Solar (panel OR Photovoltaic), Twitter, 6/6/2021 1:04:03 PM, 256426


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Solar (panel OR Photovoltaic)_2021-06-05_22-29-09.xlsx
Solar (panel OR Photovoltaic)_2021-06-05_22-29-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 06, 2021
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3cjUELY
@mzhemingway
@albertoemachado
@techinsider
@damnoldguy
@valaafshar
@elonmusk
@eriksolheim
@business
@yo_tech_
@mindgage

Top hashtags:
#solar
#solarenergy
#solarpanels
#photovoltaic
#business
#free

Description:
Description
The graph represents a network of 8,901 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, 06 June 2021 at 05:53 UTC.

The requested start date was Sunday, 06 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 6-day, 21-hour, 36-minute period from Sunday, 30 May 2021 at 02:15 UTC to Saturday, 05 June 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 : 8901
Unique Edges : 4702
Edges With Duplicates : 9815
Total Edges : 14517
Number of Edge Types : 5
Retweet : 4485
MentionsInRetweet : 5103
Tweet : 1727
Replies to : 1060
Mentions : 2142
Self-Loops : 1778
Reciprocated Vertex Pair Ratio : 0.0104890686212562
Reciprocated Edge Ratio : 0.020760380190095
Connected Components : 2043
Single-Vertex Connected Components : 1061
Maximum Vertices in a Connected Component : 3828
Maximum Edges in a Connected Component : 7924
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.118372
Graph Density : 0.000100935509076748
Modularity : 0.578157
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,901 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, 06 June 2021 at 05:53 UTC.

The requested start date was Sunday, 06 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 6-day, 21-hour, 36-minute period from Sunday, 30 May 2021 at 02:15 UTC to Saturday, 05 June 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:
[139] 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
[71] https://www.cbc.ca/news/science/bipv-solar-1.6044485?__vfz=medium%3Dsharebar
[68] https://www.cbc.ca/news/science/bipv-solar-1.6044485
[44] https://cleantechnica.com/2021/05/31/solar-panel-installations-over-canals-could-save-california-65-billion-gallons-of-water-per-year/
[37] https://www.reddit.com/r/arduino/comments/npdwch/finally_have_my_sun_tracking_solar_panels_working/
[36] https://www.washingtonpost.com/realestate/solar-panel-use-heats-up-as-installation-costs-fall/2021/05/26/b55a2ea4-8825-11eb-8a8b-5cf82c3dffe4_story.html
[36] https://www.dottydirectory.com/business/east-dunbartonshire-council/solar-panel-bird-proofing-scotland/
[35] https://www.teslarati.com/tesla-solar-panel-removal-and-reinstallation-policy/
[24] https://twitter.com/DottyDirectory/status/1400044630368980992
[23] https://www.bloomberg.com/tosv2.html?vid=&uuid=27dafaa0-c65e-11eb-95e0-5181f85d29f2&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0wNC9zb2xhci1qb2JzLTIwMjEtaG93LWNoaW5hLWJlYXQtdS1zLXRvLWJlY29tZS13b3JsZC1zLXNvbGFyLWNoYW1waW9uP2luX3NvdXJjZT1wb3N0cl9zdG9yeV8wJnNyZWY9SWgycDJnZ1c=

Top URLs in Tweet in G1:
[1] https://www.wsj.com/articles/kamala-harris-bombs-at-the-naval-academy-11622476283?reflink=desktopwebshare_twitter
[1] https://twitter.com/JackPosobiec/status/1398338009494396933
[1] https://www.wsj.com/articles/kamala-harris-bombs-at-the-naval-academy-11622476283?st=ux2k14fflxqrav1&reflink=share_mobilewebshare

Top URLs in Tweet in G2:
[30] https://www.cbc.ca/news/science/bipv-solar-1.6044485
[30] https://www.cbc.ca/news/science/bipv-solar-1.6044485?__vfz=medium%3Dsharebar
[22] https://www.washingtonpost.com/realestate/solar-panel-use-heats-up-as-installation-costs-fall/2021/05/26/b55a2ea4-8825-11eb-8a8b-5cf82c3dffe4_story.html
[18] https://cleantechnica.com/2021/05/31/solar-panel-installations-over-canals-could-save-california-65-billion-gallons-of-water-per-year/
[14] https://www.makeuseof.com/
[9] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[7] https://www.instagram.com/accounts/login/
[7] https://www.washingtonpost.com/realestate/solar-panel-use-heats-up-as-installation-costs-fall/2021/05/26/b55a2ea4-8825-11eb-8a8b-5cf82c3dffe4_story.html?tid=ss_tw
[7] https://brightearthsolar.com.au/transform-enphase-microinverters
[7] https://solarschols.com

Top URLs in Tweet in G3:
[1] https://www.forbes.com/sites/vikrammittal/2021/06/02/twenty-pounds-of-batteries-or-a-rolled-up-solar-panel/?sh=1c5979b66583
[1] https://tweetedtimes.com/Po3ZBlog?s=tnp

Top URLs in Tweet in G4:
[1] https://www.smh.com.au/world/north-america/i-sound-like-an-idiot-now-capitol-rioters-blame-trump-campaign-20210530-p57we8.html?utm_medium=Social&utm_source=Twitter#Echobox=1622358941-1

Top URLs in Tweet in G5:
[2] https://www.cbc.ca/news/science/bipv-solar-1.6044485?__vfz=medium%3Dsharebar
[2] https://www.technologyreview.com/s/612238/wide-scale-us-wind-power-could-cause-significant-warming/
[1] https://www.cbc.ca/news/science/bipv-solar-1.6044485
[1] https://asia.nikkei.com/Spotlight/Environment/Climate-Change/Japan-pushes-solar-panel-mandate-for-new-public-buildings
[1] https://www.youtube.com/watch?v=QMR_GpsrIzM

[1] https://solstice.us/solstice-blog/solar-energy-statistics/
[1] https://reneweconomy.com.au/australias-first-solar-panel-recycling-plant-swings-into-action/
[1] https://www.nature.com/articles/srep35070

Top URLs in Tweet in G6:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255868
[1] https://twitter.com/GilgameshOfDeFi/status/1401282983345143810
[1] https://www.teslarati.com/tesla-solar-panel-removal-and-reinstallation-policy/
[1] https://www.youtube.com/watch?v=1Pm4MbIwRDw

[1] https://www.youtube.com/watch?v=QXf9mRWbXDM&feature=youtu.be

[1] https://twitter.com/spacex/status/1400508136822169602
[1] https://www.digitaltrends.com/news/tesla-may-be-about-to-enter-the-restaurant-business/
[1] https://www.teslarati.com/tesla-powerpack-batteries-philippines-town-end-power-crisis/
[1] https://www.bbc.com/news/world-asia-china-57124636
[1] https://twitter.com/SolarInMASS/status/1398742766591565827

Top URLs in Tweet in G9:
[136] 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
[3] http://ow.ly/SMAw50EP6DT
[1] https://www.bloomberg.com/news/articles/2021-06-02/china-s-solar-giants-say-industry-needs-to-fight-cost-inflation?utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter&utm_medium=social&utm_content=business
[1] https://www.bloomberg.com/news/articles/2021-06-02/china-s-solar-giants-say-industry-needs-to-fight-cost-inflation?cmpid%3D=socialflow-twitter-asia&utm_source=twitter&utm_content=asia&utm_medium=social&utm_campaign=socialflow-organic
[1] https://www.bloomberg.com/news/articles/2021-06-02/china-s-solar-giants-say-industry-needs-to-fight-cost-inflation?utm_medium=social&utm_content=markets&cmpid%3D=socialflow-twitter-markets&utm_source=twitter&utm_campaign=socialflow-organic
[1] https://www.bloomberg.com/news/articles/2021-06-02/china-s-solar-giants-say-industry-needs-to-fight-cost-inflation?sref=cBPNXAjQ

Top URLs in Tweet in G10:
[4] https://futurism.com/the-byte/cybertruck-patents-armor-glass-solar-panels
[1] http://spaceref.com/mars/nasas-insight-mars-lander-gets-a-power-boost.html
[1] https://www.reddit.com/r/arduino/comments/npdwch/finally_have_my_sun_tracking_solar_panels_working/

Top Domains
Top Domains in Tweet in Entire Graph:
[177] twitter.com
[177] bloomberg.com
[166] cbc.ca
[60] youtube.com
[56] washingtonpost.com
[49] cleantechnica.com
[42] reddit.com
[42] teslarati.com
[37] com.au
[36] dottydirectory.com

Top Domains in Tweet in G1:
[2] wsj.com
[1] twitter.com

Top Domains in Tweet in G2:
[105] twitter.com
[66] cbc.ca
[29] washingtonpost.com
[24] com.au
[19] cleantechnica.com
[16] bit.ly
[16] thesolarmove.com
[14] makeuseof.com
[14] gleam.io
[13] youtube.com

Top Domains in Tweet in G3:
[1] forbes.com
[1] tweetedtimes.com

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

Top Domains in Tweet in G5:
[3] cbc.ca
[2] technologyreview.com
[1] nikkei.com
[1] youtube.com
[1] solstice.us
[1] com.au
[1] nature.com

Top Domains in Tweet in G6:
[4] twitter.com
[3] nodexlgraphgallery.org
[2] teslarati.com
[2] youtube.com
[1] digitaltrends.com
[1] bbc.com
[1] pv-magazine.com
[1] vehiclesuggest.com

Top Domains in Tweet in G9:
[140] bloomberg.com
[3] ow.ly

Top Domains in Tweet in G10:
[4] futurism.com
[1] spaceref.com
[1] reddit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[317] solar
[105] solarenergy
[71] solarpanels
[66] photovoltaic
[64] business
[63] free
[62] renewableenergy
[62] europe
[62] advertising
[62] dottydirectory



Top Hashtags in Tweet in G2:
[78] solar
[38] solarpanels
[34] solarpanel
[29] solarenergy
[28] solarpower
[24] energy
[22] renewableenergy
[20] photovoltaic
[16] gosolar
[13] gogreen

Top Hashtags in Tweet in G5:
[1] canada
[1] worldenvironmentday
[1] canadian
[1] solar
[1] cdnpoli
[1] covid19

Top Hashtags in Tweet in G6:
[5] bitcoin
[5] tesla
[4] cybertruck
[4] solar
[3] teslasolarissues
[3] renewableenergy
[2] nasa
[2] iss
[2] spacex
[2] doge

Top Hashtags in Tweet in G10:
[30] solarink
[30] sustainability
[30] innovation
[30] tech4good

Top Words
Top Words in Tweet in Entire Graph:
[7344] solar
[5609] panel
[1146] environment
[1137] friendly
[1131] gender
[1122] appreciative
[1121] attempt
[1120] comedy
[1120] elicited
[1120] raucous

Top Words in Tweet in G1:
[1101] attempt
[1101] gender
[1101] inclusive
[1101] environment
[1101] friendly
[1101] comedy
[1101] elicited
[1101] appreciative
[1101] raucous
[1101] peal

Top Words in Tweet in G2:
[1569] solar
[1144] panel
[141] energy
[122] power
[99] panels
[96] battery
[90] more
[90] building
[79] itself
[78] #solar

Top Words in Tweet in G3:
[550] solar
[547] panel
[542] techinsider
[533] flower
[533] sun
[532] 'blooms'
[532] comes
[10] company
[10] reimagined
[3] panels

Top Words in Tweet in G4:
[422] solar
[419] panel
[414] 40
[414] more
[412] 'blooms'
[412] flower
[411] valaafshar
[411] produces
[411] energy
[29] sun

Top Words in Tweet in G5:
[31] solar
[25] panel
[10] thedisproof
[9] tangomitteckel
[9] ingersolrobert
[8] dawntj90
[7] bailfund_brawl
[7] brknman
[7] stephen90045069
[7] jamz129

Top Words in Tweet in G6:
[162] solar
[139] panel
[99] elonmusk
[66] tesla
[48] car
[39] idea
[36] better
[28] roof
[25] elon
[25] think

Top Words in Tweet in G7:
[217] alarm
[217] bells
[217] raised
[217] over
[217] solar
[217] panel
[217] parts
[217] potentially
[217] coming
[217] uyghur

Top Words in Tweet in G8:
[615] solar
[207] panel
[206] 40
[206] more
[204] future
[204] designed
[204] mimic
[204] sunflower
[204] making
[204] efficient

Top Words in Tweet in G9:
[177] solar
[156] panel
[150] business
[139] world
[138] china
[138] manufacturing
[138] produces
[136] went
[136] three
[136] quarters

Top Words in Tweet in G10:
[159] solar
[141] panel
[101] mashable
[48] windows
[48] game
[48] changer
[48] sustainability
[30] #solarink
[30] next
[30] evolution

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4933] solar,panel
[1120] environment,friendly
[1120] comedy,elicited
[1120] elicited,appreciative
[1120] appreciative,raucous
[1120] raucous,peal
[1119] attempt,gender
[1119] gender,inclusive
[1119] inclusive,environment
[1119] friendly,comedy

Top Word Pairs in Tweet in G1:
[1101] attempt,gender
[1101] gender,inclusive
[1101] inclusive,environment
[1101] environment,friendly
[1101] friendly,comedy
[1101] comedy,elicited
[1101] elicited,appreciative
[1101] appreciative,raucous
[1101] raucous,peal
[1098] mzhemingway,ms

Top Word Pairs in Tweet in G2:
[944] solar,panel
[85] panel,solar
[75] building,itself
[74] solar,windows
[74] windows,shingles
[74] shingles,cladding
[74] cladding,building
[70] solar,panels
[70] itself,solar
[35] portable,solar

Top Word Pairs in Tweet in G3:
[547] solar,panel
[532] panel,'blooms'
[532] 'blooms',flower
[532] flower,sun
[532] sun,comes
[531] techinsider,solar
[10] company,reimagined
[10] reimagined,solar
[5] techinsider,company
[4] panel,techinsider

Top Word Pairs in Tweet in G4:
[419] solar,panel
[414] 40,more
[412] panel,'blooms'
[412] 'blooms',flower
[411] produces,40
[411] more,energy
[410] valaafshar,solar
[383] flower,produces
[29] flower,sun
[29] sun,comes

Top Word Pairs in Tweet in G5:
[21] solar,panel
[5] goodcollie,27legin
[5] 27legin,sueytonius
[5] sueytonius,tangomitteckel
[5] tangomitteckel,chimera414
[5] chimera414,jsharkjill
[5] jsharkjill,tokyo_tom
[5] tokyo_tom,thedisproof
[5] swcrisis,kenneth72712993
[5] kenneth72712993,joetheatheistp

Top Word Pairs in Tweet in G6:
[125] solar,panel
[24] panel,roof
[19] make,solar
[17] tesla,car
[16] ãƒ,ãƒ
[15] hello,elon
[15] elon,musk
[15] musk,better
[15] better,life
[15] life,peoples

Top Word Pairs in Tweet in G7:
[217] alarm,bells
[217] bells,raised
[217] raised,over
[217] over,solar
[217] solar,panel
[217] panel,parts
[217] parts,potentially
[217] potentially,coming
[217] coming,uyghur
[217] uyghur,forced

Top Word Pairs in Tweet in G8:
[207] solar,panel
[206] 40,more
[204] future,solar
[204] solar,solar
[204] panel,designed
[204] designed,mimic
[204] mimic,sunflower
[204] sunflower,making
[204] making,40
[204] more,efficient

Top Word Pairs in Tweet in G9:
[150] solar,panel
[138] panel,manufacturing
[136] china,went
[136] went,solar
[136] manufacturing,produces
[136] produces,three
[136] three,quarters
[136] quarters,world
[136] world,supply
[135] business,china

Top Word Pairs in Tweet in G10:
[141] solar,panel
[48] panel,windows
[48] windows,game
[48] game,changer
[48] changer,sustainability
[44] mashable,solar
[40] panel,mashable
[30] #solarink,next
[30] next,evolution
[30] evolution,solar

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@miraeasset_in
@vp
@bennyjohnson
@tesla
@kamalaharris
@simonahac
@tinabob2021
@spacex
@iam_jerrymoses

Top Replied-To in G1:
@fischerking64
@johnny_joey
@kurtschlichter

Top Replied-To in G2:

Top Replied-To in G3:
@techinsider
@tracysestili

Top Replied-To in G4:
@valaafshar

Top Replied-To in G5:
@particle96
@markcojuangco
@jamz129
@jeremyjudkins
@markhin83862722
@eric84701331
@dkdk459
@logisticsau
@joececiyyc
@tonyboloni8

Top Replied-To in G6:
@elonmusk
@tesla
@spacex
@model3owners
@mattwallace888
@robthegman
@greg16676935420
@croissanteth
@_titflx91
@teslaownersebay

Top Replied-To in G9:
@business

Top Mentioned
Top Mentioned in Entire Graph:
@mzhemingway
@techinsider
@valaafshar
@tracygrayklc
@eriksolheim
@business
@fadbiood
@kaylamdimarco
@mashable
@adam_tooze

Top Mentioned in G1:
@mzhemingway
@johnny_joey
@jewhaditm
@gerardtbaker
@darrenjbeattie
@avatans

Top Mentioned in G2:
@thesolarmove
@yeboah_odeneho
@gngagritech
@fett0071
@dbargscott8
@evvosolar
@krulayar
@homeresearchlab

Top Mentioned in G3:
@techinsider
@techamazing
@po3zblog

Top Mentioned in G4:
@valaafshar
@eatatjoe2
@techinsider

Top Mentioned in G5:
@thedisproof
@tangomitteckel
@ingersolrobert
@dawntj90
@bailfund_brawl
@brknman
@stephen90045069
@kctaz
@trevordkidd1
@rulebylogic

Top Mentioned in G6:
@elonmusk
@tesla
@model3owners
@space_station
@wholemarsblog
@nasa
@futurejurvetson
@documentingbtc
@spacex
@mei98862477

Top Mentioned in G7:
@tracygrayklc

Top Mentioned in G8:
@eriksolheim
@valaafshar
@techinsider

Top Mentioned in G9:
@business
@markets
@bloombergasia
@mashable
@valaafshar
@designtaxi
@eriksolheim
@musadaqz
@polistatsapp
@twainsmustache

Top Mentioned in G10:
@mashable
@segundoatdell
@enricomoli
@alperucok
@univercurious
@giopagliari
@futurism
@enricomolinari
@kuriharan
@asokan_telecom

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@detikcom
@republikaonline
@chidambara09
@gambiste1
@andyvermaut
@inabster
@klm
@crweworld
@meruemgi

Top Tweeters in G1:
@madanabhat
@docwashburn
@joec1776
@schwingcat
@1catherinesiena
@sustain05
@calling12001
@cbinflux
@elizbethlmaness
@hawleysjadefav

Top Tweeters in G2:
@republikaonline
@andyvermaut
@crweworld
@bigtimefootball
@tempodotco
@toicitiesnews
@lucas_wyrsch
@thedextazlab
@ssharma68
@hardknoxfirst

Top Tweeters in G3:
@tusk8rman
@sufiy
@runpattirun
@irbmishra
@ve10ve
@thee_maveric
@seanreezy25
@fukasawa_takuya
@smalllifesub
@rehanahmed_92

Top Tweeters in G4:
@lizditz
@3wombats
@asher_wolf
@iflck
@edgaarcia
@sherbah46958042
@marialcab
@broomstick33
@clarinetwoman2
@murfad

Top Tweeters in G5:
@markcojuangco
@tokyo_tom
@boggywood
@luisbaram
@tea4gunssc
@dickmackintosh
@ronnieressler
@plagueofprogs
@cyclejunkie88
@dkdk459

Top Tweeters in G6:
@damnoldguy
@iromg
@dnsf
@samsungmobileus
@ev_stevee
@souljaboy
@wholemarsblog
@sunstarcebu
@melaynalokosky
@prabhumaheshion

Top Tweeters in G7:
@gsawision
@james_thorburn
@wonw080
@pppongo
@247firecracker
@tibetpeople
@wesjwhk
@karmaonpopo
@tomwong93767868
@hker20682966

Top Tweeters in G8:
@elleallever
@rdiasdevivar
@gmk07
@rahuladingore
@me_sheer_
@ajaygup41112037
@timmmyk
@vinwin53
@chandrika2908
@sucardinalrule

Top Tweeters in G9:
@meruemgi
@business
@viriyabot
@rhcm123
@wagjuer
@dokscho
@raoces
@mwt2008
@syawal
@designtaxi

Top Tweeters in G10:
@velocity2121
@ansisegle
@jlff63taz
@paulmick
@mashable
@terpsichore_los
@bandersdavidson
@benishii_
@shi4tech
@techjunkiejh


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