Solar (panel OR Photovoltaic), Twitter, 9/4/2022 9:41:41 AM, 281263


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Solar (panel OR Photovoltaic)_2022-09-03_22-27-10.xlsx
Solar (panel OR Photovoltaic)_2022-09-03_22-27-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 04, 2022
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3QlcuPL
@mikehudema
@faizalhamssin
@potus
@cnbc
@ungeneva
@ieieieieieieie0
@brendachoi19
@shivanktaksali
@joebiden
@nowthisnews

Top hashtags:
#solar
#solarpanels
#solarpanel
#solarenergy
#amazon
#rt
#garden

Description:
Description
The graph represents a network of 8,696 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, 04 September 2022 at 05:35 UTC.

The requested start date was Sunday, 04 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 3-day, 13-hour, 28-minute period from Wednesday, 31 August 2022 at 10:30 UTC to Saturday, 03 September 2022 at 23:58 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 : 8696
Unique Edges : 4312
Edges With Duplicates : 10509
Total Edges : 14821
Number of Edge Types : 5
Retweet : 4757
MentionsInRetweet : 5537
Mentions : 1803
Replies to : 1222
Tweet : 1502
Self-Loops : 1562
Reciprocated Vertex Pair Ratio : 0.00713143981310709
Reciprocated Edge Ratio : 0.014161884995727
Connected Components : 1652
Single-Vertex Connected Components : 813
Maximum Vertices in a Connected Component : 1991
Maximum Edges in a Connected Component : 4161
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 7.338164
Graph Density : 0.00010832976686683
Modularity : 0.567478
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,696 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, 04 September 2022 at 05:35 UTC.

The requested start date was Sunday, 04 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 3-day, 13-hour, 28-minute period from Wednesday, 31 August 2022 at 10:30 UTC to Saturday, 03 September 2022 at 23:58 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:
[76] https://elements.visualcapitalist.com/chinas-dominance-solar-panel-supply-chain/
[59] https://www.cnbc.com/2022/08/30/first-solar-to-build-new-panel-factory-following-inflation-reduction-act.html
[20] https://www.visualcapitalist.com/visualizing-chinas-dominance-in-the-solar-panel-supply-chain/
[20] https://electrek.co/2022/08/26/in-a-us-first-california-will-pilot-solar-panel-canopies-over-canals/
[20] https://t.me/kunciglobaloff
[19] https://shrsl.com/3e717
[17] https://www.iea.org/news/the-world-needs-more-diverse-solar-panel-supply-chains-to-ensure-a-secure-transition-to-net-zero-emissions
[16] https://www.cnbc.com/2022/08/30/first-solar-to-build-new-panel-factory-following-inflation-reduction-act.html?__source=sharebar|twitter&par=sharebar
[11] https://www.wsj.com/articles/first-solar-to-invest-1-2-billion-in-u-s-plants-spurred-by-climate-law-11661852700
[9] https://www.evway.com/product/100w-18v-12v-portable-solar-panel-foldable-solar-battery-charger/

Top URLs in Tweet in G2:
[25] https://elements.visualcapitalist.com/chinas-dominance-solar-panel-supply-chain/
[12] https://www.visualcapitalist.com/visualizing-chinas-dominance-in-the-solar-panel-supply-chain/
[10] https://www.cnbc.com/2022/08/30/first-solar-to-build-new-panel-factory-following-inflation-reduction-act.html
[9] https://www.cnbc.com/2022/08/30/first-solar-to-build-new-panel-factory-following-inflation-reduction-act.html?__source=sharebar|twitter&par=sharebar
[5] https://rssfeeds.cloudsite.builders/2022/09/01/chinas-first-solar-tidal-photovoltaic-power-plant-fully-operational/
[4] https://www.solarpowerworldonline.com/2022/08/convalt-energy-solar-panel-factory-in-new-york-now-scheduled-to-open-in-mid-2023/
[4] https://twitter.com/ValaAfshar/status/1565054238295822341
[4] https://bigjoeauto.com/vehicle-details/used-2021-hyundai-sonata-hybrid-limited226579407-in-colorado-springs-colorado/
[4] https://www.technologycatalogue.com/product_service/panepowersw-solar-glass
[3] https://www.pv-magazine.com/2022/08/30/lab-made-perovskite-solar-panel-loses-25-of-efficiency-over-9-month-period/

Top URLs in Tweet in G5:
[4] https://www.bbc.com/news/business-62524031
[2] https://www.pv-magazine-india.com/2022/08/24/tindo-unveils-410-w-solar-panel-with-20-6-efficiency/
[2] https://www.derbytelegraph.co.uk/news/cost-of-living/solar-panel-sales-soar-families-7520810?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.pv-magazine.com/2022/08/31/yingli-unveils-n-type-topcon-solar-panel-with-22-0-efficiency/
[1] https://www.bbc.co.uk/news/business-62524031
[1] https://interestingengineering.com/innovation/stanford-solar-panel-night
[1] https://twitter.com/DavidLe76335983/status/1565578351581937666
[1] https://solarindustrymag.com/eia-reports-record-number-of-solar-panel-shipments-in-2021-in-the-u-s

Top URLs in Tweet in G6:
[1] https://www.desmoinesregister.com/story/news/2022/08/23/des-moines-city-council-arpa-funds-international-airport-grubb-ymca/7865977001/
[1] https://www.cnbc.com/2022/08/30/first-solar-to-build-new-panel-factory-following-inflation-reduction-act.html

Top URLs in Tweet in G9:
[2] https://twitter.com/sunnyzh22505803/status/935431162671124480?t=p6bdr7DzekSleMq97kxseA&s=19
[1] https://www.nationalgeographic.com/science/article/141111-solar-panel-manufacturing-sustainability-ranking
[1] https://www.designboom.com/technology/solar-panel-covered-bikeway-in-korea-offers-protection-and-power-07-31-2015/
[1] https://electrek.co/2022/08/26/in-a-us-first-california-will-pilot-solar-panel-canopies-over-canals/amp/

Top URLs in Tweet in G10:
[1] https://www.pbs.org/wgbh/nova/article/ships-noises-humpback-whale-song/
[1] https://twitter.com/backtolife_2023/status/1565770468593999872
[1] https://www.eia.gov/state/analysis.php?sid=IA
[1] https://neo.ne.gov/programs/stats/inf/204.htm

Top Domains
Top Domains in Tweet in Entire Graph:
[169] amazon.com
[104] twitter.com
[99] visualcapitalist.com
[99] cnbc.com
[93] aliexpress.com
[42] co.uk
[39] electrek.co
[32] youtube.com
[23] t.me
[22] ebay.com

Top Domains in Tweet in G2:
[162] amazon.com
[93] aliexpress.com
[50] twitter.com
[39] visualcapitalist.com
[27] co.uk
[23] cnbc.com
[20] carefulenergy.com
[17] youtube.com
[9] ebay.com
[8] linkedin.com

Top Domains in Tweet in G5:
[4] bbc.com
[3] co.uk
[2] pv-magazine-india.com
[2] pv-magazine.com
[1] interestingengineering.com
[1] twitter.com
[1] solarindustrymag.com

Top Domains in Tweet in G6:
[1] desmoinesregister.com
[1] cnbc.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] nationalgeographic.com
[1] designboom.com
[1] electrek.co

Top Domains in Tweet in G10:
[1] pbs.org
[1] twitter.com
[1] eia.gov
[1] ne.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[280] solar
[111] solarpanels
[101] solarpanel
[100] solarenergy
[95] amazon
[94] rt
[93] garden
[93] aliexpress
[92] solarpower
[60] energy



Top Hashtags in Tweet in G2:
[95] amazon
[93] garden
[93] aliexpress
[93] rt
[66] solar
[30] solarpanel
[29] solarenergy
[25] solarpanels
[23] solarpower
[18] energy

Top Hashtags in Tweet in G5:
[14] solar
[6] energycrisis
[2] silver
[2] silversqueeze
[1] actonclimate
[1] climate
[1] energy
[1] tech
[1] uk
[1] renewableenergy

Top Hashtags in Tweet in G6:
[1] americanrescueplan
[1] votebluenomatterwho
[1] votebluetosaveamerica
[1] demsdeliver
[1] climatescam
[1] ponzischeme

Top Hashtags in Tweet in G9:
[2] greenenergy

Top Words
Top Words in Tweet in Entire Graph:
[8029] solar
[4069] panel
[1594] sarawak
[1511] power
[1470] energy
[1397] billion
[1317] thinking
[1309] pan
[1307] rural
[1296] children

Top Words in Tweet in G1:
[1264] solar
[1261] thinking
[1261] children
[1261] rural
[1261] sarawak
[1261] benefited
[1261] massively
[1261] billion
[1261] ringgit
[1260] faizalhamssin

Top Words in Tweet in G2:
[1311] solar
[919] panel
[211] gt
[196] camera
[157] battery
[155] power
[122] outdoor
[111] co
[107] energy
[106] security

Top Words in Tweet in G3:
[746] energy
[745] solar
[745] photovoltaic
[745] power
[745] generation
[745] projects
[745] meet
[745] electricity
[745] required
[745] human

Top Words in Tweet in G4:
[328] solar
[326] sarawak
[288] panel
[286] kes
[286] dgn
[286] expose
[286] jadi
[285] beza
[285] utk
[285] anak2

Top Words in Tweet in G5:
[463] solar
[192] energy
[190] mikehudema
[190] panels
[187] china
[187] last
[187] 80
[187] photovoltaic
[186] produced
[186] 60

Top Words in Tweet in G6:
[541] solar
[276] panel
[262] first
[260] joebiden
[256] factory
[255] thanks
[254] manufacturing
[254] leadership
[206] build
[204] thedemocrats

Top Words in Tweet in G7:
[244] homes
[243] last
[243] week
[243] jordan
[243] valley
[243] israel
[243] demolished
[243] 40
[243] palestinians
[243] including

Top Words in Tweet in G8:
[454] take
[229] katsina
[227] finplankaluaja1
[227] n4t
[227] ok
[227] 10
[227] n400m
[227] invest
[227] silica
[227] mining

Top Words in Tweet in G9:
[181] valaafshar
[165] solar
[160] panel
[89] energy
[86] more
[83] 40
[82] 'blooms'
[82] flower
[82] produces
[46] supply

Top Words in Tweet in G10:
[24] solar
[22] panel
[7] grid
[6] wind
[6] fact
[6] martinbrampton
[6] dawntj90
[6] powered
[5] use
[5] brknman

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3417] solar,panel
[1295] solar,pan
[1294] thinking,children
[1294] children,rural
[1294] rural,sarawak
[1294] sarawak,benefited
[1294] benefited,massively
[1294] massively,billion
[1294] billion,ringgit
[1294] ringgit,solar

Top Word Pairs in Tweet in G1:
[1261] thinking,children
[1261] children,rural
[1261] rural,sarawak
[1261] sarawak,benefited
[1261] benefited,massively
[1261] massively,billion
[1261] billion,ringgit
[1261] ringgit,solar
[1260] faizalhamssin,thinking
[1260] solar,pan

Top Word Pairs in Tweet in G2:
[757] solar,panel
[104] gt,gt
[94] gt,co
[93] click,gt
[93] #garden,#amazon
[93] #amazon,#aliexpress
[93] #aliexpress,#rt
[74] solar,panels
[43] panel,battery
[40] first,solar

Top Word Pairs in Tweet in G3:
[745] energy,solar
[745] solar,photovoltaic
[745] photovoltaic,power
[745] power,generation
[745] generation,projects
[745] projects,meet
[745] meet,electricity
[745] electricity,required
[745] required,human
[745] human,production

Top Word Pairs in Tweet in G4:
[288] solar,panel
[285] beza,kes
[285] kes,solar
[285] panel,utk
[285] utk,anak2
[285] anak2,pedalaman
[285] pedalaman,sarawak
[285] sarawak,dgn
[285] dgn,src
[285] src,actual

Top Word Pairs in Tweet in G5:
[187] solar,energy
[187] 80,solar
[187] solar,panels
[186] china,produced
[186] produced,60
[186] 60,global
[186] global,solar
[186] energy,last
[186] last,year
[186] year,80

Top Word Pairs in Tweet in G6:
[275] solar,panel
[261] first,solar
[254] joebiden,leadership
[254] leadership,first
[254] panel,factory
[204] american,manufacturing
[204] manufacturing,growing
[204] growing,thanks
[204] thanks,joebiden
[204] solar,build

Top Word Pairs in Tweet in G7:
[243] last,week
[243] week,jordan
[243] jordan,valley
[243] valley,israel
[243] israel,demolished
[243] demolished,homes
[243] homes,40
[243] 40,palestinians
[243] palestinians,including
[243] including,20

Top Word Pairs in Tweet in G8:
[227] take,n4t
[227] n4t,ok
[227] ok,take
[227] take,10
[227] 10,n400m
[227] n400m,invest
[227] invest,silica
[227] silica,mining
[227] mining,katsina
[227] katsina,aba

Top Word Pairs in Tweet in G9:
[155] solar,panel
[130] valaafshar,solar
[82] panel,'blooms'
[82] 'blooms',flower
[82] flower,produces
[82] produces,40
[82] 40,more
[82] more,energy
[46] panel,supply
[46] supply,chain

Top Word Pairs in Tweet in G10:
[21] solar,panel
[5] panel,powered
[5] powered,solar
[4] panel,factories
[4] fact,solar
[3] pitpony5695,mrmatthewtodd
[3] mrmatthewtodd,timmyvoe
[3] royalacresrod,freddie07068768
[3] wind,turbine
[3] brknman,c0rrect1on

Top Replied-To
Top Replied-To in Entire Graph:
@cmshehbaz
@valaafshar
@pakpmo
@potus
@danielturnerptf
@johnjharwood
@rncresearch
@mikehudema
@elonmusk
@laurenboebert

Top Replied-To in G4:
@aminrahman_z
@manpin

Top Replied-To in G5:
@mikehudema
@eliotjacobson
@ssjessing
@berm_dan
@lisa00007369
@joshmeyerrx
@noneotherthanwe
@15metman
@jelle881
@johnlindquist2

Top Replied-To in G6:
@joebiden
@olafscholz
@67watsonjd
@frankwalterste4
@yawaru

Top Replied-To in G9:
@valaafshar
@tomasmalecek1
@brokstricky
@macmillanach
@miyaouzi_et_al
@livgolfexclusiv
@zin__zell__nyc
@alex_greulich
@rubinnaidu
@tarkusest

Top Replied-To in G10:
@tark4real
@pitpony5695
@blasphemousban1
@brknman
@dawntj90
@enelgreenpower
@pantaloonfan
@barbarajdurkin
@reason
@peterdclack

Top Mentioned
Top Mentioned in Entire Graph:
@faizalhamssin
@maistegreen
@firdausi_fauzi
@joebiden
@btselem
@finplankaluaja1
@thedemocrats
@mikehudema
@valaafshar
@potus

Top Mentioned in G1:
@faizalhamssin

Top Mentioned in G2:
@dagon57r
@laurencebaden
@impeachdummy46
@vastuullisuus
@cclexexpressway
@industrytechin
@srinicaps
@joh09931196
@radiomercury96
@dougbrowndba

Top Mentioned in G3:
@maistegreen

Top Mentioned in G4:
@firdausi_fauzi
@faizalhamssin
@syahwarma
@sheeraghafar
@hayhaghb
@aminrahman_z
@drmaszlee
@umonline

Top Mentioned in G5:
@mikehudema
@nowthisnews
@profstrachan
@earthaccounting
@stanford
@mikesay98
@mzjacobson
@christianonre
@robertscribbler
@howarth_cornell

Top Mentioned in G6:
@joebiden
@thedemocrats
@elgincharles
@investnowusa
@abbij1961
@joncoopertweets
@bubby35
@drama4no

Top Mentioned in G7:
@btselem

Top Mentioned in G8:
@finplankaluaja1

Top Mentioned in G9:
@valaafshar
@jpm1900
@newagekunta_r3
@freedomcitizen1
@yes_that_steve
@mam_geee
@interested075
@digitaldgodave

Top Mentioned in G10:
@martinbrampton
@ccross1776
@nick_advice
@deirdreritchi10
@leopolddilge
@henrikhindby
@tcaddy5
@gueatcn
@freddie07068768
@dawntj90

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@wkwkrnht
@bmurphypointman
@kenyapower_care
@mobiquotes
@3_i_n
@liputan6dotcom
@monicasloves
@bisniscom
@insdatainter

Top Tweeters in G1:
@itshnamir
@oatcake1967
@syahidarzzz
@yeolsbeloved
@tatadinosaur
@syadzmi
@maknaemarch
@amirulhaziqqq
@aliea_natasha
@mabitxch

Top Tweeters in G2:
@bmurphypointman
@mobiquotes
@liputan6dotcom
@bisniscom
@fatkiddeals
@toicitiesnews
@sindonews
@rvp
@123trabajo
@kompasiana

Top Tweeters in G3:
@colleenhall34
@namjadwww
@may88526753
@brrpht61860883
@13nattharat
@mol_wws
@kiseryoutara
@lamaahm96095873
@rana44416898
@witsanuphong3

Top Tweeters in G4:
@luqmannyamiin
@pidutdin
@mizunohopkins
@mesuthzrl
@pkckam
@rowanromano
@urghthiskhairul
@ierasairi
@capikwite
@umonline

Top Tweeters in G5:
@kimpy123
@canisgallicus
@gezgintrk
@nihaustin
@michaelpurvis64
@danskinnerart
@jlgoncalez
@detemple
@proglocommons
@unetomaterouge

Top Tweeters in G6:
@monicasloves
@carolmaewy
@michelejeanson1
@ambiimoore
@rodneyclaeys
@artallks
@persistentpengn
@drdind
@cinghsian
@dian_simplethin

Top Tweeters in G7:
@senseof_outrage
@net2ayurveda
@lalitapetila
@david96212152
@th2shay
@realdavidcarter
@worldincrisis1
@psychwriter1515
@sistercrow
@miyakilee

Top Tweeters in G8:
@jajaphd
@getmebayo
@doderightthing
@newsbeatportal
@oladapoyusuf
@_ejor_
@tripdarlyn
@ebonyboy9ja
@iamprince_n_dy
@dmitriarafa

Top Tweeters in G9:
@valaafshar
@1967anil
@nuridaaa13
@kssirone
@anil7kishan
@sriraaji
@lewing99
@artstrada
@razonater
@angelicfusion

Top Tweeters in G10:
@hl10pm
@timmyvoe
@luisbaram
@johjohjoh12
@dickmackintosh
@evancull
@dawntj90
@veritatem2021
@chimera414
@pitpony5695