(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction), Twitter, 6/3/2018 12:40:41 PM, 154171


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:
June 03, 2018
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/2xDyIcX
@betoorourke
@kamalaharris
@realdonaldtrump
@cernovich
@kmp632003
@renew_economy
@creativegmspage
@2concussions
@mckinleylynaya
@kingston

Description:
Description
The graph represents a network of 5,310 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, 03 June 2018 at 08:26 UTC.

The requested start date was Sunday, 03 June 2018 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, 10-hour, 38-minute period from Thursday, 31 May 2018 at 20:52 UTC to Saturday, 02 June 2018 at 07:30 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 : 5310
Unique Edges : 5696
Edges With Duplicates : 320
Total Edges : 6016
Number of Edge Types : 3
Mentions : 5311
Tweet : 553
Replies to : 152
Self-Loops : 553
Reciprocated Vertex Pair Ratio : 0.00583474496517975
Reciprocated Edge Ratio : 0.0116017964071856
Connected Components : 603
Single-Vertex Connected Components : 261
Maximum Vertices in a Connected Component : 3368
Maximum Edges in a Connected Component : 3917
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.510793
Graph Density : 0.000189565457371007
Modularity : 0.852868
NodeXL Version : 1.0.1.398

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[87] https://www.republicworld.com/india-news/economy/massive-global-energy-body-iea-hails-india-for-one-of-the-greatest-achievements-in-the-history-of-energy
[66] https://www.newstatesman.com/politics/economy/2018/05/conservatives-are-crisis-because-popular-capitalism-no-longer-possible?amp&__twitter_impression=true
[19] https://www.washingtonpost.com/business/economy/trump-officials-preparing-to-use-cold-war-emergency-powers-to-protect-coal-and-nuclear-plants/2018/06/01/230f0778-65a9-11e8-a69c-b944de66d9e7_story.html
[13] https://www.cleanenergyforall.org/
[12] https://twitter.com/jendlouhyhc/status/1002386812038414338
[11] https://www.republicworld.com/india-news/economy/massive-global-energy-body-iea-hails-india-for-one-of-the-greatest-achievements-in-the-history-of-energy?v=1
[11] https://reneweconomy.com.au/wind-solar-slashing-corporate-energy-costs-40-82862/
[11] https://twitter.com/jendlouhyhc/status/1002400131990347777
[10] https://medium.com/@LCVoters/clean-energy-for-all-a-report-on-clean-energy-progress-accomplished-by-state-and-local-leaders-f5197e081cb9
[10] http://www.washingtonpost.com/business/economy/trump-officials-preparing-to-use-cold-war-emergency-powers-to-protect-coal-and-nuclear-plants/2018/06/01/230f0778-65a9-11e8-a69c-b944de66d9e7_story.html?tid=ss_tw&utm_term=.506e43317dfe

Top URLs in Tweet in G1:
[2] https://www.mrt.com/news/politics/article/O-Rourke-Trump-s-trade-wars-will-hurt-energy-12815219.php
[1] https://m.chron.com/news/politics/article/Trump-plans-to-go-ahead-with-steel-aluminum-12956127.php#item-85307-tbla-7

Top URLs in Tweet in G2:
[4] https://www.washingtonpost.com/business/economy/trump-officials-preparing-to-use-cold-war-emergency-powers-to-protect-coal-and-nuclear-plants/2018/06/01/230f0778-65a9-11e8-a69c-b944de66d9e7_story.html?noredirect=on
[1] https://www.vox.com/2018/5/30/17408602/solar-wind-energy-renewable-subsidy-europe
[1] https://apple.news/ArpbM63ipRPa4U6NBPJO4TA
[1] https://mobile.twitter.com/alex_verbeek/status/998822108338802688
[1] https://twitter.com/KamalaHarris/status/1002360833668714496

Top URLs in Tweet in G3:
[3] https://www.reuters.com/article/us-obama-economy-jobs-sb-idUSTRE5145P720090205
[1] https://twitter.com/lhsummers/status/1002538621101068289
[1] https://twitter.com/timobrien/status/1002533830668976128

Top URLs in Tweet in G4:
[7] https://medium.com/@LCVoters/clean-energy-for-all-a-report-on-clean-energy-progress-accomplished-by-state-and-local-leaders-f5197e081cb9
[1] https://thinkprogress.org/trump-emergency-authority-boost-failing-coal-nuclear-energy-2dd7e1ea58ac/amp/?__twitter_impression=true
[1] https://twitter.com/jendlouhyhc/status/1002386812038414338
[1] https://energi.news/politics/usa-imposes-tariffs-canadian-aluminium-negative-effects-north-american-value-chain/

Top URLs in Tweet in G5:
[63] https://www.republicworld.com/india-news/economy/massive-global-energy-body-iea-hails-india-for-one-of-the-greatest-achievements-in-the-history-of-energy
[12] https://www.cleanenergyforall.org/
[4] https://twitter.com/jendlouhyhc/status/1002386812038414338
[4] https://www.washingtonpost.com/business/economy/trump-officials-preparing-to-use-cold-war-emergency-powers-to-protect-coal-and-nuclear-plants/2018/06/01/230f0778-65a9-11e8-a69c-b944de66d9e7_story.html?noredirect=on
[3] https://www.shaledirectories.com/blog/shale-revolution-hits-ohio-jobs-and-economy-revitalize/
[3] https://www.independent.ie/news/environment/our-emissions-reduction-of-1pc-well-short-of-20pc-target-36967355.html
[2] https://www.moneysavingexpert.com/news/energy/2018/05/ofgem-alleges-competition-law-breach-by-e-and-economy-energy-
[2] https://www.adn.com/business-economy/energy/2018/05/31/companies-first-step-in-drilling-for-oil-in-anwr-draws-scathing-federal-response/
[2] https://www.vox.com/2018/5/30/17408602/solar-wind-energy-renewable-subsidy-europe
[2] https://www.energy.gov/ne/nuclear-innovation-clean-energy-future

Top URLs in Tweet in G6:
[8] https://www.republicworld.com/india-news/economy/massive-global-energy-body-iea-hails-india-for-one-of-the-greatest-achievements-in-the-history-of-energy?v=1
[4] https://www.republicworld.com/india-news/economy/massive-global-energy-body-iea-hails-india-for-one-of-the-greatest-achievements-in-the-history-of-energy
[1] https://www.republicworld.com/amp/india-news/economy/massive-global-energy-body-iea-hails-india-for-one-of-the-greatest-achievements-in-the-history-of-energy.html?v=5.8.6&__twitter_impression=true

Top URLs in Tweet in G7:
[5] http://www.andrewweavermla.ca/2018/05/31/future-bc-hydros-standing-offer-program-clean-energy/
[1] https://globalnews.ca/news/4243861/businesses-slam-trudeau-government-purchase-trans-mountain-pipeline/
[1] https://www.nationalobserver.com/2018/05/24/news/ontario-greens-challenge-big-parties-commit-100-cent-renewable-energy-2050
[1] https://www.nature.com/articles/ncomms8958
[1] https://twitter.com/Cris_Paunescu/status/1002175489186942976

Top URLs in Tweet in G8:
[3] https://twitter.com/powermagazine/status/1002321334897139714
[1] https://twitter.com/WhiteHouse/status/1002563670306672640
[1] https://www.markey.senate.gov/news/press-releases/senator-markey-slams-trump-solar-tariff-as-job-killer-harmful-to-massachusetts-clean-energy-economy
[1] https://www.bloomberg.com/news/articles/2018-06-01/trump-said-to-grant-lifeline-to-money-losing-coal-power-plants-jhv94ghl
[1] https://350.org/rise
[1] https://unfccc.int/news/paris-agreement-can-generate-24-million-clean-economy-jobs-ilo
[1] https://www.nytimes.com/2018/06/01/climate/companies-renewable-energy.html
[1] http://yearlater.americaspledgeonclimate.com

Top URLs in Tweet in G9:
[11] https://www.republicworld.com/india-news/economy/massive-global-energy-body-iea-hails-india-for-one-of-the-greatest-achievements-in-the-history-of-energy
[3] https://economictimes.indiatimes.com/news/economy/indicators/indias-infrastructure-output-grows-4-7-in-april/articleshow/64401964.cms
[2] https://www.republicworld.com/india-news/economy/massive-global-energy-body-iea-hails-india-for-one-of-the-greatest-achievements-in-the-history-of-energy?v=1
[1] http://electrification.Global
[1] http://bit.ly/2KTKlON
[1] https://twitter.com/Peters_Glen/status/1000658113979211777
[1] https://twitter.com/ThirdWayEnergy/status/1002645555435261952
[1] https://twitter.com/indiatoday/status/1002544821494472704

Top URLs in Tweet in G10:
[2] http://www.abc6.com/story/38311160/ris-second-offshore-wind-farm-expected-to-create-800-jobs
[1] http://www.usclimatealliance.org/publications/oneyearanniversary
[1] https://www.governor.ny.gov/news/governor-cuomo-announces-new-us-climate-alliance-initiatives-mark-one-year-anniversary
[1] https://unfccc.int/news/paris-agreement-can-generate-24-million-clean-economy-jobs-ilo
[1] http://irena.org/publications/2018/May/Innovation-priorities-to-transform-the-energy-system

Top Domains
Top Domains in Tweet in Entire Graph:
[100] republicworld.com
[92] twitter.com
[66] newstatesman.com
[55] washingtonpost.com
[33] com.au
[13] cleanenergyforall.org
[12] adn.com
[10] medium.com
[9] bloomberg.com
[9] reuters.com

Top Domains in Tweet in G1:
[2] mrt.com
[1] chron.com

Top Domains in Tweet in G2:
[4] washingtonpost.com
[2] twitter.com
[1] vox.com
[1] apple.news

Top Domains in Tweet in G3:
[3] reuters.com
[2] twitter.com

Top Domains in Tweet in G4:
[7] medium.com
[1] thinkprogress.org
[1] twitter.com
[1] energi.news

Top Domains in Tweet in G5:
[64] republicworld.com
[29] twitter.com
[19] washingtonpost.com
[12] cleanenergyforall.org
[7] linkedin.com
[6] google.com
[5] co.uk
[3] shaledirectories.com
[3] vox.com
[3] independent.ie

Top Domains in Tweet in G6:
[13] republicworld.com

Top Domains in Tweet in G7:
[5] andrewweavermla.ca
[1] globalnews.ca
[1] nationalobserver.com
[1] nature.com
[1] twitter.com

Top Domains in Tweet in G8:
[4] twitter.com
[1] senate.gov
[1] bloomberg.com
[1] 350.org
[1] unfccc.int
[1] nytimes.com
[1] americaspledgeonclimate.com

Top Domains in Tweet in G9:
[13] republicworld.com
[3] twitter.com
[3] indiatimes.com
[1] electrification.global
[1] bit.ly

Top Domains in Tweet in G10:
[2] abc6.com
[1] usclimatealliance.org
[1] ny.gov
[1] unfccc.int
[1] irena.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[177] parisagreement
[98] energy
[90] stillin
[64] economy
[36] actonclimate
[27] lifeprogramme
[26] climatechange
[25] nuclear
[25] future
[24] solar



Top Hashtags in Tweet in G1:
[1] rt

Top Hashtags in Tweet in G2:
[1] tyranttrump

Top Hashtags in Tweet in G4:
[17] parisagreement
[5] cleanenergyforall
[5] cleanenergy
[3] energy
[3] southeast
[2] wearestillin
[2] stillin
[1] jobsreport
[1] economy
[1] cleantech

Top Hashtags in Tweet in G5:
[19] energy
[15] economy
[13] cleanenergyforall
[8] nuclear
[6] gas
[6] thorium
[6] coal
[5] oil
[5] uranium
[5] auspol

Top Hashtags in Tweet in G6:
[8] republic
[1] modifor2019

Top Hashtags in Tweet in G7:
[6] bcpoli
[1] unirose
[1] onpoli
[1] ygk
[1] youhavethepower
[1] climate

Top Hashtags in Tweet in G8:
[73] parisagreement
[28] stillin
[3] actonclimate
[3] wearestillin
[2] yeson1631
[1] climatechange
[1] colorado
[1] riseforclimate
[1] deny
[1] isolationisnottheanswer

Top Hashtags in Tweet in G9:
[16] nuclear
[12] newindia
[7] transformingindia
[5] incredibleindia
[2] saafniyatsahivikas
[2] africaday
[2] innovation
[2] climate
[2] iea
[1] solar

Top Hashtags in Tweet in G10:
[15] parisagreement
[10] stillin
[2] rigov
[2] actonclimate
[2] wearestillin
[2] renewables
[1] americaspledge
[1] innovation

Top Words
Top Words in Tweet in Entire Graph:
[4080] Words in Sentiment List#1: Positive
[5195] Words in Sentiment List#2: Negative
[605] Words in Sentiment List#3: Angry/Violent
[118045] Non-categorized Words
[127320] Total Words
[2888] energy
[1756] economy
[1357] jobs
[927] climate
[907] betoorourke

Top Words in Tweet in G1:
[868] energy
[866] betoorourke
[568] texas
[568] economy
[566] tariffs
[566] hurt
[566] state
[565] new
[565] industry
[565] import

Top Words in Tweet in G2:
[679] rest
[679] world
[679] advances
[679] fight
[679] against
[679] climate
[679] change
[679] falling
[679] dangerously
[679] behind

Top Words in Tweet in G3:
[1140] jobs
[570] tomorrow
[570] re
[570] expecting
[570] another
[570] dismal
[570] report
[570] top
[570] 2
[570] 6

Top Words in Tweet in G4:
[327] energy
[322] realdonaldtrump
[299] economy
[281] trade
[279] korea
[278] bad
[278] deals
[277] focusing
[277] north
[277] nuclear

Top Words in Tweet in G5:
[297] energy
[107] economy
[73] clean
[63] global
[59] one
[58] history
[57] greatest
[57] achievements
[55] iea
[55] india

Top Words in Tweet in G6:
[218] energy
[210] greatest
[210] achievements
[210] history
[202] india
[202] one
[201] republic
[186] hailed
[185] huge
[185] despite

Top Words in Tweet in G7:
[185] clean
[185] economy
[169] ajwvictoriabc
[166] leaders
[165] wise
[165] words
[165] biz
[165] true
[165] economic
[165] vision

Top Words in Tweet in G8:
[110] trump
[73] parisagreement
[72] senmarkey
[63] states
[56] s
[54] year
[53] ago
[53] today
[44] energy
[43] many

Top Words in Tweet in G9:
[108] energy
[52] india
[49] achievements
[48] iea
[48] one
[48] greatest
[48] history
[47] global
[46] body
[44] massive

Top Words in Tweet in G10:
[85] future
[85] usclimate
[83] climate
[82] change
[82] state
[81] real
[81] impacting
[81] especially
[81] nj
[81] proud

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[815] climate,change
[702] rest,world
[702] fight,against
[702] against,climate
[699] world,advances
[699] advances,fight
[699] change,falling
[699] falling,dangerously
[699] dangerously,behind
[699] behind,reject

Top Word Pairs in Tweet in G1:
[565] new,tariffs
[565] tariffs,hurt
[565] hurt,state
[565] state,energy
[565] energy,industry
[565] industry,economy
[565] economy,texas
[565] texas,import
[565] import,more
[565] more,steel

Top Word Pairs in Tweet in G2:
[679] rest,world
[679] world,advances
[679] advances,fight
[679] fight,against
[679] against,climate
[679] climate,change
[679] change,falling
[679] falling,dangerously
[679] dangerously,behind
[679] behind,reject

Top Word Pairs in Tweet in G3:
[570] tomorrow,re
[570] re,expecting
[570] expecting,another
[570] another,dismal
[570] dismal,jobs
[570] jobs,report
[570] report,top
[570] top,2
[570] 2,6
[570] 6,million

Top Word Pairs in Tweet in G4:
[278] trade,deals
[277] focusing,energy
[277] north,korea
[277] nuclear,bad
[277] bad,trade
[277] deals,va
[276] energy,north
[276] korea,nuclear
[276] va,choice
[276] choice,economy

Top Word Pairs in Tweet in G5:
[57] clean,energy
[57] greatest,achievements
[57] achievements,history
[55] one,greatest
[55] history,energy
[54] iea,hails
[54] hails,india
[54] india,one
[53] massive,global
[53] global,energy

Top Word Pairs in Tweet in G6:
[210] greatest,achievements
[210] achievements,history
[202] history,energy
[201] one,greatest
[185] huge,despite
[185] despite,critics
[185] critics,within
[185] within,india
[185] india,hailed
[185] hailed,one

Top Word Pairs in Tweet in G7:
[165] wise,words
[165] words,biz
[165] biz,leaders
[165] leaders,true
[165] true,economic
[165] economic,vision
[165] vision,inevitable
[165] inevitable,transition
[165] transition,clean
[165] clean,economy

Top Word Pairs in Tweet in G8:
[52] year,ago
[52] ago,today
[43] trump,s
[41] today,trump
[40] trump,announced
[40] announced,america
[40] america,leave
[40] leave,parisagreement
[40] parisagreement,despite
[40] despite,best

Top Word Pairs in Tweet in G9:
[48] one,greatest
[48] greatest,achievements
[48] achievements,history
[46] energy,body
[46] body,iea
[45] global,energy
[42] history,energy
[39] iea,hails
[39] hails,india
[39] india,one

Top Word Pairs in Tweet in G10:
[82] climate,change
[81] change,real
[81] real,impacting
[81] impacting,future
[81] future,state
[81] state,especially
[81] especially,nj
[81] nj,proud
[81] proud,stand
[81] stand,usclimate

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@renew_economy
@senmarkey
@politico
@lhsummers
@chrislhayes
@pfaffdore
@nosnowflakezon
@rssurjewala
@omarojq

Top Replied-To in G1:
@betoorourke

Top Replied-To in G4:
@realdonaldtrump
@pfaffdore
@kingdk77
@llholcomb
@steviepattisond
@ianmcohen
@markdice
@realmarkhohe
@ever_kaizen
@alicologne

Top Replied-To in G7:
@nnncurtis
@bcndp
@skepticscience

Top Replied-To in G8:
@senmarkey
@repperlmutter
@algore
@sendavidperdue

Top Replied-To in G9:
@narendramodi
@bjp4india
@milesfarmer
@piyushgoyal

Top Mentioned
Top Mentioned in Entire Graph:
@betoorourke
@kamalaharris
@cernovich
@realdonaldtrump
@republic
@ajwvictoriabc
@usclimate
@govmurphy
@imillhiser
@senmarkey

Top Mentioned in G1:
@betoorourke

Top Mentioned in G2:
@kamalaharris
@betoorourke
@dougburges
@waynewi20770958
@price4wnc
@christraynor

Top Mentioned in G3:
@cernovich

Top Mentioned in G4:
@realdonaldtrump
@lcvoters
@nclcv
@gop
@iwv
@jim_villhauer
@mamarose2017
@ladyhawkerfinds
@orange_puppet
@norberta36

Top Mentioned in G5:
@gerritrentier

Top Mentioned in G6:
@republic
@aumarunmehra
@naina0806

Top Mentioned in G7:
@ajwvictoriabc
@kingstongreens
@ontariogreens
@robert_kiley
@sethdklein
@votetimgrantgpo
@blairking_ca

Top Mentioned in G8:
@senmarkey
@govofco
@repperlmutter
@sendavidperdue
@energycommerce
@juliabrownley26
@endangered
@kamalaharris
@congressmanraja
@repesty

Top Mentioned in G9:
@jessejenkins
@thirdwayenergy
@nei
@narendramodi
@dinesh_chawla
@p
@irajulpandya
@iea
@dilipjain1979
@pathanasmakhan

Top Mentioned in G10:
@usclimate
@govmurphy
@demgovs
@nygovcuomo
@njsciencemarch
@ginaraimondo
@reptedlieu
@jerrybrowngov
@bruneski
@nrdc

Top Tweeters
Top Tweeters in Entire Graph:
@cary88888888
@feedingjoy
@oldlady12345
@the_news_diva
@lindaleeking
@cagney1991
@honeymoongondol
@washumom
@_redfrog
@twitlertwit

Top Tweeters in G1:
@plantflowes
@dancas2
@doodlebug0
@billm9
@cberrl
@wonderfullone
@brackster39
@just_old_joe
@carolmaewy
@carlyinnj

Top Tweeters in G2:
@washumom
@jamestoupin
@sumersloan
@joekoffee
@gurrdygirl
@inspiteoftrump
@teetweetshere
@anthonybourque
@drwavesportcd1
@sueleugers

Top Tweeters in G3:
@instapundit
@mkues65
@steph93065
@cassidyphoenyx
@debhiers1
@oddy4real
@nooneishere51
@angelinthepine
@ajbuck85
@maegan_laporte

Top Tweeters in G4:
@jtblogs
@lovtoridemytrek
@homegypsy
@rickandkim30yrs
@horseshort
@barbaraward235
@mamarose2017
@uliw315
@viptandon
@brialalexi

Top Tweeters in G5:
@cary88888888
@feedingjoy
@eaglestarnet
@mithu796311
@iconjurer
@madanabhat
@gitanocosmico
@twistools_en
@datagroup_org
@ecointernet3

Top Tweeters in G6:
@vinirish
@250praveen
@mohitsmartlove
@modifidbhaaarat
@pickooo
@vikas1689
@akshaychandorka
@dhaval241086
@samir_patil
@sujitchandran

Top Tweeters in G7:
@pqpolitics
@albertarabbit
@cangal_39
@allan_crawshaw
@pennyvane10
@rciisleaking
@christophloewen
@awunialbgene
@ciiaqap
@acdcjoanie

Top Tweeters in G8:
@drofdem
@trump_enemy
@tyberzannxxxx
@congressrtbot
@nvehecnycrrcom1
@rcarr57
@roxann_minerals
@celerycaraway
@evcoc54
@bonomoam

Top Tweeters in G9:
@railminindia
@prayag
@jspandey_
@ramsabjym
@samgold21
@sydnets
@sunilsharma_jmu
@joshollegien
@kaazzdavore
@anandagarwal554

Top Tweeters in G10:
@cblazina
@matbo2
@charles_gaba
@carmeljudeobsc1
@canadiensfan
@annh1958
@hotelkeys
@okazuyuri
@valor_club
@acahmak