global warming, Twitter, 5/10/2021 7:24:22 AM, 254528


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global warming_2021-05-09_22-48-44.xlsx
global warming_2021-05-09_22-48-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 10, 2021
Short Description:
global warming via NodeXL https://bit.ly/3tz5S58
@officialmcafee
@ecowarriorss
@drbarnesbangor
@nightingale_31
@quixotesdonkey
@climateben
@kot_mikesz
@gretathunberg
@unep
@no2wind

Top hashtags:
#globalwarming
#climatechange
#nytimes
#guardian
#wsj
#oakoak
#streetart

Description:
Description
The graph represents a network of 9,413 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, 10 May 2021 at 05:58 UTC.

The requested start date was Monday, 10 May 2021 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, 7-hour, 11-minute period from Friday, 07 May 2021 at 15:51 UTC to Sunday, 09 May 2021 at 23:02 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 : 9413
Unique Edges : 6034
Edges With Duplicates : 10463
Total Edges : 16497
Number of Edge Types : 5
Retweet : 4495
MentionsInRetweet : 5135
Replies to : 1506
Mentions : 3693
Tweet : 1668
Self-Loops : 1774
Reciprocated Vertex Pair Ratio : 0.0137321694698744
Reciprocated Edge Ratio : 0.0270923028457419
Connected Components : 2196
Single-Vertex Connected Components : 913
Maximum Vertices in a Connected Component : 3612
Maximum Edges in a Connected Component : 9210
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.428186
Graph Density : 0.000107488946686882
Modularity : 0.58112
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,413 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, 10 May 2021 at 05:58 UTC.

The requested start date was Monday, 10 May 2021 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, 7-hour, 11-minute period from Friday, 07 May 2021 at 15:51 UTC to Sunday, 09 May 2021 at 23:02 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:
[108] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[61] https://streetartutopia.com/2019/09/27/stop-global-warming-by-oakoak/
[55] https://forcechange.com/585902/make-methane-reduction-a-priority-for-ending-global-warming/
[44] https://rumble.com/vgo15l-weatherman-biden-makes-doomsday-climate-prediction.html?mref=23gga&mc=8uxj1
[38] https://forcechange.com/585902/make-methane-reduction-a-priority-for-ending-global-warming/?utm_source=email-share-thank-you-now
[30] https://www.newscientist.com/article/2270357-keep-warming-under-1-5c-to-stop-tropics-becoming-too-hot-to-live/#ixzz6uHNYoPFc
[29] https://electroverse.net/of-68-global-warming-models-earths-observed-temp-is-below-67/
[26] https://en.wikipedia.org/wiki/Global_dimming
[12] https://www.dailymail.co.uk/news/article-2266188/David-Bellamy-The-BBC-froze-I-dont-believe-global-warming.html
[11] https://twitter.com/maxtmcc/status/1390923466388430849

Top URLs in Tweet in G1:
[48] https://forcechange.com/585902/make-methane-reduction-a-priority-for-ending-global-warming/
[34] https://forcechange.com/585902/make-methane-reduction-a-priority-for-ending-global-warming/?utm_source=email-share-thank-you-now
[11] https://twitter.com/maxtmcc/status/1390923466388430849
[7] https://twitter.com/SEXCM00N/status/1390939965253582849
[6] https://kokushoku.com/telepathy-informant-science-problem-01-global-warming-cause/
[5] https://act.oceana.org/page/69619/action/1?ea.tracking.id=twitter
[5] https://www.sciencedaily.com/releases/2021/05/210506125809.htm
[3] https://www.axios.com/methane-global-warming-emissions-report-23c9469a-fb9c-4a80-aca6-013ed87ec478.html?utm_campaign=organic&utm_medium=socialshare&utm_source=twitter
[3] https://twitter.com/sexcm00n/status/1390939965253582849
[3] https://news.sky.com/story/cutting-human-sources-of-methane-would-reduce-global-warming-and-improve-human-health-scientists-12298535

Top URLs in Tweet in G2:
[12] https://www.dailymail.co.uk/news/article-2266188/David-Bellamy-The-BBC-froze-I-dont-believe-global-warming.html
[7] https://www.youtube.com/watch?v=NM6RbjgdmyU&feature=youtu.be

[4] http://www.theeuroprobe.org/210-global-warming-fraud-invented-by-the-club-of-rome/
[1] https://twitter.com/DailyMailUK/status/1391422738724708352
[1] https://twitter.com/Nightingale_31/status/1391071514347311108
[1] https://www.noaa.gov/topic-tags/global-warming
[1] https://www.nytimes.com/1989/11/14/science/governments-start-preparing-for-global-warming-disasters.html
[1] https://weathermodificationhistory.com/weather-as-force-multiplier-owning-the-weather-in-2025/
[1] https://www.youtube.com/watch?v=sfhQoJuX7sQ&feature=youtu.be

[1] https://electroverse.net/10000-prize-to-the-first-person-to-provide-evidence-of-co2-causing-catastrophic-global-warming/

Top URLs in Tweet in G3:
[1] https://techstartups.com/2021/04/03/swedish-space-agency-canceled-bill-gates-controversial-climate-geoengineering-project-scopex-aiming-block-sun-stop-global-warming/
[1] https://www.forbes.com/sites/samlemonick/2017/09/29/scientists-underestimated-how-bad-cow-farts-are/
[1] https://www.epa.gov/ghgemissions/overview-greenhouse-gases
[1] http://www.fao.org/news/story/en/item/197623/icode/
[1] https://www.epa.gov/ghgemissions/understanding-global-warming-potentials
[1] https://unece.org/challenge
[1] https://newzdoozy.com/australias-victoria-state-to-halve-emissions-by-2030-bring-them-down-to-net-zero-by-2050/

Top URLs in Tweet in G4:
[20] https://electroverse.net/of-68-global-warming-models-earths-observed-temp-is-below-67/
[5] https://climate.nasa.gov/causes/
[5] https://skepticalscience.com/global-warming-not-urgent.htm
[4] https://climate.nasa.gov/news/3072/direct-observations-confirm-that-humans-are-throwing-earths-energy-budget-off-balance/
[3] https://moyhu.blogspot.com/2021/04/no-global-warming-is-not-50-of-what.html
[3] https://climate.nasa.gov/scientific-consensus/
[2] https://www.gfdl.noaa.gov/global-warming-and-hurricanes/
[2] https://www.ipcc.ch/report/ar3/wg1/
[2] https://www.carbonbrief.org/analysis-how-well-have-climate-models-projected-global-warming
[2] https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2019GL085378?cookieSet=1

Top URLs in Tweet in G5:
[10] https://climate.nasa.gov/climate_resources/21/quiz-carbon-dioxide/
[4] https://www.carbonbrief.org/analysis-shell-says-new-brazil-sized-forest-would-be-needed-to-meet-1-5c-climate-goal
[3] https://www.irishtimes.com/news/world/cutting-methane-levels-will-quickly-reduce-rate-of-global-warming-un-report-1.4557697
[2] https://theconversation.com/climate-change-what-would-4-c-of-global-warming-feel-like-152625?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://www.theblaze.com/news/solar-farms-global-warming-consequences-study
[2] https://www.unep.org/news-and-stories/press-release/global-assessment-urgent-steps-must-be-taken-reduce-methane
[2] https://www.nytimes.com/article/climate-change-global-warming-faq.html
[1] https://phys.org/news/2021-04-antarctic-ice-sheet-sea-higher-thought.html
[1] https://www.carbonbrief.org/guest-post-overshooting-2c-risks-rapid-and-unstoppable-sea-level-rise-from-antarctica
[1] https://www.independent.ie/business/farming/forestry-enviro/environment/sea-level-rise-could-be-halved-by-curbing-increases-in-global-warmingto-15c-40392491.html

Top URLs in Tweet in G6:
[7] https://electroverse.net/of-68-global-warming-models-earths-observed-temp-is-below-67/
[4] https://twitter.com/TheDisproof/status/1391399705779785732
[4] https://www.nytimes.com/2021/05/06/us/cynthia-ann-leroux-delta-wildfire.html?smid=tw-share
[2] https://electroverse.net/nasa-data-reveals-global-snowfall-has-increased-over-the-past-40-years/
[2] https://mailchi.mp/2ece2b78d763/shale-revolution-makes-extreme-global-warming-scenarios-implausible-181578
[1] https://www.irishtimes.com/news/world/cutting-methane-levels-will-quickly-reduce-rate-of-global-warming-un-report-1.4557697
[1] https://twitter.com/QwQiao/status/1377945561400287237
[1] https://twitter.com/ClimateOfGavin/status/1390725203269926914
[1] https://twitter.com/Public_Citizen/status/1390717397754007552
[1] https://twitter.com/i/events/1390767190559928321

Top URLs in Tweet in G7:
[30] https://www.newscientist.com/article/2270357-keep-warming-under-1-5c-to-stop-tropics-becoming-too-hot-to-live/#ixzz6uHNYoPFc
[2] https://www.carbonbrief.org/analysis-when-might-the-world-exceed-1-5c-and-2c-of-global-warming/amp
[2] https://www.independent.co.uk/climate-change/news/greenhouse-gases-committed-warming-climate-change-b1782571.html
[2] https://www.usatoday.com/story/news/nation/2021/04/28/global-warming-worlds-glaciers-melting-faster-than-ever/4872348001/
[1] https://www.bbc.com/news/science-environment-56758056
[1] https://www.ft.com/content/f6204022-f07e-47d5-859b-e60932977a59?desktop=true&segmentId=d8d3e364-5197-20eb-17cf-2437841d178a
[1] https://climatecommunication.yale.edu/wp-content/uploads/2021/02/climate-change-american-mind-december-2020.pdf
[1] http://www.sciencedirect.com/science/authShare/S2352154621000929/20210508T040700Z/1?md5=03233a1379acfa78878142a86ec4e2a8&dgcid=coauthor
[1] https://twitter.com/ClimateBen/status/1391022491628363778
[1] https://www.carbonbrief.org/analysis-when-might-the-world-exceed-1-5c-and-2c-of-global-warming

Top URLs in Tweet in G8:
[3] https://www.ft.com/content/f6204022-f07e-47d5-859b-e60932977a59
[2] http://www.reuters.com/business/environment/bidens-climate-summit-zeroes-technology-help-fight-global-warming-2021-04-23/
[1] https://www.dw.com/en/solutions-climate-change-global-warming-permafrost-locusts-sea-level-extreme-weather-heat/a-57071503
[1] https://twitter.com/_DOEN/status/1380548554675077121
[1] https://www.carbonindependent.org/93.html
[1] https://politi.co/3c2eN9z
[1] https://www.nytimes.com/article/climate-change-global-warming-faq.html
[1] https://www.eventbrite.co.uk/e/global-warming-and-climate-change-for-5-9-year-olds-online-tickets-148042074831
[1] https://ft.trib.al/GjNWJAL
[1] https://skepticalscience.com/argument.php

Top URLs in Tweet in G9:
[1] http://www.msn.com/en-us/weather/topstories/mother-nature-holds-on-to-winter-cold-and-snow/vi-BB1gw1d8?ocid=st
[1] https://twitter.com/nypost/status/1390416038089707524

Top Domains
Top Domains in Tweet in Entire Graph:
[315] twitter.com
[130] blogspot.com
[93] forcechange.com
[61] streetartutopia.com
[53] youtube.com
[44] rumble.com
[43] nasa.gov
[37] electroverse.net
[37] co.uk
[31] google.com

Top Domains in Tweet in G1:
[171] twitter.com
[82] forcechange.com
[14] google.com
[11] youtube.com
[7] sciencedaily.com
[7] theguardian.com
[6] kokushoku.com
[5] oceana.org
[5] co.uk
[4] sky.com

Top Domains in Tweet in G2:
[12] co.uk
[8] youtube.com
[4] theeuroprobe.org
[2] twitter.com
[1] noaa.gov
[1] nytimes.com
[1] weathermodificationhistory.com
[1] electroverse.net

Top Domains in Tweet in G3:
[2] epa.gov
[1] techstartups.com
[1] forbes.com
[1] fao.org
[1] unece.org
[1] newzdoozy.com

Top Domains in Tweet in G4:
[20] electroverse.net
[17] nasa.gov
[9] skepticalscience.com
[7] twitter.com
[5] ipcc.ch
[5] carbonbrief.org
[3] noaa.gov
[3] blogspot.com
[2] sciencemag.org
[2] yahoo.com

Top Domains in Tweet in G5:
[11] nasa.gov
[6] ccacoalition.org
[5] carbonbrief.org
[4] twitter.com
[4] nytimes.com
[3] irishtimes.com
[3] unep.org
[2] theconversation.com
[2] axios.com
[2] theblaze.com

Top Domains in Tweet in G6:
[13] twitter.com
[10] electroverse.net
[4] nytimes.com
[2] junkscience.com
[2] rclutz.com
[2] thegwpf.org
[2] youtube.com
[2] mailchi.mp
[1] irishtimes.com
[1] lansingstatejournal.com

Top Domains in Tweet in G7:
[30] newscientist.com
[3] carbonbrief.org
[2] co.uk
[2] usatoday.com
[2] twitter.com
[1] bbc.com
[1] ft.com
[1] yale.edu
[1] sciencedirect.com

Top Domains in Tweet in G8:
[3] twitter.com
[3] ft.com
[2] reuters.com
[2] co.uk
[1] dw.com
[1] carbonindependent.org
[1] politi.co
[1] nytimes.com
[1] trib.al
[1] skepticalscience.com

Top Domains in Tweet in G9:
[1] msn.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[214] globalwarming
[146] climatechange
[70] nytimes
[70] guardian
[70] wsj
[64] oakoak
[64] streetart
[59] climateaction
[53] cutmethane
[53] greta



Top Hashtags in Tweet in G1:
[11] climate
[10] climatechange
[8] globalwarming
[6] climatecrisis
[5] co2
[4] methane
[3] news
[3] sustainability
[3] bookbubble
[3] polisci

Top Hashtags in Tweet in G2:
[1] science
[1] grapplemegrapenuts
[1] cancelculture
[1] grandsolarminimum

Top Hashtags in Tweet in G4:
[5] climatebrawl
[4] climatecrisis
[3] climatechange
[2] ipcc_ch
[1] climateemergency
[1] climatehoax
[1] climatecult
[1] globaloney

Top Hashtags in Tweet in G5:
[51] cutmethane
[28] climateaction
[10] fossilgas
[9] methaneemissions
[8] climatechange
[8] spacepenguin
[4] globalwarming
[3] tiredearth
[2] actonclimate
[2] climatecrisis

Top Hashtags in Tweet in G6:
[10] science
[1] climatescambs
[1] globalwarming
[1] uah
[1] propaganda
[1] truth
[1] auspol

Top Hashtags in Tweet in G7:
[1] climatecrisis
[1] extinctionrebellion
[1] fridaysforfuture
[1] coldkills
[1] globalwarming

Top Hashtags in Tweet in G8:
[10] fridaysforfuture
[9] fossilgas
[4] climatecrisis
[3] carbonbudget
[3] climateemergency
[3] carryontouring
[2] biden
[2] climate
[2] technology
[2] warming

Top Words
Top Words in Tweet in Entire Graph:
[5764] global
[5684] warming
[1068] climate
[1061] ants
[961] more
[795] earth
[688] methane
[606] know
[562] question
[540] officialmcafee

Top Words in Tweet in G1:
[946] global
[930] warming
[167] climate
[133] change
[70] methane
[59] people
[56] fight
[53] more
[53] cut
[48] super

Top Words in Tweet in G2:
[474] global
[471] warming
[383] nightingale_31
[337] sea
[334] told
[333] cyprus
[333] lost
[332] 40
[332] child
[332] maldives

Top Words in Tweet in G3:
[1053] ants
[537] officialmcafee
[530] fart
[529] question
[526] non
[526] trivial
[526] collectively
[526] weigh
[526] more
[526] creatures

Top Words in Tweet in G4:
[119] warming
[110] global
[68] climate
[54] roypentland
[33] dawntj90
[33] medbennett
[30] thedisproof
[30] ewe
[28] models
[27] change

Top Words in Tweet in G5:
[204] warming
[150] global
[106] methane
[70] climate
[67] unep
[59] pauledawson
[55] air
[53] emissions
[52] co2
[51] #cutmethane

Top Words in Tweet in G6:
[184] global
[130] warming
[106] data
[100] climate
[79] over
[78] electroversenet
[76] reveals
[58] snowfall
[54] nasa
[52] covert

Top Words in Tweet in G7:
[164] global
[164] warming
[110] climateben
[85] tropics
[57] 'the
[56] scientists
[56] 2030
[55] know
[55] over
[55] expect

Top Words in Tweet in G8:
[93] global
[74] warming
[65] climate
[50] gretathunberg
[34] emissions
[28] temperature
[27] rise
[27] methane
[25] knowledge
[25] economy

Top Words in Tweet in G9:
[108] global
[108] warming
[103] langmanvince
[103] 34
[103] degrees
[103] chicago
[103] woke
[103] morning
[103] 10th
[103] ass

Top Words in Tweet in G10:
[114] global
[114] warming
[114] jealousy
[113] kristin196s
[113] fox
[113] wished
[113] happy
[113] birthday
[113] expect
[113] everyone

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5313] global,warming
[529] ants,fart
[529] fart,non
[529] non,trivial
[529] trivial,question
[529] question,collectively
[529] collectively,ants
[529] ants,weigh
[529] weigh,more
[529] more,creatures

Top Word Pairs in Tweet in G1:
[909] global,warming
[125] climate,change
[49] fight,climate
[48] cut,super
[48] super,pollutant
[48] pollutant,methane
[48] methane,fight
[24] yes,heard
[24] heard,global
[24] warming,warning

Top Word Pairs in Tweet in G2:
[466] global,warming
[332] 40,child
[332] child,told
[332] told,maldives
[332] maldives,under
[332] under,sea
[332] sea,cyprus
[332] cyprus,lost
[332] lost,beaches
[331] nightingale_31,40

Top Word Pairs in Tweet in G3:
[526] ants,fart
[526] fart,non
[526] non,trivial
[526] trivial,question
[526] question,collectively
[526] collectively,ants
[526] ants,weigh
[526] weigh,more
[526] more,creatures
[526] creatures,earth

Top Word Pairs in Tweet in G4:
[95] global,warming
[23] climate,models
[20] models,junk
[19] roypentland,climate
[18] climate,change
[11] ruth91869132,dlmtd2
[11] jinxnohi,iandjbrown2
[11] iandjbrown2,fishyfish67
[11] jasonpaisley,rob46401650
[11] rob46401650,knah22

Top Word Pairs in Tweet in G5:
[115] global,warming
[50] warming,potential
[50] climate,air
[48] due,short
[48] short,atmospheric
[48] atmospheric,lifetime
[48] lifetime,strong
[48] strong,warming
[48] potential,actions
[48] actions,#cutmethane

Top Word Pairs in Tweet in G6:
[125] global,warming
[52] covert,nasa
[52] nasa,data
[52] data,reveals
[52] reveals,global
[52] global,snowfall
[52] snowfall,increased
[52] increased,over
[52] over,past
[52] data,analyst

Top Word Pairs in Tweet in G7:
[163] global,warming
[57] climateben,'the
[55] scientists,expect
[54] know,tropics
[54] tropics,contain
[54] contain,over
[54] over,75
[54] 75,earth's
[54] earth's,species
[54] species,scientists

Top Word Pairs in Tweet in G8:
[64] global,warming
[25] gretathunberg,knowledge
[25] knowledge,climate
[25] climate,economy
[25] economy,disgraces
[25] disgraces,european
[25] european,woman's
[25] woman's,education
[25] education,global
[25] global,temperature

Top Word Pairs in Tweet in G9:
[108] global,warming
[103] 34,degrees
[103] degrees,chicago
[103] chicago,woke
[103] woke,morning
[103] morning,10th
[103] 10th,global
[103] warming,ass
[102] langmanvince,34
[18] china's,commitment

Top Word Pairs in Tweet in G10:
[114] global,warming
[114] warming,jealousy
[113] fox,wished
[113] wished,happy
[113] happy,birthday
[113] birthday,expect
[113] expect,everyone
[113] everyone,blame
[113] blame,global
[113] jealousy,iyikidoğdun

Top Replied-To
Top Replied-To in Entire Graph:
@nightingale_31
@drbarnesbangor
@billgates
@gretathunberg
@foxnews
@maxtmcc
@keillerdon
@rtlnieuws
@officialmcafee
@cnnbrk

Top Replied-To in G1:
@nanoputty

Top Replied-To in G2:
@nightingale_31
@drbarnesbangor
@hannah74e
@jeffo365
@hellofrommarcus
@whatwouldido1
@watkinson137
@pauljpitt1967
@power22rocket
@debrabe16141698

Top Replied-To in G3:
@officialmcafee
@kekifornian

Top Replied-To in G4:
@keillerdon
@jimdtweet
@no2wind
@dawntj90
@bigjoebastardi
@carrudodon
@guitarwombat
@tangomitteckel
@michael_d_crow
@luisbaram

Top Replied-To in G5:
@ecowarriorss
@nytimes
@dariusdoddhotm1
@lghechi
@drbarnesbangor
@pauledawson
@lffriedman
@rwhfx
@worldis2noisy
@thisismesonz

Top Replied-To in G6:
@junkscience
@rogtallbloke
@electroversenet
@craigkellymp
@tan123
@wattsupwiththat
@codemcr
@theonesnickers
@jefftonna1

Top Replied-To in G7:
@richard60147914
@yaleclimatecomm

Top Replied-To in G8:
@gretathunberg
@un
@tigerdarwin
@sperlock222
@maxguo37045125
@iprabhatmishraa
@portugaltheshan
@steven07943898
@antonioguterres
@feliciawarmling

Top Replied-To in G9:
@langmanvince
@patrioteddv

Top Replied-To in G10:
@kristin196s

Top Mentioned
Top Mentioned in Entire Graph:
@officialmcafee
@nightingale_31
@drbarnesbangor
@climateben
@kristin196s
@langmanvince
@dumpsterfire177
@electroversenet
@howarth_cornell
@subhash_kak

Top Mentioned in G1:
@bosguyinatl
@marioargenta
@rangereporter
@shahbanou17
@grampsnerd
@docguido
@niyaahx
@zeroco2_
@ispeakclimate
@imartecenergia

Top Mentioned in G2:
@nightingale_31
@drbarnesbangor
@pauljpitt1967
@wolfie_smythe
@hellofrommarcus
@jackpunchinello
@beanobarton
@hannah74e
@jeffo365
@jhall_m25

Top Mentioned in G3:
@officialmcafee
@zanemali_
@bobrosstrades
@illycryptokid
@drbarnesbangor
@raymondseger1

Top Mentioned in G4:
@roypentland
@medbennett
@dawntj90
@thedisproof
@mikedel21893959
@climatehope2
@barbarajdurkin
@d_e_mol
@no2wind
@ingersolrobert

Top Mentioned in G5:
@unep
@pauledawson
@ecowarriorss
@melissafleming
@lightswide
@ccacoalition
@nytimes
@atultkar
@greenpeaceeu
@globalunion3

Top Mentioned in G6:
@electroversenet
@tan123
@worstall
@thegwpfcom
@jwspry
@junkscience
@chasbarter
@nightingale_31
@gummibear737
@craigkellymp

Top Mentioned in G7:
@climateben
@indig4ever
@maibached
@mxlysistrata
@infiniteguff
@tveitdal
@yaleclimatecomm
@ecowarriorss
@beyond_climate
@greenpeacejp

Top Mentioned in G8:
@gretathunberg
@navinaheyden
@greenpeace
@earthkikashi
@nasa
@un
@financialtimes
@fridays4future
@greenpeaceuk
@oceanwire

Top Mentioned in G9:
@langmanvince
@patrioteddv
@lmst1383
@rdrhwke

Top Mentioned in G10:
@kristin196s
@leishangabe

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@robinsnewswire
@scarfizal
@56perumal
@moonbootica
@ez4u2say_janis
@theboydp
@parthpa07241800
@jijmpel
@mackaysuzie

Top Tweeters in G1:
@robinsnewswire
@jijmpel
@ezxmuoh
@radioridethewav
@ikateufel
@trumpquotesbot
@exbulletinuk
@crossradio1
@researchpool
@mixed_text

Top Tweeters in G2:
@porridgeisgood
@heidiec5
@the_evil_barbie
@michaelbarger1
@jan_s_b_459
@princessofwails
@julie34479
@rospay15
@abbavitch
@andyhammers

Top Tweeters in G3:
@walker8701
@hlanyos
@john_jakester
@sphu_
@artofkawaii
@processinhobr
@ati_makwati
@udaff_ka
@crawfishloving
@swedtraders

Top Tweeters in G4:
@eddarrell
@rmack2x
@reddragonfly19
@disparatepost
@teajunkie1
@markcojuangco
@tokyo_tom
@frbissonnette
@boggywood
@luisbaram

Top Tweeters in G5:
@irishtimes
@njdoc
@gezgintrk
@olumideidowu
@nytimes
@nomoreslaves
@milaniolivera
@kelownascott
@ewestaway
@aitch_el

Top Tweeters in G6:
@putzie63
@tevet
@davidmatheson27
@nc_24
@russjensen5
@mackette52
@tan123
@barryjwoods
@hiltonholloway
@rogerxmathew

Top Tweeters in G7:
@brendahazelhur1
@oteachjohn
@umbrios
@cynblogger
@dallas4bernie
@billuminski
@deborahskyrim
@eurocentrique
@stephiegilley
@littlebirdsteph

Top Tweeters in G8:
@vivmilano
@financialtimes
@cromwellstuff
@fffbot1
@craykain
@richardmunang
@thewebbix
@dook42_domini
@vincecastells
@johnwest_jaws

Top Tweeters in G9:
@ladydshops
@billyboysdaddy
@brenner_colleen
@rdtbook
@mybabyforever10
@deplorabletbs40
@tarkan291
@ronmolina
@daweave
@jeaniefaetroonj

Top Tweeters in G10:
@lcsianna1
@doka1709
@leishangabe
@siriusasteri
@elarmarame
@simkaaleksic
@andshine3
@slacapaca
@reymir_edser1
@emcphee78


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