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Solar (panel OR Photovoltaic)_2020-10-03_22-00-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 04, 2020
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/2EWIVWa
@alachat_
@nowthisnews
@pvmagazine
@mashable
@infoguy411
@greentechmedia
@ramyaranganath9
@blackrock
@towardsclean
@ajwottrich

Top hashtags:
#solar
#solarenergy
#photovoltaic
#renewableenergy
#energy

Description:
Description
The graph represents a network of 8,862 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, 04 October 2020 at 05:12 UTC.

The requested start date was Sunday, 04 October 2020 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, 22-hour, 16-minute period from Wednesday, 23 September 2020 at 13:44 UTC to Friday, 02 October 2020 at 12:01 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 : 8862
Unique Edges : 4678
Edges With Duplicates : 10120
Total Edges : 14798
Number of Edge Types : 5
Mentions : 2181
Retweet : 4473
MentionsInRetweet : 5275
Replies to : 1142
Tweet : 1727
Self-Loops : 1789
Reciprocated Vertex Pair Ratio : 0.019471488178025
Reciprocated Edge Ratio : 0.0381991814461119
Connected Components : 1930
Single-Vertex Connected Components : 871
Maximum Vertices in a Connected Component : 1556
Maximum Edges in a Connected Component : 3329
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 7.486347
Graph Density : 0.000102679129363503
Modularity : 0.567243
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 8,862 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, 04 October 2020 at 05:12 UTC.

The requested start date was Sunday, 04 October 2020 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, 22-hour, 16-minute period from Wednesday, 23 September 2020 at 13:44 UTC to Friday, 02 October 2020 at 12:01 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:
[6] https://agroalimentando.com/nota.php?id_nota=13438
[4] https://ecoinventos.com/vida-util-panel-solar/
[3] https://www.google.com.au/search?biw=1242&bih=597&tbm=isch&sa=1&ei=PgetXNPqJoyl8AWXxo2ABQ&q=%22large-scale+photovoltaic+solar%22&oq=%22large-scale+photovoltaic+solar%22&gs_l=img.3...95288.117985..118244...5.0..0.340.7359.0j23j13j1......0....1..gws-wiz-img.......0j0i67j0i30j0i8i30j0i24.F3pct8iVyiM
[2] https://solarbuildermag.com/news/longis-high-wattage-hi-mo-5-series-module-now-rolling-off-production-lines/?utm_source=SolarWakeup&utm_campaign=0dbbe0e1e7-SolarWakeup_2_182_16_2013_COPY_01&utm_medium=email&utm_term=0_5eaa0aab62-0dbbe0e1e7-44224957&mc_cid=0dbbe0e1e7&mc_eid=c358aca856
[2] https://renewablesnow.com/news/burkina-faso-inaugurates-usd-5m-solar-panel-factory-714987/?utm_source=Renewables+Now_subscribers+and+newsletter&utm_campaign=685e83841c-Renewables_Now_The_Daily_Newsletter_15_06_15_2017_&utm_medium=email&utm_term=0_990771841c-685e83841c-259803281
[2] https://sedo.com/search/details/?domain=services.solar&partnerid=&language=us
[2] https://www.greenmatch.co.uk/blog/2017/10/the-opportunities-of-solar-panel-recycling
[2] https://www.youtube.com/watch?v=WS7zyj5qPwc&feature=youtu.be

[2] https://www.arch2o.com/france-opens-worlds-first-solar-panel-road-normandy/
[2] https://www.nationwide-renewables-solar.co.uk/tw/?utm_source=TW&utm_medium=Ads

Top URLs in Tweet in G2:
[2] https://www.nationwide-renewables-solar.co.uk/tw/?utm_source=TW&utm_medium=Ads
[2] https://sedo.com/search/details/?domain=services.solar&partnerid=&language=us
[2] https://ecoinventos.com/vida-util-panel-solar/
[1] https://www.globenewswire.com/news-release/2019/10/17/1931081/0/en/Solar-Panel-Cleaning-Market-to-cross-1-2-billion-by-2025-Global-Market-Insights-Inc.html
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DL3PjRZSkq10&q=EgS4SO-bGIGz5fsFIhkA8aeDS75jZTByLgjrf3O65H0JlqR1oc4pMgFy
[1] https://twitter.com/thehill/status/1308778144426602500
[1] https://twitter.com/pdchinabusiness/status/1308601987550846977
[1] https://www.nasdaq.com/articles/solar-panel-mounting-manufacturer-array-technologies-files-for-a-$100-million-ipo-2020-09
[1] https://www.oursolarbear.com/
[1] https://cleantechnica.com/2020/08/30/solar-panel-prices-have-dropped-off-cliff-sunk-into-ocean-solar-panels-9x-cheaper-than-in-2006/

Top URLs in Tweet in G3:
[1] https://twitter.com/nowthisnews/status/1309163936957292551

Top URLs in Tweet in G4:
[3] https://www.google.com.au/search?biw=1242&bih=597&tbm=isch&sa=1&ei=PgetXNPqJoyl8AWXxo2ABQ&q=%22large-scale+photovoltaic+solar%22&oq=%22large-scale+photovoltaic+solar%22&gs_l=img.3...95288.117985..118244...5.0..0.340.7359.0j23j13j1......0....1..gws-wiz-img.......0j0i67j0i30j0i8i30j0i24.F3pct8iVyiM
[2] https://solarbuildermag.com/news/longis-high-wattage-hi-mo-5-series-module-now-rolling-off-production-lines/?utm_source=SolarWakeup&utm_campaign=0dbbe0e1e7-SolarWakeup_2_182_16_2013_COPY_01&utm_medium=email&utm_term=0_5eaa0aab62-0dbbe0e1e7-44224957&mc_cid=0dbbe0e1e7&mc_eid=c358aca856
[1] https://www.bizjournals.com/sacramento/news/2020/09/21/sacramento-food-bank-solar-array.html
[1] https://www.businesswire.com/news/home/20200928005077/en/Diode-Ventures-Sells-Fort-Bend-Texas-Solar-Photovoltaic-Project-to-Global-Renewables-Leader-ACCIONA/?feedref=JjAwJuNHiystnCoBq_hl-YKT6SDyMw5Lye4ovXwHmkqD8R-QU5o2AvY8bhI9uvWSD8DYIYv4TIC1g1u0AKcacnnViVjtb72bOP4-4nHK5idAXrgr_e1ZUbxvK6BY66Xm
[1] https://cleantechnica.com/2020/09/11/solar-power-60-of-new-us-power-capacity-in-june/

Top URLs in Tweet in G6:
[1] https://www.lazard.com/perspective/lcoe2019
[1] https://twitter.com/mars4x4/status/1308846777391550464

Top URLs in Tweet in G7:
[6] https://agroalimentando.com/nota.php?id_nota=13438
[2] https://ecoinventos.com/vida-util-panel-solar/

Top URLs in Tweet in G10:
[1] https://www.nationalgeographic.com/news/energy/2014/11/141111-solar-panel-manufacturing-sustainability-ranking/
[1] https://www.youtube.com/watch?v=QiPhUcUAuqg&feature=youtu.be

[1] https://www.energy.gov/eere/solar/funding-opportunity-announcement-solar-energy-technologies-office-fiscal-year-2020-0

Top Domains
Top Domains in Tweet in Entire Graph:
[133] twitter.com
[81] com.au
[67] ecoinventos.com
[46] co.uk
[36] youtube.com
[31] best-sports-outdoors.com
[29] goodnewsnetwork.org
[26] google.com
[24] pmdway.com
[22] espacos-algarve.com

Top Domains in Tweet in G2:
[65] twitter.com
[31] best-sports-outdoors.com
[22] espacos-algarve.com
[19] solarsetstore.com
[17] co.uk
[15] goodnewsnetwork.org
[15] linkedin.com
[10] google.com
[10] patiodesigns.co
[9] com.au

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[51] com.au
[9] luminossolar.com
[9] comorinsolar.com
[5] pickrenew.com
[5] thetaiwantimes.com
[5] twitter.com
[4] linkedin.com
[4] udemy.com
[4] instagram.com
[4] net.au

Top Domains in Tweet in G5:
[7] com.au
[1] greentechmedia.com
[1] pv-tech.org
[1] interestingengineering.com
[1] co.za
[1] recyclingtoday.com
[1] twitter.com
[1] energysage.com
[1] energy.gov
[1] wikipedia.org

Top Domains in Tweet in G6:
[1] businessinsider.com
[1] wevolver.com
[1] motorbiscuit.com
[1] lazard.com
[1] twitter.com

Top Domains in Tweet in G7:
[55] ecoinventos.com
[8] agroalimentando.com
[5] aggregatte.com

Top Domains in Tweet in G10:
[10] google.com
[6] com.au
[6] solarbuildermag.com
[5] solarpowerworldonline.com
[2] pv-tech.org
[2] epri.com
[1] nrc.no
[1] scientificamerican.com
[1] jerseyeveningpost.com
[1] net.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[540] solar
[163] solarenergy
[142] photovoltaic
[85] renewableenergy
[83] energy
[69] solarpanels
[68] solarpower
[61] china
[54] solarpanel
[54] panel



Top Hashtags in Tweet in G2:
[78] solar
[29] photovoltaic
[19] solarpanel
[17] solarpanels
[17] energy
[13] solarpower
[10] heatpump
[9] pv
[9] panel
[8] renewableenergy

Top Hashtags in Tweet in G4:
[144] solarenergy
[136] solar
[70] renewableenergy
[51] solarpower
[50] photovoltaic
[46] solarpanels
[42] energy
[29] panel
[27] solarpanel
[23] inverter

Top Hashtags in Tweet in G5:
[13] solar
[1] photovoltaic
[1] renewable
[1] keepitintheground

Top Hashtags in Tweet in G6:
[1] tesla
[1] cybertruck
[1] solar
[1] photovoltaic
[1] tech
[1] future

Top Hashtags in Tweet in G7:
[1] bifaciales
[1] fotones
[1] antofagasta
[1] chile
[1] energiaverde
[1] quillahua
[1] energiacomunitaria
[1] energía
[1] energíasrenovables
[1] felizlunes

Top Hashtags in Tweet in G10:
[11] google
[4] solar
[2] solarpros
[2] funding
[1] rd100
[1] renewablesau
[1] windenergy
[1] climatechange
[1] offgrid
[1] solarhomes

Top Words
Top Words in Tweet in Entire Graph:
[7062] solar
[5994] panel
[1243] anymore
[1240] literal
[1240] metaphorical
[1240] eclipse
[1239] alachat_
[680] company
[663] energy
[611] thin

Top Words in Tweet in G1:
[1240] panel
[1240] literal
[1240] metaphorical
[1240] solar
[1240] eclipse
[1240] anymore
[1239] alachat_

Top Words in Tweet in G2:
[1231] solar
[882] panel
[141] energy
[137] power
[110] photovoltaic
[86] system
[84] panels
[78] #solar
[71] more
[66] battery

Top Words in Tweet in G3:
[508] solar
[504] panel
[496] swedish
[496] company
[496] exeger
[496] created
[496] paper
[496] thin
[496] formed
[496] mounted

Top Words in Tweet in G4:
[347] solar
[175] panel
[144] #solarenergy
[137] #solar
[70] #renewableenergy
[67] electricity
[65] photovoltaic
[63] power
[59] energy
[51] #solarpower

Top Words in Tweet in G5:
[55] solar
[29] panel
[24] graphene
[24] enabled
[13] #solar
[13] cells
[13] farm
[13] tan123
[13] allowing
[12] another

Top Words in Tweet in G6:
[84] solar
[67] panel
[47] elonmusk
[42] tesla
[12] power
[10] energy
[10] charge
[9] roof
[9] charging
[8] panels

Top Words in Tweet in G7:
[89] solar
[88] panel
[80] ecoinventos
[49] energía
[33] paneles
[31] casera
[30] solares
[30] vida
[30] útil
[27] ventana

Top Words in Tweet in G8:
[99] solar
[98] wow
[98] exciting
[98] swedish
[98] company
[98] exeger
[98] created
[98] paper
[98] thin
[98] panel

Top Words in Tweet in G9:
[89] public
[88] heavily
[88] inflated
[88] infra
[88] projects
[88] cronies
[88] include
[88] mrts
[88] lrts
[88] none

Top Words in Tweet in G10:
[82] solar
[60] panel
[25] realdonaldtrump
[15] installation
[15] energy
[13] system
[12] pv
[11] #google
[10] sydney
[10] ads

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3591] solar,panel
[1240] panel,literal
[1240] literal,metaphorical
[1240] metaphorical,solar
[1240] solar,eclipse
[1240] eclipse,anymore
[1239] alachat_,panel
[598] swedish,company
[596] company,exeger
[596] exeger,created

Top Word Pairs in Tweet in G1:
[1240] panel,literal
[1240] literal,metaphorical
[1240] metaphorical,solar
[1240] solar,eclipse
[1240] eclipse,anymore
[1239] alachat_,panel

Top Word Pairs in Tweet in G2:
[727] solar,panel
[69] solar,panels
[67] panel,solar
[46] solar,photovoltaic
[29] panel,installation
[27] solar,energy
[21] panel,system
[21] charge,controller
[18] solar,power
[17] panel,charger

Top Word Pairs in Tweet in G3:
[504] solar,panel
[496] swedish,company
[496] company,exeger
[496] exeger,created
[496] created,paper
[496] paper,thin
[496] thin,solar
[496] panel,formed
[496] formed,mounted
[496] mounted,different

Top Word Pairs in Tweet in G4:
[132] solar,panel
[27] solar,energy
[26] potential,electricity
[26] electricity,generation
[25] solar,power
[22] solar,photovoltaic
[22] #renewableenergy,#solar
[20] #solar,#panel
[18] panel,installation
[18] #solarenergy,#solar

Top Word Pairs in Tweet in G5:
[28] solar,panel
[24] graphene,enabled
[12] another,blow
[12] blow,big
[12] big,oil
[12] oil,world's
[12] world's,first
[12] first,graphene
[12] enabled,perovskite
[12] perovskite,#solar

Top Word Pairs in Tweet in G6:
[62] solar,panel
[5] tesla,elonmusk
[5] elonmusk,solar
[4] second,day
[4] day,row
[4] row,we've
[4] we've,hold
[4] hold,tesla
[4] tesla,hours
[4] hours,trying

Top Word Pairs in Tweet in G7:
[71] panel,solar
[30] paneles,solares
[30] vida,útil
[27] genera,energía
[27] útil,panel
[26] solares,híbridos
[26] híbridos,tecnología
[26] tecnología,generar
[26] generar,electricidad
[26] electricidad,agua

Top Word Pairs in Tweet in G8:
[98] wow,exciting
[98] exciting,swedish
[98] swedish,company
[98] company,exeger
[98] exeger,created
[98] created,paper
[98] paper,thin
[98] thin,solar
[98] solar,panel
[98] panel,formed

Top Word Pairs in Tweet in G9:
[88] heavily,inflated
[88] inflated,public
[88] public,infra
[88] infra,projects
[88] projects,cronies
[88] cronies,include
[88] include,mrts
[88] mrts,lrts
[88] lrts,none
[88] none,sustain

Top Word Pairs in Tweet in G10:
[43] solar,panel
[12] panel,system
[10] system,installation
[10] installation,sydney
[10] sydney,ads
[10] ads,solar
[10] solar,#google
[7] renewable,energy
[7] realdonaldtrump,solar
[6] araymond,debuts

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@mbahdeyforyou
@realdonaldtrump
@petrogustavo
@jrehling
@tesla
@cernovich
@odunadekolade
@tommymc37343878
@ring

Top Replied-To in G2:
@switchdin

Top Replied-To in G3:
@anya_aku1
@nowthisnews

Top Replied-To in G4:
@acciona
@kinjeketile
@kcel65

Top Replied-To in G5:
@ibergwiesel
@lord_ofno_where
@luisbaram
@eric84701331
@civilengineer
@ned2au
@rstsebastian
@maxcroser
@janemayernyer
@brknman

Top Replied-To in G6:
@elonmusk
@tesla
@wholemarsblog
@og_dutchie
@ppathole
@lewisstanding1
@blcktsla
@heydave7
@poorchase
@hamdolo1

Top Replied-To in G7:
@minenergia

Top Replied-To in G10:
@realdonaldtrump
@westwingreport
@marlenemmotyka
@tipea
@klf
@infantry0300
@someknew
@garykaltbaum
@kamasse81
@ckitoutpassiton

Top Mentioned
Top Mentioned in Entire Graph:
@alachat_
@nowthisnews
@eriksolheim
@matmalay
@exposingklepto
@mashable
@ecoinventos
@mikebravodude
@arthyjoyousmatt
@lidiodominante

Top Mentioned in G1:
@alachat_

Top Mentioned in G2:
@serviciospty
@extremeworld87
@_communityshop_
@quantografo
@coolstuffcheap
@jmurgor56
@musikbitch
@gordonrr550
@elmundook
@astrozaire

Top Mentioned in G3:
@nowthisnews
@nwaoma007
@doublejeopardee
@anya_aku1

Top Mentioned in G4:
@rockymtninst
@wbg_energy
@iammayank_
@aussolarnews
@tommatech
@iam__network
@comorinsolar1
@gboizante
@gerrybuddy
@thetaiwantimes

Top Mentioned in G5:
@tan123
@ecowarriorss
@lynnrahn1
@medbennett
@gazzagunna
@brknman
@rijpew
@narvuntien
@thedisproof
@jbalsich

Top Mentioned in G6:
@elonmusk
@tesla
@mit
@amandalagji
@tomkarren
@wholemarsblog
@futurejurvetson
@cfs_energy
@cup_plasma
@sfchronicle

Top Mentioned in G7:
@ecoinventos
@aggregatte
@etsic_upm
@alternativaver1
@coreantofagasta
@energiaantof
@aracenaerazo
@goreantofagasta
@muni_mariaelena

Top Mentioned in G8:
@eriksolheim

Top Mentioned in G9:
@exposingklepto
@newsbfm
@matmalay

Top Mentioned in G10:
@realdonaldtrump
@energy
@adssolar
@pvmagazine
@araymond_world
@hqdepot1
@klf
@nrel
@pv_tech
@solar_builder

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@detikcom
@ecodaren
@pln_123
@falconhamada_90
@5fec93919a544d3
@thereal_rebel
@mmdoh2000
@gidi_traffic
@gambiste1

Top Tweeters in G1:
@mo14m92
@voboyeobo
@sakusafly
@mulila0612
@vocalstaejin
@rebelbelladonna
@0011_noodee
@suhyounghons
@wxnghead
@composertae

Top Tweeters in G2:
@jpnncom
@blackphysicists
@mwhalan
@edealinfousa
@bharianmy
@iggy
@fieldroamer
@dedisuparman87
@patesalo_e
@kervcristo

Top Tweeters in G3:
@ecodaren
@thereal_rebel
@yarosisnancy
@john1966olsen
@talkintou
@der_bluthund
@patricklee6669
@jmhamiltonblog
@angelakrebs444
@uncleprober

Top Tweeters in G4:
@sectest9
@iam__network
@cybersecurityn8
@9newssyd
@9newsmelb
@socalvalleygal
@kinjeketile
@kbleecaster
@gareth_panchem
@scifryer2

Top Tweeters in G5:
@rmack2x
@robchristie11
@reddragonfly19
@teajunkie1
@markcojuangco
@luisbaram
@ronnieressler
@tan123
@alan_poirier
@chrispydog

Top Tweeters in G6:
@leashless
@sfchronicle
@mromero00
@djsnm
@teslaownerssv
@wholemarsblog
@tatamotors
@mkbhd
@tammyparry
@qhancroft

Top Tweeters in G7:
@dmvecinal
@bettinagalo
@rafaelorozco40
@cdvb2008
@usugarios
@haryveronica
@robotina27
@indignadoazul
@jmmarlus
@aggregatte

Top Tweeters in G8:
@akshaychandorka
@badruddeen
@karoelynne
@falexanderfiona
@jaylochrie
@lillerik
@erdoanatm
@crumbs_oh
@dordevica
@dystopicme

Top Tweeters in G9:
@luqmannyamiin
@maknaemarch
@khabirm
@nraimano
@asyrafzainal95
@mhaffizj
@oojiley
@rahah_ghazali
@angra_void
@imfsea_aruna

Top Tweeters in G10:
@jackhutton
@cnn
@westwingreport
@qldprogressive
@solarfred
@googleretweet
@infantry0300
@georgschoener
@3blnews
@hqdepot1


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