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Energy (Clean OR renewable OR green)_2023-02-06_23-45-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2023
Short Description:
Energy (Clean OR renewable OR green) via NodeXL https://bit.ly/3DNqGOl
@ustogether4best
@curious_founder
@theusasingers
@junkscience
@nickdeiuliis
@blightykid
@phydellall
@whitehouse
@potus
@senwarren

Top hashtags:
#ret
#renewable_energy_token
#ret_wallet
#game

Description:
Description
The graph represents a network of 5,912 Twitter users whose recent tweets contained "Energy (Clean OR renewable OR green)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 07:50 UTC.

The tweets in the network were tweeted over the 1823-day, 20-hour, 16-minute period from Friday, 09 February 2018 at 04:44 UTC to Tuesday, 07 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5912
Unique Edges : 3037
Edges With Duplicates : 11031
Total Edges : 14068
Number of Edge Types : 9
Retweet : 3249
MentionsInRetweet : 3948
Replies to : 1301
MentionsInReplyTo : 3663
Mentions : 598
Tweet : 1152
MentionsInQuote : 45
Quote : 103
MentionsInQuoteReply : 9
Self-Loops : 1435
Reciprocated Vertex Pair Ratio : 0.01952
Reciprocated Edge Ratio : 0.0382925298179535
Connected Components : 1070
Single-Vertex Connected Components : 398
Maximum Vertices in a Connected Component : 3131
Maximum Edges in a Connected Component : 9531
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.251111
Graph Density : 0.000182339341641658
Modularity : 0.469122
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,912 Twitter users whose recent tweets contained "Energy (Clean OR renewable OR green)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 07:50 UTC.

The tweets in the network were tweeted over the 1823-day, 20-hour, 16-minute period from Friday, 09 February 2018 at 04:44 UTC to Tuesday, 07 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Energy (Clean OR renewable OR green)
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:
[70] https://freebeacon.com/energy/billionaire-backed-green-group-working-to-ban-gas-stoves-counts-chinese-government-official-as-top-adviser/
[67] https://www.dailyrecord.co.uk/news/scottish-news/dozens-scottish-power-wind-turbines-29135763
[65] https://twitter.com/JunkScience/status/1622589996401061892/photo/1
[47] https://twitter.com/narendramodi/status/1622540372642594821/video/1
[14] https://thehill.com/policy/energy-environment/3846265-100k-clean-energy-jobs-announced-since-climate-bill-became-law-analysis/
[13] https://www.zerohedge.com/weather/wind-power-makers-suffer-huge-losses-want-abandon-major-project
[11] https://www.reuters.com/world/india/indias-nse-lowers-price-band-adani-green-energy-5-2023-02-06/?taid=63e168031b86500001acf2f0&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[11] https://twitter.com/nowthisnews/status/1622735136880984064/video/1
[10] https://twitter.com/Reuters/status/1622699286763896845/photo/1
[10] https://twitter.com/thehill/status/1622742209052147713/photo/1

Top URLs in Tweet in G1:
[29] https://freebeacon.com/energy/billionaire-backed-green-group-working-to-ban-gas-stoves-counts-chinese-government-official-as-top-adviser/
[6] https://www.amarujala.com/india-news/india-energy-week-pm-modi-to-launch-e20-fuel-conventional-energy-powered-cooking-system-green-mobility-rally-2023-02-05
[5] https://www.businessworld.in/article/PM-Modi-To-Launch-Multiple-Green-Energy-Initiatives-At-India-Energy-Week-Today/06-02-2023-464426/
[4] https://thehill.com/policy/energy-environment/3846265-100k-clean-energy-jobs-announced-since-climate-bill-became-law-analysis/
[4] https://creatiview.net/wp-content/uploads/2023/02/cleanenergy-629x420.jpg
[4] https://twitter.com/ChadNiblettAL/status/1622739517525352448/photo/1
[3] https://twitter.com/tig2k39/status/1622649311749378049/photo/1
[3] https://www.reuters.com/business/sustainable-business/switzerlands-solar-dam-sun-snow-perfect-mix-green-energy-drive-2023-02-06/
[3] https://todaysnews.tech/entertainment/k-electric-signs-mou-with-chinese-firm-to-collaborate-on-renewable-energy/
[3] https://s.einnews.com:443/VQSdGP45Th

Top URLs in Tweet in G2:
[1] https://www.axios.com/2023/02/06/oil-giants-slow-down-energy-transition?utm_medium=social&utm_campaign=editorial&utm_source=twitter
[1] https://www.greenbiz.com/article/heres-glimpse-eu-response-inflation-reduction-act
[1] https://www.washingtonpost.com/climate-solutions/2023/02/06/france-solar-parking-lots/
[1] https://twitter.com/mswmediapods/status/1622699583829872646

Top URLs in Tweet in G3:
[2] https://www.canarymedia.com/articles/clean-energy/minerals-and-the-clean-energy-transition-the-basics-2
[1] https://twitter.com/curious_founder/status/1622661575260635136/photo/1
[1] https://twitter.com/curious_founder/status/1622691866444501008/photo/1
[1] https://twitter.com/curious_founder/status/1622694122753605632/photo/1
[1] https://twitter.com/RobertB74076068/status/1622724755706060800/photo/1
[1] https://ottawa.citynews.ca/local-news/hailed-as-green-energy-source-northern-quebec-lithium-project-divides-cree-6489043
[1] https://twitter.com/CSRisks/status/1620090706537889795
[1] https://twitter.com/TravisToewsAB/status/1622638182956208128/video/1
[1] https://www.canarymedia.com/articles/clean-energy-jobs/we-need-a-lot-more-electricians-if-were-going-to-electrify-everything
[1] https://pages.greenpeaceafrica.org/make-polluters-pay-?utm_campaign=oil&utm_source=t.co&utm_medium=social&utm_content=link&utm_term=or-petition-bigoil-which-shell-belongs-in-ocean-macro

Top URLs in Tweet in G4:
[7] https://actionnetwork.org/letters/tell-your-governor-to-take-action-on-utilities-with-the-inflation-reduction-act?source=twitter&
[5] https://twitter.com/tonyr951/status/1622707371385696257/photo/1
[4] https://twitter.com/ClimatePower/status/1622598912996507648
[4] https://www.exxonknews.org/p/shell-counts-gas-as-clean-energy
[3] https://www.bloomberg.com/news/articles/2023-02-06/companies-adding-100-000-green-jobs-under-new-us-climate-law
[3] https://twitter.com/Exxon_Knew/status/1621257649089118209/video/1
[2] https://www.youtube.com/watch?v=fQQ6SErLdfg

[2] https://twitter.com/RepCicilline/status/1622715468057542656/photo/1
[1] https://energynews.us/2023/01/30/report-duke-energys-n-c-coal-plants-more-expensive-to-run-than-building-new-solar-farms/?utm_medium=email
[1] https://twitter.com/RogueCitizenOne/status/1622673135421259776/photo/1

Top URLs in Tweet in G5:
[2] https://twitter.com/WhiteHouseCSO/status/1622715700589592600/photo/1
[1] https://www.bostonglobe.com/2023/02/02/nation/sexual-abuse-jrotc-programs-much-higher-than-previously-known-new-documents-show/
[1] https://www.tauntongazette.com/story/news/local/2023/02/06/ma-sentator-elizabeth-warren-state-of-union-guest-2023-eugenie-ouedraogo-taunton/69869269007/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=995b6d42-a6bb-11ed-87f0-497853614557&url=L25ld3MvYXJ0aWNsZXMvMjAyMy0wMi0wNi9jb21wYW5pZXMtYWRkaW5nLTEwMC0wMDAtZ3JlZW4tam9icy11bmRlci1uZXctdXMtY2xpbWF0ZS1sYXc/c3JlZj14S09EdHoyMw==
[1] https://twitter.com/Grimnien/status/1622591357259857921/photo/1
[1] https://www.edwards.af.mil/News/Article/3289170/largest-private-public-collaboration-in-department-of-defense-history-reflects/
[1] https://twitter.com/RMIPolicy/status/1622696580636676130/photo/1
[1] https://reasonstobecheerful.world/hydroelectric-dam-turbines-fish-friendly/
[1] https://twitter.com/SenWarren/status/1622254479306268679

Top URLs in Tweet in G6:
[2] https://www.dailywire.com/news/jim-jordan-puts-a-dozen-intel-veterans-on-notice-over-hunter-biden-laptop-letter
[2] https://twitter.com/SpeakerPelosi/status/1622671959690551307/photo/1
[1] https://twitter.com/elonmusk/status/1622303205106356227
[1] https://www.state.gov/bureaus-offices/under-secretary-for-public-diplomacy-and-public-affairs/global-engagement-center/
[1] https://twitter.com/HenryK_B_/status/1555670341451653127
[1] https://twitter.com/DanKEberhart/status/1611669334405033986/video/1
[1] https://www.reuters.com/world/us/biden-says-us-is-going-take-care-of-chinese-balloon-2023-02-04/
[1] https://www.foxnews.com/politics/matt-gaetz-rips-bipartisan-coalition-that-favors-war-ukraine-how-much-more
[1] https://www.foxnews.com/politics/biden-battered-crises-since-last-state-union
[1] https://www.dailywire.com/news/tom-cotton-biden-was-paralyzed-for-entire-week-by-a-balloon-because-hes-afraid-of-chinese-communists

Top URLs in Tweet in G7:
[1] https://www.breitbart.com/europe/2023/02/06/uk-once-again-brings-coal-power-plants-online-as-foreseeably-it-gets-cold-in-winter/

Top URLs in Tweet in G8:
[3] https://environmentaldefence.ca/job/energy-transition-program-manager/
[3] https://twitter.com/raynbowdec/status/1622634875940380672/photo/1
[2] https://www.nytimes.com/2023/01/31/climate/renewable-energy-transition.html?smid=tw-share
[2] https://www.globalenergyworld.com/news/traditional-energy/2018/09/12/had-they-bet-nuclear-not-renewables-germany-california-would-already-have-100-clean-power
[1] https://twitter.com/Greens/status/1178945999269556225/video/1
[1] https://www.energy.gov/ne/articles/4-nuclear-power-plants-gearing-clean-hydrogen-production
[1] https://www.edie.net/european-investment-bank-provided-record-e17bn-for-energy-transition-in-2022/
[1] https://reneweconomy.com.au/energy-insiders-podcast-does-a-green-hydrogen-power-plant-stack-up/
[1] https://newatlas.com/energy/south-australia-hydrogen-power/
[1] https://twitter.com/ScientistRebel1/status/1622645050457849879/photo/1

Top URLs in Tweet in G9:
[64] https://www.dailyrecord.co.uk/news/scottish-news/dozens-scottish-power-wind-turbines-29135763
[64] https://twitter.com/JunkScience/status/1622589996401061892/photo/1
[3] https://www.change.org/p/open-up-the-grid-to-all-six-clean-renewable-energy-sources-with-pricing-and-margin-guarantees-for-small-suppliers?recruiter
[2] https://www.youtube.com/watch?v=iI6EksICMB0&feature=youtu.be

[1] https://www.euractiv.com/section/energy-environment/news/timmermans-africa-likely-to-be-eus-most-important-renewable-energy-partner/
[1] https://freebeacon.com/energy/billionaire-backed-green-group-working-to-ban-gas-stoves-counts-chinese-government-official-as-top-adviser/
[1] https://www.foxnews.com/politics/massive-green-energy-company-reports-1-billion-losses-calls-further-governmental-action
[1] https://laist.com/news/climate-environment/l-a-county-to-phase-out-oil-drilling
[1] https://twitter.com/PTFAlaska/status/1622689095192350735/photo/1
[1] https://twitter.com/AlexEpstein/status/1622370126795509762/video/1

Top URLs in Tweet in G10:
[6] https://ottawa.citynews.ca/local-news/hailed-as-green-energy-source-northern-quebec-lithium-project-divides-cree-6489043
[3] https://twitter.com/BrianJeanAB/status/1622651585980690433
[3] https://twitter.com/brianjeanab/status/1622651585980690433
[1] https://www.dailyrecord.co.uk/news/scottish-news/dozens-scottish-power-wind-turbines-29135763
[1] https://twitter.com/JunkScience/status/1622589996401061892/photo/1
[1] https://twitter.com/BrianJeanAB/status/1622651585980690433/video/1
[1] https://twitter.com/hubick/status/1622736838883708928/photo/1
[1] https://thenarwhal.ca/alberta-oilsands-cancer-fort-chipewyan/

Top Domains
Top Domains in Tweet in Entire Graph:
[1215] twitter.com
[83] freebeacon.com
[79] co.uk
[48] bloomberg.com
[33] reuters.com
[32] msnbc.com
[26] youtube.com
[22] trib.al
[21] com.au
[19] canarymedia.com

Top Domains in Tweet in G1:
[103] twitter.com
[32] freebeacon.com
[12] creatiview.net
[11] jobsnum.com
[9] bloomberg.com
[8] einnews.com
[8] com.au
[7] google.com
[7] linkedin.com
[6] reuters.com

Top Domains in Tweet in G2:
[1] axios.com
[1] greenbiz.com
[1] washingtonpost.com
[1] twitter.com

Top Domains in Tweet in G3:
[15] twitter.com
[4] canarymedia.com
[2] substack.com
[2] politico.com
[1] citynews.ca
[1] greenpeaceafrica.org
[1] deepcorp.ca
[1] energyinnovation.org
[1] theferret.scot
[1] foxnews.com

Top Domains in Tweet in G4:
[28] twitter.com
[7] bloomberg.com
[7] actionnetwork.org
[4] exxonknews.org
[2] youtube.com
[2] freebeacon.com
[2] washingtonpost.com
[1] energynews.us
[1] wh.gov
[1] univision.com

Top Domains in Tweet in G5:
[5] twitter.com
[1] bostonglobe.com
[1] tauntongazette.com
[1] bloomberg.com
[1] af.mil
[1] reasonstobecheerful.world

Top Domains in Tweet in G6:
[62] twitter.com
[32] msnbc.com
[14] trib.al
[6] conservativebrief.com
[6] rumble.com
[5] trendingpoliticsnews.com
[4] judicialwatch.org
[3] dailywire.com
[3] actforamerica.org
[2] foxnews.com

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

Top Domains in Tweet in G8:
[17] twitter.com
[3] environmentaldefence.ca
[2] nytimes.com
[2] blogspot.com
[2] globalenergyworld.com
[1] energy.gov
[1] edie.net
[1] com.au
[1] newatlas.com
[1] canarymedia.com

Top Domains in Tweet in G9:
[66] twitter.com
[64] co.uk
[3] change.org
[2] youtube.com
[1] euractiv.com
[1] freebeacon.com
[1] foxnews.com
[1] laist.com
[1] utilitydive.com
[1] insideclimatenews.org

Top Domains in Tweet in G10:
[9] twitter.com
[6] citynews.ca
[1] co.uk
[1] thenarwhal.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[216] ret
[186] renewable_energy_token
[124] ret_wallet
[123] game
[123] ret_app
[121] p2e
[96] ret_energy_land_3dgame
[94] war_of_enerjes
[77] renewableenergytoken
[72] nft



Top Hashtags in Tweet in G1:
[19] energy
[13] cleanenergy
[12] developing
[8] renewableenergy
[8] renewable
[8] mismatch
[5] solarpower
[5] clean
[4] solar
[4] economy

Top Hashtags in Tweet in G3:
[7] cleanenergy
[1] cdnpoli
[1] energytwitter
[1] ableg
[1] fossilfuels
[1] foxnews
[1] renewable

Top Hashtags in Tweet in G4:
[38] cleanenergyboom
[12] inflationreductionact
[4] biden
[3] stopwillow
[2] dukeenergy
[2] climateemergency
[2] h2
[2] chipsact
[1] solar
[1] demsforthepeople

Top Hashtags in Tweet in G5:
[11] stateoftheunionaddress
[11] inflationreductionact

Top Hashtags in Tweet in G6:
[3] sotu
[3] ai
[2] cobaltred
[2] cleanenergy
[1] twitter
[1] keystone
[1] truth
[1] exposed
[1] nochildslavelabor
[1] investinchina

Top Hashtags in Tweet in G7:
[9] labcon

Top Hashtags in Tweet in G8:
[4] qckvid
[3] tnrgold
[3] marianalithium
[3] ganfeng
[3] chevyvolt
[2] cleanenergy
[2] solar
[2] energy
[2] inflationreductionact
[2] bil

Top Hashtags in Tweet in G9:
[2] climatebrawl
[2] climatecrisis
[2] climateemergency
[1] foxnews
[1] energysobriety

Top Hashtags in Tweet in G10:
[1] ableg
[1] justtransition
[1] cdnpoli
[1] neverucp
[1] oilandgas
[1] greenwashing
[1] firetheucp

Top Words
Top Words in Tweet in Entire Graph:
[4097] energy
[1624] clean
[1466] green
[911] renewable
[798] more
[584] climate
[516] democrats
[469] 100
[402] biden
[389] 000

Top Words in Tweet in G1:
[412] energy
[143] clean
[134] green
[114] renewable
[46] more
[45] chinese
[43] power
[40] climate
[37] solar
[36] electric

Top Words in Tweet in G2:
[377] theusasingers
[336] childcare
[336] healthcare
[336] paid
[336] education
[334] ready
[334] war
[334] cult
[334] maga
[334] give

Top Words in Tweet in G3:
[286] clean
[282] energy
[262] climate
[244] curious_founder
[230] 100
[222] 000
[222] lithium
[221] deniers
[220] point
[220] technology

Top Words in Tweet in G4:
[209] energy
[176] clean
[108] jobs
[104] inflation
[82] act
[76] reduction
[69] potus
[54] president
[53] climate
[50] created

Top Words in Tweet in G5:
[146] senwarren
[146] inflation
[143] act
[143] reduction
[132] democrats
[132] more
[131] witnessing
[131] fought
[131] life
[131] legislation

Top Words in Tweet in G6:
[315] biden
[300] dems
[259] energy
[221] green
[212] more
[202] china
[198] prevent
[195] border
[195] illegal
[193] close

Top Words in Tweet in G7:
[156] energy
[154] cost
[153] jeremy
[153] allow
[153] year
[153] wholesale
[153] rise
[153] another
[153] 40
[153] whilst

Top Words in Tweet in G8:
[56] energy
[29] clean
[26] action
[24] climate
[19] green
[18] africa
[18] countries
[15] more
[14] demand
[14] hydrogen

Top Words in Tweet in G9:
[124] junkscience
[107] wind
[91] energy
[64] 'green'
[64] scotland
[64] turbines
[64] powers
[44] mandates
[43] 2022
[43] billion

Top Words in Tweet in G10:
[105] brianjeanab
[99] alberta
[84] transition
[79] needs
[77] workers
[77] trudeau
[77] plan
[76] way
[76] put
[75] halt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1115] clean,energy
[784] green,energy
[776] renewable,energy
[347] education,childcare
[347] healthcare,education
[347] childcare,paid
[345] give,healthcare
[345] cult,ready
[345] 100,000
[345] ready,fight

Top Word Pairs in Tweet in G1:
[102] renewable,energy
[96] clean,energy
[55] green,energy
[25] gas,stoves
[24] ban,gas
[23] stoves,counts
[23] top,adviser
[23] working,ban
[23] group,working
[22] billionaire,backed

Top Word Pairs in Tweet in G2:
[336] education,childcare
[336] childcare,paid
[336] healthcare,education
[334] fight,civil
[334] cult,ready
[334] ready,fight
[334] maga,cult
[334] give,healthcare
[334] war,democrats
[334] civil,war

Top Word Pairs in Tweet in G3:
[237] clean,energy
[221] climate,deniers
[220] energy,technology
[219] 000,tons
[219] used,clean
[218] 100,000
[218] tons,lithium
[218] lithium,used
[218] deniers,love
[218] point,100

Top Word Pairs in Tweet in G4:
[170] clean,energy
[84] energy,jobs
[76] inflation,reduction
[76] reduction,act
[44] jobs,announced
[38] investments,president
[38] 101,036
[38] created,#cleanenergyboom
[38] energy,investments
[38] president,biden's

Top Word Pairs in Tweet in G5:
[143] inflation,reduction
[143] reduction,act
[131] pass,inflation
[131] democrats,fought
[131] results,legislation
[131] life,results
[131] act,witnessing
[131] fought,pass
[131] legislation,more
[131] witnessing,life

Top Word Pairs in Tweet in G6:
[218] green,energy
[192] illegal,aliens
[191] border,debacle
[191] screen,illegal
[191] vaccines,green
[191] molesters,more
[191] sex,traffic
[191] cartels,sex
[191] biden,border
[191] close,screen

Top Word Pairs in Tweet in G7:
[153] hunt,allow
[153] wholesale,cost
[153] jeremy,hunt
[153] 40,year
[153] allow,prices
[153] energy,falling
[153] falling,jeremy
[153] prices,rise
[153] cost,energy
[153] another,40

Top Word Pairs in Tweet in G8:
[23] clean,energy
[13] specifically,halt
[13] different,countries
[13] africa,took
[13] activists,sr
[13] action,specifically
[13] action,different
[13] sr,africa
[13] halt,oil
[13] took,action

Top Word Pairs in Tweet in G9:
[64] wind,turbines
[64] turbines,scotland
[64] powers,wind
[64] energy,powers
[64] 'green',energy
[63] junkscience,'green'
[43] q4,2022
[42] more,subsidies
[42] wind,giant
[42] 2022,demands

Top Word Pairs in Tweet in G10:
[75] put,immediate
[75] treats,alberta
[75] needs,transition
[75] halt,plan
[75] transition,way
[75] workers,put
[75] immediate,halt
[75] trudeau,needs
[75] justin,trudeau
[75] way,treats

Top Replied-To
Top Replied-To in Entire Graph:
@rettokenarmy
@genxanalytics
@msnbc
@brianjeanab
@mmpadellan
@talaxeum
@potus
@curious_founder
@frztoken
@jeromelaxale

Top Replied-To in G2:
@theusasingers

Top Replied-To in G3:
@curious_founder
@travistoewsab
@mining_atoms
@clairekraatz
@jeffkirke
@jolatusanft
@_____lightning
@sean_tuff
@thomasfullerab
@sylvainrousse10

Top Replied-To in G4:
@potus
@4humanunity
@reptedlieu
@senjackyrosen
@tommypigott
@global_witness
@mk_indy
@cyndikash
@roguecitizenone
@caseykatims

Top Replied-To in G5:
@senwarren
@justifrycation
@wv2al

Top Replied-To in G6:
@msnbc
@foxnews
@elonmusk
@dineshdsouza
@actbrigitte
@ewarren
@potus
@speakermccarthy
@marshablackburn
@actforamerica

Top Replied-To in G7:
@mumf14

Top Replied-To in G8:
@dorfman_p
@txsharon
@olumideidowu
@zenonphenom
@dershasta
@cvanderstock
@futureflightain
@jeremyjudkins_
@calstart
@altown_town

Top Replied-To in G9:
@geraldkutney
@junkscience
@chownykmichael
@leecarrick15
@thrunoiz
@guides_way
@ladygahgahnot
@gregutas
@basedmikelee
@alexepstein

Top Replied-To in G10:
@brianjeanab
@zombieunicorn45
@maxfawcett
@abdaniellesmith
@michaelcoren
@nightwatchxxx
@alexisking69
@trentblair11
@yycchrisg
@impotentrageyyc

Top Mentioned
Top Mentioned in Entire Graph:
@theusasingers
@curious_founder
@lord_brouhaha
@bscretoken
@senwarren
@junkscience
@gocrypto_
@babydogecoin
@realflokiinu
@matrixainetwork

Top Mentioned in G1:
@allentien
@dagon57r
@phil_free_
@nuclearny
@golf2ball
@herranen_jari
@eclipsepowerng
@lightsoncalif
@thatangryarmy
@drml350phd

Top Mentioned in G2:
@theusasingers
@axios
@sethmagaziner
@randysaloser
@greenbiz

Top Mentioned in G3:
@curious_founder
@mikemunsell
@greenpeaceafric
@ferretscot
@paidtopollute
@ross_macfarlane
@mining_atoms
@70sbachchan
@travistoewsab
@rosiebarton

Top Mentioned in G4:
@potus
@climatepower
@roguecitizenone
@joebiden
@senjackyrosen
@senatorcarper
@alexbwall
@alaskawild
@wealsoherdcats
@chrisvanhollen

Top Mentioned in G5:
@senwarren
@grimnien
@rmipolicy
@whitehousecso
@senjackyrosen
@rtb_cheerful
@deptofdefense
@edwardsafb
@bambooshooti
@usedgov

Top Mentioned in G6:
@elonmusk
@maddowblog
@btnewsroom
@gummibear737
@wsj
@medbennett
@jim_jordan
@joerogan
@aoc
@repmiketurner

Top Mentioned in G7:
@lord_brouhaha
@bath_somerukip
@simonfi52110274
@matthewwielicki
@davidahoward
@pussycats5
@chrisfeist3
@mumf14
@algore
@profklausschwab

Top Mentioned in G8:
@scientistrebel1
@mzjacobson
@nickhedley
@jackthelad1947
@hanslak
@seth_leitman
@debraruh
@arikring
@therealnumber6

Top Mentioned in G9:
@junkscience
@timmermanseu
@libertyfrac
@jordanbpeterson
@jimbowersclimb
@lord_brouhaha
@geraldkutney
@cramer_gerrit
@romantic_artist
@towm8r1

Top Mentioned in G10:
@brianjeanab
@abdaniellesmith
@billd2025
@theturner
@junkscience
@maxfawcett
@lordstonely
@zombieunicorn45
@trentblair11
@yycchrisg

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@andyvermaut
@stigmabaseu
@bella623
@innovativehindu
@geoffrey_payne
@yarosisnancy
@inspiteoftrump
@chrisbrey1
@bannerite

Top Tweeters in G1:
@andyvermaut
@stigmabaseu
@hikaru710_bot
@newsintweetscom
@allentien
@jchapman1729
@yportbill
@andytoronto
@washdcnews
@soapy_wit_tank

Top Tweeters in G2:
@bella623
@muzikscribe
@kath2252
@pushandpulljlm
@kimvie
@wismiss3
@mikereesem
@masterprogram1
@astartiel
@btsarmy_legit

Top Tweeters in G3:
@jhamby
@alephsmom
@1snoozyq
@liese_mueller
@tomdcoates
@snyde043
@fritzquincke
@chateaufiesta
@jukkapseppl
@geographerdc

Top Tweeters in G4:
@yarosisnancy
@snarky_op
@all100senators
@lawgirl318
@angelakrebs444
@covfefetwaffle
@brenner_colleen
@buckleyswartz
@factsfaraone
@celerycaraway

Top Tweeters in G5:
@inspiteoftrump
@bannerite
@tottenbill
@bethsinniresist
@sandykalano
@carollarue
@terryg1979
@dianeeugenio
@gailwaldby
@rr_edmonds

Top Tweeters in G6:
@foxnews
@wsj
@dailycaller
@cbsnews
@ap
@gma
@msnbc
@yahoonews
@foxbusiness
@newsmax

Top Tweeters in G7:
@princessofwails
@grancake
@spongeb26421118
@davidahoward
@eileenbuck13
@naomilwood
@drmand1
@stillherechris
@dunkythebrit
@ctighfield

Top Tweeters in G8:
@sddphoto
@lehimesa
@dancas2
@ken_crichlow
@blanketcrap
@npsusa
@njdoc
@amazingchevvolt
@markburgerenerg
@wernerkeil

Top Tweeters in G9:
@mlas
@abbavitch
@verkerksok
@paularitchie3
@haywire1970
@sonorandesertra
@geraldkutney
@buckleylad88
@dswift352
@bam57581565

Top Tweeters in G10:
@stuckncalgary
@lindcalgary
@maidenoils
@lumin8
@kelly_t_mac
@eslteac16885695
@2019stevenixon
@maxfawcett
@william62560727
@sdthemanthemyth


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