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Solar (panel OR Photovoltaic)_2022-12-10_22-27-10.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 11, 2022
Short Description:
Solar (panel OR Photovoltaic) via NodeXL https://bit.ly/3Hrswa1
@dcijuja
@lawrencekitema
@gideon_kitheka
@elonmusk
@sues86453
@nickhedley
@potus
@platinumz_ug1
@aishahan888
@trissy001

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

Description:
Description
The graph represents a network of 6,976 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, 11 December 2022 at 06:42 UTC.

The requested start date was Sunday, 11 December 2022 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 5-day, 8-hour, 39-minute period from Sunday, 04 December 2022 at 15:36 UTC to Saturday, 10 December 2022 at 00:16 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 : 6976
Unique Edges : 4045
Edges With Duplicates : 9117
Total Edges : 13162
Number of Edge Types : 5
Retweet : 3671
MentionsInRetweet : 4091
Tweet : 2632
Replies to : 1087
Mentions : 1681
Self-Loops : 2757
Reciprocated Vertex Pair Ratio : 0.0108060230292294
Reciprocated Edge Ratio : 0.0213810024535577
Connected Components : 2160
Single-Vertex Connected Components : 1197
Maximum Vertices in a Connected Component : 916
Maximum Edges in a Connected Component : 3875
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 2.674727
Graph Density : 0.00011726842261024
Modularity : 0.473532
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,976 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, 11 December 2022 at 06:42 UTC.

The requested start date was Sunday, 11 December 2022 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 5-day, 8-hour, 39-minute period from Sunday, 04 December 2022 at 15:36 UTC to Saturday, 10 December 2022 at 00:16 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:
[34] https://shrsl.com/3e717
[19] https://orfonline.org/expert-speaks/chinas-dominance-of-the-solar-photovoltaic-value-chain
[18] https://cleantechnica.com/2022/12/04/the-great-solar-panel-tariff-debate-heats-up/
[18] https://www.agroalimentando.com/nota/1680
[17] https://www.bloomberg.com/tosv2.html?vid=&uuid=5e564d67-71d7-11ed-8283-466e744c5a65&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0xMi0wMS90dXJrZXktc29sYXItcGFuZWwtZGVtYW5kLWJvb21zLWFzLWNvbXBhbmllcy1hdm9pZC1yaXNpbmctcG93ZXItY29zdHM=
[14] https://jp.wsj.com/articles/solar-panel-shortage-snarls-u-s-green-energy-plans-11669789350
[14] https://www.bloomberg.com/news/articles/2022-12-01/turkey-solar-panel-demand-booms-as-companies-avoid-rising-power-costs?utm_content=climate&cmpid=socialflow-twitter-climate&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social
[13] https://www.businesslive.co.za/bd/companies/industrials/2022-12-08-rheinmetall-plans-to-build-solar-panel-factory-in-sa/
[11] https://www.ecowatch.com/solar-city-car-united-states.html
[9] https://electrek.co/2022/12/09/flexible-solar-panel-renogy-more-new-green-deals/

Top URLs in Tweet in G1:
[8] https://cleantechnica.com/2022/12/04/the-great-solar-panel-tariff-debate-heats-up/
[7] https://www.amazon.es/dp/B09DPQBCKS?&tag=ofertasamazonas-21
[7] https://www.amazon.es/dp/B09DPQBCKS?&tag=ofertaass_tec-21
[6] https://www.alternative-energy-sources.co.za/solar-panel-prices-south-africa/
[6] https://blog.khojinindia.com/how-solar-panel-installation-good-for-the-environment/
[5] https://www.youtube.com/shorts/cNfrxz3XlMs

[4] https://hb.afl.rakuten.co.jp/hgc/g00rr09c.5uc4ufe5.g00rr09c.5uc4v1ba/?pc=https%3A%2F%2Fitem.rakuten.co.jp%2Fanker%2Fa2431031%2F&m=http%3A%2F%2Fm.rakuten.co.jp%2Fanker%2Fi%2F10001157%2F
[4] https://www.intelligentliving.co/enel-to-build-one-of-the-largest-solar-panel-factories-in-the-us/
[4] https://thechambersrv.com
[3] https://www.awin1.com/cread.php?awinmid=11640&awinaffid=352595&platform=dl&ued=https://es.aliexpress.com/item/product/1005004603350673.html

Top URLs in Tweet in G3:
[1] https://twitter.com/lawrencekitema/status/1600385002222813185
[1] https://twitter.com/beth_kasinga/status/1599993745470296064

Top URLs in Tweet in G4:
[6] https://www.youtube.com/watch?v=XPZei_UONX0&feature=youtu.be

[2] https://twitter.com/CNBC/status/1598440886001717249
[1] https://twitter.com/hikingskiing/status/1599391506653126657
[1] https://twitter.com/elonmusk/status/1600752140711972865
[1] https://twitter.com/Helloimmorgan/status/1600760951292428294
[1] https://twitter.com/teslabros/status/1600596533501624320
[1] https://twitter.com/hikingskiing/status/1600689975812841474
[1] https://twitter.com/supercarblondie/status/1600779636354555905
[1] https://twitter.com/teslabros/status/1600619938649088016
[1] https://twitter.com/ParisHilton/status/1600773689645023233

Top URLs in Tweet in G5:
[1] https://www.wsj.com/articles/chinese-solar-manufacturers-dodged-u-s-tariffs-probe-finds-11669952820

Top URLs in Tweet in G6:
[11] https://www.businesslive.co.za/bd/companies/industrials/2022-12-08-rheinmetall-plans-to-build-solar-panel-factory-in-sa/
[1] https://www.afd.fr/en/actualites/communique-de-presse/tanzania-first-grid-connected-solar-photovoltaic-power-plant-and-modernization-electricity-network
[1] https://www.moneyweb.co.za/news/south-africa/rheinmetall-to-produce-solar-panels-in-sa/

Top URLs in Tweet in G8:
[7] https://cleantechnica.com/2022/12/04/the-great-solar-panel-tariff-debate-heats-up/
[4] http://www.cbc.ca/
[4] https://www.cbc.ca/news/canada/edmonton/pilot-program-aims-to-refurbish-solar-panels-before-they-end-up-in-alberta-landfills-1.6670192
[4] https://www.utilitydive.com/news/clean-energy-commerce-preliminary-determination-solar-tariffs/637930/
[4] https://www.latimes.com/opinion/story/2022-12-07/renewable-energy-siting-solar-canals-wind-farms
[3] https://eponline.com/articles/2022/12/09/solar-panels-and-their-effect.aspx
[3] https://www.cnet.com/home/energy-and-utilities/7-scammy-sales-tactics-to-avoid-when-shopping-for-solar/
[3] https://electrek.co/2022/12/09/flexible-solar-panel-renogy-more-new-green-deals/
[3] https://www.techtimes.com/articles/284383/20221203/solar-panel-options-florida-help-save-energy-bills-costs-incentives.htm
[3] https://cleantechnica.com/2022/12/04/the-great-solar-panel-tariff-debate-heats-up/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[3] https://single-market-economy.ec.europa.eu/industry/strategy/industrial-alliances/european-solar-photovoltaic-industry-alliance_en
[3] https://audiovisual.ec.europa.eu/en/reportage/P-059701
[1] https://www.pv-magazine.com/2022/12/09/mit-scientists-develop-organic-photovoltaic-fabrics-for-ubiquitous-energy-generation/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.pv-magazine.com/2022/12/07/canadian-company-unveils-portable-off-grid-solar-battery-kit/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.pv-magazine.com/2022/12/08/spanish-winemaker-using-photovoltaic-wall-for-protection-energy/?utm_source=dlvr.it&utm_medium=twitter
[1] https://single-market-economy.ec.europa.eu/events/european-solar-industry-alliance-high-level-launch-conference-2022-12-09_en
[1] https://ec.europa.eu/commission/presscorner/detail/en/SPEECH_22_7619
[1] https://www.greentech-news.org/insane-rooftop-wind-turbine-halves-solar-panel-costs/#.Y43IkU-iweg.twitter
[1] https://www.greentech-news.org/diy-folding-300-watt-solar-panel/#.Y43I9M2N8QI.twitter
[1] https://www.greentech-news.org/diy-solar-generator-off-grid-power-experiments/#.Y43Jch2jAxI.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[516] amazon.com
[249] aliexpress.com
[210] twitter.com
[73] com.au
[72] ebay.com
[65] co.uk
[41] youtube.com
[36] bloomberg.com
[34] co.za
[34] shrsl.com

Top Domains in Tweet in G1:
[505] amazon.com
[248] aliexpress.com
[74] twitter.com
[54] ebay.com
[37] co.uk
[21] youtube.com
[19] amazon.es
[19] google.com
[18] com.au
[15] electrek.co

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

Top Domains in Tweet in G4:
[105] twitter.com
[15] youtube.com
[1] businessinsider.com

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

Top Domains in Tweet in G6:
[12] co.za
[1] afd.fr

Top Domains in Tweet in G8:
[18] ebay.com
[10] cleantechnica.com
[8] cbc.ca
[7] electrek.co
[7] com.au
[7] co.uk
[7] utilitydive.com
[5] carefulenergy.com
[5] marketwatch.com
[5] businessinsider.com

Top Domains in Tweet in G9:
[8] europa.eu
[3] pv-magazine.com
[3] greentech-news.org
[1] google.com
[1] cosmicpvpower.com
[1] co.in
[1] wsj.com
[1] amaenergyservices.com
[1] saurenergy.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[369] solar
[268] amazon
[243] garden
[243] aliexpress
[242] rt
[165] solarpanels
[123] solarenergy
[113] bushsolarlightsdelivers
[108] solarpanel
[106] solarpower



Top Hashtags in Tweet in G1:
[267] amazon
[243] aliexpress
[242] garden
[242] rt
[105] solar
[73] solarenergy
[63] solarpower
[62] solarpanels
[41] solarpanelinstallation
[36] california

Top Hashtags in Tweet in G2:
[1] bushsolarlightsdelivers

Top Hashtags in Tweet in G3:
[112] bushsolarlightsdelivers
[1] bushsolarlightsdeliver

Top Hashtags in Tweet in G4:
[1] nochargingissue
[1] paversavers
[1] solar
[1] gyroscope
[1] aeromine

Top Hashtags in Tweet in G7:
[1] sun
[1] solar

Top Hashtags in Tweet in G8:
[147] solar
[64] solarpanel
[56] solarpanels
[17] energy
[8] solarenergy
[4] pv
[3] florida
[3] china
[2] solarpower
[2] portablesolar

Top Hashtags in Tweet in G9:
[21] photovoltaic
[10] solarenergy
[8] solar
[7] renewableenergy
[7] solarpanels
[6] greenenergy
[6] solarpower
[5] eusolaralliance
[4] sustainability
[4] solarpv

Top Words
Top Words in Tweet in Entire Graph:
[10321] solar
[6645] panel
[2242] portable
[2187] home
[2137] kit
[2020] emergency
[2010] lamp
[2003] indoor
[2001] 3bulbs
[1539] multi

Top Words in Tweet in G1:
[2649] solar
[1711] panel
[521] gt
[472] camera
[366] power
[338] battery
[296] co
[283] outdoor
[267] #amazon
[246] click

Top Words in Tweet in G2:
[1218] solar
[609] 3bulbs
[609] emergency
[609] indoor
[609] panel
[609] portable
[609] home
[609] kit
[609] lamp
[608] multi

Top Words in Tweet in G3:
[2810] solar
[1401] panel
[1395] home
[1393] emergency
[1393] kit
[1391] 3bulbs
[1388] portable
[1386] lamp
[1386] indoor
[923] gideon_kitheka

Top Words in Tweet in G4:
[256] solar
[252] many
[243] smartphone
[241] panel
[156] tesla
[136] elon
[131] problem
[131] musk
[131] more
[129] mr

Top Words in Tweet in G5:
[162] solar
[161] georgia
[161] qcells_na
[161] panel
[160] senatorwarnock
[160] dalton
[160] competitive
[160] deserve
[160] playing
[160] level

Top Words in Tweet in G6:
[149] solar
[146] panel
[139] plans
[139] build
[139] rheinmetall
[134] nickhedley
[130] south
[130] africa
[129] manufacturing
[129] group

Top Words in Tweet in G7:
[26] solar
[21] panel
[6] johnson_wrjohn1
[6] weberj502
[6] mike_maric
[6] cjtjgeol
[6] ianbrow97534170
[6] ingersolrobert
[6] brknman
[6] nick_advice

Top Words in Tweet in G8:
[196] panel
[193] solar
[146] #solar
[70] energy
[64] #solarpanel
[56] #solarpanels
[48] system
[46] world
[46] storage
[46] photovoltaic

Top Words in Tweet in G9:
[84] solar
[59] alliance
[37] european
[27] photovoltaic
[25] today
[23] panel
[23] industry
[22] thierrybreton
[21] #photovoltaic
[21] manufacturing

Top Words in Tweet in G10:
[67] europe
[67] share
[67] 2021
[67] solar
[67] north
[67] pacific
[67] asia
[67] panel
[67] 84
[67] china

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5867] solar,panel
[2010] kit,solar
[2004] emergency,home
[2003] solar,emergency
[2003] home,kit
[2001] panel,3bulbs
[1996] 3bulbs,portable
[1996] portable,indoor
[1996] indoor,lamp
[1529] lamp,multi

Top Word Pairs in Tweet in G1:
[1469] solar,panel
[261] gt,gt
[243] gt,co
[242] #garden,#amazon
[242] #amazon,#aliexpress
[242] click,gt
[242] #aliexpress,#rt
[116] solar,panels
[107] panel,solar
[93] camera,solar

Top Word Pairs in Tweet in G2:
[609] panel,3bulbs
[609] solar,panel
[609] solar,emergency
[609] home,kit
[609] kit,solar
[609] 3bulbs,portable
[609] portable,indoor
[609] emergency,home
[609] indoor,lamp
[608] lamp,multi

Top Word Pairs in Tweet in G3:
[1398] solar,panel
[1393] solar,emergency
[1393] home,kit
[1393] emergency,home
[1391] kit,solar
[1391] panel,3bulbs
[1386] portable,indoor
[1386] indoor,lamp
[1386] 3bulbs,portable
[920] lamp,multi

Top Word Pairs in Tweet in G4:
[228] solar,panel
[128] problem,mr
[128] lundström,tartu
[128] hello,glemet
[128] glemet,lundström
[128] estonia,problem
[128] tartu,estonia
[127] elon,reeve
[127] musk,stole
[127] reeve,musk

Top Word Pairs in Tweet in G5:
[161] solar,panel
[160] qcells_na,dalton
[160] level,playing
[160] deserve,level
[160] manufacturers,qcells_na
[160] dalton,deserve
[160] playing,field
[160] panel,manufacturers
[160] georgia,solar
[160] field,competitive

Top Word Pairs in Tweet in G6:
[146] solar,panel
[139] plans,build
[139] rheinmetall,plans
[139] build,solar
[130] south,africa
[128] industrial,group
[128] german,industrial
[128] group,rheinmetall
[128] facility,south
[128] panel,manufacturing

Top Word Pairs in Tweet in G7:
[18] solar,panel
[4] solar,panels
[4] starting,show
[4] panel,dumps
[4] dumps,starting
[4] ready,solar
[3] nick_advice,deirdreritchi10
[3] docca75,lesjohnsonhrvat
[3] mikeworkman,keillerdon
[3] those,solar

Top Word Pairs in Tweet in G8:
[124] #solar,panel
[70] solar,#solar
[64] panel,#solarpanel
[63] solar,panel
[56] panel,#solarpanels
[44] aishahan,chinasunergy
[44] please,contact
[44] solutions,available
[44] panels,inverters
[44] photovoltaic,panels

Top Word Pairs in Tweet in G9:
[36] european,solar
[22] today,european
[21] solar,panel
[20] #photovoltaic,industrial
[20] alliance,alliance
[20] alliance,boost
[20] solar,#photovoltaic
[20] launching,today
[20] industrial,alliance
[20] boost,manufacturing

Top Word Pairs in Tweet in G10:
[67] europe,north
[67] manufacturing,capacity
[67] 84,europe
[67] china,84
[67] 2021,china
[67] solar,panel
[67] share,solar
[67] panel,manufacturing
[67] asia,pacific
[67] capacity,2021

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@mining_atoms
@potus
@mikecarlton01
@hikingskiing
@squizzstk
@secgranholm
@simonahac
@sammy_roth
@foxnews

Top Replied-To in G1:
@samrtrust

Top Replied-To in G3:
@gideon_kitheka
@rodgerskipembe
@were7_were
@tourspetterson

Top Replied-To in G4:
@elonmusk
@hikingskiing
@foxnews
@cb_doge
@bs65624054
@saysnikolatesla
@cnunezimages
@chiefgammon1
@muskqu0tes
@tesla

Top Replied-To in G5:
@senatorwarnock

Top Replied-To in G6:
@edstoddardza
@richjdavies
@nickhedley
@v3ry_offensiv3
@dizainatweets
@zk_zk100

Top Replied-To in G7:
@brknman
@aiga08958422
@bointongiles
@q611az
@offgridtech_net
@weberj502
@royalacresrod
@ingersolrobert
@ccross1776
@fwil54

Top Replied-To in G8:
@energywrapau
@thesolarmove
@ing_martin_v
@carefulenergy
@emergent_solar
@earthaccounting
@enel_na
@musvanhiri
@homesolar77
@nextracker

Top Replied-To in G9:
@s_gasperin

Top Mentioned
Top Mentioned in Entire Graph:
@gideon_kitheka
@dcijuja
@lawrencekitema
@qcells_na
@senatorwarnock
@nickhedley
@jessedongo
@indian_index
@elonmusk
@sues86453

Top Mentioned in G1:
@dagon57r
@divineenergy16
@thetwenty_first
@loughtonseedbed
@hellenhe2016
@generatesolarev
@pinktaxirunner

Top Mentioned in G2:
@dcijuja
@gideon_kitheka
@lawrencekitema

Top Mentioned in G3:
@gideon_kitheka
@lawrencekitema
@jessedongo
@dcijuja
@willisodera8
@rodgerskipembe
@bushsolarlights
@tsisagajumba
@were7_were

Top Mentioned in G4:
@elonmusk
@youtube
@wholemarsblog
@tesla
@ericareport
@dylantweetin
@glem1987
@spacex
@chriskalhoon
@foxnews

Top Mentioned in G5:
@qcells_na
@senatorwarnock

Top Mentioned in G6:
@nickhedley
@mandelaminutes
@wacirak
@edstoddardza
@wayne_hands_on
@theoraclem
@tanescoyetutz
@afranzsen
@peterleroux

Top Mentioned in G7:
@bigjoebastardi
@johnson_wrjohn1
@martinbrampton
@mike_maric
@freddie07068768
@tark4real
@iandjbrown2
@keillerdon
@cjtjgeol
@mikedel21893959

Top Mentioned in G8:
@rainmaker1973
@cleantechnica
@businessinsider
@utilitydive
@earthaccounting
@wsj
@techxplore_com
@techtimes
@solarfred
@timechols

Top Mentioned in G9:
@thierrybreton
@pvmagazine
@eib
@eu_growth
@enelgreenpower
@eu_esia
@kimjorgenseneib
@solarpowerbeth
@rhinesolar
@laurencedevos1

Top Mentioned in G10:
@indian_index

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@andyvermaut
@gambiste1
@monicasloves
@cybersecurityn8
@cooperativa
@_redfrog
@united
@baarahk
@analiagoffi

Top Tweeters in G1:
@andyvermaut
@dclarediane
@flyin18t
@anamafalda1992
@litepocketdeals
@iggy
@peko409
@eldia
@lekh27
@laprovincia_es

Top Tweeters in G2:
@osoroke
@amisij
@waruijohn2
@unpologestic1
@cyclonekenya1
@jaykiluu
@c_qalloh
@jos_swae
@ak_thuku_
@wangecike_

Top Tweeters in G3:
@tzdiscovery
@burn_hard1213
@gideon_kitheka
@veteran_ug
@kotsocha_ke
@itskyulengao
@walkwithsummers
@mrliverpoolhd
@faosiemo
@_mr_musau

Top Tweeters in G4:
@foxnews
@stillgray
@bellausa17
@wholemarsblog
@cernovich
@28delayslater
@kristennetten
@hsajwanization
@slashdot
@cormorantsage

Top Tweeters in G5:
@monicasloves
@gwydion620
@carlyinnj
@nanteos620
@carollarue
@allentien
@paulmick
@janrobinjackson
@drdind
@gailwaldby

Top Tweeters in G6:
@benjiseitlhamo
@bantumarine
@botshelo_sa
@maraenslin
@mandelaminutes
@havdh4024
@brinomash
@ssaluseke
@masenkeng
@tshepome2

Top Tweeters in G7:
@ms_dingo
@dickmackintosh
@textranquilo
@geraldkutney
@michaelemann
@dawntj90
@chimera414
@elizabethmay
@insane_voice
@natobserver

Top Tweeters in G8:
@businessinsider
@gezgintrk
@markburgerenerg
@kirillklip
@ccgevirtz
@wsj
@rainmaker1973
@1912pvvnl
@earthaccounting
@leedsnews

Top Tweeters in G9:
@sectest9
@cybersecurityn8
@zimrirosas
@fattoquotidiano
@ottobreinfo
@startup_italia
@andy_scollick
@comunardo
@albuslynx
@tguemes

Top Tweeters in G10:
@leftboomer
@ibrahim_faruki
@shivam____kumar
@tusharmarghade
@cfcaniket22
@chandan_ykts
@vijeeshctk
@pujaprav
@teja2226
@happytohelp_007


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