(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 4/28/2019 12:16:55 PM, 195053


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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:
April 28, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2VtzqnP
@thecalebbond
@rods108443078
@gregbrown_theoz
@corybernardi
@auconservatives
@lrhen57
@wafarmers
@willlthetruth96
@darrengrimes_
@stevegarlan

Description:
Description
The graph represents a network of 992 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, 28 April 2019 at 10:15 UTC.

The requested start date was Sunday, 28 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 13-day, 20-hour, 53-minute period from Sunday, 14 April 2019 at 00:43 UTC to Saturday, 27 April 2019 at 21:36 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 : 992
Unique Edges : 1073
Edges With Duplicates : 29
Total Edges : 1102
Number of Edge Types : 3
Tweet : 94
Mentions : 928
Replies to : 80
Self-Loops : 94
Reciprocated Vertex Pair Ratio : 0.0163098878695209
Reciprocated Edge Ratio : 0.0320962888665998
Connected Components : 162
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 249
Maximum Edges in a Connected Component : 316
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.88082
Graph Density : 0.00101416783307835
Modularity : 0.867969
NodeXL Version : 1.0.1.411

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
[6] https://www.theguardian.com/environment/2019/apr/25/fact-or-fiction-we-check-coalitions-claims-about-labors-climate-change-policy
[5] https://www.holyrood.com/event/climate-change-scotland-meeting-emissions-reduction-targets
[4] https://www.theguardian.com/environment/2018/nov/23/tory-mps-demand-net-zero-carbon-emissions-by-2050-theresa-may-climate-change
[3] https://ehsdailyadvisor.blr.com/2019/04/cities-take-action-on-renewable-energy-reduction-of-ghg-emissions/
[3] https://www.huffpost.com/entry/nyc-climate-change-green-new-deal_n_5cad3d1fe4b0e833aa32f12c
[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.canada.ca/en/environment-climate-change/services/environmental-indicators/progress-towards-canada-greenhouse-gas-emissions-reduction-target.html
[2] https://www.youtube.com/watch?v=RiHdinxWQFs

[2] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fnation%2fpolitics%2flabors-climate-policy-will-hurt-farmers-national-farmers-federation-says%2fnews-story%2fc47fdeee8052b24006e2ad16a33b6e77

Top URLs in Tweet in G1:
[1] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fnation%2fpolitics%2fbill-shorten-refuses-to-put-cost-on-climate-change-policy%2fnews-story%2f15e2419e9e9eb4dc24eb93f1f024b976

Top URLs in Tweet in G4:
[2] https://ehsdailyadvisor.blr.com/2019/04/cities-take-action-on-renewable-energy-reduction-of-ghg-emissions/
[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
[1] https://www.nytimes.com/2019/04/07/business/energy-environment/climate-change-carbon-engineering.html
[1] https://lnkd.in/gVpdMaA
[1] https://twitter.com/juliedabrusin/status/1117419585991524353
[1] https://stochastictrend.blogspot.com/2019/04/emissions-reduction-survey-2019.html
[1] https://twitter.com/jonathanlea10/status/1117985077642706944
[1] https://www.cbc.ca/news/canada/new-brunswick/higgs-carr-emissions-reduction-target-2030-carbon-tax-1.5083616
[1] https://rew-online.com/2019/04/city-council-leading-new-york-down-wrong-road-on-climate-change/
[1] https://www.carbonlighthouse.com/los-angeles-clean-energy-service-office/

Top URLs in Tweet in G6:
[4] https://www.theguardian.com/environment/2018/nov/23/tory-mps-demand-net-zero-carbon-emissions-by-2050-theresa-may-climate-change
[1] https://twitter.com/PDBateman/status/1121389664819134465
[1] https://www.forbes.com/sites/howardgleckman/2018/10/10/bill-nordhaus-the-nobel-prize-climate-change-and-carbon-taxes/#29cb211e6a03

Top URLs in Tweet in G7:
[1] https://www.cbc.ca/news/politics/doug-ford-climate-carbon-tax-emissions-1.5108852?__vfz=medium%3Dsharebar

Top URLs in Tweet in G8:
[1] https://www.abc.net.au/news/2019-04-11/fact-check-coalition-emissions-reduction-angus-taylor/10936652?utm_source=sfmc&utm_medium=email&utm_content=&utm_campaign=%5bnews_sfmc_newsmail_am_df_!n1%5d%3a8935&user_id=b926aaa57310272a21fbc74e79f76083c69314aeb1dfdfe245a019f7030606b0&WT.tsrc=email&WT.mc_id=Email%7c%5bnews_sfmc_newsmail_am_df_!n1%5d%7c8935ABCNewsmail_topstories_articlelink

Top URLs in Tweet in G9:
[2] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fnation%2fpolitics%2flabors-climate-policy-will-hurt-farmers-national-farmers-federation-says%2fnews-story%2fc47fdeee8052b24006e2ad16a33b6e77
[1] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fnation%2fpolitics%2ffederal-election-2019-campaign-day-ten-shorten-aims-to-reset-ledger%2fnews-story%2fe829f4a982cc68b045e2d885f6e1b45f

Top URLs in Tweet in G10:
[1] https://twitter.com/bbcideas/status/1118869035570036737
[1] https://ec.europa.eu/clima/policies/effort_en

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] earthday
[27] dougford
[27] rodphillips
[19] climatechange
[11] pmqs
[11] earthday2019
[9] climate
[8] cleanenergyjobs
[7] vanuatu
[6] passtheccpa



Top Hashtags in Tweet in G3:
[1] auspol
[1] ausvotes
[1] ausvotes2019
[1] bringbackcommonsense

Top Hashtags in Tweet in G4:
[2] climate
[2] climatechangescotland
[2] earthday
[1] auspost
[1] efficiencyproduction
[1] breakfastnews
[1] thedrum
[1] ausvotes
[1] coalition
[1] cdnpoli

Top Hashtags in Tweet in G6:
[2] cdnpoli
[1] canada
[1] onpoli
[1] ottcity
[1] dougford
[1] rodphillips

Top Hashtags in Tweet in G7:
[26] dougford
[26] rodphillips
[1] cpc
[1] cdnpoli

Top Hashtags in Tweet in G8:
[1] ausvotes2019
[1] auspol
[1] newenglandvotes

Top Hashtags in Tweet in G9:
[2] auspol

Top Words
Top Words in Tweet in Entire Graph:
[392] Words in Sentiment List#1: Positive
[569] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[20458] Non-categorized Words
[21419] Total Words
[525] reduction
[422] emissions
[375] climate
[337] change
[284] bill

Top Words in Tweet in G1:
[191] bill
[190] s
[190] emissions
[190] reduction
[189] shorten
[188] target
[187] economy
[164] t
[164] answer
[162] here

Top Words in Tweet in G2:
[2] co2
[2] climate

Top Words in Tweet in G3:
[50] bill
[50] shorten
[45] refused
[45] put
[43] policy
[42] cost
[42] climate
[42] change
[42] conservative
[42] party

Top Words in Tweet in G4:
[40] climate
[37] reduction
[33] change
[32] emissions
[12] carbon
[11] energy
[9] co2
[8] more
[8] s
[7] action

Top Words in Tweet in G5:
[36] darrengrimes_
[27] master
[27] theology
[27] recall
[27] jesus
[27] christ
[27] blocking
[27] passage
[27] ambulances
[27] hospitals

Top Words in Tweet in G6:
[14] reduction
[12] fordnation
[11] done
[10] emissions
[9] carbon
[7] rodphillips01
[6] targets
[6] ford
[6] fair
[6] share

Top Words in Tweet in G7:
[27] reduction
[26] #dougford
[26] #rodphillips
[26] piggyback
[26] kathleenwynne's
[26] carbon
[26] record
[26] beyond
[26] reprehensible
[26] ford

Top Words in Tweet in G8:
[10] climate
[10] change
[6] billshortenmp
[6] emissions
[5] reduction
[4] being
[4] cost
[3] jonathanlea10
[3] 10newsfirst
[3] perhaps

Top Words in Tweet in G9:
[20] target
[20] bill
[20] shorten
[19] emissions
[19] reduction
[16] 45
[15] climate
[15] change
[15] policy
[14] carbon

Top Words in Tweet in G10:
[22] climate
[22] change
[21] need
[21] 30
[20] welcome
[20] fact
[20] urgent
[20] address
[20] gone
[20] niche

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[328] emissions,reduction
[300] climate,change
[261] bill,shorten
[221] reduction,target
[174] don,t
[170] here,s
[170] s,bill
[170] shorten,refusing
[170] refusing,answer
[170] answer,effect

Top Word Pairs in Tweet in G1:
[190] emissions,reduction
[189] bill,shorten
[188] reduction,target
[162] here,s
[162] s,bill
[162] shorten,refusing
[162] refusing,answer
[162] answer,effect
[162] effect,emissions
[162] target,economy

Top Word Pairs in Tweet in G3:
[50] bill,shorten
[45] refused,put
[42] shorten,refused
[42] put,cost
[42] cost,climate
[42] climate,change
[42] change,policy
[42] policy,conservative
[42] conservative,party
[42] party,leader

Top Word Pairs in Tweet in G4:
[31] climate,change
[9] emissions,reduction
[6] co2,emissions
[6] carbon,emissions
[6] electric,vehicles
[5] renewable,energy
[5] reduction,co2
[4] reduction,emissions
[4] greta,thunberg
[3] reduction,greenhouse

Top Word Pairs in Tweet in G5:
[27] master,theology
[27] theology,recall
[27] recall,jesus
[27] jesus,christ
[27] christ,blocking
[27] blocking,passage
[27] passage,ambulances
[27] ambulances,hospitals
[27] hospitals,supposedly
[26] darrengrimes_,master

Top Word Pairs in Tweet in G6:
[6] reduction,targets
[6] fair,share
[6] emissions,reduction
[5] fordnation,premier
[5] premier,ford
[5] ford,done
[5] done,fair
[5] share,meet
[5] meet,emissions
[5] targets,done

Top Word Pairs in Tweet in G7:
[26] #dougford,#rodphillips
[26] #rodphillips,piggyback
[26] piggyback,kathleenwynne's
[26] kathleenwynne's,carbon
[26] carbon,reduction
[26] reduction,record
[26] record,beyond
[26] beyond,reprehensible
[26] reprehensible,ford
[25] pennygill3,#dougford

Top Word Pairs in Tweet in G8:
[10] climate,change
[3] jonathanlea10,billshortenmp
[3] billshortenmp,10newsfirst
[3] 10newsfirst,perhaps
[3] perhaps,enlighten
[3] enlighten,cost
[3] cost,climate
[3] change,action
[2] change,being
[2] anodyneparadigm,jonathanlea10

Top Word Pairs in Tweet in G9:
[20] bill,shorten
[19] emissions,reduction
[19] reduction,target
[15] climate,change
[15] change,policy
[14] carbon,tax
[14] gregbrown_theoz,bill
[13] shorten,set
[13] set,brawl
[13] brawl,farmers

Top Word Pairs in Tweet in G10:
[22] climate,change
[20] welcome,fact
[20] fact,urgent
[20] urgent,need
[20] need,address
[20] address,climate
[20] change,gone
[20] gone,niche
[20] niche,mainstream
[20] mainstream,over

Top Replied-To
Top Replied-To in Entire Graph:
@lbc
@fordnation
@undp
@msnbc
@ksmithreg
@acoyne
@andrewscheer
@natobserver
@mikeschreiner
@stay_young4now

Top Replied-To in G1:
@hobson4choice

Top Replied-To in G2:
@tupac_katari123

Top Replied-To in G6:
@fordnation
@acoyne
@mikeschreiner
@natobserver
@andrewscheer
@pnpcbc
@rodphillips01

Top Replied-To in G7:
@ksmithreg

Top Replied-To in G8:
@stay_young4now
@jeremysear
@jonathanlea10
@trish_corry

Top Replied-To in G10:
@lbc

Top Mentioned
Top Mentioned in Entire Graph:
@thecalebbond
@corybernardi
@auconservatives
@darrengrimes_
@rods108443078
@pennygill3
@beisgovuk
@clim8resistance
@iliveasnatalie
@gregbrown_theoz

Top Mentioned in G1:
@thecalebbond
@rods108443078
@826maureen
@hobson4choice

Top Mentioned in G2:
@dawntj90
@rln_nelson
@denierbot
@tqmka
@climatearticles
@apafarkasagmand
@gillesnfio
@kuhn_reinhard
@altus_arc
@gods4secularism

Top Mentioned in G3:
@corybernardi
@auconservatives
@thecalebbond
@rods108443078

Top Mentioned in G4:
@enerveescore

Top Mentioned in G5:
@darrengrimes_

Top Mentioned in G6:
@fordnation
@rodphillips01
@beststephen
@ontariopcparty
@cpc_hq
@ontariogreens
@xr_toronto
@petermo59344684
@pnpcbc
@davidmcla

Top Mentioned in G7:
@pennygill3
@lesliemaggie
@nathancullen

Top Mentioned in G8:
@billshortenmp
@10newsfirst
@abcnews
@anodyneparadigm
@jonathanlea10
@sc4ther
@anzac75
@jgcarter_
@gavmorris
@barriecassidy

Top Mentioned in G9:
@gregbrown_theoz
@wafarmers
@thecalebbond
@auconservatives
@corybernardi

Top Mentioned in G10:
@beisgovuk
@claireperrymp
@andrewcastle63

Top Tweeters
Top Tweeters in Entire Graph:
@huffpost
@powerglobalus
@whosfibbing
@isearch247
@chuckw12
@skynews
@sydnets
@drrimmer
@sinow
@cristinaprkr

Top Tweeters in G1:
@whosfibbing
@laborfail
@826maureen
@welsh58
@billdobell
@amberx994874
@certoscio2
@pleaseuseaussie
@mark_perry309
@pain_net1

Top Tweeters in G2:
@regimechangebc
@lindalarsonkemp
@craigthomler
@friendsoscience
@gillesnfio
@rln_nelson
@stormsignalsa
@jaggermickoz
@chrisalecanada
@apafarkasagmand

Top Tweeters in G3:
@powerglobalus
@marypharaoh
@gato188
@lasty52
@bevperth
@andrew_marcus21
@kawunnee
@toomuchfandango
@thompsonp1950
@worldvoyeures

Top Tweeters in G4:
@isearch247
@gcobber99
@bentler
@laughinghyena13
@poitrascbc
@spicepaxuk
@methusheilah
@billsparow1
@socialistdogmom
@ayesha_mattu

Top Tweeters in G5:
@tan123
@loreign83
@tonyfroberts
@markbishopuk
@jasspin1
@greatpoets
@davealexukip
@jaybs
@politicaldittys
@andrewfurr3

Top Tweeters in G6:
@theslimdude
@acoyne
@natobserver
@meadllar
@norsunenergy
@margssister
@twainshallmeet
@pnpcbc
@accfanto
@davidmcla

Top Tweeters in G7:
@chuckw12
@hopealdridge
@tizianadimatteo
@bairdbev
@downtownrob88
@jemmscee2
@dmd1943
@rob_bieber
@the_miss_g
@katelaterally

Top Tweeters in G8:
@abcnews
@9newsaus
@jeremysear
@d_melissa2
@huw_merlin
@anodyneparadigm
@10newsfirst
@nathanlee
@trish_corry
@greens

Top Tweeters in G9:
@australian
@davidsea7
@lrhen57
@srb1970rita
@stationmum101
@thisisraysblog
@lloydbd13
@mrobertsqld
@mal_whatmore
@nationalfarmers

Top Tweeters in G10:
@lbc
@solar_bud
@james_bg
@explorerdale
@beisgovuk
@defragovuk
@andrewcastle63
@gringuitafeliz
@drb
@1303yerf


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