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global warming_2020-08-02_22-42-32.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 03, 2020
Short Description:
global warming via NodeXL https://bit.ly/31bakeh
@catturd2
@gretathunberg
@garywhall
@hwholcomb
@glenncarr6
@tan123
@bret_sears
@climateben
@mountkidd
@realdonaldtrump

Top hashtags:
#globalwarming
#climatechange
#chemtrails
#lobbyforclimate
#changethechamber

Description:
Description
The graph represents a network of 9,757 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, 03 August 2020 at 05:47 UTC.

The requested start date was Monday, 03 August 2020 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, 2-hour, 59-minute period from Friday, 31 July 2020 at 20:54 UTC to Sunday, 02 August 2020 at 23:53 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 : 9757
Unique Edges : 5021
Edges With Duplicates : 11088
Total Edges : 16109
Number of Edge Types : 5
Retweet : 5087
MentionsInRetweet : 5822
Replies to : 1374
Mentions : 2601
Tweet : 1225
Self-Loops : 1293
Reciprocated Vertex Pair Ratio : 0.00940438871473354
Reciprocated Edge Ratio : 0.0186335403726708
Connected Components : 1789
Single-Vertex Connected Components : 653
Maximum Vertices in a Connected Component : 3934
Maximum Edges in a Connected Component : 8016
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.620378
Graph Density : 9.80992694010162E-05
Modularity : 0.589854
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 9,757 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, 03 August 2020 at 05:47 UTC.

The requested start date was Monday, 03 August 2020 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, 2-hour, 59-minute period from Friday, 31 July 2020 at 20:54 UTC to Sunday, 02 August 2020 at 23:53 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:
[53] https://www.newyorker.com/news/annals-of-a-warming-planet/racism-police-violence-and-the-climate-are-not-separate-issues?utm_campaign=falcon&utm_medium=social&utm_social-type=owned&utm_brand=tny&mbid=social_twitter&utm_source=twitter
[27] https://en.wikipedia.org/wiki/Global_dimming
[22] https://principia-scientific.org/ice-growing-poles-global-warming-theories-implode/
[20] https://www.indiatoday.in/india-today-insight/story/why-early-snowfall-has-brought-cheer-to-himachal-1700999-2020-07-15
[19] https://www.bloomberg.com/news/articles/2020-07-22/top-scientists-just-ruled-out-best-case-global-warming-scenarios?utm_content=climate&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-climate
[16] https://nypost.com/2020/07/31/two-arctic-ice-caps-have-vanished-as-nasa-reveals-shock-satellite-images-of-global-warming/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[13] https://www.bloomberg.com/tosv2.html?vid=&uuid=64a88f10-d389-11ea-95e3-f130b3303166&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNy0zMS93aHktYWxhcm0tb3Zlci1jbGltYXRlLWNoYW5nZS1pcy1ub3QtYWxhcm1pc20/aW5fc291cmNlPXBvc3RyX3N0b3J5XzAmc3JlZj1JaDJwMmdnVw==
[11] https://twitter.com/thesun/status/1289163901376974851
[8] https://www.abc.net.au/news/2020-08-02/tasmania-cider-gums-species-under-threat/12515240
[7] https://wattsupwiththat.com/2020/08/01/bbc-radio-4-vs-rush-limbaugh-how-they-made-us-doubt-everything-episode-6-reposition-global-warming-as-theory-not-fact/

Top URLs in Tweet in G3:
[7] https://twitter.com/thesun/status/1289163901376974851
[5] https://twitter.com/TheSun/status/1289163901376974851
[5] http://www.aspasiaeuropean.com/id18.html
[4] https://www.thecanary.co/discovery/news-discovery/2020/07/30/coastal-flooding-risks-forecast-to-increase-as-global-warming-continues-warns-study/
[4] https://www.abc.net.au/news/2020-08-02/tasmania-cider-gums-species-under-threat/12515240
[3] https://wattsupwiththat.com/2020/08/01/bbc-radio-4-vs-rush-limbaugh-how-they-made-us-doubt-everything-episode-6-reposition-global-warming-as-theory-not-fact/
[3] https://twitter.com/projectlincoln/status/1289621395530448902
[3] https://www.mattysparadigm.org/hell-is-expanding/
[3] https://www.sott.net/article/439099-Global-warming-alarmists-alarmed-typhoon-trend-falling-First-time-in-70-years-no-Pacific-typhoon-formed-in-July
[3] https://twitter.com/ayanaeliza/status/1289750489899253760

Top URLs in Tweet in G4:
[2] https://climatism.blog/2018/12/19/draconian-un-climate-agenda-exposed-global-warming-fears-are-a-tool-for-political-and-economic-change-it-has-nothing-to-do-with-the-actual-climate/
[2] https://climatism.blog/2013/09/17/the-creator-fabricator-and-proponent-of-global-warming-maurice-strong/
[2] https://www.climatedepot.com/2020/07/31/latest-crackpot-claim-tropical-plants-harmed-by-global-warming/
[1] https://twitter.com/GreatLakesPeck/status/1289627260916338689
[1] https://tomnelson.blogspot.com/2019/06/useful-notes-for-climate-skeptics.html
[1] https://thelogicofscience.com/2019/02/07/5-hottest-years-on-record-all-happened-in-the-past-5-years-global-warming-is-real/
[1] https://cleantechnica.com/2019/08/22/bill-gates-is-throwing-away-money-on-ill-advised-non-solutions-to-global-warming/
[1] https://twitter.com/DawnTJ90/status/1289994468100251648
[1] https://twitter.com/willynerdal1/status/1289521940466556930
[1] https://climatism.blog/2020/04/14/all-quiet-on-the-climate-emergency-front-healthy-sea-ice-levels-at-both-poles/

Top URLs in Tweet in G5:
[3] https://www.carbonbrief.org/analysis-how-well-have-climate-models-projected-global-warming
[2] https://www.weforum.org/agenda/2020/07/climate-change-equilibrium-climate-sensitivity-global-warming/
[1] https://www.joboneforhumanity.org/20_worst_consequences_of_global_warming
[1] https://skepticalscience.com/solar-activity-sunspots-global-warming.htm
[1] http://sn.1w6.org/notice/261545
[1] https://twitter.com/TIME/status/1289879001901621249
[1] https://news.trust.org/item/20200729151259-0by0i/
[1] https://twitter.com/aaronhuertas/status/1289578173349285888
[1] https://www.joboneforhumanity.org/world_s_most_critical_global_challenges
[1] https://www.workersliberty.org/story/2020-07-22/siberia-signals-global-dangers

Top URLs in Tweet in G6:
[2] https://www.newsweek.com/rush-limbaugh-says-hurricane-florence-forecast-trying-heighten-belief-climate-1117416?amp=1
[1] https://twitter.com/JoeBiden/status/1289964174575976449
[1] https://www.sciencemag.org/news/2020/07/missed-wind-patterns-are-throwing-climate-forecasts-rain-and-storms
[1] https://www.carbonbrief.org/analysis-why-scientists-think-100-of-global-warming-is-due-to-humans/amp
[1] https://twitter.com/joebiden/status/1289964174575976449
[1] https://www.ucsusa.org/resources/are-humans-major-cause-global-warming
[1] https://www.youtube.com/watch?v=fYtSSg_98Hc&feature=youtu.be

[1] https://twitter.com/CNN/status/1289754066084491264
[1] https://www.youtube.com/watch?v=mV3urNCQOKM&feature=youtu.be

[1] https://www.bbc.co.uk/news/world-us-canada-53618473

Top URLs in Tweet in G7:
[1] https://twitter.com/rooshv/status/1289376839631114240

Top URLs in Tweet in G8:
[2] https://www.theatlantic.com/science/archive/2019/07/why-little-ice-age-doesnt-matter/594517/?utm_source=twitter&utm_medium=social&utm_campaign=share
[1] https://www.bbc.co.uk/news/science-environment-49086783
[1] https://www.vox.com/first-person/2018/10/11/17963772/climate-change-global-warming-natural-disasters?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://www.independent.co.uk/environment/climate-change-carbon-dioxide-levels-high-history-warming-global-temperatures-a8911331.html
[1] https://crowdsourcingsustainability.org/sustainability-leaders-how-you-can-help-stop-global-warming/
[1] https://www.bloomberg.com/news/articles/2020-07-22/top-scientists-just-ruled-out-best-case-global-warming-scenarios?utm_content=climate&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-climate
[1] https://www.irishtimes.com/news/environment/global-warming-should-we-be-worried-about-coastal-flooding-1.4317992?mode=amp
[1] https://www.greenpeace.org/usa/global-warming/climate-deniers/koch-pollution-on-campus/

Top URLs in Tweet in G9:
[4] https://www.abc.net.au/news/2020-08-02/tasmania-cider-gums-species-under-threat/12515240
[2] https://twitter.com/metoffice/status/1289331743070117888
[1] https://www.france24.com/en/20191125-us-eu-owe-half-the-cost-of-repairing-climate-damage
[1] https://www.aljazeera.com/news/2020/07/3-billion-animals-killed-displaced-australia-fires-200728095756845.html
[1] https://phys.org/news/2019-12-large-atmospheric-jet-stream-global.amp?__twitter_impression=true
[1] https://blogs.scientificamerican.com/eye-of-the-storm/newly-identified-jet-stream-pattern-could-imperil-global-food-supplies/
[1] https://www.sciencedirect.com/science/article/abs/pii/S0308521X18307674?via%3Dihub
[1] https://theconversation.com/we-found-2-c-of-warming-will-push-most-tropical-rainforests-above-their-safe-heat-threshold-139071
[1] https://news.un.org/en/story/2020/07/1068961
[1] http://www.climatecodered.org/2020/07/are-worst-case-climate-scenarios-less.html

Top URLs in Tweet in G10:
[18] https://www.bloomberg.com/news/articles/2020-07-22/top-scientists-just-ruled-out-best-case-global-warming-scenarios?utm_content=climate&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-climate
[13] https://www.bloomberg.com/tosv2.html?vid=&uuid=64a88f10-d389-11ea-95e3-f130b3303166&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNy0zMS93aHktYWxhcm0tb3Zlci1jbGltYXRlLWNoYW5nZS1pcy1ub3QtYWxhcm1pc20/aW5fc291cmNlPXBvc3RyX3N0b3J5XzAmc3JlZj1JaDJwMmdnVw==
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=b5f069a0-d452-11ea-85c7-651b678aa770&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNy0zMS93aHktYWxhcm0tb3Zlci1jbGltYXRlLWNoYW5nZS1pcy1ub3QtYWxhcm1pc20=
[1] https://www.bloomberg.com/news/articles/2020-07-31/why-alarm-over-climate-change-is-not-alarmism?cmpid=socialflow-twitter-climate&utm_content=climate&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social
[1] https://www.bloomberg.com/news/articles/2020-07-31/why-alarm-over-climate-change-is-not-alarmism?sref=hZPO2dEb
[1] https://www.bloomberg.com/news/articles/2020-07-22/top-scientists-just-ruled-out-best-case-global-warming-scenarios
[1] https://www.washingtonpost.com/weather/2020/07/31/marine-heat-wave-hurricanes/
[1] https://thebarentsobserver.com/en/ecology/2020/07/global-warming-producing-longer-summers-northern-norway#.XySdv-hG_lg.twitter
[1] https://www.bloomberg.com/news/articles/2020-07-31/why-alarm-over-climate-change-is-not-alarmism?utm_content=neweconforum&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social

Top Domains
Top Domains in Tweet in Entire Graph:
[251] twitter.com
[55] newyorker.com
[51] bloomberg.com
[33] co.uk
[30] wikipedia.org
[26] nypost.com
[22] principia-scientific.org
[20] youtube.com
[20] indiatoday.in
[17] theguardian.com

Top Domains in Tweet in G3:
[141] twitter.com
[8] co.uk
[7] brighteon.com
[6] blogspot.com
[5] thecanary.co
[5] aspasiaeuropean.com
[4] vox.com
[4] nytimes.com
[4] curiouscat.qa
[4] net.au

Top Domains in Tweet in G4:
[7] climatism.blog
[6] twitter.com
[3] climatedepot.com
[1] blogspot.com
[1] thelogicofscience.com
[1] cleantechnica.com
[1] forbes.com
[1] carbonbrief.org
[1] temperature.global
[1] nature.com

Top Domains in Tweet in G5:
[3] weforum.org
[3] carbonbrief.org
[3] twitter.com
[2] joboneforhumanity.org
[2] skepticalscience.com
[1] 1w6.org
[1] trust.org
[1] workersliberty.org
[1] forbes.com
[1] irena.org

Top Domains in Tweet in G6:
[3] twitter.com
[2] youtube.com
[2] newsweek.com
[1] sciencemag.org
[1] carbonbrief.org
[1] ucsusa.org
[1] co.uk

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[2] theatlantic.com
[2] co.uk
[1] vox.com
[1] crowdsourcingsustainability.org
[1] bloomberg.com
[1] irishtimes.com
[1] greenpeace.org

Top Domains in Tweet in G9:
[4] net.au
[2] co.uk
[2] nature.com
[2] twitter.com
[1] france24.com
[1] aljazeera.com
[1] phys.org
[1] scientificamerican.com
[1] sciencedirect.com
[1] theconversation.com

Top Domains in Tweet in G10:
[40] bloomberg.com
[1] washingtonpost.com
[1] thebarentsobserver.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[69] globalwarming
[56] climatechange
[27] chemtrails
[25] lobbyforclimate
[25] changethechamber
[20] climatecrisis
[15] trumphasnoplan
[15] covid19
[11] arctic
[11] co2



Top Hashtags in Tweet in G3:
[8] globalwarming
[4] climatechange
[3] warming
[2] covid19
[2] emissions
[2] global
[2] climatecrisis
[2] change
[2] art
[2] 7/28/2020 12:00:00 AM

Top Hashtags in Tweet in G4:
[5] climatechange
[2] co2
[2] auspol
[2] climatefraud
[1] un
[1] scam
[1] cdnpoli
[1] ausvotes2019
[1] warringahvotes
[1] linearmind

Top Hashtags in Tweet in G5:
[2] climatestrike
[1] wedonthavetime
[1] saturdaycafe
[1] scamdemic2020
[1] climatechange
[1] vietnam
[1] climageddon

Top Hashtags in Tweet in G6:
[5] climatecrisis
[5] climatestrike
[3] socialmediahive
[2] cdnpoli
[2] magats
[1] climatechangeisnow
[1] climatechangegender
[1] unfittoserve
[1] votetrumpout
[1] truthisfree

Top Hashtags in Tweet in G8:
[5] fairshare
[1] actonclimate
[1] climatechange
[1] climatecrisis
[1] sharedfacts

Top Hashtags in Tweet in G9:
[1] capitalismkills

Top Hashtags in Tweet in G10:
[8] editorial
[8] cartoon
[2] globalwarming
[1] climatechange
[1] editorialillustration
[1] cartooningforpeace
[1] jobdone
[1] rcp8

Top Words
Top Words in Tweet in Entire Graph:
[6297] global
[6019] warming
[1501] climate
[1050] stop
[966] gore
[953] island
[933] causing
[927] issues
[925] environmental
[914] worried

Top Words in Tweet in G1:
[888] global
[888] warming
[886] gore
[885] catturd2
[885] worried
[885] causing
[885] flew
[885] epstein's
[885] creep
[885] island

Top Words in Tweet in G2:
[886] global
[886] warming
[885] atitansphantom
[885] stop
[885] demonizing
[885] sharks
[885] literally
[885] surviving
[885] environmental
[885] issues

Top Words in Tweet in G3:
[772] global
[749] warming
[62] climate
[47] people
[46] more
[46] world
[42] change
[42] years
[36] time
[35] covid

Top Words in Tweet in G4:
[87] global
[87] warming
[37] ice
[36] seems
[28] over400ppm
[19] sea
[19] warm
[18] antarctic
[18] uptick
[18] despite

Top Words in Tweet in G5:
[531] climate
[526] sensitivity
[524] range
[277] gretathunberg
[262] major
[262] study
[262] establish
[262] equilibrium
[262] ecs
[26] global

Top Words in Tweet in G6:
[157] global
[153] warming
[63] realdonaldtrump
[31] science
[30] change
[30] joebiden
[29] climate
[20] more
[18] believe
[17] projectlincoln

Top Words in Tweet in G7:
[199] cernovich
[197] conservatives
[196] natural
[196] hunt
[195] outdoorsmen
[195] women
[195] ones
[195] fish
[195] hike
[195] lost

Top Words in Tweet in G8:
[210] pauledawson
[146] time
[146] more
[145] history
[145] planet
[144] first
[144] human
[144] atmosphere
[144] 417ppm
[144] co

Top Words in Tweet in G9:
[194] climateben
[156] climate
[135] global
[118] arctic
[106] warming
[73] change
[71] models
[71] abrupt
[71] currently
[70] experiencing

Top Words in Tweet in G10:
[155] climate
[130] global
[130] warming
[111] tveitdal
[107] andre_carrilho
[101] day
[101] vaccine
[100] cartoon
[100] forget
[28] information

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5794] global,warming
[903] warming,causing
[901] worried,global
[898] gore,worried
[898] causing,flew
[898] flew,epstein's
[898] epstein's,creep
[898] creep,island
[896] island,underaged
[896] underaged,girls

Top Word Pairs in Tweet in G1:
[888] global,warming
[885] gore,worried
[885] worried,global
[885] warming,causing
[885] causing,flew
[885] flew,epstein's
[885] epstein's,creep
[885] creep,island
[885] island,underaged
[885] underaged,girls

Top Word Pairs in Tweet in G2:
[886] global,warming
[885] stop,demonizing
[885] demonizing,sharks
[885] sharks,literally
[885] literally,surviving
[885] surviving,global
[885] warming,environmental
[885] environmental,issues
[885] issues,drives
[885] drives,closer

Top Word Pairs in Tweet in G3:
[737] global,warming
[35] climate,change
[17] know,global
[17] believe,global
[17] due,global
[16] warming,hoax
[14] covid,19
[14] stop,global
[13] yes,heard
[13] heard,global

Top Word Pairs in Tweet in G4:
[70] global,warming
[18] seems,antarctic
[18] antarctic,ice
[18] ice,uptick
[18] uptick,despite
[18] despite,claims
[18] claims,global
[18] warming,warm
[18] warm,waters
[18] waters,melting

Top Word Pairs in Tweet in G5:
[526] climate,sensitivity
[262] major,study
[262] study,establish
[262] establish,range
[262] range,climate
[262] sensitivity,range
[262] range,equilibrium
[262] equilibrium,climate
[262] sensitivity,ecs
[261] gretathunberg,major

Top Word Pairs in Tweet in G6:
[149] global,warming
[26] climate,change
[11] believe,global
[10] warming,hoax
[9] change,global
[9] cause,global
[9] study,casts
[9] casts,doubt
[9] doubt,many
[9] many,forecasts

Top Word Pairs in Tweet in G7:
[195] conservatives,natural
[195] natural,outdoorsmen
[195] outdoorsmen,women
[195] women,ones
[195] ones,hunt
[195] hunt,fish
[195] fish,hike
[195] hike,lost
[195] lost,plot
[195] plot,jumping

Top Word Pairs in Tweet in G8:
[144] first,time
[144] time,human
[144] human,history
[144] history,planet
[144] planet,atmosphere
[144] atmosphere,more
[144] more,417ppm
[144] 417ppm,co
[144] co,recorded
[143] pauledawson,first

Top Word Pairs in Tweet in G9:
[112] climateben,arctic
[73] climate,change
[71] climate,models
[71] abrupt,climate
[70] arctic,currently
[70] currently,experiencing
[70] experiencing,abrupt
[70] change,event
[70] event,climate
[70] models,underestimate

Top Word Pairs in Tweet in G10:
[113] global,warming
[101] vaccine,global
[100] climate,cartoon
[100] cartoon,day
[100] day,forget
[100] forget,vaccine
[100] warming,andre_carrilho
[99] tveitdal,climate
[28] information,link
[28] link,between

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@joebiden
@projectlincoln
@thesun
@cocacola
@elonmusk
@cj_johnson17th
@shellenbergermd
@whitehouse
@mollyjongfast

Top Replied-To in G1:
@mitchellvii
@catturd2

Top Replied-To in G2:
@atitansphantom

Top Replied-To in G4:
@bubbasranch
@keillerdon
@thedisproof
@pocolitto
@gretathunberg
@dawntj90
@luckystiff4
@markcojuangco
@setophaga9
@swcrisis

Top Replied-To in G5:
@time
@paulcaw05364381
@swcrisis
@gretathunberg
@iakovs
@drericding
@kevinnbass
@zlabe
@theclockking85
@stevenedwards69

Top Replied-To in G6:
@realdonaldtrump
@joebiden
@projectlincoln
@shellenbergermd
@whitehouse
@sarahksilverman
@kapncheezybeard
@brayansuarez101
@fema_pete
@senrickscott

Top Replied-To in G7:
@cernovich
@mrt6123
@mirandadunkle86
@someoneveryelse
@red_pilled_usa
@donaldjtrumpjr
@timcast
@_matt_hammond_

Top Replied-To in G8:
@irishtimes
@kernowbeaver
@natpolicy
@williamhboney1

Top Replied-To in G9:
@rt_com
@ed_hawkins
@drdayasharma

Top Replied-To in G10:
@business

Top Mentioned
Top Mentioned in Entire Graph:
@catturd2
@atitansphantom
@gretathunberg
@pauledawson
@climateben
@cernovich
@senwhitehouse
@tveitdal
@andre_carrilho
@reuters

Top Mentioned in G1:
@catturd2
@wbhickok

Top Mentioned in G2:
@atitansphantom

Top Mentioned in G3:
@dagon57r
@liber8_2020
@selfcontainers
@socratesccost
@catalunya_s
@sophiatseliem
@melinda_mosheim
@antifatwa
@pineabul
@ric9871ric

Top Mentioned in G4:
@over400ppm
@dan613
@ethonraptor
@thedisproof
@roypentland
@dawntj90
@keillerdon
@rushhourp
@insane_voice
@jamz129

Top Mentioned in G5:
@gretathunberg
@howey_ou
@wedonthavetime
@climateben
@arnebab
@fridays4future
@fff_ut
@kbleecaster
@zukibites
@hegkong

Top Mentioned in G6:
@realdonaldtrump
@joebiden
@whitehouse
@shellenbergermd
@peters_glen
@senategop
@projectlincoln
@potus
@lamphieryeg
@rjs677stephan

Top Mentioned in G7:
@cernovich
@red_pilled_usa
@timcast
@drock37
@trayfuqua
@donaldjtrumpjr
@jamalcharliee
@catturd2
@kirkmeighoo
@danniawesome

Top Mentioned in G8:
@pauledawson
@allentien
@gretathunberg
@irishtimes
@wedonthavetime
@williamhboney1
@climate
@tentoads4truth

Top Mentioned in G9:
@climateben
@drbirute
@pauledawson
@jhaue
@gretathunberg
@wedonthavetime
@fragmansixty9
@cathynewman
@thrasher_dk
@rt_com

Top Mentioned in G10:
@tveitdal
@andre_carrilho
@climate
@gernotwagner
@dntwit
@business
@afreedma
@naomioreskes
@climateben
@neweconforum

Top Tweeters
Top Tweeters in Entire Graph:
@matthewtwihard
@belizean_bz
@the_news_diva
@jurylady5
@marcodacostafx
@british_airways
@falconhamada_90
@geoffrey_payne
@kat4obama
@duo_koji

Top Tweeters in G1:
@tammywalt61
@ymcglaun
@bamaperry
@simplify77
@marckymarc40
@lgcomin
@tamaraj86611162
@dondorey1
@cookingconquest
@extraebe007

Top Tweeters in G2:
@500kflea
@c_mbadu
@kaybvb
@fcukign
@ddavinadreamy
@drivenbytatiana
@lebzmashego
@wethejade
@sirjamesa12
@ddm91

Top Tweeters in G3:
@duo_koji
@der_bluthund
@welfordwrites
@ikateufel
@soccerreform
@aspiemum
@trumpquotesbot
@intelwar
@charlierichmond
@investwatchblog

Top Tweeters in G4:
@himurotakasi
@eddarrell
@hwholcomb
@rmack2x
@latinmass9876
@latimes
@reddragonfly19
@teajunkie1
@arifjamallodhi
@havenaar64

Top Tweeters in G5:
@miguelhilargiak
@mwhalan
@emperatriz1827
@uncleprober
@pauljimerson
@time
@kkalmes2
@boletusedulius
@ansisegle
@kevinrns

Top Tweeters in G6:
@billm9
@ladydshops
@cabbobby
@skynewsaust
@trumps_all
@pauladuvall2
@johnnieoil
@njlefty67
@laureta22
@heritage

Top Tweeters in G7:
@jetrotter
@carolynyadayada
@yoakumgirl923
@weldtowrite
@hacks4001
@verona83
@psgcindy
@realcanuck7
@georgiadaskalos
@eltheus

Top Tweeters in G8:
@geoffrey_payne
@irishtimes
@joshollegien
@avonan
@allentien
@gadflyquebec
@ht4ecosocialism
@gailbriggs8
@shirleydebalsi
@lindadoherty4

Top Tweeters in G9:
@alizardx
@rt_com
@annie5133
@christoclifford
@talieisatalie
@timmorton2
@pauldutton1968
@aconvict
@sallymos
@ukmav

Top Tweeters in G10:
@marcodacostafx
@business
@ken_crichlow
@tess_blue815
@beatricelacy
@phpress
@dntwit
@nraimano
@kfseattle
@gnomeoffender


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