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Solar (panel OR Photovoltaic)_2022-12-17_22-27-10.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 18, 2022
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3FAie53
@dcijuja
@bowenchris
@elonmusk
@mikehudema
@whitehouse
@potus
@jamesgang1979
@popcoin3
@insane_voice
@noturbine

Top hashtags:
#solar
#amazon
#rt
#aliexpress
#garden
#bushsolarlightsdelivers
#solarpanels

Description:
Description
The graph represents a network of 6,975 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 December 2022 at 06:36 UTC.

The requested start date was Sunday, 18 December 2022 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 4-day, 19-hour, 2-minute period from Tuesday, 13 December 2022 at 05:12 UTC to Sunday, 18 December 2022 at 00:15 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 : 6975
Unique Edges : 3778
Edges With Duplicates : 9441
Total Edges : 13219
Number of Edge Types : 5
Retweet : 4077
MentionsInRetweet : 4377
Replies to : 986
Mentions : 1454
Tweet : 2325
Self-Loops : 2506
Reciprocated Vertex Pair Ratio : 0.012798339674853
Reciprocated Edge Ratio : 0.0252732240437158
Connected Components : 1914
Single-Vertex Connected Components : 1101
Maximum Vertices in a Connected Component : 1182
Maximum Edges in a Connected Component : 4466
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 5.422498
Graph Density : 0.000120385702964313
Modularity : 0.47277
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,975 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 December 2022 at 06:36 UTC.

The requested start date was Sunday, 18 December 2022 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 4-day, 19-hour, 2-minute period from Tuesday, 13 December 2022 at 05:12 UTC to Sunday, 18 December 2022 at 00:15 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:
[102] https://jiji.ng/
[44] https://mashable.com/video/mit-sticker-solar-panel
[37] https://www.huffpost.com/entry/elon-musk-sells-tesla-stock_n_639aed27e4b0804966b417da?utm_campaign=share_twitter&ncid=engmodushpmg00000004
[29] https://shrsl.com/3e717
[23] https://electrek.co/2022/12/15/renogy-200w-flexible-solar-panel-more-new-green-deals/
[17] https://electrek.co/2022/12/15/national-grid-renewables-first-solar/
[16] https://orfonline.org/expert-speaks/chinas-dominance-of-the-solar-photovoltaic-value-chain
[10] https://climatechangedispatch.com/us-solar-panel-installations-fall-after-crackdown-on-chinas-uyghur-slave-labor/
[9] https://www.extantpower.com/extantpower-portable-power-station/
[8] https://www.reviewgeek.com/138548/anker-625-portable-solar-panel-100w-review-solar-power-on-the-go/

Top URLs in Tweet in G1:
[12] https://mashable.com/video/mit-sticker-solar-panel
[11] https://electrek.co/2022/12/15/renogy-200w-flexible-solar-panel-more-new-green-deals/
[7] https://electrek.co/2022/12/15/national-grid-renewables-first-solar/
[5] https://www.kpbs.org/news/local/2022/12/15/california-regulators-adopt-new-solar-panel-rules-that-reduce-incentives-to-install
[4] https://orfonline.org/expert-speaks/chinas-dominance-of-the-solar-photovoltaic-value-chain
[4] https://www.orfonline.org/hindi/research/chinas-dominance-of-the-solar-photovoltaic-value-chain/
[4] https://hb.afl.rakuten.co.jp/hgc/g00rr09c.5uc4ufe5.g00rr09c.5uc4v1ba/?pc=https%3A%2F%2Fitem.rakuten.co.jp%2Fanker%2Fa2431031%2F&m=http%3A%2F%2Fm.rakuten.co.jp%2Fanker%2Fi%2F10001157%2F
[4] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[3] https://www.consultancy.eu/news/8267/rebel-helping-flemish-social-housing-sector-with-solar-panel-ambition
[3] https://mashable.com/video/mit-sticker-solar-panel?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[10] https://climatechangedispatch.com/us-solar-panel-installations-fall-after-crackdown-on-chinas-uyghur-slave-labor/
[1] https://sustainablesolutions.duke-energy.com/resources/what-to-do-with-snow-on-solar-panels/

Top URLs in Tweet in G4:
[3] https://www.treehugger.com/how-much-co-does-one-solar-panel-create-4868753
[1] https://www.cnbc.com/2019/08/20/walmart-sues-tesla-over-solar-panel-fires-at-seven-stores.html
[1] https://www.businessinsider.com/tesla-solar-panel-fires-become-nightmare-some-homeowners-2019-10
[1] https://www.businessinsider.com/tesla-project-titan-replace-bad-solar-panel-parts-2019-8
[1] https://twitter.com/ccodfp/status/1602374327273259008
[1] https://www.amazon.com/dp/B07D29QNMJ?ref_=cm_sw_r_apin_dp_KSTGY6NPNF6MEK8PFYMY
[1] https://www.weforum.org/agenda/2017/08/this-is-the-most-efficient-solar-panel-ever-made/
[1] https://iopscience.iop.org/article/10.1088/1742-6596/1913/1/012053
[1] https://www.bdc.ca/en/articles-tools/entrepreneur-toolkit/templates-business-guides/glossary/corporate-social-responsibility

Top URLs in Tweet in G5:
[1] https://twitter.com/EVPuzzle/status/1604048062162567171
[1] https://www.choice.com.au/home-improvement/energy-saving/solar/review-and-compare/solar-panels

Top URLs in Tweet in G6:
[1] https://www.shorturl.at/adJMR

Top URLs in Tweet in G7:
[1] https://tweetedtimes.com/v/21455
[1] https://tweetedtimes.com/search/%22electric%20car%22/en

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[428] solar
[222] amazon
[218] rt
[217] aliexpress
[216] garden
[182] bushsolarlightsdelivers
[158] solarpanels
[127] solarpanel
[91] solarenergy
[68] energy



Top Hashtags in Tweet in G1:
[219] amazon
[217] aliexpress
[216] garden
[216] rt
[110] solar
[56] solarenergy
[48] solarpanels
[40] solarpanel
[37] photovoltaic
[35] solarpower

Top Hashtags in Tweet in G2:
[4] bushsolarlightsdelivers

Top Hashtags in Tweet in G3:
[2] renewables
[2] solarenergy
[2] slavery
[1] solar
[1] slavelabor
[1] breaking_news

Top Hashtags in Tweet in G4:
[1] karma

Top Hashtags in Tweet in G5:
[1] raisetherate
[1] geeks
[1] goodchat
[1] solarpanel
[1] solar

Top Hashtags in Tweet in G6:
[9] lossanddamage
[9] cop27
[1] actonclimate
[1] climatecrisis
[1] climate
[1] energy
[1] renewables
[1] greennewdeal

Top Hashtags in Tweet in G8:
[178] bushsolarlightsdelivers
[1] exposekaacartels

Top Words
Top Words in Tweet in Entire Graph:
[10470] solar
[6535] panel
[2481] portable
[2479] kit
[2434] charger
[2418] home
[2415] phone
[2367] emergency
[2275] lamp
[2266] multi

Top Words in Tweet in G1:
[2329] solar
[1517] panel
[450] gt
[417] camera
[320] battery
[291] power
[251] outdoor
[238] co
[222] click
[219] #amazon

Top Words in Tweet in G2:
[2188] solar
[1092] panel
[1091] kit
[1091] emergency
[1089] lamp
[1089] indoor
[1089] portable
[1088] 3bulbs
[1088] multi
[1088] home

Top Words in Tweet in G3:
[31] solar
[30] panel
[11] fall
[11] slave
[11] labor
[11] crackdown
[11] china's
[11] uyghur
[11] installations
[9] ccdeditor

Top Words in Tweet in G4:
[143] solar
[118] panel
[85] elonmusk
[36] tomfitton
[33] tesla
[20] energy
[17] whitehouse
[16] mattwallace888
[15] battery
[14] charge

Top Words in Tweet in G5:
[203] solar
[198] panel
[193] bowenchris
[182] invented
[180] know
[179] efficient
[178] australians
[178] world
[178] great
[176] team

Top Words in Tweet in G6:
[323] power
[192] solar
[177] mikehudema
[157] many
[157] electricity
[156] both
[156] tidal
[156] uses
[156] photovoltaic
[156] plant

Top Words in Tweet in G7:
[343] car
[172] solar
[172] electric
[172] panel
[171] 1960
[171] introduced
[171] roof
[171] draws
[171] tansuyegen
[171] sun

Top Words in Tweet in G8:
[2551] solar
[1256] emergency
[1256] kit
[1178] panel
[1171] lamp
[1171] portable
[1171] indoor
[1168] multi
[1168] charger
[1134] 3bulbs

Top Words in Tweet in G9:
[260] charge
[132] solar
[132] panel
[131] mideysmith
[130] using
[130] phone
[130] flashlight
[130] phone's
[130] guy

Top Words in Tweet in G10:
[139] lente
[139] visión
[139] nocturna
[137] amb
[137] proyectos
[137] expo
[137] participó
[137] universitaria
[137] investigación
[137] alimentación

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5930] solar,panel
[2264] portable,indoor
[2264] indoor,lamp
[2259] multi,charger
[2241] solar,emergency
[2238] kit,solar
[2227] emergency,home
[2226] panel,3bulbs
[2226] 3bulbs,portable
[2226] home,kit

Top Word Pairs in Tweet in G1:
[1338] solar,panel
[222] gt,gt
[216] #aliexpress,#rt
[216] #amazon,#aliexpress
[216] #garden,#amazon
[216] click,gt
[216] gt,co
[144] solar,panels
[109] camera,outdoor
[92] solar,camera

Top Word Pairs in Tweet in G2:
[1092] solar,panel
[1089] portable,indoor
[1089] indoor,lamp
[1088] panel,3bulbs
[1088] solar,emergency
[1088] home,kit
[1088] kit,solar
[1088] 3bulbs,portable
[1088] emergency,home
[1087] multi,charger

Top Word Pairs in Tweet in G3:
[27] solar,panel
[11] panel,installations
[11] fall,crackdown
[11] installations,fall
[11] slave,labor
[11] crackdown,china's
[11] china's,uyghur
[11] uyghur,slave
[8] labor,ccdeditor
[6] thedisproof,medbennett

Top Word Pairs in Tweet in G4:
[105] solar,panel
[29] elonmusk,tomfitton
[14] mattwallace888,elonmusk
[9] solar,panels
[8] customers,mean
[8] employees,customers
[8] solarcity,employees
[8] dozens,solarcity
[8] seen,elonmusk
[8] talked,dozens

Top Word Pairs in Tweet in G5:
[197] solar,panel
[179] efficient,solar
[178] panel,great
[178] world,efficient
[178] invented,world
[178] australians,invented
[176] know,australians
[176] great,catch
[176] catch,team
[175] team,sundri

Top Word Pairs in Tweet in G6:
[156] many,solutions
[156] uses,both
[156] electricity,many
[156] solar,tidal
[156] tidal,power
[156] power,plant
[156] plant,uses
[156] both,solar
[156] generate,electricity
[156] power,generate

Top Word Pairs in Tweet in G7:
[172] solar,panel
[172] electric,car
[171] car,introduced
[171] 1960,put
[171] panel,roof
[171] energy,sun
[171] draws,energy
[171] car,draws
[171] roof,car
[171] introduced,electric

Top Word Pairs in Tweet in G8:
[1178] solar,panel
[1171] portable,indoor
[1171] indoor,lamp
[1168] multi,charger
[1149] solar,emergency
[1134] kit,solar
[1134] home,kit
[1134] panel,3bulbs
[1134] emergency,home
[1134] 3bulbs,portable

Top Word Pairs in Tweet in G9:
[132] solar,panel
[130] phone's,flashlight
[130] guy,using
[130] charge,solar
[130] charge,phone
[130] using,phone's
[130] panel,charge
[130] flashlight,charge
[129] mideysmith,guy

Top Word Pairs in Tweet in G10:
[139] lente,visión
[139] visión,nocturna
[137] alimentación,lente
[137] 2022,proyectos
[137] universitaria,2022
[137] proyectos,alimentación
[137] amb,participó
[137] expo,investigación
[137] investigación,universitaria
[137] participó,expo

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@mikehudema
@mattwallace888
@potus
@miket136
@claytravis
@whitehouse
@bowenchris
@nickmangwana
@cakitchener

Top Replied-To in G1:
@seagateopeners

Top Replied-To in G3:
@rstrixxx
@miket136
@henryk_b_
@cllrbholroyd
@themushypea
@climate_takes
@thrunoiz
@johnlatkins
@brknman
@dawitdigital

Top Replied-To in G4:
@elonmusk
@mattwallace888
@whitehouse
@tesla
@ororc
@tomfitton
@mmpadellan
@maxedoutsolar
@farmgirllife123
@rojellio_canamo

Top Replied-To in G5:
@bowenchris
@jeff_laycock
@lyndafrench19
@rob_smithers
@docb__
@43a6f0ce5dac4ea
@butcherbird
@choiceaustralia

Top Replied-To in G6:
@mikehudema
@andrew_ensom
@szantom
@argull62
@vladnita6
@guardsmr

Top Replied-To in G7:
@tansuyegen

Top Replied-To in G8:
@_fels1
@gideon_kitheka
@dr_oburuoginga
@rodgerskipembe
@raphaelmat7

Top Replied-To in G9:
@mideysmith

Top Mentioned
Top Mentioned in Entire Graph:
@dcijuja
@gideon_kitheka
@bowenchris
@tansuyegen
@mikehudema
@mideysmith
@ambfanb
@jessedongo
@lawrencekitema

Top Mentioned in G1:
@lagosgistng
@aplusbrowse
@elmpuckerintl
@dagon57r
@gordonrr550
@construonetwork
@circuit_crush
@socialjusticegm
@doroo_ish

Top Mentioned in G2:
@dcijuja
@lawrencekitema
@gideon_kitheka
@jessedongo
@_fels1
@iamgavin__

Top Mentioned in G3:
@thedisproof
@ccdeditor
@friendsoscience
@nick_advice
@medbennett
@narvuntien
@tan123
@fasti26368280
@damienhamilto17
@energyparks

Top Mentioned in G4:
@elonmusk
@tomfitton
@tesla
@lopezlinette
@whitehouse
@mrfrancis1986
@wholemarsblog
@harrystebbings
@maxedoutsolar
@joeleonzuma

Top Mentioned in G5:
@bowenchris
@sundrivesolar
@lynlinking
@wgarnews
@paisleyprickles
@lyndafrench19
@43a6f0ce5dac4ea
@margmopp
@csiro

Top Mentioned in G6:
@mikehudema
@naturecustom
@canintl
@modacitylife
@harjeet11
@stand_la
@szantom
@khushbs123
@ecologistrufus

Top Mentioned in G7:
@tansuyegen

Top Mentioned in G8:
@gideon_kitheka
@jessedongo
@dcijuja
@_fels1
@dr_oburuoginga
@son_official29
@rodgerskipembe
@captaindominico
@lawrencekitema
@bettythuku2

Top Mentioned in G9:
@mideysmith

Top Mentioned in G10:
@ambfanb
@limilibera

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@robinsnewswire
@kenyapower_care
@chris_1791
@lennaleprena
@pln_123
@cybersecurityn8
@bisniscom
@fatkiddeals
@geoffrey_payne

Top Tweeters in G1:
@robinsnewswire
@flyin18t
@lucas_wyrsch
@gezgintrk
@glynmoody
@soclaimon
@pavelnosok
@edealinfousa
@estream_studios
@iggy

Top Tweeters in G2:
@osoroke
@kilundeezy
@afyacentrecrew
@krepublics2_
@unpologestic1
@iconic_gravity
@liam_tweep
@limitless_xix
@abuyamasta
@mrrightke

Top Tweeters in G3:
@rmack2x
@russjensen5
@boggywood
@friedasmom7
@tan123
@friendsoscience
@noturbine
@veritatem2021
@dawntj90
@cieloyla

Top Tweeters in G4:
@alwaysthinkhow
@stillgray
@starfirst
@fascinatorfun
@debraj112
@clarajeffery
@wholemarsblog
@terrysagirl
@catearthjustice
@jackposobiec

Top Tweeters in G5:
@lennaleprena
@geoffrey_payne
@davidbewart
@pckj3627
@minhkular
@msmwatchdog2013
@wgarnews
@michaelpurvis64
@ladypoop2
@mariecolemanao

Top Tweeters in G6:
@ranilyons
@linda_lindylou
@jchilton666
@saleemulhuq
@waddeyali
@gecko39
@dianeraucher
@cruise_peter
@panamarhradio
@dislerfrank

Top Tweeters in G7:
@lilygabet
@arifwaheed
@valaafshar
@_coolstorycori_
@palebrown
@sos_rio
@boldo2010
@pikqachu
@raj4bjp
@biren_b

Top Tweeters in G8:
@shankiaustine
@gideon_kitheka
@ombesake
@vincentmaloba
@oloojl
@_fels1
@_mr_musau
@simeonominde
@becky_nalepo
@martinralak

Top Tweeters in G9:
@mpendaraha18
@mr_kay_bee
@zeneral_kane
@skinnyboi001_
@allanmatic
@hugo_chiez
@souljaboi55
@416ash
@_forandy_
@darth_mziidious

Top Tweeters in G10:
@iaim_ve
@marianoguera21
@pedroguaparumo
@carl_alberto12
@britany93256751
@isandracandanga
@redi__oriental
@marianoj2m
@baru_amb
@maria43822708


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