(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction), Twitter, 7/8/2019 9:56:21 AM, 202373


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(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (e
(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (e
From:
NodeXLExcelAutomator
Uploaded on:
July 08, 2019
Short Description:
(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction) via NodeXL http://bit.ly/2FZotkU
@realdonaldtrump
@pauledawson
@ejottweet
@profstrachan
@dwilliams1001
@pjogs
@henryk_b_
@profpcdoherty
@christinemilne
@theage

Top has

Description:
Description
The graph represents a network of 5,981 Twitter users whose tweets in the requested range contained "(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 08 July 2019 at 09:23 UTC.

The requested start date was Sunday, 07 July 2019 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, 1-hour, 48-minute period from Wednesday, 03 July 2019 at 22:12 UTC to Sunday, 07 July 2019 at 00:00 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 : 5981
Unique Edges : 7433
Edges With Duplicates : 356
Total Edges : 7789
Number of Edge Types : 3
Mentions : 6929
Tweet : 513
Replies to : 347
Self-Loops : 513
Reciprocated Vertex Pair Ratio : 0.00705915572497529
Reciprocated Edge Ratio : 0.0140193466984439
Connected Components : 647
Single-Vertex Connected Components : 256
Maximum Vertices in a Connected Component : 2517
Maximum Edges in a Connected Component : 4102
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.485543
Graph Density : 0.000199433098904614
Modularity : 0.830405
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[138] https://blog.datawrapper.de/weekly-chart-greenhouse-gas-emissions-climate-crisis/
[31] https://economics21.org/inconvenient-realities-new-energy-economy
[14] https://www.euronews.com/living/2019/07/04/nine-sustainable-economy-startups-aiming-to-clean-up-our-future
[11] https://www.energy.imdea.org/events/2019/intelligent-materials-artificial-photosynthesis-towards-circular-economy
[7] https://www.business-standard.com/article/economy-policy/sitharaman-s-maiden-budget-dashes-hopes-of-renewable-energy-developers-119070600601_1.html
[7] https://www.youtube.com/watch?v=QAXF9MNSOwo

[6] https://grist.org/article/bitcoin-could-cost-us-our-clean-energy-future/
[5] http://www.arabnews.com/node/1521181/business-economy
[5] https://www.theguardian.com/commentisfree/2019/jul/04/enough-climate-nightmare-paint-dream-inequality
[5] https://www.nrcan.gc.ca/science-and-data/data-and-analysis/energy-data-and-analysis/energy-facts/energy-and-economy/20062

Top URLs in Tweet in G1:
[1] https://www.theadvocate.com/baton_rouge/opinion/article_76b8086e-9d9a-11e9-b22e-d39a92b93798.html
[1] https://twitter.com/jwgop/status/1147615896233566213
[1] http://www.topbuzz.com/article/i6710585332825326086?app_id=1106&gid=6710585332825326086&impr_id=6710693211898235141&language=en®ion=us&user_id=6304756145156260867&c=tw
[1] https://www.youtube.com/watch?v=pB6rLhFL-kI&feature=youtu.be

[1] https://twitter.com/realdonaldtrump/status/1147150754911797249

Top URLs in Tweet in G2:
[1] https://economics21.org/inconvenient-realities-new-energy-economy

Top URLs in Tweet in G3:
[1] https://www.indiabudget.gov.in/economicsurvey/

Top URLs in Tweet in G4:
[3] https://www.bbc.co.uk/news/uk-48875361
[2] https://economics21.org/inconvenient-realities-new-energy-economy
[1] https://twitter.com/albertaseparate/status/1147572791551520769
[1] https://trib.al/nWISJat
[1] https://www.cambridge.org/core/journals/mrs-energy-and-sustainability/article/lessons-from-technology-development-for-energy-and-sustainability/2D40F35844FEFEC37FDC62499DDBD4DC/core-reader
[1] https://cen.acs.org/energy/renewables/Recycling-renewables/96/i15
[1] https://www.nei.org/news/2019/nuclear-policymakers-clean-energy-future
[1] https://www.nei.org/news/2019/senate-nuclear-energy-leadership-bill
[1] https://www.nationalgeographic.com/environment/2019/04/alberta-canadas-tar-sands-is-growing-but-indigenous-people-fight-back/
[1] https://business.financialpost.com/feature/innovation-energy-oilsands-step-up-to-take-on-clean-tech-challenge?utm_medium=Social&utm_source=Twitter#Echobox=1562340402

Top URLs in Tweet in G5:
[7] https://economics21.org/inconvenient-realities-new-energy-economy
[3] https://www.euronews.com/living/2019/07/04/nine-sustainable-economy-startups-aiming-to-clean-up-our-future
[2] https://www.manhattan-institute.org/green-energy-revolution-near-impossible
[2] https://www.fastcompany.com/90366185/green-new-deal-100-percent-clean-energy-will-help-economy
[2] https://www.youtube.com/watch?v=Y8G5rK6TkrY&app=desktop

[2] https://www.energy.gov/eere/water/downloads/powering-blue-economy-report
[2] https://www.reuters.com/article/us-china-unionpay-special-report/special-report-how-chinas-official-bank-card-is-used-to-smuggle-money-idUSBREA2B00820140312
[2] https://aws.amazon.com/about-aws/whats-new/2019/07/us-commercial-regions-now-accept-chinese-yuan-payments-from-china-based-customers/
[2] https://www.gov.uk/government/news/big-wins-for-british-businesses-as-vice-premier-hu-chunhua-visits
[2] https://energy.economictimes.indiatimes.com/news/power/pm-modis-post-election-budget-is-a-key-chance-to-spur-a-waning-economy/70083577

Top URLs in Tweet in G6:
[1] https://www.theguardian.com/environment/2019/jul/04/planting-billions-trees-best-tackle-climate-crisis-scientists-canopy-emissions
[1] https://thehill.com/hilltv/rising/451497-climate-scientist-michael-mann-calls-for-world-war-type-mobilization-to-combat
[1] https://www.sfchronicle.com/opinion/openforum/article/Loosening-rules-on-coal-plants-is-bad-for-the-14026591.php

Top URLs in Tweet in G7:
[137] https://blog.datawrapper.de/weekly-chart-greenhouse-gas-emissions-climate-crisis/

Top URLs in Tweet in G8:
[2] https://onestepoffthegrid.com.au/zen-energy-signs-up-to-install-massive-solar-array-at-tonsley-innovation-district/
[1] https://thehill.com/hilltv/rising/451497-climate-scientist-michael-mann-calls-for-world-war-type-mobilization-to-combat
[1] https://www.jayinslee.com/issues/evergreen-economy#ensuring-good-jobs-with-family-supporting-wages-benefits-anchor
[1] https://twitter.com/TeelaResists/status/1147557263554560000
[1] https://fortune.com/2019/07/02/renewable-solar-wind-energy-investment/
[1] https://reneweconomy.com.au/worlds-largest-single-solar-project-now-operational-in-abu-dhabi-10713/
[1] https://calstart.org/calstart-announces-transforming-trucking-leg-goals/
[1] https://www.chargepoint.com/blog/event-highlights-vancouvers-commitment-clean-energy-ev-charging/
[1] https://reneweconomy.com.au/worlds-largest-single-solar-project-now-operational-in-abu-dhabi-10713/?utm_source=RE+Daily+Newsletter&utm_campaign=7a65273801-EMAIL_CAMPAIGN_2019_07_04_04_48&utm_medium=email&utm_term=0_46a1943223-7a65273801-40350333

Top URLs in Tweet in G9:
[3] https://economics21.org/inconvenient-realities-new-energy-economy

Top URLs in Tweet in G10:
[3] https://www.theguardian.com/commentisfree/2019/jul/04/enough-climate-nightmare-paint-dream-inequality
[2] https://economics21.org/inconvenient-realities-new-energy-economy
[1] https://www.theguardian.com/commentisfree/2019/jul/04/enough-climate-nightmare-paint-dream-inequality?CMP=share_btn_tw
[1] https://www.latimes.com/world/europe/la-fg-germany-coal-power-20190126-story.html
[1] https://www.beyondcarbon.org/
[1] https://bit.ly/2KPPyuM
[1] https://www.nbcnews.com/mach/science/without-swift-action-climate-change-heat-waves-could-kill-thousands-ncna1017376
[1] https://www.vox.com/energy-and-environment/2019/7/3/20678520/democratic-debate-2019-climate-change-dnc-questions
[1] https://www.washingtonpost.com/national/health-science/us-greenhouse-gas-emissions-spiked-in-2018--and-it-couldnt-happen-at-a-worse-time/2019/01/07/68cff792-12d6-11e9-803c-4ef28312c8b9_story.html
[1] https://www.biologicaldiversity.org/programs/population_and_sustainability/climate/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[138] datawrapper.de
[75] twitter.com
[36] economics21.org
[17] euronews.com
[16] theguardian.com
[15] davidsuzuki.org
[14] youtube.com
[11] co.uk
[11] imdea.org
[10] business-standard.com

Top Domains in Tweet in G1:
[2] twitter.com
[1] theadvocate.com
[1] topbuzz.com
[1] youtube.com

Top Domains in Tweet in G2:
[1] economics21.org

Top Domains in Tweet in G3:
[1] gov.in

Top Domains in Tweet in G4:
[3] economics21.org
[3] co.uk
[2] nei.org
[2] financialpost.com
[1] twitter.com
[1] trib.al
[1] cambridge.org
[1] acs.org
[1] nationalgeographic.com
[1] citizensclimatelobby.org

Top Domains in Tweet in G5:
[22] twitter.com
[15] davidsuzuki.org
[9] economics21.org
[9] smh.re
[6] euronews.com
[4] co.uk
[3] indiatimes.com
[3] thehill.com
[3] theguardian.com
[3] youtube.com

Top Domains in Tweet in G6:
[1] theguardian.com
[1] thehill.com
[1] sfchronicle.com

Top Domains in Tweet in G7:
[137] datawrapper.de

Top Domains in Tweet in G8:
[4] com.au
[1] thehill.com
[1] jayinslee.com
[1] twitter.com
[1] fortune.com
[1] calstart.org
[1] chargepoint.com

Top Domains in Tweet in G9:
[3] economics21.org

Top Domains in Tweet in G10:
[4] theguardian.com
[2] economics21.org
[1] latimes.com
[1] beyondcarbon.org
[1] bit.ly
[1] nbcnews.com
[1] vox.com
[1] washingtonpost.com
[1] biologicaldiversity.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[487] economicsurvey2019
[75] energy
[61] climateaction
[46] renewables
[43] climateemergency
[43] energytransition
[40] digitalization
[37] budget2019
[36] westernbalkans
[35] climatechange



Top Hashtags in Tweet in G1:
[1] topbuzz
[1] trump2020landslide
[1] winning
[1] tytarmy

Top Hashtags in Tweet in G3:
[482] economicsurvey2019
[1] manmohansingh
[1] solarenergy
[1] budgetfornewindia
[1] budget2019
[1] savemitherearth

Top Hashtags in Tweet in G4:
[24] renewables
[2] albertaseparation
[2] nuclear
[2] climate
[1] nofear
[1] uranium
[1] thorium
[1] repeal140a
[1] cop25
[1] greennewdeal

Top Hashtags in Tweet in G5:
[18] energy
[14] economy
[7] cleanenergy
[7] emissions
[6] climateaction
[6] climatechange
[6] renewableenergy
[5] oil
[4] technology
[4] oilandgas

Top Hashtags in Tweet in G6:
[14] climatechange
[1] fossilfuels
[1] renewable
[1] beyondcoal

Top Hashtags in Tweet in G7:
[1] earth
[1] sustainability
[1] health
[1] economy
[1] environment

Top Hashtags in Tweet in G8:
[48] climateaction
[11] readyforrenewal
[2] sb44
[2] cem10
[2] solar
[1] inslee2020
[1] transformingtrucking
[1] climateemergency
[1] cleanenergy
[1] solarpower

Top Hashtags in Tweet in G10:
[38] climateemergency
[1] renewables
[1] renewable
[1] hyperloopedbikes
[1] euro

Top Words
Top Words in Tweet in Entire Graph:
[4442] Words in Sentiment List#1: Positive
[3432] Words in Sentiment List#2: Negative
[26] Words in Sentiment List#3: Angry/Violent
[116302] Non-categorized Words
[124176] Total Words
[1912] energy
[1596] india
[1554] pm
[1342] economy
[1283] new

Top Words in Tweet in G1:
[1107] realdonaldtrump
[1085] stevescalise
[1083] new
[1081] democrat
[1081] presidential
[1081] candidates
[1080] filled
[1080] hatred
[1080] coming
[1080] orleans

Top Words in Tweet in G2:
[1506] india
[1504] pm
[755] solar
[755] energy
[754] gw
[753] achievement
[753] 20
[753] modi
[752] askanshul
[752] big

Top Words in Tweet in G3:
[486] economy
[484] narendramodi
[483] trillion
[482] #economicsurvey2019
[482] outlines
[482] vision
[482] achieve
[482] 5
[482] depicts
[482] gains

Top Words in Tweet in G4:
[32] economy
[32] half
[30] mikehudema
[29] energy
[26] power
[24] s
[24] 98
[24] costa
[24] rica's
[24] already

Top Words in Tweet in G5:
[197] energy
[143] economy
[71] clean
[47] reduction
[45] future
[44] emissions
[33] s
[32] carbon
[26] renewable
[23] more

Top Words in Tweet in G6:
[185] climate
[171] nature
[171] far
[171] effective
[171] advantageous
[171] way
[171] handle
[171] effects
[171] crisis
[171] reduction

Top Words in Tweet in G7:
[137] makes
[137] scale
[137] co2
[137] reduction
[137] challenge
[137] ahead
[137] very
[137] clear
[136] timoreilly

Top Words in Tweet in G8:
[61] need
[52] world
[50] energy
[49] according
[48] #climateaction
[48] michael
[48] mann
[48] war
[48] type
[48] mobilization

Top Words in Tweet in G9:
[190] costs
[190] store
[96] barrel
[96] oil
[96] equivalent
[95] less
[95] 0
[95] 50
[95] natural
[95] gas

Top Words in Tweet in G10:
[58] s
[50] enough
[48] clean
[46] cities
[45] future
[41] imagine
[41] towns
[40] time
[39] profstrachan
[38] #climateemergency

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1083] presidential,candidates
[1082] democrat,presidential
[1081] candidates,filled
[1081] filled,hatred
[1081] hatred,realdonaldtrump
[1081] realdonaldtrump,coming
[1081] coming,new
[1081] new,orleans
[1081] orleans,sell
[1080] sell,radical

Top Word Pairs in Tweet in G1:
[1081] democrat,presidential
[1081] presidential,candidates
[1080] candidates,filled
[1080] filled,hatred
[1080] hatred,realdonaldtrump
[1080] realdonaldtrump,coming
[1080] coming,new
[1080] new,orleans
[1080] orleans,sell
[1079] sell,radical

Top Word Pairs in Tweet in G2:
[753] 20,gw
[753] gw,solar
[753] solar,energy
[752] big,achievement
[752] achievement,ex
[752] ex,pm
[752] pm,manmohan
[752] manmohan,set
[752] set,target
[752] target,india

Top Word Pairs in Tweet in G3:
[482] #economicsurvey2019,outlines
[482] outlines,vision
[482] vision,achieve
[482] achieve,5
[482] 5,trillion
[482] trillion,economy
[482] economy,depicts
[482] depicts,gains
[482] gains,advancement
[481] narendramodi,#economicsurvey2019

Top Word Pairs in Tweet in G4:
[24] 98,costa
[24] costa,rica's
[24] rica's,power
[24] power,already
[24] already,comes
[24] comes,#renewables
[24] #renewables,half
[24] half,land
[24] land,covered
[24] covered,forest

Top Word Pairs in Tweet in G5:
[51] clean,energy
[33] energy,economy
[23] renewable,energy
[18] emissions,reduction
[17] energy,future
[16] economy,canada
[15] add,voice
[13] climate,change
[13] transition,clean
[10] carbon,economy

Top Word Pairs in Tweet in G6:
[171] nature,far
[171] far,effective
[171] effective,advantageous
[171] advantageous,way
[171] way,handle
[171] handle,effects
[171] effects,climate
[171] climate,crisis
[171] crisis,reduction
[170] bellalack,nature

Top Word Pairs in Tweet in G7:
[137] makes,scale
[137] scale,co2
[137] co2,reduction
[137] reduction,challenge
[137] challenge,ahead
[137] ahead,very
[137] very,clear
[136] timoreilly,makes

Top Word Pairs in Tweet in G8:
[48] #climateaction,according
[48] according,michael
[48] michael,mann
[48] mann,need
[48] need,world
[48] world,war
[48] war,type
[48] type,mobilization
[48] mobilization,means
[48] means,putting

Top Word Pairs in Tweet in G9:
[96] barrel,oil
[95] costs,less
[95] less,0
[95] 0,50
[95] 50,store
[95] store,barrel
[95] oil,equivalent
[95] equivalent,natural
[95] natural,gas
[95] gas,costs

Top Word Pairs in Tweet in G10:
[41] imagine,cities
[41] cities,towns
[41] towns,future
[41] future,clean
[38] enough,#climateemergency
[38] #climateemergency,nightmare
[38] nightmare,s
[38] s,time
[38] time,paint
[38] paint,dream

Top Replied-To
Top Replied-To in Entire Graph:
@pacificpower_or
@stevescalise
@kattavernd
@bettemidler
@cathmckenna
@realdonaldtrump
@scottmorrisonmp
@mark_ivory_2020
@bunnysnack
@gunnersm87

Top Replied-To in G1:
@stevescalise
@realdonaldtrump
@gregshugar
@sarahresister
@mmpadellan
@gopchairwoman
@slay3rwolf313
@dgarr_

Top Replied-To in G2:
@legalkant
@askanshul

Top Replied-To in G3:
@narendramodi

Top Replied-To in G4:
@mikehudema
@tylermeredith
@bopinion
@robcass78
@adoolan34
@matthew10531896
@euphoriceuler
@marcgarneau
@jeastz1
@luciaratisbona

Top Replied-To in G8:
@jayinslee
@chargepointnet
@nikolaiwess

Top Replied-To in G9:
@tarkesteijn

Top Replied-To in G10:
@mliebreich
@greenengineer42
@newenergyherald
@timwilsonmp
@adamscrabble
@constzerger
@profstrachan

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@stevescalise
@askanshul
@narendramodi
@bellalack
@timoreilly
@sebastian_jkt
@murpharoo
@meanwhileincana
@keepcarenewable

Top Mentioned in G1:
@realdonaldtrump
@stevescalise
@paulycham
@saywhen78
@pulte
@hhooversghost
@gynomary
@sarahresister
@breitbartnews
@drpc_1a

Top Mentioned in G2:
@askanshul

Top Mentioned in G3:
@narendramodi
@askanshul
@sarbanandsonwal
@dpradhanbjp

Top Mentioned in G4:
@mikehudema
@albertaseparate
@justintrudeau
@bopinion
@gillesnfio
@tangomitteckel
@saferstone
@euphoriceuler
@martinbrampton
@stewartnial

Top Mentioned in G5:
@dipetane1
@one__unity

Top Mentioned in G6:
@bellalack
@kimperrotta57
@sierraclubmd
@cape_doctors

Top Mentioned in G7:
@timoreilly

Top Mentioned in G8:
@twcurrent
@jayinslee
@climatecouncil
@_sycs_
@renew_economy
@nancyskinnerca
@portantino
@generalelectric
@ecohz
@profpcdoherty

Top Mentioned in G9:
@sebastian_jkt
@wpipperger
@alpsoy66

Top Mentioned in G10:
@profstrachan
@glenpen60
@timwilsonmp
@bloombergnef
@11762mc
@gecko39
@mliebreich
@beyondcarbon
@adamscrabble
@drvox

Top Tweeters
Top Tweeters in Entire Graph:
@belizean_bz
@sectest9
@jurylady5
@isthisab0t
@independent
@ginniasa
@itsforhome
@dclarediane
@cnnnews18
@ecointernetdrgb

Top Tweeters in G1:
@troubleddays
@frlarousse2
@debhiers1
@danaboos3
@ldiamond39
@stips620
@vmpcott
@shellykennisto1
@erengwam
@staythecourse7

Top Tweeters in G2:
@legalkant
@iarunmani
@namo_narayan80
@sanjay_dixit
@arvind291
@swesingh007
@skewedbrain
@sulabh_advait
@gopalbalaji
@ravibagri

Top Tweeters in G3:
@actindia
@apnsatish
@nemityadav1
@anandnama
@pranaypalei02
@roflrudra
@sayvari
@ashutri74
@ihardikshah
@cheku1941

Top Tweeters in G4:
@eddarrell
@rmack2x
@latinmass9876
@emperatriz1827
@nuclear94
@nationalpost
@taxpayers1234
@frygerard
@eachus
@tokyo_tom

Top Tweeters in G5:
@itsforhome
@outli3rthe
@carlesdijous
@hedgeenergy
@jfjabbo
@parvez1
@capecoddaily
@preueth
@diversity__jobs
@techieappy

Top Tweeters in G6:
@ginniasa
@abroadbrush
@unfortunatalie
@chunianello
@whaaf
@tinymattresses
@rockyhud
@bellalack
@messgorough
@saxonthehound

Top Tweeters in G7:
@jeffsonstein
@noahpinion
@gombang
@wildebees
@isensechange
@thisismissem
@tsetiady
@joehas
@lucasoft_co_uk
@uradn

Top Tweeters in G8:
@willseattle
@markburgerenerg
@the_plugseeker
@glosgreen
@impishchimp
@generalelectric
@kmcripn
@petergalvin1_l
@conlee5
@carmenzedler

Top Tweeters in G9:
@sustain05
@sheilaaj
@johnmknox1
@ndh_j_m_f
@petuniasforever
@horstnrw
@richardwjones
@dwarfclone
@burnout_pt
@snakeoilbaron

Top Tweeters in G10:
@thesun
@mikecoulson48
@fedupofpollys
@guytaur
@janer98
@peradventur3
@riskalert
@bigvapingnunga
@jobutlerthomas
@gecko39


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