global warming, Twitter, 1/31/2022 7:24:29 AM, 270998


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global warming_2022-01-30_22-48-44.xlsx
global warming_2022-01-30_22-48-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2022
Short Description:
global warming via NodeXL https://bit.ly/3obua5t
@sohosultry
@samlmontano
@iphigeniebaby
@nasaclimate
@behnam_1981
@geraldkutney
@voteforchanges
@jackthelad1947
@climatechangec_
@ana_captures

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

Description:
Description
The graph represents a network of 9,457 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, 31 January 2022 at 06:58 UTC.

The requested start date was Monday, 31 January 2022 at 01:01 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, 5-hour, 29-minute period from Thursday, 27 January 2022 at 17:24 UTC to Sunday, 30 January 2022 at 22:54 UTC.

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

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

The graph is directed.

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

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


Author Description


Overall Graph Metrics
Vertices : 9457
Unique Edges : 5109
Edges With Duplicates : 10582
Total Edges : 15691
Number of Edge Types : 5
Retweet : 4801
MentionsInRetweet : 5382
Tweet : 1413
Replies to : 1369
Mentions : 2726
Self-Loops : 1458
Reciprocated Vertex Pair Ratio : 0.0109939421135293
Reciprocated Edge Ratio : 0.0217487794052375
Connected Components : 1924
Single-Vertex Connected Components : 782
Maximum Vertices in a Connected Component : 4480
Maximum Edges in a Connected Component : 9562
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.345468
Graph Density : 0.000100776745826286
Modularity : 0.578533
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,457 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, 31 January 2022 at 06:58 UTC.

The requested start date was Monday, 31 January 2022 at 01:01 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, 5-hour, 29-minute period from Thursday, 27 January 2022 at 17:24 UTC to Sunday, 30 January 2022 at 22:54 UTC.

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

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

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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://twitter.com/nickelsgb/status/1486973536442978306
[13] https://www.theguardian.com/commentisfree/2022/jan/13/inaction-global-warming-racism-climate-breakdown-people-of-colour
[12] https://wattsupwiththat.com/2022/01/28/the-snow-hits-the-fan-on-saturday-global-warming-alarmism-to-follow/
[12] https://www.morningbrew.com/daily/stories/gas-stoves-leak-when-off-study
[11] http://stopdriving.org
[9] https://foundation.app/@mertkuyumcu/foundation/132778
[9] https://climatechangedispatch.com/china-to-world-take-your-global-warming-and-shove-it/
[7] https://inthesetimes.com/article/indigenous-farmers-ecological-knowledge-climate-change-global-warming-winery-wineries
[7] https://www.science.org/content/article/even-50-year-old-climate-models-correctly-predicted-global-warming?cookieSet=1
[7] https://geotripper.blogspot.com/2022/01/exploring-one-of-worlds-largest.html

Top URLs in Tweet in G2:
[8] https://twitter.com/nickelsgb/status/1486973536442978306
[4] https://twitter.com/sohosultry/status/1487286206383767553
[3] https://pjmedia.com/news-and-politics/rick-moran/2022/01/27/china-wont-disturb-its-citizens-normal-life-to-meet-carbon-goals-n1553600
[3] https://www.foxweather.com/weather-news/arctic-chill-to-bring-30s-for-first-time-in-11-years-to-miami
[3] https://inthesetimes.com/article/indigenous-farmers-ecological-knowledge-climate-change-global-warming-winery-wineries
[3] https://www.ft.com/content/82addbf5-4897-4f4b-909c-1cc6c616dff4
[2] https://www.carbonbrief.org/analysis-how-well-have-climate-models-projected-global-warming
[2] https://twitter.com/JillIrene1/status/1486540983990984709
[2] https://rumble.com/vtemjk-patrick-moore-founder-of-greenpeace-spills-the-beans-on-global-warming-nons.html
[2] https://www.conserve-energy-future.com/various-global-warming-facts.php

Top URLs in Tweet in G3:
[6] https://www.theguardian.com/business/2022/jan/28/should-australias-major-sports-stars-really-be-defined-by-fossil-fuel-companies-trying-to-look-good
[2] https://twitter.com/ausolympicteam/status/1486838793621708802
[1] https://www.theguardian.com/environment/2021/nov/03/australia-considering-more-than-100-fossil-fuel-projects-that-could-produce-5-of-global-industrial-emissions?CMP=Share_AndroidApp_Other
[1] https://twitter.com/arianewilkinson/status/1473788781908021250
[1] https://twitter.com/arianewilkinson/status/1473786037914669056
[1] https://twitter.com/RNBreakfast/status/1486802607544750084
[1] https://www.wwf.org.au/news/news/2022/wwf-welcomes-1-billion-in-federal-funding-for-the-great-barrier-reef-management
[1] https://www.ethicaljobs.com.au/members/evadmin/climate-campaign-manager-2
[1] https://www.smh.com.au/business/the-economy/global-warming-is-too-wicked-to-just-muddle-our-way-through-20210819-p58kb8.html

Top URLs in Tweet in G4:
[3] https://journals.ametsoc.org/doi/pdf/10.1175/JCLI-D-18-0555.1?cookieSet=1
[3] https://www.carbonbrief.org/guest-post-why-natural-cycles-only-play-small-role-in-rate-of-global-warming
[3] https://wattsupwiththat.com/2022/01/28/the-snow-hits-the-fan-on-saturday-global-warming-alarmism-to-follow/
[2] https://www.google.com/maps/d/viewer?mid=1akI_yGSUlO_qEvrmrIYv9kHknq4&ll=-5.615985685583327%2C42.43271825000005&z=2
[2] https://www.theguardian.com/environment/blog/2014/jun/06/97-consensus-global-warming
[2] https://electroverse.net/sea-freezes-in-greece-arctic-blast-sends-u-s-nat-gas-futures-to-record-highs-covid-narrative-crumbling/
[2] https://twitter.com/AtomsksSanakan/status/1486043331381637126
[2] https://www.climatedepot.com/2022/01/28/geologist-be-grateful-for-global-warming-we-should-welcome-the-warmth-fear-the-cold/
[2] https://iowaclimate.org/2022/01/28/the-snow-hits-the-fan-on-saturday-global-warming-alarmism-to-follow-2/
[2] https://iowaclimate.org/2022/01/27/the-snow-hits-the-fan-on-saturday-global-warming-alarmism-to-follow/

Top URLs in Tweet in G5:
[13] https://www.theguardian.com/commentisfree/2022/jan/13/inaction-global-warming-racism-climate-breakdown-people-of-colour
[5] https://www.statista.com/chart/26693/global-warming-effect-on-heavy-labor/
[2] https://www.theguardian.com/environment/2013/dec/03/un-2c-global-warming-climate-change?CMP=Share_AndroidApp_Other
[1] https://twitter.com/Met4CastUK/status/1485950693584347141?s=20
[1] https://climate.nasa.gov/vital-signs/ice-sheets/
[1] https://climate.nasa.gov/news/3136/nasa-supported-study-confirms-importance-of-southern-ocean-in-absorbing-carbon-dioxide/
[1] https://climate.nasa.gov/ask-nasa-climate/2893/nope-earth-isnt-cooling/
[1] https://www.independent.co.uk/climate-change/news/carbon-global-warming-met-office-b1991060.html
[1] https://www.axios.com/global-ocean-temperatures-record-high-935b1b7e-2adf-4759-b8a6-d4747a94c809.html
[1] https://www.uea.ac.uk/news/-/article/rising-global-temperatures-spell-high-flood-risk-for-river-basins-c2-a0

Top URLs in Tweet in G6:
[2] https://www.independent.co.uk/environment/climate-change-global-warming-end-human-civilisation-research-a8943531.html
[1] https://www.state.gov/united-states-european-union-and-partners-formally-launch-global-methane-pledge-to-keep-1-5c-within-reach/
[1] https://climate.nasa.gov/evidence/
[1] https://twitter.com/DineshDSouza/status/870636759230464000?t=aqErWEUaTarUguJ_9kpGeQ&s=19
[1] https://www.newsweek.com/dinesh-dsouza-global-warming-doesnt-exist-snows-southern-hemisphere-1453890
[1] https://climatechangedispatch.com/media-gaslights-again-by-linking-boulder-wildfires-to-global-warming/
[1] https://wattsupwiththat.com/2022/01/22/global-warming-driven-by-pacific-warm-pool-la-nina-itcz-an-alternative-climate-change-theory/
[1] https://twitter.com/pierrepoilievre/status/1486803644410327040
[1] https://cbsaustin.com/news/nation-world/study-gas-stoves-worse-for-climate-than-previously-thought
[1] https://www.forbes.com/sites/davidrvetter/2022/01/14/new-findings-warn-earth-could-break-key-warming-barrier-in-2033/

Top URLs in Tweet in G7:
[1] https://co2coalition.org/2022/01/28/be-grateful-for-global-warming/?fbclid=IwAR11ZMDXHLa5SrmpQUXgt1sSyRtj6UaYB7WJTj4Jy7mQMDtP_78bwm5zyR8
[1] https://news.climate.columbia.edu/2019/07/30/co2-drives-global-warming/
[1] https://arstechnica.com/science/2021/11/scientists-extend-and-straighten-iconic-climate-hockey-stick/

Top URLs in Tweet in G8:
[7] https://wattsupwiththat.com/2022/01/28/the-snow-hits-the-fan-on-saturday-global-warming-alarmism-to-follow/
[2] https://www.bhheadlines.com/
[2] https://www.accuweather.com/en/winter-weather/bostons-blizzard-could-be-biggest/1132147
[2] https://apnews.com/article/climate-science-california-united-states-environment-5750b9cec67fb0ae3075d654eddad2f6
[1] https://www.reuters.com/world/us/aerial-surveys-detect-dozens-methane-super-emitters-permian-2022-01-24/
[1] http://trib.al/UqUybFq

Top URLs in Tweet in G9:
[4] https://www.scientificamerican.com/article/climate-models-got-it-right-on-global-warming/
[2] https://www.science.org/content/article/even-50-year-old-climate-models-correctly-predicted-global-warming?cookieSet=1
[2] https://www.youtube.com/watch?v=I1c2sfEcsU0&feature=youtu.be

[1] https://climate.nasa.gov/faq/14/is-the-sun-causing-global-warming/#:~:text=No.,enough%20for%20us%20to%20survive
[1] https://www.youtube.com/watch?v=haBG2IIbwbA&feature=youtu.be

[1] https://www.youtube.com/watch?v=EHFfOOF-6Fs&feature=youtu.be

[1] https://www.afr.com/policy/energy-and-climate/world-to-hit-temperature-tipping-point-10-years-faster-than-forecast-20210805-p58g7u?fbclid=IwAR3iaa3KLijpTpa_5Ng7ndJmM93qDD7Wv9eNH0fjPTFVwdsIfcy19GhKivk
[1] https://www.theguardian.com/environment/2021/jul/02/canadian-inferno-northern-heat-exceeds-worst-case-climate-models?CMP=Share_iOSApp_Other&fbclid=IwAR1-gloHYmpFu-9J73Ry6YdY16UleEoFmKP_xLEwFE5AWHBdnvELeipa0OI
[1] https://www.livescience.com/satellites-underestimated-global-warming.html?fbclid=IwAR2UskQPrxyGFkLQZW-8O2meN1wLGWKQwpjujedaS-vpPOWx6elo5Mb965E
[1] https://www.carbonbrief.org/new-climate-models-suggest-faster-melting-of-the-greenland-ice-sheet

Top URLs in Tweet in G10:
[6] https://www.carbonbrief.org/analysis-when-might-the-world-exceed-1-5c-and-2c-of-global-warming
[2] https://www.un.org/actnow
[2] https://www.nytimes.com/1988/06/24/us/global-warming-has-begun-expert-tells-senate.html
[2] https://www.science.org/content/article/even-50-year-old-climate-models-correctly-predicted-global-warming?cookieSet=1
[1] https://twitter.com/coxypm/status/1487129509044404226
[1] https://www.carbonbrief.org/guest-post-how-the-keeling-curve-will-need-to-bend-to-limit-global-warming-to-1-5c?utm_content=buffer8cd0a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.carbonbrief.org/guest-post-how-the-keeling-curve-will-need-to-bend-to-limit-global-warming-to-1-5c?utm_content=buffer608a3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.carbonbrief.org/guest-post-how-the-keeling-curve-will-need-to-bend-to-limit-global-warming-to-1-5c?utm_content=buffere6e31&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.carbonbrief.org/explainer-will-global-warming-stop-as-soon-as-net-zero-emissions-are-reached
[1] https://www.carbonbrief.org/analysis-why-scientists-think-100-of-global-warming-is-due-to-humans

Top Domains
Top Domains in Tweet in Entire Graph:
[271] twitter.com
[42] theguardian.com
[21] youtube.com
[21] carbonbrief.org
[19] co.uk
[18] trib.al
[15] wattsupwiththat.com
[14] blogspot.com
[14] bloomberg.com
[14] joboneforhumanity.org

Top Domains in Tweet in G2:
[145] twitter.com
[9] youtube.com
[7] trib.al
[7] msn.com
[6] theguardian.com
[4] ft.com
[4] bloomberg.com
[3] pjmedia.com
[3] co.uk
[3] grist.org

Top Domains in Tweet in G3:
[7] theguardian.com
[5] twitter.com
[2] com.au
[1] org.au

Top Domains in Tweet in G4:
[13] twitter.com
[4] carbonbrief.org
[4] iowaclimate.org
[3] theguardian.com
[3] climatedepot.com
[3] ametsoc.org
[3] wattsupwiththat.com
[2] google.com
[2] noaa.gov
[2] electroverse.net

Top Domains in Tweet in G5:
[15] theguardian.com
[5] statista.com
[3] nasa.gov
[1] twitter.com
[1] co.uk
[1] axios.com
[1] ac.uk
[1] eurekalert.org
[1] wri.org
[1] abc15.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] co.uk
[2] climate.gov
[1] state.gov
[1] nasa.gov
[1] newsweek.com
[1] climatechangedispatch.com
[1] wattsupwiththat.com
[1] cbsaustin.com
[1] forbes.com

Top Domains in Tweet in G7:
[1] co2coalition.org
[1] columbia.edu
[1] arstechnica.com

Top Domains in Tweet in G8:
[7] wattsupwiththat.com
[2] bhheadlines.com
[2] accuweather.com
[2] apnews.com
[1] reuters.com
[1] trib.al

Top Domains in Tweet in G9:
[4] youtube.com
[4] scientificamerican.com
[2] nasa.gov
[2] science.org
[2] theguardian.com
[1] afr.com
[1] livescience.com
[1] carbonbrief.org
[1] wattsupwiththat.com
[1] medium.com

Top Domains in Tweet in G10:
[13] carbonbrief.org
[3] twitter.com
[2] un.org
[2] nytimes.com
[2] science.org
[1] scotsman.com
[1] scientificamerican.com
[1] pik-potsdam.de
[1] wattsupwiththat.com
[1] bloomberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[45] globalwarming
[39] climatechange
[28] climate
[24] climatecrisis
[24] gas
[17] nft
[16] nftgiveaway
[13] climateaction
[13] fossilfuels
[12] nftcommunity



Top Hashtags in Tweet in G2:
[14] globalwarming
[12] climatechange
[6] climate
[6] climatecrisis
[4] dontlookup
[3] sustainability
[3] climateemergency
[3] climateaction
[2] fridaysforfuture
[2] nft

Top Hashtags in Tweet in G3:
[5] auspol
[3] greatbarrierreef
[2] climate
[2] lnpdeathcult
[2] gas
[1] politas
[1] auspol2022

Top Hashtags in Tweet in G4:
[2] climatebrawl

Top Hashtags in Tweet in G5:
[12] fossilfuels
[5] tech
[5] digital
[5] data
[5] business
[2] arctic
[2] climateactionnow
[2] climatechange
[1] firstdayofwinter
[1] climateemergency

Top Hashtags in Tweet in G6:
[3] ndp
[2] thereisnoclimateemergency
[2] co2isnotapollutant
[2] nopricenecessary
[2] lameduck
[2] greennewdeal
[1] cop26
[1] biden
[1] climate
[1] climaterefugees

Top Hashtags in Tweet in G7:
[3] co2
[2] atmospheric
[2] global
[2] ghg
[1] time4truth
[1] earth
[1] atmosphere

Top Hashtags in Tweet in G8:
[21] gas
[2] lunaticleft
[2] secretflightsjoebiden
[2] globalwarminghoax
[1] blizzard
[1] liarinchief
[1] lunaticleftdemocrats
[1] propaganda
[1] manipulation

Top Hashtags in Tweet in G9:
[2] quickclip
[1] bitcoin
[1] nft
[1] theblockchain
[1] nfts
[1] climatenews
[1] climatecrisisexplained
[1] globalwarming
[1] climatesustainability
[1] meetthesolutionaries

Top Hashtags in Tweet in G10:
[6] archive
[5] india
[5] rice
[5] globalwarming
[2] climateaction
[1] actnow
[1] climatecrisis
[1] climatechange
[1] bendthecurve
[1] globalagenda

Top Words
Top Words in Tweet in Entire Graph:
[6723] global
[6606] warming
[2027] side
[2021] rock
[2017] sunny
[2014] crying
[2013] sohosultry
[2013] frying
[2013] egg
[848] climate

Top Words in Tweet in G1:
[2012] global
[2012] warming
[2011] sohosultry
[2011] rock
[2010] frying
[2010] sunny
[2010] side
[2010] egg
[2010] crying

Top Words in Tweet in G2:
[908] global
[903] warming
[87] more
[79] climate
[71] gas
[63] change
[59] people
[52] thought
[50] stoves
[45] study

Top Words in Tweet in G3:
[195] know
[171] reef
[159] sussanley
[156] great
[155] barrier
[155] coal
[154] really
[154] mining
[153] help
[153] stopping

Top Words in Tweet in G4:
[192] warming
[185] global
[74] dawntj90
[72] climate
[44] change
[43] causes
[42] winters
[34] cold
[28] science
[27] means

Top Words in Tweet in G5:
[184] global
[165] warming
[110] climate
[88] need
[72] caused
[72] arctic
[70] ecowarriorss
[70] colder
[68] weakened
[68] jet

Top Words in Tweet in G6:
[72] global
[71] warming
[39] elonmusk
[22] potus
[13] climate
[11] change
[9] people
[9] one
[8] gas
[7] joebiden

Top Words in Tweet in G7:
[148] global
[147] warming
[141] peterdclack
[125] cause
[123] carbon
[123] dioxide
[123] un's
[123] 'future'
[123] crisis
[123] fantasy

Top Words in Tweet in G8:
[151] warming
[150] global
[121] gas
[119] stoves
[117] contributing
[115] ap
[114] more
[114] previously
[114] thought
[110] running

Top Words in Tweet in G9:
[83] warming
[79] global
[39] jordanbpeterson
[30] climate
[23] joerogan
[16] change
[13] co2
[12] ny_gracie
[11] thebadstats
[10] more

Top Words in Tweet in G10:
[102] warming
[97] global
[51] climate
[51] change
[36] comments
[36] take
[35] way
[34] invention
[34] combat
[34] winding

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6426] global,warming
[2013] warming,rock
[2013] frying,sunny
[2013] sunny,side
[2013] side,egg
[2012] sohosultry,global
[2012] rock,frying
[2012] egg,crying
[447] climate,change
[261] gas,stoves

Top Word Pairs in Tweet in G1:
[2012] global,warming
[2010] sohosultry,global
[2010] warming,rock
[2010] rock,frying
[2010] frying,sunny
[2010] sunny,side
[2010] side,egg
[2010] egg,crying

Top Word Pairs in Tweet in G2:
[889] global,warming
[49] climate,change
[48] gas,stoves
[32] more,global
[26] worse,global
[22] warming,previously
[22] previously,thought
[22] methane,leaks
[22] study,finds
[21] stoves,worse

Top Word Pairs in Tweet in G3:
[155] great,barrier
[155] barrier,reef
[154] coal,mining
[153] know,really
[153] really,help
[153] help,great
[153] reef,sussanley
[153] sussanley,stopping
[153] stopping,116
[153] 116,gas

Top Word Pairs in Tweet in G4:
[177] global,warming
[44] climate,change
[31] dawntj90,climate
[21] change,causes
[21] causes,warm
[21] warm,winters
[21] winters,global
[21] warming,causes
[21] causes,cold
[21] cold,winters

Top Word Pairs in Tweet in G5:
[144] global,warming
[71] caused,global
[68] warming,weakened
[68] weakened,jet
[68] jet,stream
[68] stream,allowed
[68] allowed,colder
[68] colder,air
[68] air,normally
[68] normally,locked

Top Word Pairs in Tweet in G6:
[69] global,warming
[10] climate,change
[7] elonmusk,elonmusk
[6] elonmusk,aginnt
[5] warming,climate
[5] believe,global
[5] methane,leaks
[5] winter,olympics
[4] gas,stoves
[4] stoves,contributing

Top Word Pairs in Tweet in G7:
[143] global,warming
[123] carbon,dioxide
[123] dioxide,cause
[123] cause,un's
[123] un's,'future'
[123] 'future',global
[123] warming,crisis
[123] crisis,fantasy
[123] fantasy,science
[123] science,very

Top Word Pairs in Tweet in G8:
[150] global,warming
[119] gas,stoves
[114] stoves,contributing
[114] contributing,more
[114] more,global
[114] warming,previously
[114] previously,thought
[110] ap,gas
[110] thought,running
[24] methane,leaks

Top Word Pairs in Tweet in G9:
[76] global,warming
[16] jordanbpeterson,joerogan
[15] climate,change
[6] ny_gracie,transientstate
[6] transientstate,internetowner
[6] internetowner,thebadstats
[5] animal,industry
[4] change,global
[4] co2,emissions
[4] eibenfluch,birdzage

Top Word Pairs in Tweet in G10:
[86] global,warming
[43] climate,change
[34] invention,combat
[34] combat,climate
[34] change,global
[34] warming,winding
[34] winding,way
[34] way,patent
[34] patent,office
[34] office,please

Top Replied-To
Top Replied-To in Entire Graph:
@nickelsgb
@elonmusk
@jordanbpeterson
@drunk3po_joay
@dawntj90
@fawzi9753
@richquack
@binance
@watcherguru
@ladebackk

Top Replied-To in G1:
@sohosultry

Top Replied-To in G2:

Top Replied-To in G3:
@simonahac
@ausolympicteam
@rnbreakfast
@peterwmurphy1
@gkcdaily
@annikahreynolds
@garethsage
@tpythia
@diane_in_sa
@brianbrownuca

Top Replied-To in G4:
@dawntj90
@neasdenparade
@jr4_truth
@thedisproof
@jeffrey75327765
@veritatem2021
@climatehope2
@moderna5g_666
@keithamccluskey
@oscarswild1

Top Replied-To in G5:
@ecowarriorss
@dwallacewells
@markcranfield_

Top Replied-To in G6:
@elonmusk
@potus
@raimodns
@tomselliott
@s_guilbeault
@djkocisi1
@renatakonkoly
@cerberuss88
@johnchelan1
@tb_times

Top Replied-To in G7:
@climatedad77
@k4climate
@spoam
@celovskydanny

Top Replied-To in G8:
@npr
@ap
@abc

Top Replied-To in G9:
@jordanbpeterson
@realcandaceo
@eibenfluch
@zalosoto
@sampohuttunen
@denisdaly
@dgithinji
@climateofgavin
@ny_gracie
@staroxvia

Top Replied-To in G10:
@cnn
@libertarianva22
@rtmlepage
@chimeraweird
@khayhoe
@rherealromero
@jeffburdges
@cardsyn
@chrisroadmap
@natgeo

Top Mentioned
Top Mentioned in Entire Graph:
@sohosultry
@sussanley
@richiemerzian
@kieranpender
@peterdclack
@ap
@johnsy123aus
@dawntj90
@ecowarriorss
@tweettruth2me

Top Mentioned in G1:
@sohosultry

Top Mentioned in G2:
@luvloyaltyunity
@drindranilghosh
@thenetcogtiu
@impacthustlers
@baileygrocer
@johnnymal4
@teacherdude
@bartierpoppy
@markintenn

Top Mentioned in G3:
@sussanley
@richiemerzian
@kieranpender
@johnsy123aus
@zalisteggall
@georgefwoods
@senatorsurfer
@arianewilkinson
@envirovic
@scottmorrisonmp

Top Mentioned in G4:
@dawntj90
@keillerdon
@thedisproof
@1000frolly
@barbarajdurkin
@geraldkutney
@narvuntien
@climatedepot
@johndublin10
@medbennett

Top Mentioned in G5:
@ecowarriorss
@climatereality
@nasaclimate
@olumideidowu
@pmagn
@antonioguterres
@climate24877412
@jackmazingira
@dwallacewells
@kenyasafi

Top Mentioned in G6:
@elonmusk
@potus
@joebiden
@aginnt
@billkarins
@dave92442188
@tyronewjackson
@poguemoran
@_raisetheblack_
@goodtroubless

Top Mentioned in G7:
@peterdclack
@dawntj90
@1000frolly
@icnirpmick
@coderedearth
@xrclimatecrooks
@climatedad77
@petrlulan
@juliannaemma17
@tomlin_francis

Top Mentioned in G8:
@ap
@barobertson111
@wattsupwiththat
@bhheadlines
@ft
@cochisejohn
@victorb123
@jinkding
@climatereality
@zalisteggall

Top Mentioned in G9:
@jordanbpeterson
@joerogan
@ny_gracie
@thebadstats
@youtube
@transientstate
@internetowner
@climateofgavin
@birdzage
@realcandaceo

Top Mentioned in G10:
@michaelemann
@carbonbrief
@richardabetts
@chrisd_jones
@hausfath
@khayhoe
@lottie_smith_
@ricard_sole
@un
@johnfocook

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@zyitegadgets
@world_news_eng
@robre62
@sahelhkj
@mobiquotes
@geoffrey_payne
@serendipitysays
@independent
@_redfrog

Top Tweeters in G1:
@hechulera
@tusk8rman
@blanxxking
@reinedumalaise
@stardewcrosser
@lunepero
@potentash
@kaze_ryuusaki
@paulinectar
@cosmomaniabruce

Top Tweeters in G2:
@zyitegadgets
@housecracka
@ken_crichlow
@boycottlex
@toefl_120
@maggoo0
@trumpquotesbot
@mefbama
@newschannelnine
@bbcpropaganda

Top Tweeters in G3:
@geoffrey_payne
@davidbewart
@minhkular
@princessbibirf_
@blanketcrap
@darylgibson
@gezgintrk
@broomstick33
@fedupofpollys
@raywilton4

Top Tweeters in G4:
@porridgeisgood
@eddarrell
@rmack2x
@heathrodgirs
@gsawision
@halleverkehrt
@erikluczak
@boggywood
@1tsakeeper
@dickmackintosh

Top Tweeters in G5:
@sddphoto
@dgendvil
@changetocindy
@leighlike1234
@areck0001
@tkysk8r
@olumideidowu
@notrealdemocrat
@zippydazipster
@cindycinnis

Top Tweeters in G6:
@ana_captures
@emeryvillebruh
@unclemuley
@tb_times
@bobsmith4152
@birdseye1
@conniesuver
@primate7
@sandraclunie
@cbsaustin

Top Tweeters in G7:
@maegan_laporte
@princessofwails
@carlos_s01
@bcgift
@dusanka52843486
@tedmilo100
@happyinthewest
@deleugenregeert
@sailinggirl73
@tubaraodbonito

Top Tweeters in G8:
@robre62
@govkhan
@arriadna
@terpsichore_los
@mel_storni
@victorb123
@iamjoetrudeau
@momsthoughts
@abc
@pelleg1gabriell

Top Tweeters in G9:
@vinkyenkyehene
@cbc
@stevedeaceshow
@pnictogenwing
@apompliano
@ling_zip
@dgwilkinson
@staroxvia
@joerogan
@nic__carter

Top Tweeters in G10:
@_redfrog
@sydnets
@cnn
@saleemulhuq
@im_x1
@littlesparrow9
@andybrwn
@kraus_read
@bellarusque
@michaelemann


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