Top URLs in Tweet in G2:
[2] http://www.petitionproject.org/index.php
[1] https://rmx.news/european-union/eu-nations-agree-to-ban-internal-combustion-cars-by-2035/
[1] https://answersingenesis.org/geology/catastrophism/how-fast-can-oil-form/
[1] https://www.youtube.com/watch?v=8HnZ3o8JEPE&feature=youtu.be

[1] https://www.youtube.com/watch?v=rY63Nym_qrA&feature=youtu.be

[1] https://twitter.com/gmbutts/status/1588258198527410178
[1] https://web.stanford.edu/group/efmh/jacobson/Articles/VIII/bioburn/14BburnJGR.pdf
[1] https://web.stanford.edu/group/efmh/jacobson/Articles/I/SatWindPot2012.pdf
[1] https://web.stanford.edu/group/efmh/jacobson/Articles/I/CombiningRenew/TurbineCooling.pdf

Top URLs in Tweet in G3:
[40] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=twt_a-environment_b-gdneco
[8] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report
[7] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=share_btn_tw
[4] https://news.sky.com/story/climate-change-majority-believe-government-doing-too-little-to-combat-global-warming-poll-suggests-12735688
[4] https://www.science.org/content/article/even-50-year-old-climate-models-correctly-predicted-global-warming?cookieSet=1
[4] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=Share_iOSApp_Other
[3] https://insideclimatenews.org/news/02112022/forest-protection-global-warming/
[3] https://www.aljazeera.com/news/2022/11/2/europe-warming-at-twice-the-global-average-un-report-warns
[3] https://www.washingtonpost.com/climate-environment/2022/11/03/europe-heating-faster-global-warming/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world
[2] https://www.greenpeace.org/mena/en/the-implications-of-climate-change/

Top URLs in Tweet in G4:
[10] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=Share_AndroidApp_Other
[7] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report
[6] https://www.theguardian.com/environment/2022/oct/30/cop27-climate-summit-window-for-avoiding-catastrophe-is-closing-fast?CMP=share_btn_tw
[5] https://insideclimatenews.org/news/02112022/forest-protection-global-warming/
[5] https://www.theguardian.com/environment/2022/oct/31/nothing-will-change-on-climate-until-death-toll-rises-in-west-says-gabonese-minister-aoe
[4] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=share_btn_tw
[3] https://www.ipcc.ch/report/ar6/wg2/resources/spm-headline-statements/
[2] https://www.nytimes.com/interactive/2022/10/26/magazine/climate-change-warming-world.html
[2] https://www.theguardian.com/environment/2022/oct/30/cop27-climate-summit-window-for-avoiding-catastrophe-is-closing-fast
[2] https://buff.ly/3zxWrIV

Top URLs in Tweet in G5:
[4] https://www.arkansasonline.com/news/2022/oct/30/zimbabwe-on-brink-of-record-wheat-crop/
[1] https://www.washingtonpost.com/climate-environment/2022/11/03/europe-heating-faster-global-warming/
[1] https://www.reuters.com/business/environment/cop27-world-faces-28c-rise-after-woefully-inadequate-climate-pledges-un-says-2022-10-27/
[1] https://wattsupwiththat.com/2022/07/27/new-surface-stations-report-released-its-worse-than-we-thought/
[1] https://www.reuters.com/world/europe/france-had-hottest-month-october-since-1945-2022-11-01/
[1] https://www.euractiv.com/section/climate-environment/news/europe-warmed-twice-as-much-as-global-average-in-last-three-decades-report/
[1] https://www.gfdl.noaa.gov/global-warming-and-hurricanes/
[1] https://www.nytimes.com/article/tropical-storm-martin-hurricane.html?smid=tw-share
[1] https://notrickszone.com/2022/10/18/typhoon-frequency-has-fallen-since-1950-contradicting-alarmist-global-warming-claims/
[1] https://www.thetimes.co.uk/article/an-unseasonably-warm-month-and-year-sbsfhphl5

Top URLs in Tweet in G6:
[4] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report
[1] https://www.economist.com/films/2021/10/30/this-is-what-3degc-of-global-warming-looks-like
[1] https://phys.org/news/2022-11-global-arctic-megafires-permafrost.html
[1] https://www.carbonbrief.org/global-warming-above-1-5c-could-trigger-multiple-tipping-points/
[1] https://insideclimatenews.org/news/15092021/global-warming-james-hansen-aerosols/
[1] https://www.climate.gov/news-features/feed/models-show-north-atlantic-cooling-driven-atmospheric-processes
[1] https://www.climate.gov/news-features/blogs/where-does-global-warming-go-during-la-ni%C3%B1a-0
[1] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=twt_a-environment_b-gdneco
[1] https://twitter.com/climatewwf/status/1585205736526995458
[1] https://twitter.com/noaaclimate/status/1587181822215041025

Top URLs in Tweet in G7:
[3] https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/96GL01029
[2] https://www.nature.com/articles/s41558-022-01388-4
[2] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report
[1] https://yaleclimateconnections.org/2020/12/if-global-warming-is-real-why-is-it-cold-outside/
[1] https://arstechnica.com/science/2020/03/paper-that-claimed-the-sun-caused-global-warming-gets-retracted/
[1] https://nature.com/articles/s41558-022-01388-4
[1] http://changes.ice
[1] https://www.realclimate.org/index.php/archives/2006/11/revealed-secrets-of-abrupt-climate-shifts/
[1] https://twitter.com/K4Climate/status/1572705859502841857?t=s13kIFmRhwCdTMyInxMY_w&s=19
[1] https://www.irishtimes.com/environment/climate-crisis/2022/11/02/temperatures-in-europe-have-increased-more-than-twice-global-average-report/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=HP-SubDesc

Top URLs in Tweet in G8:
[4] https://www.reddit.com/r/PennyStocksDD/comments/yl8jtn/global_warming_solutions_inc_shareholder_update/?utm_content=post&utm_medium=twitter&utm_source=share&utm_name=submit&utm_term=t3_yl8jtn
[1] https://www.youtube.com/watch?v=rf78rEAJvhY

[1] https://twitter.com/concern70732755/status/1587701278062395392?s=42&t=7OduX4ZyS49Qm0sSCuY8cw
[1] https://mediabiasfactcheck.com/fraser-institute/
[1] https://www.marketwatch.com/press-release/global-warming-solutions-inc-shareholder-update-on-2-in-1-sodium-battery-and-hydrogen-generator-system-development-2022-10-05?mod=mw_quote_news_seemore
[1] https://www.reddit.com/r/wallstreetbets/comments/yl85yy/global_warming_solutions_inc_shareholder_update/?utm_content=post&utm_medium=twitter&utm_source=share&utm_name=submit&utm_term=t3_yl85yy
[1] https://twitter.com/OccupyDemocrats/status/1587573571152289792

Top URLs in Tweet in G9:
[4] https://www.dailymail.co.uk/sciencetech/article-11383817/Major-glaciers-including-Dolomites-Yosemite-disappear-2050-UN-report.html
[2] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=share_btn_tw
[2] https://www.opendemocracy.net/en/dark-money-investigations/global-warming-policy-foundation-net-zero-watch-koch-brothers/
[1] https://twitter.com/latimeralder/status/1587363857437171713
[1] https://www.dailymail.co.uk/sciencetech/article-11381051/Temperatures-Europe-increased-TWICE-global-average-1991.html
[1] https://www.reformparty.uk/reformuk_sdp_general_election_pact?fbclid=IwAR3nZf-9EsNQZGXXbyigKd3n9_KZ_BH9_JNxW5s2FLpS1Y3LF3i2jYnMlJM
[1] https://www.youtube.com/watch?v=J_IlgwmCkFE&feature=youtu.be

[1] https://twitter.com/Tom64156280/status/1586875287773519872
[1] https://www.independent.co.uk/climate-change/news/europe-temperature-global-warming-crisis-b2216086.html
[1] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=twt_a-environment_b-gdneco

Top URLs in Tweet in G10:
[3] https://socialistproject.ca/2022/10/eleven-wrong-ideas-about-climate/
[3] https://twitter.com/EliotJacobson/status/1582347690251124736
[3] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report
[2] https://twitter.com/TiloJung/status/1588183516160069633
[1] https://unfccc.int/news/it-s-possible-podcast-episode-4
[1] https://www.theguardian.com/environment/2022/nov/02/europes-climate-warming-at-twice-rate-of-global-average-says-report?CMP=Share_iOSApp_Other
[1] https://www.usnews.com/news/best-countries/articles/2019-04-05/global-warming-is-twice-as-fast-in-canada-as-rest-of-the-world-report-says
[1] https://www.treehugger.com/clean-technology/mongolia-on-the-verge-of-ecological-collapse-warming-twice-as-fast-as-global-average.html
[1] https://www.tasnimnews.com/en/news/2019/10/29/2129372/asia-s-vast-landmass-warming-faster-than-global-average-fao-warns
[1] https://www.carbonbrief.org/global-warming-above-1-5c-could-trigger-multiple-tipping-points/

Top Domains
Top Domains in Tweet in Entire Graph:
[566] theguardian.com
[247] twitter.com
[34] washingtonpost.com
[32] bit.ly
[29] youtube.com
[23] co.uk
[22] technocracy.news
[20] wsj.com
[20] apple.news
[19] blogspot.com

Top Domains in Tweet in G1:
[233] theguardian.com
[128] twitter.com
[17] washingtonpost.com
[16] blogspot.com
[12] apple.news
[11] technocracy.news
[9] lnkd.in
[7] msn.com
[7] aljazeera.com
[6] insideclimatenews.org

Top Domains in Tweet in G2:
[3] stanford.edu
[2] petitionproject.org
[2] youtube.com
[1] rmx.news
[1] answersingenesis.org
[1] twitter.com

Top Domains in Tweet in G3:
[60] theguardian.com
[4] phys.org
[4] greenpeace.org
[4] twitter.com
[4] sky.com
[4] science.org
[3] insideclimatenews.org
[3] aljazeera.com
[3] washingtonpost.com
[2] ipcc.ch

Top Domains in Tweet in G4:
[34] theguardian.com
[7] twitter.com
[6] insideclimatenews.org
[5] ipcc.ch
[3] nytimes.com
[2] buff.ly
[1] sci-hub.se
[1] wiley.com
[1] columbia.edu
[1] yahoo.com

Top Domains in Tweet in G5:
[4] arkansasonline.com
[3] twitter.com
[2] washingtonpost.com
[2] reuters.com
[2] wattsupwiththat.com
[2] co.uk
[1] euractiv.com
[1] noaa.gov
[1] nytimes.com
[1] notrickszone.com

Top Domains in Tweet in G6:
[5] theguardian.com
[2] climate.gov
[2] twitter.com
[1] economist.com
[1] phys.org
[1] carbonbrief.org
[1] insideclimatenews.org

Top Domains in Tweet in G7:
[3] wiley.com
[3] nature.com
[2] twitter.com
[2] theguardian.com
[1] yaleclimateconnections.org
[1] arstechnica.com
[1] changes.ice
[1] realclimate.org
[1] irishtimes.com
[1] noaa.gov

Top Domains in Tweet in G8:
[5] reddit.com
[2] twitter.com
[1] youtube.com
[1] mediabiasfactcheck.com
[1] marketwatch.com

Top Domains in Tweet in G9:
[7] co.uk
[4] twitter.com
[4] theguardian.com
[2] opendemocracy.net
[1] reformparty.uk
[1] youtube.com
[1] electroverse.co
[1] wsj.com

Top Domains in Tweet in G10:
[8] twitter.com
[4] theguardian.com
[3] socialistproject.ca
[2] cnn.com
[1] unfccc.int
[1] usnews.com
[1] treehugger.com
[1] tasnimnews.com
[1] carbonbrief.org
[1] skepticalscience.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[183] cop27
[115] globalwarming
[83] climatechange
[48] sr15
[48] ar6
[47] climatecrisis
[42] stateofclimate
[42] climate
[25] climateemergency
[24] pm



Top Hashtags in Tweet in G1:
[27] climatechange
[23] climatecrisis
[23] globalwarming
[17] climate
[14] cop27
[11] environment
[7] climateemergency
[7] warming
[6] global
[5] climateaction

Top Hashtags in Tweet in G3:
[48] sr15
[48] ar6
[13] cop27
[7] breaking
[5] climatecrisis
[5] arctic
[4] climateemergency
[3] globalwarming
[3] climate
[3] europe

Top Hashtags in Tweet in G4:
[24] cop27
[5] fossilfuel
[3] climatechange
[3] climateaction
[2] globalwarming
[2] cop26
[2] co2isnotapollutant
[1] climatescam
[1] showyourstripes
[1] parisagreement

Top Hashtags in Tweet in G5:
[1] questiontime
[1] climateemergency

Top Hashtags in Tweet in G6:
[1] dontlookup
[1] breaking

Top Hashtags in Tweet in G7:
[3] climatebrawl
[1] climatecrisis
[1] climateemergency
[1] truthmatters
[1] bemediasmart
[1] climatebawl
[1] climateclown
[1] climatehypocrite
[1] climatescammer

Top Hashtags in Tweet in G8:
[1] climatechange
[1] elonmusk
[1] globalwarming

Top Hashtags in Tweet in G9:
[7] cop27
[1] climatecrisis
[1] climatescam
[1] climateactionnow
[1] climatebrawl

Top Hashtags in Tweet in G10:
[5] 1doom18
[1] climateemergency
[1] cop27
[1] tp0
[1] tippingpoints
[1] 1m28

Top Words
Top Words in Tweet in Entire Graph:
[6801] global
[6322] warming
[1744] climate
[904] change
[817] average
[801] twice
[724] scientists
[647] rate
[623] peterdclack
[622] report

Top Words in Tweet in G1:
[1210] global
[1194] warming
[312] climate
[215] twice
[204] average
[177] report
[171] rate
[160] europeâ
[109] november
[89] change

Top Words in Tweet in G2:
[606] global
[603] warming
[596] peterdclack
[580] petition
[579] scientists
[578] 029
[578] 487
[578] signed
[578] 2007
[578] elite

Top Words in Tweet in G3:
[260] warming
[257] global
[182] climate
[137] report
[89] average
[82] twice
[65] ipcc_ch
[64] siseneviratne
[62] rate
[56] 5â

Top Words in Tweet in G4:
[183] warming
[181] global
[67] climate
[32] potus
[31] change
[29] more
[26] gretathunberg
[25] rishisunak
[24] #cop27
[23] 5c

Top Words in Tweet in G5:
[119] junkscience
[103] warming
[96] global
[88] climate
[84] today's
[78] average
[75] estimated
[72] 'global
[70] 2000
[70] 1979

Top Words in Tweet in G6:
[183] global
[152] rate
[150] iâ
[149] heating
[149] europe
[149] pretty
[149] twice
[148] grim
[148] profbillmcguire
[148] heatwave

Top Words in Tweet in G7:
[58] warming
[54] global
[15] keillerdon
[12] hoax
[12] geraldkutney
[10] impact
[10] climate
[9] states
[8] article
[8] please

Top Words in Tweet in G8:
[95] global
[92] warming
[45] elonmusk
[29] aoc
[11] hoax
[11] think
[9] more
[9] risk
[8] birth
[8] nasa

Top Words in Tweet in G9:
[143] global
[130] warming
[68] climate
[49] latimeralder
[44] cold
[42] years
[42] 30
[38] fast
[35] electroversenet
[35] next

Top Words in Tweet in G10:
[164] warming
[161] global
[153] jrockstrom
[149] hesitation
[149] scientifically
[149] nothing
[149] anything
[149] without
[149] beyond
[149] today

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5475] global,warming
[724] climate,change
[675] global,average
[602] 029,phd
[602] denouncing,global
[602] petition,2007
[602] phd,signed
[602] scientists,029
[602] 2007,denouncing
[602] signed,petition

Top Word Pairs in Tweet in G1:
[965] global,warming
[199] global,average
[189] warming,twice
[161] twice,rate
[161] rate,global
[157] climate,warming
[155] average,report
[154] europeâ,climate
[81] climate,change
[35] twice,global

Top Word Pairs in Tweet in G2:
[601] global,warming
[578] petition,2007
[578] 37,487
[578] 487,scientists
[578] elite,body
[578] body,37
[578] scientists,029
[578] 029,phd
[578] phd,signed
[578] signed,petition

Top Word Pairs in Tweet in G3:
[149] global,warming
[81] global,average
[68] warming,twice
[55] europeâ,climate
[55] climate,warming
[55] twice,rate
[55] rate,global
[51] average,report
[48] author,ipcc_ch
[48] scientist,author

Top Word Pairs in Tweet in G4:
[159] global,warming
[29] climate,change
[20] ahead,#cop27
[16] limit,global
[14] tune,latest
[14] latest,podcast
[14] degrees,ðÿž
[14] days,ahead
[14] ðÿž,days
[14] needs,happen

Top Word Pairs in Tweet in G5:
[79] global,warming
[70] 2000,average
[70] 1979,2000
[65] average,date
[64] date,measurable
[62] junkscience,today's
[60] 'global,warming'
[55] over,1979
[53] before,read
[53] weâ,re

Top Word Pairs in Tweet in G6:
[148] rate,recognised
[148] heating,twice
[148] pretty,grim
[148] certain,pretty
[148] recognised,heatwave
[148] heatwave,hotspot
[148] hotspot,things
[148] europe,heating
[148] things,certain
[148] twice,global

Top Word Pairs in Tweet in G7:
[42] global,warming
[9] geraldkutney,keillerdon
[9] warming,impact
[9] states,global
[7] share,link
[7] peer,reviewed
[7] link,peer
[7] please,share
[7] reviewed,article
[7] article,states

Top Word Pairs in Tweet in G8:
[91] global,warming
[7] shareholder,update
[7] warming,solutions
[7] solutions,inc
[7] update,sodium
[7] sodium,battery
[7] posted,global
[7] inc,shareholder
[6] low,birth
[6] due,low

Top Word Pairs in Tweet in G9:
[121] global,warming
[34] scientist,dr
[34] climate,scientist
[34] next,30
[34] cold,climate
[34] serious,problem
[34] soon,face
[34] dr,willie
[34] face,serious
[34] 30,years

Top Word Pairs in Tweet in G10:
[157] global,warming
[149] without,hesitation
[149] scientifically,without
[149] 2â,global
[149] hesitation,anything
[149] anything,beyond
[149] beyond,2â
[149] warming,nothing
[149] today,scientifically
[148] jrockstrom,today

Top Replied-To
Top Replied-To in Entire Graph:
@laralogan
@potus
@ericmmatheny
@elonmusk
@rishisunak
@gretathunberg
@actbrigitte
@catturd2
@realdailywire
@aoc

Top Replied-To in G1:

Top Replied-To in G2:
@peterdclack
@shinjaninja1
@oldwomble
@califury

Top Replied-To in G3:
@ecowarriorss
@jimbowersclimb
@alex78197457
@guardianeco
@leaopaulista
@kstandkev
@visevic
@williamtarver
@ppropertarian

Top Replied-To in G4:
@potus
@rishisunak
@gretathunberg
@aloksharma_rdg
@joebiden
@foxnews
@climateenvoy
@johnhay8888
@townhallcom

Top Replied-To in G5:
@junkscience
@tan123
@sterlingmatthew
@zylstrajohn
@jimbowersclimb
@harrietphoto
@lexvandersluijs
@kiloch0
@hillam_jared
@maxturpin2

Top Replied-To in G6:
@juststop_oil
@markcranfield_
@profbillmcguire
@hartenergy
@jessicawins
@rabblechorus
@sharedground

Top Replied-To in G7:
@oscarswild1
@faktantarkast10
@jr4_truth
@sniemn
@geraldkutney
@glenncarr6
@anvndarnamn5
@villagemagire
@jagster20548365
@rln_nelson

Top Replied-To in G8:
@elonmusk
@aoc
@kurteichenwald
@repaoc
@bennyjohnson
@justintrudeau
@nasa
@loni503
@77hercules77

Top Replied-To in G9:
@ticerichard
@timlutherlewis
@allisonpearson
@alexepstein
@latimeralder
@georgeschulte
@climaterealists
@celticnotorious
@slocitizen

Top Replied-To in G10:
@tilojung
@annacabrealbos
@eliotjacobson
@gunnvald1966
@mrmatthewtodd

Top Mentioned
Top Mentioned in Entire Graph:
@peterdclack
@jrockstrom
@profbillmcguire
@_david_ho_
@junkscience
@delta_comm
@jenny_1884
@ipcc_ch
@rubinreport
@wmo

Top Mentioned in G1:
@sillymickel
@sgkplanet_en
@krishnasinha12
@geraldr11207938
@ralphbalexander
@smokeyocity
@survivaldeep1

Top Mentioned in G2:
@peterdclack
@berm_dan
@neocrp
@mrcoonie
@semniistiqlal
@mzjacobson
@uscleanpower
@energy
@philosophy_the

Top Mentioned in G3:
@ipcc_ch
@siseneviratne
@guardianeco
@ecowarriorss
@greenpeace
@abilutangwa
@greenpeacear
@jonburkeuk
@zlabe
@juststop_oil

Top Mentioned in G4:
@unfccc
@cop27p
@gretathunberg
@potus
@jrockstrom
@rishisunak
@pik_climate
@michaelemann
@drjamesehansen
@harmsaeijs

Top Mentioned in G5:
@junkscience
@bjornlomborg
@tan123
@andersen_inger
@questionagw
@maxturpin2
@netzerowatch
@leftfootfwd
@peterdclack
@juliahb1

Top Mentioned in G6:
@profbillmcguire
@rarohde
@isoaho_jussi
@markcranfield_
@jessicawins
@jonburkeuk
@noaaclimate
@juststop_oil
@jrockstrom
@physorg_com

Top Mentioned in G7:
@keillerdon
@geraldkutney
@veritatem2021
@shhsami
@meaniepants_iii
@michael_d_crow
@priscian
@k4climate
@kevpluck
@chrisbbacon3

Top Mentioned in G8:
@elonmusk
@aoc
@jctb1
@nasa
@nasaclimate
@gop
@stephenking
@justiceleaguedd
@nasdaqexchange

Top Mentioned in G9:
@latimeralder
@electroversenet
@climaterealists
@daveatherton20
@adissentient
@peterdclack
@mailonline
@1000frolly
@scgardnerandco
@risktoolbox

Top Mentioned in G10:
@jrockstrom
@profbillmcguire
@mrmatthewtodd
@unfccc
@ecowarriorss
@rkyte365

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@recentlatestvia
@jurylady5
@robinsnewswire
@andyvermaut
@falconhamada_90
@crweworld
@moonbootica
@jondknight
@yarosisnancy

Top Tweeters in G1:
@recentlatestvia
@robinsnewswire
@andyvermaut
@crweworld
@jondknight
@derekjohnbryant
@adabagcompany
@my234radio
@thedextazlab
@lucas_wyrsch

Top Tweeters in G2:
@dclarediane
@sustain05
@donifordace
@mouldssylvia
@albert301271
@tonybrunoshow
@florantine11
@srj7
@rockapepolitics
@joyceeee77

Top Tweeters in G3:
@martinandrea86
@observadorpt
@leahaller55
@hl10pm
@saleemulhuq
@rhosking252
@bagaluesunab
@afp
@littlesparrow9
@pmagn

Top Tweeters in G4:
@trumpgot2go
@allentien
@dawnroseturner
@foxnews
@nicochan33
@rwang0
@cbmantri123456
@davidstevens111
@imiguel78
@zaibatsu

Top Tweeters in G5:
@dingabelle
@trumplar
@rog_2
@alek_aloha
@russjensen5
@awakenowready
@viewvalley
@tan123
@lindarich48
@islivingston

Top Tweeters in G6:
@ambrowoll
@ticgran
@dorothy90237074
@peggymel2001
@tymvirginia
@lindahurrell
@evelyns51868235
@suechapo
@elleallever
@smartguitar1

Top Tweeters in G7:
@irishtimes
@boggywood
@newstalkfm
@friendsoscience
@oscarswild1
@williamnb
@adoolan34
@geraldkutney
@biblioteq_tress
@veritatem2021

Top Tweeters in G8:
@budfoxfun
@jkfecke
@taradublinrocks
@jwhoopes2
@purevdo27046751
@antacsb
@kurteichenwald
@holyschn
@jamespmanley
@nasa

Top Tweeters in G9:
@magicdmw
@telegraph
@kulganofcrydee
@mailonline
@superbikeal
@hiltonholloway
@anthea_bailey
@mjc_cook
@favfavalore
@celticnotorious

Top Tweeters in G10:
@sesuter1
@codeforpdx
@sebkraemer
@laran3313
@beartrust
@prouddoggiemom
@diamandbacks
@humayag
@tilojung
@hilaryzm


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