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Solar (panel OR Photovoltaic)_2022-12-24_22-27-10.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 25, 2022
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3GhBcie
@tesla
@elonmusk
@emukumbo
@lenzuthando
@mikehudema
@amazingchevvolt
@lauriefitzherb5
@repchiproy
@johannsantosre1
@saleemulhuq

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

Description:
Description
The graph represents a network of 7,162 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 December 2022 at 06:36 UTC.

The requested start date was Sunday, 25 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, 12-hour, 12-minute period from Tuesday, 20 December 2022 at 12:04 UTC to Sunday, 25 December 2022 at 00:16 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 : 7162
Unique Edges : 3675
Edges With Duplicates : 9355
Total Edges : 13030
Number of Edge Types : 5
Retweet : 4029
MentionsInRetweet : 4372
Tweet : 2372
Replies to : 1098
Mentions : 1159
Self-Loops : 2503
Reciprocated Vertex Pair Ratio : 0.00885860306643952
Reciprocated Edge Ratio : 0.0175616345829112
Connected Components : 1904
Single-Vertex Connected Components : 1225
Maximum Vertices in a Connected Component : 2756
Maximum Edges in a Connected Component : 5389
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.055366
Graph Density : 0.000115467672736772
Modularity : 0.491136
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,162 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 December 2022 at 06:36 UTC.

The requested start date was Sunday, 25 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, 12-hour, 12-minute period from Tuesday, 20 December 2022 at 12:04 UTC to Sunday, 25 December 2022 at 00:16 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:
[65] https://spectrum.ieee.org/thin-film-solar-panels
[28] https://shrsl.com/3e717
[21] https://www.teslarati.com/tesla-energy-over-500k-solar-panel-solar-roof-installations/
[17] https://news.ycombinator.com/item?id=34093356
[13] https://agroalimentando.com/nota/4973
[11] https://www.youtube.com/shorts/24gIyAUkuvU?feature=share

[11] https://www.solarpanelslouisiana.com/
[8] https://notthebee.com/article/far-left-climate-zeitgeist-collides-with-the-states-far-left-economic-strategy-this-happens
[7] https://www.youtube.com/shorts/6flxbumpH3Y

[7] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/

Top URLs in Tweet in G1:
[35] https://spectrum.ieee.org/thin-film-solar-panels
[17] https://news.ycombinator.com/item?id=34093356
[11] https://www.solarpanelslouisiana.com/
[11] https://www.youtube.com/shorts/24gIyAUkuvU?feature=share

[7] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[7] https://www.youtube.com/shorts/6flxbumpH3Y

[5] https://www.teslarati.com/tesla-energy-over-500k-solar-panel-solar-roof-installations/
[4] https://www.birminghammail.co.uk/black-country/woman-only-pays-10-month-25804039
[4] https://twitter.com/Tesla/status/1605590368841388033
[4] https://twitter.com/inyegirl/status/1605901512315736065

Top URLs in Tweet in G2:
[1] https://www.nationalgeographic.com/science/article/141111-solar-panel-manufacturing-sustainability-ranking
[1] https://www.theguardian.com/technology/2021/dec/06/sec-investigating-tesla-solar-panel-fire-risks
[1] http://dangerousmother.com

Top URLs in Tweet in G4:
[3] https://yorkmix.com/91k-electric-cars-1500-solar-panel-fittings-a-day-and-3-8bn-in-cash-the-cost-of-turning-york-net-zero/
[2] https://m.alibaba.com/product/1600552990188/Wrappable-HJT-Solar-Panel-for-solar.html?__sceneInfo=%7B%22cacheTime%22%3A%221800000%22%2C%22type%22%3A%22appDetailShare%22%7D&from=Android
[1] https://www.businessinsider.com/tesla-project-titan-replace-bad-solar-panel-parts-2019-8
[1] https://www.businessinsider.com/tesla-solar-panel-fires-become-nightmare-some-homeowners-2019-10
[1] https://twitter.com/PrinceABA2023/status/1606418144180174848
[1] https://twitter.com/elonmusk/status/1605995925339398145
[1] https://twitter.com/PrinceABA2023/status/1606418527736696833
[1] https://spectrum.ieee.org/thin-film-solar-panels
[1] https://www.youtube.com/watch?v=CIWvk3gJ_7E&feature=youtu.be

[1] https://twitter.com/Vivo_Alejandro/status/1606125681871532032

Top URLs in Tweet in G5:
[1] https://www.saveonenergy.com/solar-energy/do-solar-panels-work-in-winter/
[1] https://twitter.com/ABUDHABI_FUND/status/1605578652531294208
[1] https://southwestpolicy.com/report-a-bright-shining-disappointment/
[1] https://www.arabianbusiness.com/industries/energy/adfd-masdar-set-up-5-mw-solar-pv-plant-in-seychelles
[1] https://tweetedtimes.com/v/18009

Top URLs in Tweet in G8:
[1] https://www.wionews.com/sports/ms-dhoni-launches-droni-made-in-india-consumer-camera-drone-manufactured-by-garuda-aerospace-523928

Top URLs in Tweet in G9:
[15] https://www.teslarati.com/tesla-energy-over-500k-solar-panel-solar-roof-installations/
[6] https://www.forbes.com/sites/energyinnovation/2018/12/03/plunging-prices-mean-building-new-renewable-energy-is-cheaper-than-running-existing-coal/#e87796231f31
[3] https://illuminem.com/illuminemvoices/011290d4-686c-4d4b-a0cd-e7cc7c56dec3
[2] https://www.independent.co.uk/tech/solar-panel-world-record-window-b2211057.html
[2] https://www.pv-magazine.com/2022/12/15/solar-module-prices-a-penny-saved-is-a-panel-spurned/
[1] https://www.pv-magazine.com/2022/12/19/water-cleaning-robot-powered-by-solar-aims-to-clean-latin-america-waterways/
[1] https://hbr.org/2021/06/the-dark-side-of-solar-power
[1] https://www.technologyreview.com/2021/08/19/1032215/solar-panels-recycling/
[1] https://cen.acs.org/environment/recycling/Solar-panels-face-recycling-challenge-photovoltaic-waste/100/i18
[1] https://www.webmd.com/a-to-z-guides/news/20220308/half-us-adults-exposed-harmful-lead-levels-as-children

Top Domains
Top Domains in Tweet in Entire Graph:
[761] amazon.com
[200] aliexpress.com
[103] twitter.com
[67] ieee.org
[57] youtube.com
[53] co.uk
[38] ebay.com
[30] com.au
[29] onlineev.com
[28] shrsl.com

Top Domains in Tweet in G1:
[736] amazon.com
[200] aliexpress.com
[60] twitter.com
[40] youtube.com
[37] co.uk
[36] ebay.com
[36] ieee.org
[20] com.au
[18] ycombinator.com
[13] cnet.com

Top Domains in Tweet in G2:
[1] nationalgeographic.com
[1] theguardian.com
[1] dangerousmother.com

Top Domains in Tweet in G4:
[6] twitter.com
[3] yorkmix.com
[2] businessinsider.com
[2] alibaba.com
[2] reuters.com
[1] ieee.org
[1] youtube.com
[1] solvoltaics.com
[1] wired.com
[1] nationalpost.com

Top Domains in Tweet in G5:
[1] saveonenergy.com
[1] twitter.com
[1] southwestpolicy.com
[1] arabianbusiness.com
[1] tweetedtimes.com

Top Domains in Tweet in G8:
[1] wionews.com

Top Domains in Tweet in G9:
[15] teslarati.com
[6] forbes.com
[3] pv-magazine.com
[3] illuminem.com
[2] co.uk
[1] hbr.org
[1] technologyreview.com
[1] acs.org
[1] webmd.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[485] solar
[205] amazon
[197] aliexpress
[196] rt
[194] garden
[150] ai
[128] bushsolarlightsdelivers
[104] solarpanels
[85] preprint
[85] computationaldesign



Top Hashtags in Tweet in G1:
[198] amazon
[197] aliexpress
[196] rt
[194] garden
[167] solar
[82] solarpanels
[64] solarpanel
[44] solarenergy
[42] energy
[37] solarpower

Top Hashtags in Tweet in G4:
[54] silver
[2] justsaying
[1] solar
[1] silversqueeze
[1] powerwall
[1] elonmusk
[1] technology
[1] govegan

Top Hashtags in Tweet in G5:
[222] solar
[4] uae
[3] actonclimate
[3] climate
[3] energy
[3] seychelles
[3] cleanenergy
[2] renewables
[2] greennewdeal
[1] sustainability

Top Hashtags in Tweet in G7:
[150] ai
[1] huawei
[1] solar
[1] makeitpossible
[1] pv

Top Hashtags in Tweet in G8:
[18] drone
[14] garudaaerospace
[3] buildsolarnow
[2] solar
[1] garudadrones
[1] suryadrone
[1] solarpanel

Top Hashtags in Tweet in G9:
[1] iss
[1] solar

Top Words
Top Words in Tweet in Entire Graph:
[9645] solar
[6214] panel
[1364] energy
[1062] roof
[1040] portable
[1039] tesla
[1002] home
[969] kit
[939] clean
[929] installations

Top Words in Tweet in G1:
[2763] solar
[1759] panel
[433] gt
[396] camera
[392] battery
[337] power
[280] outdoor
[226] co
[211] charger
[199] click

Top Words in Tweet in G2:
[1789] solar
[918] tesla
[909] panel
[882] roof
[881] energy
[880] ve
[880] clean
[879] equal
[879] 500k
[879] installations

Top Words in Tweet in G3:
[394] min
[391] invest
[391] r10
[390] r10k
[390] exchange
[390] etf
[390] traded
[390] investments
[390] buy
[390] available

Top Words in Tweet in G4:
[289] elonmusk
[240] solar
[192] panel
[57] down
[56] silver
[55] tesla
[55] comex
[55] million
[54] ounces
[54] registered

Top Words in Tweet in G5:
[263] solar
[246] mikehudema
[239] panel
[232] panels
[222] covered
[222] denmark
[222] #solar
[222] longest
[222] school
[222] facade

Top Words in Tweet in G6:
[193] solar
[192] panel
[191] repchiproy
[189] projects
[189] many
[188] list
[188] few
[188] pet
[2] things
[2] aside

Top Words in Tweet in G7:
[157] solar
[150] shaped
[150] mongolia
[150] desert
[150] farm
[150] transform
[150] inner
[150] installed
[150] oasis
[150] #ai

Top Words in Tweet in G8:
[133] solar
[105] garuda_india
[100] panel
[91] drone
[77] friendly
[76] approach
[76] pollutants
[76] less
[76] requires
[76] fewer

Top Words in Tweet in G9:
[70] solar
[30] panel
[19] wind
[17] energy
[17] over
[16] roof
[15] tesla
[15] completes
[15] 500k
[15] installations

Top Words in Tweet in G10:
[118] friggin
[118] record
[118] winters
[118] 70s
[118] solar
[118] cold
[118] getting
[118] panel
[118] finally
[118] know

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5447] solar,panel
[1262] panel,solar
[916] 500k,solar
[915] solar,roof
[914] roof,installations
[909] clean,energy
[887] gw,clean
[887] installations,equal
[887] equal,gw
[886] completed,500k

Top Word Pairs in Tweet in G1:
[1483] solar,panel
[214] gt,gt
[196] gt,co
[196] #amazon,#aliexpress
[196] click,gt
[196] #aliexpress,#rt
[194] #garden,#amazon
[108] solar,panels
[99] camera,outdoor
[92] panel,solar

Top Word Pairs in Tweet in G2:
[899] solar,panel
[880] clean,energy
[879] installations,equal
[879] solar,roof
[879] 500k,solar
[879] panel,solar
[879] ve,completed
[879] roof,installations
[879] equal,gw
[879] completed,500k

Top Word Pairs in Tweet in G3:
[391] min,r10
[390] etf,min
[390] investments,options
[390] traded,fund
[390] r10,invest
[390] fund,etf
[390] invest,retail
[390] options,available
[390] exchange,traded
[390] available,r10k

Top Word Pairs in Tweet in G4:
[170] solar,panel
[54] million,registered
[54] silver,remaining
[54] 652k,ounces
[54] #silver,inventory
[54] inventory,down
[54] 875,million
[54] ounces,today
[54] comex,#silver
[54] elonmusk,875

Top Word Pairs in Tweet in G5:
[238] solar,panel
[222] panel,facade
[222] longest,solar
[221] covered,#solar
[221] world,think
[221] school,denmark
[221] #solar,panels
[221] facade,world
[221] panels,longest
[221] denmark,covered

Top Word Pairs in Tweet in G6:
[192] solar,panel
[189] many,solar
[188] projects,list
[188] panel,pet
[188] pet,projects
[188] list,few
[187] repchiproy,many
[2] reference,disdain
[2] things,reference
[2] quick,math

Top Word Pairs in Tweet in G7:
[150] mongolia,installed
[150] desert,oasis
[150] solar,farm
[150] #ai,digital
[150] digital,tech
[150] oasis,#ai
[150] transform,desert
[150] steed,shaped
[150] inner,mongolia
[150] tech,steed

Top Word Pairs in Tweet in G8:
[100] solar,panel
[76] requires,less
[76] approach,environmentally
[76] friendly,solar
[76] pollutants,drone
[76] emits,fewer
[76] drone,requires
[76] environmentally,friendly
[76] panel,emits
[76] fewer,pollutants

Top Word Pairs in Tweet in G9:
[28] solar,panel
[15] roof,installations
[15] tesla,energy
[15] energy,completes
[15] 500k,solar
[15] panel,solar
[15] over,500k
[15] completes,over
[15] solar,roof
[14] installations,residentsponge

Top Word Pairs in Tweet in G10:
[118] record,snow
[118] snow,cold
[118] friggin,solar
[118] know,friggin
[118] finally,getting
[118] panel,gonna
[118] solar,panel
[118] cold,finally
[118] 70s,know
[118] getting,winters

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@exceedlbx
@cmshehbaz
@tesla
@nasainsight
@mikehudema
@potus
@betovaldez
@latestinspace
@inyegirl

Top Replied-To in G1:
@nanoputty

Top Replied-To in G2:
@tesla
@teslasolar
@squiddog665
@eliecervelasco
@zawy3
@imjasondunn
@estherkokkelman
@dickidig
@xxlcountryguy83
@tesla_addicted

Top Replied-To in G3:
@lati30
@thechosenone95_

Top Replied-To in G4:
@elonmusk
@tesla
@forevaeva79
@smattos27
@teslaaibot
@teslaownerssv
@kwazikwazi10
@citrixguru
@rachelbitecofer
@joebrunowsoc9

Top Replied-To in G5:
@mikehudema
@danguillaume12
@stealthxbomber
@chrisro68123882
@egghead26570992
@suebarnish

Top Replied-To in G6:
@repchiproy

Top Replied-To in G7:
@tansuyegen

Top Replied-To in G8:
@globalsolarday
@msdhoni
@sdg2030
@eriksolheim

Top Replied-To in G9:
@kimalpedersen
@stepien_przemek
@mbuenijo
@oknowuk
@usetechforgood
@chrisdudley85
@mike_chen2
@noncist
@leszek_karlik
@cookingdude1

Top Mentioned
Top Mentioned in Entire Graph:
@tesla
@gideon_kitheka
@emukumbo
@mikehudema
@repchiproy
@elonmusk
@huawei
@michizzlem
@garuda_india
@adrianbunzel

Top Mentioned in G1:
@ubcnewsworld
@cakeand2coffee
@sayabeans_0011
@politlcsuk
@lovett_greg
@slrpwrlifestyle
@punto_norte

Top Mentioned in G2:
@tesla
@dagon57r
@elonmusk
@lakeys_dad
@driveteslaca
@elguerocanelo96
@outpostspace
@pepsi
@jormatakala
@siddhantk12

Top Mentioned in G3:
@emukumbo
@nkule__
@thechosenone95_
@tesla

Top Mentioned in G4:
@elonmusk
@j16425646
@lopezlinette
@tesla
@tonymmorley
@teslaownerssv
@gerberkawasaki
@edkrassen
@campersspace
@senatorsinema

Top Mentioned in G5:
@mikehudema
@jdm273
@masdar
@arabianbusiness
@comp_fixbiz
@jacklombardi
@karen28478701
@charlesgoodmach
@coyspeter

Top Mentioned in G6:
@repchiproy
@eselsenorcamp
@tesla

Top Mentioned in G7:
@huawei
@tansuyegen

Top Mentioned in G8:
@garuda_india
@eriksolheim
@agnishwarj
@msdhoni
@seia
@elonmusk
@globalsolarday
@zlj517
@chinamission2un
@chinaambun

Top Mentioned in G9:
@residentsponge
@teslarati
@lleopard11
@profstrachan
@dorfman_p
@kersevanroberto
@arikring
@geraldkutney
@italianexplore2
@bkaydw

Top Mentioned in G10:
@michizzlem

Top Tweeters
Top Tweeters in Entire Graph:
@souljahsingh
@jurylady5
@gambiste1
@kenyapower_care
@marciojmsilva
@rodolfoxoliz
@leratomannya
@billm9
@sddphoto
@indiatoday

Top Tweeters in G1:
@humbertozamorar
@cnnphilippines
@shehzadyounis
@m157q_news_rss
@litepocketdeals
@helpowl
@hntweets
@birmingham_live
@sharon_smith_1
@kanadianbest

Top Tweeters in G2:
@marciojmsilva
@jhor73
@vinodshadija
@salomnm
@marting8177
@76ercule
@boersende
@wtpatty
@smcenturff
@diddybop1

Top Tweeters in G3:
@leratomannya
@bennittolindani
@thechosenone95_
@rayray_refentse
@astarywidowly
@theenosh
@khwezi511
@lenzuthando
@ntoshtoyin
@liimpho

Top Tweeters in G4:
@brettaapplebaum
@textifyer59
@darmagirl24
@fireytopaz
@bracing
@judetomyfriends
@user239956
@llunarossa
@bigorangemack
@4e93c4b107fea2

Top Tweeters in G5:
@billm9
@finkley1
@kevthecheff
@pamgriffa
@bugjudy
@truthtotweet
@tawanda46
@deborahskyrim
@moorehead_agnes
@sebwrites

Top Tweeters in G6:
@souljahsingh
@dclarediane
@bartek93794875
@joec1776
@tamzilla_52
@debrabuenik
@latamfr
@jazzymsc
@seldengadawgs
@cptcookswife

Top Tweeters in G7:
@waleed_rf
@akbaryoso
@simonmsenga
@anwarfadzil
@sea_witch01
@jaanhashimsunny
@yanghuikang1
@rjhm99
@kisana1111
@eiir_52

Top Tweeters in G8:
@wionews
@axvastaine7
@jl_998
@vibhavsingh7140
@komala_hayes
@raffiatim
@fcrpsupergiants
@sdg2030
@pi_lizzie
@kafadhonbe

Top Tweeters in G9:
@jurylady5
@sddphoto
@chuddles11
@suekhi
@npsusa
@njdoc
@suestroud
@gezgintrk
@mlczone
@grondavia

Top Tweeters in G10:
@jaynemachacek
@joe_in_indiana
@cdekeane
@palucier
@garougothic
@redhotandrollin
@johntho14581919
@dawnmarie1204
@lstmohecn
@alamopong


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