(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 8/11/2019 12:06:25 PM, 206394


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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:
August 11, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2MRdwGl
@barobertson111
@australianlabor
@mikeyslezak
@karmageddon67
@sbsnews
@firemonkey991
@michaelpurvis64
@gld301218
@petergalvin1_l
@bosca61



Description:
Description
The graph represents a network of 722 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, 11 August 2019 at 11:14 UTC.

The requested start date was Sunday, 11 August 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, 16-hour, 37-minute period from Sunday, 28 July 2019 at 02:34 UTC to Saturday, 10 August 2019 at 19:11 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 : 722
Unique Edges : 751
Edges With Duplicates : 26
Total Edges : 777
Number of Edge Types : 3
Tweet : 107
Mentions : 632
Replies to : 38
Self-Loops : 107
Reciprocated Vertex Pair Ratio : 0.00914634146341463
Reciprocated Edge Ratio : 0.0181268882175227
Connected Components : 138
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 238
Maximum Edges in a Connected Component : 266
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.891088
Graph Density : 0.0012717025061376
Modularity : 0.851394
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://www.theguardian.com/environment/2019/aug/02/coalitions-emissions-reduction-fund-labelled-a-joke-after-first-post-election-auction
[4] https://www.theguardian.com/environment/2019/aug/02/coalitions-emissions-reduction-fund-labelled-a-joke-after-first-post-election-auction?CMP=Share_iOSApp_Other
[4] https://www.abc.net.au/news/2019-08-02/emissions-reduction-fund-carbon-abatement-federal-government/11379424
[3] https://news.sap.com/2019/07/sap-emissions-reduction-targets/?source=social-global-sap-twitter-marketingcampaign-sapstory_branding-sap4good-spr-2514676877-st5_brand_purpose&campaigncode=CRM-YA19-SSO-GBSM001
[2] https://www.energysavingtrust.org.uk/about-us/news/committee-climate-change-2019-progress-report-our-response?utm_campaign=SocialSignIn&utm_medium=social&utm_source=Twitter
[2] https://www.slideshare.net/paulyoungcga/2019-election-climate-change-canada-may-2019
[2] https://globalnews.ca/news/3097838/cap-and-trade-to-cost-people-business-8b-in-first-years-auditor/
[2] https://www.worldscientific.com/doi/abs/10.1142/S2010007813400010
[2] https://www.mfe.govt.nz/sites/default/files/media/Climate%20Change/NZIER%20report%20-%20Economic%20impact%20analysis%20of%202050%20emissions%20targets%20-%20FINAL.pdf
[2] https://www.climatelinks.org/resources/infographics-successes-usaid-s-climate-change-portfolio-jamaica

Top URLs in Tweet in G1:
[1] https://www.theguardian.com/business/grogonomics/2019/aug/04/both-sides-of-the-climate-change-debate-how-bad-we-think-it-is-and-how-bad-it-really-is?CMP=share_btn_tw
[1] https://www.cleanstate.org.au/media-release/csiro-confirms-lng-increases-pollution-finds-no-evidence-to-support-gas-industry-claims/
[1] https://www.theguardian.com/environment/2019/aug/02/coalitions-emissions-reduction-fund-labelled-a-joke-after-first-post-election-auction

Top URLs in Tweet in G2:
[2] https://www.theguardian.com/environment/2019/aug/02/coalitions-emissions-reduction-fund-labelled-a-joke-after-first-post-election-auction

Top URLs in Tweet in G3:
[1] https://twitter.com/RKonigs/status/1159115069093023745

Top URLs in Tweet in G4:
[4] https://www.theguardian.com/environment/2019/aug/02/coalitions-emissions-reduction-fund-labelled-a-joke-after-first-post-election-auction
[2] https://massivesci.com/notes/reforestation-tree-planting-emissions-reduction-climate-change/
[2] https://news.sap.com/2019/07/sap-emissions-reduction-targets/?source=social-global-sap-twitter-marketingcampaign-sapstory_branding-sap4good-spr-2514676877-st5_brand_purpose&campaigncode=CRM-YA19-SSO-GBSM001
[2] https://www.abc.net.au/news/2019-08-02/emissions-reduction-fund-carbon-abatement-federal-government/11379424
[2] https://massivesci.com/notes/reforestation-tree-planting-emissions-reduction-climate-change/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.npr.org/2019/07/22/744206049/a-new-battery-could-be-key-to-cutting-carbon-emissions-slowing-climate-change
[1] https://www.nytimes.com/2019/07/23/climate/democrats-climate-change.html?rref=collection%2Fsectioncollection%2Fclimate&action=click&contentCollection=climate®ion=rank&module=package&version=highlights&contentPlacement=1&pgtype=sectionfront&login=email&auth=login-email
[1] https://www.linkedin.com/slink?code=gk72yz7
[1] https://www.linkedin.com/slink?code=gX7DdMi
[1] https://www.nature.com/articles/d41586-019-02204-4

Top URLs in Tweet in G5:
[2] https://www.worldscientific.com/doi/abs/10.1142/S2010007813400010
[2] https://www.mfe.govt.nz/sites/default/files/media/Climate%20Change/NZIER%20report%20-%20Economic%20impact%20analysis%20of%202050%20emissions%20targets%20-%20FINAL.pdf
[1] https://www.project-syndicate.org/commentary/misguided-nordhaus-model-optimal-climate-change-by-adair-turner-2019-08

Top URLs in Tweet in G6:
[1] https://www.abc.net.au/news/2019-08-02/emissions-reduction-fund-carbon-abatement-federal-government/11379424

Top URLs in Tweet in G7:
[2] https://news.sap.com/2019/07/sap-emissions-reduction-targets/
[1] https://news.sap.com/2019/07/sap-emissions-reduction-targets/?source=social-global-sap-twitter-marketingcampaign-sapstory_branding-sap4good-spr-2514676877-st5_brand_purpose&campaigncode=CRM-YA19-SSO-GBSM001
[1] https://news.sap.com/2019/07/sap-emissions-reduction-targets/?source=social-global-sap4good-twitter-audienceengagement-sapstory_branding-sap4good-spr-2511439903&campaigncode=SAP-CC18-CSR-S4GOOD

Top URLs in Tweet in G8:
[1] https://www.sbs.com.au/news/australian-government-brushes-off-un-s-urgent-climate-warning
[1] https://www.theguardian.com/environment/2019/aug/02/coalitions-emissions-reduction-fund-labelled-a-joke-after-first-post-election-auction?CMP=Share_iOSApp_Other

Top URLs in Tweet in G9:
[1] https://www.reuters.com/article/us-climate-change-youth/world-leaders-must-prove-theyve-listened-to-climate-activists-thunberg-idUSKCN1UV1SX

Top URLs in Tweet in G10:
[1] https://www.lonelyplanet.com/news/2019/07/31/joshua-tree-climate-change-extinction/

Top Domains
Top Domains in Tweet in Entire Graph:
[25] theguardian.com
[11] twitter.com
[8] sap.com
[8] net.au
[5] linkedin.com
[4] com.au
[4] massivesci.com
[2] newscientist.com
[2] org.uk
[2] slideshare.net

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

Top Domains in Tweet in G2:
[2] theguardian.com

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

Top Domains in Tweet in G4:
[12] theguardian.com
[5] linkedin.com
[5] twitter.com
[4] massivesci.com
[3] sap.com
[2] com.au
[2] aceee.org
[2] net.au
[1] npr.org
[1] nytimes.com

Top Domains in Tweet in G5:
[2] worldscientific.com
[2] govt.nz
[1] project-syndicate.org

Top Domains in Tweet in G6:
[1] net.au

Top Domains in Tweet in G7:
[4] sap.com

Top Domains in Tweet in G8:
[1] com.au
[1] theguardian.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[82] gas
[25] climatechange
[10] climatesummit2019
[8] emissions
[8] ghg
[7] infographics
[7] auspol
[6] ipcc
[6] climateaction
[6] climate



Top Hashtags in Tweet in G1:
[73] gas
[1] auspol
[1] lng

Top Hashtags in Tweet in G2:
[2] auspol
[2] gas

Top Hashtags in Tweet in G4:
[6] climatechange
[3] sap4good
[3] ipcc
[2] climate
[2] ghg
[2] climateemergency
[1] technology
[1] carbonfootprint
[1] actonclimate
[1] demdebate

Top Hashtags in Tweet in G6:
[4] gas

Top Hashtags in Tweet in G7:
[2] sap4good
[1] globalgoals
[1] sdg13

Top Hashtags in Tweet in G8:
[10] climatesummit2019

Top Words
Top Words in Tweet in Entire Graph:
[450] Words in Sentiment List#1: Positive
[575] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[15543] Non-categorized Words
[16568] Total Words
[429] climate
[366] change
[295] reduction
[232] emissions
[146] s

Top Words in Tweet in G1:
[76] climate
[76] change
[74] authority
[74] global
[73] s
[73] credible
[73] ipcc
[73] #gas
[73] use
[73] decline

Top Words in Tweet in G2:
[70] climate
[70] change
[68] morrison
[65] scott
[65] doing
[65] pouring
[65] money
[65] down
[65] drain
[65] avoiding

Top Words in Tweet in G3:
[56] four
[56] fucking
[56] years
[56] done
[56] exactly
[56] doing
[56] measurable
[56] positive
[56] effect
[55] paola_dec1231

Top Words in Tweet in G4:
[51] reduction
[47] climate
[44] emissions
[38] change
[17] s
[14] carbon
[12] government
[12] targets
[10] gas
[9] greenhouse

Top Words in Tweet in G5:
[47] gdp
[45] possibly
[45] exceed
[45] 1
[45] 2
[45] eh
[45] yes
[45] cost
[45] 80
[45] policy

Top Words in Tweet in G6:
[47] climate
[47] change
[41] federal
[41] government's
[41] central
[41] policy
[41] appears
[41] reverse
[41] total
[41] carbon

Top Words in Tweet in G7:
[40] sap
[27] science
[24] committed
[24] set
[24] 1
[24] 5
[24] c
[24] based
[24] emissions
[24] reduction

Top Words in Tweet in G8:
[23] climate
[13] emissions
[13] reduction
[13] change
[12] federal
[12] new
[11] minister
[11] defended
[11] australia's
[11] land

Top Words in Tweet in G9:
[13] climate
[12] world
[12] leaders
[12] prove
[12] listened
[12] young
[12] activists
[12] year
[12] protests
[12] led

Top Words in Tweet in G10:
[13] new
[13] research
[13] ucriverside
[13] reduction
[13] carbon
[13] emissions
[13] joshuatreenps
[13] retain
[13] 0
[13] 02

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[360] climate,change
[129] emissions,reduction
[84] world,s
[84] change,ipcc
[83] s,credible
[83] credible,authority
[83] authority,climate
[83] ipcc,global
[83] use,decline
[82] global,#gas

Top Word Pairs in Tweet in G1:
[76] climate,change
[73] s,credible
[73] credible,authority
[73] authority,climate
[73] change,ipcc
[73] ipcc,global
[73] global,#gas
[73] #gas,use
[73] use,decline
[72] world,s

Top Word Pairs in Tweet in G2:
[70] climate,change
[65] scott,morrison
[65] morrison,doing
[65] doing,pouring
[65] pouring,money
[65] money,down
[65] down,drain
[65] drain,avoiding
[65] avoiding,real
[65] real,action

Top Word Pairs in Tweet in G3:
[56] four,fucking
[56] fucking,years
[56] years,done
[56] done,exactly
[56] exactly,doing
[56] doing,measurable
[56] measurable,positive
[56] positive,effect
[55] paola_dec1231,four
[55] effect,câ

Top Word Pairs in Tweet in G4:
[36] climate,change
[30] emissions,reduction
[11] reduction,targets
[8] greenhouse,gas
[7] reduction,fund
[6] achieve,even
[5] fund,labelled
[5] change,policy
[5] failing,achieve
[5] even,pathetically

Top Word Pairs in Tweet in G5:
[45] possibly,exceed
[45] exceed,1
[45] 1,2
[45] 2,gdp
[45] gdp,eh
[45] eh,yes
[45] yes,cost
[45] cost,80
[44] going,zero
[43] 80,reduction

Top Word Pairs in Tweet in G6:
[47] climate,change
[41] federal,government's
[41] government's,central
[41] central,climate
[41] change,policy
[41] policy,appears
[41] appears,reverse
[41] reverse,total
[41] total,carbon
[41] carbon,abatement

Top Word Pairs in Tweet in G7:
[24] sap,committed
[24] committed,set
[24] set,1
[24] 1,5
[24] 5,c
[24] c,science
[24] science,based
[24] based,emissions
[24] emissions,reduction
[20] impacts,climate

Top Word Pairs in Tweet in G8:
[13] climate,change
[12] emissions,reduction
[11] federal,emissions
[11] reduction,minister
[11] minister,defended
[11] defended,australia's
[11] australia's,land
[11] land,management
[11] management,practices
[11] practices,new

Top Word Pairs in Tweet in G9:
[12] world,leaders
[12] leaders,prove
[12] prove,listened
[12] listened,young
[12] young,climate
[12] climate,activists
[12] activists,year
[12] year,protests
[12] protests,led
[11] conservationorg,world

Top Word Pairs in Tweet in G10:
[13] new,research
[13] research,ucriverside
[13] ucriverside,reduction
[13] reduction,carbon
[13] carbon,emissions
[13] emissions,joshuatreenps
[13] joshuatreenps,retain
[13] retain,0
[13] 0,02
[13] 02,joshua

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@barobertson111
@australianlabor
@paola_dec1231
@bjornlomborg
@mikeyslezak
@sap
@ucriverside
@joshuatreenps
@mojavedesertlt
@conservationorg

Top Mentioned in G1:
@barobertson111
@duchessfrida
@australianlabor

Top Mentioned in G2:
@australianlabor
@qldlabor
@barobertson111

Top Mentioned in G3:
@paola_dec1231

Top Mentioned in G4:
@mojaglobal

Top Mentioned in G5:
@bjornlomborg
@adairturneruk
@drsimevans

Top Mentioned in G6:
@mikeyslezak
@barobertson111
@australianlabor

Top Mentioned in G7:
@sap
@sap4good
@sappartnerbuild

Top Mentioned in G8:
@sbsnews
@richiemerzian
@mikeyslezak

Top Mentioned in G9:
@conservationorg
@gretathunberg
@reuters

Top Mentioned in G10:
@ucriverside
@joshuatreenps
@mojavedesertlt
@lonelyplanet

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@mackaysuzie
@markplackett1
@daveyk317
@globeandmail
@fehowarth
@sciseekfeed
@reuters
@myknittingwool
@emlafudd

Top Tweeters in G1:
@michaelpurvis64
@drmel_t
@bondi_izzy
@paddybts
@r_quazzy
@bluegumpilliga
@sueferg12827101
@lynmaree56
@john_cronin48
@rebeccafowler37

Top Tweeters in G2:
@mackaysuzie
@emlafudd
@jrweaver55
@frygerard
@alistairpdbain
@narelleford
@janer98
@wittatwitta
@judyfree10
@vanbadham

Top Tweeters in G3:
@dctftw
@annedeblois
@speakeasyjames
@morristhecat79
@haselcheck
@itstim_eh
@itsgodzirra
@mack3636
@srduquette3
@athena1944

Top Tweeters in G4:
@sciseekfeed
@greegreece
@captrick74
@sinbad_w
@quantumhumanity
@mikedrewwhat
@sethgoodtime
@davidtomkins
@bendicoot
@tbenkel

Top Tweeters in G5:
@garthgodsman
@thebiblestrue
@velazquezvieir1
@belgium1649
@tedmilo100
@alexbc997
@ruralgrubby
@astuttaford
@drsimevans
@alam_chaudry

Top Tweeters in G6:
@daveyk317
@darylgibson
@guytaur
@ochreblue
@drrimmer
@ketanj0
@ozpsych
@ningbojoe
@leroy_lynch
@mariansmedley

Top Tweeters in G7:
@luecke_bernhard
@sergioarandag
@sap
@ansophie712
@sappartnerbuild
@lynnbannerman1
@bizuser
@extentia
@sap4good
@fredpageca

Top Tweeters in G8:
@markplackett1
@reporterphoenix
@kevinrns
@morpheusbeing
@sbsnews
@bbox
@sunsplashsun
@karmageddon67
@stuffedfantod
@vivianharris45

Top Tweeters in G9:
@reuters
@slmorris555
@lovettaloca
@p_joyjones
@conservationorg
@marisamartx
@joshenorman
@odalysk_c
@kobaltsteel
@gretathunberg

Top Tweeters in G10:
@twoseamgripe
@wolfmanzack_
@lonelyplanet
@grumpymcdiarmid
@ayahshope
@hyphaltip
@filth_filler
@mfnjr
@ucriverside
@camel_trekker


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