global warming, Twitter, 9/29/2020 7:07:31 PM, 236276


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global warming_2020-09-28_22-37-07.xlsx
global warming_2020-09-28_22-37-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 29, 2020
Short Description:
global warming via NodeXL https://bit.ly/30gRTFc
@climateben
@david_lunt
@realdonaldtrump
@robgmacfarlane
@tintincognito
@show_sharp
@saleemulhuq
@birdgirluk
@vishal_bathinda
@gubie_gubie

Top hashtags:
#pmimrankhanatunga
#letssavemotherearth
#climatechange

Description:
Description
The graph represents a network of 9,588 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 Tuesday, 29 September 2020 at 05:46 UTC.

The requested start date was Monday, 28 September 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 3-day, 16-hour, 37-minute period from Thursday, 24 September 2020 at 07:23 UTC to Monday, 28 September 2020 at 00:00 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 : 9588
Unique Edges : 6521
Edges With Duplicates : 10330
Total Edges : 16851
Number of Edge Types : 5
Retweet : 4682
MentionsInRetweet : 6302
Tweet : 1533
Replies to : 1571
Mentions : 2763
Self-Loops : 1620
Reciprocated Vertex Pair Ratio : 0.0118525896414343
Reciprocated Edge Ratio : 0.0234275027069593
Connected Components : 2004
Single-Vertex Connected Components : 754
Maximum Vertices in a Connected Component : 3634
Maximum Edges in a Connected Component : 8539
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.875926
Graph Density : 0.00011051982984015
Modularity : 0.619791
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,588 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 Tuesday, 29 September 2020 at 05:46 UTC.

The requested start date was Monday, 28 September 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 3-day, 16-hour, 37-minute period from Thursday, 24 September 2020 at 07:23 UTC to Monday, 28 September 2020 at 00:00 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:
[72] https://www.bbc.co.uk/news/science-environment-54278988
[61] https://trib.al/y2liUZF
[48] https://www.abc.net.au/news/2020-09-25/snow-falls-in-sa-during-cold-snap/12701554
[29] https://www.bbc.com/news/science-environment-54278988
[24] https://www.dailymail.co.uk/sciencetech/article-8772043/Ecology-Komodo-dragons-driven-extinction-global-warming-rising-sea-levels.html?ito=social-twitter_mailonline
[20] https://www.weforum.org/agenda/2020/09/climate-feedback-climate-change-forest-fires?utm_source=twitter&utm_medium=social_scheduler&utm_term=United+States&utm_content=24/09/2020+19:15
[20] https://www.weforum.org/agenda/2020/09/climate-feedback-climate-change-forest-fires?utm_source=twitter&utm_medium=social_scheduler&utm_term=United+States&utm_content=24%2F09%2F2020+22%3A15
[20] https://en.wikipedia.org/wiki/Global_dimming
[19] https://www.washingtonpost.com/weather/2020/09/27/hurricanes-atlantic-coast-climate-change/
[18] https://www.weforum.org/agenda/2020/09/carbon-emissions-net-zero-global-warming-climate-change

Top URLs in Tweet in G1:
[47] https://www.bbc.co.uk/news/science-environment-54278988
[13] https://www.washingtonpost.com/weather/2020/09/27/hurricanes-atlantic-coast-climate-change/
[12] https://www.bbc.com/news/science-environment-54278988
[5] https://www.sciencenews.org/article/global-warming-practically-irreversible-antarctic-melting
[4] https://cleantechnica.com/2020/09/25/doing-something-about-global-warming-is-cheaper-than-doing-nothing/
[3] http://acecomments.mu.nu/?post=390459
[3] https://twitter.com/MarketWatch/status/1308959892292726784
[3] https://twitter.com/i/events/1308763383466844164
[3] https://www.standard.co.uk/showbiz/celebrity-news/david-attenborough-joins-instagram-global-warming-a4555451.html
[3] https://t.co/SE0kUx3ZTV

Top URLs in Tweet in G2:
[9] https://www.bbc.co.uk/news/science-environment-54278988
[8] https://www.independent.co.uk/environment/arctic-sea-ice-melt-2035-met-office-climate-change-a9665046.html
[2] https://www.theguardian.com/environment/2009/apr/14/global-warming-target-2c
[2] https://www.latimes.com/opinion/story/2019-09-13/global-warming-climate-change-science-activism-jonathan-franzen
[2] https://www.independent.co.uk/environment/global-warming-viruses-climate-change-infectious-diseases-study-a9704056.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1599202019
[1] https://www.climatechangenews.com/2020/08/03/worst-case-global-warming-scenario-still-best-guide-2050-study-says/
[1] https://theconversation.com/just-how-hot-will-it-get-this-century-latest-climate-models-suggest-it-could-be-worse-than-we-thought-137281
[1] https://climate.nasa.gov/news/2458/why-a-half-degree-temperature-rise-is-a-big-deal/
[1] https://twitter.com/ClimateBen/status/1279378054549250059
[1] https://insideclimatenews.org/news/07042020/global-warming-ecosystem-biodiversity-rising-heat-species?amp&__twitter_impression=true&=&__twitter_impression=true

Top URLs in Tweet in G3:
[3] https://stovouno.org/2019/01/26/top-nz-scientist-describes-global-warming-as-pseudo-science/amp/?__twitter_impression=true
[3] https://www.theguardian.com/environment/2009/jan/18/jim-hansen-obama
[3] https://twitter.com/ReutersScience/status/1309179169541173248
[2] http://www.nw-connection.com/?p=3867
[2] https://agree-to-disagree.com
[2] https://www.ucsusa.org/resources/global-warming-happening-and-humans-are-primary-cause
[1] https://yournewswire.com/global-warming-scientist-theory/
[1] https://www.youtube.com/watch?v=3VK25sXBS7M&feature=youtu.be

[1] https://www.sciencedirect.com/science/article/pii/S1364682618305030
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2525-0

Top URLs in Tweet in G4:
[1] https://twitter.com/khurramSalam5/status/1309571141082722304

Top URLs in Tweet in G5:
[2] https://townhall.com/tipsheet/bronsonstocking/2019/10/25/california-burning-n2555379?utm_source=thdaily&utm_medium=email&utm_campaign=nl&newsletterad=10%2F26%2F2019&bcid=16cf4ad7c0537964c47ea0e0d4e5880c&recip=18447779&fbclid=IwAR3OdQr6tcCN5p-1COnQ20eheb35yIvE4882r7jPVPgyL8rdKe2wNRCkbpM
[2] https://blog.iammarketingmedia.com/global-warming-may-lead-to-practically-irreversible-antarctic-melting-science-news/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[2] https://climateprimer.mit.edu
[2] https://www.scientificamerican.com/article/climate-change-is-becoming-a-top-threat-to-biodiversity/
[2] https://www.skepticalscience.com/global-warming-scientific-consensus-intermediate.htm
[1] https://en.m.wikipedia.org/wiki/Scientific_consensus_on_climate_change#Consensus_points
[1] https://www.climatedepot.com/2014/11/20/its-official-there-are-now-66-excuses-for-temp-pause-updated-list-of-66-excuses-for-the-18-26-year-pause-in-global-warming/
[1] https://twitter.com/MachineStopper/status/1308301457112797184
[1] http://tomnelson.blogspot.com/2019/06/useful-notes-for-climate-skeptics.html
[1] https://twitter.com/pdog326/status/1305071179938422784

Top URLs in Tweet in G6:
[1] https://login.live.com/login.srf?wa=wsignin1.0&rpsnv=12&ct=1468504883&rver=6.6.6556.0&wp=MBI_SSL&wreply=https%3a%2f%2foutlook.live.com%2fowa%2f&id=292841&CBCXT=out&fl=wld

Top URLs in Tweet in G7:
[3] https://www.usatoday.com/story/news/nation/2020/09/10/climate-change-covid-19-does-global-warming-fuel-pandemics/5749582002/
[1] https://www.smh.com.au/politics/federal/dreyfus-labels-frontbench-colleague-idiot-for-hunter-in-heated-energy-debate-20200924-p55ywq.html
[1] https://www.nytimes.com/2020/09/24/climate/ocean-heat-waves-blob.html?smid=tw-share
[1] https://www.bbc.com/news/science-environment-54278988
[1] https://news.un.org/en/story/2020/09/1073852
[1] https://www.statista.com/chart/20404/mean-annual-temperature-anomaly-in-australia-and-the-world/
[1] https://www.zmescience.com/science/denialists-100-consensus-anthropogenic-global-warming/
[1] https://www.dailymail.co.uk/sciencetech/article-8772043/Ecology-Komodo-dragons-driven-extinction-global-warming-rising-sea-levels.html?ito=social-twitter_mailonline
[1] https://twitter.com/BallaratHealth/status/1309356126694064133

Top URLs in Tweet in G8:
[2] https://www.bbc.co.uk/news/science-environment-54278988
[1] https://time.com/5890172/arctic-sea-ice-minimum-2020/
[1] https://www.theguardian.com/environment/2016/mar/21/eat-less-meat-vegetarianism-dangerous-global-warming

Top URLs in Tweet in G9:
[46] https://www.abc.net.au/news/2020-09-25/snow-falls-in-sa-during-cold-snap/12701554
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DX2q9BT2LIUA&q=EgS4SO-bGK6Ty_sFIhkA8aeDS7askJh9JiZCnu3VUq-mLbIhmlP5MgFy
[1] https://www.abc.net.au/news/2020-09-24/bom-forecasts-cold-snap-on-the-way-south-east-australia/12697270
[1] https://twitter.com/weatherzone/status/1310085371779186688
[1] https://twitter.com/3aw693/status/1309284233886621696
[1] https://www.news.com.au/technology/environment/winter-blast-brings-snow-storms-and-rain-to-victoria/news-story/bb4f9f786aa6e34cc2c3e7af4a7259dc#.7p9sz
[1] https://twitter.com/abcnews/status/1308993462323367936
[1] https://twitter.com/SkyNewsAust/status/1308285962582065152
[1] https://www.weatherzone.com.au/news/snow-falls-in-south-australia-hail-lashes-adelaide-in-unusually-chilly-september-cold-snap/532564
[1] https://intangibl.es/?out.it

Top URLs in Tweet in G10:
[7] https://www.rebelnews.com/gunn_show_september_23_2020
[2] https://tnc.news/2020/09/23/kevin-sorbo-in-new-film-exposing-climate-alarmisms-agenda-of-control/
[1] https://twitter.com/therealkeean/status/1309551232902508546
[1] https://twitter.com/UNICEF/status/1309116625413697536
[1] https://www.dailymail.co.uk/news/article-8771469/UK-weather-SNOW-hits-North-temperatures-plunge-5C.html
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D3ZyH69nfvJc&q=EgS4SO-bGP-Ty_sFIhkA8aeDS3WFF7fTnqB7asqNzSiJwHLmgWTPMgFy
[1] https://www.abc.net.au/news/2020-09-25/snow-falls-in-sa-during-cold-snap/12701554
[1] https://www.youtube.com/watch?v=T1XkbRYuQlI&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[327] twitter.com
[162] co.uk
[77] weforum.org
[65] trib.al
[51] net.au
[37] youtube.com
[36] bloomberg.com
[34] washingtonpost.com
[31] bbc.com
[26] nytimes.com

Top Domains in Tweet in G1:
[194] twitter.com
[63] co.uk
[16] washingtonpost.com
[12] bbc.com
[9] nytimes.com
[6] youtube.com
[6] blogspot.com
[6] t.co
[5] sciencenews.org
[5] cleantechnica.com

Top Domains in Tweet in G2:
[21] co.uk
[3] theguardian.com
[3] twitter.com
[2] latimes.com
[1] climatechangenews.com
[1] theconversation.com
[1] nasa.gov
[1] insideclimatenews.org
[1] nature.com
[1] ecowatch.com

Top Domains in Tweet in G3:
[6] twitter.com
[4] climatism.blog
[3] stovouno.org
[3] theguardian.com
[3] agree-to-disagree.com
[2] nw-connection.com
[2] nature.com
[2] ucsusa.org
[1] yournewswire.com
[1] youtube.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[4] twitter.com
[4] skepticalscience.com
[4] co.uk
[2] wikipedia.org
[2] townhall.com
[2] iammarketingmedia.com
[2] mit.edu
[2] scientificamerican.com
[2] theguardian.com
[2] yaleclimateconnections.org

Top Domains in Tweet in G6:
[1] live.com

Top Domains in Tweet in G7:
[3] usatoday.com
[1] com.au
[1] nytimes.com
[1] bbc.com
[1] un.org
[1] statista.com
[1] zmescience.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G8:
[2] co.uk
[1] time.com
[1] theguardian.com

Top Domains in Tweet in G9:
[47] net.au
[6] twitter.com
[2] com.au
[2] google.com
[1] intangibl.es

Top Domains in Tweet in G10:
[7] rebelnews.com
[2] twitter.com
[2] tnc.news
[1] co.uk
[1] google.com
[1] net.au
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[394] pmimrankhanatunga
[93] letssavemotherearth
[60] climatechange
[37] globalwarming
[31] fartingcrickets
[29] pmikoncemoreatunga
[23] climatecrisis
[23] savethecows
[23] aoc
[22] chemtrails



Top Hashtags in Tweet in G1:
[21] climatechange
[7] globalwarming
[7] climatecrisis
[7] climate
[6] global
[6] pmimrankhanatunga
[6] fairshare
[5] climateemergency
[4] pollution
[4] change

Top Hashtags in Tweet in G2:
[7] climatecrisis
[2] siberia
[1] climateemergency

Top Hashtags in Tweet in G3:
[4] globalwarming
[1] co2
[1] auspol
[1] goddamnretarded
[1] climatechange

Top Hashtags in Tweet in G4:
[327] pmimrankhanatunga
[12] امت_کا_ترجمان_عمران
[2] pmkhanguidingunga
[2] کپتان_آپ_چھاگے
[2] imrankhan
[2] unga
[2] ungapakistan75
[1] npa
[1] dostigroup
[1] islamophobia

Top Hashtags in Tweet in G5:
[2] climatechange
[2] mit
[2] biodiversity
[1] climatecrisis
[1] art
[1] astronomy
[1] bigdata
[1] biology
[1] chemistry
[1] class

Top Hashtags in Tweet in G6:
[92] letssavemotherearth
[1] changethechamber

Top Hashtags in Tweet in G7:
[1] auspol
[1] insiders
[1] bluepacific

Top Hashtags in Tweet in G8:
[1] nationalcornedbeefhashday
[1] cornedbeefhashday
[1] worldschoolmilkday
[1] schoolmilkday

Top Hashtags in Tweet in G9:
[9] auspol
[7] sackdanandrews
[2] etw
[1] parody
[1] climatechange

Top Hashtags in Tweet in G10:
[2] cdnpoli
[1] climatehustle2
[1] youdabest

Top Words
Top Words in Tweet in Entire Graph:
[5875] global
[5327] warming
[1672] climate
[1002] change
[724] arctic
[688] ice
[567] more
[537] trees
[521] see
[493] planet

Top Words in Tweet in G1:
[925] global
[912] warming
[173] more
[156] climate
[136] change
[87] planet
[76] california
[72] money
[68] pollution
[68] nature

Top Words in Tweet in G2:
[472] global
[450] climateben
[432] climate
[415] arctic
[414] change
[397] ice
[392] see
[389] crop
[388] free
[388] failures

Top Words in Tweet in G3:
[94] global
[88] warming
[28] climate
[14] dawntj90
[13] kenneth72712993
[12] science
[12] co2
[12] change
[11] jimdtweet
[11] over400ppm

Top Words in Tweet in G4:
[344] peace
[342] address
[334] covid
[333] neighbors
[333] 19
[333] money
[332] imrankhanpti
[331] pm
[327] #pmimrankhanatunga
[322] laundering

Top Words in Tweet in G5:
[226] global
[203] warming
[68] joebiden
[63] realdonaldtrump
[50] climate
[38] change
[27] planet
[26] ewe
[22] science
[21] working

Top Words in Tweet in G6:
[253] fact
[251] eat
[251] furits
[251] vegetables
[251] gardens
[251] ignore
[251] destroying
[249] planet
[248] ways
[222] sre

Top Words in Tweet in G7:
[214] dougcameron51
[186] labor
[186] anti
[185] depressing
[185] frontbencher
[185] clareoneilmp
[185] exclusively
[185] sharing
[185] neoliberal
[185] dogma

Top Words in Tweet in G8:
[254] global
[252] warming
[249] arctic
[249] climate
[248] already
[247] effects
[247] severe
[247] shifting
[246] robgmacfarlane
[245] stopped

Top Words in Tweet in G9:
[181] global
[181] warming
[127] snow
[88] september
[63] cold
[55] davemyface
[51] snap
[49] australia
[48] south
[47] falls

Top Words in Tweet in G10:
[141] violent
[141] environmental
[141] extremist
[141] radicalized
[141] hateful
[141] language
[141] pumped
[141] daily
[141] cathmckenna
[140] ezralevant

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5183] global,warming
[948] climate,change
[396] ice,free
[396] crop,failures
[394] change,beginners
[394] beginners,arctic
[394] arctic,becomes
[394] becomes,ice
[394] free,global
[394] global,crop

Top Word Pairs in Tweet in G1:
[899] global,warming
[125] climate,change
[75] warming,climate
[57] money,pump
[57] pump,overpopulated
[57] overpopulated,countries
[57] countries,fuel
[57] fuel,more
[57] more,economic
[57] economic,demographic

Top Word Pairs in Tweet in G2:
[413] climate,change
[388] ice,free
[388] crop,failures
[387] change,beginners
[387] beginners,arctic
[387] arctic,becomes
[387] becomes,ice
[387] free,global
[387] global,crop
[387] failures,kills

Top Word Pairs in Tweet in G3:
[78] global,warming
[10] climate,change
[6] twtthisisnow,fcmfcs2019
[6] stevenmosher,jimdtweet
[6] question,global
[6] warming,going
[6] going,increase
[6] increase,threat
[6] threat,more
[6] more,frequent

Top Word Pairs in Tweet in G4:
[333] peace,neighbors
[333] covid,19
[332] neighbors,covid
[331] 19,money
[322] money,laundering
[319] address,peace
[316] pm,imrankhanpti
[307] imrankhanpti,'s
[305] 's,address
[301] summar,pm

Top Word Pairs in Tweet in G5:
[195] global,warming
[35] climate,change
[19] working,together
[19] together,effectively
[19] effectively,tackle
[19] tackle,global
[19] global,problems
[19] problems,poverty
[19] poverty,global
[19] warming,ensuring

Top Word Pairs in Tweet in G6:
[251] eat,furits
[251] furits,vegetables
[251] vegetables,gardens
[251] gardens,ignore
[251] ignore,fact
[248] planet,ways
[246] destroying,planet
[222] fact,sre
[222] sre,destroying
[185] global,warming

Top Word Pairs in Tweet in G7:
[185] depressing,labor
[185] labor,frontbencher
[185] frontbencher,clareoneilmp
[185] clareoneilmp,exclusively
[185] exclusively,sharing
[185] sharing,neoliberal
[185] neoliberal,dogma
[185] dogma,murdoch
[185] murdoch,anti
[184] dougcameron51,depressing

Top Word Pairs in Tweet in G8:
[252] global,warming
[247] effects,global
[247] warming,arctic
[247] arctic,severe
[247] severe,climate
[247] climate,already
[247] already,shifting
[245] stopped,effects
[244] robgmacfarlane,stopped
[4] channel,great

Top Word Pairs in Tweet in G9:
[179] global,warming
[51] cold,snap
[47] snow,falls
[47] falls,south
[47] south,australia
[46] davemyface,global
[46] warming,causes
[46] causes,snow
[46] snow,snow
[46] australia,unusually

Top Word Pairs in Tweet in G10:
[141] violent,environmental
[141] environmental,extremist
[141] extremist,radicalized
[141] radicalized,hateful
[141] hateful,language
[141] language,pumped
[141] pumped,daily
[141] daily,cathmckenna
[140] ezralevant,violent
[26] global,warming

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@sarahcpr
@realcandaceo
@realdonaldtrump
@brhodes
@marketwatch
@nytimes
@therealenemies
@elonmusk
@gavinnewsom

Top Replied-To in G1:

Top Replied-To in G2:
@thesnowdreamer
@metwatchuk
@climateben
@climatehuman
@gwreis
@greenand_brown

Top Replied-To in G3:
@dawntj90
@hji45519156
@geraldkutney
@mario81553557
@captbobdad
@nikolausbourba2
@brandondaly2018
@jsharkjill
@htservadac
@fcmfcs2019

Top Replied-To in G4:
@sanasayemrao
@waqas_amjaad
@maddywithkhan
@ghulamhusainpk
@anwarlodhi
@ansaarmy

Top Replied-To in G5:
@joebiden
@realdonaldtrump
@thehill
@dave_suchorski
@kamalaharris
@dld64376621
@gop
@techforceprime
@seek_not
@guy_faucher

Top Replied-To in G6:
@insa_annu12
@derasachasauda
@uschamber

Top Replied-To in G7:
@jefftonna1
@thespecialbka

Top Replied-To in G8:
@robgmacfarlane

Top Replied-To in G9:
@davemyface
@johnruddick2
@newscomauhq
@markc01
@catherine___c
@7newsmelbourne
@bluestflame1
@timsmithmp
@ellymelly
@johnrhewson

Top Replied-To in G10:
@michaelcoudrey
@davidakin
@fukushimaexpos2
@ksorbs

Top Mentioned
Top Mentioned in Entire Graph:
@climateben
@imrankhanpti
@ptiofficial
@robgmacfarlane
@dougcameron51
@clareoneilmp
@gurmeetramrahim
@vishal_bathinda
@cathmckenna
@ezralevant

Top Mentioned in G1:
@thad_cthad4
@allentien
@ppjkis
@kraus_read
@mattd1004
@thepostsynaptic
@earthkikashi
@drew_smock
@nap_qveen
@robdunning64

Top Mentioned in G2:
@climateben
@climatehuman
@andybrown1_
@mikeokuda
@bern_identity
@wctorrance
@dharinipart
@pfdearth
@jessicawins
@independent

Top Mentioned in G3:
@kenneth72712993
@jimdtweet
@over400ppm
@dawntj90
@bubbasranch
@twtthisisnow
@stevenmosher
@robhon_
@spurglyd
@setophaga9

Top Mentioned in G4:
@imrankhanpti
@ptiofficial
@euphoriaaimed
@nabeelbhatti59
@alirazatweets
@fm00786
@khurramsalam5
@imrankhan
@waqas_amjaad
@hashmirwp

Top Mentioned in G5:
@realdonaldtrump
@joebiden
@presssec
@tentinytweets
@gop
@therock
@kamalaharris
@hkrassenstein
@thedemocrats
@wdunlap

Top Mentioned in G6:
@gurmeetramrahim
@vishal_bathinda
@insa_annu12
@mamtain43541152
@derasachasauda
@softness_alert
@rekhabansalmom
@insanrohit2515
@jonyinsa7777
@singh48722288

Top Mentioned in G7:
@dougcameron51
@clareoneilmp
@markdreyfusqcmp
@profpcdoherty
@wtmpacific
@thespecialbka
@btckr
@adambandt
@rusticello
@usato

Top Mentioned in G8:
@robgmacfarlane
@worldchampsx2
@climateben
@herbivore_club
@dixongeog
@jamie_woodward_
@mhehedzherting

Top Mentioned in G9:
@davemyface
@markc01
@johnruddick2
@ausantileft
@gougle_lads
@newscomauhq
@aussieval10
@johnrhewson
@surfbird03
@viola1500

Top Mentioned in G10:
@cathmckenna
@ezralevant
@andrewlawton
@ksorbs
@franktmcveety
@rebelne
@bret_sears
@truenorthcentre
@climatedepot
@climaterealists

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@gocoo_59
@gocoo
@vaporware
@jurylady5
@marcodacostafx
@chris_1791
@moonbootica
@geoffrey_payne
@duo_koji

Top Tweeters in G1:
@vaporware
@duo_koji
@radioridethewav
@albertarabbit
@stanleysuen
@un1v3rs0z3r0
@eschertology
@trumpquotesbot
@allentien
@fireelfm

Top Tweeters in G2:
@rjber15
@independent
@jrweaver55
@laura78703
@ironfalcon77
@richardtuffin
@c255666a459a495
@zebrafinch
@jwomack
@greennomad61

Top Tweeters in G3:
@eddarrell
@rmack2x
@latinmass9876
@gadflyquebec
@drumeshprabhu
@reddragonfly19
@arifjamallodhi
@havenaar64
@eachus
@tokyo_tom

Top Tweeters in G4:
@noahalishah
@twtsmh
@muhamadafzalecp
@19sahsanraza
@dgbhutta
@ptiofficial
@alirazatweets
@asadanwarr
@fasooooooooo
@fayyaz_fayaz

Top Tweeters in G5:
@iam__network
@thehill
@outnow45
@moisturevapor8r
@lsferguson
@qtanon1
@tan123
@foxnewsmom
@doctorcherokee
@metoffice

Top Tweeters in G6:
@vbinsan1
@deepak2013bans1
@vbbansal2
@jagjitsingh371
@insanmeet25
@ramadvocate4
@rajniin48551148
@jasesidhu
@jatininsansirsa
@insa84243111

Top Tweeters in G7:
@jurylady5
@davidbewart
@3wombats
@yathinkn
@cunningham_cch
@darylgibson
@pingachoo
@emlafudd
@broomstick33
@roseannebyrne

Top Tweeters in G8:
@derekjohnbryant
@cwharlow
@drrimmer
@paul_trembath
@andypeacock999
@proglocommons
@unetomaterouge
@heather_c_c
@ctrentham88
@jaraparilla

Top Tweeters in G9:
@whosfibbing
@tyrelle123
@plbrocks
@skynewsaust
@newscomauhq
@7newsmelbourne
@melodymac51
@ritapanahi
@iabfe
@wellldoyou

Top Tweeters in G10:
@organic2016
@traveller_makk
@fl85
@mooseman1956
@maegan_laporte
@wmathison
@mamamadisons
@maureen_luggar
@starfortress
@janie_st_k


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