(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 4/21/2019 11:34:16 AM, 194441


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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 21, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2KOp1yO
@thecalebbond
@rods108443078
@whosfibbing
@michaelmaus6
@billshortenmp
@climatecouncil
@abcfactcheck
@gregbrown_theoz
@adamblakester
@bdhowal

Description:
Description
The graph represents a network of 937 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, 21 April 2019 at 10:15 UTC.

The requested start date was Sunday, 21 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, 12-hour, 27-minute period from Sunday, 07 April 2019 at 09:36 UTC to Saturday, 20 April 2019 at 22:04 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 : 937
Unique Edges : 1023
Edges With Duplicates : 15
Total Edges : 1038
Number of Edge Types : 3
Mentions : 885
Replies to : 60
Tweet : 93
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0.00857449088960343
Reciprocated Edge Ratio : 0.0170031880977683
Connected Components : 148
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 232
Maximum Edges in a Connected Component : 259
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.795166
Graph Density : 0.00107293690538088
Modularity : 0.871082
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://www.holyrood.com/event/climate-change-scotland-meeting-emissions-reduction-targets
[4] https://www.huffpost.com/entry/nyc-climate-change-green-new-deal_n_5cad3d1fe4b0e833aa32f12c
[3] https://www.nytimes.com/2019/04/07/business/energy-environment/climate-change-carbon-engineering.html
[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
[2] https://www.canada.ca/en/environment-climate-change/services/environmental-indicators/progress-towards-canada-greenhouse-gas-emissions-reduction-target.html
[2] https://twitter.com/jonathanlea10/status/1117985077642706944
[2] https://www.huffpost.com/entry/nyc-climate-change-green-new-deal_n_5cad3d1fe4b0e833aa32f12c?ncid=engmodushpmg00000004
[2] https://www.abc.net.au/news/2019-04-11/fact-check-coalition-emissions-reduction-angus-taylor/10936652
[2] https://www.facilitiesnet.com/energyefficiency/tip/How-Artificial-Intelligence-Will-Combat-Climate-Change--43489?source=facility_insider&utm_source=facility_insider&utm_campaign=3/19/2019&utm_medium=email
[2] https://www.nytimes.com/2019/04/06/opinion/sunday/climate-change-nuclear-power.html

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 G2:
[1] https://www.abc.net.au/news/2019-04-11/fact-check-coalition-emissions-reduction-angus-taylor/10936652

Top URLs in Tweet in G4:
[2] https://www.nytimes.com/2019/04/07/business/energy-environment/climate-change-carbon-engineering.html
[2] https://www.holyrood.com/event/climate-change-scotland-meeting-emissions-reduction-targets
[1] https://www.nytimes.com/2019/04/06/opinion/sunday/climate-change-nuclear-power.html
[1] https://www.sciencedirect.com/science/article/pii/S0921800918300557
[1] https://www.gov.uk/government/publications/clean-growth-strategy/clean-growth-strategy-executive-summary
[1] https://electrek.co/2019/04/08/shell-climate-solutions-chargers/
[1] https://goo.gl/alerts/dhjEu
[1] https://beta.parliament.scot/bills/climate-change-emissions-reduction-target-scotland-bill
[1] https://www.smart-energy.com/industry-sectors/business-finance-regulation/climate-change-disaster-preserve-water/
[1] https://twitter.com/1PaoloOttaviani/status/1115917503039983616

Top URLs in Tweet in G5:
[1] https://www.cbc.ca/news/canada/british-columbia/emissions-reduction-choices-1.4204206

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:
[1] https://twitter.com/bigstertweets/status/1113564779325554690

Top URLs in Tweet in G10:
[1] https://www.forbes.com/sites/howardgleckman/2018/10/10/bill-nordhaus-the-nobel-prize-climate-change-and-carbon-taxes/#29cb211e6a03

Top Domains
Top Domains in Tweet in Entire Graph:
[19] twitter.com
[8] com.au
[8] huffpost.com
[8] nytimes.com
[6] holyrood.com
[5] co.uk
[3] parliament.scot
[3] canada.ca
[3] cbc.ca
[3] net.au

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

Top Domains in Tweet in G2:
[1] net.au

Top Domains in Tweet in G4:
[7] twitter.com
[4] nytimes.com
[3] huffpost.com
[2] holyrood.com
[2] com.au
[1] sciencedirect.com
[1] gov.uk
[1] electrek.co
[1] goo.gl
[1] parliament.scot

Top Domains in Tweet in G5:
[1] cbc.ca

Top Domains in Tweet in G8:
[1] net.au

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

Top Domains in Tweet in G10:
[1] forbes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] climatechange
[10] climate
[8] cleanenergyjobs
[8] ai
[7] co2
[7] climatechangescotland
[7] vanuatu
[6] passtheccpa
[6] sids
[6] un



Top Hashtags in Tweet in G2:
[1] auspol

Top Hashtags in Tweet in G4:
[4] climatechangescotland
[2] climate
[1] googlealerts
[1] climatechange
[1] pge301
[1] greennewdeal
[1] auspost
[1] efficiencyproduction
[1] breakfastnews
[1] thedrum

Top Hashtags in Tweet in G6:
[1] ausvotes2019
[1] auspol

Top Hashtags in Tweet in G8:
[1] newenglandvotes

Top Words
Top Words in Tweet in Entire Graph:
[430] Words in Sentiment List#1: Positive
[513] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[18905] Non-categorized Words
[19848] Total Words
[437] reduction
[421] emissions
[360] climate
[329] change
[258] bill

Top Words in Tweet in G1:
[194] s
[194] bill
[194] emissions
[194] reduction
[192] shorten
[192] target
[190] economy
[166] answer
[166] t
[164] here

Top Words in Tweet in G2:
[60] climate
[60] change
[60] coalition
[59] depth
[59] piece
[59] abcfactcheck
[59] months
[59] long
[59] misleading
[59] statements

Top Words in Tweet in G3:
[2] co2
[2] climate

Top Words in Tweet in G4:
[40] reduction
[36] climate
[33] emissions
[30] change
[12] new
[11] energy
[10] carbon
[9] more
[9] city
[8] bill

Top Words in Tweet in G5:
[39] media
[39] t
[39] liberal
[39] mouthpiece
[39] pushing
[39] excessive
[39] immigration
[39] numbers
[39] past
[39] 3

Top Words in Tweet in G6:
[10] reduction
[8] climate
[8] change
[7] billshortenmp
[6] s
[6] emissions
[5] shorten
[5] energy
[5] 000
[4] bill

Top Words in Tweet in G7:
[26] master
[26] theology
[26] recall
[26] jesus
[26] christ
[26] blocking
[26] passage
[26] ambulances
[26] hospitals
[26] supposedly

Top Words in Tweet in G8:
[22] care
[22] climate
[22] change
[22] fact
[22] check
[22] emissions
[22] under
[22] coalition
[22] risen
[22] four

Top Words in Tweet in G9:
[45] highway
[44] six
[44] lane
[23] park
[23] climate
[23] change
[22] covered
[22] pushes
[22] toward
[22] catastrophic

Top Words in Tweet in G10:
[15] fordnation
[13] carbon
[11] rodphillips01
[11] done
[9] emissions
[9] nobel
[8] reduction
[8] william
[8] nordhaus
[8] won

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[310] emissions,reduction
[301] climate,change
[217] bill,shorten
[216] reduction,target
[173] don,t
[169] here,s
[169] s,bill
[169] shorten,refusing
[169] refusing,answer
[169] answer,effect

Top Word Pairs in Tweet in G1:
[194] emissions,reduction
[192] bill,shorten
[192] reduction,target
[164] here,s
[164] s,bill
[164] shorten,refusing
[164] refusing,answer
[164] answer,effect
[164] effect,emissions
[164] target,economy

Top Word Pairs in Tweet in G2:
[60] climate,change
[59] depth,piece
[59] piece,abcfactcheck
[59] abcfactcheck,months
[59] months,long
[59] long,misleading
[59] misleading,climate
[59] change,statements
[59] statements,coalition
[58] climatecouncil,depth

Top Word Pairs in Tweet in G4:
[29] climate,change
[13] emissions,reduction
[5] renewable,energy
[5] greenhouse,gas
[5] gas,emissions
[5] new,york
[5] york,city
[4] reduction,emissions
[4] air,pollution
[4] reduction,bill

Top Word Pairs in Tweet in G5:
[39] media,t
[39] t,liberal
[39] liberal,mouthpiece
[39] mouthpiece,pushing
[39] pushing,excessive
[39] excessive,immigration
[39] immigration,numbers
[39] numbers,past
[39] past,3
[39] 3,years

Top Word Pairs in Tweet in G6:
[8] climate,change
[6] emissions,reduction
[4] bill,shorten
[4] reduction,target
[3] 334,000
[3] don,t
[3] jonathanlea10,billshortenmp
[3] billshortenmp,10newsfirst
[3] 10newsfirst,perhaps
[3] perhaps,enlighten

Top Word Pairs in Tweet in G7:
[26] master,theology
[26] theology,recall
[26] recall,jesus
[26] jesus,christ
[26] christ,blocking
[26] blocking,passage
[26] passage,ambulances
[26] ambulances,hospitals
[26] hospitals,supposedly
[25] darrengrimes_,master

Top Word Pairs in Tweet in G8:
[22] care,climate
[22] climate,change
[22] change,fact
[22] fact,check
[22] check,emissions
[22] emissions,under
[22] under,coalition
[22] coalition,risen
[22] risen,four
[22] four,past

Top Word Pairs in Tweet in G9:
[44] six,lane
[44] lane,highway
[23] climate,change
[22] highway,covered
[22] covered,park
[22] park,pushes
[22] pushes,toward
[22] toward,catastrophic
[22] catastrophic,climate
[22] change,much

Top Word Pairs in Tweet in G10:
[8] rodphillips01,fordnation
[8] fordnation,william
[8] william,nordhaus
[8] nordhaus,won
[8] won,nobel
[8] nobel,prize
[8] prize,work
[8] work,carbon
[8] carbon,taxes
[8] taxes,determined

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thecalebbond
@abcfactcheck
@climatecouncil
@iliveasnatalie
@rods108443078
@darrengrimes_
@adamblakester
@bdhowald
@beisgovuk
@gregbrown_theoz

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

Top Mentioned in G2:
@abcfactcheck
@climatecouncil
@adamblakester

Top Mentioned in G3:
@dawntj90
@rln_nelson
@denierbot
@tqmka
@climatearticles
@apafarkasagmand
@gillesnfio
@kuhn_reinhard
@altus_arc
@gods4secularism

Top Mentioned in G5:
@iliveasnatalie

Top Mentioned in G6:
@billshortenmp
@10newsfirst
@rods108443078
@skynewsaust
@thecalebbond
@anodyneparadigm
@jonathanlea10
@abc730
@reviewabc
@whosfibbing

Top Mentioned in G7:
@darrengrimes_

Top Mentioned in G8:
@adamblakester
@abcnews

Top Mentioned in G9:
@bdhowald
@climatecouncil
@abcfactcheck

Top Mentioned in G10:
@fordnation
@rodphillips01
@shiptron3000
@beststephen
@petermo59344684
@pnpcbc

Top Tweeters
Top Tweeters in Entire Graph:
@geoffrey_payne
@honeymoongondol
@telstra
@cahulaan
@tradnews_
@huffpost
@blogdiva
@johnlundin
@whosfibbing
@olumideidowu

Top Tweeters in G1:
@laborfail
@826maureen
@welsh58
@billdobell
@amberx994874
@certoscio2
@lasty52
@pleaseuseaussie
@mark_perry309
@pain_net1

Top Tweeters in G2:
@geoffrey_payne
@frygerard
@ldundas96
@spudbenbean
@kirrinabarry
@apgf2009
@deniseshrivell
@obrijo
@jillwrite
@linmitdan

Top Tweeters in G3:
@regimechangebc
@lindalarsonkemp
@craigthomler
@friendsoscience
@gillesnfio
@rln_nelson
@stormsignalsa
@jaggermickoz
@chrisalecanada
@apafarkasagmand

Top Tweeters in G4:
@cahulaan
@gcobber99
@netnewsbuzz
@sobendito
@bentler
@laughinghyena13
@poitrascbc
@millernote
@crisortunity
@methusheilah

Top Tweeters in G5:
@bioben78
@ottawapolitico
@annmcc123
@mikemw86
@mca420
@jfeilders
@ed1950
@strawberrysnow
@moleskidorothy
@truthhonourand

Top Tweeters in G6:
@whosfibbing
@skynewsaust
@kelliekelly23
@sileer
@warwraith
@chriskkenny
@huw_merlin
@anodyneparadigm
@10newsfirst
@peter217945

Top Tweeters in G7:
@tan123
@loreign83
@tonyfroberts
@jasspin1
@markbishopuk
@greatpoets
@davealexukip
@jaybs
@politicaldittys
@tommywroberts

Top Tweeters in G8:
@abcnews
@rosfler_fuller
@margokingston1
@d_melissa2
@barbvee
@co2ppm
@mangotree_books
@viktor_renquist
@sue0606
@freddyfuddrucke

Top Tweeters in G9:
@capntransit
@brooklynspoke
@nauris_l
@plasticplanners
@bikeloveny
@agreenqueennyc
@jonathanpbryant
@castironbagel
@bdhowald
@bayridgedrivers

Top Tweeters in G10:
@theslimdude
@meadllar
@margssister
@twainshallmeet
@pnpcbc
@ryallgerry
@beststephen
@jaypetersen16
@56peggy
@greatest_asshat


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