global warming, Twitter, 5/23/2022 6:46:29 AM, 276867


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global warming_2022-05-22_23-00-00.xlsx
global warming_2022-05-22_23-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2022
Short Description:
global warming via NodeXL https://bit.ly/39KOPIV
@michaelemann
@ecowarriorss
@elonmusk
@jimdtweet
@jimbowersclimb
@xcrgamer
@thedisproof
@martinjbern
@peterdclack
@stuartbrainerd

Top hashtags:
#globalwarming
#planttreessavepakistan
#savesoil
#climatechange

Description:
Description
The graph represents a network of 9,875 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, 23 May 2022 at 06:06 UTC.

The requested start date was Monday, 23 May 2022 at 00:01 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, 55-minute period from Friday, 20 May 2022 at 16:59 UTC to Sunday, 22 May 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 : 9875
Unique Edges : 6645
Edges With Duplicates : 9816
Total Edges : 16461
Number of Edge Types : 5
Retweet : 3990
MentionsInRetweet : 4815
Tweet : 1743
Replies to : 1915
Mentions : 3998
Self-Loops : 1818
Reciprocated Vertex Pair Ratio : 0.0148655772272008
Reciprocated Edge Ratio : 0.0292956575940162
Connected Components : 2448
Single-Vertex Connected Components : 978
Maximum Vertices in a Connected Component : 3115
Maximum Edges in a Connected Component : 7349
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.035033
Graph Density : 9.8722383038949E-05
Modularity : 0.605907
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,875 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, 23 May 2022 at 06:06 UTC.

The requested start date was Monday, 23 May 2022 at 00:01 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, 55-minute period from Friday, 20 May 2022 at 16:59 UTC to Sunday, 22 May 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:
[28] https://notalotofpeopleknowthat.wordpress.com/2022/05/18/bbc-blame-global-warming-for-indias-not-unusual-heatwave/
[24] https://dailysceptic.org/2022/05/19/new-evidence-from-weather-balloons-shows-global-warming-has-slowed-dramatically-over-last-20-years/
[13] https://hseneker.blogspot.com
[12] https://opensea.io/collection/untitled-c-195581804
[11] https://climate.nasa.gov/faq/14/is-the-sun-causing-global-warming/
[11] https://captajitvadakayil.in/2021/03/13/climate-change-global-warming-blogposts-consolidated-capt-ajit-vadakayil/
[10] https://www.youtube.com/watch?v=Ms427GD8zDQ&feature=youtu.be

[9] https://climate.nasa.gov/evidence/
[8] https://news.sky.com/story/climate-crisis-kyoto-cherry-blossom-season-shifted-by-global-warming-and-urban-development-12617255
[8] https://www.consciousplanet.org/

Top URLs in Tweet in G1:
[8] https://www.webmd.com/sleep-disorders/news/20220520/global-warming-could-mean-less-sleep-for-billions?src=RSS_PUBLIC&utm_source=dlvr.it&utm_medium=twitter
[4] https://www.webmd.com/sleep-disorders/news/20220520/global-warming-could-mean-less-sleep-for-billions?src=RSS_PUBLIC
[4] https://news.sky.com/story/climate-crisis-kyoto-cherry-blossom-season-shifted-by-global-warming-and-urban-development-12617255
[4] https://dailysceptic.org/2022/05/19/new-evidence-from-weather-balloons-shows-global-warming-has-slowed-dramatically-over-last-20-years/
[4] https://www.consciousplanet.org/
[4] https://twitter.com/JGWpip/status/1528028303814057984
[3] https://www.youtube.com/watch?v=Ms427GD8zDQ&feature=youtu.be

[3] https://www.sciencealert.com/global-seep-tracking-data-reveals-we-re-all-losing-sleep-thanks-to-global-warming
[3] https://www.americanthinker.com/blog/2022/05/must_fossil_fuel_extraction_be_stopped_to_limit_global_warming.html#.YogdbpWysIY.twitter
[3] https://kokushoku.com/telepathy-informant-science-problem-01-global-warming-cause/

Top URLs in Tweet in G3:
[10] https://climate.nasa.gov/faq/14/is-the-sun-causing-global-warming/
[4] https://eos.org/features/a-50-year-old-global-warming-forecast-that-still-holds-up
[4] https://www.science.org/content/article/even-50-year-old-climate-models-correctly-predicted-global-warming?cookieSet=1
[3] https://www.dailymail.co.uk/sciencetech/article-4192182/World-leaders-duped-manipulated-global-warming-data.html
[3] https://www.epw.senate.gov/public/index.cfm/press-releases-all?ID=5ef55aa3-802a-23ad-4ce4-89c4f49995d2
[3] https://www.epw.senate.gov/public/_cache/files/8/3/83947f5d-d84a-4a84-ad5d-6e2d71db52d9/01AFD79733D77F24A71FEF9DAFCCB056.senateminorityreport2.pdf
[2] https://www.youtube.com/watch?app=desktop&v=K_8xd0LCeRQ
[2] https://www.washingtontimes.com/news/2017/feb/5/climate-change-whistleblower-alleges-noaa-manipula/
[2] https://insideclimatenews.org/news/22092015/exxon-confirmed-global-warming-consensus-in-1982-with-in-house-climate-models/
[2] https://observer.com/2017/02/noaa-fake-global-warming-data-paris-agreement-climate-change/

Top URLs in Tweet in G4:
[2] https://www.sciencedirect.com/science/article/pii/S1462901122001204?via%3Dihub
[1] https://news.mongabay.com/2022/05/as-biomass-burning-surges-in-japan-and-south-korea-where-will-asia-get-its-wood/
[1] https://news.climate.columbia.edu/2019/06/24/hadley-cell-climate-modeling/
[1] https://www.sciencealert.com/global-seep-tracking-data-reveals-we-re-all-losing-sleep-thanks-to-global-warming
[1] https://app.wedonthavetime.org/posts/b6fd89e7-41be-4a80-a5a5-47966996722a?utm_source=twitter&utm_medium=social&utm_campaign=WWF-carbonbudget
[1] https://www.weforum.org/agenda/2022/05/us-wildfire-properties-climate-risks
[1] https://twitter.com/xr_cambridge/status/1455499725239640071?s=20&t=GUtsbTdv6f8k_0L28HYRIQ
[1] https://www.fool.com/the-ascent/cryptocurrency/articles/this-computing-expert-thinks-cryptocurrency-should-die-in-a-fire-is-he-right/
[1] https://www.theguardian.com/world/2022/may/20/russian-army-takes-control-of-mariupols-azovstal-steel-plant
[1] https://www.theguardian.com/world/2022/may/21/india-wheat-farmers-40c-heat-food-security?CMP=Share_AndroidApp_Other

Top URLs in Tweet in G5:
[3] https://regentower.com/
[2] https://www.carbonbrief.org/revealed-the-11-slides-that-finally-convinced-boris-johnson-about-global-warming/
[1] https://www.cnbc.com/2021/09/26/musk-praises-china-says-tesla-will-expand-investments-in-country.html
[1] https://twitter.com/elonmusk/status/1527631187635687425
[1] https://windgens.com/
[1] https://windgendesigns.com/
[1] https://link.medium.com/0Ux3P0A5eqb
[1] https://twitter.com/alanacameronwx/status/1528111410537975808
[1] https://twitter.com/vailmtn/status/1527743769394700289
[1] https://www.amazon.ca/Dwarves-Catalon-Thordinas-Globe-ebook/dp/B08VFCV4SF/ref=mp_s_a_1_1?crid=26L6S30J4ST5E&keywords=dwarves+of+catalon&qid=1653168847&sprefix=dwarves+of+catalon%2Caps%2C161&sr=8-1

Top URLs in Tweet in G6:
[6] https://climateguilt.wordpress.com/2022/05/19/new-evidence-shows-global-warming-has-slowed-dramatically-over-last-20-years/
[1] https://dailysceptic.org/2022/05/19/new-evidence-from-weather-balloons-shows-global-warming-has-slowed-dramatically-over-last-20-years/
[1] https://twitter.com/FoxNews/status/1528090358747435008
[1] https://www.irishexaminer.com/news/arid-40876331.html

Top URLs in Tweet in G7:
[5] https://www.upi.com/Health_News/2022/05/20/global-warming/6021653072317/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/1NewsNZ/status/1528133535139254272
[1] https://www.edf.org/blog/2022/05/16/reducing-methane-will-help-hit-brakes-runaway-global-warming?utm_campaign=twitter&utm_source=twitter&utm_medium=social&utm_content=never_forget_there_are_sh
[1] https://www.theguardian.com/environment/2022/may/17/shut-down-fossil-fuel-production-sites-early-to-avoid-climate-chaos-says-study
[1] https://www.rebelnews.com/why_wouldnt_there_be_a_second_pandemic
[1] https://www.nytimes.com/2022/05/17/opinion/india-heat-wave-pakistan-climate-change.html?smid=tw-share
[1] https://www.theguardian.com/environment/2022/may/20/global-heating-cutting-sleep-study-health-impacts
[1] https://www.ft.com/content/2d4d5c0c-3305-4f11-a40c-830effed662f

Top URLs in Tweet in G8:
[6] https://www.digitaljournal.com/world/record-breaking-cold-in-brazil-threatens-homeless-crops/article
[1] https://twitter.com/backtolife_2022/status/1528047484211187714
[1] https://mediachecker.wordpress.com/2013/08/17/the-green-agenda-club-of-rome-club-of-budapest-club-of-madrid/
[1] https://tallbloke.wordpress.com/2022/05/02/ned-nikolov-karl-zeller-exact-calculations-of-climate-sensitivities-reveal-the-true-cause-of-recent-warming/
[1] https://notalotofpeopleknowthat.wordpress.com/2022/05/18/bbc-blame-global-warming-for-indias-not-unusual-heatwave/

Top URLs in Tweet in G9:
[4] https://www.consciousplanet.org/join-the-movement/
[2] https://www.cnbc.com/2022/04/28/climate-change-will-drive-new-transmission-of-4000-viruses-by-2070.html?__source=sharebar|twitter&par=sharebar
[2] https://www.consciousplanet.org/
[1] https://www.usatoday.com/story/news/2022/05/21/warming-climate-disrupting-food-and-energy-security-officials-warn/9814253002/?gnt-cfr=1
[1] https://news.sky.com/story/climate-crisis-kyoto-cherry-blossom-season-shifted-by-global-warming-and-urban-development-12617255
[1] https://www.newindianexpress.com/nation/2022/apr/05/its-now-or-never-if-we-want-to-limit-global-warming-to-15-degrees-c-ipcc-report-2437947.html
[1] https://inshorts.com/en/news/pic-shows-collapse-of-ice-shelf-as-big-as-rome-in-antarctica-as-temperature-rises-1648216311978
[1] https://twitter.com/_NetZeroPlus/status/1527562669053693954
[1] https://www.ipcc.ch/report/ar6/wg3/
[1] https://twitter.com/Parag2386/status/1492915974114537472

Top URLs in Tweet in G10:
[26] https://notalotofpeopleknowthat.wordpress.com/2022/05/18/bbc-blame-global-warming-for-indias-not-unusual-heatwave/
[2] https://wattsupwiththat.com/2022/05/20/discovery-of-ghost-fossils-reveals-plankton-resilience-to-past-global-warming-events/
[1] https://winnipeg.ctvnews.ca/flooding-caused-more-than-1-million-in-damage-to-manitoba-community-1.5913834
[1] https://www.cbc.ca/news/canada/manitoba/flooding-manitoba-barricades-driver-rescued-1.6461388
[1] https://climatecommunication.yale.edu/visualizations-data/ycom-us/
[1] https://twitter.com/EvaC11/status/1515686542823546885
[1] https://www.climatedepot.com/2022/05/10/gallup-survey-once-again-finds-global-warming-dead-last-among-u-s-environmental-issues-6th-out-of-6-environmental-concerns/
[1] https://www.sciencealert.com/global-seep-tracking-data-reveals-we-re-all-losing-sleep-thanks-to-global-warming
[1] https://twitter.com/Anubis2814/status/1528083835853979652
[1] https://theconversation.com/4-c-of-global-warming-is-optimal-even-nobel-prize-winners-are-getting-things-catastrophically-wrong-125802

Top Domains
Top Domains in Tweet in Entire Graph:
[306] twitter.com
[64] youtube.com
[44] wordpress.com
[34] blogspot.com
[27] nasa.gov
[25] dailysceptic.org
[24] theguardian.com
[21] co.uk
[20] opensea.io
[18] science.org

Top Domains in Tweet in G1:
[184] twitter.com
[19] youtube.com
[17] blogspot.com
[12] webmd.com
[7] theguardian.com
[5] sky.com
[5] upi.com
[5] americanthinker.com
[5] donlichterman.com
[4] dailysceptic.org

Top Domains in Tweet in G3:
[16] nasa.gov
[6] senate.gov
[6] twitter.com
[5] co.uk
[4] youtube.com
[4] eos.org
[4] science.org
[2] washingtontimes.com
[2] nature.com
[2] insideclimatenews.org

Top Domains in Tweet in G4:
[2] sciencedirect.com
[2] theguardian.com
[1] mongabay.com
[1] columbia.edu
[1] sciencealert.com
[1] wedonthavetime.org
[1] weforum.org
[1] twitter.com
[1] fool.com

Top Domains in Tweet in G5:
[4] twitter.com
[3] regentower.com
[2] carbonbrief.org
[1] cnbc.com
[1] windgens.com
[1] windgendesigns.com
[1] medium.com
[1] amazon.ca
[1] insideclimatenews.org
[1] principia-scientific.com

Top Domains in Tweet in G6:
[6] wordpress.com
[1] dailysceptic.org
[1] twitter.com
[1] irishexaminer.com

Top Domains in Tweet in G7:
[5] upi.com
[2] theguardian.com
[1] twitter.com
[1] edf.org
[1] rebelnews.com
[1] nytimes.com
[1] ft.com

Top Domains in Tweet in G8:
[6] digitaljournal.com
[3] wordpress.com
[1] twitter.com

Top Domains in Tweet in G9:
[6] consciousplanet.org
[3] twitter.com
[2] cnbc.com
[1] usatoday.com
[1] sky.com
[1] newindianexpress.com
[1] inshorts.com
[1] ipcc.ch
[1] thedailystar.net
[1] 1.supply

Top Domains in Tweet in G10:
[26] wordpress.com
[4] twitter.com
[2] realclimatescience.com
[2] wattsupwiththat.com
[1] ctvnews.ca
[1] cbc.ca
[1] yale.edu
[1] climatedepot.com
[1] sciencealert.com
[1] theconversation.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[65] globalwarming
[65] planttreessavepakistan
[50] savesoil
[45] climatechange
[34] climatecrisis
[29] climate
[25] save_raika_forest
[21] extinction
[18] netzero
[16] sustainabilitea



Top Hashtags in Tweet in G1:
[21] globalwarming
[11] climatechange
[11] earth
[9] savesoil
[8] warming
[8] global
[8] change
[7] climatecrisis
[7] climate
[6] environment

Top Hashtags in Tweet in G3:
[1] pseudoskeptics
[1] nasaearthling
[1] climatebrawl
[1] climatecrisis
[1] climateemergency
[1] globalwarming
[1] seeingisbelieving

Top Hashtags in Tweet in G4:
[8] climate
[6] thinkgreenactgreen
[2] methane
[1] amazonia
[1] tree
[1] african
[1] fridaysforfuture
[1] foodcrisis
[1] wheatcrisis

Top Hashtags in Tweet in G5:
[3] oxfartstew
[2] savetheokavangodelta
[1] sundaymorning
[1] ukraine
[1] hillaryforprison
[1] globalwarming
[1] climatecrisis
[1] onstorm
[1] climate
[1] fireworks

Top Hashtags in Tweet in G6:
[15] netzero
[1] climateaction
[1] chemtrails

Top Hashtags in Tweet in G7:
[1] demvoice1
[1] fresh
[1] climatecrisis
[1] climateactionnow
[1] onev1
[1] ovhealthcare
[1] ovearth

Top Hashtags in Tweet in G8:
[1] nhsstory
[1] nhswaste
[1] netzero

Top Hashtags in Tweet in G9:
[27] savesoil
[20] globalwarming
[9] climatedisruption
[4] savesoilatcop15
[3] climatecrisis
[2] climateemergency
[2] oil
[2] gas
[2] coal
[1] climatecatastrophe

Top Words
Top Words in Tweet in Entire Graph:
[5982] global
[5691] warming
[1132] climate
[953] people
[681] more
[633] change
[632] earth
[523] world
[479] south
[478] looks

Top Words in Tweet in G1:
[1110] global
[1097] warming
[123] climate
[106] people
[94] change
[89] more
[65] world
[63] much
[54] planet
[47] know

Top Words in Tweet in G2:
[452] open
[452] pit
[452] mine
[452] looks
[452] giant
[452] gaping
[452] hole
[452] earth
[452] people
[452] south

Top Words in Tweet in G3:
[130] global
[128] warming
[47] climate
[26] jimbowersclimb
[24] change
[23] years
[21] veritatem2021
[20] mikedel21893959
[18] data
[17] ceist8

Top Words in Tweet in G4:
[306] ecowarriorss
[268] more
[264] temperatures
[263] still
[263] parts
[263] spain
[263] experiencing
[263] hottest
[263] 40c
[263] places

Top Words in Tweet in G5:
[236] global
[176] warming
[143] elonmusk
[70] don
[68] party
[64] environment
[61] care
[60] proves
[59] emotion
[59] democrat

Top Words in Tweet in G6:
[187] warming
[186] global
[146] peterdclack
[118] government
[104] australia
[103] elected
[103] left
[103] wing
[103] obsessed
[103] net

Top Words in Tweet in G7:
[137] warming
[136] global
[122] climate
[108] michaelemann
[107] tonyhussein4
[103] bad
[103] willing
[103] world
[103] renowned
[103] scientist

Top Words in Tweet in G8:
[117] complete
[117] nhs
[116] tonyhinton2016
[116] guy
[116] nick
[116] watts
[116] talking
[116] nonsense
[116] worked
[116] over

Top Words in Tweet in G9:
[82] global
[71] warming
[35] soil
[27] profstrachan
[27] drive
[27] study
[27] #savesoil
[26] connect
[26] dots
[26] found

Top Words in Tweet in G10:
[79] global
[71] climate
[59] warming
[41] junkscience
[39] tan123
[27] mean
[27] crisis
[26] stop
[26] spring
[26] temperatures

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5522] global,warming
[562] climate,change
[453] earth,people
[452] open,pit
[452] pit,mine
[452] mine,looks
[452] looks,giant
[452] giant,gaping
[452] gaping,hole
[452] hole,earth

Top Word Pairs in Tweet in G1:
[1076] global,warming
[83] climate,change
[34] people,much
[32] venus,planet
[32] destroyed,global
[29] planet,love
[28] love,destroyed
[25] warming,climate
[24] know,global
[23] due,global

Top Word Pairs in Tweet in G2:
[452] open,pit
[452] pit,mine
[452] mine,looks
[452] looks,giant
[452] giant,gaping
[452] gaping,hole
[452] hole,earth
[452] earth,people
[452] people,south
[452] south,cotabato

Top Word Pairs in Tweet in G3:
[103] global,warming
[23] climate,change
[8] man,made
[8] made,global
[8] rushhourp,martinjbern
[7] mkahn84,michael_d_crow
[7] michael_d_crow,fchecker76
[7] fchecker76,rustyaway
[7] rustyaway,d_e_mol
[7] d_e_mol,6lennybravo

Top Word Pairs in Tweet in G4:
[263] still,parts
[263] parts,spain
[263] spain,experiencing
[263] experiencing,hottest
[263] hottest,temperatures
[263] temperatures,more
[263] more,40c
[263] 40c,places
[262] ecowarriorss,still
[71] global,warming

Top Word Pairs in Tweet in G5:
[172] global,warming
[60] don,care
[60] care,environment
[60] environment,global
[59] emotion,democrat
[59] democrat,party
[59] party,expresses
[59] expresses,elonmusk
[59] elonmusk,proves
[59] proves,don

Top Word Pairs in Tweet in G6:
[185] global,warming
[103] australia,elected
[103] elected,left
[103] left,wing
[103] wing,government
[103] government,obsessed
[103] obsessed,global
[103] warming,net
[103] net,zero
[103] zero,socialist

Top Word Pairs in Tweet in G7:
[134] global,warming
[103] bad,willing
[103] willing,michaelemann
[103] michaelemann,world
[103] world,renowned
[103] renowned,climate
[103] climate,scientist
[103] scientist,global
[103] warming,throwing
[102] tonyhussein4,bad

Top Word Pairs in Tweet in G8:
[116] guy,nick
[116] nick,watts
[116] watts,talking
[116] talking,complete
[116] complete,nonsense
[116] nonsense,worked
[116] worked,nhs
[116] nhs,over
[116] over,30
[116] 30,years

Top Word Pairs in Tweet in G9:
[70] global,warming
[26] connect,dots
[26] dots,study
[26] study,found
[26] found,global
[26] warming,drive
[26] drive,000
[26] 000,viruses
[26] viruses,spread
[26] spread,between

Top Word Pairs in Tweet in G10:
[56] global,warming
[27] climate,crisis
[26] mean,spring
[26] spring,temperatures
[26] temperatures,delhi
[26] delhi,spot
[26] spot,climate
[25] tan123,mean
[24] wanna,mental
[24] mental,patient

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@foxnews
@ronfilipkowski
@jgwpip
@jimbowersclimb
@tyotoriffle
@joshshapiropa
@shannaluscious
@bbcnews
@thomaskaine5

Top Replied-To in G1:

Top Replied-To in G3:
@jimbowersclimb
@tyotoriffle
@mikedel21893959
@davelovesgolf
@impintraining
@ianrowley677
@jimdtweet
@jamespr89458810
@desi_3650
@aly_j15

Top Replied-To in G4:
@irishrainforest
@ralphscenic
@pmagn
@ecowarriorss
@tednordhaus

Top Replied-To in G5:
@elonmusk
@foxnews
@john07014099
@ap
@vp
@catturd2
@jonfavs
@seanhannity
@diamondandsilk
@potus

Top Replied-To in G6:
@peterdclack
@colada42925020
@zels77
@sulaco1988

Top Replied-To in G7:
@tonyhussein4
@michaelemann
@tazerface16
@mikevukmir
@realtuckfrumper
@disclosetv
@grcaffiliate

Top Replied-To in G8:
@entheostuition
@tonyhinton2016
@camburnclimate

Top Replied-To in G9:
@sadhgurujv
@georgemonbiot
@cpsavesoil
@alanknit
@supriya36304970
@adityakanwar9
@ishatamil
@narendramodi
@iyaiseda
@climatechorus

Top Replied-To in G10:
@washingtonpost
@ron_pigott
@daddywompus420
@rob_kimbell
@chrismartzwx
@tomatoesgrilled
@angstromu
@junkscience
@wattsupwiththat
@chartsclimate

Top Mentioned
Top Mentioned in Entire Graph:
@teddybaguilatjr
@ecowarriorss
@peterdclack
@tonyhinton2016
@elonmusk
@michaelemann
@zei_squirrel
@tonyhussein4
@petersweden7
@duty2warn

Top Mentioned in G1:
@geoffypjohnston
@sperlock222
@jasonst55268663
@dennismjohn
@satyahindi
@dkp_copywriting
@vincentjurist
@sarahdonighi
@blockchainsanta
@earlinggrant

Top Mentioned in G2:
@teddybaguilatjr

Top Mentioned in G3:
@veritatem2021
@jimbowersclimb
@ceist8
@chrisbbacon3
@thedisproof
@cjtjgeol
@narvuntien
@medbennett
@barbarajdurkin
@michael_d_crow

Top Mentioned in G4:
@ecowarriorss
@pcarterclimate
@doctorvive
@wedonthavetime
@wwfsverige
@greenafricaorg
@one_girls2
@anthropoceneal
@dr4ournhs
@mongabay

Top Mentioned in G5:
@elonmusk
@profmjcleveland
@potus
@foxnews
@tesla
@jonfavs
@wholemarsblog
@justintrudeau
@algore
@nasa

Top Mentioned in G6:
@peterdclack
@latimeralder
@robertocatesby
@greg_lw
@trulyoftheyard
@k4climate
@gr56ovr
@colada42925020
@worstall
@renuccimark

Top Mentioned in G7:
@michaelemann
@tonyhussein4
@fcretired
@envdefensefund
@msjoycemw2022mw
@fiona_webster22
@ecowarriorss
@realtuckfrumper
@aleshadalin
@the_eco_thought

Top Mentioned in G8:
@tonyhinton2016
@climatethere
@weschenbach
@sue_donnem
@js100js100
@ds13_manon
@peterdclack
@julija9j
@entheostuition
@latimeralder

Top Mentioned in G9:
@profstrachan
@parholmgren
@cpsavesoil
@sadhgurujv
@myogiadityanath
@wef
@monica_thapar
@unccd
@richardabetts
@carbonbubble

Top Mentioned in G10:
@junkscience
@tan123
@jamesocromwell
@climaterealists
@peterdclack
@bigjoebastardi
@atomalty
@washingtonpost
@dawntj90
@don_penim

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@tommybrain
@zyitegadgets
@iacobellist
@falconhamada_90
@mobiquotes
@mako671178
@moonbootica
@mackaysuzie
@sddphoto

Top Tweeters in G1:
@infoitinterno
@zyitegadgets
@mobiquotes
@moonbootica
@jchapman1729
@twelvebot
@trumpquotesbot
@pauljimerson
@shehzadyounis
@donelichterman

Top Tweeters in G2:
@hampoyjampoy
@blastcrystal
@longliveswift16
@joohyunsmoon
@mm_242s
@engrpoks
@tr1pnaut1k
@autumneine
@vmariners
@ikon_dg

Top Tweeters in G3:
@halleverkehrt
@scmpnews
@vebo1991
@kywnewsradio
@markcojuangco
@mtaft48
@davidahoward
@dickmackintosh
@friendsoscience
@johnnicklay2

Top Tweeters in G4:
@wildwalkerwoman
@npsusa
@michelejeanson1
@wolfie_rankin
@gezgintrk
@thecranecraney
@aitch_el
@pmacgiollabhain
@knitagran
@3pennymovies

Top Tweeters in G5:
@hereiam65094900
@foxnews
@valaafshar
@sunnyek
@patriotpromise2
@famdoc7
@ap
@bbbudget
@tomkattman
@loopyloo305

Top Tweeters in G6:
@simon32445788
@anniecshandbag
@johnbro13002328
@christinadonn11
@rubiespal
@eachus
@annasilvani
@susaneacock
@103blinddog
@latimeralder

Top Tweeters in G7:
@givemepie360
@jjj5819
@awkward_1110
@_pehicc
@betseybess
@pinchandscrimp
@noybsk2017
@uscgamecockboy
@smp0312
@ateacher97

Top Tweeters in G8:
@starsparkle_uk
@abbavitch
@richlin11a
@sheelaghg
@mjohn59655
@awakenowready
@atcoco2017
@ds13_manon
@marymauldin
@black_author

Top Tweeters in G9:
@ht4ecosocialism
@usatoday
@saleemulhuq
@bagaluesunab
@tiredinor4now
@srzjwalters
@drukerstin
@wef
@silvipastured
@flipzon

Top Tweeters in G10:
@starcoreone02
@dclarediane
@business
@bearingtruth
@darwiniano
@mlas
@washingtonpost
@nc_24
@russjensen5
@rob_kimbell