(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 5/5/2019 11:56:31 AM, 195687


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(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emiss
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emiss
From:
NodeXLExcelAutomator
Uploaded on:
May 05, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2VgmjqB
@keirasavage00
@bobsaroya
@scottmorrisonmp
@826maureen
@skynewsaust
@rationaliza
@geoffrol321
@corybernardi
@auconservatives
@powerglobalus


Description:
Description
The graph represents a network of 1,192 Twitter users whose tweets in the requested range contained "(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 05 May 2019 at 10:15 UTC.

The requested start date was Sunday, 05 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 13-day, 22-hour, 14-minute period from Sunday, 21 April 2019 at 00:36 UTC to Saturday, 04 May 2019 at 22:50 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 : 1192
Unique Edges : 1269
Edges With Duplicates : 55
Total Edges : 1324
Number of Edge Types : 3
Tweet : 130
Replies to : 79
Mentions : 1115
Self-Loops : 130
Reciprocated Vertex Pair Ratio : 0.0137693631669535
Reciprocated Edge Ratio : 0.0271646859083192
Connected Components : 184
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 317
Maximum Edges in a Connected Component : 406
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.505346
Graph Density : 0.00082976912977082
Modularity : 0.862732
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://www.vox.com/energy-and-environment/2018/4/18/17185496/uk-climate-change-g7-coal-emissions
[7] https://www.theguardian.com/environment/2018/nov/23/tory-mps-demand-net-zero-carbon-emissions-by-2050-theresa-may-climate-change
[6] https://www.thefifthestate.com.au/urbanism/climate-change-news/how-can-australia-meet-its-climate-emissions-reduction-obligations/
[6] https://www.theguardian.com/environment/2019/apr/25/fact-or-fiction-we-check-coalitions-claims-about-labors-climate-change-policy
[5] https://www.edie.net/news/11/CCC-urges-UK-to-set-net-zero-emissions-target--Here-s-everything-you-need-to-know/
[4] https://www.news.com.au/national/federal-election/economists-warns-labors-emissions-reduction-target-will-cost-economy-264-billion/news-story/53bd75f1f84f8a0cc0b941ea30c101dd
[3] https://www.news.com.au/national/federal-election/economists-warns-labors-emissions-reduction-target-will-cost-economy-264-billion/news-story/53bd75f1f84f8a0cc0b941ea30c101dd#.tvxlx|kn9au
[3] https://www.canada.ca/en/environment-climate-change/services/environmental-indicators/progress-towards-canada-greenhouse-gas-emissions-reduction-target.html
[3] https://designtaxi.com/news/404463/New-York-City-To-Ban-Glass-And-Steel-Skyscrapers-To-Tackle-Climate-Change/
[2] https://www.theguardian.com/environment/2019/apr/25/fact-or-fiction-we-check-coalitions-claims-about-labors-climate-change-policy?CMP=share_btn_tw

Top URLs in Tweet in G1:
[1] https://www.news.com.au/national/federal-election/economists-warns-labors-emissions-reduction-target-will-cost-economy-264-billion/news-story/53bd75f1f84f8a0cc0b941ea30c101dd
[1] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fnation%2fpolitics%2fpriceless-shortens-climate-change-cost%2fnews-story%2fc64f9493c26abfa477bc1ef85fb4f3fa

Top URLs in Tweet in G3:
[1] https://twitter.com/pnpcbc/status/1122918422537494530

Top URLs in Tweet in G4:
[2] https://www.theguardian.com/environment/2019/apr/25/fact-or-fiction-we-check-coalitions-claims-about-labors-climate-change-policy?CMP=share_btn_tw
[2] https://www.news.com.au/national/federal-election/economists-warns-labors-emissions-reduction-target-will-cost-economy-264-billion/news-story/53bd75f1f84f8a0cc0b941ea30c101dd
[2] https://trib.al/FCEU5Kt
[1] https://www.carbonbrief.org/analysis-why-the-uks-co2-emissions-have-fallen-38-since-1990
[1] https://www.itu.int/en/ITU-T/climatechange/resources/Pages/default.aspx
[1] https://twitter.com/aminajmohammed/status/1120136687068356613
[1] https://twitter.com/republicen/status/1119305317723136000
[1] https://ehsdailyadvisor.blr.com/2019/04/cities-take-action-on-renewable-energy-reduction-of-ghg-emissions/
[1] https://www.chemeurope.com/en/news/1160688/electric-vehicles-are-not-a-panacea-for-climate-change.html?pk_campaign=ca0066&WT.mc_id=ca0066
[1] https://www.chemeurope.com/en/news/1160688/electric-vehicles-are-not-a-panacea-for-climate-change.html?WT.mc_id=ca0066&pk_campaign=ca0066

Top URLs in Tweet in G5:
[3] https://www.news.com.au/national/federal-election/economists-warns-labors-emissions-reduction-target-will-cost-economy-264-billion/news-story/53bd75f1f84f8a0cc0b941ea30c101dd#.tvxlx|kn9au
[1] https://www.news.com.au/national/federal-election/economists-warns-labors-emissions-reduction-target-will-cost-economy-264-billion/news-story/53bd75f1f84f8a0cc0b941ea30c101dd#.4o84b
[1] https://www.news.com.au/national/federal-election/economists-warns-labors-emissions-reduction-target-will-cost-economy-264-billion/news-story/53bd75f1f84f8a0cc0b941ea30c101dd#.rpz66
[1] https://www.news.com.au/national/federal-election/economists-warns-labors-emissions-reduction-target-will-cost-economy-264-billion/news-story/53bd75f1f84f8a0cc0b941ea30c101dd#.5anoa
[1] https://www.news.com.au/national/federal-election/economists-warns-labors-emissions-reduction-target-will-cost-economy-264-billion/news-story/53bd75f1f84f8a0cc0b941ea30c101dd#.16aw2
[1] https://www.news.com.au/national/federal-election/economists-warns-labors-emissions-reduction-target-will-cost-economy-264-billion/news-story/53bd75f1f84f8a0cc0b941ea30c101dd#.657yw

Top URLs in Tweet in G6:
[1] https://www.skynews.com.au/peoplesforum
[1] https://www.theaustralian.com.au/nation/politics/priceless-shortens-climate-change-cost/news-story/c64f9493c26abfa477bc1ef85fb4f3fa

Top URLs in Tweet in G7:
[7] https://www.theguardian.com/environment/2018/nov/23/tory-mps-demand-net-zero-carbon-emissions-by-2050-theresa-may-climate-change
[2] https://www.canada.ca/en/environment-climate-change/services/environmental-indicators/progress-towards-canada-greenhouse-gas-emissions-reduction-target.html
[1] https://twitter.com/PDBateman/status/1121389664819134465
[1] http://www.auditor.on.ca/en/content/news/16_newsreleases/2016news_3.02.pdf

Top URLs in Tweet in G8:
[10] https://www.vox.com/energy-and-environment/2018/4/18/17185496/uk-climate-change-g7-coal-emissions

Top URLs in Tweet in G9:
[1] https://www.cbc.ca/news/politics/doug-ford-climate-carbon-tax-emissions-1.5108852?__vfz=medium%3Dsharebar

Top URLs in Tweet in G10:
[1] https://www.theguardian.com/australia-news/2019/may/01/international-permits-crucial-in-emissions-reduction-policy-modelling-shows
[1] https://www.theguardian.com/environment/2019/feb/15/emissions-reduction-fund-could-be-used-to-upgrade-40-year-old-coal-fired-power-plant

Top Domains
Top Domains in Tweet in Entire Graph:
[33] com.au
[20] theguardian.com
[18] twitter.com
[12] vox.com
[7] co.uk
[6] edie.net
[4] org.uk
[4] canada.ca
[3] theconversation.com
[3] trib.al

Top Domains in Tweet in G1:
[2] com.au

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[10] com.au
[4] twitter.com
[4] theguardian.com
[3] org.uk
[3] reddit.com
[2] chemeurope.com
[2] co.uk
[2] trib.al
[2] theconversation.com
[1] carbonbrief.org

Top Domains in Tweet in G5:
[8] com.au

Top Domains in Tweet in G6:
[2] com.au

Top Domains in Tweet in G7:
[7] theguardian.com
[2] canada.ca
[1] twitter.com
[1] on.ca

Top Domains in Tweet in G8:
[10] vox.com

Top Domains in Tweet in G9:
[1] cbc.ca

Top Domains in Tweet in G10:
[2] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] earthday
[27] dougford
[27] rodphillips
[16] auspol
[11] pmqs
[11] earthday2019
[9] emissions
[9] grassland
[7] climatechange
[6] energy



Top Hashtags in Tweet in G3:
[1] cdnpoli
[1] climateaction

Top Hashtags in Tweet in G4:
[3] auspol
[2] earthday
[2] emissions
[1] stem
[1] scientists
[1] engineers
[1] renewableenergy
[1] energyefficiency
[1] energyindustry
[1] targetsetting

Top Hashtags in Tweet in G5:
[6] auspol
[1] ausvotes
[1] ausvotes2019
[1] bringbackcommonsense

Top Hashtags in Tweet in G6:
[2] jonesandco
[1] peoplesforum
[1] auspol
[1] climate

Top Hashtags in Tweet in G7:
[3] cdnpoli
[2] canada
[1] cdnpoi
[1] onpoli
[1] ottcity

Top Hashtags in Tweet in G8:
[21] earthday

Top Hashtags in Tweet in G9:
[27] dougford
[27] rodphillips
[1] cpc
[1] cdnpoli

Top Hashtags in Tweet in G10:
[1] climatebudget
[1] springst

Top Words
Top Words in Tweet in Entire Graph:
[402] Words in Sentiment List#1: Positive
[580] Words in Sentiment List#2: Negative
[19] Words in Sentiment List#3: Angry/Violent
[26470] Non-categorized Words
[27452] Total Words
[779] climate
[737] reduction
[703] change
[629] emissions
[277] 50

Top Words in Tweet in G1:
[200] reduction
[199] emissions
[186] climate
[186] change
[184] over
[183] steggall
[183] 50
[182] m
[181] keirasavage00
[181] zali

Top Words in Tweet in G2:
[230] pretends
[117] plan
[116] carbon
[116] tax
[116] emissions
[115] trudeau
[115] climate
[115] change
[115] achieve
[115] canada's

Top Words in Tweet in G3:
[146] 1
[74] actions
[74] clean
[73] again
[73] inaccurate
[73] 50
[73] built
[73] four
[73] pillars
[73] under

Top Words in Tweet in G4:
[64] climate
[55] change
[53] reduction
[47] emissions
[17] s
[15] policy
[13] co2
[12] carbon
[11] 2030
[11] cost

Top Words in Tweet in G5:
[54] climate
[53] bill
[53] cost
[53] change
[53] policy
[52] shorten
[44] refused
[44] put
[43] conservative
[43] party

Top Words in Tweet in G6:
[45] emissions
[37] reduction
[33] climate
[31] change
[26] skynewsaust
[26] target
[25] per
[25] cent
[24] scottmorrisonmp
[24] both

Top Words in Tweet in G7:
[13] reduction
[10] emissions
[7] real
[7] conservatives
[7] 100
[6] climate
[5] change
[5] plan
[5] ontariopcparty
[4] canada

Top Words in Tweet in G8:
[39] uk
[24] reduction
[22] achieved
[22] biggest
[22] c02
[22] emmisions
[21] #earthday
[20] great
[20] stats
[20] 2019

Top Words in Tweet in G9:
[28] reduction
[27] #dougford
[27] #rodphillips
[27] piggyback
[27] kathleenwynne's
[27] carbon
[27] record
[27] beyond
[27] reprehensible
[27] ford

Top Words in Tweet in G10:
[31] climate
[20] energy
[18] change
[14] cost
[13] fossil
[13] fuel
[13] luddite
[13] doing
[13] something
[13] high

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[681] climate,change
[495] emissions,reduction
[187] 50,emissions
[186] zali,steggall
[186] m,climate
[185] steggall,m
[185] change,want
[185] want,over
[185] over,50
[185] reduction,q

Top Word Pairs in Tweet in G1:
[198] emissions,reduction
[186] climate,change
[181] zali,steggall
[180] steggall,m
[180] m,climate
[180] change,want
[180] want,over
[180] over,50
[180] 50,emissions
[180] reduction,q

Top Word Pairs in Tweet in G2:
[116] carbon,tax
[115] trudeau,pretends
[115] pretends,plan
[115] plan,climate
[115] climate,change
[115] change,pretends
[115] pretends,carbon
[115] tax,achieve
[115] achieve,canada's
[115] canada's,emissions

Top Word Pairs in Tweet in G3:
[73] 1,again
[73] again,inaccurate
[73] inaccurate,50
[73] 50,actions
[73] actions,1
[73] 1,built
[73] built,four
[73] four,pillars
[73] pillars,under
[73] under,pan

Top Word Pairs in Tweet in G4:
[53] climate,change
[20] emissions,reduction
[9] change,policy
[8] greenhouse,gas
[8] gas,emissions
[7] policy,cost
[6] electric,vehicles
[6] per,cent
[5] co2,emissions
[5] carbon,emissions

Top Word Pairs in Tweet in G5:
[53] climate,change
[52] bill,shorten
[52] change,policy
[44] refused,put
[43] shorten,refused
[43] put,cost
[43] cost,climate
[43] policy,conservative
[43] conservative,party
[43] party,leader

Top Word Pairs in Tweet in G6:
[28] climate,change
[28] emissions,reduction
[25] per,cent
[25] reduction,target
[24] scottmorrisonmp,both
[24] both,parties
[24] parties,plans
[24] plans,tackle
[24] tackle,climate
[24] change,ours

Top Word Pairs in Tweet in G7:
[6] real,conservatives
[5] climate,change
[5] 100,reduction
[3] mln,tonnes
[3] conservatives,want
[3] want,100
[3] reduction,fossil
[3] fossil,fuel
[3] fuel,emissions
[3] fordnation,ontariopcparty

Top Word Pairs in Tweet in G8:
[22] achieved,biggest
[22] biggest,reduction
[22] reduction,c02
[22] c02,emmisions
[21] uk,achieved
[20] great,stats
[20] stats,#earthday
[20] #earthday,2019
[20] 2019,uk
[13] new,european

Top Word Pairs in Tweet in G9:
[27] #dougford,#rodphillips
[27] #rodphillips,piggyback
[27] piggyback,kathleenwynne's
[27] kathleenwynne's,carbon
[27] carbon,reduction
[27] reduction,record
[27] record,beyond
[27] beyond,reprehensible
[27] reprehensible,ford
[26] pennygill3,#dougford

Top Word Pairs in Tweet in G10:
[18] climate,change
[13] fossil,fuel
[13] fuel,luddite
[13] luddite,cost
[13] cost,doing
[13] doing,something
[13] something,climate
[13] change,high
[13] high,australia's
[13] australia's,energy

Top Replied-To
Top Replied-To in Entire Graph:
@cathmckenna
@andrewscheer
@scottwx_twn
@surfcrest
@johndelaney
@anthony27556002
@progressive_con
@tonyabbottmhr
@fran_b__
@keirasavage00

Top Replied-To in G1:
@keirasavage00

Top Replied-To in G6:
@imbalaska
@skynewsaust
@peteryacht

Top Replied-To in G7:
@cathmckenna
@andrewscheer
@surfcrest
@davidmcla
@mikeschreiner
@natobserver
@glen4climate
@romboughsunni
@acoyne
@stewgc64

Top Replied-To in G8:
@darrengrimes_
@olivercooper
@wwf_uk
@amandeepbhogal
@afneil
@carriesymonds
@matthancock
@steve_hawkes
@jaglancy

Top Replied-To in G9:
@ksmithreg

Top Mentioned
Top Mentioned in Entire Graph:
@keirasavage00
@bobsaroya
@ishat_reza
@corybernardi
@auconservatives
@pennygill3
@skynewsaust
@scottmorrisonmp
@826maureen
@clim8resistance

Top Mentioned in G1:
@keirasavage00
@826maureen
@auconservatives
@corybernardi
@davidmu25579754

Top Mentioned in G2:
@bobsaroya

Top Mentioned in G3:
@ishat_reza

Top Mentioned in G4:
@tetrisnet
@enerveescore

Top Mentioned in G5:
@corybernardi
@auconservatives
@newscomauhq
@826maureen
@den2114
@keirasavage00
@robbomaroon

Top Mentioned in G6:
@skynewsaust
@scottmorrisonmp
@australian
@lanemortan
@keirasavage00
@826maureen
@deb2829
@austaxpayers
@johno0910

Top Mentioned in G7:
@ontariopcparty
@fordnation
@xr_toronto
@cpc_hq
@ontariogreens
@rodphillips01
@pbo_dpb
@andrewscheer
@eamorris_
@bill_morneau

Top Mentioned in G8:
@darrengrimes_
@tweetinglnd
@olivercooper
@amandeepbhogal
@steve_hawkes
@wwf_uk

Top Mentioned in G9:
@pennygill3
@lesliemaggie
@nathancullen
@ishat_reza
@hopealdridge
@ksmithreg

Top Mentioned in G10:
@timbuckleyieefa
@aruptom
@actonclimatevic
@murpharoo

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@joannecangal
@ecointernetdrgb
@1loriking
@markplackett1
@daveyk317
@otiose94
@powerglobalus
@smell3roses
@annaercilla

Top Tweeters in G1:
@powerglobalus
@laborfail
@826maureen
@grogparty
@omgthemess
@mediamonarchy
@amberx994874
@duck_hk
@rhondamint
@johnricho45

Top Tweeters in G2:
@4est2j
@ottawapolitico
@littleshasta
@gilly_bean42
@srduquette3
@kurganonlyone
@athena1944
@ed1950
@dougers14
@belgium1649

Top Tweeters in G3:
@joannecangal
@1loriking
@smell3roses
@ksp_libs
@murfad
@ruthmkb
@muskokamoneybag
@tintie4
@jsinvr
@mustangmadd

Top Tweeters in G4:
@annaercilla
@3novicessydney
@andyvermaut
@franciswashere
@drmatthewhardy
@tetrisnet
@barbarahflowers
@theuncledaily
@theleftwinguk
@craigcaplan

Top Tweeters in G5:
@newscomauhq
@den2114
@marypharaoh
@gato188
@lasty52
@bevperth
@andrew_marcus21
@robbomaroon
@kawunnee
@toomuchfandango

Top Tweeters in G6:
@skynewsaust
@banas51
@australian
@nobby_greens
@debgroarke
@lynestel
@travlic
@questionmoreaus
@imbalaska
@gegsy1

Top Tweeters in G7:
@torontostar
@acoyne
@natobserver
@eamorris_
@norsunenergy
@elizabethmay
@cathmckenna
@theturner
@glen4climate
@jkenney

Top Tweeters in G8:
@grnconservatism
@sophieblack2016
@steve_hawkes
@alexrambles
@afneil
@andrewfurr3
@jakderippa
@olivercooper
@twistedwillow
@wwf_uk

Top Tweeters in G9:
@chuckw12
@hopealdridge
@roxannelwright
@theslimdude
@tizianadimatteo
@bairdbev
@downtownrob88
@jemmscee2
@dmd1943
@rob_bieber

Top Tweeters in G10:
@markplackett1
@northway_debbie
@u_hardy
@malurussally
@absurd_penguin
@julielyford
@vivianharris45
@murpharoo
@therealewbank
@visivoz


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