(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction), Twitter, 7/24/2019 4:59:44 PM, 204988


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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 24, 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/2MckSnE
@repdancrenshaw
@mikehudema
@realdonaldtrump
@anilns425
@senjeffmerkley
@all100senators
@sen_joemanchin
@kirbsidebrewing
@noodleepoodlee1

Description:
Description
The graph represents a network of 6,102 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 Wednesday, 24 July 2019 at 09:23 UTC.

The requested start date was Sunday, 21 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 2-day, 8-hour, 59-minute period from Thursday, 18 July 2019 at 14:58 UTC to Saturday, 20 July 2019 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 : 6102
Unique Edges : 6781
Edges With Duplicates : 579
Total Edges : 7360
Number of Edge Types : 3
Mentions : 6352
Replies to : 399
Tweet : 609
Self-Loops : 609
Reciprocated Vertex Pair Ratio : 0.0128809299403079
Reciprocated Edge Ratio : 0.0254342431761787
Connected Components : 794
Single-Vertex Connected Components : 292
Maximum Vertices in a Connected Component : 3560
Maximum Edges in a Connected Component : 4594
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.660052
Graph Density : 0.000173201560468699
Modularity : 0.858684
NodeXL Version : 1.0.1.417

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[86] https://www.dnaindia.com/node/2773804
[21] https://www.business-standard.com/article/economy-policy/india-aims-to-achieve-renewable-energy-target-of-260-gw-by-2024-official-119071900538_1.html
[21] https://trib.al/2KbTOoe
[16] http://usdebtclock.org
[11] http://www.uniindia.com/india-s-voice-as-a-large-reliable-energy-consuming-nation-is-heard-with-respect-pradhan/business-economy/news/1671096.html#.XTKU5Rg1sdQ.twitter
[7] https://economics21.org/inconvenient-realities-new-energy-economy
[7] https://www.policyschool.ca/research-teaching/energy-and-environment/canadiannortherncorridor/
[6] https://longhairedmusings.wordpress.com/2018/03/10/energy-returned-on-energy-invested-surplus-energy-economics-data-base-seeds-embodied-energy-circular-economy/
[6] https://twitter.com/renew_economy/status/1151983529414160384
[6] https://trib.al/oXxaMoZ

Top URLs in Tweet in G1:
[1] https://crenshaw.house.gov/news/documentsingle.aspx?DocumentID=98

Top URLs in Tweet in G2:
[1] https://twitter.com/FreedomWorks/status/1149429408773619714
[1] https://www.somersetlive.co.uk/news/somerset-news/primary-school-resubmits-application-solar-3104074?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar

Top URLs in Tweet in G3:
[3] https://trib.al/2KbTOoe
[3] https://yourenergyamerica.com/
[2] https://www.financialexpress.com/economy/el-salvador-seeks-indian-investments-artificial-intelligence-security-solar-energy-infra-projects-envoy/1636615/
[2] https://twitter.com/aoc/status/1151868495824642049
[2] https://www.sciencealert.com/scotland-s-wind-turbines-are-now-generating-double-what-its-residents-need
[2] https://www.utilitydive.com/news/report-pittsburgh-could-reduce-carbon-emissions-75-by-2030/558283/
[2] https://www.forbes.com/sites/dipkabhambhani/2019/07/18/u-s-energy-is-hotspot-in-trumps-economy/
[2] https://economictimes.indiatimes.com/industry/energy/oil-gas/iea-revising-oil-demand-growth-forecast-down-on-slowing-economy/articleshow/70282581.cms
[2] https://www.coga.org/tesinsights/panelist-qa
[2] https://www.windalliance.org.au/vic-emissions

Top URLs in Tweet in G4:
[86] https://www.dnaindia.com/node/2773804
[11] http://www.uniindia.com/india-s-voice-as-a-large-reliable-energy-consuming-nation-is-heard-with-respect-pradhan/business-economy/news/1671096.html#.XTKU5Rg1sdQ.twitter
[2] https://www.financialexpress.com/economy/renewable-energy-sector-received-1-5-billion-fdi-in-fy19/1641355/
[1] https://twitter.com/ceewindia/status/1152080780140535811
[1] https://www.financialexpress.com/economy/government-signs-contracts-for-32-hydrocarbon-blocks-under-oalp/1646405/
[1] http://www.pib.nic.in/PressReleaseIframePage.aspx?PRID=1579458
[1] https://www.indiabudget.gov.in/economicsurvey/
[1] http://www.pib.nic.in/PressReleaseIframePage.aspx?PRID=1579458#.XTMvznNg_HU.twitter
[1] https://economictimes.indiatimes.com/news/economy/policy/view-address-the-mineral-imports-malady-in-resource-rich-india/articleshow/67635050.cms
[1] https://www.financialexpress.com/economy/iea-sees-hike-in-indias-renewable-energy-sector-investment/1649412/

Top URLs in Tweet in G5:
[2] https://www.bloomberg.com/opinion/articles/2019-06-07/michael-bloomberg-at-mit-how-to-save-planet-from-climate-change?utm_content=view&utm_medium=social&cmpid%3D=socialflow-twitter-view&utm_source=twitter&utm_campaign=socialflow-organic
[1] https://www.amazon.com/Apollos-Fire-Igniting-Americas-Economy-ebook/dp/B004GTMYSC
[1] https://nowthisoriginals.com/videos/future/how-to-switch-your-city-to-100-renewable-energy
[1] https://www.beyondcarbon.org/
[1] https://twitter.com/JayInslee/status/1152619744651968512
[1] https://www.sheekeydaily.com/article/friday-jul-19/
[1] https://www.climaterealityproject.org/blog/financing-clean-energy-future-all?utm_source=twitter&utm_medium=social&utm_campaign=general
[1] https://www.sfchronicle.com/bayarea/article/Berkeley-becomes-first-U-S-city-to-ban-natural-14102242.php

Top URLs in Tweet in G6:
[3] https://www.cusp.ac.uk/themes/aetw/zero-carbon-sooner/
[1] https://pwc.smh.re/09Ej
[1] https://www.pwc.com/gx/en/issues/economy/global-economy-watch.html
[1] http://neweconomicperspectives.org/2013/12/malign-confusion-growth-economic-growth-degrowth-way-forward-pt-1.html
[1] https://en.wikipedia.org/wiki/Circular_economy
[1] https://twitter.com/eytanlenko/status/1151733748452302848
[1] https://www.cnn.com/2019/07/18/business/europe-economy-lost-decade/index.html
[1] http://www.coilpod.com/
[1] https://www.dezeen.com/2019/04/24/ban-glass-skyscrapers-new-york-green-new-deal-bill-de-blasio-climate-change/
[1] https://twitter.com/ChrisLeslieMP/status/1151806303741841409

Top URLs in Tweet in G7:
[2] https://economics21.org/inconvenient-realities-new-energy-economy
[1] https://www.carbonbrief.org/guest-post-why-german-coal-power-is-falling-fast-in-2019?utm_content=buffer1cf4d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[3] https://www.governor.ny.gov/news/governor-cuomo-executes-nations-largest-offshore-wind-agreement-and-signs-historic-climate
[2] https://www.vox.com/energy-and-environment/2019/6/20/18691058/new-york-green-new-deal-climate-change-cuomo
[2] https://www.sierraclub.org/resist/take-action-grassroots-congressional-visits
[2] https://e2northcarolina.org/
[2] https://thesolutionsproject.org/why-clean-energy/#/map/cities/location/NewOrleans
[1] https://www.baltimoresun.com/opinion/op-ed/bs-ed-op-0716-maryland-climate-20190715-cvgiuar4azhtzfuwogjaaukpzu-story.html
[1] https://www.hcn.org/articles/opinion-public-lands-a-critical-solution-to-climate-change-is-right-here-in-the-west
[1] https://www.politico.com/states/california/story/2019/07/18/new-york-takes-lead-in-climate-change-fight-1107964
[1] https://www.sanders.senate.gov/newsroom/press-releases/sanders-trumps-ignorance-on-climate-change-is-threatening-the-lives-of-our-children-and-future-generations
[1] https://www.politico.com/states/new-york/city-hall/story/2019/07/18/new-york-takes-lead-in-climate-change-fight-1107964

Top URLs in Tweet in G10:
[2] https://www.eia.gov/energyexplained/?page=us_energy_home

Top Domains
Top Domains in Tweet in Entire Graph:
[110] twitter.com
[86] dnaindia.com
[33] trib.al
[23] forbes.com
[21] com.au
[21] business-standard.com
[16] usdebtclock.org
[16] hr-party.jp
[13] medium.com
[13] co.uk

Top Domains in Tweet in G1:
[1] house.gov

Top Domains in Tweet in G2:
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G3:
[35] twitter.com
[8] indiatimes.com
[7] forbes.com
[4] trib.al
[3] com.au
[3] co.uk
[3] yourenergyamerica.com
[2] reuters.com
[2] financialexpress.com
[2] sierraclub.org

Top Domains in Tweet in G4:
[86] dnaindia.com
[11] uniindia.com
[5] twitter.com
[4] financialexpress.com
[2] nic.in
[1] gov.in
[1] indiatimes.com
[1] blogspot.com
[1] newsbharati.com

Top Domains in Tweet in G5:
[2] bloomberg.com
[1] amazon.com
[1] nowthisoriginals.com
[1] beyondcarbon.org
[1] twitter.com
[1] sheekeydaily.com
[1] climaterealityproject.org
[1] sfchronicle.com

Top Domains in Tweet in G6:
[3] ac.uk
[3] twitter.com
[2] pwc.com
[1] smh.re
[1] neweconomicperspectives.org
[1] wikipedia.org
[1] cnn.com
[1] coilpod.com
[1] dezeen.com

Top Domains in Tweet in G7:
[2] economics21.org
[1] carbonbrief.org

Top Domains in Tweet in G8:
[3] vox.com
[3] ny.gov
[3] twitter.com
[2] sierraclub.org
[2] politico.com
[2] e2northcarolina.org
[2] thesolutionsproject.org
[1] baltimoresun.com
[1] hcn.org
[1] senate.gov

Top Domains in Tweet in G10:
[2] eia.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[358] renewables
[98] energy
[56] iran
[47] oil
[44] economy
[37] toowoomba
[32] greennewdeal
[28] noonhb6
[26] climatechange
[23] cleanenergy



Top Hashtags in Tweet in G2:
[330] renewables
[5] greennewdeal
[4] solar
[1] actonclimate
[1] climate
[1] energy
[1] go100re
[1] stoptmx

Top Hashtags in Tweet in G3:
[19] energy
[11] economy
[7] oil
[6] climatechange
[4] oilandgas
[4] supertech
[4] news
[4] economic
[4] economics
[3] emissions

Top Hashtags in Tweet in G4:
[10] energyhorizons
[3] modigovt
[3] energy
[2] economicsurvey2019
[2] energyaccess
[1] energyhorizon2019
[1] leaderspeaks
[1] electrification

Top Hashtags in Tweet in G5:
[2] apollosfire
[1] apollo50th
[1] apollo50
[1] readyfor100
[1] greennewdeal
[1] renewables
[1] energy

Top Hashtags in Tweet in G6:
[5] renewables
[4] climaterisk
[4] hvacr
[4] cooling
[2] zerocarbonsooner
[2] emissions
[2] brexit
[1] postgrowth
[1] energyefficiency
[1] climatechangeact

Top Hashtags in Tweet in G8:
[14] greennewdeal
[5] renewableenergy
[4] renewables
[4] nyactsonclimate
[4] economy
[4] cleanenergy
[3] newyork
[3] clcpa
[3] agriculture
[3] biotech

Top Hashtags in Tweet in G10:
[6] energy
[6] economy
[6] fossilfuels
[3] greennewdeal
[3] global
[2] renewableenergy
[2] thursdaythoughts
[2] sustainability
[1] gnd
[1] istandwithprestrump

Top Words
Top Words in Tweet in Entire Graph:
[6214] Words in Sentiment List#1: Positive
[2813] Words in Sentiment List#2: Negative
[64] Words in Sentiment List#3: Angry/Violent
[120401] Non-categorized Words
[129428] Total Words
[2478] green
[1899] energy
[1609] economy
[1584] clean
[1556] emissions

Top Words in Tweet in G1:
[2203] green
[1102] carbon
[1101] repdancrenshaw
[1101] smarter
[1101] way
[1101] go
[1101] lower
[1101] emissions
[1101] advancing
[1101] capture

Top Words in Tweet in G2:
[330] 98
[330] costa
[330] rica's
[330] power
[330] already
[330] comes
[330] #renewables
[330] half
[330] land
[330] covered

Top Words in Tweet in G3:
[241] energy
[170] economy
[65] emissions
[63] s
[60] future
[58] clean
[56] reduction
[44] more
[34] new
[30] gas

Top Words in Tweet in G4:
[172] dna
[169] dpradhanbjp
[156] energy
[144] economy
[93] indian
[87] political
[86] trust
[86] stability
[86] fatih
[86] birol

Top Words in Tweet in G5:
[112] mikebloomberg
[92] carry
[92] american
[92] spirit
[92] taking
[92] moonshots
[92] explore
[92] space
[92] save
[92] planet

Top Words in Tweet in G6:
[108] carbon
[106] reduction
[100] zero
[98] within
[97] lead
[96] rates
[96] high
[96] enough
[96] both
[96] 2050

Top Words in Tweet in G7:
[5] energy
[3] carbongate
[3] ecosensenow
[3] s
[3] gillesnfio
[3] reduction
[3] emissions
[2] inconvenient
[2] realities
[2] jwspry

Top Words in Tweet in G8:
[84] climate
[64] new
[61] s
[45] ny
[43] energy
[43] nygovcuomo
[42] leadership
[42] community
[41] law
[40] economy

Top Words in Tweet in G9:
[267] t
[134] move
[134] toward
[134] green
[134] economy
[134] leave
[134] american
[134] workers
[134] behind
[134] fight

Top Words in Tweet in G10:
[85] energy
[83] economy
[82] aoc
[46] green
[46] cost
[45] deal
[45] trillion
[44] new
[44] entire
[43] private

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1125] lower,emissions
[1114] carbon,capture
[1110] way,go
[1108] future,green
[1108] clean,cheap
[1107] smarter,way
[1107] go,green
[1107] green,lower
[1107] emissions,advancing
[1107] advancing,carbon

Top Word Pairs in Tweet in G1:
[1101] smarter,way
[1101] way,go
[1101] go,green
[1101] green,lower
[1101] lower,emissions
[1101] emissions,advancing
[1101] advancing,carbon
[1101] carbon,capture
[1101] capture,future
[1101] future,green

Top Word Pairs in Tweet in G2:
[330] 98,costa
[330] costa,rica's
[330] rica's,power
[330] power,already
[330] already,comes
[330] comes,#renewables
[330] #renewables,half
[330] half,land
[330] land,covered
[330] covered,forest

Top Word Pairs in Tweet in G3:
[38] clean,energy
[25] renewable,energy
[24] energy,future
[20] emissions,reduction
[18] u,s
[16] energy,economy
[12] natural,gas
[11] climate,change
[11] carbon,emissions
[11] slowing,economy

Top Word Pairs in Tweet in G4:
[89] indian,economy
[86] trust,indian
[86] economy,political
[86] political,stability
[86] stability,fatih
[86] fatih,birol
[86] birol,dna
[86] dna,dna
[84] dpradhanbjp,trust
[40] 5,trillion

Top Word Pairs in Tweet in G5:
[92] carry,american
[92] american,spirit
[92] spirit,taking
[92] taking,moonshots
[92] moonshots,explore
[92] explore,space
[92] space,save
[92] save,planet
[91] mikebloomberg,carry
[91] planet,climate

Top Word Pairs in Tweet in G6:
[100] zero,carbon
[96] reduction,rates
[96] rates,high
[96] high,enough
[96] enough,both
[96] both,lead
[96] lead,zero
[96] 2050,remain
[96] remain,within
[95] carbon,consumption

Top Word Pairs in Tweet in G7:
[2] inconvenient,energy
[2] energy,realities
[2] realities,jwspry
[2] jwspry,ccdeditor
[2] ccdeditor,carbongate
[2] carbongate,climatismblog
[2] climatismblog,climaterealists
[2] renewable,energy

Top Word Pairs in Tweet in G8:
[39] climate,leadership
[39] leadership,community
[39] community,protection
[39] protection,act
[27] new,york
[23] nygovcuomo,signed
[21] historic,day
[21] day,ny
[21] ny,shout
[21] shout,out

Top Word Pairs in Tweet in G9:
[134] move,toward
[134] toward,green
[134] green,economy
[134] economy,t
[134] t,leave
[134] leave,american
[134] american,workers
[134] workers,behind
[134] behind,fight
[134] fight,climate

Top Word Pairs in Tweet in G10:
[44] green,new
[44] new,deal
[44] economy,energy
[43] aoc,green
[42] deal,seizes
[42] seizes,entire
[42] entire,economy
[42] energy,private
[42] private,property
[42] property,currently

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@realdonaldtrump
@realjuliasong
@senatemajldr
@sensanders
@berniesanders
@stephenking
@rmp_utah
@pacificpower_or
@tagruber

Top Replied-To in G1:
@repdancrenshaw

Top Replied-To in G2:
@noahpinion

Top Replied-To in G5:
@jayinslee
@jaredleopold
@mikebloomberg
@climatereality

Top Replied-To in G6:
@tav_assoli
@nyclimate
@revkin
@goddamittromney
@stratfan79
@geoffbeacon

Top Replied-To in G7:
@sherloc10168034
@toimatom
@jsegor
@mtobis
@gordonburton

Top Replied-To in G8:
@sensanders
@sierraclubmd
@nytclimate
@jomicheii
@algore

Top Replied-To in G10:
@aoc
@rumint79
@ilhanmn
@27_dollars
@mprnews
@kellengallagher
@okieeagle411
@politibunny
@pathto100renew
@earthovershoot

Top Mentioned
Top Mentioned in Entire Graph:
@repdancrenshaw
@mikehudema
@dpradhanbjp
@maziehirono
@mikebloomberg
@dwallacewells
@dna
@realdonaldtrump
@aoc
@amb_yakovenko

Top Mentioned in G1:
@repdancrenshaw

Top Mentioned in G2:
@mikehudema
@saikatc
@craigbennett3
@noahpinion

Top Mentioned in G3:
@dickorek
@e4carolinas
@publichealthbio
@ajaykumaragupt1
@yecaction
@justsharesonaim
@zapaman
@allentien

Top Mentioned in G4:
@dpradhanbjp
@dna
@narendramodi
@ceewindia
@pib_india
@mib_india
@dpr
@pmoindia
@ceew
@piyushgoyal

Top Mentioned in G5:
@mikebloomberg
@jayinslee
@techcrunch
@ksheekey
@beyondcarbon
@fri4futuresea
@seat
@gregmepstein
@amazon
@mcyotha

Top Mentioned in G6:
@dwallacewells
@donmacca
@mikehudema
@pwc
@howarth_cornell
@heidihutner
@energydialogue
@extinctionr
@cusp_uk
@proftimjackson

Top Mentioned in G7:
@carbongate
@ecosensenow
@gillesnfio
@jwspry
@ccdeditor
@climatismblog
@climaterealists
@jamesdelingpole
@medbennett
@nikolovscience

Top Mentioned in G8:
@nygovcuomo
@sierraclub
@nyserda
@abartontweets
@rev4ny
@nature_ny
@m_jfrench
@e2org
@alannahmac
@mikehudema

Top Mentioned in G9:
@maziehirono

Top Mentioned in G10:
@aoc
@docryanbean1
@ilhanmn
@economyrealitic
@earthovershoot
@repkatiehill
@dweaver6
@beckybuck
@conard_the_best
@pointillist9

Top Tweeters
Top Tweeters in Entire Graph:
@yuuji_k1
@alllibertynews
@jurylady5
@phildecarolis
@environmentguru
@gidi_traffic
@honeymoongondol
@pennystocksmomo
@saragomezaranci
@itsforhome

Top Tweeters in G1:
@_santa_barbara
@quicksilver2723
@lyn1350
@cheri_kentucky
@mzee26
@holmesdonna1
@danaboos3
@r98250729
@wetfeathers
@sistertoldjah

Top Tweeters in G2:
@jurylady5
@bwolmers
@oasismountain
@marcvegan
@zebrafinch
@emgfind
@celerycaraway
@noahpinion
@stephanbraun81
@baileypittipat

Top Tweeters in G3:
@itsforhome
@finanzlinkscom
@hedgebz
@biedexcom
@andyvermaut
@allentien
@bearmanshannon
@vichalhey
@theiot
@edwardslea2008

Top Tweeters in G4:
@mohitsmartlove
@dna
@financialxpress
@rakesh25182
@pib_india
@aksinhaster
@bjp4india
@drsanjaypsahoo
@utsavpurohit4
@drsbmantribjp

Top Tweeters in G5:
@therezafontoura
@axxisonmargaret
@vfw_vet
@techcrunch
@csilberman70
@timg33
@nowthisnews
@thadcollins
@mark1107
@ed_averill

Top Tweeters in G6:
@saragomezaranci
@glynmoody
@darylgibson
@tominwindsor
@hexaflexagon
@michaelscally
@jonehecht
@noahsarkcrew
@jricole
@choikepurun

Top Tweeters in G7:
@eddarrell
@latinmass9876
@tokyo_tom
@euphoriceuler
@carbongate
@tan123
@jamesdoss50
@noturbine
@craigthomler
@jwspry

Top Tweeters in G8:
@paxnostrum
@jennyfear666
@lltwing
@leftonmain
@actuallyanansi
@dwilliams1001
@shiffrinjoyce
@sierraclub
@dtdelosh
@katie_honan

Top Tweeters in G9:
@nhdogmom
@79topper
@freespeak3
@debr3322
@jhcpw
@queenymom
@aschettino
@craigmatsuda
@garychun
@gmarie55

Top Tweeters in G10:
@politibunny
@latimes
@nytopinion
@bopinion
@mprnews
@karmageddon67
@ericlo
@stevebartin
@thro_e
@conservativma


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