Solar (panel OR Photovoltaic), Twitter, 1/17/2021 6:29:32 AM, 245821


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Solar (panel OR Photovoltaic)_2021-01-16_22-00-00.xlsx
Solar (panel OR Photovoltaic)_2021-01-16_22-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2021
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3oQUMXK
@techamazing
@nasainsight
@newscientist
@nasasolarsystem
@elonmusk
@amazlngscience
@katakana071
@tusharmarghade
@mrrobbiedaly
@sunpower

Top hashtags:
#junomission
#solar
#solarenergy
#energy

Description:
Description
The graph represents a network of 8,330 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, 17 January 2021 at 06:12 UTC.

The requested start date was Sunday, 17 January 2021 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 9-day, 0-hour, 33-minute period from Friday, 08 January 2021 at 00:25 UTC to Sunday, 17 January 2021 at 00:58 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 : 8330
Unique Edges : 4593
Edges With Duplicates : 9888
Total Edges : 14481
Number of Edge Types : 5
Tweet : 1885
Mentions : 1883
Retweet : 4291
MentionsInRetweet : 5303
Replies to : 1119
Self-Loops : 1942
Reciprocated Vertex Pair Ratio : 0.0127954040997519
Reciprocated Edge Ratio : 0.0252675003222895
Connected Components : 1989
Single-Vertex Connected Components : 977
Maximum Vertices in a Connected Component : 2020
Maximum Edges in a Connected Component : 5026
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.435226
Graph Density : 0.000111803636090047
Modularity : 0.560676
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 8,330 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, 17 January 2021 at 06:12 UTC.

The requested start date was Sunday, 17 January 2021 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 9-day, 0-hour, 33-minute period from Friday, 08 January 2021 at 00:25 UTC to Sunday, 17 January 2021 at 00:58 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:
[164] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[153] https://gigazine.net/news/20210115-capsaicin-solar-panel/
[62] https://www.newscientist.com/article/2264683-chemical-that-makes-chilli-peppers-spicy-boosts-solar-panel-cells/
[44] https://www.newscientist.com/article/2264683-chemical-that-makes-chilli-peppers-spicy-boosts-solar-panel-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610671612
[36] https://www.newscientist.com/article/2264683-chemical-that-makes-chilli-peppers-spicy-boosts-solar-panel-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610622998
[34] http://wrld.bg/JatZ50ANzZi?cid=eae_tt_energy_en_ext
[29] https://www.designboom.com/design/cascada-34-igor-jankovic-whale-shaped-superyacht-solar-panel-01-12-2021/
[21] https://www.loomsolar.com/products/loom-solar-panel-50-watt-mono-crystalline?rfsn=5257341.101f795&utm_source=refersion&utm_medium=affiliate&utm_campaign=5257341.101f795
[20] https://electrek.co/2021/01/14/spicy-chili-pepper-chemical-solar-panel-efficiency-poland-offshore-wind/
[20] https://www.houstonchronicle.com/business/energy/article/Texas-to-see-more-solar-panel-installations-in-15861025.php

Top URLs in Tweet in G1:
[164] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[61] https://gigazine.net/news/20210115-capsaicin-solar-panel/
[38] https://www.newscientist.com/article/2264683-chemical-that-makes-chilli-peppers-spicy-boosts-solar-panel-cells/
[9] https://www.instagram.com/accounts/login/
[6] https://www.houstonchronicle.com/business/energy/article/Texas-to-see-more-solar-panel-installations-in-15861025.php
[6] https://www.designboom.com/design/cascada-34-igor-jankovic-whale-shaped-superyacht-solar-panel-01-12-2021/
[4] https://www.pv-magazine.com/2021/01/12/jinkosolar-announces-23-01-efficiency-for-n-type-monocrystalline-panel/
[4] https://www.thebestof.co.uk/local/hastings/business-guide/feature/dms-window-cleaning/emailus/
[3] https://www.pv-tech.org/news/trina-solar-secures-record-4gw-panel-supply-deal-with-nextera-energy
[3] https://www.solarquotes.com.au/blog/sunpower-hillsboro-closure-mb1834/

Top URLs in Tweet in G2:
[2] https://rabbit-note.com/2018/07/22/esp32-operation-using-solar-panel-and-edlc/
[2] https://go.nasa.gov/35krOYA
[1] https://www.nasa.gov/feature/nasa-extends-exploration-for-two-planetary-science-missions
[1] https://www.reuters.com/article/us-solar-recycling/europes-first-solar-panel-recycling-plant-opens-in-france-idUSKBN1JL28Z
[1] https://twitter.com/NASAJPL/status/1347614930556522496

Top URLs in Tweet in G3:
[1] https://twitter.com/OscarAngulo24/status/1348050700081770497

Top URLs in Tweet in G4:
[1] https://www.bostonsolar.us/solar-blog-resource-center/blog/how-do-temperature-and-shade-affect-solar-panel-efficiency/

Top URLs in Tweet in G7:
[43] https://www.newscientist.com/article/2264683-chemical-that-makes-chilli-peppers-spicy-boosts-solar-panel-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610671612
[34] https://www.newscientist.com/article/2264683-chemical-that-makes-chilli-peppers-spicy-boosts-solar-panel-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610622998
[1] https://www.newscientist.com/article/2264683-chemical-that-makes-chilli-peppers-spicy-boosts-solar-panel-cells/?utm_medium=social&utm_campaign=echobox&utm_source=Twitter#Echobox=1610555657
[1] https://twitter.com/sktalati/status/1348659450371051521

Top URLs in Tweet in G8:
[2] https://www.scientificamerican.com/article/carter-white-house-solar-panel-array/
[2] https://twitter.com/DougTenNapel/status/1348114003088826368
[1] https://elxisenergy.com/
[1] https://www.youtube.com/watch?v=AmfXKlnznNs&feature=youtu.be

[1] https://twitter.com/LafargeHolcim/status/1347215054563893251
[1] https://blockstream.com/satellite/

Top URLs in Tweet in G9:
[15] https://www.nationwide-renewables-solar.co.uk/tw/?utm_source=TW&utm_medium=Ads
[12] https://energy.economictimes.indiatimes.com/news/renewable/worlds-largest-floating-solar-project-to-start-in-mp-by-2023-state-govt/80125623
[10] https://5stocksinto.com/5-chinese-stocks-into-solar-cells/
[10] https://5stocksinto.com/5-chinese-stocks-into-photovoltaic-glass/
[6] https://trib.al/VB60AhZ
[5] https://powur.com/sergio.haro/solar
[5] https://www.solarpowerworldonline.com/2021/01/sunbrush-solar-panel-cleaning-devices-enter-u-s-market/
[4] https://www.solardirectory.com.au/component/weblinks/weblink/72-panels/107-canadian-solar?Itemid=619&task=weblink.go
[4] https://bit.ly/Top-7-Solar-Mistakes
[4] https://bit.ly/solar-quotes-online

Top URLs in Tweet in G10:
[1] https://www.cfact.org/2019/09/15/the-solar-panel-toxic-waste-problem/

Top Domains
Top Domains in Tweet in Entire Graph:
[165] newscientist.com
[164] khojinindia.com
[158] gigazine.net
[119] twitter.com
[49] youtube.com
[44] loomsolar.com
[43] houstonchronicle.com
[41] com.au
[39] co.uk
[34] wrld.bg

Top Domains in Tweet in G1:
[164] khojinindia.com
[66] gigazine.net
[65] twitter.com
[48] newscientist.com
[18] co.uk
[17] linkedin.com
[17] solarsetstore.com
[15] houstonchronicle.com
[13] com.au
[13] pv-magazine.com

Top Domains in Tweet in G2:
[3] nasa.gov
[2] rabbit-note.com
[1] reuters.com
[1] twitter.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[1] bostonsolar.us

Top Domains in Tweet in G7:
[78] newscientist.com
[1] twitter.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] scientificamerican.com
[1] elxisenergy.com
[1] youtube.com
[1] blockstream.com

Top Domains in Tweet in G9:
[25] thesolarmove.com
[20] 5stocksinto.com
[16] co.uk
[15] solarpv-expert.com
[12] com.au
[12] google.com
[12] indiatimes.com
[11] solarpowerworldonline.com
[8] bit.ly
[7] solarbuildermag.com

Top Domains in Tweet in G10:
[1] cfact.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[600] junomission
[561] solar
[154] solarenergy
[126] energy
[111] renewableenergy
[102] photovoltaic
[101] solarpower
[100] newyorktimes
[75] solarpanels
[62] pv



Top Hashtags in Tweet in G1:
[98] solar
[35] solarenergy
[24] solarpanel
[22] solarpanels
[18] solarpower
[15] panel
[14] energy
[13] photovoltaic
[11] gosolar
[10] renewableenergy

Top Hashtags in Tweet in G2:
[596] junomission
[1] savetheplanet

Top Hashtags in Tweet in G3:
[4] calderon

Top Hashtags in Tweet in G8:
[4] bitcoin
[3] solar
[2] solarpower
[2] tesla
[1] saveelectricity
[1] power
[1] saveresources
[1] funds
[1] alternativeway
[1] automation

Top Hashtags in Tweet in G9:
[157] solar
[96] solarenergy
[79] renewableenergy
[75] photovoltaic
[67] solarpower
[59] energy
[52] pv
[42] technology
[39] solarpanels
[34] solarpv

Top Words
Top Words in Tweet in Entire Graph:
[7320] solar
[3820] panel
[1112] power
[895] narmada
[894] canal
[837] panels
[818] photovoltaic
[605] mars
[600] nasainsight
[600] #junomission

Top Words in Tweet in G1:
[1243] solar
[901] panel
[167] blog
[164] ultimate
[164] khojinindia
[159] energy
[151] navneetsinghn
[112] power
[97] more
[97] #solar

Top Words in Tweet in G2:
[596] nasainsight
[596] #junomission
[595] mars
[595] jupiter
[426] putting
[426] overtime
[426] lander
[426] orbiter
[426] received
[426] mission

Top Words in Tweet in G3:
[534] incendia
[534] centro
[534] control
[534] metro
[534] líneas
[534] afectadas
[534] policía
[534] bancario
[534] muerto
[534] apuesto

Top Words in Tweet in G4:
[895] narmada
[895] solar
[894] canal
[449] power
[448] amitraaz
[448] panels
[448] river
[447] pv
[447] abv
[447] canals

Top Words in Tweet in G5:
[260] solar
[258] techamazing
[258] floating
[258] rings
[258] illusion
[258] powered
[258] photovoltaic
[258] cell
[258] small
[258] motor

Top Words in Tweet in G6:
[202] floating
[202] rings
[202] illusion
[202] powered
[202] photovoltaic
[202] solar
[202] cell
[202] small
[202] motor
[202] improbable

Top Words in Tweet in G7:
[201] solar
[195] cells
[195] capsaicin
[195] compound
[195] makes
[195] chilli
[195] peppers
[195] spicy
[194] newscientist
[118] treated

Top Words in Tweet in G8:
[136] solar
[118] panel
[94] elonmusk
[48] tesla
[24] energy
[17] power
[15] roof
[13] make
[13] know
[11] sun

Top Words in Tweet in G9:
[432] solar
[210] panel
[158] #solar
[96] #solarenergy
[86] power
[79] #renewableenergy
[75] #photovoltaic
[72] panels
[69] energy
[67] #solarpower

Top Words in Tweet in G10:
[9] solar
[6] bubbasranch
[6] jimdtweet
[6] d_e_mol
[6] thedisproof
[6] thinks_about_it
[6] panel
[6] activity
[5] over400ppm
[4] rustyaway

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3123] solar,panel
[599] nasainsight,mars
[599] #junomission,jupiter
[570] solar,power
[536] incendia,centro
[536] centro,control
[536] control,metro
[536] metro,líneas
[536] líneas,afectadas
[536] afectadas,policía

Top Word Pairs in Tweet in G1:
[725] solar,panel
[164] ultimate,khojinindia
[164] khojinindia,blog
[151] navneetsinghn,ultimate
[57] solar,panels
[57] panel,solar
[56] トウガラシの辛味成分,カプサイシン
[55] カプサイシン,が太陽電池の性能向上に役立つことが判明
[44] chilli,peppers
[44] boosts,solar

Top Word Pairs in Tweet in G2:
[595] nasainsight,mars
[595] #junomission,jupiter
[426] putting,overtime
[426] overtime,nasainsight
[426] mars,lander
[426] lander,#junomission
[426] jupiter,orbiter
[426] orbiter,received
[426] received,mission
[425] nasasolarsystem,putting

Top Word Pairs in Tweet in G3:
[534] incendia,centro
[534] centro,control
[534] control,metro
[534] metro,líneas
[534] líneas,afectadas
[534] afectadas,policía
[534] policía,bancario
[534] bancario,muerto
[534] muerto,apuesto
[529] cabrita20201,incendia

Top Word Pairs in Tweet in G4:
[448] narmada,river
[447] narmada,canal
[447] canal,solar
[447] solar,power
[447] power,pv
[447] pv,panels
[447] panels,abv
[447] abv,canals
[447] canals,narmada
[447] river,mehsana

Top Word Pairs in Tweet in G5:
[258] floating,rings
[258] rings,illusion
[258] illusion,powered
[258] powered,photovoltaic
[258] photovoltaic,solar
[258] solar,cell
[258] cell,small
[258] small,motor
[258] motor,improbable
[258] improbable,way

Top Word Pairs in Tweet in G6:
[202] floating,rings
[202] rings,illusion
[202] illusion,powered
[202] powered,photovoltaic
[202] photovoltaic,solar
[202] solar,cell
[202] cell,small
[202] small,motor
[202] motor,improbable
[202] improbable,way

Top Word Pairs in Tweet in G7:
[195] capsaicin,compound
[195] compound,makes
[195] makes,chilli
[195] chilli,peppers
[195] peppers,spicy
[192] newscientist,solar
[118] solar,cells
[118] cells,treated
[118] treated,capsaicin
[118] spicy,taste

Top Word Pairs in Tweet in G8:
[105] solar,panel
[9] elonmusk,tesla
[8] tesla,solar
[6] solar,panels
[5] send,solar
[5] convert,energy
[5] elonmusk,solar
[5] designed,solar
[5] ask,question
[5] panel,batteries

Top Word Pairs in Tweet in G9:
[149] solar,panel
[51] solar,panels
[37] #solarenergy,#solar
[33] #solar,#solarpower
[32] #energy,#solarenergy
[31] #pv,#energy
[29] solar,power
[24] #innovation,#technology
[24] #solar,#photovoltaic
[23] power,system

Top Word Pairs in Tweet in G10:
[4] narvuntien,soulphood
[4] soulphood,bubbasranch
[4] bubbasranch,jimdtweet
[4] jimdtweet,priscian
[4] priscian,jsharkjill
[4] jsharkjill,d_e_mol
[4] d_e_mol,thedisproof
[4] solar,activity
[3] thedisproof,johnoz1900
[3] johnoz1900,over400ppm

Top Replied-To
Top Replied-To in Entire Graph:
@navneetsinghn
@elonmusk
@hiddencash
@melanieppuchino
@ridwanhr
@beschlossdc
@gotitlikeyawant
@tesla
@arnergy
@alf_poor

Top Replied-To in G1:
@navneetsinghn
@solec_sa

Top Replied-To in G2:
@nasa

Top Replied-To in G3:
@cabrita20201
@joseantoniolo06
@xavierbervill1
@excelsior
@jorgeberry
@rockeraprincesa
@rochaperiodista
@lopezobrador_
@thebigludwig
@dmorenochavez

Top Replied-To in G4:
@amitraaz
@socrates20177

Top Replied-To in G5:
@techamazing
@beatgrrrl

Top Replied-To in G7:
@newscientist
@elonmusk

Top Replied-To in G8:
@elonmusk
@tesla
@joebiden
@sofiaan
@bonsaikudzu
@mike_maloney
@austinteslaclub
@dickychap
@lqdchkn
@eatshitloser12

Top Replied-To in G9:
@trinasolarus
@longi_solar
@thomasc23807042
@nygovcuomo
@jinko_solar

Top Replied-To in G10:
@rustyaway
@stormsignalsa
@climatehope2
@jwickers
@chrisbbacon3

Top Mentioned
Top Mentioned in Entire Graph:
@nasainsight
@cabrita20201
@amitraaz
@nasasolarsystem
@techamazing
@newscientist
@amazlngscience
@fdarkson
@nasajpl
@techinsider

Top Mentioned in G1:
@lee98884346
@dagon57r
@ogundipeseun8
@zombificazione
@rxz3mvri3vnn
@akachi68

Top Mentioned in G2:
@nasainsight
@nasasolarsystem
@nasajpl
@newscientist
@sc_energy_chall
@techamazing
@nasa
@nasagiss
@nishikazu_nkc

Top Mentioned in G3:
@cabrita20201
@claudiashein
@marti05623569
@aletzmtzglez
@cfemx
@mexxxikn0
@jcisaac
@metrocdmx
@griseldag10
@lorenzocordovav

Top Mentioned in G4:
@amitraaz

Top Mentioned in G5:
@techamazing
@thorharris666

Top Mentioned in G6:
@amazlngscience
@techamazing

Top Mentioned in G7:
@newscientist
@dkeithclimate
@adamvaughan_uk

Top Mentioned in G8:
@elonmusk
@tesla
@valaafshar
@whitehouse
@rationaletienne
@sammys_hot
@kamalaharris
@jack
@sunnicolon
@lubilder

Top Mentioned in G9:
@theecopreneurs
@thesolarmove
@sunpower
@5stocksinto
@solarpoweraust
@pv_expert
@solarnw1
@tommatech
@houstonchron
@bellcompanies

Top Mentioned in G10:
@bubbasranch
@jimdtweet
@d_e_mol
@thedisproof
@thinks_about_it
@over400ppm
@narvuntien
@soulphood
@priscian
@jsharkjill

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@jornalistavitor
@sectest9
@kenyapower_care
@threadreaderapp
@adrianat9735
@rk70534
@pln_123
@superalloyzz
@geoffrey_payne

Top Tweeters in G1:
@superalloyzz
@miso_nicomi
@wnmcradio
@mwhalan
@bidsusa
@ssynicall
@tetsumah
@news_0
@tamasaburou1982
@kervcristo

Top Tweeters in G2:
@rk70534
@saragomezaranci
@joekoffee
@xandaolp
@hanabi_biyori87
@tansoku102cm
@murfad
@underyourtree
@cnba_iwt
@m42calhoun

Top Tweeters in G3:
@adrianat9735
@excelsior
@notimxm
@pajaropolitico
@iijongui
@rociogl36
@adiazpi
@jjisaac_vic
@jr2d26212
@lagugosi123

Top Tweeters in G4:
@samir_patil
@akshaychandorka
@rakesh26329280
@gurujeegayabh
@mukeshparmar146
@pobbathi_venku
@gvnair91
@jkp_mbblr
@prakashpandya7
@kumarbambam

Top Tweeters in G5:
@ansisegle
@mimzv
@ma08yukikaze
@oregakitaworld
@btptechsearch
@urghthiskhairul
@loriann2639
@susanadv17
@ecahsulaiman
@shadyspotlight

Top Tweeters in G6:
@karthikrobben
@ak47_twits
@joseph65102920
@kombizz
@60far60pay
@deserthawk09
@prqosjdyofn1ylj
@acechinnaf
@saimfatima1
@athanmaano

Top Tweeters in G7:
@dinaj
@suthernx
@lillylyle
@sydnets
@nomoreslaves
@roxann_minerals
@trudaoceans
@arthurwyatt
@marxculture
@tt85207533

Top Tweeters in G8:
@valaafshar
@protectingterra
@skipbolden
@tinucherian
@davereaboi
@classicmoviehub
@reesusp
@reddogt3
@c_r_h_m
@juanvazquez53

Top Tweeters in G9:
@sectest9
@cybersecurityn8
@blanketcrap
@amazingchevvolt
@mcclain_on_nfl
@ft
@diabeticcyborgg
@houstonchron
@anonomouse1981
@fabriciosx

Top Tweeters in G10:
@dude_america
@billiecotter
@friendsoscience
@erlhel
@ram0667
@asinister
@hms_indomitable
@oscarswild1
@no2wind
@geraldkutney


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