Solar (panel OR Photovoltaic), Twitter, 11/8/2020 6:46:13 AM, 239773


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Solar (panel OR Photovoltaic)_2020-11-07_22-00-00.xlsx
Solar (panel OR Photovoltaic)_2020-11-07_22-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2020
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3lgcZw8
@scifryer2
@marylizthomson
@ecowarriorss
@srzjwalters
@trefaultpaulina
@realdonaldtrump
@cleantechnica
@youtube
@ensiamedia
@flyakitehigh369

Top hashtags:
#solar
#solarenergy
#renewableenergy

Description:
Description
The graph represents a network of 8,769 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, 08 November 2020 at 06:18 UTC.

The requested start date was Sunday, 08 November 2020 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 11-day, 5-hour, 41-minute period from Monday, 26 October 2020 at 13:09 UTC to Friday, 06 November 2020 at 18:51 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 : 8769
Unique Edges : 5791
Edges With Duplicates : 8360
Total Edges : 14151
Number of Edge Types : 5
Retweet : 3381
MentionsInRetweet : 4393
Tweet : 2370
Replies to : 1439
Mentions : 2568
Self-Loops : 2453
Reciprocated Vertex Pair Ratio : 0.0188996763754045
Reciprocated Edge Ratio : 0.0370982086138991
Connected Components : 2455
Single-Vertex Connected Components : 1183
Maximum Vertices in a Connected Component : 1477
Maximum Edges in a Connected Component : 3266
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 8.556244
Graph Density : 0.000102371555238136
Modularity : 0.594674
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,769 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, 08 November 2020 at 06:18 UTC.

The requested start date was Sunday, 08 November 2020 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 11-day, 5-hour, 41-minute period from Monday, 26 October 2020 at 13:09 UTC to Friday, 06 November 2020 at 18:51 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:
[46] https://cleantechnica.com/2020/10/27/trapping-light-inside-solar-cells-can-boost-solar-panel-output-by-125/
[39] https://www.climatechangenews.com/2020/10/23/mayan-communities-suing-mexican-government-million-solar-panel-megaproject/
[30] https://www.thegwpf.com/solar-panel-installations-plummet-after-uk-govt-cuts-subsidies/
[26] https://cleantechnica.com/2020/11/02/solar-panel-recycling-lets-make-it-happen/
[18] https://ecoinventos.com/cosas-que-debes-saber-antes-de-comprar-panel-solar/
[15] http://www.5stocksinto.com/5-chinese-stocks-into-solar-cells/
[14] https://ensia.com/features/solar-water-heaters-israel-renewable-energy-thermal-photovoltaic/
[14] https://taypro.in/
[13] https://www.scientificamerican.com/article/carter-white-house-solar-panel-array/?amp;text=Where
[12] https://www.goodnewsnetwork.org/3d-solar-panel-design-increases-light-absorption-by-125pt/

Top URLs in Tweet in G1:
[20] https://cleantechnica.com/2020/10/27/trapping-light-inside-solar-cells-can-boost-solar-panel-output-by-125/
[14] https://taypro.in/
[11] https://cleantechnica.com/2020/11/02/solar-panel-recycling-lets-make-it-happen/
[8] https://www.dondepiso.shop/transparent-semi-flexible-10w-solar-panel-kit/
[6] https://twitter.com/Mbahdeyforyou/status/1323563930682351616
[6] https://ecoinventos.com/como-elegir-entre-panel-solar-12v-y-24v/?utm_source=dlvr.it&utm_medium=twitter
[6] http://www.dhgate.com/store/category/power-suppliers/20298334-4a6866e4e2c244ffae95b8c8f5ea328a.html?dspm=pcen.st.categories.8.sWTskkU6MgQfICnV74mV&resource_id=
[5] https://lampuledpanelsurya.com/product/talled-lampu-solar-panel-penerangan-jalan-umum-100-watt-dan-150-watt-pju-all-in-one/
[5] https://twitter.com/AMAZlNGSCIENCE/status/1322242425687957505
[5] https://ecoinventos.com/vertex-s/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[1] https://twitter.com/moodarada/status/1322832983296913408

Top URLs in Tweet in G3:
[19] https://cleantechnica.com/2020/10/27/trapping-light-inside-solar-cells-can-boost-solar-panel-output-by-125/
[14] https://cleantechnica.com/2020/11/02/solar-panel-recycling-lets-make-it-happen/
[7] https://www.goodnewsnetwork.org/3d-solar-panel-design-increases-light-absorption-by-125pt/
[6] https://secure.terrapinn.com/V5/step1.aspx?E=10133&p=1
[5] https://www.bridgeenergy.com.ng/training.php
[3] https://shop.gwl.eu/index.php?stoken=7C68B1B0&force_sid=bsf8t4rb0am2r70hof8cpleatg&lang=1&listorderby=oxvarminprice&listorder=desc&cl=search&cur=0&searchparam=450Wp+72+cells
[3] https://www.amazon.com/dp/B08738K9ZS?ref=myi_title_dp
[2] http://www2.greentechmedia.com/l/264512/2020-10-08/m6v5v?gtm_source=NEXTtwitter
[2] https://www.greentechmedia.com/events/live/solar-summit?utm_campaign=SS20&utm_medium=social&utm_source=twitter
[2] https://www.eventbrite.com/e/gla-women-in-solar-panel-tickets-124481677047

Top URLs in Tweet in G4:
[1] https://twitter.com/Mbahdeyforyou/status/1323563930682351616

Top URLs in Tweet in G5:
[9] https://www.youtube.com/watch?v=TVJZdJZ6PwQ&feature=youtu.be

[1] https://www.thegwpf.com/solar-panel-installations-plummet-after-uk-govt-cuts-subsidies/
[1] https://dtsc.ca.gov/solar-panel-faqs/#easy-faq-348311
[1] https://www.goodnewsnetwork.org/3d-solar-panel-design-increases-light-absorption-by-125pt/#.X5xMbG3Ykmo.twitter
[1] https://seekingalpha.com/article/4044219-not-enough-silver-to-power-world-even-solar-power-efficiency-to-quadruple
[1] https://www.greenmatch.co.uk/blog/2017/10/the-opportunities-of-solar-panel-recycling
[1] https://www.provwater.com/solar
[1] https://www.weforum.org/agenda/2020/10/solar-cheap-energy-coal-gas-renewables-climate-change-environment-sustainability?utm_source=facebook&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=18/10/2020+16:45
[1] https://repustar.com/review/do-most-solar-panels-used-us-come-china?utm_source=twitter&utm_medium=reply&utm_campaign=engagement&utm_term=solar

Top URLs in Tweet in G6:
[1] https://www.avy.eu/stories/avy-completes-successful-test-flight-with-first-dutch-solar-fixed-wing-drone?utm_content=buffer45cbf&utm_medium=Social+Media&utm_source=Twitter&utm_campaign=Buffer
[1] https://www.youtube.com/watch?v=BJzRX-F73zg&feature=youtu.be


Top URLs in Tweet in G7:
[13] https://www.scientificamerican.com/article/carter-white-house-solar-panel-array/?amp;text=Where
[1] https://www.ft.com/content/e40b9116-3d03-11ea-a01a-bae547046735
[1] https://www.nationalgeographic.com/news/energy/2014/11/141111-solar-panel-manufacturing-sustainability-ranking/
[1] https://www.rollingstone.com/politics/politics-features/trumps-war-on-solar-power-968511/
[1] https://my.southsouth-galaxy.org/en/solutions/detail/home-solar-project
[1] https://twitter.com/realDonaldTrump/status/1320772278926233602
[1] http://dlvr.it/Rl84TT
[1] http://dlvr.it/Rkqf2M

Top URLs in Tweet in G8:
[25] https://www.thegwpf.com/solar-panel-installations-plummet-after-uk-govt-cuts-subsidies/
[1] https://twitter.com/chris_campey/status/1322429802649776129
[1] https://deepresource.wordpress.com/2019/02/16/solar-panel-still-working-after-40-years/

Top URLs in Tweet in G9:
[1] https://www.esa.int/Safety_Security/Solar_cycle_25_the_Sun_wakes_up

Top Domains
Top Domains in Tweet in Entire Graph:
[196] twitter.com
[91] cleantechnica.com
[85] com.au
[81] best-sports-outdoors.com
[77] ecoinventos.com
[73] burnpedia.com
[70] youtube.com
[47] amazon.com
[45] goodnewsnetwork.org
[43] co.uk

Top Domains in Tweet in G1:
[93] twitter.com
[73] burnpedia.com
[64] best-sports-outdoors.com
[42] cleantechnica.com
[37] amazon.com
[23] goodnewsnetwork.org
[22] ecoinventos.com
[21] ebay.com
[18] com.au
[16] youtube.com

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

Top Domains in Tweet in G3:
[38] cleantechnica.com
[35] youtube.com
[25] solarsetstore.com
[14] com.au
[14] solarpv.expert
[10] greentechmedia.com
[10] tactics4.com
[9] goodnewsnetwork.org
[9] amazon.com
[6] review-energy.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[9] youtube.com
[1] thegwpf.com
[1] ca.gov
[1] goodnewsnetwork.org
[1] seekingalpha.com
[1] co.uk
[1] provwater.com
[1] weforum.org
[1] repustar.com

Top Domains in Tweet in G6:
[1] avy.eu
[1] youtube.com

Top Domains in Tweet in G7:
[13] scientificamerican.com
[2] dlvr.it
[1] ft.com
[1] nationalgeographic.com
[1] rollingstone.com
[1] southsouth-galaxy.org
[1] twitter.com

Top Domains in Tweet in G8:
[25] thegwpf.com
[1] twitter.com
[1] wordpress.com

Top Domains in Tweet in G9:
[1] esa.int

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[643] solar
[242] solarenergy
[156] renewableenergy
[153] photovoltaic
[120] solarpower
[114] energy
[105] mamamoo
[105] 마마무
[105] 솔라
[89] solarpanels



Top Hashtags in Tweet in G1:
[101] solar
[39] solarenergy
[33] solarpanels
[32] energy
[27] renewableenergy
[25] photovoltaic
[24] solarpower
[15] panel
[12] solarpanel
[11] sustainability

Top Hashtags in Tweet in G2:
[105] mamamoo
[105] 마마무
[105] solar
[105] 솔라
[2] yong
[2] 용
[2] yongsun
[2] 김용선
[2] 사장님귀는당나귀귀
[2] 당나귀귀

Top Hashtags in Tweet in G3:
[154] solar
[117] solarenergy
[67] solarpower
[62] energy
[61] renewableenergy
[53] photovoltaic
[36] solarpanels
[35] solarpv
[34] pv
[34] cleanenergy

Top Hashtags in Tweet in G5:
[4] photovoltaic
[4] glass

Top Hashtags in Tweet in G7:
[4] southsouth
[1] fakenews
[1] fakepresident
[1] liar
[1] trumpslieamericansdie
[1] texasenergy
[1] votebidenharristosaveamerica
[1] sdg7
[1] maga

Top Hashtags in Tweet in G9:
[8] spaceweather

Top Words
Top Words in Tweet in Entire Graph:
[7750] solar
[5601] panel
[980] energy
[757] power
[648] #solar
[626] leader
[620] panels
[614] more
[469] photovoltaic
[437] 100

Top Words in Tweet in G1:
[1916] solar
[1409] panel
[244] power
[205] energy
[129] portable
[127] more
[126] panels
[123] photovoltaic
[121] battery
[117] system

Top Words in Tweet in G2:
[615] leader
[413] solar
[307] intro
[307] score
[307] yourself
[307] 100
[307] someone
[307] ready
[306] lunaestrellad0s
[109] panel

Top Words in Tweet in G3:
[489] solar
[288] panel
[159] #solar
[117] #solarenergy
[94] power
[67] #solarpower
[62] #energy
[61] #renewableenergy
[53] #photovoltaic
[49] system

Top Words in Tweet in G4:
[231] mbahdeyforyou
[231] solar
[230] panel
[202] twitter
[197] dreonmars_
[10] head
[4] mbah
[3] ur
[3] fit
[3] see

Top Words in Tweet in G5:
[72] solar
[51] panel
[21] amazlngscience
[19] wind
[16] barbarajdurkin
[16] friendsoscience
[15] turbine
[13] without
[11] power
[11] coal

Top Words in Tweet in G6:
[322] solar
[161] panel
[160] more
[159] flower
[159] inspired
[159] produces
[159] energy
[159] traditional
[159] panels
[158] valaafshar

Top Words in Tweet in G7:
[102] solar
[60] panel
[50] realdonaldtrump
[46] energy
[29] renewable
[27] wind
[22] 1986
[22] reagan
[22] administration
[22] gutted

Top Words in Tweet in G8:
[160] solar
[128] panel
[60] mrobertsqld
[60] smashed
[58] uk
[58] subsidies
[57] installations
[57] plummet
[57] govt
[57] cuts

Top Words in Tweet in G9:
[250] solar
[249] cycle
[246] 25
[246] sun
[129] esaoperations
[127] panel
[123] wakes
[123] experts
[123] prediction
[123] recently

Top Words in Tweet in G10:
[136] burst
[100] home
[69] mbah
[68] case
[68] missed
[68] posted
[68] cap
[68] picture
[68] morning
[68] casala

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4366] solar,panel
[461] solar,panels
[384] panel,solar
[307] solar,intro
[307] intro,score
[307] score,yourself
[307] yourself,leader
[307] leader,100
[307] 100,someone
[307] someone,ready

Top Word Pairs in Tweet in G1:
[1180] solar,panel
[101] panel,solar
[83] solar,panels
[61] portable,solar
[50] solar,energy
[48] solar,power
[40] panel,charger
[38] solar,photovoltaic
[37] panel,installation
[32] tel,234

Top Word Pairs in Tweet in G2:
[307] solar,intro
[307] intro,score
[307] score,yourself
[307] yourself,leader
[307] leader,100
[307] 100,someone
[307] someone,ready
[307] ready,leader
[306] lunaestrellad0s,solar
[105] #mamamoo,#마마무

Top Word Pairs in Tweet in G3:
[202] solar,panel
[54] solar,power
[33] #solar,#solarenergy
[28] #renewableenergy,#solar
[24] #solarenergy,#solarpower
[22] #solar,#solarpower
[21] #solarenergy,#solar
[20] #solarenergy,#energy
[20] solar,cells
[20] trapping,light

Top Word Pairs in Tweet in G4:
[230] solar,panel
[202] twitter,solar
[198] mbahdeyforyou,twitter
[197] dreonmars_,mbahdeyforyou
[9] mbahdeyforyou,solar
[2] mbahdeyforyou,wizkidayo
[2] mbah,head
[2] mbahdeyforyou,head
[2] head,fit
[2] see,solar

Top Word Pairs in Tweet in G5:
[45] solar,panel
[13] wind,turbine
[11] turbine,solar
[9] lamphieryeg,make
[9] make,wind
[9] panel,without
[9] without,oil
[9] oil,natural
[9] natural,gas
[9] gas,coal

Top Word Pairs in Tweet in G6:
[161] solar,panel
[159] flower,inspired
[159] inspired,solar
[159] panel,produces
[159] produces,more
[159] more,energy
[159] energy,traditional
[159] traditional,solar
[159] solar,panels
[158] valaafshar,flower

Top Word Pairs in Tweet in G7:
[59] solar,panel
[27] renewable,energy
[22] 1986,reagan
[22] gutted,research
[22] research,development
[22] development,budgets
[21] reagan,administration
[21] administration,gutted
[21] budgets,renewable
[14] wind,turbines

Top Word Pairs in Tweet in G8:
[128] solar,panel
[57] panel,installations
[57] installations,plummet
[57] plummet,uk
[57] uk,govt
[57] govt,cuts
[57] cuts,subsidies
[57] smashed,solar
[56] happens,toxic
[56] toxic,chemicals

Top Word Pairs in Tweet in G9:
[247] solar,cycle
[246] cycle,25
[123] 25,sun
[123] sun,wakes
[123] wakes,experts
[123] experts,solar
[123] 25,prediction
[123] prediction,panel
[123] panel,recently
[123] recently,announced

Top Word Pairs in Tweet in G10:
[68] case,missed
[68] missed,mbah
[68] mbah,posted
[68] posted,cap
[68] cap,picture
[68] picture,morning
[68] morning,casala
[68] casala,burst
[68] burst,operation
[68] operation,burst

Top Replied-To
Top Replied-To in Entire Graph:
@mbahdeyforyou
@elonmusk
@realdonaldtrump
@joebiden
@axelsusanto_
@pelosibad
@_fels1
@ygvi0r
@simonahac
@reuters

Top Replied-To in G2:
@ddongbyullie

Top Replied-To in G3:
@totalpress
@canadian_solar
@climatecouncil
@cleantechnica
@arrrdave
@amyaharder
@iggy
@andymac84956921
@solarindustry
@helencrobertson

Top Replied-To in G4:
@mbahdeyforyou
@tori_gbami
@dreonmars_
@lordzajii
@ricky15569771

Top Replied-To in G5:
@martinbrampton
@barbarajdurkin
@thomasbeyer
@highnoontide
@jasonsbishop
@wef
@realjameswoods
@cescoestep
@jwordfish
@earthaccounting

Top Replied-To in G7:
@realdonaldtrump
@gop
@whitehouse
@chanceitup
@myguitartwerks
@washingtonpost
@thehill
@dancrenshawtx
@jesse11014918
@samtalkstesla

Top Replied-To in G8:
@mrobertsqld
@gloegepeter
@unplugnukes
@doom37455413
@lochness4000
@pericolo14
@lifesurfer11
@friendcalled_5
@lesatkinsuk
@jessejenkins

Top Mentioned
Top Mentioned in Entire Graph:
@lunaestrellad0s
@mbahdeyforyou
@dreonmars_
@valaafshar
@esaoperations
@rbw_mamamoo
@rustignite
@mashable
@mowiththesauce
@mrobertsqld

Top Mentioned in G1:
@thesolarmove
@dagon57r
@minuto30com
@harlems02
@elmundook
@e4einfo
@alfredopietraca
@jans_arbor

Top Mentioned in G2:
@lunaestrellad0s
@rbw_mamamoo
@moodarada
@solarsidoglobal
@officialclubkbs

Top Mentioned in G3:
@cleantechnica
@youtube
@greentechmedia
@philip_oa
@iea
@tommatech
@tactics4tweets
@merransmith
@iamrooftop
@aahsoomro

Top Mentioned in G4:
@mbahdeyforyou
@dreonmars_
@wizkidayo
@asiwajulerry
@spotify
@zion_iham

Top Mentioned in G5:
@amazlngscience
@friendsoscience
@barbarajdurkin
@manifesto2000
@ianbrow97534170
@jedward02
@reddragonfly19
@roypentland
@medbennett
@novakglobal

Top Mentioned in G6:
@valaafshar
@flyavy
@werobotics

Top Mentioned in G7:
@realdonaldtrump
@oann
@trefaultpaulina
@thehill
@whitehouse
@teachon612
@abudhabi_fund
@irena
@jon_folse
@abcnews

Top Mentioned in G8:
@mrobertsqld
@thegwpfcom
@drsimevans
@octopus_energy
@ceemacbee
@hotrodz83
@kalikaniz
@clim8resistance
@tyrelle123
@g__j

Top Mentioned in G9:
@esaoperations
@estsolarnet

Top Mentioned in G10:
@mowiththesauce
@adefila_muyeez

Top Tweeters
Top Tweeters in Entire Graph:
@telkomsel
@sectest9
@kompascom
@pln_123
@scarfizal
@_redfrog
@evankirstel
@elespectador
@gambiste1
@iam__network

Top Tweeters in G1:
@iam__network
@politicalhedge
@moreandagain
@hosotaka
@black0_0rabbit
@minuto30com
@thomas_195813
@bhealhty
@ohiodongaldo
@charlierichmond

Top Tweeters in G2:
@taengnimm
@fame_pe0810
@ddongbyullie
@ama_teenangels
@egootistic
@berzotass
@sameoldcamren
@ykkum23_
@20aughowwasit
@swfsmmm4

Top Tweeters in G3:
@sufiy
@markburgerenerg
@amazingchevvolt
@iggy
@dawnroseturner
@pippaprice3
@raumplanungtv
@juliebhunt
@fastcompany
@pmagn

Top Tweeters in G4:
@santoscj_kings
@yoitspboy
@official_umoh
@__msmaryam
@obajemujnr
@asiwajulerry
@hajiaba_
@officialfancyg
@iam_lordvintage
@momod0u

Top Tweeters in G5:
@wildwillow65
@smilan317
@reddragonfly19
@dailycaller
@teajunkie1
@dudette9t9
@luisbaram
@fashermichael
@tangroy17
@wef

Top Tweeters in G6:
@valaafshar
@a31x64vijay
@babsbear
@otikenne
@meccaus
@trsaranathan
@shellterrell
@ayemojubar
@zabackj
@emmanuelcadigwe

Top Tweeters in G7:
@thehill
@alwaysthinkhow
@drseid
@washingtonpost
@wtpbn
@abcnews
@mrtallerjerry
@mmdimitrijevic
@rhinocerization
@ordypackard

Top Tweeters in G8:
@tyrelle123
@polly_politics
@ms_dingo
@alan_poirier
@gerster_kaylene
@_shaggs3
@scruffbucket
@sheelaghg
@certoscio2
@adoolan34

Top Tweeters in G9:
@barin_moon
@aoshima_orange
@tomhills_tgs
@hiroruki17
@skywalker_37th
@fabe147gta
@adilg
@octaviomonaster
@onkapi
@astropierre

Top Tweeters in G10:
@deeva4dlord
@musinguzielly1
@owndoctor
@mawunya_
@chukkysmiles_
@jfriks
@myhoodies_onyou
@nwamummy_
@thobyiano
@fred_gen2