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#solar_2018-03-13_05-31-05.xlsx
#solar_2018-03-13_05-31-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 13, 2018
Short Description:
#solar via NodeXL http://bit.ly/2tJRNIf
@rbw_mamamoo
@energycoin
@solarenergynews
@abdiahmed1983
@icd_climate
@stephencgill
@snawheaj
@pvmagazine
@marry_yong
@mozzifactory

Top hashtags:
#solar
#mamamoo
#moonbyul
#wheein
#hwasa
#마마무
#솔라
#renewables
#energy
#wind

Description:
Description
The graph represents a network of 435 Twitter users whose tweets in the requested range contained "#solar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 March 2018 at 12:31 UTC.

The requested start date was Tuesday, 13 March 2018 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 0-hour, 31-minute period from Tuesday, 27 February 2018 at 11:19 UTC to Friday, 02 March 2018 at 11:50 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 : 435
Unique Edges : 405
Edges With Duplicates : 159
Total Edges : 564
Self-Loops : 201
Reciprocated Vertex Pair Ratio : 0.0153374233128834
Reciprocated Edge Ratio : 0.0302114803625378
Connected Components : 142
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 82
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.38636
Graph Density : 0.00175327083002278
Modularity : 0.665218
NodeXL Version : 1.0.1.394

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://www.youtube.com/watch?v=AT15c5uZV3c&feature=youtu.be

[7] https://www.yicaiglobal.com/news/xinte-energy-will-double-solar-grade-polysilicon-output-usd645-million-xinjiang-plant
[6] https://www.washingtonpost.com/news/energy-environment/wp/2015/01/28/the-best-idea-in-a-long-time-covering-parking-lots-with-solar-panels/?utm_term=.d5b953f3fe4c&utm_content=buffer603ca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://reneweconomy.com.au/australias-first-large-scale-solar-storage-plant-connected-to-grid-69396/?utm_content=buffere4f82&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.amazon.com/Prepper-Trilogy-3-Book-Series/dp/B016QAD374/ref=sr_1_9?ie=UTF8&qid=1511371936&sr=8-9&keywords=prepper+trilogy
[4] https://www.energyharvestingjournal.com/research/article.asp?articleid=13827
[4] https://motherboard.vice.com/en_us/article/7x7mnx/us-80-percent-renewable-elon-musk-gigafactory
[4] http://reneweconomy.com.au/tesla-battery-solar-now-significantly-cheaper-grid-power-51011/?utm_source=RE%20Daily%20Newsletter&utm_campaign=4c4056c506-EMAIL_CAMPAIGN_2018_02_20&utm_medium=email&utm_term=0_46a1943223-4c4056c506-40449121
[3] http://www.sebalyosolar.com
[3] https://www.hardocp.com/news/2018/03/01/wind_solar_power_could_meet_80_us_electricity_demand/

Top URLs in Tweet in G1:
[2] https://economictimes.indiatimes.com/industry/energy/bengal-to-award-indias-largest-floating-solar-plant-by-march/articleshow/63031516.cms
[2] http://www.estelasolar.org/news_2018-02-28/
[2] https://bankinnovation.net/2018/02/mastercard-wants-to-innovate-payments-and-energy-with-solar/
[1] https://www.linkedin.com/slink?code=eGd5zGr
[1] http://www.pvsolarnews.com/bboxx-secures-us54-million-debt-finance-from-togo-bank-for-off-grid-solar/
[1] https://spark.adobe.com/page/iGBgXjIQIGG9F/?utm_content=buffera871e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://bit.ly/2BRkNAq
[1] http://wakefieldsjewellers.co.uk/watch-bering-brand
[1] https://www.itsmysun.com/resident-gurgaon-consider-rooftop-solar-pv-plant/?utm_content=buffer21061&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://climatebabes.com/climatebabes/index.php/site/campaign?CID=69

Top URLs in Tweet in G3:
[4] http://reneweconomy.com.au/australias-first-large-scale-solar-storage-plant-connected-to-grid-69396/?utm_content=buffere4f82&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.esolarenergynews.com/2017/01/canadian-solar-energises-two-solar.html
[2] http://www.esolarenergynews.com/2016/08/ikea-to-install-washingtons-largest.html
[2] http://www.esolarenergynews.com/2016/12/first-solar-nextera-energy-resources.html
[2] http://www.esolarenergynews.com/2016/10/utah-red-hills-solar-power-facility.html
[2] http://www.esolarenergynews.com/2017/03/first-solar-to-deliver-485mw-manildra.html
[2] http://www.esolarenergynews.com/2016/12/solarstratos-solar-plane-to-will-soar.html
[1] http://indiaclimatedialogue.net/2018/03/02/tamil-nadu-shines-global-renewables-league-table/
[1] http://www.esolarenergynews.com/2017/09/californias-visalia-unified-school.html
[1] http://dld.bz/fxVKw

Top URLs in Tweet in G4:
[4] https://www.energyharvestingjournal.com/research/article.asp?articleid=13827
[3] http://www.sebalyosolar.com
[2] https://paper.li/SolarUniverse_B/1426014733?edition_id=6eb51100-1d41-11e8-88df-0cc47a0d15fd
[2] https://www.theguardian.com/world/2018/feb/28/after-the-sunrush-what-comes-next-for-solar-power?utm_content=buffer13b12&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.bloomberg.com/news/features/2018-02-26/can-green-energy-beat-lebanon-s-generator-mafias
[1] http://reneweconomy.com.au/australias-first-large-scale-solar-storage-plant-connected-to-grid-69396/?utm_content=buffere4f82&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://paper.li/SolarUniverse_B/1426014733?edition_id=98ff6220-1e0a-11e8-88df-0cc47a0d15fd
[1] http://www.independent.co.uk/news/business/news/renewable-energy-2017-uk-power-1958-green-electricity-electric-a8220671.html
[1] https://sprou.tt/1Pm08DJG4ke
[1] https://www.nytimes.com/2018/02/27/climate/coal-kenya-china-power.html?module=WatchingPortal®ion=c-column-middle-span-region&pgType=Homepage&action=click&mediaId=thumb_square&state=standard&contentPlacement=3&version=internal&contentCollection=www.nytimes.com&contentId=https%3A%2F%2Fwww.nytimes.com%2F2018%2F02%2F27%2Fclimate%2Fcoal-kenya-china-power.html&eventName=Watching-article-click

Top URLs in Tweet in G5:
[10] https://www.youtube.com/watch?v=AT15c5uZV3c&feature=youtu.be

[3] https://www.youtube.com/watch?v=wYSobV5QUm4&feature=youtu.be

[3] https://www.youtube.com/watch?v=iPcy0jD74G8&feature=youtu.be

[2] https://www.youtube.com/watch?v=RMcAjbRZAgM&feature=youtu.be


Top URLs in Tweet in G6:
[6] https://www.washingtonpost.com/news/energy-environment/wp/2015/01/28/the-best-idea-in-a-long-time-covering-parking-lots-with-solar-panels/?utm_term=.d5b953f3fe4c&utm_content=buffer603ca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pbs.org/newshour/amp/show/morocco-turns-the-sahara-desert-into-a-solar-energy-oasis?utm_content=buffere0f86&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://inhabitat.com/australias-solar-energy-capacity-could-almost-double-in-one-year/?utm_content=buffer9b89f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://futurism.com/former-president-jimmy-carter-just-made-a-solar-farm-to-power-half-his-city/?utm_content=buffer0ec25&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.thenewsminute.com/article/pavagada-solar-park-nears-launch-here-are-pictures-massive-power-station-77139

Top URLs in Tweet in G8:
[2] https://teitimes.com/?platform=hootsuite

Top URLs in Tweet in G9:
[7] https://www.yicaiglobal.com/news/xinte-energy-will-double-solar-grade-polysilicon-output-usd645-million-xinjiang-plant

Top URLs in Tweet in G10:
[1] https://goo.gl/dixfii
[1] https://www.theguardian.com/world/2018/feb/28/after-the-sunrush-what-comes-next-for-solar-power

Top Domains
Top Domains in Tweet in Entire Graph:
[22] youtube.com
[16] esolarenergynews.com
[14] com.au
[12] twitter.com
[11] paper.li
[8] co.uk
[7] indiatimes.com
[7] cleantechnica.com
[7] yicaiglobal.com
[7] theguardian.com

Top Domains in Tweet in G1:
[5] indiatimes.com
[4] linkedin.com
[2] greentechmedia.com
[2] estelasolar.org
[2] kwhcoin.com
[2] cnn.com
[2] rebootsolar.com
[2] superyachts.com
[2] bankinnovation.net
[2] dragplus.com

Top Domains in Tweet in G3:
[16] esolarenergynews.com
[4] com.au
[4] ow.ly
[2] pv-magazine.com
[1] indiaclimatedialogue.net
[1] dld.bz
[1] lightingafrica.org

Top Domains in Tweet in G4:
[4] energyharvestingjournal.com
[3] paper.li
[3] sebalyosolar.com
[2] theguardian.com
[2] bloomberg.com
[1] com.au
[1] co.uk
[1] sprou.tt
[1] nytimes.com
[1] twitter.com

Top Domains in Tweet in G5:
[18] youtube.com

Top Domains in Tweet in G6:
[6] washingtonpost.com
[1] pbs.org
[1] inhabitat.com
[1] futurism.com
[1] thenewsminute.com

Top Domains in Tweet in G8:
[2] teitimes.com

Top Domains in Tweet in G9:
[7] yicaiglobal.com

Top Domains in Tweet in G10:
[1] goo.gl
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[494] solar
[124] mamamoo
[72] moonbyul
[65] wheein
[64] hwasa
[52] 마마무
[47] 솔라
[44] renewables
[38] energy
[31] wind



Top Hashtags in Tweet in G1:
[72] solar
[15] energy
[10] pv
[6] renewableenergy
[6] solarpower
[6] renewable
[5] india
[5] cleanenergy
[5] wind
[4] thermal

Top Hashtags in Tweet in G2:
[64] mamamoo
[64] moonbyul
[64] solar
[64] wheein
[63] hwasa
[2] yellowflower
[2] 마마무
[2] 무무
[2] moomoo
[2] 솔라

Top Hashtags in Tweet in G3:
[41] solar
[16] renewables
[5] utah
[5] cleanenergy
[4] australia
[4] storageplant
[3] japan
[2] solarenergy
[2] visalia
[2] solarpower

Top Hashtags in Tweet in G4:
[26] solar
[16] renewables
[7] cleanenergy
[7] wind
[4] energyharvesting
[4] drones
[4] lithium
[4] energystorage
[4] solarenergy
[3] renewableenergy

Top Hashtags in Tweet in G5:
[24] 마마무
[24] 솔라
[24] mamamoo
[24] solar

Top Hashtags in Tweet in G6:
[17] solar
[7] actonclimate
[5] renewables
[4] cdnpoli
[4] stopkm
[3] climate
[3] nokxl
[3] solarpanels
[3] india
[2] bcpoli

Top Hashtags in Tweet in G7:
[5] solar
[5] fuel
[5] energy
[5] climate

Top Hashtags in Tweet in G8:
[2] techradar
[2] highlights
[2] trends
[2] solar
[2] wind
[2] tidal
[2] wave
[2] power

Top Hashtags in Tweet in G9:
[7] solar
[7] polysilicon
[7] xinjiang
[1] energy

Top Hashtags in Tweet in G10:
[4] solar
[2] power
[2] perovskite
[1] perovskites
[1] pv
[1] technology

Top Words
Top Words in Tweet in Entire Graph:
[208] Words in Sentiment List#1: Positive
[57] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8740] Non-categorized Words
[9005] Total Words
[596] solar
[126] mamamoo
[111] energy
[77] 2018
[72] moonbyul

Top Words in Tweet in G1:
[102] solar
[36] energy
[13] pv
[11] renewable
[9] power
[8] more
[8] plant
[7] new
[7] wind
[6] gt

Top Words in Tweet in G2:
[64] mamamoo
[64] moonbyul
[64] solar
[64] wheein
[64] 2018
[64] 03
[64] 07
[64] 6pm
[63] hwasa
[62] comeback

Top Words in Tweet in G3:
[62] solar
[19] read
[19] here
[16] renewables
[12] energy
[11] solarenergynews
[11] first
[11] news
[9] power
[9] pv

Top Words in Tweet in G4:
[31] solar
[16] renewables
[7] cleanenergy
[7] wind
[6] energy
[4] microgrids
[4] know
[4] energyharvesting
[4] drones
[4] lithium

Top Words in Tweet in G5:
[32] 솔라
[24] 마마무
[24] mamamoo
[24] solar
[19] marry_yong
[16] 언니가
[16] 다해
[14] 20180227
[13] 경일대
[11] 경일대ot

Top Words in Tweet in G6:
[18] solar
[9] mikehudema
[8] power
[7] actonclimate
[6] biggest
[6] parking
[6] lot
[6] upgrade
[6] one
[6] agree

Top Words in Tweet in G7:
[5] thomas
[5] edison's
[5] prescient
[5] 1931
[5] quote
[5] solar
[5] vs
[5] fossil
[5] fuel
[5] energy

Top Words in Tweet in G8:
[4] page
[2] teitimes
[2] lloydsregister
[2] reveals
[2] insight
[2] techradar
[2] technology
[2] radar
[2] 2018
[2] highlights

Top Words in Tweet in G9:
[8] energy
[7] xinte
[7] double
[7] solar
[7] grade
[7] polysilicon
[7] output
[7] usd645
[7] million
[7] xinjiang

Top Words in Tweet in G10:
[6] solar
[4] power
[3] article
[3] guardian
[3] oxfordpv
[2] maintain
[2] exponential
[2] growth
[2] generation
[2] new

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[68] 2018,03
[67] 03,07
[67] 07,6pm
[66] moonbyul,solar
[63] mamamoo,comeback
[63] comeback,teaser
[63] wheein,hwasa
[63] hwasa,2018
[61] solar,wheein
[59] rbw_mamamoo,mamamoo

Top Word Pairs in Tweet in G1:
[13] solar,energy
[5] renewable,energy
[4] solar,solar
[4] solar,power
[4] renewable,solar
[4] solar,india
[3] floating,solar
[3] solar,pv
[3] clean,energy
[3] happy,holi

Top Word Pairs in Tweet in G2:
[64] 2018,03
[64] 03,07
[64] 07,6pm
[62] mamamoo,comeback
[62] comeback,teaser
[62] wheein,hwasa
[62] hwasa,2018
[60] moonbyul,solar
[60] solar,wheein
[58] rbw_mamamoo,mamamoo

Top Word Pairs in Tweet in G3:
[19] read,here
[13] renewables,read
[11] solar,news
[8] solar,power
[5] world,s
[5] first,solar
[5] utah,red
[5] red,hills
[5] hills,solar
[5] power,facility

Top Word Pairs in Tweet in G4:
[6] solar,wind
[4] solar,cleanenergy
[4] microgrids,know
[4] know,energyharvesting
[4] energyharvesting,drones
[4] drones,solar
[4] wind,lithium
[4] lithium,energystorage
[4] renewables,solar
[4] power,renewables

Top Word Pairs in Tweet in G5:
[24] 마마무,솔라
[16] 언니가,다해
[13] 솔라,solar
[13] solar,mamamoo
[11] 20180227,경일대ot
[11] mamamoo,solar
[10] marry_yong,20180227
[10] 넘,기여워서
[10] 기여워서,안
[10] 안,올릴

Top Word Pairs in Tweet in G6:
[6] parking,lot
[6] lot,solar
[6] solar,upgrade
[6] upgrade,one
[6] one,agree
[6] agree,actonclimate
[5] mikehudema,parking
[5] actonclimate,cd
[4] stopkm,renewables
[3] nokxl,stopkm

Top Word Pairs in Tweet in G7:
[5] thomas,edison's
[5] edison's,prescient
[5] prescient,1931
[5] 1931,quote
[5] quote,solar
[5] solar,vs
[5] vs,fossil
[5] fossil,fuel
[5] fuel,energy
[5] energy,climate

Top Word Pairs in Tweet in G8:
[2] teitimes,lloydsregister
[2] lloydsregister,reveals
[2] reveals,insight
[2] insight,techradar
[2] techradar,technology
[2] technology,radar
[2] radar,2018
[2] 2018,highlights
[2] highlights,trends
[2] trends,solar

Top Word Pairs in Tweet in G9:
[7] xinte,energy
[7] energy,double
[7] double,solar
[7] solar,grade
[7] grade,polysilicon
[7] polysilicon,output
[7] output,usd645
[7] usd645,million
[7] million,xinjiang
[7] xinjiang,plant

Top Word Pairs in Tweet in G10:
[4] solar,power
[2] maintain,exponential
[2] exponential,growth
[2] growth,solar
[2] power,generation
[2] generation,new
[2] new,approaches
[2] approaches,explored
[2] explored,recent
[2] recent,article

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rbw_mamamoo
@marry_yong
@solarenergynews
@mikehudema
@solar___power
@yicaichina
@belugasolar
@pvmagazine
@michaelemann
@arikring

Top Mentioned in G1:
@meetinnovation
@pv_tech
@solarafricashop
@greenewableheat
@diidesertenergy

Top Mentioned in G2:
@rbw_mamamoo
@mamamoo_sl

Top Mentioned in G3:
@solarenergynews
@pvmagazine
@ausbrian
@scroll_in
@thewire_in
@worldsolarnews
@spiconvention
@canadian_solar
@solarpowerworld
@lightingafrica

Top Mentioned in G4:
@ehjournal
@sebalyo_solar
@bgreen
@solarenergynews
@alexdzia
@solaruniverse_b
@ausbrian
@abdiahmed1983
@ali__ghaouti
@sasjabeslik

Top Mentioned in G5:
@marry_yong

Top Mentioned in G6:
@mikehudema
@justintrudeau
@thenergynet

Top Mentioned in G7:
@michaelemann
@arikring
@allanmargolin
@shicooks

Top Mentioned in G8:
@lloydsregister
@ap
@greenenergy_uk
@algore

Top Mentioned in G9:
@yicaichina

Top Mentioned in G10:
@guardian
@oxfordpv
@sauletech
@guardi
@adamvaughan_uk

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@smartcityfeed
@guardian
@meetinnovation
@business
@shicooks
@ochreblue
@kasbha208
@solarprepper
@tian_a1

Top Tweeters in G1:
@meetinnovation
@tian_a1
@cecalli_helper
@firstnations_ag
@climatebabes
@renewablesearch
@anonoccu1
@jobinindia
@pv_tech
@cheersforspace

Top Tweeters in G2:
@happybhksoo
@minmin0_1_3_0
@rodmaytyr
@skynbsn
@sirapat_
@_montaeyear
@moonlight_1a
@sugafrree
@north_rrrrr
@gnanie____

Top Tweeters in G3:
@scroll_in
@crazybob48
@learnpolsci
@sun09re
@stephencgill
@saleemulhuq
@thewire_in
@worldsolarnews
@jukkapseppl
@solarenergynews

Top Tweeters in G4:
@smartcityfeed
@energycoin
@bd_africa
@bgreen
@lithiumtoday
@agoramedspring
@environment_ke
@waterdesal
@sasjabeslik
@climate

Top Tweeters in G5:
@kasbha208
@rachsofia_
@marry_yong
@amsterdamlights
@derring27
@yong_a_0221
@circle_yong221
@tmddk1564
@googie_s
@imtou_mm

Top Tweeters in G6:
@ochreblue
@bobirving_green
@taponceteveloz
@maishamazingira
@mikehudema
@jdouglaslittle
@justintrudeau
@jimena_1976
@notrappaport
@f_ddle

Top Tweeters in G7:
@shicooks
@1phd
@eztempo
@michaelemann
@allanmargolin
@arikring
@cstjfrederick
@heartful_ryo

Top Tweeters in G8:
@ap
@greenenergy_uk
@algore
@saferenergy
@lloydsregister
@jasonknights_lr
@teitimes

Top Tweeters in G9:
@yicaichina
@baty_heide
@tienochi2
@dorettajatkevi6
@eloisjackson15
@latashiagill16
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