(clean OR energy) (tech OR technology OR economy OR jobs OR future OR efficiency OR conservation OR renewable OR alternative), Twitter, 2/26/2019 3:58:34 AM, 188226


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(clean OR energy) (tech OR technology OR economy OR jobs OR future OR efficiency OR conservation OR
(clean OR energy) (tech OR technology OR economy OR jobs OR future OR efficiency OR conservation OR
From:
NodeXLExcelAutomator
Uploaded on:
February 26, 2019
Short Description:
(clean OR energy) (tech OR technology OR economy OR jobs OR future OR efficiency OR conservation OR renewable OR alternative) via NodeXL http://bit.ly/2T1Sp8A
@pmoindia
@ridetoworksyd
@rajksinghindia
@mikehudema
@takvera
@jackthelad1947
@narendramodi
@mssandraguzman
@universepragati
@aoc


Description:
Description
The graph represents a network of 6,077 Twitter users whose tweets in the requested range contained "(clean OR energy) (tech OR technology OR economy OR jobs OR future OR efficiency OR conservation OR renewable OR alternative)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 February 2019 at 10:01 UTC.

The requested start date was Sunday, 24 February 2019 at 01:01 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 1-day, 2-hour, 13-minute period from Friday, 22 February 2019 at 06:16 UTC to Saturday, 23 February 2019 at 08:30 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 : 6077
Unique Edges : 6677
Edges With Duplicates : 977
Total Edges : 7654
Number of Edge Types : 3
Tweet : 863
Replies to : 364
Mentions : 6427
Self-Loops : 863
Reciprocated Vertex Pair Ratio : 0.00462151394422311
Reciprocated Edge Ratio : 0.0092005076142132
Connected Components : 880
Single-Vertex Connected Components : 341
Maximum Vertices in a Connected Component : 2876
Maximum Edges in a Connected Component : 3721
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.438236
Graph Density : 0.000170729749431343
Modularity : 0.818868
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://sparkle.kpit.com/
[15] https://www.derasachasauda.org/dera-sacha-sauda-gets-whole-new-turn-installation-solar-panels-campus/
[10] https://www.derasachasauda.org/dera-sacha-sauda-celebrates-earth-day-with-its-continuous-efforts-earth-conservation/
[9] http://www.saaea.org/renewable-energy-news/lesson-for-south-africa-costa-rica-goes-300-days-solely-on-renewable-energy
[9] https://www.mnn.com/green-tech/research-innovations/stories/plastic-waste-converted-gas-fuel
[8] https://www.ecomena.org/energy-efficiency-in-residential-sector-in-saudi-arabia/
[7] https://cleantechnica.com/2019/01/06/how-to-make-australia-a-superpower-in-renewable-energy-exports/
[7] https://www.derasachasauda.org/humanitarian-works/
[6] https://www.amazon.com/dp/B008DME83C/ref=cm_sw_r_tw_dp_x_bcCfAbN24S3TS
[6] https://amp.businessinsider.com/china-panda-solar-power-plant-2017-7

Top URLs in Tweet in G2:
[1] https://www.cdhowe.org/public-policy-research/crisis-our-own-making-prospects-major-natural-resource-projects-canada
[1] https://www.fool.com/investing/2019/02/17/nothing-seems-to-be-stopping-americas-oil-growth-e.aspx

Top URLs in Tweet in G3:
[4] https://streettakeoverradio.airtime.pro/
[3] https://www.propertyindustryeye.com/new-report-into-energy-efficiency-in-homes-set-to-have-major-implications-for-whole-property-industry/
[3] https://thrive.dxc.technology/eur/2019/02/21/how-can-blockchain-simplify-things-in-your-industry/
[3] https://cleantechnica.com/2019/02/22/as-pge-goes-up-in-flames-renewable-energy-steps-in/
[2] https://gizmodo.com/how-google-microsoft-and-big-tech-are-automating-the-1832790799
[2] https://www.youtube.com/watch?v=d1EB1zsxW0k&feature=youtu.be

[2] https://africaneyereport.com/these-11-eu-states-already-meet-their-2020-renewable-energy-targets/
[2] https://www.theverge.com/2019/2/21/18235134/ispace-moon-solid-state-battery-energy-storage-ngk-spark-plug
[2] https://www.latimes.com/world/europe/la-fg-germany-coal-power-20190126-story.html
[2] https://cleantechnica.com/2019/02/21/labor-party-in-new-south-wales-promises-7-gigawatts-of-new-renewable-energy/

Top URLs in Tweet in G4:
[1] https://www.zawya.com/mena/en/companies/story/DEWA_presents_its_experiences_and_achievements_in_sustainable_energy_and_water_security_at_WGS_2019-ZAWYA20190210122424?utm_source=twitter&utm_medium=twitter&utm_campaign=site_share

Top URLs in Tweet in G5:
[3] https://www.weforum.org/agenda/2018/08/stacking-concrete-blocks-is-a-surprisingly-efficient-way-to-store-energy?utm_source=Facebook+Videos&utm_medium=Facebook+Videos&utm_campaign=Facebook+Video+Blogs
[2] https://energytransition.org/2018/01/community-choice-energy-drives-renewable-growth-in-california/
[2] http://www.gp.org/green_new_deal
[1] https://www.weforum.org/system-initiatives/shaping-the-future-of-energy/articles?utm_content=buffer4ff1f&utm_medium=social&utm_source=facebook.com&utm_campaign=buffer
[1] https://www.theguardian.com/environment/video/2019/feb/21/greta-thunberg-to-politicians-were-fighting-for-everyones-future-video
[1] https://twitter.com/Askgerbil/status/1098936899014520832
[1] https://twitter.com/dianne_jacob/status/1093218573781106689
[1] https://www.nytimes.com/2018/10/25/us/california-today-san-diego-power-utility.html
[1] https://twitter.com/KPBSnews/status/791362513665269760
[1] https://www.greenbiz.com/events/greenbiz-forum/phoenix/2019

Top URLs in Tweet in G6:
[2] http://redgreenandblue.org/2019/01/25/green-new-deal-sorry-theres-no-place-nuclear-energy-biofuels-carbon-capture/
[1] http://sunrisemovement.org/februaryescalation
[1] https://twitter.com/sunrisemvmt/status/1098779850909847557
[1] https://cleantechnica.com/2019/01/24/mark-jacobson-has-a-plan-to-convert-the-world-to-100-renewable-energy-is-it-realistic/
[1] https://www.burlingtonfreepress.com/story/news/2017/04/30/vermont-ranks-high-for-renewable-energy/100955606/
[1] https://www.theguardian.com/world/2017/jan/05/costa-rica-renewable-energy-oil-cars?CMP=share_btn_tw
[1] https://en.m.wikipedia.org/wiki/Renewable_energy_in_China
[1] https://www-forbes-com.cdn.ampproject.org/v/s/www.forbes.com/sites/dominicdudley/2019/01/11/china-renewable-energy-superpower/amp/?usqp=mq331AQCCAE%3D&_js_v=0.1
[1] https://money.cnn.com/2017/07/18/technology/china-us-clean-energy-solar-farm/index.html
[1] http://fortune.com/2017/03/14/germany-renewable-clean-energy-solar/

Top URLs in Tweet in G7:
[1] https://twitter.com/ABCWorldNews/status/1098809378046648321

Top URLs in Tweet in G8:
[1] https://twitter.com/benshapiro/status/1098631610147135488

Top URLs in Tweet in G9:
[1] https://youtu.be/dXkamwNWPgg
[1] http://kirillklip.blogspot.com/2019/02/red-metal-goes-green-during-tesla.html#.XG-lEB3X5ME.twitter
[1] http://kirillklip.blogspot.com/2019/02/red-metal-goes-green-during-tesla.html#.XG-mwmasZtg.twitter
[1] http://kirillklip.blogspot.com/2019/02/red-metal-goes-green-during-tesla.html#.XG3au1P31O0.twitter
[1] http://kirillklip.blogspot.com/2019/02/building-green-energy-metals-royalty_16.html#.XGgpCt5RIBA.twitter
[1] https://www.azcentral.com/story/money/business/energy/2019/02/21/aps-battery-cheapest-energy-option-arizona-power-grid/2911299002/
[1] https://electrek.co/2018/01/12/large-tesla-ships-all-electric-barges/
[1] https://twitter.com/sammy_roth/status/1098750990310731776

Top URLs in Tweet in G10:
[1] https://economictimes.indiatimes.com/news/economy/policy/budget-2019-speech-by-fm-piyush-goyal-full-text/articleshow/67789460.cms
[1] https://energy.economictimes.indiatimes.com/news/power/eesl-launches-super-efficient-acs-aims-at-40-higher-efficiency-at-30-lower-cost/68114239
[1] http://energy.economictimes.indiatimes.com/news/renewable/solar-power-projects-get-113-million-funding-boost-from-kfw-bank-of-baroda-tie-up/68115177
[1] https://energy.economictimes.indiatimes.com/news/renewable/msedcl-gets-another-1000mw-cheap-solar-power/68105708
[1] https://energy.economictimes.indiatimes.com/news/renewable/portugal-plans-solar-power-licensing-auction-by-mid-year/68121680
[1] https://energy.economictimes.indiatimes.com/news/renewable/fitch-assigns-bb-exp-rating-to-renew-powers-us-bonds-issue/68121804
[1] https://lnkd.in/epdDyDp
[1] https://www.financialexpress.com/economy/madhya-pradesh-regulator-refuses-to-reopen-ppas-to-revise-wind-power-tariff/1495026/
[1] https://twitter.com/Pari13691869/status/1098708194845589504

Top Domains
Top Domains in Tweet in Entire Graph:
[101] twitter.com
[32] co.uk
[32] derasachasauda.org
[24] bit.ly
[22] youtube.com
[19] lnkd.in
[19] com.au
[18] kpit.com
[17] theguardian.com
[13] cleantechnica.com

Top Domains in Tweet in G2:
[1] cdhowe.org
[1] fool.com

Top Domains in Tweet in G3:
[25] twitter.com
[16] co.uk
[6] facebook.com
[6] propertyindustryeye.com
[6] youtube.com
[5] upflow.co
[5] com.au
[5] lnkd.in
[5] jobviewtrack.com
[5] cleantechnica.com

Top Domains in Tweet in G4:
[1] zawya.com

Top Domains in Tweet in G5:
[4] weforum.org
[3] twitter.com
[2] energytransition.org
[2] gp.org
[2] tinyurl.com
[1] theguardian.com
[1] nytimes.com
[1] greenbiz.com
[1] tweetedtimes.com
[1] reuters.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] wikipedia.org
[2] redgreenandblue.org
[2] stopthesethings.com
[1] sunrisemovement.org
[1] cleantechnica.com
[1] burlingtonfreepress.com
[1] theguardian.com
[1] ampproject.org
[1] cnn.com

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

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[4] blogspot.com
[1] youtu.be
[1] azcentral.com
[1] electrek.co
[1] twitter.com

Top Domains in Tweet in G10:
[6] indiatimes.com
[1] lnkd.in
[1] financialexpress.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[140] energy
[129] tipstosaveenergybystramrahim
[86] whymodi
[82] paris
[76] solar
[71] vandebharat
[71] jaivigyaan
[60] renewableenergy
[52] climate
[50] renewable



Top Hashtags in Tweet in G2:
[1] policiesmatter

Top Hashtags in Tweet in G3:
[22] energy
[7] renewableenergy
[7] tech
[6] news
[5] texaswindows
[5] markrobbinsnetwork
[5] jobs
[4] climatechange
[4] solar
[4] renewable

Top Hashtags in Tweet in G4:
[2] dewa
[2] worldgovernmentsummit
[1] watersecurity

Top Hashtags in Tweet in G5:
[81] paris
[46] solar
[16] climate
[14] energy
[11] climatechange
[10] actonclimate
[8] greennewdeal
[7] climatestrike
[6] renewableenergy
[4] wastewater

Top Hashtags in Tweet in G6:
[9] greennewdeal
[1] cowfarts
[1] neverbenie
[1] difignd
[1] feinsteinresign
[1] oilydem
[1] fossilfuels
[1] climatedenial
[1] banfracking
[1] oilydems

Top Hashtags in Tweet in G8:
[80] whymodi
[69] vandebharat
[69] jaivigyaan
[1] fridayfeeling
[1] mudra

Top Hashtags in Tweet in G9:
[20] brussels
[4] frankholmes
[3] solar
[3] renewable
[3] energy
[3] trust
[3] mining
[2] climateaction
[2] sustainability
[2] capital

Top Hashtags in Tweet in G10:
[13] monaco
[9] mongolia
[5] jcm
[5] etgbs
[2] electric
[2] whymodi
[1] presidentkovind
[1] globalbusinesssummit
[1] renewablesources
[1] renewable

Top Words
Top Words in Tweet in Entire Graph:
[3377] Words in Sentiment List#1: Positive
[1666] Words in Sentiment List#2: Negative
[30] Words in Sentiment List#3: Angry/Violent
[129887] Non-categorized Words
[134934] Total Words
[2502] economy
[2422] india
[2359] making
[2342] energy
[2298] look

Top Words in Tweet in G1:
[2129] india
[2124] look
[2124] forward
[2124] making
[2122] economy
[1086] pmoindia
[1062] ten
[1062] trillion
[1062] dollar
[1062] third

Top Words in Tweet in G2:
[1833] lowest
[1833] unemployment
[614] 60
[611] black
[611] rate
[611] hispanic
[611] women
[611] yrs
[608] charliekirk11
[608] kore

Top Words in Tweet in G3:
[337] energy
[131] renewable
[94] clean
[91] future
[54] efficiency
[40] technology
[37] s
[36] new
[35] power
[30] solar

Top Words in Tweet in G4:
[175] berniesanders
[166] planet
[165] campaign
[165] rooted
[165] principle
[165] solidarity
[165] recognize
[165] person
[165] shares
[165] common

Top Words in Tweet in G5:
[183] thousands
[156] mikehudema
[87] gretathunberg
[82] students
[82] joined
[81] paris
[79] massive
[79] marching
[79] streets
[79] tens

Top Words in Tweet in G6:
[93] energy
[69] aoc
[41] renewable
[34] senfeinstein
[29] sunrisemvmt
[22] green
[18] clean
[16] s
[14] _waleedshahid
[14] senmarkey

Top Words in Tweet in G7:
[164] kamalaharris
[136] california
[134] indefensible
[134] white
[134] house
[134] walk
[134] away
[134] negotiations
[134] over
[134] fuel

Top Words in Tweet in G8:
[113] economy
[109] india
[80] whymodi
[77] hv
[77] million
[77] reasons
[77] shud
[77] pm
[77] again
[77] few

Top Words in Tweet in G9:
[25] energy
[23] future
[21] mikehudema
[21] out
[20] 7th
[20] week
[20] row
[20] thousands
[20] young
[20] people

Top Words in Tweet in G10:
[77] india
[76] economy
[62] making
[61] look
[61] forward
[61] energy
[50] largest
[49] narendramodi
[43] meaindia
[41] eam

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2258] look,forward
[2258] making,india
[2257] forward,making
[1128] trillion,dollar
[1128] dollar,economy
[1128] third,largest
[1127] india,ten
[1127] ten,trillion
[1127] economy,look
[1127] india,third

Top Word Pairs in Tweet in G1:
[2124] look,forward
[2124] forward,making
[2124] making,india
[1062] india,ten
[1062] ten,trillion
[1062] trillion,dollar
[1062] dollar,economy
[1062] economy,look
[1062] india,third
[1060] third,largest

Top Word Pairs in Tweet in G2:
[611] lowest,black
[611] black,unemployment
[611] unemployment,rate
[611] rate,lowest
[611] lowest,hispanic
[611] hispanic,unemployment
[611] unemployment,lowest
[611] lowest,women
[611] women,unemployment
[611] unemployment,60

Top Word Pairs in Tweet in G3:
[109] renewable,energy
[37] energy,efficiency
[14] now,playing
[10] gt,gt
[10] look,forward
[10] forward,making
[10] making,india
[9] https,t
[9] t,co
[9] property,industry

Top Word Pairs in Tweet in G4:
[165] campaign,rooted
[165] rooted,principle
[165] principle,solidarity
[165] solidarity,recognize
[165] recognize,person
[165] person,planet
[165] planet,shares
[165] shares,common
[164] berniesanders,campaign
[164] common,hum

Top Word Pairs in Tweet in G5:
[82] thousands,students
[82] joined,gretathunberg
[79] massive,thousands
[79] students,marching
[79] marching,streets
[79] streets,paris
[79] paris,joined
[79] gretathunberg,tens
[79] tens,thousands
[79] thousands,around

Top Word Pairs in Tweet in G6:
[35] renewable,energy
[13] aoc,senmarkey
[12] sunrisemvmt,senfeinstein
[10] senfeinstein,sunrisemvmt
[10] sunrisemvmt,aoc
[9] brokedaytrader,_waleedshahid
[9] _waleedshahid,matthewstoller
[9] matthewstoller,senfeinstein
[9] senmarkey,teacher
[8] green,new

Top Word Pairs in Tweet in G7:
[134] indefensible,white
[134] white,house
[134] house,walk
[134] walk,away
[134] away,negotiations
[134] negotiations,california
[134] california,over
[134] over,fuel
[134] fuel,efficiency
[134] efficiency,standards

Top Word Pairs in Tweet in G8:
[77] hv,million
[77] million,reasons
[77] reasons,whymodi
[77] whymodi,shud
[77] shud,pm
[77] pm,again
[77] again,few
[77] few,fast
[77] fast,paced
[77] paced,develpmt

Top Word Pairs in Tweet in G9:
[20] mikehudema,7th
[20] 7th,week
[20] week,row
[20] row,thousands
[20] thousands,young
[20] young,people
[20] people,brussels
[20] brussels,walking
[20] walking,out
[20] out,class

Top Word Pairs in Tweet in G10:
[62] making,india
[61] look,forward
[61] forward,making
[41] eam,sushmaswaraj
[32] third,largest
[32] largest,economy
[30] trillion,dollar
[30] dollar,economy
[29] india,ten
[29] ten,trillion

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@realdonaldtrump
@sunrisemvmt
@brianschatz
@benshapiro
@koraorganics
@piyushgoyal
@neversassylaura
@option__b
@cmclymer

Top Replied-To in G1:
@pmoindia

Top Replied-To in G5:
@brianschatz
@ari_mir
@thedisproof
@dellcam

Top Replied-To in G6:
@aoc
@sunrisemvmt
@cmclymer
@option__b
@jefflinduska
@_waleedshahid
@skaye
@rjjohannson
@gingerhads
@khill82758

Top Replied-To in G7:
@jay_schaeffer12
@kamalaharris

Top Replied-To in G9:
@amandaray02
@amazingchevvolt
@ketanj0
@mikegatto

Top Replied-To in G10:
@piyushgoyal
@narendramodi
@jhasanjay
@rupasubramanya

Top Mentioned
Top Mentioned in Entire Graph:
@pmoindia
@charliekirk11
@mikehudema
@berniesanders
@kamalaharris
@gretathunberg
@gurmeetramrahim
@mssandraguzman
@iempress_1
@modifiedtamilan

Top Mentioned in G1:
@pmoindia
@yogigovtupdates
@narendramodi
@cmforgujarat
@cmo_gujarat

Top Mentioned in G2:
@charliekirk11
@bradwall306
@cdhoweinstitute

Top Mentioned in G3:
@ognigroup
@ume_kyd
@molesuk
@geordiedodke
@allan_crawshaw
@charlesfrize
@nottify111
@russ_warrior
@splittytravel

Top Mentioned in G4:
@berniesanders
@mssandraguzman
@aoc
@mikehudema
@watertrends
@zawya
@kamalaharris
@johniadarola

Top Mentioned in G5:
@mikehudema
@gretathunberg
@brianschatz
@baseickhout
@skakeller
@kevin_faulconer
@clutter
@softbank
@sequoia
@atomico

Top Mentioned in G6:
@aoc
@senfeinstein
@sunrisemvmt
@senmarkey
@_waleedshahid
@matthewstoller
@a99barnsey
@brokedaytrader
@cmclymer
@manning4uscong

Top Mentioned in G7:
@kamalaharris
@kelly_ramona
@jay_schaeffer12
@newsmasscentral

Top Mentioned in G8:
@iempress_1
@modifiedtamilan
@pmoindia
@biswajitroy2009
@achintiyah
@amitkalraj
@india_policy
@hemantlodha

Top Mentioned in G9:
@mikehudema
@g
@jackthelad1947
@amazingchevvolt
@seth_leitman
@jellsmoor
@arikring
@netsy01
@jukkapseppl
@aqualyra

Top Mentioned in G10:
@meaindia
@sushmaswaraj
@narendramodi
@amitkalraj
@moonriver365
@raisinadialogue
@pmoindia
@rajksinghindia
@erna_solberg
@anderssamuelsen

Top Tweeters
Top Tweeters in Entire Graph:
@ns_online
@environmentguru
@jurylady5
@lennaleprena
@ranaalikash
@charlesfrize
@zyiteblog
@cloudwanderer3
@hassan_k82
@independent

Top Tweeters in G1:
@ibhagwa_n
@n2r3ndr2
@rajendr76194898
@ssharma68
@happanarinder
@manesha76
@debdip00
@aditya5bahl
@viralvm69
@hariyanekachora

Top Tweeters in G2:
@miller_gwen
@toby_dorena
@riwired
@ronjellison
@magannohate
@justonepatriot
@dserayes
@growingaway
@gamiliell
@omentando

Top Tweeters in G3:
@ranaalikash
@charlesfrize
@zyiteblog
@engineersday
@itsforhome
@sugarwaterradio
@iconjurer
@liquidskydesign
@rvp
@ecointernetdrgb

Top Tweeters in G4:
@aburadakos
@rjber15
@davidlance3
@b1e56df9ce6549f
@gleekamber
@katalin_pota
@kadambpd
@veggie64_leslie
@btilert
@llarks

Top Tweeters in G5:
@blubdha
@aine
@gadflyquebec
@manupuall
@women4acause
@moisturevapor8r
@londonerabroad
@pia_purzella
@benoit_gregory
@my_observation

Top Tweeters in G6:
@myplace4u
@inspiteoftrump
@bbusa617
@puestoloco
@kristadb1
@geewhiz__
@armandodkos
@riotwomennn
@saintsluggo
@berniedoesit

Top Tweeters in G7:
@winterthur
@mjohnso27
@mstepczyk
@angelakrebs444
@painter87048
@rm1268
@pgmckim
@glangendorf01
@wasregan
@tckalways

Top Tweeters in G8:
@mithu796311
@dhruvbhim
@agrwal_akhil
@harishk04131926
@alokdubey1408
@vikas1689
@akshaychandorka
@desertfox61i
@avinash_mailme
@rahul9262514

Top Tweeters in G9:
@jurylady5
@normanbuffong
@btzmedina
@msmwatchdog2013
@cberrl
@business
@johnlundin
@mlczone
@ollivier_yves
@morgfair

Top Tweeters in G10:
@ramsabjym
@dr_ram_official
@chintanvedant
@neeta_pankaj
@ajaykushwaha_
@veerlotus
@manojhindustni
@prakash12joshi
@avichal_mishra
@anandvisen1


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