global warming, Twitter, 10/11/2021 6:32:54 AM, 264285


FAQ | Problem?

global warming_2021-10-10_22-48-44.xlsx
global warming_2021-10-10_22-48-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 11, 2021
Short Description:
global warming via NodeXL https://bit.ly/3asEhLH
@climateben
@sdg13un
@akshatrathi
@cop26
@pauledawson
@tintincognito
@khayhoe
@corradotopi
@nobelprize
@tonyhussein4

Top hashtags:
#nftbooks
#climatechange
#globalwarming
#cop26
#nytimes
#guardian
#wsj
#climate

Description:
Description
The graph represents a network of 9,005 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, 11 October 2021 at 05:58 UTC.

The requested start date was Monday, 11 October 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 3-day, 3-hour, 51-minute period from Thursday, 07 October 2021 at 19:03 UTC to Sunday, 10 October 2021 at 22:55 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 9005
Unique Edges : 6550
Edges With Duplicates : 12590
Total Edges : 19140
Number of Edge Types : 5
Tweet : 1626
Retweet : 4388
MentionsInRetweet : 6458
Mentions : 4813
Replies to : 1855
Self-Loops : 1730
Reciprocated Vertex Pair Ratio : 0.0133772780147344
Reciprocated Edge Ratio : 0.026401377463172
Connected Components : 2109
Single-Vertex Connected Components : 831
Maximum Vertices in a Connected Component : 2626
Maximum Edges in a Connected Component : 7135
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.219838
Graph Density : 0.000128932763796015
Modularity : 0.55346
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,005 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, 11 October 2021 at 05:58 UTC.

The requested start date was Monday, 11 October 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 3-day, 3-hour, 51-minute period from Thursday, 07 October 2021 at 19:03 UTC to Sunday, 10 October 2021 at 22:55 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : global warming
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[63] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[32] https://www.dumptheguardian.com/environment/2019/feb/06/met-office-global-warming-could-exceed-1-point-5-c-in-five-years
[18] https://www.hanhikivi1.fi/en/article-page/opinions-are-clear-no-global-warming-yes-nuclear-power#.YWEaYicDD54.twitter
[12] https://insideclimatenews.org/news/10102021/coastal-fog-global-warming/
[10] https://news.yahoo.com/what-is-the-greenhouse-effect-and-how-does-it-lead-to-global-warming-155442397.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[10] https://thefederalist.com/2021/10/08/getting-beyond-global-warming-alarmism-to-find-real-solutions/
[9] https://www.theblaze.com/news/google-youtube-global-warming-skepticism
[8] https://www.youtube.com/watch?v=ANMTPF1blpQ&feature=youtu.be

[8] http://brisam9.blogspot.com/2014/01/micro-mirrors-shield-protecting-earth.html
[6] https://www.adelaidenow.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.adelaidenow.com.au%2ftechnology%2fenvironment%2fmission-zero-how-climate-change-global-warming-is-affecting-earth%2fnews-story%2fbdc866a21b994994db8ca5b8da750114

Top URLs in Tweet in G1:
[9] https://www.theblaze.com/news/google-youtube-global-warming-skepticism
[4] https://www.msn.com/en-au/news/other/global-warming-proponents-say-listen-to-the-scientists-but-don-t-present-any-dean/ar-BB1gU2uR?ocid=msedgntp
[3] https://twitter.com/BarnettforAZ/status/1447026878443708423
[3] https://www.breitbart.com/environment/2021/10/09/pope-francis-calls-for-urgent-action-to-curb-global-warming/
[3] https://twitter.com/WizePenguin/status/1447175681314459662
[3] https://twitter.com/rob_kimbell/status/1447193148153806848
[3] https://kokushoku.com/telepathy-informant-science-problem-01-global-warming-cause/
[3] https://insideclimatenews.org/news/10102021/coastal-fog-global-warming/
[2] https://www.carbonbrief.org/china-briefing-7-october-2021-all-out-to-beat-power-shortages-2050-net-zero-for-airlines-critical-decade-for-global-warming
[2] https://twitter.com/theeconomist/status/1445798900611395590

Top URLs in Tweet in G2:
[4] https://climatechangedispatch.com/global-warming-shock-antarctica-has-coldest-winter-on-record/
[2] https://www.quora.com/What-is-anthropogenic-global-warming/answer/BJ-Chippindale
[2] https://news.climate.columbia.edu/2019/07/30/co2-drives-global-warming/
[2] https://www.ucsusa.org/resources/debunking-misinformation-about-stolen-climate-emails?ref=patrick.net
[2] https://climatefeedback.org/claimreview/in-viral-turning-point-usa-video-candace-owens-and-charlie-kirk-falsely-claim-there-is-no-evidence-of-global-warming-and-scientists-dont-know-the-cause/
[2] https://notrickszone.com/2021/10/09/thunderous-new-atmosphere-publication-warming-of-last-20-years-mainly-caused-by-cloud-changes/
[2] https://nationalpost.com/opinion/rex-murphy-the-green-folly-about-to-unfold-in-glasgow-could-leave-you-cold
[1] https://cliffmass.blogspot.com/2021/07/was-global-warming-cause-of-great.html?m=1
[1] https://gml.noaa.gov/ccgg/trends/weekly.html
[1] https://www.technologyreview.com/2003/12/17/233493/medieval-global-warming/

Top URLs in Tweet in G3:
[32] https://www.dumptheguardian.com/environment/2019/feb/06/met-office-global-warming-could-exceed-1-point-5-c-in-five-years
[8] https://www.youtube.com/watch?v=ANMTPF1blpQ&feature=youtu.be

[8] http://brisam9.blogspot.com/2014/01/micro-mirrors-shield-protecting-earth.html
[2] https://www.sciencedaily.com/releases/2018/03/180307095210.htm
[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
[1] https://psmag.com/environment/global-warming-is-putting-phytoplankton-in-danger
[1] https://www.scientificamerican.com/article/the-ocean-is-running-out-of-breath-scientists-warn/
[1] https://academic.oup.com/bioscience/article/67/12/1026/4605229

Top URLs in Tweet in G4:
[4] https://news.yahoo.com/what-is-the-greenhouse-effect-and-how-does-it-lead-to-global-warming-155442397.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[2] https://www.livescience.com/antarctica-ice-free-climate-change.html
[2] https://www.scidev.net/global/news/code-red-for-humanity-un-climate-report-warns/
[1] https://thehill.com/policy/energy-environment/574977-manchin-clashes-with-fellow-democrats-over-fossil-fuel-demands
[1] https://www.independent.co.uk/environment/climate-change-carbon-dioxide-levels-high-history-warming-global-temperatures-a8911331.html
[1] https://www.wri.org/insights/ambitious-climate-action-g20-countries-can-limit-global-warming-17-degrees-c
[1] https://news.sky.com/story/cutting-human-sources-of-methane-would-reduce-global-warming-and-improve-human-health-scientists-12298535
[1] https://www.euractiv.com/section/global-europe/opinion/nord-stream-2-security-and-climate-wrecking-ball/
[1] https://www.washingtonpost.com/weather/2021/10/09/north-pole-ozone-hole-studies/
[1] https://www.commondreams.org/news/2021/10/07/pivotal-moment-iea-says-cutting-methane-fossil-fuels-75-2030-essential

Top URLs in Tweet in G5:
[1] https://twitter.com/marioirivarren/status/1445919113222701056
[1] https://twitter.com/golshahian/status/1446175199309688833

Top URLs in Tweet in G6:
[5] https://eos.org/articles/how-do-you-know-if-youve-experienced-global-warming?mkt_tok=OTg3LUlHVC01NzIAAAF__6ElX0EgzAEGo0o3x3xzxmxR09P1WZAaJEvrqTVwPdtGyGDj88nXrj7Pmd6XYfcg6ZidNplrCqe2ekId3wyFrFr_tdS1D3kfA7PRIoY
[1] https://www.carbonbrief.org/analysis-how-well-have-climate-models-projected-global-warming
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DdGF4-JyHh_8&q=EgS4SO-bGIOij4sGIhCNnfedQwdBs2DcLvRnkeeYMgFy
[1] https://twitter.com/NobelPrize/status/1445325078451867651
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DnnMJedLHjpY&q=EgS4SO-bGP-hj4sGIhALxTA48fTNTosHrsktjQq1MgFy
[1] https://www.salon.com/2021/10/07/meet-the-christian-climate-scientist-wants-to-de-politicize-the-climate-conversation/
[1] https://www.npr.org/2021/10/05/1043372978/global-coral-reef-loss-report-climate-change-warming-oceans
[1] https://twitter.com/wef/status/1446113130749173778
[1] https://www.weforum.org/agenda/2021/10/trio-win-physics-nobel-for-work-deciphering-chaotic-climate?utm_source=twitter&utm_medium=social_video&utm_term=1_1&utm_content=24028_scientists_Nobel_climate_change&utm_campaign=social_video_2021
[1] https://www.youtube.com/watch?v=jzXPsqbMMV0&feature=youtu.be


Top URLs in Tweet in G7:
[9] https://insideclimatenews.org/news/10102021/coastal-fog-global-warming/
[6] https://hseneker.blogspot.com
[2] https://www.gov.ie/en/press-release/6e53e-minister-humphreys-launches-start-of-new-fuel-season/#
[1] https://news.yahoo.com/what-is-the-greenhouse-effect-and-how-does-it-lead-to-global-warming-155442397.html
[1] https://www.gfdl.noaa.gov/global-warming-and-hurricanes/#summary-statement
[1] https://twitter.com/henrymcmaster/status/1445420925520855040
[1] https://www.theatlantic.com/health/archive/2021/04/rules-eating-fight-climate-change/618515/

Top URLs in Tweet in G8:
[4] https://www.latimes.com/projects/california-extreme-heat-deaths-show-climate-change-risks/
[1] https://www.cnn.com/videos/world/2021/10/07/rainforest-amazon-desforestation-fires-isa-soares-pkg-intl-ldn-vpx.cnn/video/playlists/around-the-wor
[1] https://twitter.com/TerryBo75849224/status/1446581306574266369

Top URLs in Tweet in G9:
[2] https://www.science.org/content/article/even-50-year-old-climate-models-correctly-predicted-global-warming?cookieSet=1
[1] https://climateactiontracker.org/press/global-update-projected-warming-from-paris-pledges-drops-to-two-point-four-degrees/
[1] https://www.fs.fed.us/rm/pubs/rmrs_p009/rmrs_p009_294_298.pdf
[1] https://twitter.com/mrjeliason/status/1446515282923622401
[1] https://www.dw.com/en/fact-check-is-global-warming-merely-a-natural-cycle/a-57831350

Top URLs in Tweet in G10:
[6] https://www.youtube.com/watch?v=SXxHfb66ZgM&feature=youtu.be

[3] https://sgkplanet.com/en/global-warming-greenhouse-effect-climate-change-and-their-relationships/
[2] https://electroverse.net/dr-roger-higgs-global-warming-and-cooling-for-last-2000-years-mimic-suns-magnetic-activity-not-co2/
[2] https://skepticalscience.com/why-global-warming-can-accelerate.html
[1] https://www.liverpoolecho.co.uk/news/liverpool-news/fracking-could-soon-take-place-16749024
[1] https://www.sott.net/article/459142-Dr-Roger-Higgs-exposes-breathtaking-scale-of-NASA-Hadcrut-temperature-fixing-fraud
[1] https://sgkplanet.com/en/magazine-all-about-global-warming/
[1] https://sgkplanet.com/en/global-warming-or-climate-change/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=87362695-2a1d-11ec-89b8-464269614d59&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMC0wNy9nb29nbGUtd29uLXQtZnVuZC1zaXRlcy15b3V0dWJlLXZpZGVvcy10aGF0LWRlbnktY2xpbWF0ZS1jaGFuZ2U/c3JuZD1ncmVlbiZzcmVmPTUyWldPNllN
[1] https://www.bostonglobe.com/2021/10/06/business/this-is-drug-climate-new-generation-boston-companies-is-trying-fight-global-warming/

Top Domains
Top Domains in Tweet in Entire Graph:
[322] twitter.com
[103] blogspot.com
[35] co.uk
[32] dumptheguardian.com
[30] msn.com
[29] youtube.com
[26] insideclimatenews.org
[20] thefederalist.com
[19] hanhikivi1.fi
[19] yahoo.com

Top Domains in Tweet in G1:
[190] twitter.com
[23] msn.com
[10] blogspot.com
[9] theblaze.com
[9] linkedin.com
[8] co.uk
[6] americanthinker.com
[5] youtube.com
[4] breitbart.com
[4] insideclimatenews.org

Top Domains in Tweet in G2:
[4] climatechangedispatch.com
[4] theguardian.com
[4] twitter.com
[3] climatefeedback.org
[2] blogspot.com
[2] quora.com
[2] columbia.edu
[2] carbonbrief.org
[2] co.uk
[2] ucsusa.org

Top Domains in Tweet in G3:
[32] dumptheguardian.com
[8] youtube.com
[8] blogspot.com
[5] thebulletin.org
[2] sciencedaily.com
[1] forbes.com
[1] geochemicalperspectivesletters.org
[1] cell.com
[1] psmag.com
[1] scientificamerican.com

Top Domains in Tweet in G4:
[4] yahoo.com
[2] livescience.com
[2] scidev.net
[2] wri.org
[1] thehill.com
[1] co.uk
[1] sky.com
[1] euractiv.com
[1] washingtonpost.com
[1] commondreams.org

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[6] eos.org
[3] twitter.com
[2] google.com
[1] carbonbrief.org
[1] salon.com
[1] npr.org
[1] weforum.org
[1] youtube.com
[1] tvo.org
[1] agu.org

Top Domains in Tweet in G7:
[9] insideclimatenews.org
[6] blogspot.com
[2] gov.ie
[1] yahoo.com
[1] noaa.gov
[1] twitter.com
[1] theatlantic.com

Top Domains in Tweet in G8:
[4] latimes.com
[1] cnn.com
[1] twitter.com

Top Domains in Tweet in G9:
[2] science.org
[1] climateactiontracker.org
[1] fed.us
[1] twitter.com
[1] dw.com

Top Domains in Tweet in G10:
[8] youtube.com
[5] sgkplanet.com
[3] twitter.com
[2] electroverse.net
[2] skepticalscience.com
[1] co.uk
[1] sott.net
[1] bloomberg.com
[1] bostonglobe.com
[1] shorenewsnetwork.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[289] nftbooks
[117] climatechange
[101] globalwarming
[56] cop26
[50] nytimes
[44] guardian
[44] wsj
[38] climate
[31] climateemergency
[30] climateaction



Top Hashtags in Tweet in G1:
[10] globalwarming
[8] climatechange
[6] climate
[5] cop26
[4] global
[4] climatecrisis
[4] news
[3] climateaction
[3] climateemergency
[3] global_warming

Top Hashtags in Tweet in G2:
[3] cop26
[2] theteamofrealscientistsforhumanity
[1] gretathunberg
[1] climatechange
[1] solarcycle
[1] co2

Top Hashtags in Tweet in G3:
[2] earth
[1] ocean
[1] climatecrisis
[1] cop26
[1] climateactionnow
[1] climateemergency
[1] climate

Top Hashtags in Tweet in G4:
[5] methane
[3] climateaction
[2] actonclimate
[2] climatechange
[1] wtpearth
[1] climatecrisis

Top Hashtags in Tweet in G5:
[289] nftbooks
[1] nftbs

Top Hashtags in Tweet in G6:
[5] buildbacksustainable
[2] scicomm
[2] climatechange
[2] nobelprize
[1] salontalks
[1] digitalstrike
[1] fridaysforfuture
[1] globalwater
[1] secondworldoceanassessment
[1] cop15

Top Hashtags in Tweet in G7:
[9] climate
[8] demvoice1
[6] wtpblue
[5] onev1
[5] freshresists
[1] ocean
[1] pandemicdiversion

Top Hashtags in Tweet in G10:
[6] climatechange
[6] gretathunberg
[5] cop26
[5] cop21
[5] climatecrisis
[4] climateaction
[3] parisagreement
[3] glasgow
[3] climateemergency
[2] globalwarming

Top Words
Top Words in Tweet in Entire Graph:
[6814] global
[6694] warming
[1419] climate
[1223] due
[1087] worried
[1083] trees
[1076] felling
[1059] world
[987] publish
[959] join

Top Words in Tweet in G1:
[1029] global
[1008] warming
[168] climate
[129] change
[77] more
[71] people
[60] sky
[58] news
[57] australia
[56] october

Top Words in Tweet in G2:
[173] global
[157] warming
[70] climate
[49] change
[45] ejwwest
[38] veritatem2021
[32] lo_vvriter
[32] bointongiles
[32] geraldkutney
[29] wreynolds20

Top Words in Tweet in G3:
[179] climateben
[148] global
[148] warming
[120] exceed
[114] postgrowth
[114] absolutely
[114] things
[114] stand
[114] exactly
[36] first

Top Words in Tweet in G4:
[342] gas
[228] natural
[198] warming
[169] global
[119] fossil
[116] fuel
[114] terrible
[114] place
[84] jeffmerkley
[84] build

Top Words in Tweet in G5:
[1076] worried
[1076] global
[1076] warming
[1076] due
[1076] felling
[1050] trees
[986] publish
[950] book
[948] join
[584] world

Top Words in Tweet in G6:
[119] global
[119] warming
[89] one
[88] day
[74] climate
[63] khayhoe
[45] statistics
[45] hot
[44] weather
[44] prove

Top Words in Tweet in G7:
[98] warming
[88] global
[73] world
[63] tonyhussein4
[45] change
[42] declining
[38] expanding
[38] 73
[38] destroy
[38] wetlands

Top Words in Tweet in G8:
[156] heat
[153] global
[153] warming
[150] extreme
[150] one
[150] deadliest
[150] consequences
[148] latimes
[143] death
[140] california

Top Words in Tweet in G9:
[103] years
[101] worth
[101] remembering
[101] less
[101] six
[101] ago
[101] ie
[101] before
[101] paris
[101] agreement

Top Words in Tweet in G10:
[63] global
[57] warming
[57] science
[40] peterdclack
[37] fake
[36] staggering
[36] scale
[36] misinformation
[36] used
[36] ipcc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6418] global,warming
[1081] worried,global
[1080] warming,due
[1076] due,felling
[1050] felling,trees
[986] trees,publish
[950] publish,book
[948] book,join
[840] climate,change
[584] join,world

Top Word Pairs in Tweet in G1:
[984] global,warming
[113] climate,change
[42] hosts,etc
[37] sky,news
[36] change,global
[34] news,australia
[22] someone,stop
[21] australia,hosts
[21] etc,aka
[21] aka,murdoch

Top Word Pairs in Tweet in G2:
[141] global,warming
[42] climate,change
[19] global,cooling
[15] fchecker76,pierretherrie17
[13] adlrope,markinkorea
[13] markinkorea,lo_vvriter
[13] lo_vvriter,wreynolds20
[13] wreynolds20,philipdowling4
[13] philipdowling4,ejwwest
[13] ejwwest,ndabaningimoyo

Top Word Pairs in Tweet in G3:
[145] global,warming
[114] postgrowth,absolutely
[114] absolutely,exceed
[114] exceed,global
[114] warming,things
[114] things,stand
[114] stand,exactly
[113] climateben,postgrowth
[33] looks,increasingly
[32] hitting,first

Top Word Pairs in Tweet in G4:
[228] natural,gas
[160] global,warming
[116] fossil,fuel
[114] gas,fossil
[114] fuel,natural
[114] gas,terrible
[114] terrible,global
[114] warming,gas
[114] gas,place
[84] place,build

Top Word Pairs in Tweet in G5:
[1076] worried,global
[1076] global,warming
[1076] warming,due
[1076] due,felling
[1050] felling,trees
[986] trees,publish
[950] publish,book
[948] book,join
[584] join,world
[300] world,nftbooks

Top Word Pairs in Tweet in G6:
[113] global,warming
[44] climate,statistics
[44] statistics,weather
[44] weather,one
[44] one,hot
[44] hot,day
[44] day,prove
[44] prove,global
[44] warming,one
[44] one,cold

Top Word Pairs in Tweet in G7:
[86] global,warming
[38] expanding,73
[38] 73,destroy
[38] destroy,wetlands
[38] wetlands,habitats
[38] habitats,increase
[38] increase,vehicle
[38] vehicle,use
[38] use,global
[38] warming,harm

Top Word Pairs in Tweet in G8:
[153] global,warming
[150] extreme,heat
[150] heat,one
[150] one,deadliest
[150] deadliest,consequences
[150] consequences,global
[146] latimes,extreme
[140] california,chronically
[140] chronically,undercounts
[139] undercounts,death

Top Word Pairs in Tweet in G9:
[101] worth,remembering
[101] remembering,less
[101] less,six
[101] six,years
[101] years,ago
[101] ago,ie
[101] ie,before
[101] before,paris
[101] paris,agreement
[101] agreement,track

Top Word Pairs in Tweet in G10:
[55] global,warming
[36] staggering,scale
[36] scale,misinformation
[36] misinformation,fake
[36] fake,science
[36] science,used
[36] used,ipcc
[36] ipcc,exposed
[36] exposed,prominent
[36] prominent,scientist

Top Replied-To
Top Replied-To in Entire Graph:
@nftbstoken_fan
@lanceforman
@watcherguru
@nftbstoken
@cryptoloretta
@binance
@trustwallet
@benaskren
@rob_kimbell
@altcoindailyio

Top Replied-To in G2:
@tyotoriffle
@junkscience
@barbaragirouard
@philamina95
@soc_justice1
@stylewar
@gadsaad
@business
@tangomitteckel
@asinister

Top Replied-To in G3:
@barnettforaz
@ecowarriorss
@climateben
@i3mta3l
@t_ftop
@fadiquran
@manos_ath
@institutegc
@polyconundrum
@gonenyonatan

Top Replied-To in G4:
@pauledawson
@sljpdx
@euromaidanpress

Top Replied-To in G5:
@nftbstoken_fan
@watcherguru
@nftbstoken
@cryptoloretta
@binance
@trustwallet
@altcoindailyio
@matiasdferrario
@prudensfx
@icedknife

Top Replied-To in G6:
@borisjohnson
@joeshaw111
@ethicalrenewal
@jordansforge
@yadhumadir
@thomasdavies33
@caroljo39679012
@jon_banner1
@star_girl1976

Top Replied-To in G7:
@gougle_lads
@tonyhussein4
@jack_royston
@elefountain
@stephanus_56405
@mnphinfan

Top Replied-To in G8:
@smelly0ulaterr

Top Replied-To in G9:
@kurtschlichter
@tommoyerut
@tasdata
@dirigoduke
@melradford1
@jaydeedeedeee
@ffejparlin
@ralphsmorra
@jrsuthard
@rugger1204

Top Replied-To in G10:
@rob_kimbell
@peterdclack
@google
@latimeralder
@ruarijm
@kdka
@cbcnews

Top Mentioned
Top Mentioned in Entire Graph:
@nftbstoken
@jk_rowling
@climateben
@nftbstoken_fan
@latimes
@t0miluvv
@akshatrathi
@lozzafox
@jeffmerkley
@rahmstorf

Top Mentioned in G1:
@dagon57r
@wizepenguin
@puss_cakes
@envirodo
@sperlock222
@phil_free_
@outside_to
@sensiblecentre_
@genesnealer
@ladycurzon123

Top Mentioned in G2:
@ejwwest
@veritatem2021
@lo_vvriter
@bointongiles
@geraldkutney
@wreynolds20
@pierretherrie17
@climateskeptic4
@insane_voice
@variegated2

Top Mentioned in G3:
@climateben
@mgschmelzer
@bulletinatomic
@barnettforaz
@stevebyrnes
@peterdclack
@cop26
@israelmfa
@gideonbehar
@geo101suny

Top Mentioned in G4:
@jeffmerkley
@pauledawson
@rutheniarus
@euromaidanpress
@worldresources
@antonioguterres
@tav_assoli
@orbplanet
@trf_climate
@senjeffmerkley

Top Mentioned in G5:
@nftbstoken
@jk_rowling
@nftbstoken_fan
@crypto__diva
@samii67416299
@crypto__emily
@trustwallet
@sosa24167
@watcherguru
@coinmarketcap

Top Mentioned in G6:
@khayhoe
@salon
@wef
@cop26
@dak970
@heinzvhoenen
@jolaburnett
@beveve
@kuriharan
@sallyeaves

Top Mentioned in G7:
@tonyhussein4
@gary4govsc
@allanmargolin
@tomiahonen
@studyabroadalum
@dtdchange
@tcrg2012
@bkaydw
@lyndapole
@grootresists

Top Mentioned in G8:
@latimes
@cie1947

Top Mentioned in G9:
@akshatrathi
@kurtschlichter
@kit_yates_maths
@melradford1
@khayhoe
@bob_mayo
@drakon_9
@jnsmith_18
@ndelonas

Top Mentioned in G10:
@peterdclack
@google
@youtube
@bbc
@uk_optimist
@moneytalkstweet
@rob_kimbell
@seatodaynews
@david_rb82
@catoletters

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@missb62
@jornalistavitor
@zyiteblog
@zyitegadgets
@kattavernd
@rk70534
@andyvermaut
@british_airways
@serendipitysays

Top Tweeters in G1:
@andyvermaut
@john_siracusa
@hagiwararyu11
@radioridethewav
@dataaugmented
@derangedradio
@jimmyroybloom
@arieella_
@trumpquotesbot
@pauljimerson

Top Tweeters in G2:
@business
@gmizrachi
@davidmatheson27
@tony_hambleton
@investwatchblog
@carlos_s01
@markcojuangco
@luisbaram
@dude_america
@mickgreenhough

Top Tweeters in G3:
@amazingchevvolt
@rosenthalellery
@hughjaeger
@rioslade
@zippydazipster
@proglocommons
@unetomaterouge
@psychwriter1515
@philrandal
@vivartist14

Top Tweeters in G4:
@glasgow_watch
@dawnroseturner
@ve10ve
@sufiboy
@morpheusbeing
@wavetop
@swentol
@milieunet
@jmescoda
@tagsitqaf

Top Tweeters in G5:
@coinkit_
@authorelaina
@davidgokhshtein
@crypto_birb
@icedknife
@leeson_megan
@cryptogodjohn
@cryptowizardd
@oceaanfietser
@binance

Top Tweeters in G6:
@lorimoreno
@gezgintrk
@netbacker
@nicochan33
@rldi_lamy
@kuriharan
@biobaby19
@nanab_2010
@salon
@joseyrider

Top Tweeters in G7:
@yarosisnancy
@lehimesa
@james_minter
@pauldramone
@marciabunney
@areck0001
@eclecticbrotha
@tanis42
@aviflygirl
@demsfight4u

Top Tweeters in G8:
@lizditz
@muzikscribe
@mstepczyk
@dollymad1812
@mijomojo1
@gustavoarellano
@latimes
@juliesbooks
@zftwarning
@oldfilmsflicker

Top Tweeters in G9:
@kurtschlichter
@e2dot7182818284
@john_chu
@sea5
@make1tpos1t1ve
@digitaldraco
@philmaness3
@helloeuromat
@sustainable2050
@greenfirehvac

Top Tweeters in G10:
@heidiec5
@catoletters
@rob_kimbell
@terrytmcgookin
@eco1start
@imagine_garden
@politicswatch15
@jane__eden
@cbcnews
@kdka