(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction), Twitter, 4/7/2019 10:13:24 AM, 192879


FAQ | Problem?

(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:
April 07, 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/2KeAqrt
@climatereality
@billshortenmp
@senmarkey
@jackthelad1947
@mzomerz
@magaday1
@scottadamssays
@hakasays
@aoc
@tan123

Top hashtags:


Description:
Description
The graph represents a network of 6,081 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, 07 April 2019 at 09:23 UTC.

The requested start date was Sunday, 07 April 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, 12-hour, 24-minute period from Thursday, 04 April 2019 at 10:47 UTC to Saturday, 06 April 2019 at 23:12 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 : 6081
Unique Edges : 7016
Edges With Duplicates : 449
Total Edges : 7465
Number of Edge Types : 3
Mentions : 6236
Replies to : 480
Tweet : 749
Self-Loops : 749
Reciprocated Vertex Pair Ratio : 0.0110991213195622
Reciprocated Edge Ratio : 0.0219545662448544
Connected Components : 946
Single-Vertex Connected Components : 334
Maximum Vertices in a Connected Component : 2539
Maximum Edges in a Connected Component : 3784
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 10.603487
Graph Density : 0.000177402219164092
Modularity : 0.862937
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] http://update-browser.fairfaxmedia.com.au/smh/index.html
[18] https://futurism.com/new-technique-electricity-producing-bacteria/
[14] https://www.greenbiz.com/article/4-creative-ways-cities-are-transitioning-clean-energy-future
[13] https://www.triplepundit.com/story/2019/bright-ideas-will-usher-our-clean-energy-future/83061/
[12] https://trib.al/WOFwdR0
[12] https://newsroom.porsche.com/en/2019/company/porsche-sustainability-reduction-co2-emissions-energy-consumption-production-17439.html
[12] https://www.fin24.com/Economy/Eskom/eskom-cannot-operate-with-the-current-tariff-level-energy-expert-20190404
[10] https://twitter.com/unhdems/status/1113594407998169089
[8] https://www.eia.gov/energyexplained/?page=us_energy_home
[8] https://m.fin24.com/Economy/Eskom/eskom-cannot-operate-with-the-current-tariff-level-energy-expert-20190404

Top URLs in Tweet in G1:
[5] https://jpratt27.wordpress.com/2019/04/06/renewables-have-won-the-race-against-coal-and-are-starting-to-beat-natural-gas-thinkprogress/
[2] https://www.nbcnews.com/news/us-news/l-could-replace-traditional-power-plants-home-solar-experts-say-n991606
[1] https://twitter.com/adani_stop/status/1113992482432282624
[1] https://www.e2.org/reports/clean-jobs-america-2019/
[1] https://cleantechnica.com/2019/04/06/14-automakers-8-additional-car-brands-see-sales-drops-in-usa/
[1] https://twitter.com/SCAA3230/status/1114344505530912768
[1] https://ir.shareaholic.com/e?a=1&u=https://newmatilda.com/2019/04/02/labor-pains-fighting-fear-and-loathing-with-a-small-target-climate-policy/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[1] https://www.theguardian.com/p/b6y4z/stw
[1] https://www.theguardian.com/environment/commentisfree/2019/mar/29/hazelwood-windfarm-promises-green-shoots-in-a-coal-valley?CMP=Share_iOSApp_Other
[1] https://reneweconomy.com.au/bold-thinking-needed-to-dig-australia-out-of-self-inflicted-energy-import-export-dilemma-42782/

Top URLs in Tweet in G2:
[1] https://www.foxnews.com/opinion/beto-orourke-is-no-moderate-democrat-hes-now-part-of-the-extreme-left

Top URLs in Tweet in G3:
[6] http://update-browser.fairfaxmedia.com.au/smh/index.html
[5] https://m.fin24.com/Economy/Eskom/eskom-cannot-operate-with-the-current-tariff-level-energy-expert-20190404
[4] https://www.triplepundit.com/story/2019/bright-ideas-will-usher-our-clean-energy-future/83061/
[3] https://www.business-standard.com/article/economy-policy/renewable-energy-capacity-addition-tumbles-49-during-apr-feb-period-119040400790_1.html
[3] http://www.fin24.com/
[3] https://www.fin24.com/Economy/Eskom/eskom-cannot-operate-with-the-current-tariff-level-energy-expert-20190404
[3] https://business.financialpost.com/opinion/canadians-are-realizing-foreign-groups-sabotaged-our-energy-economy-for-no-good-reason?fbclid=IwAR3bqxneJOVQj3CEf3IGQe-vvrZ9mLfuZZsRrA5VXFI3pU5LhORPsTcWPGI
[3] https://newsroom.porsche.com/en/2019/company/porsche-sustainability-reduction-co2-emissions-energy-consumption-production-17439.html
[2] http://summit.carbonmarketinstitute.org/wp-content/uploads/2019/03/Student-Competition-2019.pdf
[2] https://www.unenvironment.org/news-and-stories/press-release/cool-coalition-comes-together-save-lives-energy-and-trillions-global

Top URLs in Tweet in G4:
[8] https://www.triplepundit.com/story/2019/bright-ideas-will-usher-our-clean-energy-future/83061/
[8] https://www.eia.gov/energyexplained/?page=us_energy_home
[1] https://www.washingtonpost.com/news/powerpost/paloma/the-energy-202/2019/04/02/the-energy-202-epa-s-own-adviser-finds-trump-s-rollback-of-car-rules-could-cost-jobs/5ca230f91b326b0f7f38f2d6/?utm_term=.934b722899ca
[1] https://www.gatesnotes.com/Energy/We-should-discuss-soil-as-much-as-coal?WT.mc_id=03_26_2019_11_Energy-Ag_BG-TW_&WT.tsrc=BGTW&linkId=65309098
[1] https://energyinnovationact.org/
[1] https://www.manhattan-institute.org/green-energy-revolution-near-impossible
[1] https://www.triplepundit.com/story/2019/billion-dollar-laboratory-demonstrates-economic-impact-government-research/83046/
[1] https://www.nytimes.com/interactive/2019/03/26/climate/wind-solar-energy-workers.html?smid=tw-share
[1] https://buff.ly/2OH2mCK
[1] https://www.congress.gov/bill/116th-congress/house-resolution/109/text

Top URLs in Tweet in G5:
[1] https://edition.cnn.com/2019/04/02/investing/ge-offshore-wind-renewable-energy/index.html?utm_term=link&utm_medium=social&utm_content=2019-04-02T20%3A04%3A07&utm_source=fbbusiness

Top URLs in Tweet in G7:
[1] https://bit.ly/2ArlXAr

Top URLs in Tweet in G8:
[2] http://update-browser.fairfaxmedia.com.au/smh/index.html

Top URLs in Tweet in G9:
[3] https://www.dailyastorian.com/opinion/columns/guest-column-north-coast-needs-clean-energy-jobs/article_38f1cde4-5664-11e9-8360-971cb2932a22.html?utm_medium=social&utm_source=twitter&utm_campaign=user-shar
[2] https://twitter.com/Oregonian/status/1113662752776753152
[1] https://www.cbc.ca/news/canada/british-columbia/carbon-tax-bc-1.5083734
[1] https://www.e2.org/cleanjobsnv/
[1] https://www.dailyastorian.com/opinion/columns/guest-column-north-coast-needs-clean-energy-jobs/article_38f1cde4-5664-11e9-8360-971cb2932a22.html
[1] https://fairquestions.typepad.com/rethink_campaigns/2017/05/the-cra-audit-of-tides-canada-why-this-matters.html
[1] https://twitter.com/edebis/status/1114202273092001792
[1] https://twitter.com/Paola_Dec1231/status/1114212897452781568
[1] https://trib.al/uj4Y7WI
[1] https://twitter.com/R14Scott/status/1114152679561764865

Top URLs in Tweet in G10:
[10] https://twitter.com/unhdems/status/1113594407998169089
[5] https://www.greentech-news.org/china-and-argentina-work-towards-clean-energy-future/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[5] https://www.greentech-news.org/clean-energy-to-power-south-australias-electricity-future/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://rantt.com/trump-ignores-new-climate-report/
[1] https://twitter.com/realdonaldtrump/status/1114519338864660483
[1] https://www.triplepundit.com/story/2019/bright-ideas-will-usher-our-clean-energy-future/83061/
[1] https://twitter.com/realDonaldTrump/status/1114156288555016193
[1] https://twitter.com/9ontheturn/status/1113935276580073472?s=21
[1] https://twitter.com/jaketapper/status/1113776319333044224

Top Domains
Top Domains in Tweet in Entire Graph:
[151] twitter.com
[48] com.au
[26] fin24.com
[18] co.uk
[18] futurism.com
[17] youtube.com
[17] theguardian.com
[17] trib.al
[17] greenbiz.com
[16] triplepundit.com

Top Domains in Tweet in G1:
[5] wordpress.com
[2] twitter.com
[2] nbcnews.com
[2] theguardian.com
[2] com.au
[1] e2.org
[1] cleantechnica.com
[1] shareaholic.com

Top Domains in Tweet in G2:
[1] foxnews.com

Top Domains in Tweet in G3:
[57] twitter.com
[11] fin24.com
[11] co.uk
[9] com.au
[7] theguardian.com
[6] lnkd.in
[6] triplepundit.com
[5] youtube.com
[5] oilprice.com
[5] porsche.com

Top Domains in Tweet in G4:
[9] triplepundit.com
[8] eia.gov
[2] buff.ly
[2] twitter.com
[1] washingtonpost.com
[1] gatesnotes.com
[1] energyinnovationact.org
[1] manhattan-institute.org
[1] nytimes.com
[1] congress.gov

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

Top Domains in Tweet in G7:
[1] bit.ly

Top Domains in Tweet in G8:
[2] com.au

Top Domains in Tweet in G9:
[5] twitter.com
[4] dailyastorian.com
[3] cbc.ca
[1] e2.org
[1] typepad.com
[1] trib.al
[1] theglobeandmail.com
[1] nationalpost.com

Top Domains in Tweet in G10:
[14] twitter.com
[10] greentech-news.org
[1] rantt.com
[1] triplepundit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[136] energy
[97] climatechange
[92] economy
[58] cleanenergy
[58] cleanenergyjobs
[49] auspol
[38] stopadani
[38] porsche
[34] renewableenergy
[29] cdnpoli



Top Hashtags in Tweet in G1:
[37] auspol
[36] stopadani
[14] leichhardtvotes
[14] coralnotcoal
[9] climatechange
[2] climatestrike
[2] extinctionrebellion
[2] re
[1] budgetreply
[1] nonewthermalcoalmines

Top Hashtags in Tweet in G2:
[1] txenergy
[1] txlege
[1] cleanenergy
[1] foxnews

Top Hashtags in Tweet in G3:
[38] energy
[26] economy
[9] climatechange
[8] renewable
[6] renewableenergy
[6] cleanenergy
[5] auspol
[5] solar
[5] jobs
[4] cdnpoli

Top Hashtags in Tweet in G4:
[8] economy
[7] energy
[7] greennewdeal
[6] fossilfuels
[6] solar
[5] climatechange
[4] cleanenergy
[4] renewables
[3] ca25
[3] waterpowerweek

Top Hashtags in Tweet in G6:
[1] betoforpresident
[1] beto2020

Top Hashtags in Tweet in G9:
[19] cleanenergyjobs
[16] hb2020
[6] orleg
[4] orpol
[3] cleanenergy
[3] cdnpoli
[2] orcoast
[2] i
[2] fakecarbonsolution
[2] carbontax

Top Hashtags in Tweet in G10:
[6] energy
[5] clean
[5] cleanenergy
[2] maga
[1] maga2020
[1] voteblue2020
[1] 45bestpresidentever
[1] americafirst
[1] trump2020
[1] winning

Top Words
Top Words in Tweet in Entire Graph:
[5541] Words in Sentiment List#1: Positive
[1780] Words in Sentiment List#2: Negative
[67] Words in Sentiment List#3: Angry/Violent
[124823] Non-categorized Words
[132144] Total Words
[2471] energy
[1667] economy
[1089] carbon
[976] more
[953] emissions

Top Words in Tweet in G1:
[744] schools
[743] fix
[743] hospitals
[458] labor
[450] billshortenmp
[449] 1
[447] 2
[446] ease
[446] pressure
[446] family

Top Words in Tweet in G2:
[886] carbon
[447] danielturnerptf
[446] more
[445] accords
[444] reduction
[444] emissions
[444] nation
[444] paris
[444] climate
[443] cut

Top Words in Tweet in G3:
[258] energy
[175] economy
[78] s
[74] emissions
[71] clean
[58] future
[49] reduction
[38] #energy
[35] carbon
[33] climate

Top Words in Tweet in G4:
[119] economy
[99] emissions
[88] s
[81] climate
[79] change
[78] fuel
[77] standards
[77] greatest
[77] fight
[76] single

Top Words in Tweet in G5:
[199] oil
[195] future
[195] energy
[195] nigeria
[194] benmurraybruce
[194] more
[194] right
[193] evidence
[193] becoming
[193] history

Top Words in Tweet in G6:
[146] betoorourke
[140] energy
[136] started
[136] morning
[136] town
[136] hall
[136] carroll
[136] good
[136] dialogue
[136] immigration

Top Words in Tweet in G7:
[282] goal
[142] city
[141] last
[141] night
[141] boise
[141] become
[141] first
[141] idaho
[141] set
[141] 100

Top Words in Tweet in G8:
[29] energy
[11] carbon
[9] economy
[9] down
[8] csfc67
[8] operator
[8] daily
[8] fight
[8] keep
[8] lights

Top Words in Tweet in G9:
[39] economy
[37] cathmckenna
[30] emissions
[29] energy
[24] tax
[21] reduction
[21] climate
[21] change
[21] canada
[19] #cleanenergyjobs

Top Words in Tweet in G10:
[73] energy
[53] economy
[48] realdonaldtrump
[27] future
[22] clean
[19] great
[15] t
[14] varneyco
[13] fight
[13] jobs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[747] schools,hospitals
[746] fix,schools
[518] clean,energy
[479] carbon,emissions
[451] paris,climate
[448] 1,fix
[448] 2,ease
[448] ease,pressure
[448] pressure,family
[447] record,labor

Top Word Pairs in Tweet in G1:
[743] fix,schools
[743] schools,hospitals
[446] 1,fix
[446] 2,ease
[446] ease,pressure
[446] pressure,family
[445] record,labor
[445] labor,1
[445] hospitals,2
[435] family,budgets

Top Word Pairs in Tweet in G2:
[444] nation,paris
[444] paris,climate
[444] climate,accords
[443] cut,carbon
[443] carbon,emissions
[443] emissions,more
[443] more,nation
[443] accords,carbon
[443] carbon,dioxide
[443] dioxide,reduction

Top Word Pairs in Tweet in G3:
[49] clean,energy
[26] energy,economy
[22] emissions,reduction
[20] renewable,energy
[19] energy,sector
[19] climate,change
[16] energy,future
[15] u,s
[15] co2,emissions
[11] s,economy

Top Word Pairs in Tweet in G4:
[78] climate,change
[77] emissions,standards
[76] fuel,economy
[76] economy,emissions
[76] standards,single
[76] single,greatest
[76] greatest,action
[76] action,taken
[76] taken,nation
[76] nation,fight

Top Word Pairs in Tweet in G5:
[193] more,evidence
[193] evidence,oil
[193] oil,becoming
[193] becoming,history
[193] history,future
[193] future,belongs
[193] belongs,green
[193] green,energy
[193] energy,believe
[193] believe,right

Top Word Pairs in Tweet in G6:
[136] started,morning
[136] morning,town
[136] town,hall
[136] hall,carroll
[136] carroll,good
[136] good,dialogue
[136] dialogue,energy
[136] energy,immigration
[136] immigration,paid
[136] paid,family

Top Word Pairs in Tweet in G7:
[141] last,night
[141] night,boise
[141] boise,become
[141] become,first
[141] first,idaho
[141] idaho,city
[141] city,set
[141] set,100
[141] 100,percent
[141] percent,clean

Top Word Pairs in Tweet in G8:
[8] energy,operator
[8] operator,daily
[8] daily,fight
[8] fight,keep
[8] keep,lights
[8] lights,big
[8] big,energy
[8] energy,users
[8] users,smelters
[8] smelters,manufacturers

Top Word Pairs in Tweet in G9:
[21] climate,change
[15] unique,opportunity
[15] opportunity,act
[15] act,climate
[14] #cleanenergyjobs,bill
[14] bill,#hb2020
[14] #hb2020,colleagues
[14] colleagues,unique
[13] repmitchell32,#cleanenergyjobs
[12] arnold,schwarzenegger

Top Word Pairs in Tweet in G10:
[22] clean,energy
[12] energy,future
[11] economy,great
[10] t,dispel
[10] dispel,mood
[10] mood,positive
[10] positive,energy
[10] energy,varneyco
[10] varneyco,economy
[10] proud,support

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@cathmckenna
@aoc
@ferodobrakes
@fordnation
@rachelnotley
@msnbc
@scottadamssays
@paulkrugman
@jkenney

Top Replied-To in G1:
@praisethesponge
@billshortenmp
@bowenchris
@lesstonehouse
@australianlabor
@drharro
@elliemail
@breakfastnews
@ellisdarryl
@angustaylormp

Top Replied-To in G2:
@docgoodwell
@dog6376

Top Replied-To in G4:
@aoc
@scottadamssays
@nytimes
@pauledawson
@justicedems
@letsgomathias
@cnbc
@jawja100
@billscher
@bradplumer

Top Replied-To in G5:
@benmurraybruce
@ylawanson

Top Replied-To in G6:
@betoorourke
@divisiveperson
@first_dog_usa

Top Replied-To in G8:
@geraldkutney
@jmcurtin
@tan123
@stormsignalsa
@repscottpeters
@bobinglis
@dbirch214
@no2wind
@fps_32
@eamorris_

Top Replied-To in G9:
@cathmckenna
@justintrudeau
@mack3636
@tabmech
@terryetam
@judysgromp
@brunobets
@lorilust1
@michellerempel
@craigreed1234

Top Replied-To in G10:
@realdonaldtrump
@msnbc
@marc_lotter
@mayor17ian
@poebrianl
@meteo1970
@louis_seube
@chrisjzullo
@macmary18
@cnn

Top Mentioned
Top Mentioned in Entire Graph:
@billshortenmp
@danielturnerptf
@bowenchris
@sampcrosby
@benmurraybruce
@cityofboise
@betoorourke
@senmarkey
@jfiliatrault
@lincolnsbible

Top Mentioned in G1:
@billshortenmp
@bowenchris
@sampcrosby
@edinvoloder
@lesstonehouse
@jackthelad1947
@lynny_pinnie
@melanalyst
@drharro
@gowordsmith1

Top Mentioned in G2:
@danielturnerptf
@cnsrvtxns4nrg
@gregabbott_tx
@ethanjodoin
@docgoodwell

Top Mentioned in G3:
@pedrobara10
@zapaman
@jeanluccoupez
@csis_econ
@alrola

Top Mentioned in G4:
@senmarkey
@aoc
@nytimes
@senfeinstein
@senkamalaharris
@potus
@billgates
@washingtonpost
@triplepundit
@johnfriedman

Top Mentioned in G5:
@benmurraybruce

Top Mentioned in G6:
@betoorourke
@peoplematter9
@focusonrural

Top Mentioned in G7:
@cityofboise

Top Mentioned in G8:
@csfc67
@tan123
@jwaldag
@stevesgoddard
@atomskssanakan
@geraldkutney
@jaggermickoz
@noaa
@mattgaetz
@votejkent

Top Mentioned in G9:
@cathmckenna
@repmitchell32
@schwarzenegger
@justintrudeau
@energyfdn
@markbratrud
@cstclair1
@darkstryder4
@cbcnews
@munch289

Top Mentioned in G10:
@realdonaldtrump
@varneyco
@jayinslee
@nhyoungdems
@foxandfriends
@cnn
@msnbc
@thehill
@jeffmerkley
@paladincornelia

Top Tweeters
Top Tweeters in Entire Graph:
@market_screener
@environmentguru
@bdnews24
@lennaleprena
@united
@eaglestarnet
@mackaysuzie
@geoffrey_payne
@solutioneer72
@bannerite

Top Tweeters in G1:
@lennaleprena
@mackaysuzie
@geoffrey_payne
@minhkular
@randlight
@daveyk317
@fehowarth
@emlafudd
@qldaah
@slsandpet

Top Tweeters in G2:
@mcarsonaos
@carolynyadayada
@marckymarc40
@crzymom110
@cagramps63
@carver926
@realgrace_kelly
@haywire1970
@up_viking
@moberlyg

Top Tweeters in G3:
@market_screener
@bdnews24
@eaglestarnet
@itsforhome
@riskinfo
@ecointernetdrgb
@enjeuxenergies
@finanzlinkscom
@hedgebz
@carlesdijous

Top Tweeters in G4:
@bannerite
@foxnews
@nytimes
@dawnarickelz
@washingtonpost
@airlift1300
@usatoday
@celerycaraway
@latimes
@jhcpw

Top Tweeters in G5:
@imoisilis
@oladapoyusuf
@chaztita
@oseni_babatunde
@rainbowsynergie
@mizcazorla1
@mazinice
@ckorie17
@lanresoft
@sadeeqnayaya

Top Tweeters in G6:
@rachel_mcrea
@textiff
@masg66
@jckthesword
@gwydion620
@cykelly1718
@jend1974
@juneleeeverett1
@jenscorpio83
@elinar1

Top Tweeters in G7:
@clintcastleford
@bsusportsreport
@m3mo
@gladilds
@ellenbhansen
@shelbymorgz
@ashwieadams
@holsteinadriana
@theresa_reel
@alpharoo

Top Tweeters in G8:
@victorb123
@robchristie11
@dctftw
@tokyo_tom
@tan123
@luisbaram
@alan_poirier
@stevesgoddard
@formerusn
@craigthomler

Top Tweeters in G9:
@muskokamoneybag
@cbcnews
@oregonian
@franktmcveety
@can_skeptic_wm
@peterdiane01
@saskboy
@friendsoscience
@nikkijoy17
@mack3636

Top Tweeters in G10:
@solutioneer72
@thehill
@magannohate
@cnn
@woodymcfarley
@ckkoch3
@msnbc
@jokesonus4sure
@nancy_hamm1
@ingodwetrustyah


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