Solar (panel OR Photovoltaic), Twitter, 8/21/2022 9:46:42 AM, 280459


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Solar (panel OR Photovoltaic)_2022-08-20_22-27-10.xlsx
Solar (panel OR Photovoltaic)_2022-08-20_22-27-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 21, 2022
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3pwvOin
@letimagaldi
@selinawangtv
@rainmaker1973
@cnn
@uspatriot99
@mikepompeo
@helloeuromat
@thedisproof
@mark_frankfurt
@potus

Top hashtags:
#solar
#solarpanels
#amazon
#aliexpress
#solarpanel
#garden
#rt

Description:
Description
The graph represents a network of 8,300 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, 21 August 2022 at 05:35 UTC.

The requested start date was Sunday, 21 August 2022 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 2-day, 20-hour, 37-minute period from Wednesday, 17 August 2022 at 03:34 UTC to Saturday, 20 August 2022 at 00:11 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 : 8300
Unique Edges : 3291
Edges With Duplicates : 11157
Total Edges : 14448
Number of Edge Types : 5
Retweet : 5169
MentionsInRetweet : 5423
Replies to : 892
Tweet : 1347
Mentions : 1617
Self-Loops : 1381
Reciprocated Vertex Pair Ratio : 0.00628930817610063
Reciprocated Edge Ratio : 0.0125
Connected Components : 1354
Single-Vertex Connected Components : 675
Maximum Vertices in a Connected Component : 4398
Maximum Edges in a Connected Component : 8949
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 4.226341
Graph Density : 0.000111495506063294
Modularity : 0.527692
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,300 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, 21 August 2022 at 05:35 UTC.

The requested start date was Sunday, 21 August 2022 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 2-day, 20-hour, 37-minute period from Wednesday, 17 August 2022 at 03:34 UTC to Saturday, 20 August 2022 at 00:11 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:
[31] https://www.emilyreviews.com/2022/08/geneverse-homepower-one-battery-solar-panel-review.html
[24] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fclimatehawksvote
[23] https://www.theguardian.com/us-news/2022/aug/17/biden-climate-law-savings-rebate-electric-car-solar-panel-appliance
[20] https://www.theguardian.com/us-news/2022/aug/17/biden-climate-law-savings-rebate-electric-car-solar-panel-appliance?CMP=share_btn_tw
[17] https://www.nrk.no/sorlandet/faedrelandsvennen_-eierne-vurderer-a-legge-ned-rec-solar-norway-1.16072965
[16] https://shrsl.com/3e717
[8] https://www.theguardian.com/us-news/2022/aug/17/biden-climate-law-savings-rebate-electric-car-solar-panel-appliance?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.theguardian.com/us-news/2022/aug/17/biden-climate-law-savings-rebate-electric-car-solar-panel-appliance?CMP=twt_a-environment_b-gdneco
[7] https://solar.se.com/us/en/2022/08/09/the-grid-what-it-is-why-it-matters-for-solar-panel-systems/?utm_source=LINKEDIN&utm_medium=organic_social&utm_term=se-solar&utm_content=7389619657&utm_campaign=Sustainability&country=Global
[7] https://www.solarpowerworldonline.com/2022/08/meyer-burger-solar-panel-facility-in-arizona-is-back-on-track/

Top URLs in Tweet in G1:
[2] https://www.dw.com/en/photovoltaic-solar-panel-energy-can-germany-regain-its-solar-power-crown/a-62704103
[1] https://www.independent.co.uk/tech/solar-panels-sheep-farm-wool-b2091935.html
[1] https://www.ecowatch.com/solar/panel-cost/oh/german#:~:text=The%20average%20cost%20of%20a,solar%20tax%20credit%20is%20applied

Top URLs in Tweet in G2:
[1] https://www.iea.org/reports/solar-pv-global-supply-chains?utm_content=bufferdfba1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.iea.org/reports/solar-pv-global-supply-chains/executive-summary

Top URLs in Tweet in G3:
[16] https://www.theguardian.com/us-news/2022/aug/17/biden-climate-law-savings-rebate-electric-car-solar-panel-appliance
[16] https://shrsl.com/3e717
[11] https://www.theguardian.com/us-news/2022/aug/17/biden-climate-law-savings-rebate-electric-car-solar-panel-appliance?CMP=share_btn_tw
[6] https://www.buylandingpagedesign.com/buy/renewal-solar-energy-panel-installation-responsive-landing-page/4265
[4] https://www.motor.es/futuro/gran-avance-energia-solar-primer-panel-700-w-homologado-202289129.html
[4] https://www.solarpowerworldonline.com/2022/08/meyer-burger-solar-panel-facility-in-arizona-is-back-on-track/
[4] https://www.pv-magazine.com/2022/08/18/meyer-burger-ramps-up-solar-panel-plans/
[4] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[3] https://huarigorenergy.com/products/mono-half-cut-pv-module-solar-panel-550w-with-monocrystalline-perc-cell
[3] https://www.theguardian.com/us-news/2022/aug/17/biden-climate-law-savings-rebate-electric-car-solar-panel-appliance?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[1] https://arstechnica.com/science/2019/09/crops-under-solar-panels-can-be-a-win-win/
[1] https://www.theguardian.com/us-news/2022/aug/17/biden-climate-law-savings-rebate-electric-car-solar-panel-appliance?CMP=Share_iOSApp_Other

Top URLs in Tweet in G5:
[1] https://twitter.com/ECOWARRIORSS/status/1559560027907805184

Top URLs in Tweet in G6:
[1] https://www.irena.org/publications/2016/Jun/End-of-life-management-Solar-Photovoltaic-Panels
[1] https://www.discovermagazine.com/environment/solar-panel-waste-the-dark-side-of-clean-energy
[1] https://www.pv-magazine.com/2022/07/11/a-single-solar-panel-can-offset-the-carbon-emissions-of-10-trees/
[1] https://www.greenmatch.co.uk/blog/2017/10/the-opportunities-of-solar-panel-recycling

Top URLs in Tweet in G9:
[2] https://www.ft.com/content/647ce91c-6837-4f58-b3e8-e61830171cf9
[1] https://www.govtech.com/education/higher-ed/michigan-tech-sandia-partner-on-regional-solar-tech-center
[1] https://www.nationalgeographic.com/science/article/141111-solar-panel-manufacturing-sustainability-ranking
[1] https://www.nerdwallet.com/article/finance/solar-panel-cost
[1] https://www.epa.gov/hw/solar-panel-recycling#:~:text=These%20processes%20typically%20involve%20crushing,solar%20cells%2C%20may%20be%20incinerated
[1] https://e360.yale.edu/features/despite-pledges-to-cut-emissions-china-goes-on-a-coal-spree
[1] https://cen.acs.org/environment/recycling/Solar-panels-face-recycling-challenge-photovoltaic-waste/100/i18#:~:text=But%20today's%20technologies%20for%20recycling,in%20landfills%20when%20they%20die
[1] https://www.treehugger.com/where-are-solar-panels-made-5194436

Top URLs in Tweet in G10:
[24] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fclimatehawksvote
[5] https://www.newscentermaine.com/
[4] https://urjadaily.com/perovskite-solar-cells-market-to-reach-usd-3926-0-million-by-2028/
[4] https://www.newscentermaine.com/article/news/local/maine-dot-working-to-install-solar-panel-arrays-at-sites-in-augusta-maine-capital-capitol-solar-panels-highway-cenergy-power/97-060da4f2-8b55-4fc7-805d-8994de626af0?utm_source=dlvr.it&utm_medium=twitter
[4] https://finance.yahoo.com/news/basics-solar-panels-192843426.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.theguardian.com/us-news/2022/aug/17/biden-climate-law-savings-rebate-electric-car-solar-panel-appliance?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.techtimes.com/articles/279246/20220816/550-spencer-solar-facade-generates-more-power-solar-panels.htm?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.techtimes.com/articles/279255/20220817/solar-facade-embedded-panels-produce-50-times-more-power-standard.htm?utm_source=dlvr.it&utm_medium=twitter
[2] https://balkangreenenergynews.com/republic-of-srpska-offers-households-credit-to-install-solar-panels/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.zmescience.com/science/colored-solar-panels-photonic-glass-9235242/?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[95] twitter.com
[82] aliexpress.com
[76] theguardian.com
[74] amazon.com
[56] co.uk
[32] emilyreviews.com
[27] facebook.com
[26] youtube.com
[23] ebay.com
[18] pv-magazine.com

Top Domains in Tweet in G1:
[2] dw.com
[1] co.uk
[1] ecowatch.com

Top Domains in Tweet in G2:
[2] iea.org

Top Domains in Tweet in G3:
[82] aliexpress.com
[69] amazon.com
[48] twitter.com
[36] co.uk
[36] theguardian.com
[18] carefulenergy.com
[16] shrsl.com
[13] ebay.com
[10] google.com
[9] youtube.com

Top Domains in Tweet in G4:
[1] arstechnica.com
[1] theguardian.com

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

Top Domains in Tweet in G6:
[1] irena.org
[1] discovermagazine.com
[1] pv-magazine.com
[1] co.uk

Top Domains in Tweet in G9:
[2] ft.com
[1] govtech.com
[1] nationalgeographic.com
[1] nerdwallet.com
[1] epa.gov
[1] yale.edu
[1] acs.org
[1] treehugger.com

Top Domains in Tweet in G10:
[24] facebook.com
[10] newscentermaine.com
[9] ebay.com
[6] com.au
[6] pv-magazine.com
[5] urjadaily.com
[5] techtimes.com
[5] co.uk
[4] theguardian.com
[4] yahoo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[364] solar
[86] solarpanels
[86] amazon
[81] aliexpress
[80] solarpanel
[79] garden
[79] rt
[66] solarenergy
[65] energy
[63] renewableenergy



Top Hashtags in Tweet in G3:
[86] amazon
[81] aliexpress
[79] garden
[79] rt
[72] solar
[36] solarenergy
[27] solarpanels
[24] solarpanel
[23] energy
[19] florida

Top Hashtags in Tweet in G8:
[1] venezuelaemprende

Top Hashtags in Tweet in G9:
[6] greennewdeal
[6] greenleapforward
[1] greennucleardeal

Top Hashtags in Tweet in G10:
[179] solar
[48] solarpanel
[45] renewableenergy
[42] solarpanels
[30] nn22
[24] peoplevsfossilfuels
[18] energy
[12] solarenergy
[11] solarpower
[11] greenenergy

Top Words
Top Words in Tweet in Entire Graph:
[6323] solar
[3016] panel
[2494] photovoltaic
[2102] green
[2039] fossil
[2037] fuel
[2036] times
[2026] cheaper
[2013] accelerating
[2010] letimagaldi

Top Words in Tweet in G1:
[1966] solar
[1959] letimagaldi
[1959] photovoltaic
[1959] fossil
[1958] times
[1958] cheaper
[1958] fuel
[1958] green
[1958] revolution
[1958] accelerating

Top Words in Tweet in G2:
[1178] china's
[1178] hub
[1178] sichuan
[1178] power
[1177] manufacturing
[1177] factories
[1176] major
[1176] province
[1176] ordered
[1176] shut

Top Words in Tweet in G3:
[1186] solar
[818] panel
[168] gt
[164] camera
[147] battery
[120] power
[103] energy
[99] co
[98] security
[91] panels

Top Words in Tweet in G4:
[684] win
[359] solar
[356] photovoltaic
[343] panels
[343] water
[343] use
[342] rainmaker1973
[342] crops
[342] under
[342] dry

Top Words in Tweet in G5:
[304] solar
[304] panel
[301] obama
[301] house
[301] massachusetts
[301] won
[301] spot
[301] single
[300] fibci2
[2] manufacture

Top Words in Tweet in G6:
[15] solar
[8] panel
[6] jimbowersclimb
[5] veritatem2021
[5] benmooreau
[5] ceist8
[5] glinch72
[5] twtthisisnow
[4] freddie07068768
[4] rushhourp

Top Words in Tweet in G7:
[181] power
[181] hub
[181] sichuan
[179] factories
[178] crisis
[178] china
[178] province
[178] ordered
[178] shut
[178] down

Top Words in Tweet in G8:
[142] energía
[142] ubicua
[142] ventanas
[142] solares
[142] empresa
[142] estadounidense
[142] ubiquitous
[142] energy
[142] desarrollado
[142] tecnología

Top Words in Tweet in G9:
[81] solar
[67] panel
[53] potus
[14] energy
[11] tax
[10] china
[9] panels
[9] wokesolarpanels
[8] people
[8] company

Top Words in Tweet in G10:
[181] #solar
[177] panel
[163] solar
[50] #solarpanel
[48] join
[47] cagovernor
[47] gavinnewsom
[47] california
[46] big
[46] deal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2495] solar,panel
[2053] solar,photovoltaic
[2028] fossil,fuel
[2014] photovoltaic,times
[2014] times,cheaper
[2014] cheaper,fossil
[2010] fuel,green
[2010] green,revolution
[2010] revolution,accelerating
[2007] letimagaldi,solar

Top Word Pairs in Tweet in G1:
[1959] solar,photovoltaic
[1958] letimagaldi,solar
[1958] photovoltaic,times
[1958] times,cheaper
[1958] cheaper,fossil
[1958] fossil,fuel
[1958] fuel,green
[1958] green,revolution
[1958] revolution,accelerating
[2] solar,panel

Top Word Pairs in Tweet in G2:
[1176] china's,major
[1176] major,manufacturing
[1176] manufacturing,hub
[1176] hub,sichuan
[1176] sichuan,province
[1176] province,ordered
[1176] ordered,factories
[1176] factories,shut
[1176] shut,down
[1176] down,days

Top Word Pairs in Tweet in G3:
[676] solar,panel
[82] gt,gt
[79] click,gt
[79] gt,co
[79] #garden,#amazon
[79] #amazon,#aliexpress
[79] #aliexpress,#rt
[76] solar,panels
[57] panel,installation
[52] panel,solar

Top Word Pairs in Tweet in G4:
[343] solar,panels
[343] water,use
[342] crops,under
[342] under,solar
[342] panels,win
[342] win,win
[342] win,dry
[342] dry,places
[342] places,photovoltaic
[342] photovoltaic,shade

Top Word Pairs in Tweet in G5:
[304] solar,panel
[301] obama,house
[301] house,massachusetts
[301] massachusetts,won
[301] won,spot
[301] spot,single
[301] single,solar
[300] fibci2,obama
[2] panel,manufacture
[2] manufacture,requires

Top Word Pairs in Tweet in G6:
[7] solar,panel
[3] royalacresrod,johnson_wrjohn1
[3] nick_advice,brknman
[3] brknman,ingersolrobert
[3] ingersolrobert,freddie07068768
[3] freddie07068768,martinbrampton
[3] zacklywright,agentsinaction
[3] agentsinaction,veritatem2021
[3] veritatem2021,seanpat99
[3] seanpat99,ceist8

Top Word Pairs in Tweet in G7:
[178] power,crisis
[178] crisis,china
[178] hub,sichuan
[178] sichuan,province
[178] province,ordered
[178] ordered,factories
[178] factories,shut
[178] shut,down
[173] down,days
[135] manufacturing,hub

Top Word Pairs in Tweet in G8:
[142] energía,ubicua
[142] ubicua,ventanas
[142] ventanas,solares
[142] solares,empresa
[142] empresa,estadounidense
[142] estadounidense,ubiquitous
[142] ubiquitous,energy
[142] energy,desarrollado
[142] desarrollado,tecnología
[142] tecnología,permite

Top Word Pairs in Tweet in G9:
[64] solar,panel
[7] solar,panels
[7] wokesolarpanels,payedmydues
[7] payedmydues,calusa18
[7] calusa18,burkart_joey
[7] burkart_joey,potus
[6] #greennewdeal,become
[6] become,#greenleapforward
[6] #greenleapforward,attempting
[6] attempting,decarbonize

Top Word Pairs in Tweet in G10:
[81] #solar,panel
[62] solar,panel
[57] solar,#solar
[46] cagovernor,gavinnewsom
[46] gavinnewsom,#solar
[46] #solar,big
[46] big,deal
[46] deal,california
[43] california,learn
[43] learn,mess

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@potus
@mikepompeo
@waitbutwhy
@rcolvile
@wokesolarpanels
@petersweden7
@hostiledesign
@hybiesax
@whitehouse

Top Replied-To in G1:
@pkursawe
@letimagaldi
@taramic81971890

Top Replied-To in G2:
@espadadefidel

Top Replied-To in G4:
@politireality
@rainmaker1973

Top Replied-To in G5:
@redcandlebaaad

Top Replied-To in G6:
@jimbowersclimb
@shicks_sam
@wallisbadgerson
@insane_voice
@galileo62303273
@njbtweet
@markp1950
@jhgates1
@jaisans
@zacklywright

Top Replied-To in G9:
@potus
@wokesolarpanels
@whitehouse
@beardedpecker
@mixtorious1
@zisaac806
@greatstockpicks
@superrobototc
@ap
@mayraflores2022

Top Replied-To in G10:
@brandonlive
@balrampurpolice
@mnreindia

Top Mentioned
Top Mentioned in Entire Graph:
@letimagaldi
@selinawangtv
@rainmaker1973
@fibci2
@oficinaato
@mumbaichadon
@eu_commission
@geneversepower
@emilyreviewscom
@cagovernor

Top Mentioned in G1:
@letimagaldi
@pmagn
@scooterstation

Top Mentioned in G2:
@selinawangtv
@letimagaldi
@iea
@lazypajamas
@cnn

Top Mentioned in G3:
@dagon57r
@elmundook
@5stocksinto
@mysolarbear
@hellenhe2016
@ray_noble1
@rev_patriotic
@alan04478033
@noodlebox_2kcj2

Top Mentioned in G4:
@rainmaker1973
@letimagaldi
@selinawangtv

Top Mentioned in G5:
@fibci2
@tedverwey

Top Mentioned in G6:
@veritatem2021
@benmooreau
@ceist8
@glinch72
@twtthisisnow
@freddie07068768
@rushhourp
@ingersolrobert
@stephen90045069
@mikedel21893959

Top Mentioned in G7:
@mumbaichadon
@mj_007club
@my_fukin_sanity

Top Mentioned in G8:
@oficinaato
@nicolasmaduro
@dcabellor
@jousebioramos

Top Mentioned in G9:
@potus
@payedmydues
@calusa18
@burkart_joey
@dr_keefer
@energy
@mixtorious1
@alizaidi46
@ginamccarthy46
@michigantech

Top Mentioned in G10:
@cagovernor
@gavinnewsom
@climatehawkvote
@pvmagazine
@rl_miller
@igortregub
@reza_vafaei_
@crystalxhuang
@alissajean

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tesco
@paoloigna1
@robinsnewswire
@gambiste1
@rk70534
@tradermarcocost
@wloyisplaying
@serendipitysays
@nobby15

Top Tweeters in G1:
@paoloigna1
@rk70534
@cao58020
@kenkircher1
@sandradunn1955
@aepishere
@ksp_libs
@brendahazelhur1
@canisgallicus
@prosyria2

Top Tweeters in G2:
@missb62
@tradermarcocost
@serendipitysays
@magicdmw
@amyayers16
@vikas1689
@eilonwy24
@sufiy
@kirillklip
@alextackie

Top Tweeters in G3:
@robinsnewswire
@wloyisplaying
@nobby15
@fatkiddeals
@davidpapp
@swissbusiness
@marketscafe
@shehzadyounis
@iggy
@pluggrr

Top Tweeters in G4:
@catherinemginn
@peter_mugridge
@ayirpelle
@hansjaaggi
@philrandal
@komiska
@sweety06821430
@smilesimplify
@tess3761
@rainmaker1973

Top Tweeters in G5:
@yocibou
@xformed
@boottmills228
@gsawision
@kathy19090674
@u0a1e
@mollygalt
@marilynashy
@gopgetabackbone
@cubamartiana

Top Tweeters in G6:
@dickmackintosh
@lheal
@friendsoscience
@dawntj90
@veritatem2021
@chimera414
@kctaz
@keithamccluskey
@noelturner194
@rln_nelson

Top Tweeters in G7:
@amoltikam
@vinodshadija
@harishk04131926
@akshaychandorka
@pokaabhii
@bhakthlokesh
@sitanshudesai
@prayagrajwaale
@ndsolanki
@gvnair91

Top Tweeters in G8:
@arnulfovanegas5
@nicolasmaduro
@yuleimarodrig16
@ali68096077
@jesstk600uv
@paulaca18975753
@erick_bas1988
@ramon_bas1960
@atilio_1973
@yeneyustiz29

Top Tweeters in G9:
@seldengadawgs
@pleasethink1776
@ap
@ericmmatheny
@jojofromjerz
@mkolken
@ryanlpainter
@corybmorgan
@hugocoronado
@timrunshismouth

Top Tweeters in G10:
@ajaykushwaha_
@uppolice
@lareynedepee
@bazar_kaar
@scifryer2
@johnsnowmtainer
@garigalanj
@petrine05647629
@tombenthin
@energyreferralx