Solar (panel OR Photovoltaic), Twitter, 4/25/2021 10:05:37 PM, 253511


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Solar (panel OR Photovoltaic)_2021-04-24_22-28-40.xlsx
Solar (panel OR Photovoltaic)_2021-04-24_22-28-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 25, 2021
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3sTT09g
@elonmusk
@amazingchevvolt
@nasasolarsystem
@duckbyface
@woye1
@serendipitysays
@albertoemachado
@geraldkutney
@valaafshar
@nasa

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

Description:
Description
The graph represents a network of 8,838 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, 25 April 2021 at 05:41 UTC.

The requested start date was Sunday, 25 April 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 6-day, 8-hour, 8-minute period from Sunday, 18 April 2021 at 15:43 UTC to Saturday, 24 April 2021 at 23:51 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 : 8838
Unique Edges : 5194
Edges With Duplicates : 10163
Total Edges : 15357
Number of Edge Types : 5
Retweet : 4572
MentionsInRetweet : 5528
Tweet : 1529
Mentions : 2529
Replies to : 1199
Self-Loops : 1605
Reciprocated Vertex Pair Ratio : 0.0176354565494837
Reciprocated Edge Ratio : 0.0346596739254361
Connected Components : 1877
Single-Vertex Connected Components : 862
Maximum Vertices in a Connected Component : 3495
Maximum Edges in a Connected Component : 7679
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.200881
Graph Density : 0.000112302715779534
Modularity : 0.575677
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,838 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, 25 April 2021 at 05:41 UTC.

The requested start date was Sunday, 25 April 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 6-day, 8-hour, 8-minute period from Sunday, 18 April 2021 at 15:43 UTC to Saturday, 24 April 2021 at 23:51 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:
[16] https://www.statista.com/chart/24687/solar-panel-global-market-shares-by-production-steps/
[16] https://agroalimentando.com/nota/7723
[12] https://www.bizjournals.com/albuquerque/news/2021/04/19/solaero-solar-panel-mars-flight.html
[12] https://ecoinventos.com/guia-para-fabricar-tu-propio-panel-solar/
[10] https://www.kcrg.com/video/2021/04/24/new-solar-panel-farm-coming-linn-county/?utm_campaign=snd-autopilot&utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=kcrg
[10] https://www.jpost.com/health-science/solar-panel-breakthrough-discovery-could-help-increase-energy-production-665803
[10] https://www.instagram.com/accounts/login/
[9] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[8] https://www.theguardian.com/environment/2021/apr/20/the-rev-scott-hardin-nieri-north-carolina-climate-action
[8] https://news.sky.com/video/massive-floating-sonar-panel-installation-in-thailand-12281017

Top URLs in Tweet in G1:
[1] https://twitter.com/abcnews/status/1385459720996024322
[1] https://twitter.com/matthewjdowd/status/994395712052977664
[1] https://thenewdaily.com.au/finance/consumer/2021/03/26/solar-panel-tax-consumers-grid/
[1] https://www.reddit.com/r/Wallstreetsilver/
[1] https://twitter.com/azadmrinal01/status/1383820817822142475

Top URLs in Tweet in G2:
[9] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[8] https://www.instagram.com/accounts/login/
[5] https://solarschols.com
[4] https://news.sky.com/video/share-12281017
[4] https://scitechdaily.com/polarized-photovoltaic-properties-emerge-in-2d-materials-may-be-superior-to-current-solar-cells/
[4] https://glroutdoors.com/products/renogy-e-flex-21-portable-solar-panel
[3] https://www.washingtonpost.com/technology/2021/04/19/nasa-ingenuity-helicopter-mars/
[3] https://www.theguardian.com/environment/2021/apr/20/the-rev-scott-hardin-nieri-north-carolina-climate-action
[3] https://www.dailymaverick.co.za/article/2021-04-20-worlds-largest-solar-tech-leader-partners-with-sa-pv-panel-maker-to-meet-ipp-programmes-demands/
[3] https://news.sky.com/video/massive-floating-sonar-panel-installation-in-thailand-12281017

Top URLs in Tweet in G3:
[1] https://www.nasa.gov/feature/goddard/2021/nasa-lucy-stretches-its-wings-in-successful-solar-panel-deployment-test?utm_source=TWITTER&utm_medium=NASASolarSystem&utm_campaign=NASASocial&linkId=116726238
[1] https://www.nasa.gov/feature/goddard/2021/nasa-lucy-stretches-its-wings-in-successful-solar-panel-deployment-test

Top URLs in Tweet in G4:
[1] https://www.sustainability-times.com/low-carbon-energy/a-solar-panel-that-works-at-night-here-it-comes/
[1] https://blog.arcadia.com/reagan-took-solar-panels-off-white-house/
[1] https://newatlas.com/100-percent-renewable-office-and-production-building-burckhardt--partner/27683/
[1] https://www.discovermagazine.com/environment/solar-panel-waste-the-dark-side-of-clean-energy
[1] https://apnews.com/article/13bc8793377945968f072810d290e57d
[1] https://www.renewableenergyhub.co.uk/main/solar-panels/how-long-do-solar-panels-last/
[1] https://www.greenbiz.com/article/what-can-organic-solar-cells-bring-table
[1] https://www.choice.com.au/home-improvement/energy-saving/solar/articles/solar-panel-payback-times
[1] https://twitter.com/DawnTJ90/status/1384254684949475335

Top URLs in Tweet in G5:
[1] https://twitter.com/gavinnewsom/status/1385671067147005953
[1] https://twitter.com/thehill/status/1384554812835041282
[1] https://twitter.com/MGliksmanMDPhD/status/1385356275328839682
[1] https://cs.lbl.gov/news-media/news/2020/berkeley-lab-collaborates-to-prepare-photovoltaic-research-for-exascale/
[1] https://www.nasa.gov/image-feature/jpl/ingenuity-s-first-black-and-white-image-from-the-air/
[1] https://www.nrel.gov/news/program/2021/what-it-takes-to-realize-a-circular-economy-for-solar-photovoltaic-system-materials.html
[1] https://www.nasa.gov/image-feature/jpl/the-wright-brothers/
[1] https://www.aerialpower.com/aerial-powers-solar-panel-cleaning-goes-intergalactic-as-nasa-investigates-airflow-cleaning-of-its-mars-rovers/
[1] https://www.nasa.gov/feature/goddard/2021/nasa-lucy-stretches-its-wings-in-successful-solar-panel-deployment-test/
[1] https://www.washingtonpost.com/technology/2021/04/19/nasa-ingenuity-helicopter-mars/

Top URLs in Tweet in G6:
[4] https://www.rubitecsolar.com/training/
[2] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G9:
[1] https://www.apple.com/2030
[1] https://redd.it/mvv5n3

Top Domains
Top Domains in Tweet in Entire Graph:
[142] twitter.com
[40] com.au
[39] youtube.com
[33] co.za
[26] co.uk
[25] thesolarmove.com
[21] linkedin.com
[21] agroalimentando.com
[18] pv-magazine.com
[17] statista.com

Top Domains in Tweet in G1:
[3] twitter.com
[1] com.au
[1] reddit.com

Top Domains in Tweet in G2:
[80] twitter.com
[25] thesolarmove.com
[18] youtube.com
[16] co.uk
[14] linkedin.com
[13] glroutdoors.com
[11] amazon.com
[11] ebay.com
[10] reddit.com
[9] instagram.com

Top Domains in Tweet in G3:
[2] nasa.gov

Top Domains in Tweet in G4:
[1] sustainability-times.com
[1] arcadia.com
[1] newatlas.com
[1] discovermagazine.com
[1] apnews.com
[1] co.uk
[1] greenbiz.com
[1] com.au
[1] twitter.com

Top Domains in Tweet in G5:
[3] twitter.com
[3] nasa.gov
[2] washingtonpost.com
[1] lbl.gov
[1] nrel.gov
[1] aerialpower.com
[1] satlink.es

Top Domains in Tweet in G6:
[4] rubitecsolar.com
[2] instagram.com

Top Domains in Tweet in G9:
[1] apple.com
[1] redd.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[255] solar
[116] earthday
[92] solarenergy
[68] photovoltaic
[68] renewableenergy
[66] solarpower
[59] solarpanels
[59] solarpanel
[55] energy
[47] contest



Top Hashtags in Tweet in G1:
[3] solar
[2] tesla
[2] photovoltaic
[1] cybertruck
[1] bitcoin
[1] gridscam
[1] climatecrisis
[1] teslahome
[1] xinjiang
[1] energy

Top Hashtags in Tweet in G2:
[74] solar
[32] solarpanels
[26] solarenergy
[25] earthday
[23] photovoltaic
[21] solarpanel
[18] solarpower
[18] renewableenergy
[12] gosolar
[12] cleanenergy

Top Hashtags in Tweet in G3:
[2] lucymission

Top Hashtags in Tweet in G4:
[2] solar
[1] carbonneutraltech
[1] thermoradiative
[1] climateadaptation
[1] renewable
[1] justintrudeau
[1] cdnpoli
[1] climatelies
[1] canada
[1] alberta

Top Hashtags in Tweet in G5:
[12] marshelicopter
[9] solar
[9] ingenuity
[8] circulareconomy
[3] ingenuityhelicopter
[2] earthday
[2] climatechange
[1] recallgavinnewsom
[1] asknasa
[1] greennewdeal

Top Hashtags in Tweet in G6:
[3] greenenergy
[3] solar
[2] happyearthday
[2] photovoltaic
[2] solarsystem
[1] sdgs
[1] sdg7
[1] renewableenergy

Top Hashtags in Tweet in G9:
[41] contest
[39] tmobiletuesdays
[4] earthday
[2] t
[1] supportappleplan
[1] sunpro
[1] startsmallgobig

Top Words
Top Words in Tweet in Entire Graph:
[7396] solar
[4236] panel
[3521] powerwall
[2463] power
[1898] elonmusk
[1894] house
[1769] main
[1766] between
[1765] utility
[1755] meter

Top Words in Tweet in G1:
[3457] powerwall
[1864] solar
[1842] elonmusk
[1743] power
[1730] house
[1725] main
[1724] utility
[1723] meter
[1723] breaker
[1722] feed

Top Words in Tweet in G2:
[1249] solar
[929] panel
[134] energy
[110] power
[110] panels
[103] photovoltaic
[91] more
[74] #solar
[65] system
[58] light

Top Words in Tweet in G3:
[243] nasasolarsystem
[242] spacecraft
[211] lucy
[208] butterfly
[208] emerging
[208] chrysalis
[208] launch
[208] folded
[208] extend
[208] wing

Top Words in Tweet in G4:
[34] solar
[25] panel
[19] medbennett
[18] barbarajdurkin
[16] no2wind
[15] roypentland
[15] dawntj90
[14] thedisproof
[11] ingersolrobert
[11] narvuntien

Top Words in Tweet in G5:
[113] solar
[101] panel
[47] nasa
[33] nasajpl
[28] flight
[26] wright
[26] dust
[23] nasapersevere
[22] first
[22] blades

Top Words in Tweet in G6:
[328] solar
[182] power
[162] panel
[144] rea
[144] business
[144] lot
[144] going
[143] woye1
[143] fg
[143] buhari

Top Words in Tweet in G7:
[132] solar
[129] panel
[128] valaafshar
[123] reimagined
[123] 'blooms'
[123] sunflower
[9] elonmusk
[6] powerwall
[4] power
[3] panels

Top Words in Tweet in G8:
[120] reimagined
[120] solar
[120] panel
[120] 'blooms'
[120] sunflower
[119] techinsider

Top Words in Tweet in G9:
[93] solar
[91] tesla
[78] panel
[67] tmobile
[41] #contest
[39] #tmobiletuesdays
[23] use
[19] home
[18] house
[11] roof

Top Words in Tweet in G10:
[101] solar
[101] intel
[101] dan
[100] ladang
[100] terbesar
[100] luar
[100] amerika
[100] syarikat
[100] terletak
[100] kampus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3370] solar,panel
[1851] solar,power
[1752] elonmusk,solar
[1745] power,feed
[1745] feed,exclusively
[1745] exclusively,powerwall
[1745] powerwall,powerwall
[1745] powerwall,interface
[1745] interface,between
[1745] between,utility

Top Word Pairs in Tweet in G1:
[1731] elonmusk,solar
[1725] solar,power
[1722] power,feed
[1722] feed,exclusively
[1722] exclusively,powerwall
[1722] powerwall,powerwall
[1722] powerwall,interface
[1722] interface,between
[1722] between,utility
[1722] utility,meter

Top Word Pairs in Tweet in G2:
[769] solar,panel
[84] solar,panels
[50] panel,solar
[34] solar,photovoltaic
[30] solar,energy
[30] panel,installation
[25] portable,solar
[25] panel,cleaning
[22] earth,day
[20] panel,system

Top Word Pairs in Tweet in G3:
[209] lucy,spacecraft
[208] butterfly,emerging
[208] emerging,chrysalis
[208] chrysalis,lucy
[208] spacecraft,launch
[208] launch,folded
[208] folded,extend
[208] extend,wing
[207] nasasolarsystem,butterfly
[207] wing,lik

Top Word Pairs in Tweet in G4:
[21] solar,panel
[6] roypentland,no2wind
[6] boi_dboi_d,zorg_ontzorgt
[6] markp1950,jedward02
[6] johnsmi50968113,luckystiff4
[6] luckystiff4,novakglobal
[6] novakglobal,manifesto2000
[6] manifesto2000,reddragonfly19
[6] reddragonfly19,toddynd
[6] lawsonubs,libertyworld

Top Word Pairs in Tweet in G5:
[93] solar,panel
[12] nasa,nasajpl
[10] solar,panels
[10] wright,flyer
[10] another,planet
[9] first,flight
[8] transition,#circulareconomy
[8] #circulareconomy,#solar
[8] #solar,pv
[8] pv,materials

Top Word Pairs in Tweet in G6:
[162] solar,panel
[144] lot,going
[143] fg,buhari
[143] buhari,power
[143] power,unity
[143] unity,schools
[143] schools,solar
[143] solar,mini
[143] mini,grids
[143] grids,solar

Top Word Pairs in Tweet in G7:
[128] solar,panel
[123] reimagined,solar
[123] panel,'blooms'
[123] 'blooms',sunflower
[122] valaafshar,reimagined
[3] elonmusk,valaafshar
[3] valaafshar,elonmusk
[3] elonmusk,solar
[3] solar,power
[3] power,feed

Top Word Pairs in Tweet in G8:
[120] reimagined,solar
[120] solar,panel
[120] panel,'blooms'
[120] 'blooms',sunflower
[119] techinsider,reimagined

Top Word Pairs in Tweet in G9:
[73] solar,panel
[64] tmobile,tesla
[38] #tmobiletuesdays,#contest
[13] tesla,solar
[9] install,solar
[9] tesla,#tmobiletuesdays
[7] tesla,use
[7] installed,solar
[7] panel,home
[6] panel,roof

Top Word Pairs in Tweet in G10:
[100] ladang,solar
[100] solar,terbesar
[100] terbesar,intel
[100] intel,luar
[100] luar,amerika
[100] amerika,syarikat
[100] syarikat,terletak
[100] terletak,kampus
[100] kampus,kulim
[100] kulim,dan

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@tmobile
@nasajpl
@potus
@shinjirokoiz
@viki__00
@nasa
@sentedcruz
@lesstonehouse
@nasapersevere

Top Replied-To in G1:
@elonmusk
@teslascoop
@wholemarsblog
@viss
@engineers_feed
@adam_iverson
@teslajess
@anderssoderqvis
@mrbeast
@pattymo

Top Replied-To in G2:
@new_engine_type

Top Replied-To in G3:
@spacemarschall
@smarter_iam
@jccwrt
@nasasolarsystem
@cosmicrachael
@samirism004

Top Replied-To in G4:
@energyjvd
@raisedgamepie
@ttyengland
@williamdwheeler
@mccloudclan
@imaskar
@hardtimehardta1
@asinister
@ingersolrobert
@phlark1

Top Replied-To in G5:
@nasajpl
@potus
@nasa
@nasapersevere
@bobbybobman2
@jpmajor
@astrokatie
@aburghouts
@gregwillman
@jess3livermore

Top Replied-To in G6:
@truenigerian10
@rubitec_solar

Top Replied-To in G7:
@valaafshar
@truttmd
@wawansu
@elonmusk

Top Replied-To in G9:
@tmobile
@elonmusk
@apple
@mastenspace
@niceguy37085890
@petr_welish
@tesla
@jack
@mira_hurley
@tmobiletuesday

Top Mentioned
Top Mentioned in Entire Graph:
@elonmusk
@nasasolarsystem
@woye1
@valaafshar
@techinsider
@tech_lagi
@rawalsharjeel
@reuters
@tesla
@qurbanalaghari

Top Mentioned in G1:
@elonmusk
@astrojordy
@wholemarsblog
@tesla
@thatt3slaguy
@spacex
@heartdoctesla
@voxrob
@somesaymodela
@sawyermerritt

Top Mentioned in G2:
@thesolarmove
@gordonrr550
@dagon57r
@bobbin1224
@ideabomber
@webbywebb5
@hevia_eliza
@cipher_ai
@spacecom
@lootgous

Top Mentioned in G3:
@nasasolarsystem
@lockheedmartin
@lucymission
@jeff_foust
@northropgrumman
@elonmusk
@jccwrt
@xploredeepspace
@nasa
@fatihkizil

Top Mentioned in G4:
@medbennett
@barbarajdurkin
@no2wind
@roypentland
@dawntj90
@thedisproof
@narvuntien
@noturbine
@mikedel21893959
@d_e_mol

Top Mentioned in G5:
@nasa
@nasajpl
@nasapersevere
@potus
@nrel
@schilkescott
@jpmajor
@apollosearth
@dr_thomasz
@nasamars

Top Mentioned in G6:
@woye1
@goziconc
@rubitec_solar
@allonenergy
@elonmusk
@rootriverjam
@nesp_nigeria

Top Mentioned in G7:
@valaafshar
@elonmusk
@sls_observer
@mcofficialplays
@jantiewillie

Top Mentioned in G8:
@techinsider

Top Mentioned in G9:
@tesla
@elonmusk
@gerberkawasaki
@jack
@boringcompany
@bostondynamics
@epeusken
@lizclaman
@henrikfisker
@fiskerinc

Top Mentioned in G10:
@tech_lagi

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@threadreaderapp
@kenyapower_care
@robinsnewswire
@mlnangalama
@lennaleprena
@souljahsingh
@scarfizal
@amaia_haikazti
@gambiste1

Top Tweeters in G1:
@filafresh
@souljahsingh
@lzedmitryy
@elalam_vnz
@mpendaraha18
@ranask35
@raghuaiyar
@kniga555
@rajeevsharma845
@stfuimtweetn0_o

Top Tweeters in G2:
@robinsnewswire
@billm9
@crweworld
@cooldealca
@justiceoutcry
@flashalert_me
@newsfilterio
@sciseekfeed
@diaadiapa
@815wrldtrvlr

Top Tweeters in G3:
@ruisaldanha
@southerngemgal
@michaelpurvis64
@cristallum_arca
@didiermisson
@darksapiens
@justafandavid
@michaeldambold
@rg_team_tokyo
@larsthewanderer

Top Tweeters in G4:
@reddragonfly19
@teajunkie1
@markcojuangco
@tangroy17
@robmeekel
@friendsoscience
@noturbine
@gillesnfio
@donahugh216
@ecowarriorss

Top Tweeters in G5:
@serendipitysays
@4tchat
@sinemetuvivere
@artificialbra1n
@quorumcall
@therickwilson
@lostdiva
@johnreichardwes
@hakangunery_
@astrokatie

Top Tweeters in G6:
@scarfizal
@badmansaks
@evansjens
@woye1
@mr__prolifik__
@aabdulface
@kingretweetsl
@brytedude
@hizzle7
@kaytiki

Top Tweeters in G7:
@velocity2121
@valaafshar
@lively_mohyo
@ronpeper
@1967anil
@chrisgem65
@spazzle_
@keleccini
@evanstallam
@4lifestan

Top Tweeters in G8:
@wumpyspeaks
@muhsindaura
@dadonskippo
@uniquelygillian
@mufc_diva
@adoraadoreher
@matherslig1
@techinsider
@nompumi
@rkblovejkrpriya

Top Tweeters in G9:
@tmobile
@gerberkawasaki
@teslaownerssv
@ford
@lizclaman
@joshsteiner14
@itslielers
@jack
@jonerlichman
@spleck

Top Tweeters in G10:
@asyrafzainal95
@abdulqayum_
@ksnvnkl
@iwaaaaannn
@azri_akmal98
@syafiqkuni
@draschraf
@el_adamance
@kxmxsyrxf
@_syfqh30


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