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Solar (panel OR Photovoltaic)_2022-09-17_22-27-10.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2022
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3RTz1oF
@berniespofforth
@jessedaykin
@oskaarcher
@menthorqpro
@jamesth70232027
@robert41329413
@potus
@whitehouse
@elonmusk
@solarstorageau

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

Description:
Description
The graph represents a network of 8,701 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, 18 September 2022 at 05:40 UTC.

The requested start date was Sunday, 18 September 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 6-day, 12-hour, 25-minute period from Sunday, 11 September 2022 at 11:34 UTC to Sunday, 18 September 2022 at 00:00 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 : 8701
Unique Edges : 5719
Edges With Duplicates : 7961
Total Edges : 13680
Number of Edge Types : 5
Tweet : 2674
Retweet : 3114
MentionsInRetweet : 3778
Replies to : 1598
Mentions : 2516
Self-Loops : 2732
Reciprocated Vertex Pair Ratio : 0.0132360886007563
Reciprocated Edge Ratio : 0.0261263663023194
Connected Components : 2526
Single-Vertex Connected Components : 1334
Maximum Vertices in a Connected Component : 1964
Maximum Edges in a Connected Component : 4264
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 10.142072
Graph Density : 9.91034192132758E-05
Modularity : 0.596317
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,701 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, 18 September 2022 at 05:40 UTC.

The requested start date was Sunday, 18 September 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 6-day, 12-hour, 25-minute period from Sunday, 11 September 2022 at 11:34 UTC to Sunday, 18 September 2022 at 00:00 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:
[39] https://shrsl.com/3e717
[32] https://www.japantimes.co.jp/news/2022/09/09/national/tokyo-solar-panel-new-homes/
[25] https://bmmagazine.co.uk/news/cost-of-living-crisis-drives-solar-panel-sales-boom/
[23] https://www.agroalimentando.com/nota/7723
[17] https://www.japantimes.co.jp/news/2022/09/09/national/tokyo-solar-panel-new-homes/?utm_medium=social&utm_source=twitter&utm_campaign=postfity&utm_content=postfity52daf
[17] https://opensea.io/assets/ethereum/0x495f947276749ce646f68ac8c248420045cb7b5e/105302265733510322734199596860736738479161948260442737491590726221572509532161/
[16] https://www.evway.com/product/10a-20a-30a-mppt-solar-charger-controller-12v-24v-panel-charger/
[14] https://elements.visualcapitalist.com/chinas-dominance-solar-panel-supply-chain/
[12] https://www.amonups.com/
[10] https://www.theverge.com/2022/7/8/23200153/solar-panel-value-recycling-renewable-energy

Top URLs in Tweet in G1:
[39] https://shrsl.com/3e717
[18] https://www.japantimes.co.jp/news/2022/09/09/national/tokyo-solar-panel-new-homes/
[8] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[7] https://solar.se.com/us/en/2022/09/08/how-much-does-a-solar-panel-system-cost/
[7] https://www.thebrighterside.news/post/solar-panel-innovation-generates-1000x-more-power
[5] https://solarschols.com
[5] https://gleam.io/ieqUz-mCF26vxeZN
[4] https://twinybots.ch/
[4] https://www.japantimes.co.jp/news/2022/09/09/national/tokyo-solar-panel-new-homes/?utm_medium=social&utm_source=twitter&utm_campaign=postfity&utm_content=postfity52daf
[4] https://elements.visualcapitalist.com/chinas-dominance-solar-panel-supply-chain/

Top URLs in Tweet in G2:
[1] https://twitter.com/ANI/status/1529307606564716544
[1] https://www.independent.co.uk/tech/solar-panel-night-electricity-b2051964.html
[1] https://redirect.viglink.com?u=https%3A%2F%2Fwww.which.co.uk%2Freviews%2Fsolar-panels%2Farticle%2Fsolar-panels%2Fsolar-panel-battery-storage-a2AfJ0s5tCyT&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false

Top URLs in Tweet in G3:
[1] https://www.straitstimes.com/singapore/environment/singapore-could-see-5000-tonnes-of-solar-panel-waste-in-next-2-years
[1] https://www.amazon.com/dp/B08K3FVCKG/ref=cm_sw_r_apa_i_EXC0G4V3WRT00NC1CHJM_0
[1] https://www.latimes.com/business/story/2022-07-14/california-rooftop-solar-pv-panels-recycling-danger
[1] https://twitter.com/elonmusk/status/1569417348179759107
[1] https://electrek.co/2021/07/13/tesla-launches-new-420-watt-solar-panel/
[1] https://jalopnik.com/the-hyundai-sonata-hybrids-roof-solar-panel-is-cool-but-1837039569
[1] https://twitter.com/theoggabriel/status/1569171653166350337

Top URLs in Tweet in G4:
[5] https://www.nytimes.com/2022/08/29/business/honda-lg-battery-plant.html
[5] https://www.cnbc.com/2022/08/30/first-solar-to-build-new-panel-factory-following-inflation-reduction-act.html
[4] https://www.cnn.com/2022/08/29/business/honda-lg-electric-vehicles/index.html
[4] https://www.axios.com/2022/08/30/fiber-optic-cable-corning-factory-broadband-att
[4] https://www.cnbc.com/2022/08/09/micron-to-invest-40-billion-in-us-chip-manufacturing.html
[4] https://www.cnbc.com/2022/01/21/intel-plans-20-billion-chip-manufacturing-site-in-ohio.html
[4] https://www.reuters.com/technology/qualcomm-globalfoundries-sign-pact-double-chip-manufacturing-2022-08-08/
[4] https://www.wsj.com/articles/u-s-companies-on-pace-to-bring-home-record-number-of-overseas-jobs-11660968061
[1] https://twitter.com/axios/status/1564590781796605952
[1] https://twitter.com/POTUS/status/1571234960014733313

Top URLs in Tweet in G5:
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fnawayatribo%2Fphotos%2Fa.969282729827912%2F5440486122707528

Top URLs in Tweet in G6:
[4] https://www.theverge.com/2022/7/8/23200153/solar-panel-value-recycling-renewable-energy
[1] https://www.cfact.org/2019/09/15/the-solar-panel-toxic-waste-problem/
[1] https://reneweconomy.com.au/solar-panel-recycling-market-to-be-worth-billions-by-2030-say-researchers/
[1] https://www.discovermagazine.com/environment/solar-panel-waste-the-dark-side-of-clean-energy
[1] https://cleantechnica.com/2022/07/17/solar-panel-recycling-is-about-to-become-big-business/
[1] https://www.corrs.com.au/insights/solar-panel-waste-where-are-we-heading

Top URLs in Tweet in G8:
[1] https://twitter.com/ShellenbergerMD/status/1548910544345829378
[1] https://michaelshellenberger.substack.com/p/ban-chinese-solar-genocide-panels
[1] https://twitter.com/wang_seaver/status/1543024226403098624

Top URLs in Tweet in G9:
[1] https://www.japantimes.co.jp/news/2022/09/09/national/tokyo-solar-panel-new-homes/
[1] https://www.youtube.com/watch?v=xiE2Hj8a_YU

[1] https://twitter.com/jessedaykin/status/1569325005229506565

Top URLs in Tweet in G10:
[1] https://twitter.com/tim_jbo/status/1568557345525104640

Top Domains
Top Domains in Tweet in Entire Graph:
[572] amazon.com
[233] aliexpress.com
[141] twitter.com
[98] co.uk
[58] ebay.com
[55] youtube.com
[53] co.jp
[39] shrsl.com
[37] com.au
[24] wsj.com

Top Domains in Tweet in G1:
[547] amazon.com
[233] aliexpress.com
[80] twitter.com
[45] co.uk
[42] ebay.com
[39] shrsl.com
[24] youtube.com
[24] co.jp
[18] com.au
[14] natecosystem.com

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

Top Domains in Tweet in G3:
[2] twitter.com
[1] straitstimes.com
[1] amazon.com
[1] latimes.com
[1] electrek.co
[1] jalopnik.com

Top Domains in Tweet in G4:
[13] cnbc.com
[5] nytimes.com
[4] cnn.com
[4] axios.com
[4] reuters.com
[4] wsj.com
[2] twitter.com
[1] substack.com
[1] nbcnews.com
[1] solarreviews.com

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

Top Domains in Tweet in G6:
[4] theverge.com
[2] com.au
[1] cfact.org
[1] discovermagazine.com
[1] cleantechnica.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] substack.com

Top Domains in Tweet in G9:
[1] co.jp
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[402] solar
[232] amazon
[230] rt
[228] garden
[228] aliexpress
[149] solarpanel
[146] solarpanels
[122] energy
[117] solarenergy
[87] solarpower



Top Hashtags in Tweet in G1:
[231] amazon
[228] garden
[228] aliexpress
[228] rt
[146] solar
[57] solarpanel
[47] solarenergy
[45] solarpanels
[37] solarpower
[26] ad

Top Hashtags in Tweet in G2:
[1] netzero
[1] wef
[1] surat
[1] mysmc

Top Hashtags in Tweet in G3:
[1] hellomicheal

Top Hashtags in Tweet in G4:
[2] powertothepeople
[1] market
[1] physics
[1] mining
[1] solar
[1] wind
[1] electric
[1] educate
[1] leavemealonenow
[1] keepyodistance

Top Hashtags in Tweet in G7:
[1] voteblue2022
[1] freshresists
[1] onev1

Top Hashtags in Tweet in G9:
[41] silver
[2] silversqueeze
[1] solar

Top Words
Top Words in Tweet in Entire Graph:
[8481] solar
[6178] panel
[874] panels
[748] power
[738] battery
[698] energy
[623] coal
[603] using
[579] camera
[572] supply

Top Words in Tweet in G1:
[2888] solar
[1889] panel
[570] camera
[504] gt
[404] battery
[353] power
[285] outdoor
[276] co
[274] security
[243] click

Top Words in Tweet in G2:
[482] solar
[481] berniespofforth
[480] panel
[478] using
[477] coal
[476] oil
[475] supply
[475] chain
[475] manufactured
[475] mined

Top Words in Tweet in G3:
[114] solar
[93] panel
[91] elonmusk
[33] tesla
[22] car
[19] roof
[19] charge
[19] evafoxu
[17] need
[16] make

Top Words in Tweet in G4:
[109] solar
[86] panel
[58] potus
[32] energy
[28] whitehouse
[26] wind
[22] china
[18] more
[18] electric
[18] power

Top Words in Tweet in G5:
[157] solar
[157] panel
[154] maykamaykaba
[99] ng
[98] share
[92] sa
[91] mga
[89] donate
[89] tara
[89] build

Top Words in Tweet in G6:
[25] solar
[20] needs
[19] tesla
[18] panel
[13] full
[12] baronblacky
[11] charge
[10] freddie07068768
[10] iandjbrown2
[9] ingersolrobert

Top Words in Tweet in G7:
[271] solar
[136] panel
[135] joe
[135] biden
[135] working
[135] america
[135] manufacturing
[135] 1st
[135] expanding
[135] factories

Top Words in Tweet in G8:
[126] solar
[117] shellenbergermd
[117] panels
[113] china
[110] genocide
[109] main
[109] purpose
[109] finance
[109] going
[109] uyghur

Top Words in Tweet in G9:
[112] solar
[88] panels
[62] silver
[55] increasing
[51] chinese
[51] load
[51] significantly
[51] late
[51] doubling
[51] tripling

Top Words in Tweet in G10:
[108] solar
[107] panel
[104] coal
[102] production
[101] menthorqpro
[101] sourcing
[101] china
[101] source
[3] berniespofforth
[3] supply

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5310] solar,panel
[725] solar,panels
[514] panel,supply
[511] supply,chain
[485] coal,oil
[481] using,coal
[480] chain,manufactured
[480] manufactured,using
[480] oil,mined
[480] mined,impoverished

Top Word Pairs in Tweet in G1:
[1653] solar,panel
[245] gt,gt
[228] click,gt
[228] gt,co
[228] #garden,#amazon
[228] #amazon,#aliexpress
[228] #aliexpress,#rt
[124] solar,panels
[123] security,camera
[104] way,audio

Top Word Pairs in Tweet in G2:
[480] solar,panel
[475] panel,supply
[475] supply,chain
[475] chain,manufactured
[475] manufactured,using
[475] using,coal
[475] coal,oil
[475] oil,mined
[475] mined,impoverished
[475] impoverished,citizens

Top Word Pairs in Tweet in G3:
[85] solar,panel
[15] elonmusk,evafoxu
[8] panel,roof
[7] solar,panels
[6] elonmusk,solar
[5] tesla,solar
[5] put,solar
[4] roof,car
[4] car,solar
[4] elonmusk,need

Top Word Pairs in Tweet in G4:
[81] solar,panel
[12] solar,panels
[11] wind,energy
[9] whether,solar
[9] panel,trainings
[9] trainings,doljobscorp
[9] doljobscorp,mexico
[9] mexico,groundbreakings
[9] groundbreakings,wind
[9] energy,ports

Top Word Pairs in Tweet in G5:
[157] solar,panel
[90] ng,mga
[89] donate,share
[89] share,tara
[89] tara,build
[89] build,nangangailangan
[89] nangangailangan,pa
[89] pa,po
[89] po,tayo
[89] tayo,19

Top Word Pairs in Tweet in G6:
[15] solar,panel
[11] full,charge
[9] edwinkentish,baronblacky
[9] baronblacky,tesla
[9] tesla,needs
[9] needs,13kwh
[9] 13kwh,travel
[9] travel,100km
[9] 100km,full
[9] charge,400km

Top Word Pairs in Tweet in G7:
[136] solar,panel
[135] joe,biden
[135] biden,working
[135] working,america
[135] america,manufacturing
[135] manufacturing,1st
[135] 1st,solar
[135] solar,expanding
[135] expanding,solar
[135] panel,factories

Top Word Pairs in Tweet in G8:
[117] solar,panels
[109] main,purpose
[109] purpose,solar
[109] panels,finance
[109] finance,china
[109] china,going
[109] going,genocide
[109] genocide,uyghur
[109] uyghur,muslims
[109] muslims,destroy

Top Word Pairs in Tweet in G9:
[83] solar,panels
[55] increasing,silver
[51] chinese,increasing
[51] silver,load
[51] load,solar
[51] panels,significantly
[51] significantly,late
[51] late,doubling
[51] doubling,tripling
[50] jessedaykin,chinese

Top Word Pairs in Tweet in G10:
[107] solar,panel
[101] panel,sourcing
[101] sourcing,china
[101] china,source
[101] source,production
[101] production,coal
[100] menthorqpro,solar
[3] berniespofforth,solar
[3] panel,supply
[3] supply,chain

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@potus
@noliewithbtc
@petersweden7
@mikehudema
@whitehouse
@tomselliott
@onetweetawayman
@joebiden
@ladyvelvet_hfq

Top Replied-To in G1:

Top Replied-To in G2:
@berniespofforth
@andy_helios
@robertd98193957
@lonsdalesofh

Top Replied-To in G3:
@elonmusk
@evafoxu
@s_winger
@thinkfab
@truegamedata
@cindywomack20
@tesla
@neurolinker2
@teslasolar
@atumroof

Top Replied-To in G4:
@potus
@whitehouse
@italianmaster
@johngale23
@ingersolrobert
@hunter1tone
@tannedback21
@mrmiley
@michaelbomholt
@burggrabenh

Top Replied-To in G6:
@jimdtweet
@offgridtech_net
@murtalaibin
@ecowitch
@durnhamuk1990
@royalacresrod
@sumergomonstro
@narvuntien
@tom575935021
@climatehope2

Top Replied-To in G8:
@lobstercake
@shellenbergermd
@psgrimm64

Top Replied-To in G9:
@aschmidt2930
@basedkarbon

Top Replied-To in G10:
@monikar20218706
@menthorqpro

Top Mentioned
Top Mentioned in Entire Graph:
@berniespofforth
@maykamaykaba
@feistyliblady
@shellenbergermd
@menthorqpro
@fpwellman
@exploreorg
@arvindkumar_ias
@martinjkeatings
@ladyvelvet_hfq

Top Mentioned in G1:
@dagon57r
@orbis_terrarump
@laurencebaden
@willisodera8
@drdigipol
@marssolar__
@jpeckphl
@summasolar
@jakar_israel

Top Mentioned in G2:
@berniespofforth
@yodaonexile
@trf_climate
@mumclimate
@commissionersmc
@mysuratmysmc
@mayorsurat
@suratsmartcity
@martinfrench_

Top Mentioned in G3:
@elonmusk
@evafoxu
@tesla
@teslasolar
@natureportfolio
@naturephysics
@solaredgepv
@wholemarsblog
@robeno
@cb_doge

Top Mentioned in G4:
@potus
@whitehouse
@fivetimesaugust
@atlrey
@msnbc
@smileyface4380
@gjtex9
@basic_yank
@crackslord

Top Mentioned in G5:
@maykamaykaba

Top Mentioned in G6:
@baronblacky
@freddie07068768
@iandjbrown2
@ingersolrobert
@mikedel21893959
@damiandpc7
@edwinkentish
@ejwwest
@priscian
@bubbasranch

Top Mentioned in G7:
@feistyliblady

Top Mentioned in G8:
@shellenbergermd
@leftistfunk
@bitcoin_eagle
@latinxetori

Top Mentioned in G9:
@jessedaykin
@silverinstitute
@fomocapdao
@j16425646
@petedivine
@aschmidt2930
@miningmavengwen

Top Mentioned in G10:
@menthorqpro
@berniespofforth
@jessedaykin
@thomaseisenhuth
@klimareport

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@kompascom
@bmurphypointman
@rk70534
@tradermarcocost
@sgh_rts
@pln_123
@vbinsan1
@rtsmallstreams
@elespectador

Top Tweeters in G1:
@bmurphypointman
@bob_stinson1234
@feedjunkie
@thedextazlab
@seasonsgala
@africaupdates
@redot2005
@jeguru1
@donelichterman
@michaelpurvis64

Top Tweeters in G2:
@porridgeisgood
@sandoly
@mgt_coull26
@autumnalbaby
@irene48
@minimoojack
@getaclue77
@tina_tinalondon
@backintdales
@swinny198

Top Tweeters in G3:
@wholemarsblog
@codingmark
@teslaownerssv
@johnnacrider1
@14vargen14
@rosema08
@johnvoelcker
@sawyermerritt
@styx666official
@model3owners

Top Tweeters in G4:
@msnbc
@socalbohogal
@tonikuehl12
@judicialwatch
@chuckgordon18
@rogueopsmobile
@tomfitton
@italianmaster
@barba_ribera
@kaylynnljones

Top Tweeters in G5:
@tinstax
@kureouji
@btrzkji
@jedmarcueto
@gaylowkey
@elliments
@______kx22
@queenmiroh
@kaheldesu
@rebelysyon

Top Tweeters in G6:
@davidmatheson27
@ajenglish
@dawntj90
@veritatem2021
@demoore90210
@baronblacky
@anthmusic
@keithamccluskey
@noelturner194
@rln_nelson

Top Tweeters in G7:
@marthalynneowe1
@trumpwatchnews
@vmbritsch
@artis_elemental
@snw106
@loreyjeanene
@gailwaldby
@concernedwhite1
@analisa_swan
@resistersis20

Top Tweeters in G8:
@tradermarcocost
@woodward_roxie
@denlusk13
@cyclejunkie88
@punditocrat
@thespiritof02
@gabaserr
@whataboutken4
@helenjojojojo
@javz1977

Top Tweeters in G9:
@laughingmantwit
@craigratbag
@ladylisadcantu1
@drnewbold
@lou05316597
@therealdrmax
@ravinaproject
@cellarpolitics
@froggyer_kun
@flylord

Top Tweeters in G10:
@playstrumpcard
@2ndleprechaun
@quirkiebird
@qtweather
@xiscan1
@hedgefundsrati1
@tallcedarofleb
@sooonil
@speculathor
@geraldr416


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