(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction), Twitter, 3/18/2019 4:30:08 PM, 190785


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:
March 18, 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/2FadZxP
@realdonaldtrump
@ukenyatta
@richarddinatale
@energy
@scottmorrisonmp
@defendourfuture
@secretaryperry
@strategicpolicy
@envdefensefund
@

Description:
Description
The graph represents a network of 6,235 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, 18 March 2019 at 08:34 UTC.

The requested start date was Sunday, 17 March 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, 10-hour, 31-minute period from Wednesday, 13 March 2019 at 21:52 UTC to Saturday, 16 March 2019 at 08:24 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 : 6235
Unique Edges : 7289
Edges With Duplicates : 1424
Total Edges : 8713
Number of Edge Types : 3
Mentions : 7418
Replies to : 447
Tweet : 848
Self-Loops : 848
Reciprocated Vertex Pair Ratio : 0.00997506234413965
Reciprocated Edge Ratio : 0.0197530864197531
Connected Components : 984
Single-Vertex Connected Components : 383
Maximum Vertices in a Connected Component : 1920
Maximum Edges in a Connected Component : 2610
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 9.496075
Graph Density : 0.000177133493821167
Modularity : 0.806845
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[133] https://swarajyamag.com/economy/how-modi-government-is-spearheading-a-gas-based-energy-revolution
[17] https://www.bloomberg.com/opinion/articles/2019-03-07/puerto-rico-s-energy-future-is-renewable
[16] https://business.financialpost.com/opinion/canadians-are-realizing-foreign-groups-sabotaged-our-energy-economy-for-no-good-reason
[10] https://www.pressherald.com/2019/03/13/climate-bills-would-set-maine-emission-reduction-goals-for-2050/
[9] https://pamplinmedia.com/fgnt/37-opinion/421878-325877-gonzalez-pass-a-bold-clean-energy-jobs-bill
[7] https://calgaryherald.com/opinion/columnists/varcoe-as-u-s-energy-fortunes-rev-up-canada-spins-its-wheels
[7] https://www.terre-net.fr/actualite-agricole/economie-social/article/l-unifa-alerte-sur-l-imperative-reduction-des-emissions-d-ammoniac-202-146240.html
[7] https://deq.utah.gov/air-quality/clean-air-retrofit-replacement-and-off-road-technology-voluntary-emissions-reduction-program-carrot
[5] https://www.rateitgreen.com/green-building-resources/sustainable-building-events/solar-storage-finance-april-1-2-2019-austin-downtown-tx/3411
[5] https://www.wemeanbusinesscoalition.org/commitment/adopt-a-science-based-emissions-reduction-target/

Top URLs in Tweet in G1:
[6] https://www.pressherald.com/2019/03/13/climate-bills-would-set-maine-emission-reduction-goals-for-2050/
[5] https://betakit.com/emissions-reduction-alberta-announces-100-million-for-cleantech-projects/
[4] https://www.theguardian.com/environment/2018/jun/12/australias-emissions-reduction-target-unambitious-irresponsible
[4] http://theconversation.com/we-can-be-a-carbon-neutral-nation-by-2050-if-we-just-get-on-with-it-111628
[4] https://www.foxbusiness.com/energy/u-s-economy-manufacturing-and-oil-boom-proving-naysayers-wrong
[3] https://www.momenta.partners/edge/platform-for-a-new-energy-economy-a-conversation-with-david-martin
[3] https://business.financialpost.com/opinion/canadians-are-realizing-foreign-groups-sabotaged-our-energy-economy-for-no-good-reason
[3] https://swarajyamag.com/economy/how-modi-government-is-spearheading-a-gas-based-energy-revolution
[3] https://www.cnn.com/2019/03/15/intl_business/venezuela-oil-industry-blackout/index.html
[3] https://www.greentech-news.org/clean-energy-to-power-south-australias-electricity-future/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G3:
[5] https://www.skynews.com.au/details/_6012882139001
[1] https://act.greenpeace.org/page/38672/petition/1?utm_campaign=fossil-fuels&utm_source=facebook.com&utm_medium=post&utm_term=erm-climate
[1] https://twitter.com/SwannyQLD/status/1106391055769845761
[1] https://science.anu.edu.au/news-events/opinion/its-current-rate-australia-track-50-renewable-electricity-2025
[1] https://thewest.com.au/opinion/gemma-tognini/gemma-tognini-kids-are-being-used-as-pawns-in-climate-wars-ng-b881132559z
[1] https://www.theguardian.com/p/bxppq/stw
[1] https://act.greenpeace.org/page/38672/petition/1
[1] https://www.skynews.com.au/

Top URLs in Tweet in G4:
[1] https://twitter.com/vp/status/1104107178007379968
[1] https://www.youtube.com/watch?v=xl4xikzJ2TQ

[1] https://rantt.com/trump-ignores-new-climate-report/
[1] https://twitter.com/powerimpossible/status/1105144662048690176
[1] http://globalcarbonatlas.org/en/CO2-emissions
[1] https://quillette.com/2019/02/27/why-renewables-cant-save-the-planet/
[1] https://climate.nasa.gov

Top URLs in Tweet in G5:
[101] https://swarajyamag.com/economy/how-modi-government-is-spearheading-a-gas-based-energy-revolution

Top URLs in Tweet in G7:
[3] https://www.energyindepth.org/new-report-energy-sector-outperforming-the-economy-on-job-creation/
[1] https://thehill.com/policy/energy-environment/433972-senate-gop-expected-to-force-vote-on-green-new-deal-in-march#.XInLasrw1cU.twitter
[1] https://actnow.io/xekyyVV
[1] https://powerpastimpossible.org/state-of-american-energy/powering-the-economy-through-savings-growth/

Top URLs in Tweet in G8:
[3] http://www.unenvironment.org/news-and-stories/press-release/human-health-dire-straits-if-urgent-actions-are-not-made-protect
[2] https://www.weforum.org/agenda/2019/03/reenvisioning-the-role-for-natural-gas-in-a-clean-energy-future
[1] https://www.unenvironment.org/news-and-stories/press-release/human-health-dire-straits-if-urgent-actions-are-not-made-protect
[1] https://twitter.com/IMPAACTRESEAU/status/1106131803495190528
[1] https://www.schneider-electric.com/en/about-us/sustainability/access-to-energy/
[1] https://trib.al/W7DVCNZ
[1] https://twitter.com/evedx/status/1106435617490128897
[1] https://www.unenvironment.org/interactive/global-environment-outlook/
[1] https://blog.schneider-electric.com/sustainability/2019/03/06/women-energy-and-economic-prosperity-the-linkage-between-sustainability-and-equality/

Top URLs in Tweet in G9:
[1] https://twitter.com/MaryOShaughne16/status/1106348333558317057
[1] https://www.unenvironment.org/interactive/global-environment-outlook/
[1] https://www.businessdailyafrica.com/economy/State-House-sucked-into-Kenya-Power-projects-dispute/3946234-4928690-59wfqd/index.html

Top URLs in Tweet in G10:
[1] https://thebarentsobserver.com/en/ecology-industry-and-energy/2019/03/no-halt-norways-hunger-arctic-oil
[1] https://twitter.com/alda_medeiros/status/1106182124279877632
[1] https://www.facebook.com/enmarchemag/posts/826728257674323
[1] https://twitter.com/AFD_France/status/1065912260705566720

Top Domains
Top Domains in Tweet in Entire Graph:
[138] twitter.com
[134] swarajyamag.com
[26] theguardian.com
[26] com.au
[22] financialpost.com
[21] lnkd.in
[20] bloomberg.com
[19] co.uk
[18] rateitgreen.com
[14] pressherald.com

Top Domains in Tweet in G1:
[44] twitter.com
[17] lnkd.in
[13] theguardian.com
[9] pressherald.com
[6] com.au
[6] centralmaine.com
[6] co.uk
[6] facebook.com
[6] cnn.com
[6] thevisionable.com

Top Domains in Tweet in G3:
[7] com.au
[2] greenpeace.org
[1] twitter.com
[1] edu.au
[1] theguardian.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] youtube.com
[1] rantt.com
[1] globalcarbonatlas.org
[1] quillette.com
[1] nasa.gov

Top Domains in Tweet in G5:
[101] swarajyamag.com

Top Domains in Tweet in G7:
[3] energyindepth.org
[1] thehill.com
[1] actnow.io
[1] powerpastimpossible.org

Top Domains in Tweet in G8:
[5] unenvironment.org
[2] twitter.com
[2] schneider-electric.com
[2] weforum.org
[1] trib.al

Top Domains in Tweet in G9:
[1] twitter.com
[1] unenvironment.org
[1] businessdailyafrica.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] thebarentsobserver.com
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[180] energy
[127] economy
[55] ourclimatemoment
[51] cleanenergy
[50] greennewdeal
[46] schoolsstrike4climate
[44] exeter
[42] mining
[40] climatechange
[40] renewableenergy



Top Hashtags in Tweet in G1:
[35] energy
[30] economy
[14] oilandgas
[10] cleanenergy
[10] environment
[8] alberta
[8] oil
[8] renewableenergy
[7] emissions
[7] climatechange

Top Hashtags in Tweet in G2:
[1] fridaysforfuture

Top Hashtags in Tweet in G3:
[16] climatestrike
[6] auspol
[3] townhallassembly19
[1] schoolstrike4climate
[1] strike4climate
[1] scarecampaigns
[1] schoolsstrike4climate
[1] strikeforclimate
[1] renewables
[1] energy

Top Hashtags in Tweet in G4:
[2] trump2020
[1] ecwtoyota
[1] maga4life
[1] idiocy
[1] impeachment
[1] resist
[1] democrats
[1] beto
[1] trumpderangementsyndrome
[1] magaphobia

Top Hashtags in Tweet in G5:
[1] transformingindia

Top Hashtags in Tweet in G7:
[3] oilandgas
[3] energy
[2] txlege
[1] txenergy
[1] cleanenergy
[1] thursdaymotivation
[1] natgas

Top Hashtags in Tweet in G8:
[21] oneplanetsummit
[4] ges
[4] fertilisation
[4] solvedifferent
[3] energy
[3] climatechange
[2] geo6
[2] environment
[2] unea4
[2] green

Top Hashtags in Tweet in G9:
[2] fossilfuels
[1] solvedifferent
[1] circulareconomy
[1] energytransition
[1] sustainablekengen
[1] uccsustainability
[1] food
[1] energy
[1] waste
[1] geo6

Top Hashtags in Tweet in G10:
[7] kenya
[5] promessetenue
[5] transitionecologique
[4] decarbonisation
[4] electrification
[3] cntefr
[1] europe1
[1] energy
[1] ecf
[1] eu2050

Top Words
Top Words in Tweet in Entire Graph:
[4456] Words in Sentiment List#1: Positive
[2985] Words in Sentiment List#2: Negative
[65] Words in Sentiment List#3: Angry/Violent
[128445] Non-categorized Words
[135886] Total Words
[2619] energy
[1412] economy
[1060] climate
[1038] clean
[922] up

Top Words in Tweet in G1:
[292] energy
[204] economy
[129] emissions
[101] reduction
[98] clean
[84] future
[65] s
[65] climate
[54] new
[47] oil

Top Words in Tweet in G2:
[686] climate
[686] wrong
[686] end
[686] up
[343] deniers
[343] catastrophe
[343] scientists
[343] renewable
[342] robwijnberg
[342] ene

Top Words in Tweet in G3:
[226] need
[126] students
[115] coal
[111] today's
[111] sending
[111] message
[111] major
[111] parties
[111] listen
[111] end

Top Words in Tweet in G4:
[98] energy
[83] realdonaldtrump
[58] 2
[50] economy
[39] 1
[39] foxandfriends
[38] lobbyist
[37] patrick
[37] moore
[37] founder

Top Words in Tweet in G5:
[249] energy
[190] gas
[189] government
[189] spearheading
[189] based
[189] revolution
[153] thesignoffive
[132] narendramodi
[92] c_aashish
[58] transformation

Top Words in Tweet in G6:
[316] another
[158] full
[158] day
[158] stage
[158] 2
[158] 2000
[158] mw
[158] loadshedding
[158] today
[158] 8

Top Words in Tweet in G7:
[108] gregabbott_tx
[100] s
[99] new
[96] over
[95] aoc's
[95] gnd
[95] doa
[95] sen
[95] mcconnell
[95] nothing

Top Words in Tweet in G8:
[100] healthy
[56] future
[53] new
[52] now
[52] clean
[50] planet
[50] people
[50] way
[50] thinking
[50] grow

Top Words in Tweet in G9:
[153] energy
[139] waste
[70] ukenyatta
[69] way
[68] adopting
[68] innovation
[68] approach
[68] converts
[68] industrial
[68] activities

Top Words in Tweet in G10:
[428] nous
[98] à
[93] centrales
[87] les
[86] avons
[86] dit
[86] allions
[86] supprimer
[86] charbon
[85] faisons

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[689] wrong,end
[688] end,up
[684] clean,energy
[356] emissions,reduction
[346] climate,scientists
[345] scientists,wrong
[344] climate,deniers
[344] deniers,wrong
[344] up,catastrophe
[344] catastrophe,climate

Top Word Pairs in Tweet in G1:
[65] clean,energy
[55] emissions,reduction
[24] climate,change
[23] renewable,energy
[22] energy,future
[18] energy,economy
[16] reduce,emissions
[14] u,s
[13] climate,bills
[13] 80,below

Top Word Pairs in Tweet in G2:
[686] wrong,end
[686] end,up
[343] climate,deniers
[343] deniers,wrong
[343] up,catastrophe
[343] catastrophe,climate
[343] climate,scientists
[343] scientists,wrong
[343] up,renewable
[342] robwijnberg,climate

Top Word Pairs in Tweet in G3:
[111] today's,students
[111] students,sending
[111] sending,message
[111] message,major
[111] major,parties
[111] parties,need
[111] need,listen
[111] listen,need
[111] need,end
[111] end,donations

Top Word Pairs in Tweet in G4:
[39] realdonaldtrump,foxandfriends
[38] energy,lobbyist
[37] foxandfriends,1
[37] 1,patrick
[37] patrick,moore
[37] moore,founder
[37] founder,greenpeace
[37] greenpeace,2
[37] 2,energy
[37] lobbyist,30

Top Word Pairs in Tweet in G5:
[189] government,spearheading
[189] spearheading,gas
[189] gas,based
[189] based,energy
[189] energy,revolution
[149] revolution,thesignoffive
[128] narendramodi,government
[92] c_aashish,narendramodi
[57] energy,transformation
[56] nda,government

Top Word Pairs in Tweet in G6:
[158] another,full
[158] full,day
[158] day,stage
[158] stage,2
[158] 2,2000
[158] 2000,mw
[158] mw,loadshedding
[158] loadshedding,today
[158] today,8
[158] 8,11

Top Word Pairs in Tweet in G7:
[95] aoc's,gnd
[95] gnd,doa
[95] doa,sen
[95] sen,mcconnell
[95] mcconnell,s
[95] s,nothing
[95] nothing,remotely
[95] remotely,new
[95] new,proposal
[95] proposal,centralize

Top Word Pairs in Tweet in G8:
[50] future,healthy
[50] healthy,planet
[50] planet,healthy
[50] healthy,people
[50] new,way
[50] way,thinking
[50] thinking,grow
[50] grow,now
[48] now,clean
[48] clean,up

Top Word Pairs in Tweet in G9:
[68] adopting,waste
[68] waste,energy
[68] energy,innovation
[68] innovation,approach
[68] approach,converts
[68] converts,waste
[68] waste,industrial
[68] industrial,activities
[68] activities,energy
[68] energy,one

Top Word Pairs in Tweet in G10:
[86] nous,avons
[86] avons,dit
[86] dit,nous
[86] nous,allions
[86] allions,supprimer
[86] supprimer,les
[86] les,centrales
[86] centrales,à
[86] à,charbon
[86] charbon,nous

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@monsieuramerica
@dawsonsfield
@justintrudeau
@betoorourke
@simonahac
@aoc
@senatemajldr
@fordnation
@ecomanda

Top Replied-To in G3:
@scottmorrisonmp
@caro_oco
@tonyabbottmhr
@angustaylormp
@murray18_joe
@aupolnews

Top Replied-To in G4:
@realdonaldtrump
@betoorourke
@senschumer
@mike_marin1
@thedave2006
@handothecreator
@gopchairwoman
@gabguy66
@shallit43
@carls_lexicon

Top Replied-To in G5:
@thesignoffive

Top Replied-To in G7:
@energyindepth

Top Replied-To in G8:
@unenvironment
@aminajmohammed

Top Replied-To in G9:
@ukenyatta
@worldbank

Top Mentioned
Top Mentioned in Entire Graph:
@robwijnberg
@chrisyelland
@thesignoffive
@narendramodi
@richarddinatale
@gregabbott_tx
@c_aashish
@realdonaldtrump
@enmarchefr
@ukenyatta

Top Mentioned in G1:
@tetrisnet
@zapaman
@environmentguru
@lpgsasa
@hanslak
@cncd111111
@truckersforum
@youactproject
@pemcarbon
@sandrac81413369

Top Mentioned in G2:
@robwijnberg

Top Mentioned in G3:
@richarddinatale
@angustaylormp
@scottmorrisonmp
@mba_aust
@gideoncrozner
@aupolnews
@rods108443078
@sydneyalliance
@craigkellymp
@australianlabor

Top Mentioned in G4:
@realdonaldtrump
@foxandfriends
@ranttmedia
@potus
@vp
@ooga_hq
@betoorourke
@aseitzwald
@toyota
@liptoplap

Top Mentioned in G5:
@thesignoffive
@narendramodi
@c_aashish
@prasannavishy
@dhaval241086
@rajksinghindia
@drsbmantribjp
@swarajyamag

Top Mentioned in G6:
@chrisyelland

Top Mentioned in G7:
@gregabbott_tx
@cnsrvtxns4nrg
@txoga
@collierfortexas
@energyindepth
@efiforthefuture
@davequast

Top Mentioned in G8:
@un_women
@emmanuelmacron
@schneiderelec
@jptricoire
@unenvironment
@joycemsuya
@viavegetale
@wef
@stephanedepinoy
@afdb_group

Top Mentioned in G9:
@ukenyatta
@maryoshaughne16
@gerardmullally1
@kengenkenya
@philippetychon
@worldbank
@kgeorgieva
@jerotichseii
@ukenyatt
@chrisyelland

Top Mentioned in G10:
@enmarchefr
@gegnordiques
@ktdatea
@proparco
@sunref_afd
@afd_france
@ensembleemacron
@corsican_eu
@ephilippepm
@martinbortzfr

Top Tweeters
Top Tweeters in Entire Graph:
@market_screener
@alllibertynews
@environmentguru
@eaglestarnet
@cybertoolsbooks
@geoffrey_payne
@nilimajumder
@solutioneer72
@_redfrog
@thepoliticalcat

Top Tweeters in G1:
@market_screener
@environmentguru
@eaglestarnet
@cybertoolsbooks
@orgetorix
@itsforhome
@finanzlinkswelt
@ecointernetdrgb
@liquidskydesign
@timesnow

Top Tweeters in G2:
@miss_placed_
@jjmplsmn
@lawgirl318
@dwntwndave
@judithkto
@juan_de_vashon
@politeperson123
@fionaquinnbooks
@truthfaustino
@quixoticgeek

Top Tweeters in G3:
@twright55
@whosfibbing
@guytaur
@opa1420
@croakeyblog
@frygerard
@skynewsaust
@alistairpdbain
@kelliekelly23
@shanebazzi

Top Tweeters in G4:
@bbusa617
@kharyp
@wildwillow65
@foxnews
@magannohate
@lrihendry
@knight201701
@jadejensen29
@dontrumpeone
@deepvard

Top Tweeters in G5:
@dhruvbhim
@upma23
@n2r3ndr2
@sootradhar
@tiru_2000
@ram4bharatiyata
@shaileshmishra
@neergopal
@ramana1729
@sirgiridhar

Top Tweeters in G6:
@alettaha
@jcos01
@mckaytracey
@crazydoctorlady
@fatalmoves
@anatinus
@askgregory
@shabs_i_r
@sonjaphd
@sparky_guy

Top Tweeters in G7:
@tea_party_chris
@willbarrett_1
@jetrotter
@stopthatjunk
@purpledalmation
@cherishedsolace
@oma8612
@thejenn999
@mattmackowiak
@texan2a

Top Tweeters in G8:
@nilimajumder
@zafarwestern
@alcinx
@shady2brandals
@wef
@she3rav
@martinegayon
@un_women
@mikequindazzi
@davidjohnson_27

Top Tweeters in G9:
@strategicpolicy
@alykhansatchu
@africaupdates
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Top Tweeters in G10:
@costeslioneler
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