(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction), Twitter, 5/12/2019 9:54:00 AM, 196538


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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:
May 12, 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/2HuHbRx
@tedlieu
@repdancrenshaw
@johngib28171194
@jayinslee
@michaelm_act
@butcherbird
@senmarkey
@cindy18741717
@zalisteggall
@grogsgamut

To

Description:
Description
The graph represents a network of 5,700 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 Sunday, 12 May 2019 at 09:23 UTC.

The requested start date was Sunday, 12 May 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 1-day, 21-hour, 4-minute period from Friday, 10 May 2019 at 02:05 UTC to Saturday, 11 May 2019 at 23:10 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 : 5700
Unique Edges : 6240
Edges With Duplicates : 347
Total Edges : 6587
Number of Edge Types : 3
Mentions : 5912
Tweet : 443
Replies to : 232
Self-Loops : 443
Reciprocated Vertex Pair Ratio : 0.0045120320855615
Reciprocated Edge Ratio : 0.00898353019464315
Connected Components : 560
Single-Vertex Connected Components : 173
Maximum Vertices in a Connected Component : 3992
Maximum Edges in a Connected Component : 4851
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 5.023146
Graph Density : 0.00018504323627106
Modularity : 0.840271
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[75] https://www.abc.net.au/news/2019-05-09/climate-change-could-wipe-571b-off-property-values/11096768
[14] https://www.bloomberg.com/news/articles/2019-05-10/germany-risks-blackouts-next-decade-with-speedy-coal-exit
[9] https://climateindex.org/climate-change-index/
[6] https://www.rateitgreen.com/green-building-community/discussions/sustainable-building-communities/top-companies-are-pushing-for-100-percent-renewable-energy/3169
[5] https://globaloilandgastrading.com/
[4] https://twitter.com/MaryHeglar/status/1126581326780538887
[4] http://www.coilpod.com/purchase-coilpod
[4] https://www.technologyreview.com/s/413127/stimulating-green-energy/
[3] https://www.theglobeandmail.com/report-on-business/industry-news/energy-and-resources/green-energy-sector-jobs-surpass-oil-sand-employment-total/article21859169/
[3] https://www.greentech-news.org/china-and-argentina-work-towards-clean-energy-future/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G1:
[1] https://twitter.com/EricLiptonNYT/status/1127064361225289728

Top URLs in Tweet in G2:
[3] https://thehill.com/blogs/congress-blog/economy-budget/440762-support-us-energy-trade-by-approving-usmca
[1] https://thehill.com/blogs/congress-blog/economy-budget/440762-support-us-energy-trade-by-approving-usmca?amp&__twitter_impression=true
[1] https://thehill.com/blogs/congress-blog/economy-budget/440762-support-us-energy-trade-by-approving-usmca#.XNbkqAySi24.twitter

Top URLs in Tweet in G3:
[2] https://www.dataforprogress.org/blog/a-call-to-action-for-a-climate-conservation-corps
[1] https://grist.org/article/1-in-5-americans-now-live-in-places-committed-to-100-clean-power/
[1] https://www.jayinslee.com?utm_source=twitter&utm_medium=social&utm_campaign=general
[1] https://insideclimatenews.org/news/07052019/100-percent-clean-energy-map-inslee-washington-california-puerto-rico
[1] https://www.governor.wa.gov/news-media/inslee-announces-opposition-two-gas-projects-washington
[1] https://www.commondreams.org/views/2019/05/08/save-planet-good-union-jobs
[1] https://twitter.com/govinslee/status/1126281870914646016
[1] https://thehill.com/opinion/energy-environment/442525-nuclear-should-complement-wind-and-solar-not-compete?amp&__twitter_impression=true
[1] https://twitter.com/ChantalHbert/status/1126914912268238849

Top URLs in Tweet in G4:
[1] https://www.cnbc.com/2019/05/09/solar-installations-in-us-exceed-2-million-and-could-double-by-2023.html
[1] http://kirillklip.blogspot.com/2019/04/building-green-energy-metals-royalty.html
[1] http://kirillklip.blogspot.com/2019/04/life-after-oil-and-energy-security.html#.XLbJ7aiAb-A.twitter
[1] http://kirillklip.blogspot.com/2019/05/green-energy-metals-and-revolution.html#.XNA6mliusDg.twitter
[1] https://twitter.com/bcsc_info/status/1126509773065605120
[1] https://www.opb.org/news/article/methanol-plant-kalama-washington-jay-inslee-oppose/
[1] https://www.sierraclub.org/sierra/2019-3-may-june/executive-director/vision-for-our-best-america?utm_source=twitter&utm_campaign=sierramag&utm_medium=social
[1] https://www.sierraclub.org/sierra/2019-3-may-june/faces-clean-energy/solar-heating-for-low-income-folks-too?utm_source=twitter&utm_campaign=sierramag&utm_medium=social
[1] https://www.latimes.com/politics/la-na-pol-trump-central-california-oil-gas-drilling-expansion-20190509-story.html

Top URLs in Tweet in G5:
[73] https://www.abc.net.au/news/2019-05-09/climate-change-could-wipe-571b-off-property-values/11096768
[1] https://twitter.com/James_Stacey_/status/1126713390603198466
[1] https://thenewdaily.com.au/news/election-2019/2019/05/10/clive-palmer-coolum-resort/?utm_source=Adestra&utm_medium=email&utm_campaign=Saturday%20News%20-%2020190511
[1] https://reneweconomy.com.au/labor-to-remove-coalitions-climate-fig-leaf-push-funds-to-clean-energy-31452/
[1] https://www.smh.com.au/business/the-economy/esco-pacific-wins-approval-for-new-100-megawatt-solar-farm-in-nsw-20190509-p51lo3.html
[1] https://twitter.com/phbarratt/status/1126782561886265344

Top URLs in Tweet in G6:
[7] https://climateindex.org/climate-change-index/
[3] https://www.technologyreview.com/s/413127/stimulating-green-energy/
[3] https://www.inc.com/peter-economy/want-more-mental-energy-at-work-science-says-do-these-4-things.html
[3] https://www.greentech-news.org/china-and-argentina-work-towards-clean-energy-future/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.eremnews.com/economy/energy/1806299
[2] https://trib.al/yh9Tqby
[2] http://tass.com/economy/1057749
[2] https://www.psegpoweringprogress.com/clean-energy-future/
[2] https://twitter.com/BernieSanders/status/1126899050555564032
[2] https://www.newnrgeconomy.ca/our-stories-1/2019/5/8/carbon-neutral-neighbourhood-in-edmonton?fbclid=IwAR3Ha6YEYW899giJ_x-hxVU5_IbJbX-IyFfodQ864bpB669SDto3VP-0wuM

Top URLs in Tweet in G7:
[1] https://www.amazon.com/Energy-Barons-Dru-Kristenev/dp/0615647596/ref=sr_1_6/154-3360454-1969702?s=books&ie=UTF8&qid=1471892104&sr=1-6&keywords=a.+dru+kristenev
[1] https://youtu.be/KlxR1Bq7MwU
[1] https://twitter.com/mikehudema/status/1127246928226467841

Top URLs in Tweet in G8:
[6] https://www.rateitgreen.com/green-building-community/discussions/sustainable-building-communities/top-companies-are-pushing-for-100-percent-renewable-energy/3169
[5] https://globaloilandgastrading.com/
[3] https://www.sierraclub.org/press-releases/2019/05/sierra-club-s-beyond-coal-campaign-reaches-major-milestones
[3] https://foe.org/news/200-groups-urge-senate-oppose-european-fossil-fuel-promotion-bill/
[3] https://www.ef.org/story/pennsylvania-moms-demand-a-clean-energy-future/
[3] https://www.nrdc.org/resources/california-stars-lighting-way-clean-energy-future
[2] http://www.subcontractsindia.com/wind-energy.html
[1] https://www.bloomberg.com/news/articles/2019-05-09/new-york-to-kill-state-s-last-coal-plants-with-an-emissions-rule
[1] https://www.presspubs.com/shoreview/opinion/letters_to_the_editor/letters-to-the-editor/article_caba2918-6089-11e9-80e0-4ba4f5931b59.html
[1] https://energyinnovationact.org/

Top URLs in Tweet in G9:
[1] https://twitter.com/CA_Latest/status/1126629488811360256
[1] https://twitter.com/CA_Latest/status/1126620908888547328
[1] https://www.climatecouncil.org.au/resources/compound-costs-how-climate-change-damages-australias-economy

Top URLs in Tweet in G10:
[1] https://www.gndforeurope.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[76] net.au
[71] twitter.com
[15] bloomberg.com
[14] com.au
[9] climateindex.org
[9] co.uk
[7] theglobeandmail.com
[7] bit.ly
[7] thehill.com
[7] forbes.com

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

Top Domains in Tweet in G2:
[5] thehill.com

Top Domains in Tweet in G3:
[2] twitter.com
[2] dataforprogress.org
[1] grist.org
[1] jayinslee.com
[1] insideclimatenews.org
[1] wa.gov
[1] commondreams.org
[1] thehill.com

Top Domains in Tweet in G4:
[3] blogspot.com
[2] sierraclub.org
[1] cnbc.com
[1] twitter.com
[1] opb.org
[1] latimes.com

Top Domains in Tweet in G5:
[73] net.au
[3] com.au
[2] twitter.com

Top Domains in Tweet in G6:
[25] twitter.com
[7] climateindex.org
[5] technologyreview.com
[3] theguardian.com
[3] eremnews.com
[3] inc.com
[3] greentech-news.org
[2] business-standard.com
[2] theglobeandmail.com
[2] facebook.com

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

Top Domains in Tweet in G8:
[6] rateitgreen.com
[5] globaloilandgastrading.com
[4] twitter.com
[4] ef.org
[3] sierraclub.org
[3] foe.org
[3] nrdc.org
[3] subcontractsindia.com
[1] bloomberg.com
[1] presspubs.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] org.au

Top Domains in Tweet in G10:
[1] gndforeurope.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] energy
[64] economy
[44] climatechange
[30] auspol
[23] co2
[23] cleanenergy
[22] renewableenergy
[20] greennewdeal
[19] innovation
[19] environment



Top Hashtags in Tweet in G1:
[1] saturdaymorning

Top Hashtags in Tweet in G2:
[1] 2020election
[1] trumptrade

Top Hashtags in Tweet in G3:
[9] ourmoment
[2] climatecorps
[1] greennewdeal
[1] sciencematters
[1] climateactionnow
[1] climateemergency
[1] govjayinsleepotus2020

Top Hashtags in Tweet in G4:
[8] china
[7] newenergyplan
[5] lithium
[4] robots
[4] volkswagen
[4] revolution
[3] energy
[2] miningallianceoftrust
[2] ganfeng
[2] tesla

Top Hashtags in Tweet in G5:
[4] auspol
[2] ausvotes
[1] vote1yates
[1] climateelection
[1] kooyongvotes
[1] warringahvotes
[1] ausvote2019
[1] alp
[1] emissions
[1] food

Top Hashtags in Tweet in G6:
[20] economy
[15] energy
[15] brexit
[7] cleanenergy
[7] climatechangeindex
[7] climatefriday
[5] climatechange
[5] renewable
[4] future
[4] emissions

Top Hashtags in Tweet in G7:
[4] canada
[1] cleancoal
[1] greatread
[1] info
[1] solutions
[1] facts
[1] alberta
[1] betteroffwithrachel
[1] regressiveconservatives
[1] stoplamucoal

Top Hashtags in Tweet in G8:
[18] renewableenergy
[12] economy
[10] environment
[9] sustainability
[8] business
[7] energy
[6] carbon
[6] greenbiz
[6] parisagreement
[5] beyondcoal

Top Hashtags in Tweet in G9:
[1] parisagreement
[1] ausvotes2019
[1] auspol
[1] ausvotes
[1] climate
[1] 60mins
[1] 9news
[1] 7news
[1] abc730
[1] climatechange

Top Words
Top Words in Tweet in Entire Graph:
[9146] Words in Sentiment List#1: Positive
[2054] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[121297] Non-categorized Words
[132497] Total Words
[4192] coal
[2612] energy
[1603] more
[1491] s
[1374] families

Top Words in Tweet in G1:
[3981] coal
[1327] more
[1327] evidence
[1327] below
[1327] coming
[1327] back
[1327] compete
[1327] cheaper
[1327] cleaner
[1327] energy

Top Words in Tweet in G2:
[1118] keep
[1116] repdancrenshaw
[1106] trade
[1103] s
[1102] m
[1102] happy
[1102] up
[1102] pressure
[1102] china
[1102] respect

Top Words in Tweet in G3:
[505] jayinslee
[500] climate
[457] change
[359] need
[358] urgent
[358] crisis
[358] 'middle
[358] ground'
[358] approaches
[358] half

Top Words in Tweet in G4:
[182] energy
[179] clean
[168] transition
[156] 2
[156] million
[156] solar
[156] installations
[156] huge
[156] milestone
[156] 100

Top Words in Tweet in G5:
[113] future
[113] proof
[91] climate
[80] more
[78] economy
[75] change
[74] environment
[73] responsible
[73] policies
[73] t

Top Words in Tweet in G6:
[164] energy
[89] economy
[45] s
[43] clean
[37] more
[33] emissions
[32] reduction
[31] renewable
[26] future
[22] carbon

Top Words in Tweet in G7:
[24] energy
[18] economy
[9] need
[7] jkenney
[7] coal
[6] more
[5] join
[5] rln_nelson
[5] altus_arc
[5] clean

Top Words in Tweet in G8:
[96] coal
[58] new
[57] nygovcuomo
[57] york
[56] plants
[56] energy
[54] power
[52] great
[51] see
[51] moving

Top Words in Tweet in G9:
[52] reduction
[50] emissions
[43] excellent
[43] parties
[39] graph
[39] outline
[39] proposing
[39] highlights
[38] grogsgamut
[38] ca

Top Words in Tweet in G10:
[69] climate
[68] calling
[68] green
[68] new
[68] deal
[68] europe
[68] confront
[68] crisis
[68] provide
[68] decent

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1350] coming,back
[1349] more,evidence
[1349] evidence,below
[1349] below,coal
[1349] coal,coming
[1349] back,coal
[1349] coal,compete
[1349] compete,cheaper
[1349] cheaper,cleaner
[1349] cleaner,energy

Top Word Pairs in Tweet in G1:
[1327] more,evidence
[1327] evidence,below
[1327] below,coal
[1327] coal,coming
[1327] coming,back
[1327] back,coal
[1327] coal,compete
[1327] compete,cheaper
[1327] cheaper,cleaner
[1327] cleaner,energy

Top Word Pairs in Tweet in G2:
[1102] m,happy
[1102] happy,keep
[1102] keep,up
[1102] up,pressure
[1102] pressure,china
[1102] china,respect
[1102] respect,trade
[1102] trade,s
[1102] s,time
[1102] time,remove

Top Word Pairs in Tweet in G3:
[457] climate,change
[358] change,urgent
[358] urgent,crisis
[358] crisis,'middle
[358] 'middle,ground'
[358] ground',approaches
[358] approaches,half
[358] half,measures
[358] measures,cut
[358] cut,need

Top Word Pairs in Tweet in G4:
[156] 2,million
[156] million,solar
[156] solar,installations
[156] installations,huge
[156] huge,milestone
[156] milestone,transition
[156] transition,100
[156] 100,clean
[156] clean,renewable
[156] renewable,energy

Top Word Pairs in Tweet in G5:
[75] climate,change
[73] future,proof
[73] proof,economy
[73] economy,environment
[73] environment,responsible
[73] responsible,climate
[73] change,policies
[72] zalisteggall,future
[72] policies,t
[40] joshfrydenberg,more

Top Word Pairs in Tweet in G6:
[31] clean,energy
[28] renewable,energy
[18] energy,economy
[14] #brexit,#economy
[11] learn,more
[10] carbon,emissions
[10] emissions,reduction
[8] energy,future
[8] 2,million
[7] co2,emissions

Top Word Pairs in Tweet in G7:
[5] clean,energy
[4] jkenney,sunniest
[4] sunniest,province
[4] province,#canada
[4] #canada,maybe
[4] maybe,good
[4] good,energy
[4] energy,idea
[4] idea,help
[4] help,diversify

Top Word Pairs in Tweet in G8:
[57] new,york
[50] great,see
[50] see,nygovcuomo
[50] nygovcuomo,fulfill
[50] fulfill,goal
[50] goal,ending
[50] ending,coal
[50] coal,burning
[50] burning,power
[50] power,plants

Top Word Pairs in Tweet in G9:
[49] emissions,reduction
[39] excellent,graph
[39] graph,outline
[39] outline,parties
[39] parties,proposing
[39] proposing,emissions
[39] reduction,highlights
[38] grogsgamut,excellent
[38] highlights,ca
[6] reduction,target

Top Word Pairs in Tweet in G10:
[68] calling,green
[68] green,new
[68] new,deal
[68] deal,europe
[68] europe,confront
[68] confront,climate
[68] climate,crisis
[68] crisis,provide
[68] provide,decent
[68] decent,future

Top Replied-To
Top Replied-To in Entire Graph:
@cathmckenna
@berniesanders
@realdonaldtrump
@michaelemann
@bethanyherwegh
@justintrudeau
@nytimes
@zazajdh
@aoc
@masquer08er

Top Replied-To in G3:
@jayinslee
@duckboy74

Top Replied-To in G4:
@jay_r_underhay
@kamalaharris

Top Replied-To in G5:
@_oliver_yates
@joshfrydenberg
@simonbankshb
@margokingston1
@mrmadrigal1
@alexbhturnbull

Top Replied-To in G7:
@barbarajdurkin
@albertansfirst
@jkenney
@johnfurrtoronto
@ws_llc
@charlesdarwintx
@climatearticles
@dbater2
@cathmckenna
@senschumer

Top Replied-To in G8:
@magicvalleycomp
@nrdc
@cenkuygur
@foe_us

Top Replied-To in G9:
@zsrenn
@michaelmaus6

Top Mentioned
Top Mentioned in Entire Graph:
@tedlieu
@repdancrenshaw
@jayinslee
@senmarkey
@zalisteggall
@gndforeurope
@nygovcuomo
@mikebloomberg
@joshfrydenberg
@grogsgamut

Top Mentioned in G1:
@tedlieu
@realdonaldtrump

Top Mentioned in G2:
@repdancrenshaw
@tedlieu

Top Mentioned in G3:
@jayinslee
@32bjseiu
@tedlieu
@blkahn
@standearth
@jessejenkins
@jkenney
@alberta_ucp
@ucpcaucus
@cpc_hq

Top Mentioned in G4:
@senmarkey
@jayinslee
@sierra_magazine
@kirillklip
@tedlieu
@tesla
@bcsc_info
@calebheeringa
@sierraclub
@gavinnewsom

Top Mentioned in G5:
@zalisteggall
@joshfrydenberg
@_oliver_yates
@robstokesmp
@murpharoo
@turnbullmalcolm
@michaelm_act
@christinemilne
@smh
@jayinslee

Top Mentioned in G6:
@lynwoodtalks
@dexentralize
@gcitytimes
@addfieldltd

Top Mentioned in G7:
@jkenney
@rln_nelson
@altus_arc
@sylviad32911201
@glinch72
@theclimatehawk
@jamesrider3
@stephen90045069
@dawntj90
@tangomitteckel

Top Mentioned in G8:
@nygovcuomo
@mikebloomberg
@foe_us
@joebiden
@sierraclub
@jayinslee
@nrdc
@there100
@cdp
@yougov

Top Mentioned in G9:
@grogsgamut
@billshortenmp
@ca_latest
@aruptom
@billhareclimate
@putlaborlast
@climatecouncil
@tedlieu
@australianlabor
@tanya_plibersek

Top Mentioned in G10:
@gndforeurope

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@alllibertynews
@immoralreport
@honeymoongondol
@bannerite
@phillip92321
@willseattle
@ecointernetdrgb
@thehill
@1loriking

Top Tweeters in G1:
@missb62
@phillip92321
@1loriking
@sueleugers
@lovetogive2
@princessbravato
@samhainnight
@morgfair
@cherokeenative3
@buffaloon

Top Tweeters in G2:
@ektrit
@quicksilver2723
@k_dubb_80
@r98250729
@danaboos3
@elvisinoregon
@frodo3245
@oldyfan2012
@chelseax05
@realmattcouch

Top Tweeters in G3:
@usdemocrats
@swensonmember
@wellness4you13
@botrublu
@painter_nancy
@heysyd
@netbacker
@nshrubs
@megresistor
@alasscanisback

Top Tweeters in G4:
@willseattle
@amazingchevvolt
@kirillklip
@boandsunny
@lltwing
@evcoc54
@all100senators
@thegopjesus
@gqsmooth981
@kathystricker2

Top Tweeters in G5:
@markplackett1
@daveyk317
@otiose94
@faully33
@mdmabsentminded
@docwsjames
@jaquix173
@smh
@coonavass
@rosfler_fuller

Top Tweeters in G6:
@ecointernetdrgb
@rantoshak
@eremnews
@kenlenkirk
@cecalli_helper
@recriweb
@williammorgan83
@lynwoodtalks
@noznewz_com
@leobiblitz

Top Tweeters in G7:
@carlos_s01
@johnfurrtoronto
@eachus
@yackydoodledndy
@carbongate
@tan123
@tea4gunssc
@stevesgoddard
@regimechangebc
@81i2

Top Tweeters in G8:
@pascorevolution
@tictoc22
@kirrinabarry
@gecko39
@idrobinhood
@perceiver1219
@cleanairmoms
@tlc_cn
@timg33
@lildelain

Top Tweeters in G9:
@laborfail
@kelliekelly23
@spudbenbean
@bradhooperarch
@forthleft2
@jenn1964hussey
@smaccaroo
@nickjatan
@christo45046444
@fluffymason

Top Tweeters in G10:
@dkpolparrot
@bidaultvero1
@berry1952k
@dbastide2
@yearofempress
@krytyka
@tempora_magda
@bexa2004
@carpediem4lifeb
@chartersazevedo


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