Energy (Clean OR renewable OR green), Twitter, 12/21/2021 6:51:52 PM, 268753
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Energy (Clean OR renewable OR green)_2021-12-20_23-44-16.xlsx
Energy (Clean OR renewable OR green)_2021-12-20_23-44-16.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
December 21, 2021
Short Description:
Energy (Clean OR renewable OR green) via NodeXL https://bit.ly/3H5Ufdg
@sen_joemanchin
@senwarren
@thiagocripto63
@wholemarsblog
@ronwyden
@secgranholm
@henryk_b_
@tyberzannxxxx
@dawnroseturner
@luciano20211982

Top hashtags:
#buildbackbetter
#energy
#btc
#crypto

Description:
Description
The graph represents a network of 9,544 Twitter users whose tweets in the requested range contained "Energy (Clean OR renewable OR green)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 21 December 2021 at 07:57 UTC.

The requested start date was Tuesday, 21 December 2021 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, 3-hour, 5-minute period from Thursday, 16 December 2021 at 21:09 UTC to Monday, 20 December 2021 at 00:15 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 : 9544
Unique Edges : 6005
Edges With Duplicates : 10748
Total Edges : 16753
Number of Edge Types : 5
Retweet : 4847
MentionsInRetweet : 6183
Mentions : 2826
Tweet : 1691
Replies to : 1206
Self-Loops : 1744
Reciprocated Vertex Pair Ratio : 0.0103915188411882
Reciprocated Edge Ratio : 0.0205692915021816
Connected Components : 1870
Single-Vertex Connected Components : 685
Maximum Vertices in a Connected Component : 4575
Maximum Edges in a Connected Component : 10010
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 9.107243
Graph Density : 0.000105689173783393
Modularity : 0.595118
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,544 Twitter users whose tweets in the requested range contained "Energy (Clean OR renewable OR green)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 21 December 2021 at 07:57 UTC.

The requested start date was Tuesday, 21 December 2021 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, 3-hour, 5-minute period from Thursday, 16 December 2021 at 21:09 UTC to Monday, 20 December 2021 at 00:15 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 : 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:
[49] https://www.vox.com/2021/12/19/22845060/joe-manchin-climate-change-build-back-better-clean-energy
[26] https://twitter.com/Dennis_Porter_/status/1471929645213765632?s=20
[21] https://www.zerohedge.com/commodities/global-coal-power-demand-track-record-green-energy-transition-crumbles
[19] https://www.vox.com/2021/12/19/22845060/joe-manchin-climate-change-build-back-better-clean-energy?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.oregonlive.com/news/2021/12/portland-pulls-12m-clean-energy-grant-from-nonprofit-following-oregonianoregonlive-investigation.html
[13] https://grist.org/energy/in-a-red-state-first-nebraska-plans-to-decarbonize-power-sector-by-mid-century/
[9] https://coalitionforgreencapital.com/wp-content/uploads/Bounce-Back-Greener-The-Economic-Impact-Potential-of-a-Clean-Energy-Jobs-Fund-v3.pdf
[9] https://www.dailymail.co.uk/debate/article-10319045/ROSS-CLARK-madness-burning-wood-pellets-USA-considered-green-energy-UK.html
[9] https://cleantechnica.com/2021/12/15/californias-8-per-kw-solar-proposal-would-punish-homeowners-for-using-clean-energy/
[9] https://branchenergy.com/

Top URLs in Tweet in G1:
[8] https://www.zerohedge.com/commodities/global-coal-power-demand-track-record-green-energy-transition-crumbles
[7] https://www.vox.com/2021/12/19/22845060/joe-manchin-climate-change-build-back-better-clean-energy
[5] https://cleantechnica.com/2021/12/15/californias-8-per-kw-solar-proposal-would-punish-homeowners-for-using-clean-energy/
[4] https://www.weforum.org/agenda/2021/12/scotland-last-power-plant-renewable-energy/
[4] https://www.oregonlive.com/news/2021/12/portland-pulls-12m-clean-energy-grant-from-nonprofit-following-oregonianoregonlive-investigation.html
[4] http://www.earth.org.uk/_gridCarbonIntensityGB.html
[3] https://www.nytimes.com/2021/12/16/business/energy-environment/bolivia-lithium-electric-cars.html?smid=tw-share
[3] https://insideclimatenews.org/news/09122021/inside-clean-energy-batteries-electric-vehicles-gasoline/
[3] https://www.thestar.com/news/canada/2021/12/16/nl-says-renewable-energy-plan-provides-pathway-for-oil-development-net-zero-goal.html
[3] https://insideclimatenews.org/news/16122021/inside-clean-energy-california-rooftop-solar-policy/

Top URLs in Tweet in G2:
[12] https://grist.org/energy/in-a-red-state-first-nebraska-plans-to-decarbonize-power-sector-by-mid-century/
[8] https://coalitionforgreencapital.com/wp-content/uploads/Bounce-Back-Greener-The-Economic-Impact-Potential-of-a-Clean-Energy-Jobs-Fund-v3.pdf
[5] https://www.commondreams.org/news/2021/11/30/majority-worlds-oil-and-gas-workers-want-seek-employment-renewable-energy-industry
[3] https://www.theguardian.com/commentisfree/2021/aug/09/ipcc-report-transforming-society-avert-catastrophe-net-zero
[3] https://www.pnas.org/content/118/39/e2112797118
[2] https://evergreenaction.com/blog/evergreen-explains-why-bbbs-clean-energy-investments-are-the-answer-to-americans-rising-fossil-fuel-energy-costs
[2] https://www.mprnews.org/episode/2021/12/02/climate-cast-utility-delays-stymy-hundreds-of-solar-projects-and-jobs-in-minnesota
[2] https://www.theguardian.com/environment/2021/dec/01/renewable-energy-has-another-record-year-of-growth-says-iea
[2] https://www.theguardian.com/business/2021/dec/06/oil-companies-profits-exxon-chevron-shell-exclusive
[2] https://twitter.com/WaltTheStalt/status/1443663584400052228?s=20

Top URLs in Tweet in G3:
[6] https://wattsupwiththat.com/2021/12/17/renewable-energy-dogmatism-the-new-red-menace/
[4] https://chicago.suntimes.com/2021/11/27/22800997/nuclear-power-renewable-energy-wind-solar-infrastructure-remapping-letters?utm_campaign=chicago.suntimes&utm_content=entry&utm_medium=social&utm_source=twitter
[4] https://wattsupwiththat.com/2021/12/19/which-country-or-u-s-state-will-be-the-first-to-hit-the-renewable-energy-wall/
[3] https://www.wsj.com/articles/the-cop26-plan-to-keep-africa-poor-climate-change-clean-energy-11637964581
[2] https://interestingengineering.com/renewable-energy-paradox-solar-panels-and-their-toxic-waste
[2] https://www.euractiv.com/section/energy/opinion/nuclear-must-be-part-of-the-eus-clean-energy-solution/
[1] https://twitter.com/GeraldKutney/status/1471963671408660488
[1] https://twitter.com/ShellenbergerMD/status/1471510449535340544
[1] https://www.channelnewsasia.com/sustainability/eu-nuclear-energy-clean-green-investment-2384321
[1] https://www.dailymail.co.uk/debate/article-10319045/amp/ROSS-CLARK-madness-burning-wood-pellets-USA-considered-green-energy-UK.html

Top URLs in Tweet in G4:
[1] https://twitter.com/sensanders/status/1472601546739359747
[1] https://www.vox.com/2021/12/19/22845060/joe-manchin-climate-change-build-back-better-clean-energy
[1] https://www.youtube.com/watch?v=TMBxVy3fNXw&feature=youtu.be

[1] https://edition.cnn.com/2021/12/17/opinions/siddharth-kara-mining-dr-congo/index.html
[1] https://cleantechnica.com/2021/12/15/californias-8-per-kw-solar-proposal-would-punish-homeowners-for-using-clean-energy/
[1] https://time.com/6128351/seabed-mining-on-hold/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=science_&linkId=144512241
[1] https://www.freep.com/story/money/cars/ford/2020/07/29/ford-government-loan-department-energy-debt/5526413002/
[1] http://ieeexplore.ieee.org/document/6686070/
[1] http://link.springer.com/10.1007/s00607-016-0503-z
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DEhAemz1v7dQ&q=EgS4SO-bGIaQ3oMGIhkA8aeDS9ywXB35pB1IyfXyi0HGjJzA4qzqMgFy

Top URLs in Tweet in G5:
[26] https://twitter.com/Dennis_Porter_/status/1471929645213765632?s=20
[1] https://techcrunch.com/2021/12/13/green-new-era-dawns-for-crypto-with-global-mining-shift/
[1] https://twitter.com/mathiasverraes/status/1471197865858977806

Top URLs in Tweet in G6:
[12] https://www.vox.com/2021/12/19/22845060/joe-manchin-climate-change-build-back-better-clean-energy
[1] https://www.vox.com/2021/12/19/22845060/joe-manchin-climate-change-build-back-better-clean-energy?utm_campaign=rebleber&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://twitter.com/JakeSherman/status/1472584041144762368
[1] https://www.energy.gov/energysaver/grid-connected-renewable-energy-systems
[1] https://twitter.com/NVconservation/status/1471605556020273156

Top URLs in Tweet in G7:
[5] https://www.ibj.com/articles/critics-urge-duke-energy-to-green-up-more-quickly
[3] https://trib.al/31tLDsk
[2] https://share.fieldteam6.org/campaign/F6DDBE84-04F4-4C96-A5FA-7E22A07FEDDB/static?url=aHR0cHM6Ly9Wb3Rlcml6ZXIub3Jn&image_id=B916E32B-09B3-4578-A7CD-2CED79AC8A66&social_network=twitter&link_caption=UmVnaXN0ZXIgdG8gdm90ZSBvciBjaGVjayB5b3VyIHJlZ2lzdHJhdGlvbiE
[2] https://punchng.com/fg-to-partner-china-on-renewable-energy-technology/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1639783786
[2] https://share.fieldteam6.org/campaign/F6DDBE84-04F4-4C96-A5FA-7E22A07FEDDB/static?url=aHR0cHM6Ly9Wb3Rlcml6ZXIub3Jn&image_id=E3CA1953-4753-4C27-86C9-C43980ABC9D9&social_network=twitter&link_caption=UmVnaXN0ZXIgdG8gdm90ZSBvciBjaGVjayB5b3VyIHJlZ2lzdHJhdGlvbiE
[2] https://share.fieldteam6.org/campaign/F6DDBE84-04F4-4C96-A5FA-7E22A07FEDDB/static?url=aHR0cHM6Ly9Wb3Rlcml6ZXIub3Jn&image_id=6A76CFBC-AE87-42E2-AD32-09F68323BF71&social_network=twitter&link_caption=UmVnaXN0ZXIgdG8gdm90ZSBvciBjaGVjayB5b3VyIHJlZ2lzdHJhdGlvbiE
[1] https://www.cleveland.com/opinion/2021/11/ohio-energy-jobs-and-justice-act-will-yield-a-clean-equitable-energy-future-casey-weinstein-and-stephanie-howse.html?utm_source=newsletter&utm_medium=email&utm_content=Red%20and%20Blue%20Jacket%2C%20meet%20green&utm_campaign=CEFF-%23187
[1] https://www.ajc.com/news/rivian-confirms-ev-factory-thousands-of-jobs-coming-to-georgia/CUH7ZNS5URGODNQG7CEUU2FCVY/
[1] https://www.washingtonpost.com/climate-environment/2021/12/19/manchin-climate-build-back-better/?utm_campaign=wp_main&utm_medium=social&utm_source=twitter
[1] https://twitter.com/atrupar/status/1472574760827637761

Top URLs in Tweet in G8:
[2] https://www.americanprogress.org/article/congress-must-pass-the-build-back-better-act-to-combat-climate-change/
[1] https://www.createresilientcommunities.com/bcse/
[1] https://blog.se.com/power-management-metering-monitoring-power-quality/2021/06/09/successful-der-integration-relies-on-flexibility-from-connected-technology/?utm_content=6058438498&utm_campaign=Contractors&Source=SchneiderNA&utm_source=blog_global
[1] https://www.cebn.org/clean-energy-50-state-rankings/

Top URLs in Tweet in G9:
[2] https://www.greentechmedia.com/articles/read/how-siemens-energy-is-targeting-the-u.s-green-hydrogen-opportunity#disqus_thread
[2] https://www.cnbc.com/2021/02/15/cement-giants-turn-to-green-hydrogen-carbon-capture-to-curb-emissions.html
[2] https://www.bizjournals.com/chicago/inno/stories/fundings/2021/12/10/clean-energy-startup-lanzatech-raises-another-30m.html
[2] https://arpa-e.energy.gov/news-and-media/press-releases/us-department-energy-announces-100-million-support-cutting-edge-clean
[2] https://www.dnronline.com/news/harrisonburg/virginia-clean-cities-unveils-new-solar-powered-electric-vehicle-charging-station/article_ee2af66c-566d-5f48-bbf9-d0e033bab07e.html
[1] https://www.energy.gov/articles/doe-announces-186-million-expand-weatherization-assistance-program
[1] https://www.whitehouse.gov/briefing-room/presidential-actions/2021/12/08/executive-order-on-catalyzing-clean-energy-industries-and-jobs-through-federal-sustainability/
[1] https://www.marketwatch.com/story/fluor-s-nuscale-power-to-combine-with-spac-spring-valley-sv-271639486781?reflink=mw_share_twitter
[1] https://www.bloomberg.com/news/articles/2021-12-16/gates-backed-fund-invests-in-carbon-capture-startup-sustaera
[1] https://twitter.com/secgranholm/status/1471980508712034305

Top Domains
Top Domains in Tweet in Entire Graph:
[303] twitter.com
[80] vox.com
[42] cleantechnica.com
[41] co.uk
[31] bit.ly
[30] youtube.com
[30] bloomberg.com
[26] weforum.org
[25] zerohedge.com
[21] com.au

Top Domains in Tweet in G1:
[87] twitter.com
[11] co.uk
[10] zerohedge.com
[8] vox.com
[8] einnews.com
[7] insideclimatenews.org
[7] youtube.com
[7] cleantechnica.com
[7] com.au
[6] uomoelegante.it

Top Domains in Tweet in G2:
[15] twitter.com
[12] grist.org
[8] coalitionforgreencapital.com
[7] theguardian.com
[6] rmi.org
[5] commondreams.org
[3] evergreenaction.com
[3] pnas.org
[3] thehill.com
[3] publicsource.org

Top Domains in Tweet in G3:
[13] wattsupwiththat.com
[6] twitter.com
[4] suntimes.com
[3] wsj.com
[2] interestingengineering.com
[2] euractiv.com
[1] channelnewsasia.com
[1] co.uk
[1] bloomberg.com
[1] prnewswire.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] vox.com
[1] youtube.com
[1] cnn.com
[1] cleantechnica.com
[1] time.com
[1] freep.com
[1] ieee.org
[1] springer.com
[1] google.com

Top Domains in Tweet in G5:
[27] twitter.com
[1] techcrunch.com

Top Domains in Tweet in G6:
[13] vox.com
[2] twitter.com
[1] energy.gov

Top Domains in Tweet in G7:
[9] fieldteam6.org
[7] ibj.com
[3] trib.al
[3] bloomberg.com
[2] washingtonpost.com
[2] twitter.com
[2] punchng.com
[1] cleveland.com
[1] ajc.com
[1] huffpost.com

Top Domains in Tweet in G8:
[2] americanprogress.org
[1] createresilientcommunities.com
[1] se.com
[1] cebn.org

Top Domains in Tweet in G9:
[6] energy.gov
[3] bit.ly
[2] washingtonpost.com
[2] iea.li
[2] irecusa.org
[2] greentechmedia.com
[2] cnbc.com
[2] bizjournals.com
[2] dnronline.com
[1] whitehouse.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[170] buildbackbetter
[149] energy
[132] btc
[129] crypto
[114] sustainability
[97] blockchain
[96] esg
[91] lightdefi
[89] wearelightdefi
[85] renewable



Top Hashtags in Tweet in G1:
[23] energy
[12] cleanenergy
[11] solarenergy
[10] renewable
[10] renewableenergy
[8] windenergy
[8] green
[7] electricity
[6] energystorage
[6] reliability

Top Hashtags in Tweet in G2:
[57] actonclimate
[38] buildbackbetter
[37] buildbackbetteract
[28] climatecrisis
[6] ourclimatemoment
[5] jobcreation
[4] westvirginia
[4] buildpublicrenewables
[4] voicesfor100
[3] climateactionnow

Top Hashtags in Tweet in G3:
[19] renewable
[18] windpowered
[6] climatecrisis
[6] nuclear
[6] smr
[6] thorium
[6] nuclearenergy
[5] climateemergency
[2] climatebrawl
[2] cdnpoli

Top Hashtags in Tweet in G4:
[10] bitcoin
[7] tesla
[4] buildbackbetter
[2] xrp
[2] dogeswag
[2] ford
[1] tx35
[1] dogearmy
[1] nissan
[1] fisker

Top Hashtags in Tweet in G5:
[29] bitcoin
[1] arb
[1] btc

Top Hashtags in Tweet in G6:
[1] nature
[1] buildbackbetteract

Top Hashtags in Tweet in G7:
[17] buildbackbetter
[17] richvstherestofus
[9] demsbuildbackbetter
[9] voterizer
[4] weatherization
[3] mauritius
[2] getmovingduke
[1] votersrights
[1] renewableenergy
[1] coal

Top Hashtags in Tweet in G8:
[12] buildbackbetter
[3] cleanenergy
[3] energyefficiency
[2] sealthedeal
[1] climatechange
[1] energytransition
[1] stateofcleanenergy

Top Hashtags in Tweet in G9:
[10] cleanenergy
[5] hydrogen
[5] nuclear
[3] energy
[3] netzero
[3] icymi
[3] renewables
[3] agu21
[3] cleanenergyva
[3] virginiaenergy

Top Hashtags in Tweet in G10:
[1] ga07

Top Words
Top Words in Tweet in Entire Graph:
[5939] energy
[2320] clean
[1643] renewable
[1493] green
[829] more
[769] climate
[744] manchin
[638] world
[608] fossil
[552] joe

Top Words in Tweet in G1:
[790] energy
[307] clean
[213] green
[205] renewable
[75] power
[67] solar
[63] more
[52] climate
[49] coal
[37] wind

Top Words in Tweet in G2:
[353] energy
[272] clean
[167] climate
[129] sen_joemanchin
[90] support
[80] jobs
[65] manchin
[57] #actonclimate
[57] renewable
[49] tax

Top Words in Tweet in G3:
[106] fossil
[105] fuels
[103] advocates
[103] demand
[102] energy'
[102] question
[102] lamphieryeg
[101] 26
[101] edmonton
[101] 'renewable

Top Words in Tweet in G4:
[171] energy
[86] elonmusk
[76] renewable
[60] senwarren
[54] sensanders
[53] more
[53] clean
[45] green
[44] ronwyden
[42] johnnacrider1

Top Words in Tweet in G5:
[263] energy
[244] paraguay
[219] uses
[217] dennis_porter_
[217] 3rd
[217] produce
[217] highest
[217] capita
[217] surplus
[217] world

Top Words in Tweet in G6:
[214] manchin
[157] fuel
[124] build
[93] fossil
[93] ryangrim
[92] economy
[92] statement
[92] better
[91] back
[89] moves

Top Words in Tweet in G7:
[117] energy
[72] georgia
[57] manchin
[57] tax
[57] credits
[56] senossoff
[56] billion
[50] washingtonpost
[48] policies
[47] comments

Top Words in Tweet in G8:
[317] joe
[157] paying
[157] help
[156] forget
[156] 50
[156] gop
[156] senators
[156] keep
[156] 000
[156] insulin

Top Words in Tweet in G9:
[227] energy
[123] clean
[63] secgranholm
[57] future
[41] more
[35] part
[35] projects
[35] infrastructure
[34] vital
[32] workforce

Top Words in Tweet in G10:
[176] people
[156] gt
[155] tax
[155] cuts
[155] rich
[155] including
[155] wealthy
[155] work
[155] rewards
[155] job

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1729] clean,energy
[1349] renewable,energy
[770] green,energy
[311] build,back
[308] back,better
[272] fossil,fuels
[257] fossil,fuel
[218] energy,produce
[217] paraguay,uses
[217] uses,3rd

Top Word Pairs in Tweet in G1:
[199] clean,energy
[169] renewable,energy
[101] green,energy
[33] energy,clean
[23] climate,change
[18] fossil,fuels
[16] energy,future
[16] energy,transition
[13] fossil,fuel
[12] energy,etf

Top Word Pairs in Tweet in G2:
[231] clean,energy
[53] renewable,energy
[36] tax,credits
[34] energy,tax
[31] justice,40
[31] 40,initiative
[29] climate,bank
[29] climate,change
[28] sen_joemanchin,sencapito
[28] climate,solutions

Top Word Pairs in Tweet in G3:
[105] fossil,fuels
[102] energy',advocates
[101] 26,edmonton
[101] edmonton,question
[101] question,'renewable
[101] 'renewable,energy'
[101] advocates,demand
[101] demand,fossil
[100] lamphieryeg,26
[100] fuels,ma

Top Word Pairs in Tweet in G4:
[71] renewable,energy
[42] clean,energy
[38] ronwyden,senatefinance
[38] senatefinance,put
[38] put,forward
[38] forward,revenue
[38] revenue,menu
[38] menu,more
[38] more,enough
[38] enough,options

Top Word Pairs in Tweet in G5:
[217] paraguay,uses
[217] uses,3rd
[217] 3rd,energy
[217] energy,produce
[217] produce,highest
[217] highest,capita
[217] capita,surplus
[217] surplus,world
[216] dennis_porter_,paraguay
[216] world,gr

Top Word Pairs in Tweet in G6:
[92] fossil,fuel
[91] build,back
[91] back,better
[89] manchin,statement
[89] statement,build
[89] better,moves
[89] moves,economy
[89] economy,quickly
[89] quickly,away
[89] away,fossil

Top Word Pairs in Tweet in G7:
[57] tax,credits
[47] manchin,comments
[47] comments,fox
[47] fox,news
[47] news,sunday
[47] sunday,put
[47] put,risk
[47] risk,555
[47] 555,billion
[47] billion,package

Top Word Pairs in Tweet in G8:
[156] joe,joe
[156] joe,forget
[156] forget,50
[156] 50,gop
[156] gop,senators
[156] senators,keep
[156] keep,paying
[156] paying,000
[156] 000,insulin
[156] insulin,childcare

Top Word Pairs in Tweet in G9:
[103] clean,energy
[48] energy,future
[30] part,clean
[29] batteries,vital
[29] vital,part
[29] future,california
[29] california,projects
[29] projects,hedge
[29] hedge,battery
[29] battery,energy

Top Word Pairs in Tweet in G10:
[155] tax,cuts
[155] cuts,rich
[155] rich,including
[155] including,people
[155] people,wealthy
[155] wealthy,work
[155] work,gt
[155] gt,rewards
[155] rewards,job
[155] job,creators

Top Replied-To
Top Replied-To in Entire Graph:
@sensanders
@watcherguru
@sen_joemanchin
@repstefanik
@elonmusk
@geconsumers
@shellenbergermd
@senwarren
@youvoi4
@johnnacrider1

Top Replied-To in G1:

Top Replied-To in G2:
@sen_joemanchin
@energydems
@davidaxelrod
@donwinslow
@heathergtv
@speakerpelosi
@potus
@cecilroberts
@mywvirginiajobs
@beavoter4life

Top Replied-To in G3:
@oncleanair
@javierblas
@gmbutts
@johncornfield6
@goldenshowers7
@nonukebailouts
@greenpeace
@climatehope2
@d_e_mol
@seamusoregan

Top Replied-To in G4:
@sensanders
@elonmusk
@senwarren
@johnnacrider1
@laurenboebert
@azow
@nasdaq
@1kitty6
@georgeaylett
@richmarberger

Top Replied-To in G5:
@btc_archive
@dennis_porter_

Top Replied-To in G6:
@ryangrim
@faygored89

Top Replied-To in G7:
@illinidiva12
@senjeffmerkley
@washingtonpost
@atlchamber
@senossoff

Top Replied-To in G8:
@hughhewitt
@conditlynn

Top Replied-To in G9:
@secgranholm
@sentedcruz
@secretarypete
@gopleader
@pnnlab
@repgonzalez
@johncornyn
@jesslhardin
@argonne
@javierblas

Top Mentioned
Top Mentioned in Entire Graph:
@dennis_porter_
@danpriceseattle
@ericg1247
@sen_joemanchin
@lamphieryeg
@light_defi
@ryangrim
@jacklombardi
@elonmusk
@ddayen

Top Mentioned in G1:
@investorideas
@williammarsward
@newdeal4us
@ronmartino4
@khabarindiaki
@perfidioussh
@climatemasterus

Top Mentioned in G2:
@sen_joemanchin
@potus
@sencapito
@sentinasmith
@govkathyhochul
@ella_nilsen
@senatorsinema
@bobby4brooklyn
@publicpowerny
@annamphillips

Top Mentioned in G3:
@lamphieryeg
@mikehudema
@opg
@wattsupwiththat
@keillerdon
@javierblas
@ongov
@ontariopcparty
@ontliberal
@ontariondp

Top Mentioned in G4:
@elonmusk
@senwarren
@ronwyden
@senatefinance
@johnnacrider1
@buckporno
@sensanders
@billym2k
@tesla
@teslaandbitcoin

Top Mentioned in G5:
@dennis_porter_
@btc_archive
@techcrunch
@argoblockchain
@gladstein

Top Mentioned in G6:
@ryangrim
@ddayen
@rebleber
@beeasmarine
@senjackyrosen
@indivisiblennv
@senjeffmerkley
@repcasten
@419meathead
@secgranholm

Top Mentioned in G7:
@senossoff
@washingtonpost
@ossoff
@senjeffmerkley
@alexckaufman
@rivian
@bigbluewaveusa
@sollenbergerrc
@climate
@johnrussell99

Top Mentioned in G8:
@ericg1247
@domainannie
@tomthunkitsmind
@sdlaborcouncil
@senatedems
@senategop
@usbc123
@bcsecleanenergy
@justice_ucc
@danpriceseattle

Top Mentioned in G9:
@secgranholm
@energy
@breakthrough
@derekcressman
@smudupdates
@sustaera
@iea
@whitehouse
@sentedcruz
@energyuw

Top Mentioned in G10:
@danpriceseattle
@carolyn4ga7
@senjeffmerkley

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@oldlady12345
@rashidaldosari
@cybersec_feeds
@marciojmsilva
@world_news_eng
@sikecilmarmut
@robre62
@pparzival
@solutioneer72

Top Tweeters in G1:
@crweworld
@nobby15
@inquirerdotnet
@newsfilterio
@seekingalpha
@exbulletinuk
@fxbooklttg
@mysoulradio
@knittingknots
@augusteve2012

Top Tweeters in G2:
@solutioneer72
@wally_wests
@all435reps
@tyberzannxxxx
@deesbarbara
@walmart
@janiecestaton
@markburgerenerg
@rleas
@nysoviet

Top Tweeters in G3:
@dclarediane
@xformed
@e2dot7182818284
@halleverkehrt
@tony_porras2050
@edglasgow59
@markcojuangco
@rogerxmathew
@elleallever
@tony__heller

Top Tweeters in G4:
@inspiteoftrump
@all100senators
@michaelsen_erik
@charlierichmond
@time
@sunni_in_socal
@ladykitchenless
@markshopkins
@gramasugar
@passportjay

Top Tweeters in G5:
@johnjonny1
@dontelamonte
@techcrunch
@emmablackkeys
@alvaro_santis
@bitcoinedu
@btcyn
@gladstein
@dekentro
@fc89fc

Top Tweeters in G6:
@marthalynneowe1
@n7irl
@jjdebenedictis
@raypride
@eilonwy24
@jwomack
@urocklive1
@buzzedition
@sharonhoole
@freespeechlover

Top Tweeters in G7:
@world_news_eng
@rosenchild
@jamestoupin
@24baseballreed
@humbertozamorar
@huffpost
@avonan
@dawnroseturner
@charluv2011
@charlenegapeach

Top Tweeters in G8:
@tomthunkitsmind
@darrellpmwest
@bad_woof
@vmbritsch
@carriesweet2017
@nakesha_horsey
@flyhyland
@mame6432
@mcassara143
@ceciliaannh

Top Tweeters in G9:
@saragomezaranci
@kak089
@rosstell
@geegeebythesea
@fabriciosx
@suekhi
@lorettabower3
@benishii_
@stlhd100
@wendyverran

Top Tweeters in G10:
@cheezwitham
@terryg1979
@btptechsearch
@jbthomjohn
@angelmabel19761
@amandanonumbers
@wordwarrior16
@charger0843rion
@jm44dog
@peacelovingrn


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