Solar (panel OR Photovoltaic), Twitter, 6/13/2021 6:44:41 AM, 256784


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Solar (panel OR Photovoltaic)_2021-06-12_22-29-09.xlsx
Solar (panel OR Photovoltaic)_2021-06-12_22-29-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2021
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/2TrX0SA
@business
@shellenbergermd
@adam_tooze
@chrispydog
@albertoemachado
@elonmusk
@earthaccounting
@saleemulhuq
@michaelemann
@nasainsight

Top hashtags:
#solar
#solarenergy
#renewableenergy
#solarpower

Description:
Description
The graph represents a network of 8,730 Twitter users whose tweets in the requested range contained "Solar (panel OR Photovoltaic)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 13 June 2021 at 05:42 UTC.

The requested start date was Sunday, 13 June 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 8-day, 14-hour, 17-minute period from Friday, 04 June 2021 at 09:32 UTC to Saturday, 12 June 2021 at 23:50 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 : 8730
Unique Edges : 6260
Edges With Duplicates : 8258
Total Edges : 14518
Number of Edge Types : 5
Retweet : 3444
MentionsInRetweet : 4521
Replies to : 1418
Mentions : 2758
Tweet : 2377
Self-Loops : 2447
Reciprocated Vertex Pair Ratio : 0.0198382613090725
Reciprocated Edge Ratio : 0.0389047206046339
Connected Components : 2642
Single-Vertex Connected Components : 1436
Maximum Vertices in a Connected Component : 2748
Maximum Edges in a Connected Component : 6659
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 8.23041
Graph Density : 0.000105912839153028
Modularity : 0.597368
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,730 Twitter users whose tweets in the requested range contained "Solar (panel OR Photovoltaic)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 13 June 2021 at 05:42 UTC.

The requested start date was Sunday, 13 June 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 8-day, 14-hour, 17-minute period from Friday, 04 June 2021 at 09:32 UTC to Saturday, 12 June 2021 at 23:50 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 : Solar (panel OR Photovoltaic)
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:
[143] https://www.bloomberg.com/news/articles/2021-06-04/solar-jobs-2021-how-china-beat-u-s-to-become-world-s-solar-champion?srnd=premium&sref=xuVirdpv&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter&utm_content=business&utm_medium=social
[125] https://techmarketstoday.com/a-2-5-trillion-infrastructure-package-in-the-works-could-send-solar-disruptor-green-stream-holdings-soaring/?utm_source=twitter&utm_medium=social&utm_campaign=gsfi
[37] https://www.wsj.com/articles/first-solar-to-build-new-solar-panel-factory-in-ohio-11623236400
[34] https://insideclimatenews.org/news/10062021/inside-clean-energy-solar-panel-prices-nuclear-microgrids/
[26] https://www.poandpo.com/companies/after-several-years-in-debts-yingli-solar-on-track-to-become-major-solar-panel-force
[26] https://www.poandpo.com/
[25] https://www.teslarati.com/tesla-solar-panel-removal-and-reinstallation-policy/
[23] https://www.agroalimentando.com/nota/1680
[22] https://www.nytimes.com/2021/06/09/business/first-solar-ohio-factory.html?referringSource=articleShare
[16] https://www.cbc.ca/news/science/bipv-solar-1.6044485

Top URLs in Tweet in G1:
[26] https://www.poandpo.com/companies/after-several-years-in-debts-yingli-solar-on-track-to-become-major-solar-panel-force
[26] https://www.poandpo.com/
[16] https://www.wsj.com/articles/first-solar-to-build-new-solar-panel-factory-in-ohio-11623236400
[14] https://makeuseof.com/
[12] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[9] https://www.cbc.ca/news/science/bipv-solar-1.6044485
[9] https://www.nytimes.com/2021/06/09/business/first-solar-ohio-factory.html
[8] https://insideclimatenews.org/news/10062021/inside-clean-energy-solar-panel-prices-nuclear-microgrids/
[8] https://brightearthsolar.com.au/transform-enphase-microinverters
[7] https://gleam.io/9YjiA-1Uhyb9lta5?l=https%3A%2F%2Fwww.makeuseof.com%2Fgiveaways%2F

Top URLs in Tweet in G2:
[4] https://www.discovermagazine.com/environment/solar-panel-waste-the-dark-side-of-clean-energy
[2] https://www.technologyreview.com/s/612238/wide-scale-us-wind-power-could-cause-significant-warming/
[1] https://www.ft.com/content/8614fdca-dd80-4d1f-8b01-8d9c9538ac69
[1] https://michaelshellenberger.substack.com/p/china-made-solar-cheap-with-coal
[1] https://thehill.com/policy/energy-environment/553927-white-house-environmental-justice-advisors-expresses-opposition-to
[1] https://www.entrepreneur.com/article/369901
[1] https://www.americanexperiment.org/2019/06/every-wind-turbine-solar-panel-built-today-will-scrap-metal-2050
[1] https://www.cfact.org/2019/09/15/the-solar-panel-toxic-waste-problem/
[1] https://www.nature.com/articles/srep35070
[1] https://twitter.com/drvolts/status/1402697069895159810

Top URLs in Tweet in G3:
[1] https://www.cnn.com/2021/05/14/energy/china-solar-panels-uyghur-forced-labor-dst-intl-hnk/index.html
[1] https://www.cleveland.com/news/2021/06/new-solar-panel-plant-bringing-500-jobs-to-northwest-ohio.html
[1] https://patriotpost.us/articles/73114-green-energy-isnt-so-green-2020-09-01
[1] https://www.cnbc.com/amp/2019/08/20/walmart-sues-tesla-over-solar-panel-fires-at-seven-stores.html
[1] https://newatlas.com/100-percent-renewable-office-and-production-building-burckhardt--partner/27683/
[1] https://www.youtube.com/watch?v=4lWro0U-iRE&feature=youtu.be

[1] https://asia.nikkei.com/Spotlight/Environment/Climate-Change/Japan-pushes-solar-panel-mandate-for-new-public-buildings

Top URLs in Tweet in G4:
[2] https://twitter.com/RexMartinich/status/1402091246017933328
[2] https://linkinghub.elsevier.com/retrieve/pii/S136403211930591X
[1] https://go.nasa.gov/3uJYNzd
[1] https://www.shubbak.de/2019/10/03/advances-in-solar-photovoltaics/
[1] https://cnnespanol.cnn.com/video/marte-mision-insight-polvo-brazo-robotico-panel-solar-nasa-espacio-redaccion-mexico/
[1] https://twitter.com/NASAKennedy/status/1403360199319212039
[1] https://www.forbes.com/sites/vikrammittal/2021/06/02/twenty-pounds-of-batteries-or-a-rolled-up-solar-panel/
[1] https://www.jpl.nasa.gov/news/nasas-insight-mars-lander-gets-a-power-boost
[1] https://www.nasa.gov/feature/new-solar-arrays-to-power-nasa-s-international-space-station-research
[1] https://www.nasa.gov/feature/jpl/nasa-s-insight-mars-lander-gets-a-power-boost?utm_source=TWITTER&utm_medium=KathyLueders&utm_campaign=NASASocial&linkId=120497308

Top URLs in Tweet in G5:
[3] https://earth911.com/eco-tech/solar-panel-recycling/?utm_source=ActiveCampaign&utm_medium=email&utm_content=%F0%9F%8C%8E+Are+Corporate+Claims+of+Regenerative+Agriculture+Real%3F+%7C+Wildlife+Gardening+%7C+US+Solar+Panel+Recycling+%7C+Podcast%3A+Hard+Kombucha+Brewer&utm_campaign=Earth911%3A+June+8%2C+2021
[2] https://www.hortidaily.com/article/9327439/simple-integration-standard-solar-panel-in-3-20-meter-bar-reduces-investment-costs/#.YLo3vy9S7c8.twitter
[2] https://www.facebook.com/events/880840502471819
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DOVs8juLCYyQ&q=EgS4SO-bGJixloYGIhDDM4UxuozBJVd_4JHjAiQxMgFy
[1] https://news.trust.org/item/20210609202041-gptbr/
[1] https://www.ehn.org/geoengineering-climate-injustice-2653294958.html
[1] https://www.wsj.com/articles/first-solar-to-build-new-solar-panel-factory-in-ohio-11623236400
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=0255e140-ca4c-11eb-9031-43d16aac7610&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0wNy91LXMtY29tcGFueS1iZXRzLW9uLXNvbGFyLW1hbnVmYWN0dXJpbmctdXB0dXJuLXdpdGgtbmV3LXBsYW50
[1] https://cleantechnica.com/2021/05/31/solar-panel-installations-over-canals-could-save-california-65-billion-gallons-of-water-per-year/
[1] https://insideclimatenews.org/news/10062021/inside-clean-energy-solar-panel-prices-nuclear-microgrids/

Top URLs in Tweet in G6:
[6] https://www.linkedin.com/slink?code=eNN-9ZP
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DTTSS407DlEM%26ab_channel%3DTGETV&q=EgS4SO-bGMywloYGIhBLbMSLqb7OrjclxoQ57rgYMgFy
[1] https://trib.al/sLvkddy
[1] https://www.wsj.com/articles/first-solar-to-build-new-solar-panel-factory-in-ohio-11623236400?redirect=amp#click=https://t.co/lXeAiVE0IJ
[1] https://www.teslarati.com/tesla-cybertruck-solar-panel-tonneau-cover-patent-elon-musk/
[1] https://twitter.com/Tesla/status/1401992031073886212
[1] https://twitter.com/aaronallniter/status/1401754888913174533
[1] https://www.cbc.ca/news/science/bipv-solar-1.6044485
[1] https://www.solarpowerworldonline.com/2020/02/panasonic-is-leaving-teslas-solar-panel-gigafactory-in-buffalo/
[1] https://www.al.com/news/2021/06/feds-alabama-solar-fee-may-violate-federal-law.html

Top URLs in Tweet in G7:
[140] https://www.bloomberg.com/news/articles/2021-06-04/solar-jobs-2021-how-china-beat-u-s-to-become-world-s-solar-champion?srnd=premium&sref=xuVirdpv&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter&utm_content=business&utm_medium=social
[1] https://www.bloomberg.com/news/articles/2021-06-09/first-solar-to-double-u-s-panel-making-capacity-with-new-plant?utm_content=business&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic
[1] https://www.bloomberg.com/news/articles/2021-06-07/u-s-company-bets-on-solar-manufacturing-upturn-with-new-plant?utm_content=business&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=acede970-c8b9-11eb-9ad6-438406a30233&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0wNy91LXMtY29tcGFueS1iZXRzLW9uLXNvbGFyLW1hbnVmYWN0dXJpbmctdXB0dXJuLXdpdGgtbmV3LXBsYW50P3NyZWY9b09lUEk5MUM=

Top URLs in Tweet in G8:
[24] https://www.teslarati.com/tesla-solar-panel-removal-and-reinstallation-policy/
[10] https://cleanenergy.academy/
[7] https://www.instituteforenergyresearch.org/renewable/solar/bidens-new-problem-rising-solar-panel-prices/
[6] https://www.wsj.com/articles/first-solar-to-build-new-solar-panel-factory-in-ohio-11623236400
[5] https://www.solarquotes.com.au/blog/lithgow-solar-recycling-mb2033/?utm_source=SPS
[5] https://www.ahmedabadlocal.com/2021/06/11/western-canada-turnkey-renewable-energy-solutions-for-individuals-launched/
[4] https://www.instagram.com/accounts/login/
[4] https://www.lazensolar.com/get-quoted
[3] https://www.ctvnews.ca/sci-tech/a-solar-panel-in-space-is-collecting-energy-that-could-one-day-be-beamed-to-anywhere-on-earth-1.5334944
[3] https://www.pv-magazine.com/2021/06/09/perovskite-solar-panel-with-16-1-efficiency-via-ambient-air-blade-coating/

Top URLs in Tweet in G9:
[1] https://trib.al/iSl7huF

Top URLs in Tweet in G10:
[1] https://tweetedtimes.com/v/12085?s=tnp
[1] https://sunpower.maxeon.com/int/solar-panel-products/sunpower-flexible-solar-panels

Top Domains
Top Domains in Tweet in Entire Graph:
[184] bloomberg.com
[176] twitter.com
[125] techmarketstoday.com
[98] wsj.com
[53] youtube.com
[52] poandpo.com
[49] co.uk
[48] com.au
[41] nytimes.com
[36] google.com

Top Domains in Tweet in G1:
[107] twitter.com
[52] poandpo.com
[37] wsj.com
[28] co.uk
[28] com.au
[26] ebay.com
[19] thesolarmove.com
[17] google.com
[15] linkedin.com
[14] makeuseof.com

Top Domains in Tweet in G2:
[4] discovermagazine.com
[2] technologyreview.com
[2] twitter.com
[1] ft.com
[1] substack.com
[1] thehill.com
[1] entrepreneur.com
[1] americanexperiment.org
[1] cfact.org
[1] nature.com

Top Domains in Tweet in G3:
[1] cnn.com
[1] cleveland.com
[1] patriotpost.us
[1] cnbc.com
[1] newatlas.com
[1] youtube.com
[1] nikkei.com

Top Domains in Tweet in G4:
[5] nasa.gov
[4] twitter.com
[2] elsevier.com
[1] shubbak.de
[1] cnn.com
[1] forbes.com
[1] arcgis.com
[1] google.com

Top Domains in Tweet in G5:
[4] earth911.com
[4] facebook.com
[2] hortidaily.com
[1] google.com
[1] trust.org
[1] ehn.org
[1] wsj.com
[1] bloomberg.com
[1] cleantechnica.com
[1] insideclimatenews.org

Top Domains in Tweet in G6:
[6] linkedin.com
[3] twitter.com
[2] teslarati.com
[1] google.com
[1] trib.al
[1] wsj.com
[1] cbc.ca
[1] solarpowerworldonline.com
[1] al.com

Top Domains in Tweet in G7:
[143] bloomberg.com

Top Domains in Tweet in G8:
[24] teslarati.com
[11] wsj.com
[10] cleanenergy.academy
[9] pv-magazine.com
[9] com.au
[7] solarpv-expert.com
[7] instituteforenergyresearch.org
[5] ahmedabadlocal.com
[5] linkedin.com
[5] realmagicgadget.com

Top Domains in Tweet in G9:
[1] trib.al

Top Domains in Tweet in G10:
[1] tweetedtimes.com
[1] maxeon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[469] solar
[227] solarenergy
[112] renewableenergy
[111] solarpower
[106] solarpanels
[83] photovoltaic
[70] energy
[64] sustainability
[60] solarpanel
[50] cleanenergy



Top Hashtags in Tweet in G1:
[103] solar
[45] solarpanels
[34] solarenergy
[30] solarpower
[28] news
[26] companies
[26] explore
[26] follow
[21] solarpanel
[21] energy

Top Hashtags in Tweet in G2:
[1] stopfakerenewables
[1] cleanenergy
[1] greennewdeal
[1] climateemergency
[1] go100re
[1] eugreendeal
[1] energiewende
[1] extinctionrebellion
[1] cop26
[1] climate

Top Hashtags in Tweet in G4:
[4] nasa
[3] raven
[3] hawk
[2] datajournalism
[2] mars
[2] iss
[1] asknasa
[1] internationalspacestation
[1] nasajohnson
[1] helicopter

Top Hashtags in Tweet in G5:
[34] geoengineering
[24] solar
[5] california
[4] recycling
[4] sayno2solargeo
[2] solarpanels
[1] pv
[1] cleanergy
[1] sustainability
[1] livegreen

Top Hashtags in Tweet in G6:
[6] photovoltaic
[6] waterquality
[5] sustainability
[4] campingworld
[4] bitcoin
[4] tesla
[4] cybertruck
[3] solarink
[3] innovation
[3] tech4good

Top Hashtags in Tweet in G8:
[90] solar
[76] renewableenergy
[57] solarenergy
[53] solarpower
[41] solarpanels
[32] photovoltaic
[29] energy
[28] cleanenergy
[25] renewables
[25] greenenergy

Top Hashtags in Tweet in G10:
[33] solarink
[33] sustainability
[33] innovation
[33] tech4good
[5] ethiopia
[1] robotics
[1] agriculture
[1] farmer
[1] ai
[1] greenenergy

Top Words
Top Words in Tweet in Entire Graph:
[8242] solar
[5903] panel
[868] energy
[757] panels
[651] power
[509] more
[469] #solar
[453] manufacturing
[435] shellenbergermd
[405] photovoltaic

Top Words in Tweet in G1:
[2171] solar
[1547] panel
[209] power
[205] energy
[127] photovoltaic
[123] panels
[116] system
[109] more
[103] #solar
[95] first

Top Words in Tweet in G2:
[575] solar
[428] shellenbergermd
[308] panels
[235] toxic
[188] slave
[182] efficiency
[182] subsidies
[181] clear
[181] made
[181] cheap

Top Words in Tweet in G3:
[46] solar
[38] panel
[23] barbarajdurkin
[20] markp1950
[20] bailfund_brawl
[19] johnson_wrjohn1
[18] eric84701331
[18] markhin83862722
[14] martinbrampton
[14] forgues_michel

Top Words in Tweet in G4:
[211] solar
[194] panel
[160] nasainsight
[152] works
[152] myself
[152] time
[151] dumping
[151] clean
[151] tried
[150] dirt

Top Words in Tweet in G5:
[238] solar
[184] panel
[130] geoengineering
[111] michaelemann
[86] indigenous
[86] peoples
[80] climate
[79] scientists
[61] piece
[59] big

Top Words in Tweet in G6:
[127] solar
[102] panel
[89] elonmusk
[57] tesla
[23] power
[21] powerwall
[21] roof
[21] car
[15] house
[13] idea

Top Words in Tweet in G7:
[174] solar
[173] panel
[172] manufacturing
[170] business
[140] china
[140] went
[140] produces
[140] three
[140] quarters
[140] world

Top Words in Tweet in G8:
[340] solar
[159] panel
[90] #solar
[88] energy
[76] #renewableenergy
[57] #solarenergy
[53] #solarpower
[41] #solarpanels
[38] firstsolar
[37] panels

Top Words in Tweet in G9:
[138] solar
[130] panel
[130] 'blooms'
[130] flower
[130] produces
[130] 40
[130] more
[130] energy
[128] valaafshar
[4] first

Top Words in Tweet in G10:
[109] solar
[108] panel
[58] capacity
[56] renovagen
[55] high
[55] rollable
[55] power
[55] 100
[55] bed
[55] clinic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4899] solar,panel
[591] solar,panels
[317] panel,solar
[312] first,solar
[257] panel,manufacturing
[201] made,solar
[195] solar,power
[183] cheap,coal
[182] clear,efficiency
[182] efficiency,made

Top Word Pairs in Tweet in G1:
[1293] solar,panel
[112] panel,solar
[89] solar,panels
[81] first,solar
[74] solar,power
[57] panel,factory
[54] solar,photovoltaic
[51] panel,installation
[50] factory,ohio
[39] build,solar

Top Word Pairs in Tweet in G2:
[306] solar,panels
[181] clear,efficiency
[181] efficiency,made
[181] made,solar
[181] panels,cheap
[181] cheap,coal
[181] coal,china's
[181] china's,heavy
[181] heavy,subsidies
[181] subsidies,slave

Top Word Pairs in Tweet in G3:
[37] solar,panel
[9] markp1950,vkindopp
[9] vkindopp,markhin83862722
[9] markhin83862722,forgues_michel
[9] forgues_michel,rayinstirling
[9] rayinstirling,barbarajdurkin
[9] barbarajdurkin,eric84701331
[9] johnson_wrjohn1,markp1950
[8] lesjohnsonhrvat,climatedetecti1
[8] climatedetecti1,therealrolfster

Top Word Pairs in Tweet in G4:
[184] solar,panel
[151] clean,solar
[150] works,dumping
[150] dumping,dirt
[150] dirt,myself
[150] myself,recently
[150] recently,helped
[150] helped,clean
[150] panel,ve
[150] ve,tried

Top Word Pairs in Tweet in G5:
[130] solar,geoengineering
[86] indigenous,peoples
[77] michaelemann,solar
[72] solar,panel
[55] important,see
[55] see,solar
[55] panel,jobs
[55] jobs,coming
[55] coming,america
[55] america,especially

Top Word Pairs in Tweet in G6:
[94] solar,panel
[16] elonmusk,solar
[12] solar,power
[12] panel,roof
[9] power,feed
[9] feed,exclusively
[9] exclusively,powerwall
[9] powerwall,powerwall
[9] powerwall,interface
[9] interface,between

Top Word Pairs in Tweet in G7:
[161] solar,panel
[140] china,went
[140] went,solar
[140] panel,manufacturing
[140] manufacturing,produces
[140] produces,three
[140] three,quarters
[140] quarters,world
[140] world,supply
[139] business,china

Top Word Pairs in Tweet in G8:
[133] solar,panel
[30] solar,energy
[30] #solar,#solarpower
[27] #solarenergy,#solar
[22] looking,roof
[22] roof,home
[22] home,renovation
[22] renovation,move
[22] move,tesla
[22] tesla,solar

Top Word Pairs in Tweet in G9:
[130] solar,panel
[130] panel,'blooms'
[130] 'blooms',flower
[130] flower,produces
[130] produces,40
[130] 40,more
[130] more,energy
[128] valaafshar,solar
[4] first,solar
[4] solar,set

Top Word Pairs in Tweet in G10:
[108] solar,panel
[55] high,capacity
[55] capacity,rollable
[55] rollable,solar
[55] panel,power
[55] power,100
[55] 100,bed
[55] bed,clinic
[55] clinic,renovagen
[55] renovagen,sebbourguignon

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@miraeasset_in
@phags
@techconnectify
@chariixbox1
@tinabob2021
@pmoindia
@nasainsight
@letmeeatyouras5
@tuur_pit

Top Replied-To in G2:
@tz523
@darryllovegrove
@aea
@rogtallbloke
@man_integrated
@sengerchristof

Top Replied-To in G3:
@markp1950
@johnson_wrjohn1
@friendsoscience
@markhin83862722
@martinbrampton
@ikeb247
@blknwhtkat
@ozzorro1
@fiddlers__green
@iandjbrown2

Top Replied-To in G4:
@nasainsight
@spacex
@thegodtroynaar7
@caso_noosveo
@space_station
@nasakennedy
@samgdotson
@larkinmosscrop
@footprint2wings
@andyrewjw

Top Replied-To in G5:
@calvinzod
@energy
@climatebook
@jacobecarson
@mikehudema

Top Replied-To in G6:
@elonmusk
@marcuslemonis
@tesla
@teslaownersebay
@teslaownerssv
@engineers_feed
@greg16676935420
@teslarati
@stephen70616538
@chainlinkington

Top Replied-To in G7:
@cleversubtle
@business

Top Replied-To in G8:
@elonmusk
@recsolar
@yinglisolar
@solarwakeup
@mitsubishisolar
@aussolarquotes
@firstsolar
@jrw_in_the_keys

Top Replied-To in G10:
@harry_lye

Top Mentioned
Top Mentioned in Entire Graph:
@shellenbergermd
@business
@nasainsight
@valaafshar
@michaelemann
@elonmusk
@billmckibben
@renovagen
@sebbourguignon
@pascal_bornet

Top Mentioned in G1:
@thesolarmove
@dagon57r
@rvingoutdoors
@blue6shop
@oalzaabi
@price420captain
@squadelujah
@grndswell

Top Mentioned in G2:
@shellenbergermd
@washingtonpost
@amedsker
@billgates
@karnfull_en
@jfsebastian146
@izakaminska
@ft
@alan_john_moran
@noturbine

Top Mentioned in G3:
@barbarajdurkin
@bailfund_brawl
@markp1950
@eric84701331
@johnson_wrjohn1
@markhin83862722
@forgues_michel
@martinbrampton
@roypentland
@barrtecforever

Top Mentioned in G4:
@nasainsight
@kathylueders
@nasajpl
@nasa
@space_station
@spacex
@iss_research
@climatechangeob
@solarinmass
@crytzerfry

Top Mentioned in G5:
@michaelemann
@billmckibben
@cptnclmt
@ehn
@c
@drvandanashiva
@etc_group
@earthaccounting
@boell_stiftung
@mikehudema

Top Mentioned in G6:
@elonmusk
@tesla
@hanze
@sus_mdpi
@florisboogaard
@i
@pareekhjain
@segundoatdell
@mashable
@enricomoli

Top Mentioned in G7:
@business
@durhamfella

Top Mentioned in G8:
@firstsolar
@teslarati
@pvmagazine
@greenvillageele
@jinkosolarcoltd
@ierenergy
@pvasolar
@renvoltcare
@bill_summer
@balkangreennews

Top Mentioned in G9:
@valaafshar
@wsjpolitics

Top Mentioned in G10:
@renovagen
@sebbourguignon
@pascal_bornet
@kirk
@mashable
@segundoatdell
@enricomoli
@frronconi
@kirkdborne
@tamaramccleary

Top Tweeters
Top Tweeters in Entire Graph:
@rojname_com
@rashidaldosari
@detikcom
@tokoroten510
@amatimesale
@robinsnewswire
@flipkartsupport
@cybersec_feeds
@chidambara09
@mlnangalama

Top Tweeters in G1:
@amatimesale
@poandpo
@politicalhedge
@ilcentrotirreno
@toicitiesnews
@marketcurrents
@thedextazlab
@newsfilterio
@usrealitycheck
@dubvnow

Top Tweeters in G2:
@dclarediane
@tyrelle123
@mdfineart
@sandoly
@fieldroamer
@cherrybaysb
@jfsebastian146
@washingtonpost
@1_vagabond
@fernetmendocina

Top Tweeters in G3:
@tokyo_tom
@boggywood
@tea4gunssc
@tan123
@dickmackintosh
@ronnieressler
@mickgreenhough
@plagueofprogs
@robmeekel
@friendsoscience

Top Tweeters in G4:
@geoffrey_payne
@adekleine
@sdevincenzo
@juanjo3800
@sandysva
@burritojustice
@zero2152
@smilesimplify
@nasdaisas
@epidatageek

Top Tweeters in G5:
@_redfrog
@padakitty
@akuma_river
@ecclesias
@kimvie
@didifrench
@softgrasswalker
@shanaban52
@cindy63306167
@saleemulhuq

Top Tweeters in G6:
@kervcristo
@sustaintrends
@imagine_garden
@alongcamemary1
@vivvchy
@tomgreene2
@supatothedupa
@activator_n
@melaynalokosky
@codingmark

Top Tweeters in G7:
@business
@viriyabot
@rhcm123
@wagjuer
@dokscho
@joshdacat
@verticalrepeat
@no2l
@ernieschell
@cburgazzi

Top Tweeters in G8:
@jsnyder555
@alvarez_nimer
@biogirl09
@scifryer2
@ing_martin_v
@ed_averill
@ktar923
@cablond1
@johnsnowmtainer
@petrine05647629

Top Tweeters in G9:
@valaafshar
@batzorig2012
@aries7004
@montielabonilla
@ideasusadas
@samikm_2003
@agirregabiria
@berthahistoria
@pietrezhaukongo
@raishussin

Top Tweeters in G10:
@mashable
@shi4tech
@techjunkiejh
@gvalan
@kuriharan
@bernardo_pirola
@spirosmargaris
@jblefevre60
@robotconsumer
@drjdrooghaag


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