global warming, Twitter, 5/9/2022 6:35:59 AM, 275895
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global warming_2022-05-08_23-00-00.xlsx
global warming_2022-05-08_23-00-00.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
May 09, 2022
Short Description:
global warming via NodeXL https://bit.ly/38fBHLx
@peterdclack
@atomskssanakan
@climateben
@dobbersw
@rozjonez
@mnyomb1
@opendemocracy
@geraldkutney
@the_gwalla
@juddlegum

Top hashtags:
#nftgiveaway
#climate
#globalwarming
#climatechange
#climatecrisis

Description:
Description
The graph represents a network of 9,385 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, 09 May 2022 at 06:08 UTC.

The requested start date was Monday, 09 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, 50-minute period from Friday, 06 May 2022 at 17:04 UTC to Sunday, 08 May 2022 at 22:54 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 : 9385
Unique Edges : 5391
Edges With Duplicates : 10172
Total Edges : 15563
Number of Edge Types : 5
Tweet : 1532
Replies to : 1554
Retweet : 4607
MentionsInRetweet : 5806
Mentions : 2064
Self-Loops : 1580
Reciprocated Vertex Pair Ratio : 0.00865849544585629
Reciprocated Edge Ratio : 0.0171683389074693
Connected Components : 2141
Single-Vertex Connected Components : 842
Maximum Vertices in a Connected Component : 3723
Maximum Edges in a Connected Component : 8264
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.93717
Graph Density : 0.000101852142028895
Modularity : 0.59464
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,385 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, 09 May 2022 at 06:08 UTC.

The requested start date was Monday, 09 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, 50-minute period from Friday, 06 May 2022 at 17:04 UTC to Sunday, 08 May 2022 at 22:54 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:
[206] https://www.ibtimes.com/nasas-shocking-discovery-global-warming-isnt-melting-polar-ice-caps-analyst-claims-2801469
[87] https://www.opendemocracy.net/en/global-warming-policy-foundation-net-zero-watch-koch-brothers
[48] https://www.science.org/content/article/use-too-hot-climate-models-exaggerates-impacts-global-warming?cookieSet=1
[22] https://www.opendemocracy.net/en/global-warming-policy-foundation-net-zero-watch-koch-brothers/
[20] https://www.smh.com.au/environment/climate-change/say-goodbye-to-chardonnay-global-warming-changing-the-wines-australia-can-make-20220429-p5ah8h.html
[19] https://phys.org/news/2022-05-world-ocean-memory-global.html
[18] https://www.independent.co.uk/climate-change/news/global-warming-policy-foundation-funding-steve-baker-b2072256.html
[17] https://www.opendemocracy.net/en/global-warming-policy-foundation-net-zero-watch-koch-brothers/?utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter?utm_source=tw
[14] https://www.robeco.com/en/insights/2022/03/engagement-and-biodiversity-lead-2022-global-climate-survey.html?cmp=so_3_3977
[13] https://www.opendemocracy.net/en/global-warming-policy-foundation-net-zero-watch-koch-brothers/?utm_source=tw

Top URLs in Tweet in G1:
[10] https://www.science.org/content/article/use-too-hot-climate-models-exaggerates-impacts-global-warming?cookieSet=1
[8] https://www.latimes.com/environment/story/2022-05-06/climate-change-makes-it-harder-to-get-water-needed-to-end-california-megadrought
[6] https://www.opendemocracy.net/en/global-warming-policy-foundation-net-zero-watch-koch-brothers/?utm_source=tw
[6] https://twitter.com/whatgives1313/status/1522830760981725184
[6] https://www.sciencedaily.com/releases/2022/05/220506151441.htm
[6] https://amzn.to/38kbGdN
[5] https://twitter.com/andrewgentry_/status/1522723199993233408
[5] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[5] https://amzn.to/3MtDPhm
[4] https://www.opendemocracy.net/en/global-warming-policy-foundation-net-zero-watch-koch-brothers/

Top URLs in Tweet in G2:
[1] https://twitter.com/AGEricSchmitt/status/1522678851717025792
[1] https://twitter.com/JuddLegum/status/1522961380693114880

Top URLs in Tweet in G3:
[8] https://www.opendemocracy.net/en/global-warming-policy-foundation-net-zero-watch-koch-brothers/?utm_source=SEGMENT%20-%20Newsletter%3A%20oD%20weekly&utm_medium=email&utm_campaign=UK%20net-zero%20backlash%20is%20funded%20by%20US%20oil%20money&_kx=GCqxYJRVZv1ovPhlV3Ljc9A68a4fXJoeVnGy8MTmH3JUks80d5eeQosUxA8e_RtM.YjCYwm?utm_source=tw
[3] https://www.sciencedaily.com/releases/2018/03/180307095210.htm
[1] https://twitter.com/MartinStendel/status/1522204574722920448
[1] https://twitter.com/ClimateBen/status/1510908977630138370?t=hAn8Hh9bSFnj-ctJqC1CLA&s=19
[1] https://academic.oup.com/bioscience/article/67/12/1026/4605229
[1] https://www.pnas.org/content/114/30/E6089
[1] https://www.nationalgeographic.com/environment/article/deforestation
[1] https://www.forbes.com/sites/michaelpellmanrowland/2017/07/24/seafood-sustainability-facts/
[1] https://www.geochemicalperspectivesletters.org/article1829
[1] https://www.cell.com/current-biology/fulltext/S0960-9822(18)30772-3

Top URLs in Tweet in G4:
[17] https://www.science.org/content/article/use-too-hot-climate-models-exaggerates-impacts-global-warming?cookieSet=1
[9] https://climatechangedispatch.com/too-hot-climate-models-exaggerates-global-warming-impacts/
[4] https://wattsupwiththat.com/2022/05/08/claim-worlds-ocean-is-losing-its-memory-under-global-warming/
[4] https://climate.nasa.gov/faq/14/is-the-sun-causing-global-warming/
[3] https://www.science.org/content/article/even-50-year-old-climate-models-correctly-predicted-global-warming?cookieSet=1
[3] https://insideclimatenews.org/news/09022022/methane-global-warming-study/?fbclid=IwAR1Ebj57VUpAvhhjXU6idgEE4e3od1lwJqs5T-_oLhLr_5baVJ7fk1hlkzY
[2] https://wattsupwiththat.com/2022/05/04/the-new-pause-grows-by-another-month-to-7-years-7-months/
[2] https://www.ucsusa.org/resources/are-humans-major-cause-global-warming
[2] https://skepticalscience.com/empirical-evidence-for-global-warming.htm
[1] https://twitter.com/DarrenJBeattie/status/1523022673776984066

Top URLs in Tweet in G5:
[66] https://www.ibtimes.com/nasas-shocking-discovery-global-warming-isnt-melting-polar-ice-caps-analyst-claims-2801469
[6] https://www.science.org/content/article/use-too-hot-climate-models-exaggerates-impacts-global-warming?cookieSet=1
[3] https://tallbloke.wordpress.com/2022/05/05/use-of-too-hot-climate-models-exaggerates-impacts-of-global-warming/
[1] https://redirect.viglink.com?u=https%3A%2F%2Fwww.nytimes.com%2F2022%2F04%2F28%2Fclimate%2Fglobal-warming-ocean-extinctions.html&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[1] https://twitter.com/miket136/status/1523408542371262464
[1] https://www.youtube.com/watch?v=gzeJ94LCqYU&feature=youtu.be

[1] https://twitter.com/electroversenet/status/1522509200059998209
[1] https://climatism.wordpress.com/2019/11/18/sno
[1] https://twitter.com/wattsupwiththat/status/1522139071493165059
[1] https://www.dailymail.co.uk/sciencetech/article-10627345/Brown-carbon-wildfires-warming-Arctic-TWICE-carbon-fossil-fuels.html

Top URLs in Tweet in G6:
[1] https://twitter.com/Burnistoun_Pete/status/1523270986933899264
[1] https://twitter.com/TmorrowsPapers/status/1523410995623825409
[1] https://twitter.com/chilledasad100/status/1523223572696936455

Top URLs in Tweet in G7:
[124] https://www.ibtimes.com/nasas-shocking-discovery-global-warming-isnt-melting-polar-ice-caps-analyst-claims-2801469
[3] https://www.washingtonpost.com/graphics/2021/climate-environment/biden-climate-environment-actions/
[1] https://www.youtube.com/watch?v=BIXncWdwS-s&ab_channel=InstituteofPublicAffairs

[1] https://www.science.org/content/article/use-too-hot-climate-models-exaggerates-impacts-global-warming?mc_cid=54a9bb5c5f&mc_eid=3275e92963&cookieSet=1
[1] https://www.telegraph.co.uk/business/2022/05/05/climate-change-crisis-will-dwarf-cost-living-pain-says-mark/
[1] http://www.academia.edu/
[1] https://www.academia.edu/30336577/More_Than_1000_International_Scientists_Dissent_Over_Man_Made_Global_Warming_Claims_Scientists_Continue_to_Debunk_Fading_Consensus_in?email_work_card=view-paper
[1] https://www.gfdl.noaa.gov/global-warming-and-hurricanes/
[1] https://www.science.org/content/article/use-too-hot-climate-models-exaggerates-impacts-global-warming?cookieSet=1
[1] https://twitter.com/Ringo_Lennon123/status/1519656942532239362

Top URLs in Tweet in G8:
[3] https://www.amazon.com/How-Hot-Going-Michael-Allen/dp/B0876M3GNM/ref=sr_1_7?crid=26H64ZH22IE3N&keywords=global+warming+documentary&qid=1650629417&s=instant-video&sprefix=global+war%252Cinstant-video%252C93&sr=1-7&_encoding=UTF8&tag=verbaladdicti-20&linkCode=ur2&linkId=3963463327b75e71cb790d3d579b9dd3&camp=1789&creative=9325
[3] https://randomdumber.blogspot.com/2021/11/climate-crisis-competing-environment.html?spref=tw
[2] https://www.amazon.com/Climate-Change-The-Facts/dp/B095NGP1FQ/ref=sr_1_5?crid=26H64ZH22IE3N&keywords=global+warming+documentary&qid=1650629417&s=instant-video&sprefix=global+war%252Cinstant-video%252C93&sr=1-5&_encoding=UTF8&tag=verbaladdicti-20&linkCode=ur2&linkId=86f1dba2a28744fb766e2016d5a4538e&camp=1789&creative=9325
[2] https://www.amazon.com/Earth-1000-Years-Thomas-Lucas/dp/B01LRN87TY/ref=sr_1_15?crid=26H64ZH22IE3N&keywords=global+warming+documentary&qid=1650629417&s=instant-video&sprefix=global+war%252Cinstant-video%252C93&sr=1-15&_encoding=UTF8&tag=verbaladdicti-20&linkCode=ur2&linkId=12622577c31e97ea61d6e998c1ee475c&camp=1789&creative=9325
[2] https://ecologicalsurvival.org/youth-ecological-revolution/
[2] http://brisam9.blogspot.com/2014/01/micro-mirrors-shield-protecting-earth.html
[1] https://www.amazon.com/Before-Flood-Leonardo-DiCaprio/dp/B01M31RS3L/ref=sr_1_6?crid=26H64ZH22IE3N&keywords=global+warming+documentary&qid=1650629417&s=instant-video&sprefix=global+war%252Cinstant-video%252C93&sr=1-6&_encoding=UTF8&tag=verbaladdicti-20&linkCode=ur2&linkId=a556dd6f4c90dc9ecaf5eaacf46672c1&camp=1789&creative=9325
[1] https://randomdumber.blogspot.com/2021/11/uk-village-gets-death-sentence-as.html?spref=tw
[1] https://randomdumber.blogspot.com/2022/04/climate-crisis-new-south-wales-is.html?spref=tw
[1] https://www.downtoearth.org.in/news/environment/global-warming-400-million-tonnes-co2-pumped-to-atmosphere-a-year-from-this-source-the-world-is-blind-to-82726

Top URLs in Tweet in G10:
[1] https://www.nasa.gov/
[1] https://climate.nasa.gov/climate_resources/301/video-global-warming-broken-down-by-latitude-zone-1880-2021/?utm_source=puntofisso&utm_medium=email
[1] https://twitter.com/NASA/status/1522690881744220160/video/1

Top Domains
Top Domains in Tweet in Entire Graph:
[241] twitter.com
[234] opendemocracy.net
[206] ibtimes.com
[53] science.org
[37] youtube.com
[34] com.au
[28] co.uk
[24] blogspot.com
[24] theguardian.com
[23] phys.org

Top Domains in Tweet in G1:
[144] twitter.com
[37] opendemocracy.net
[15] blogspot.com
[13] nytimes.com
[11] youtube.com
[11] amzn.to
[10] science.org
[10] sciencedaily.com
[9] latimes.com
[6] phys.org

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[8] opendemocracy.net
[3] twitter.com
[3] sciencedaily.com
[1] oup.com
[1] pnas.org
[1] nationalgeographic.com
[1] forbes.com
[1] geochemicalperspectivesletters.org
[1] cell.com
[1] psmag.com

Top Domains in Tweet in G4:
[20] science.org
[9] climatechangedispatch.com
[6] twitter.com
[6] wattsupwiththat.com
[6] nasa.gov
[4] insideclimatenews.org
[2] nature.com
[2] ucsusa.org
[2] skepticalscience.com
[1] com.au

Top Domains in Tweet in G5:
[66] ibtimes.com
[6] wordpress.com
[6] science.org
[3] twitter.com
[1] viglink.com
[1] youtube.com
[1] co.uk
[1] sciencealert.com
[1] tinyurl.com

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[124] ibtimes.com
[3] washingtonpost.com
[2] science.org
[2] academia.edu
[1] youtube.com
[1] co.uk
[1] noaa.gov
[1] twitter.com

Top Domains in Tweet in G8:
[8] amazon.com
[7] blogspot.com
[2] ecologicalsurvival.org
[1] org.in
[1] earthjustice.org
[1] weforum.org

Top Domains in Tweet in G10:
[2] nasa.gov
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] nftgiveaway
[57] climate
[57] globalwarming
[38] climatechange
[25] climatecrisis
[24] sindhneedswater
[15] climateactionnow
[13] klimaatdromen
[13] savesoil
[11] ad



Top Hashtags in Tweet in G1:
[18] globalwarming
[15] climatechange
[11] ad
[7] climate
[6] climateactionnow
[6] global
[6] money
[6] climatecrisis
[5] nfts
[5] change

Top Hashtags in Tweet in G2:
[1] truthbrigade

Top Hashtags in Tweet in G4:
[2] climatecrisis
[1] climate
[1] climatebrawl
[1] climateemergency
[1] pollution
[1] airpollution
[1] twiff
[1] standwithukraine️
[1] stopfossilfuel

Top Hashtags in Tweet in G5:
[4] ca
[2] actonclimate
[1] oceanclimateaction
[1] climateemergency
[1] cadeservesbetter
[1] dahle4governor
[1] climate
[1] covid1984
[1] newworldorder
[1] devolution

Top Hashtags in Tweet in G6:
[1] doctorwho

Top Hashtags in Tweet in G7:
[13] klimaatdromen
[1] earthday
[1] brasilforbrazilians
[1] foradicaprio

Top Hashtags in Tweet in G8:
[14] globalwarming
[8] climatechange
[6] climateaction
[6] campaign
[6] peterkalmus
[6] gretathunberg
[5] roadshow
[4] electricvehicles
[4] scientistrebellion
[4] climateactionnow

Top Hashtags in Tweet in G10:
[4] blackholeweek
[1] dataviz
[1] globalwarming
[1] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[5650] warming
[5510] global
[1141] years
[1066] climate
[939] moms4liberty
[608] change
[557] one
[545] high
[543] started
[491] two

Top Words in Tweet in G1:
[998] global
[981] warming
[134] climate
[100] people
[88] change
[71] world
[70] more
[64] planet
[63] much
[48] oil

Top Words in Tweet in G2:
[933] moms4liberty
[471] juddlegum
[470] crt
[462] math
[462] textbooks
[461] chris
[461] allen
[461] member
[461] complained
[461] two

Top Words in Tweet in G3:
[443] warming
[442] global
[351] climateben
[335] 20
[333] rate
[333] years
[332] doubled
[332] potentially
[332] tripled
[332] past

Top Words in Tweet in G4:
[173] warming
[166] global
[85] earth
[76] 1979
[60] dawntj90
[53] climate
[45] nasa
[43] warm
[42] today
[41] cool

Top Words in Tweet in G5:
[611] warming
[583] years
[327] global
[304] peterdclack
[285] last
[281] 40
[280] scam
[280] instead
[279] threadbare
[279] lasting

Top Words in Tweet in G6:
[309] 'woke
[309] agenda'
[309] started
[309] 1963
[309] bbc
[309] appointed
[309] female
[309] producer
[309] gay
[309] asian

Top Words in Tweet in G7:
[207] warming
[201] global
[128] claims
[125] backtolife_2022
[125] ice
[124] nasa's
[124] shocking
[124] discovery
[124] melting
[124] polar

Top Words in Tweet in G8:
[112] emissions
[105] greenhouse
[103] gas
[101] despite
[101] contributing
[101] african
[101] youth
[101] frontline
[101] taking
[101] drastic

Top Words in Tweet in G9:
[183] airbnb
[183] experience
[183] ghana
[183] dead
[183] everyone
[183] started
[183] pricing
[183] trying
[183] become
[183] millionaire

Top Words in Tweet in G10:
[174] crew
[174] completes
[174] nearly
[174] six
[174] month
[174] stay
[174] space_station
[174] detailed
[174] visualizations
[174] black

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5218] global,warming
[531] climate,change
[474] juddlegum,moms4liberty
[470] high,school
[464] moms4liberty,chris
[464] chris,allen
[464] allen,moms4liberty
[464] moms4liberty,member
[464] member,complained
[464] complained,crt

Top Word Pairs in Tweet in G1:
[967] global,warming
[76] climate,change
[44] destroyed,global
[41] people,much
[40] venus,planet
[40] planet,love
[40] love,destroyed
[34] net,zero
[28] influential,uk
[28] warming,people

Top Word Pairs in Tweet in G2:
[471] juddlegum,moms4liberty
[461] moms4liberty,chris
[461] chris,allen
[461] allen,moms4liberty
[461] moms4liberty,member
[461] member,complained
[461] complained,crt
[461] crt,two
[461] two,high
[461] high,school

Top Word Pairs in Tweet in G3:
[440] global,warming
[332] rate,global
[332] warming,doubled
[332] doubled,potentially
[332] potentially,tripled
[332] tripled,past
[332] past,20
[332] 20,years
[332] years,significantly
[332] significantly,worse

Top Word Pairs in Tweet in G4:
[158] global,warming
[39] earth,cooled
[39] earth,warm
[39] warm,cool
[38] lemme,straight
[38] straight,noaa
[38] noaa,1921
[38] 1921,1979
[38] 1979,earth
[38] cooled,nasa

Top Word Pairs in Tweet in G5:
[321] global,warming
[280] warming,scam
[279] threadbare,global
[279] scam,lasting
[279] lasting,40
[279] 40,years
[279] years,last
[279] last,legs
[279] legs,warming
[279] warming,many

Top Word Pairs in Tweet in G6:
[309] 'woke,agenda'
[309] agenda',started
[309] started,1963
[309] 1963,bbc
[309] bbc,appointed
[309] appointed,female
[309] female,producer
[309] producer,gay
[309] gay,asian
[309] asian,director

Top Word Pairs in Tweet in G7:
[200] global,warming
[124] nasa's,shocking
[124] shocking,discovery
[124] discovery,global
[124] warming,melting
[124] melting,polar
[124] polar,ice
[124] ice,caps
[124] caps,analyst
[124] analyst,claims

Top Word Pairs in Tweet in G8:
[103] greenhouse,gas
[103] gas,emissions
[101] despite,contributing
[101] contributing,greenhouse
[101] emissions,african
[101] african,youth
[101] youth,frontline
[101] frontline,taking
[101] taking,drastic
[101] drastic,actions

Top Word Pairs in Tweet in G9:
[183] airbnb,experience
[183] experience,ghana
[183] ghana,dead
[183] dead,everyone
[183] everyone,started
[183] started,pricing
[183] pricing,trying
[183] trying,become
[183] become,millionaire
[183] millionaire,one

Top Word Pairs in Tweet in G10:
[174] crew,completes
[174] completes,nearly
[174] nearly,six
[174] six,month
[174] month,stay
[174] detailed,visualizations
[174] visualizations,black
[174] black,hole
[174] hole,grouping
[174] grouping,make

Top Replied-To
Top Replied-To in Entire Graph:
@whatgives1313
@suzy_notsuzy
@elonmusk
@douthatnyt
@veritatem2021
@uberfacts
@juddlegum
@amandalarreni
@ddofinternet
@darrenjbeattie

Top Replied-To in G2:
@juddlegum
@moms4liberty
@agericschmitt
@bfry1981
@leslieg95776034

Top Replied-To in G3:
@extremetemps
@earthjustice
@dorahietavirta
@w_ewere
@tywalter8271

Top Replied-To in G4:
@suzy_notsuzy
@veritatem2021
@rigidfaith
@weschenbach
@bubbasranch
@martinjbern
@johnnicklay2
@rickross777boss
@fd2you
@audraf637

Top Replied-To in G5:
@peterdclack
@geoffmprice
@srnordic
@ammocrypta
@saveecosystems
@mnjpoodie
@thecoastguy
@donahugh216
@rattlesnakerita
@pburkdorf

Top Replied-To in G7:
@leodicaprio
@skynews
@latimeralder
@foe_us
@backtolife_2022

Top Replied-To in G8:
@leonsimons8
@pamirtimes
@kathygrants
@danielasdgs
@sdg13un
@ecowarriorss
@climatecosts
@climate_mission
@vanessa_vash
@roblicker

Top Replied-To in G10:
@nasa
@thefive

Top Mentioned
Top Mentioned in Entire Graph:
@moms4liberty
@juddlegum
@climateben
@peterdclack
@dobbersw
@theotisprice
@space_station
@nasa
@backtolife_2022
@mnyomb1

Top Mentioned in G1:
@dagon57r
@sperlock222
@drgem2015
@crespin_alfonso
@_virat_upadhyay
@torrhl
@desichudail
@maxthelocal
@equal20232123
@phil_free_

Top Mentioned in G2:
@moms4liberty
@juddlegum
@kyivindependent
@bobwarth22
@urocklive1
@climateben
@mokurai
@bfry1981
@govrondesantis
@dobbersw

Top Mentioned in G3:
@climateben
@earthjustice
@margotw75967725
@mnyomb1
@shaggyabilu
@opendemocracy
@climatedad77
@havenaar64
@rainer_shea
@pppatticake

Top Mentioned in G4:
@dawntj90
@keillerdon
@atomalty
@suzy_notsuzy
@veritatem2021
@chrisbbacon3
@littleiceage
@robhon_
@geraldkutney
@insane_voice

Top Mentioned in G5:
@peterdclack
@raphiov
@rogtallbloke
@keillerdon
@climaterealists
@horriblehorrie2
@nytimes
@sciencemagazine
@dawntj90
@briandahleca

Top Mentioned in G6:
@dobbersw
@drrjwarren
@cakeylaura

Top Mentioned in G7:
@backtolife_2022
@latimeralder
@wouterkeller
@foe_us
@waldron_pj
@peterdclack
@bucks58547805
@climatedepot
@leodicaprio
@katyperry

Top Mentioned in G8:
@mnyomb1
@leonsimons8
@climateben
@sdg13un
@marcelemmanuel
@un_sdg
@wef
@geethikavenkat3
@epamichaelregan
@forestservicenw

Top Mentioned in G9:
@theotisprice

Top Mentioned in G10:
@space_station
@nasa
@iss

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@dichristine
@zyitegadgets
@rk70534
@andyvermaut
@stigmabaseu
@lt38
@geoffrey_payne
@united
@vbinsan1

Top Tweeters in G1:
@zyitegadgets
@andyvermaut
@stigmabaseu
@magicdmw
@ikateufel
@allentien
@arishmaryshow
@trumpquotesbot
@miragenewscom
@charlierichmond

Top Tweeters in G2:
@missb62
@lechatnoire4
@backstorymom1
@marthalynneowe1
@katcapps
@teram323tere
@79topper
@vedehimajumdar
@cotey_mary
@lllwry

Top Tweeters in G3:
@rk70534
@dawnroseturner
@pppatticake
@kindlee55
@wavetop
@havenaar64
@proglocommons
@unetomaterouge
@sallymos
@battleriverbab1

Top Tweeters in G4:
@debrammason1
@lyndae222
@snyggois
@kathy19090674
@simon32445788
@boggywood
@cindymunz
@iromg
@zyonetsu
@dickmackintosh

Top Tweeters in G5:
@maegan_laporte
@redeemedseven
@nytimes
@nononoeu
@cat3183
@riskographer2
@camillehurn
@lisamar91564392
@alan_poirier
@garden_nome1

Top Tweeters in G6:
@mvbrat91
@galileo908
@ppiixx
@willhuhges
@zuperpie
@_sandrafe
@jmrgby88
@vortigan_
@tinwoodsboy
@kittytrill

Top Tweeters in G7:
@skynews
@tevet
@lauracarrese
@mariebe10098426
@laplapv3
@awakenowready
@mott_mason
@florantine11
@ernestmaas55
@shollemans

Top Tweeters in G8:
@bprophetable
@thecranecraney
@eco1start
@sillymickel
@americanforsure
@chairosy
@rhosking252
@littlebirdsteph
@detous
@morpheo

Top Tweeters in G9:
@_pureivory
@naab_blackstar
@sirprince007
@_asabere_
@kallme_koomson
@ovokobby_
@micyclle
@andrew_am1
@remynimo
@lester_o3

Top Tweeters in G10:
@lt38
@debdarkpetal
@tonov3_vanvi
@slavam1767
@prcowboys
@emperorblargus
@noboruyanagi
@nick_barnes
@andrefarfan10
@ukrlaa


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