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Solar (panel OR Photovoltaic)_2022-07-02_22-27-10.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2022
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3umTKY2
@mirmakofficial
@techinsider
@kokoalak9
@mominabasit1
@scifryer2
@joe_possibly
@elonmusk
@youtube
@otleyshev68
@solarpoweraust

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

Description:
Description
The graph represents a network of 8,796 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, 03 July 2022 at 05:41 UTC.

The requested start date was Sunday, 03 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, 11-hour, 35-minute period from Monday, 27 June 2022 at 12:22 UTC to Saturday, 02 July 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 : 8796
Unique Edges : 4401
Edges With Duplicates : 9478
Total Edges : 13879
Number of Edge Types : 5
Retweet : 4299
MentionsInRetweet : 4671
Replies to : 1170
Tweet : 1929
Mentions : 1810
Self-Loops : 2006
Reciprocated Vertex Pair Ratio : 0.00888765449243161
Reciprocated Edge Ratio : 0.017618719889883
Connected Components : 2228
Single-Vertex Connected Components : 1103
Maximum Vertices in a Connected Component : 1612
Maximum Edges in a Connected Component : 3246
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 3.09602
Graph Density : 9.39105867802332E-05
Modularity : 0.557894
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,796 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, 03 July 2022 at 05:41 UTC.

The requested start date was Sunday, 03 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, 11-hour, 35-minute period from Monday, 27 June 2022 at 12:22 UTC to Saturday, 02 July 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:
[408] https://gigazine.net/news/20220701-solar-panel-lense/
[125] https://www.epa.gov/hw/solar-panel-recycling
[34] https://techcrunch.com/2022/06/30/stanford-designed-pyramid-lens-boosts-solar-panel-efficiency/
[30] https://shrsl.com/3e717
[17] https://trib.al/4c3uNbh
[15] https://t.me/kunciglobalofficial
[12] https://pv-magazine-usa.com/2022/06/29/delaware-launches-free-solar-panel-program-for-low-income-households/
[12] https://techcrunch.com/2022/06/30/stanford-designed-pyramid-lens-boosts-solar-panel-efficiency/?utm_source=dlvr.it&utm_medium=twitter
[11] https://play.google.com/store/apps/details
[10] https://www.wsj.com/articles/the-rich-worlds-climate-hypocrisy-energy-fossil-fuel-wind-solar-panel-india-poverty-power-battery-storage-11655654331

Top URLs in Tweet in G1:
[1] https://twitter.com/arslankhalid_m/status/1542342870270607361

Top URLs in Tweet in G2:
[205] https://gigazine.net/news/20220701-solar-panel-lense/
[21] https://techcrunch.com/2022/06/30/stanford-designed-pyramid-lens-boosts-solar-panel-efficiency/
[10] https://techcrunch.com/2022/06/30/stanford-designed-pyramid-lens-boosts-solar-panel-efficiency/?utm_source=dlvr.it&utm_medium=twitter
[6] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[5] https://gigazine.net/news/20210713-sahara-solar-panel/
[5] https://tech.eu/2022/06/23/german-solar-energy-startup-enviria-collects-eur225-million-in-series-a-rays/?utm_content=buffere645a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://tech.eu/2022/06/23/german-solar-energy-startup-enviria-collects-eur225-million-in-series-a-rays
[5] https://www.uomoelegante.it/
[5] https://www.uomoelegante.it/solar-panel-waste-is-not-the-worst-thing-thats-ever-happened/
[5] https://api.whatsapp.com/send/?phone=8613388602746&text&type=phone_number&app_absent=0

Top URLs in Tweet in G3:
[2] https://www.flylights.net/fl-104-delivery-drone/

Top URLs in Tweet in G5:
[1] https://royalsocietypublishing.org/doi/full/10.1098/rsos.211558?cookieSet=1
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=b8740630-e6c0-11ec-8a13-4d55564d7361&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wNi0wNy9zb2xhci1wYW5lbC1tYWtlcnMtc2Nvcm4tcGl0dGFuY2Utb2YtYWlkLWluLWJpZGVuLXJlbGllZi1wbGFu

Top URLs in Tweet in G6:
[143] https://gigazine.net/news/20220701-solar-panel-lense/

Top URLs in Tweet in G7:
[125] https://www.epa.gov/hw/solar-panel-recycling
[3] https://twitter.com/pkgupdt/status/1543133154898497537

Top URLs in Tweet in G9:
[3] https://www.youtube.com/watch?v=DhMpNFnEoao&feature=youtu.be

[1] https://memes.getyarn.io/yarn-clip/b501436a-eca4-4732-a149-fdca7d7b15f3
[1] https://techtegia.com/2022/05/tesla-planea-lanzar-su-primer-smartphone-con-conexion-a-los-satelites-de-starlink/

Top URLs in Tweet in G10:
[11] https://play.google.com/store/apps/details
[8] https://advocator.getthereferral.com/referencereflink?key=QW5kcm9pZHxlbWFpbHw0MDE4OTQ=
[5] https://sangleamerica.com/
[4] https://www.linkedin.com/.../materials-depot-equipment
[4] https://www.ecogeneration.com.au/rec-group-launches-powerful-g12-solar-panel/?utm_source=SPS&utm_medium=Twitter-Panel-Reviews-rss
[4] https://www.solardirectory.com.au/news/2595-rec-g12-solar-panel?utm_source=SPS&utm_medium=Twitter-Panel-Reviews-rss
[3] https://www.solarquotes.com.au/panels/topsun-review.html?utm_source=SPS&utm_medium=Twitter-Solar-Directory-rss
[3] https://sopower.energy/
[3] https://pv-magazine-usa.com/2022/06/29/delaware-launches-free-solar-panel-program-for-low-income-households/
[2] https://www.tiktok.com/@md4gear

Top Domains
Top Domains in Tweet in Entire Graph:
[422] gigazine.net
[127] epa.gov
[127] twitter.com
[46] techcrunch.com
[45] com.au
[40] youtube.com
[33] ebay.com
[31] latestsolarnews.com
[30] shrsl.com
[29] co.uk

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[213] gigazine.net
[59] twitter.com
[33] ebay.com
[31] techcrunch.com
[28] tactics4.com
[18] amazon.com
[12] natecosystem.com
[12] ne.jp
[11] youtube.com
[11] co.uk

Top Domains in Tweet in G3:
[2] flylights.net

Top Domains in Tweet in G5:
[1] royalsocietypublishing.org
[1] bloomberg.com

Top Domains in Tweet in G6:
[143] gigazine.net

Top Domains in Tweet in G7:
[125] epa.gov
[3] twitter.com

Top Domains in Tweet in G9:
[3] youtube.com
[1] getyarn.io
[1] techtegia.com

Top Domains in Tweet in G10:
[32] com.au
[14] youtube.com
[14] diysolarsetup.com
[11] google.com
[8] getthereferral.com
[6] pv-magazine-usa.com
[5] sangleamerica.com
[4] materials-depot.com
[4] linkedin.com
[3] alternatehomeenergy.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[295] solar
[251] flylights
[251] deliverydrone
[136] solarenergy
[93] solarpanels
[92] solarpower
[77] photovoltaic
[64] renewableenergy
[63] energy
[51] solarpanel



Top Hashtags in Tweet in G1:
[1] سازشیوں_کی_کارکردگی
[1] امپورٹڈ_حکومت_نامنظور

Top Hashtags in Tweet in G2:
[101] solar
[37] solarpanels
[35] solarenergy
[34] photovoltaic
[31] solarpanel
[30] solarpower
[28] energy
[26] ad
[21] rvsolar
[21] motorhome

Top Hashtags in Tweet in G3:
[251] flylights
[251] deliverydrone
[2] presale
[2] bnb
[2] btc
[2] bitcoin
[2] bscgems
[1] usdt

Top Hashtags in Tweet in G4:
[1] rt

Top Hashtags in Tweet in G7:
[1] 미국

Top Hashtags in Tweet in G9:
[1] teslasolar
[1] sustainable
[1] renewableenergy
[1] esg
[1] gasprices
[1] affordability
[1] transportation
[1] cars
[1] innovation
[1] smartphone

Top Hashtags in Tweet in G10:
[59] solarenergy
[56] solar
[46] solarpower
[44] solarpanels
[34] renewableenergy
[27] greenenergy
[22] cleanenergy
[21] energy
[18] photovoltaic
[16] renewables

Top Words
Top Words in Tweet in Entire Graph:
[6861] solar
[4131] panel
[1731] electricity
[1513] price
[1510] largest
[1490] shahbaz
[1477] unit
[1476] 90
[1475] increased
[1474] importer

Top Words in Tweet in G1:
[1322] solar
[1320] electricity
[1319] suleman
[1319] shahbaz
[1317] price
[1317] increased
[1317] rs
[1317] 90
[1317] paisa
[1317] unit

Top Words in Tweet in G2:
[1390] solar
[1026] panel
[176] power
[149] 太陽の角度に関係なくソーラーパネルでの発電量を爆増させるデバイスが開発される
[119] panels
[119] energy
[111] battery
[106] gigazine
[101] #solar
[94] technology

Top Words in Tweet in G3:
[253] energy
[251] #flylights
[251] fl104
[251] #deliverydrone
[251] nature
[251] friendly
[251] fl
[251] 104
[251] upper
[251] section

Top Words in Tweet in G4:
[204] solar
[203] company
[203] reimagined
[203] panel
[202] techinsider

Top Words in Tweet in G5:
[9] solar
[8] mikedel21893959
[7] joe_possibly
[7] ingersolrobert
[7] c0rrect1on
[6] panel
[6] royalacresrod
[6] keillerdon
[6] markp1950
[6] freddie07068768

Top Words in Tweet in G6:
[143] 太陽の角度に関係なくソーラーパネルでの発電量を爆増させるデバイスが開発される
[142] gigazine

Top Words in Tweet in G7:
[124] 태양광
[123] shaindtwt
[122] 재활용이
[121] 태양광반대론이
[121] 퍼뜨리는
[121] 것과
[121] 달리
[121] 패널은
[121] 용이한
[121] 물질로

Top Words in Tweet in G8:
[124] few
[124] politicians
[124] mastered
[124] speak
[124] forever
[124] without
[124] saying
[124] anything
[124] skill
[124] quite

Top Words in Tweet in G9:
[68] solar
[54] panel
[40] elonmusk
[30] tesla
[13] energy
[12] car
[9] roof
[9] electric
[9] power
[8] make

Top Words in Tweet in G10:
[290] solar
[167] panel
[59] #solarenergy
[57] #solar
[51] system
[48] energy
[46] #solarpower
[44] #solarpanels
[43] power
[34] #renewableenergy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3518] solar,panel
[1470] importer,solar
[1469] suleman,shahbaz
[1467] largest,importer
[1467] electricity,price
[1466] price,increased
[1464] shahbaz,becomes
[1464] becomes,largest
[1463] unit,suleman
[1462] increased,rs

Top Word Pairs in Tweet in G1:
[1319] suleman,shahbaz
[1317] electricity,price
[1317] price,increased
[1317] increased,rs
[1317] rs,90
[1317] 90,paisa
[1317] paisa,unit
[1317] unit,suleman
[1317] shahbaz,becomes
[1317] becomes,largest

Top Word Pairs in Tweet in G2:
[845] solar,panel
[100] solar,panels
[90] 太陽の角度に関係なくソーラーパネルでの発電量を爆増させるデバイスが開発される,gigazine
[54] panel,solar
[38] power,saving
[36] portable,solar
[36] road,side
[35] panel,installation
[33] buy,ebay
[31] solar,photovoltaic

Top Word Pairs in Tweet in G3:
[251] #flylights,fl104
[251] fl104,#deliverydrone
[251] #deliverydrone,nature
[251] nature,friendly
[251] friendly,fl
[251] fl,104
[251] 104,upper
[251] upper,section
[251] section,provides
[251] provides,approximately

Top Word Pairs in Tweet in G4:
[203] company,reimagined
[203] reimagined,solar
[203] solar,panel
[202] techinsider,company

Top Word Pairs in Tweet in G5:
[6] solar,panel
[5] royalacresrod,keillerdon
[5] keillerdon,markp1950
[5] markp1950,ingersolrobert
[5] ingersolrobert,mikedel21893959
[5] mikedel21893959,c0rrect1on
[5] c0rrect1on,robertbigbags
[5] robertbigbags,freddie07068768
[4] veritatem2021,barbarajdurkin
[4] barbarajdurkin,narvuntien

Top Word Pairs in Tweet in G6:
[142] gigazine,太陽の角度に関係なくソーラーパネルでの発電量を爆増させるデバイスが開発される

Top Word Pairs in Tweet in G7:
[121] 태양광반대론이,퍼뜨리는
[121] 퍼뜨리는,것과
[121] 것과,달리
[121] 달리,태양광
[121] 태양광,패널은
[121] 패널은,재활용이
[121] 재활용이,용이한
[121] 용이한,물질로
[121] 물질로,이루어져
[121] 이루어져,있다

Top Word Pairs in Tweet in G8:
[124] few,politicians
[124] politicians,mastered
[124] mastered,speak
[124] speak,forever
[124] forever,without
[124] without,saying
[124] saying,anything
[124] anything,skill
[124] skill,quite
[124] quite,kamala

Top Word Pairs in Tweet in G9:
[50] solar,panel
[6] tesla,claim
[6] claim,home's
[6] home's,energy
[6] energy,independence
[6] independence,takes
[6] takes,months
[6] months,resolve
[6] resolve,solar
[6] panel,issues

Top Word Pairs in Tweet in G10:
[146] solar,panel
[31] customer,reviews
[26] panel,system
[26] solar,energy
[24] solar,panels
[23] solar,power
[21] free,solar
[19] #solarenergy,#solarpower
[17] visit,following
[17] following,link

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@jswsteel
@mikehudema
@stepien_przemek
@doomsdayeconom1
@bluradioco
@whaleeverything
@mansurqr
@potus
@wodant

Top Replied-To in G1:
@shandanagulzar
@farrukhhabibisf
@mirmakofficial

Top Replied-To in G2:
@saiee

Top Replied-To in G3:
@flylightstech

Top Replied-To in G5:
@veritatem2021
@royalacresrod
@brknman
@asinister

Top Replied-To in G7:
@shaindtwt
@evergreen_twt

Top Replied-To in G9:
@elonmusk
@tesla
@fullychargedshw
@akaworldwide
@eman856
@connielockwoo18
@berriepelservrq
@visegrip5
@forseeus
@watchyourthrone

Top Replied-To in G10:
@lalakenney
@gregabbott_tx

Top Mentioned
Top Mentioned in Entire Graph:
@mirmakofficial
@flylightstech
@techinsider
@gigazine
@waitingonbiden
@shaindtwt
@gideon_kitheka
@eriksolheim
@sk280488
@nativepreacher_

Top Mentioned in G1:
@mirmakofficial
@factfiction11

Top Mentioned in G2:
@dagon57r
@storefocus
@asdrubal1963
@thesolarmove
@ralph_ohr
@buiketecn
@ojwale_solar
@elmundook
@johnny5vids

Top Mentioned in G3:
@flylightstech

Top Mentioned in G4:
@techinsider
@mirmakofficial

Top Mentioned in G5:
@mikedel21893959
@joe_possibly
@ingersolrobert
@c0rrect1on
@keillerdon
@markp1950
@freddie07068768
@ceist8
@robertbigbags
@royalacresrod

Top Mentioned in G6:
@gigazine

Top Mentioned in G7:
@shaindtwt
@pkgupdt

Top Mentioned in G8:
@waitingonbiden

Top Mentioned in G9:
@elonmusk
@tesla
@pontifex
@navdeep_vinayak
@mfoxinvest
@spacex
@protomics
@motortrendtv
@chuckgrassley
@light_defi

Top Mentioned in G10:
@youtube
@solarpoweraust
@digitalgrowup
@triumphantzoep
@nycdcas
@aussolarreviews
@pvcandsolar
@nyclimate
@sunlabs_america
@economictimes

Top Tweeters
Top Tweeters in Entire Graph:
@mariachonatabe1
@coramarcelo1
@simanekomama
@tesco
@zyitegadgets
@republikaonline
@andyvermaut
@marichotabelina
@pln_123
@marrycartl29hk

Top Tweeters in G1:
@fahad_pti
@muhamadafzalecp
@shaddad_marwat
@tayyab_malik000
@ranaomer
@mohammad_kam786
@rehnumasamaji
@shahidaqureshi5
@parvezmasoom
@ali_lashari

Top Tweeters in G2:
@zyitegadgets
@andyvermaut
@crweworld
@fatkiddeals
@politicalhedge
@topic_tw
@n_zako
@jawapos
@hokketaso
@flyin18t

Top Tweeters in G3:
@jferraraf18
@princenafii
@iteatsiz
@sjjahidulislam
@adnan_eth
@deepakrajpaul
@leyorlando29
@rajeshb69744442
@asrafbabu15
@fuyadmehraj

Top Tweeters in G4:
@davidpsdem
@only4rm
@amazingchevvolt
@laura78703
@iashleyrichards
@rajuvegesena
@geographerdc
@nomiskye
@sobecharly
@outragedj6bc

Top Tweeters in G5:
@dickmackintosh
@fern_60
@textranquilo
@dawntj90
@chimera414
@veritatem2021
@keithamccluskey
@rln_nelson
@noelturner194
@insane_voice

Top Tweeters in G6:
@benedictine555
@furocola
@hakase329
@nominz
@amehurashiorz
@maris_hy
@taki1000
@passiontv1
@economicscience
@himadegozaimasu

Top Tweeters in G7:
@hokcenayeokcena
@kind0320
@1_djr123
@uhanzim
@roricon
@strongnoble21
@esendial
@luuuuuuuuuuuu
@click_kr
@firesoullove

Top Tweeters in G8:
@bunrxm
@312shelly3
@truthtotweet
@radovanstojano3
@hilarieashton
@barbaralnewsome
@littlebirdsteph
@hardlytimes
@ralphscenic
@aymanfadel

Top Tweeters in G9:
@jackposobiec
@codingmark
@sbalatan
@bobbyllew
@toyota
@tslaqtwin
@reginawilhelmi1
@shortingisfun
@richsignorelli
@ford

Top Tweeters in G10:
@economictimes
@livemint
@goygarland
@bagaluesunab
@scifryer2
@johnsnowmtainer
@petrine05647629
@energyreferralx
@solarfred
@vectorborg