Solar (panel OR Photovoltaic), Twitter, 7/10/2022 10:13:04 AM, 279309


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Solar (panel OR Photovoltaic)_2022-07-09_22-27-10.xlsx
Solar (panel OR Photovoltaic)_2022-07-09_22-27-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 10, 2022
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3nPi2Gr
@henryk_b_
@coalfreedave
@bjornlomborg
@renew_economy
@junkscience
@aubrissy
@titaniaapple08
@news24
@potus
@nickhedley

Top hashtags:
#flylights
#deliverydrone
#solar
#solarenergy
#solarpanels

Description:
Description
The graph represents a network of 8,486 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, 10 July 2022 at 05:42 UTC.

The requested start date was Sunday, 10 July 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 5-day, 1-hour, 18-minute period from Saturday, 02 July 2022 at 23:00 UTC to Friday, 08 July 2022 at 00:18 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 : 8486
Unique Edges : 4657
Edges With Duplicates : 9792
Total Edges : 14449
Number of Edge Types : 5
Replies to : 1387
Retweet : 4109
MentionsInRetweet : 4619
Tweet : 1943
Mentions : 2391
Self-Loops : 2017
Reciprocated Vertex Pair Ratio : 0.0084989539748954
Reciprocated Edge Ratio : 0.0168546609620122
Connected Components : 1877
Single-Vertex Connected Components : 857
Maximum Vertices in a Connected Component : 1541
Maximum Edges in a Connected Component : 3679
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 9.124109
Graph Density : 0.00010711948037122
Modularity : 0.563001
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,486 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, 10 July 2022 at 05:42 UTC.

The requested start date was Sunday, 10 July 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 5-day, 1-hour, 18-minute period from Saturday, 02 July 2022 at 23:00 UTC to Friday, 08 July 2022 at 00:18 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:
[258] https://www.epa.gov/hw/solar-panel-recycling
[126] https://gigazine.net/news/20220701-solar-panel-lense/
[33] https://www.ft.com/content/6b17331c-8ea1-49ab-a95a-9d72e84493cf
[31] https://shrsl.com/3e717
[30] https://reneweconomy.com.au/solar-panel-recycling-market-to-be-worth-billions-by-2030-say-researchers/
[30] https://www.poandpo.com/news_business/global-solar-photovoltaic-glass-market-to-reach-357-billion
[30] https://www.poandpo.com/
[20] http://mrctv.org/blog/new-study-reveals-solar-panel-farms-cause-massive-heat-island-effect
[19] https://www.nytimes.com/2019/05/12/climate/electronic-marvels-turn-into-dangerous-trash-in-east-africa.html?referringSource=articleShare
[13] https://mrctv.org/blog/new-study-reveals-solar-panel-farms-cause-massive-heat-island-effect

Top URLs in Tweet in G1:
[80] https://gigazine.net/news/20220701-solar-panel-lense/
[31] https://shrsl.com/3e717
[30] https://www.poandpo.com/news_business/global-solar-photovoltaic-glass-market-to-reach-357-billion
[30] https://www.poandpo.com/
[9] https://www.ft.com/content/6b17331c-8ea1-49ab-a95a-9d72e84493cf
[9] https://reneweconomy.com.au/solar-panel-recycling-market-to-be-worth-billions-by-2030-say-researchers/
[5] https://solarschols.com
[5] https://rescomsolar.com.au/inverters/
[5] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[5] https://couponbg.com/

Top URLs in Tweet in G2:
[2] https://www.flylights.net/fl-104-delivery-drone/

Top URLs in Tweet in G4:
[2] https://thepakistandaily.com/suleman-sharif-sues-imran-ismail-over-fake-solar-panel-claimsbsjs/
[1] https://twitter.com/JanKhan20104863/status/1545020803493908486
[1] https://journals.sagepub.com/doi/full/10.1177/2631787720982618
[1] https://twitter.com/nmemon2004/status/1544004636801130498
[1] https://tribune.com.pk/story/2364251/solar-energy-package-on-the-cards

Top URLs in Tweet in G5:
[1] https://twitter.com/China_Fact/status/1543828298479722496

Top URLs in Tweet in G6:
[253] https://www.epa.gov/hw/solar-panel-recycling
[9] https://raillynews.com/2022/07/german-railways-tests-db-solar-panel-sleepers/
[8] https://twitter.com/pkgupdt/status/1543133154898497537
[1] https://twitter.com/freeman_hong/status/1544538588192288769

Top URLs in Tweet in G7:
[6] https://www.amazon.com/BigBlue-Foldable-Waterproof-SunPower-Cellphones/dp/B01EXWCPLC?&linkCode=ll1&tag=univescien02-20&linkId=148a6c971a7a9d90485fa0de57506e13&language=en_US&ref_=as_li_ss_tl
[2] https://electrek.co/2022/06/30/rockpals-100w-18w-usb-c-solar-panel-more-new-green-deals/
[1] https://techtegia.com/2022/05/tesla-planea-lanzar-su-primer-smartphone-con-conexion-a-los-satelites-de-starlink/
[1] https://twitter.com/elonmusk/status/1544248524023422976
[1] https://litelioneurope.com/
[1] https://grist.org/energy/solar-panels-are-starting-to-die-what-will-we-do-with-the-megatons-of-toxic-trash/
[1] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3D10230326479692911%26id%3D1444406842%26sfnsn%3Dmo&refsrc=deprecated&_rdr
[1] https://www.epa.gov/hw/solar-panel-recycling
[1] https://emfacademy.com/solar-panel-radiation/
[1] https://www.youtube.com/watch?v=r5MrIL0gqLI&feature=youtu.be


Top URLs in Tweet in G8:
[5] https://www.iea.org/reports/solar-pv-global-supply-chains
[1] https://www.iea.org/news/the-world-needs-more-diverse-solar-panel-supply-chains-to-ensure-a-secure-transition-to-net-zero-emissions?utm_content=buffer7f2a5&utm_medium=social&utm_source=twitter-ieabirol&utm_campaign=buffer
[1] http://www.iea.org/reports/solar-pv-global-supply-chains?utm_content=bufferd5f02&utm_medium=social&utm_source=twitter-ieabirol&utm_campaign=buffer
[1] http://www.iea.org/news/the-world-needs-more-diverse-solar-panel-supply-chains-to-ensure-a-secure-transition-to-net-zero-emissions?utm_content=buffer44cf5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.iea.org/reports/solar-pv-global-supply-chains?utm_content=bufferc9e82&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.ft.com/content/6b17331c-8ea1-49ab-a95a-9d72e84493cf
[1] https://twitter.com/wang_seaver/status/1545134646920286208
[1] https://www.alliedmarketresearch.com/request-sample/191
[1] https://www.iea.org/news/the-world-needs-more-diverse-solar-panel-supply-chains-to-ensure-a-secure-transition-to-net-zero-emissions
[1] https://www.saurenergy.com/solar-energy-news/jinko-solar-stakes-claims-as-first-to-8gw-shipment-milestone-in-india

Top URLs in Tweet in G9:
[1] https://www.news24.com/news24/southafrica/news/anc-failed-to-install-2-000-solar-panels-earmarked-for-matzikama-residents-da-reveals-20220706

Top Domains
Top Domains in Tweet in Entire Graph:
[258] epa.gov
[133] gigazine.net
[132] twitter.com
[71] com.au
[60] poandpo.com
[44] ft.com
[41] youtube.com
[40] ebay.com
[36] mrctv.org
[33] bloomberg.com

Top Domains in Tweet in G1:
[84] gigazine.net
[63] twitter.com
[60] poandpo.com
[40] ebay.com
[31] shrsl.com
[20] com.au
[18] co.uk
[15] youtube.com
[15] ft.com
[14] tactics4.com

Top Domains in Tweet in G2:
[2] flylights.net

Top Domains in Tweet in G4:
[2] twitter.com
[2] thepakistandaily.com
[1] sagepub.com
[1] com.pk

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

Top Domains in Tweet in G6:
[253] epa.gov
[9] raillynews.com
[9] twitter.com

Top Domains in Tweet in G7:
[6] amazon.com
[3] youtube.com
[2] electrek.co
[1] techtegia.com
[1] twitter.com
[1] litelioneurope.com
[1] grist.org
[1] facebook.com
[1] epa.gov
[1] emfacademy.com

Top Domains in Tweet in G8:
[10] iea.org
[3] saurenergy.com
[2] twitter.com
[1] ft.com
[1] alliedmarketresearch.com
[1] etn.news
[1] cnet.com
[1] energysage.com

Top Domains in Tweet in G9:
[1] news24.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[604] flylights
[604] deliverydrone
[332] solar
[143] solarenergy
[102] solarpanels
[85] solarpower
[75] photovoltaic
[69] energy
[67] renewableenergy
[44] panel



Top Hashtags in Tweet in G1:
[163] solar
[46] solarpanels
[45] solarenergy
[40] photovoltaic
[33] solarpower
[32] news
[31] business
[29] rvsolar
[29] motorhome
[29] ad

Top Hashtags in Tweet in G2:
[604] flylights
[604] deliverydrone
[2] presale
[2] bnb
[2] btc
[2] bitcoin
[2] bscgems
[1] usdt

Top Hashtags in Tweet in G4:
[9] pakistan
[8] solar
[7] imrankhan
[6] shehbazsharif
[2] امپورٹڈ_حکومت_نامنظور
[1] pakistanunderfascism
[1] mr50percent
[1] regimechangeinpakistan
[1] پلانٹڈ_مہنگائی_نامنظور
[1] نااہل_کرپٹ_غلام_حکومت

Top Hashtags in Tweet in G5:
[10] china
[5] photovoltaic
[5] electricity
[5] solar
[1] innovation
[1] solarpower
[1] tidalpower
[1] renewableenergy
[1] pv
[1] chinese

Top Hashtags in Tweet in G7:
[1] memes
[1] tesla
[1] elonmusk
[1] smartphone
[1] reusenuke
[1] solarpower
[1] energyefficiency
[1] ev
[1] electricvehicles
[1] future

Top Hashtags in Tweet in G8:
[4] netzero
[3] solar
[3] renewableenergy
[2] solarpower
[2] china
[2] solarenergy
[1] gaspworld
[1] tradegovernance
[1] gvcs
[1] climate

Top Words
Top Words in Tweet in Entire Graph:
[6786] solar
[4883] panel
[1916] energy
[1375] power
[838] electricity
[764] photovoltaic
[746] 10
[665] क
[664] china
[619] saving

Top Words in Tweet in G1:
[1714] solar
[1361] panel
[471] energy
[428] technology
[390] क
[357] र
[346] स
[327] ज
[316] india
[303] power

Top Words in Tweet in G2:
[606] energy
[604] #flylights
[604] fl104
[604] #deliverydrone
[604] nature
[604] friendly
[604] fl
[604] 104
[604] upper
[604] section

Top Words in Tweet in G3:
[437] josejusejo
[436] podríamos
[436] hacemos
[436] sol
[435] creo
[435] resolver
[435] crisis
[435] energética
[435] mundial
[435] escalera

Top Words in Tweet in G4:
[255] solar
[224] panel
[77] cmshehbaz
[45] ka
[42] company
[41] ko
[40] pakistan
[34] sharif
[34] ki
[33] hai

Top Words in Tweet in G5:
[531] power
[280] plant
[280] solar
[280] tidal
[277] electricity
[275] first
[275] photovoltaic
[245] uses
[245] both
[245] generate

Top Words in Tweet in G6:
[253] 태양광
[252] shaindtwt
[249] 태양광반대론이
[249] 퍼뜨리는
[249] 것과
[249] 달리
[249] 패널은
[249] 재활용이
[249] 용이한
[249] 물질로

Top Words in Tweet in G7:
[193] solar
[161] panel
[125] elonmusk
[52] tesla
[31] roof
[30] car
[29] worldandscience
[22] more
[21] panels
[20] way

Top Words in Tweet in G8:
[378] solar
[216] iea
[189] panel
[166] china
[153] supply
[150] global
[149] chains
[148] pv
[142] report
[136] fbirol

Top Words in Tweet in G9:
[168] solar
[168] panel
[166] geysers
[165] country
[165] struggles
[165] come
[165] grips
[165] energy
[165] crisis
[165] discovered

Top Words in Tweet in G10:
[142] solar
[142] energy
[142] panel
[141] roofing
[140] xekihlongwane

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3917] solar,panel
[604] #flylights,fl104
[604] fl104,#deliverydrone
[604] #deliverydrone,nature
[604] nature,friendly
[604] friendly,fl
[604] fl,104
[604] 104,upper
[604] upper,section
[604] section,provides

Top Word Pairs in Tweet in G1:
[991] solar,panel
[149] solar,energy
[146] र,ड
[116] sour,urja
[114] ड,ह
[114] ह,ग
[114] स,र
[114] र,ऊर
[114] ऊर,ज
[104] प,नल

Top Word Pairs in Tweet in G2:
[604] #flylights,fl104
[604] fl104,#deliverydrone
[604] #deliverydrone,nature
[604] nature,friendly
[604] friendly,fl
[604] fl,104
[604] 104,upper
[604] upper,section
[604] section,provides
[604] provides,approximately

Top Word Pairs in Tweet in G3:
[435] creo,podríamos
[435] podríamos,resolver
[435] resolver,crisis
[435] crisis,energética
[435] energética,mundial
[435] mundial,hacemos
[435] hacemos,escalera
[435] escalera,alta
[435] alta,llegue
[435] llegue,sol

Top Word Pairs in Tweet in G4:
[204] solar,panel
[28] shell,company
[20] suleman,sharif
[16] panel,ka
[15] solar,panels
[14] solar,energy
[14] corrupt,cmshehbaz
[14] cmshehbaz,convict
[14] convict,run
[14] run,suleman

Top Word Pairs in Tweet in G5:
[280] power,plant
[275] solar,tidal
[275] photovoltaic,power
[245] plant,uses
[245] uses,both
[245] both,solar
[245] tidal,power
[245] power,generate
[240] first,photovoltaic
[240] generate,electricity

Top Word Pairs in Tweet in G6:
[249] 태양광반대론이,퍼뜨리는
[249] 퍼뜨리는,것과
[249] 것과,달리
[249] 달리,태양광
[249] 태양광,패널은
[249] 패널은,재활용이
[249] 재활용이,용이한
[249] 용이한,물질로
[249] 물질로,이루어져
[249] 이루어져,있다

Top Word Pairs in Tweet in G7:
[146] solar,panel
[20] elonmusk,worldandscience
[13] solar,panels
[11] panel,roof
[11] elonmusk,billym2k
[11] panel,electric
[11] electric,car
[11] car,cheap
[11] cheap,reasonable
[11] reasonable,car

Top Word Pairs in Tweet in G8:
[173] solar,panel
[149] supply,chains
[145] solar,pv
[144] pv,global
[143] global,supply
[135] report,solar
[134] iea,special
[134] special,report
[115] chains,china
[115] china,driven

Top Word Pairs in Tweet in G9:
[166] solar,panel
[166] panel,geysers
[165] country,struggles
[165] struggles,come
[165] come,grips
[165] grips,energy
[165] energy,crisis
[165] crisis,discovered
[165] discovered,000
[165] 000,solar

Top Word Pairs in Tweet in G10:
[141] solar,energy
[141] energy,panel
[141] panel,roofing
[140] xekihlongwane,solar

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@cmshehbaz
@hinaparvezbutt
@siasatpk
@govtofpakistan
@potus
@mikehudema
@gretathunberg
@sulemansharif82
@brknman

Top Replied-To in G3:
@josejusejo

Top Replied-To in G4:
@cmshehbaz
@hinaparvezbutt
@siasatpk
@govtofpakistan
@sulemansharif82
@shabazgil
@maryamnsharif
@rehamkhan1
@fawadchaudhry
@sabirmehmood26

Top Replied-To in G5:
@zunairaazhar10
@hinaparvezbutt
@ansaraabbasi

Top Replied-To in G6:
@shaindtwt

Top Replied-To in G7:
@elonmusk
@worldandscience
@heydave7
@laurenfix
@n_schmid
@evafoxu
@wholemarsblog
@ibadkitty
@therealandyhere
@emmanuelmacron

Top Replied-To in G8:
@psimpsonmorgan
@iea
@gaetanog
@nickhedley
@ominodellaluce
@savepickering

Top Replied-To in G9:
@news24

Top Mentioned
Top Mentioned in Entire Graph:
@flylightstech
@josejusejo
@shaindtwt
@cgmeifangzhang
@news24
@iea
@xekihlongwane
@fbirol
@bjornlomborg
@safinakhann

Top Mentioned in G1:
@dagon57r
@storefocus
@hellenhe2016
@liteloadfit
@landlele_
@ofaywatcher1
@solarisptyltd
@visualchaos

Top Mentioned in G2:
@flylightstech

Top Mentioned in G3:
@josejusejo

Top Mentioned in G4:
@cmshehbaz
@maryamnsharif
@sulemansharif82
@pakpmo
@govtofpakistan
@marriyum_a
@official_petdiv
@mowp15
@deelbhai786
@hamzass

Top Mentioned in G5:
@cgmeifangzhang
@caoyi_mfa
@chenmingjian_cn
@scmpnews
@china4tech
@china2asean
@hongtiezhang

Top Mentioned in G6:
@shaindtwt
@vincentkralik
@pkgupdt

Top Mentioned in G7:
@elonmusk
@worldandscience
@tesla
@billym2k
@tesla_adri
@laurenfix
@wholemarsblog
@evafoxu
@heydave7
@mikhaele_ible

Top Mentioned in G8:
@iea
@fbirol
@coalfreedave
@jmglachant
@nickhedley
@stebaraz
@jinkosolarcoltd
@chiccotesta
@paolopichierri
@sanfi25

Top Mentioned in G9:
@news24
@marvincharles_
@nickhedley

Top Mentioned in G10:
@xekihlongwane
@news24

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@rojname_com
@bmurphypointman
@gambiste1
@phildecarolis
@pln_123
@poandpo
@k1a1zzz
@lado_mx
@mhall55nine

Top Tweeters in G1:
@rojname_com
@bmurphypointman
@poandpo
@lado_mx
@adabagcompany
@books2believein
@gezgintrk
@seasonsgala
@junchan0034
@kuma_256bit

Top Tweeters in G2:
@mskwinx
@momdadismylife
@romelm00
@mintanjim
@luckya201
@abdulrohim744
@yasirnazir50
@jamiulhaque17
@rajugu533
@sjjahidulislam

Top Tweeters in G3:
@khf524
@fenixignifugo
@clonkei
@ay_que_si
@estromatolito10
@belisenpai
@evagreybird
@lemisteriorsous
@ferboid1
@cintia__bc

Top Tweeters in G4:
@iffiviews
@ptiofficial
@sabirmehmood26
@5naureen
@siasatpk
@ahfarooqui
@pakista59530698
@baaghitv
@ptvnewsofficial
@goalsecom

Top Tweeters in G5:
@tzdiscovery
@africaupdates
@mumaralid
@aibexint
@holy_sin
@scmpnews
@cacobrasil2
@chavista_alegre
@leftboomer
@kadar_k

Top Tweeters in G6:
@sosgur82
@a_riselovelive
@mazin_043uma
@aldksgody11
@alreadypsycho
@mylifeforyayoi
@heyjinism
@pedro_e_kim
@kimiga_iru
@comumoa_is

Top Tweeters in G7:
@john72352990
@rodpdavison
@wholemarsblog
@anjumdreamer
@mikhaele_ible
@ektaka
@haydensoccer25
@tearsintherain1
@occupymars42069
@teslaownerssv

Top Tweeters in G8:
@natioscourge
@repubblica
@bavyeshpolitics
@ineeshadvs
@torikh
@kat_pep_
@djriveraros
@ketanj0
@lovinglimbo
@christineburns

Top Tweeters in G9:
@alettaha
@weskusgogga
@_darthgayder_
@cheetahplains
@news24
@bantumarine
@african_spring
@sszonke
@lonwabo_mbuqe
@keddah83

Top Tweeters in G10:
@mldibo
@johny_theblessd
@lavitosoul
@nkosi_dlamini_
@mokone_eddie
@lxngelo
@masotobe39
@opizo_
@ngomatshiamo
@thomas_somo