(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 6/23/2019 12:29:26 PM, 200792


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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:
June 23, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2ZHbXhb
@reclaimanglesea
@matthaggis666
@1joyduck
@thecccuk
@scottmorrisonmp
@climatecouncil
@simonahac
@parnellpalme
@wgmin_rural
@t_coleman_

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Description:
Description
The graph represents a network of 1,241 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, 23 June 2019 at 10:17 UTC.

The requested start date was Sunday, 23 June 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, 51-minute period from Sunday, 09 June 2019 at 00:32 UTC to Saturday, 22 June 2019 at 21:24 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 : 1241
Unique Edges : 1852
Edges With Duplicates : 66
Total Edges : 1918
Number of Edge Types : 3
Mentions : 1708
Tweet : 129
Replies to : 81
Self-Loops : 129
Reciprocated Vertex Pair Ratio : 0.00284738041002278
Reciprocated Edge Ratio : 0.0056785917092561
Connected Components : 156
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 563
Maximum Edges in a Connected Component : 1204
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.872075
Graph Density : 0.0011443684853526
Modularity : 0.760469
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://www.worldbank.org/en/webarchives/archive?url=http%3A%2F%2Fweb.worldbank.org%2Farchive%2Fwebsite01603%2FWEB%2FMARKET_V.HTM&mdk=435714967
[21] https://gov.wales/wales-accepts-committee-climate-change-95-emissions-reduction-target
[11] https://www.nbcnews.com/mach/science/without-swift-action-climate-change-heat-waves-could-kill-thousands-ncna1017376
[6] https://www.washingtonpost.com/weather/2019/06/11/climate-change-intensified-last-summers-northern-hemisphere-heat-wave-it-may-be-starting-all-over-again/
[5] https://www.slideshare.net/paulyoungcga/art-of-taxing-pollution-canada-environment
[5] https://www.slideshare.net/paulyoungcga/2019-election-climate-change-canada-may-2019
[5] https://globalnews.ca/news/3097838/cap-and-trade-to-cost-people-business-8b-in-first-years-auditor/
[4] https://www.yang2020.com/policies/climate-change/
[4] https://www.yang2020.com/policies/public-land-preservation/
[4] https://www.yang2020.com/policies/reduce-packaging-waste/

Top URLs in Tweet in G1:
[1] https://www.abc.net.au/news/2019-06-17/australian-emissions-reduction-fund-data-analysis/11164476?pfmredir=sm
[1] https://gov.wales/wales-accepts-committee-climate-change-95-emissions-reduction-target
[1] https://meanjin.com.au/blog/love-in-a-hot-climate-the-horrible-mess-of-climate-change-politics/

Top URLs in Tweet in G2:
[1] https://insideclimatenews.org/news/19062019/new-york-100-percent-clean-energy-climate-targets-net-zero-oregon-cap-trade
[1] http://subscriber.politicopro.com/article/2019/06/17/new-climate-change-measure-targets-85-percent-emissions-reduction-by-2050-1063640
[1] https://subscriber.politicopro.com/article/2019/06/17/new-climate-change-measure-targets-85-percent-emissions-reduction-by-2050-1063640

Top URLs in Tweet in G3:
[9] https://gov.wales/wales-accepts-committee-climate-change-95-emissions-reduction-target

Top URLs in Tweet in G4:
[2] https://www.abc.net.au/news/2019-06-17/australian-emissions-reduction-fund-data-analysis/11164476?utm_source=sfmc&utm_medium=email&utm_content=&utm_campaign=%5bnews_sfmc_newsmail_am_df_!n1%5d%3a8935&user_id=2d45adfb13ce96699f07830ba713bed7790aff73912fd97973d1c8ff22114116&WT.tsrc=email&WT.mc_id=Email%7c%5bnews_sfmc_newsmail_am_df_!n1%5d%7c8935ABCNewsmail_topstories_articlelink
[1] https://www.smh.com.au/environment/climate-change/a-disorienting-sight-to-an-australian-how-the-uk-got-on-with-the-climate-change-challenge-20190614-p51xqf.html
[1] https://www.environment.gov.au/climate-change/government/emissions-reduction-fund/consultation/facilities
[1] https://www.environment.gov.au/climate-change/government/emissions-reduction-fund/consultation/landfill-gas-methodology
[1] http://www.environment.gov.au/climate-change/government/emissions-reduction-fund/consultation/facilities
[1] http://www.wbur.org/cognoscenti/2019/06/05/climate-change-food-frederick-hewett
[1] https://pursuit.unimelb.edu.au/articles/the-costs-and-benefits-of-a-clean-economy
[1] https://twitter.com/tom_kompas/status/1136824422579392513
[1] https://sustainable.unimelb.edu.au/publications/issues-papers/australias-clean-economy

Top URLs in Tweet in G5:
[6] https://gov.wales/wales-accepts-committee-climate-change-95-emissions-reduction-target
[6] https://www.nbcnews.com/mach/science/without-swift-action-climate-change-heat-waves-could-kill-thousands-ncna1017376
[3] https://www.washingtonpost.com/weather/2019/06/11/climate-change-intensified-last-summers-northern-hemisphere-heat-wave-it-may-be-starting-all-over-again/
[3] https://www.nytimes.com/2019/06/19/climate/epa-coal-emissions.html
[1] https://ticotimes.net/2019/05/27/renewables-electrification-and-efficiency-the-ideal-scenario-to-combat-climate-change
[1] https://www.thelocal.se/20190609/have-greta-thunberg-and-swedes-flygskam-forced-aviation-industry-to-act-on-climate-change
[1] https://www.france24.com/en/20190609-pressure-mounts-aviation-industry-over-climate-change
[1] https://www.naturalnews.com/2019-05-03-highest-co2-levels-recorded-in-3-million-years-still-dont-budge-global-temperatures.html?fbclid=IwAR2QCqnHxw25IOZKjsWWe03YVrWBUeKU66bcuqSkf8QJZfoWxDgEaymzZ0o
[1] https://www.news18.com/news/auto/pressure-on-aviation-industry-over-climate-change-as-emission-reducing-tech-remains-out-of-reach-2181407.html
[1] https://lnkd.in/devhEiD

Top URLs in Tweet in G6:
[28] https://www.worldbank.org/en/webarchives/archive?url=http%3A%2F%2Fweb.worldbank.org%2Farchive%2Fwebsite01603%2FWEB%2FMARKET_V.HTM&mdk=435714967

Top URLs in Tweet in G7:
[2] https://www.nbcnews.com/mach/science/without-swift-action-climate-change-heat-waves-could-kill-thousands-ncna1017376

Top URLs in Tweet in G8:
[5] https://www.slideshare.net/paulyoungcga/art-of-taxing-pollution-canada-environment
[5] https://www.slideshare.net/paulyoungcga/2019-election-climate-change-canada-may-2019
[5] https://globalnews.ca/news/3097838/cap-and-trade-to-cost-people-business-8b-in-first-years-auditor/
[1] https://www.canada.ca/en/environment-climate-change/services/environmental-indicators/progress-towards-canada-greenhouse-gas-emissions-reduction-target.html
[1] http://blog.friendsofscience.org/2017/05/10/can-canada-survive-climate-change-policy/

Top URLs in Tweet in G9:
[1] https://www.afr.com/news/politics/national/reduced-carbon-emissions-would-save-australian-economy-550b-report-20190606-p51v6n

Top URLs in Tweet in G10:
[1] https://www.welshlabour.wales/latest/2019/06/11/wales-accepts-committee-on-climate-change-95-emissions-reduction-target/

Top Domains
Top Domains in Tweet in Entire Graph:
[28] worldbank.org
[21] gov.wales
[20] yang2020.com
[17] twitter.com
[14] nbcnews.com
[12] washingtonpost.com
[10] slideshare.net
[7] net.au
[5] globalnews.ca
[4] gov.au

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

Top Domains in Tweet in G2:
[2] politicopro.com
[1] insideclimatenews.org

Top Domains in Tweet in G3:
[9] gov.wales

Top Domains in Tweet in G4:
[3] gov.au
[2] net.au
[2] edu.au
[1] com.au
[1] wbur.org
[1] twitter.com

Top Domains in Tweet in G5:
[8] nbcnews.com
[7] washingtonpost.com
[6] gov.wales
[4] nytimes.com
[3] twitter.com
[3] net.au
[3] ecointernet.org
[2] lnkd.in
[2] co.uk
[1] ticotimes.net

Top Domains in Tweet in G6:
[28] worldbank.org

Top Domains in Tweet in G7:
[2] nbcnews.com

Top Domains in Tweet in G8:
[10] slideshare.net
[5] globalnews.ca
[1] canada.ca
[1] friendsofscience.org

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

Top Domains in Tweet in G10:
[1] welshlabour.wales

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] netzero
[15] wales
[14] climateemergency
[11] climatechange
[10] greenhouse
[10] climate
[9] eescplenary
[7] icymi
[6] climateaction
[5] cdnpoli



Top Hashtags in Tweet in G2:
[5] climateaction

Top Hashtags in Tweet in G3:
[9] climateemergency
[7] icymi
[2] gogreenday
[2] netzero
[1] gogreen
[1] lowcarbonwales
[1] climatesolutions
[1] climateskills

Top Hashtags in Tweet in G5:
[8] climatechange
[5] emissions
[3] climate
[2] wales
[2] cymru
[2] auspol
[2] usrc
[1] flyless
[1] airline
[1] co2

Top Hashtags in Tweet in G6:
[3] thetimeisnow
[1] netzero
[1] campaigning

Top Hashtags in Tweet in G7:
[2] inners

Top Hashtags in Tweet in G8:
[1] cpc
[1] cdnpoli

Top Hashtags in Tweet in G9:
[1] auspol
[1] springst
[1] climateaction
[1] climateemergency

Top Words
Top Words in Tweet in Entire Graph:
[900] Words in Sentiment List#1: Positive
[518] Words in Sentiment List#2: Negative
[19] Words in Sentiment List#3: Angry/Violent
[27771] Non-categorized Words
[29189] Total Words
[1145] climate
[558] emissions
[555] reduction
[431] change
[259] policy

Top Words in Tweet in G1:
[471] climate
[236] policy
[234] wars
[233] parnellpalme
[233] scottmorrisonmp
[233] wanted
[233] end
[233] credible
[233] b
[233] put

Top Words in Tweet in G2:
[369] climate
[189] nygovcuomo
[180] change
[179] issue
[179] lifetime
[179] proud
[179] announce
[179] 3
[179] way
[179] deal

Top Words in Tweet in G3:
[110] emissions
[109] thecccuk
[101] 2050
[98] welsh
[98] government
[95] 95
[94] recommendation
[92] reduction
[89] wgmin_rural
[89] s

Top Words in Tweet in G4:
[86] emissions
[69] reduction
[54] climatecouncil
[52] government
[49] uk
[49] achieved
[49] 43
[49] percent
[49] 1990
[49] levels

Top Words in Tweet in G5:
[56] reduction
[49] emissions
[44] climate
[36] change
[26] heat
[22] s
[18] new
[17] gas
[15] greenhouse
[13] study

Top Words in Tweet in G6:
[34] climate
[31] change
[31] reduction
[31] emissions
[28] world
[28] facing
[28] dramatic
[28] extinction
[28] many
[28] species

Top Words in Tweet in G7:
[33] new
[33] study
[33] suggests
[33] marked
[33] reduction
[33] greenhouse
[33] gas
[33] emissions
[33] needed
[33] limit

Top Words in Tweet in G8:
[17] emissions
[14] reduction
[13] andrewscheer
[7] carbon
[6] tax
[6] per
[6] environment
[6] never
[5] achieving
[5] aspirational

Top Words in Tweet in G9:
[21] emissions
[21] reduction
[20] costs
[20] damages
[19] overall
[19] far
[19] less
[19] inaction
[19] even
[19] modelling

Top Words in Tweet in G10:
[37] welshlabour
[20] government
[20] greenhouse
[20] gas
[19] unlike
[19] tories
[19] westminster
[19] committed
[19] achieving
[19] net

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[409] climate,change
[242] climate,policy
[238] parnellpalme,scottmorrisonmp
[238] scottmorrisonmp,wanted
[238] wanted,end
[238] end,climate
[238] climate,wars
[238] wars,credible
[238] credible,climate
[238] policy,b

Top Word Pairs in Tweet in G1:
[233] parnellpalme,scottmorrisonmp
[233] scottmorrisonmp,wanted
[233] wanted,end
[233] end,climate
[233] climate,wars
[233] wars,credible
[233] credible,climate
[233] climate,policy
[233] policy,b
[233] b,put

Top Word Pairs in Tweet in G2:
[180] climate,change
[179] change,issue
[179] issue,lifetime
[179] lifetime,proud
[179] proud,announce
[179] announce,3
[179] 3,way
[179] way,deal
[179] deal,legislature
[179] legislature,landmark

Top Word Pairs in Tweet in G3:
[96] emissions,2050
[96] welsh,government
[92] recommendation,95
[89] 95,reduction
[88] reduction,greenhouse
[88] greenhouse,gas
[88] gas,emissions
[87] government,accepts
[87] accepts,thecccuk
[85] thecccuk,s

Top Word Pairs in Tweet in G4:
[49] uk,government
[49] government,achieved
[49] achieved,43
[49] 43,percent
[49] percent,reduction
[49] reduction,emissions
[49] emissions,1990
[49] 1990,levels
[49] levels,learned
[49] learned,goals

Top Word Pairs in Tweet in G5:
[33] climate,change
[15] greenhouse,gas
[15] gas,emissions
[11] heat,waves
[11] reduction,greenhouse
[10] u,s
[9] fossil,fuel
[9] s,cities
[9] new,study
[9] study,suggests

Top Word Pairs in Tweet in G6:
[31] climate,change
[28] world,facing
[28] facing,dramatic
[28] dramatic,climate
[28] change,extinction
[28] extinction,many
[28] many,species
[28] species,practices
[28] practices,such
[28] such,reforestation

Top Word Pairs in Tweet in G7:
[33] new,study
[33] study,suggests
[33] suggests,marked
[33] marked,reduction
[33] reduction,greenhouse
[33] greenhouse,gas
[33] gas,emissions
[33] emissions,needed
[33] needed,limit
[33] limit,deaths

Top Word Pairs in Tweet in G8:
[6] carbon,tax
[6] emissions,reduction
[5] andrewscheer,achieving
[5] achieving,aspirational
[5] aspirational,goal
[5] goal,80
[5] 80,per
[5] per,cent
[5] cent,reduction
[5] reduction,ipcc

Top Word Pairs in Tweet in G9:
[20] costs,emissions
[20] emissions,reduction
[19] overall,costs
[19] reduction,far
[19] far,less
[19] less,damages
[19] damages,inaction
[19] inaction,even
[19] even,modelling
[18] reclaimanglesea,overall

Top Word Pairs in Tweet in G10:
[20] greenhouse,gas
[19] unlike,tories
[19] tories,westminster
[19] westminster,welshlabour
[19] welshlabour,government
[19] government,committed
[19] committed,achieving
[19] achieving,net
[19] net,zero
[19] zero,greenhouse

Top Replied-To
Top Replied-To in Entire Graph:
@stevenbetter
@saludamerica
@gmunozabogabir
@jayinslee
@berniesanders
@sengillibrand
@ralock
@g_riesz
@lostinspacer
@tonywaugh3

Top Replied-To in G1:
@parnellpalme

Top Replied-To in G4:
@tonywaugh3
@calgarybornbred

Top Replied-To in G6:
@ecoactuk
@greenpeaceuk
@wwf_uk
@greenpeace
@climatereality
@thinkprogress
@foe_us
@ecowatch
@thegreenparty
@postgrowth

Top Replied-To in G8:
@iakovs
@andrewscheer
@cco8226
@jamesdifiore
@cwgreer
@hoperiverfarm
@glennrosslive
@sfcfdf
@jacquotlegrand
@gotarevolution

Top Mentioned
Top Mentioned in Entire Graph:
@scottmorrisonmp
@simonahac
@parnellpalme
@nygovcuomo
@thecccuk
@wgmin_rural
@climatecouncil
@allinwithchris
@welshlabour
@reclaimanglesea

Top Mentioned in G1:
@scottmorrisonmp
@simonahac
@parnellpalme
@gdixon1977
@eciu_uk
@angustaylormp
@aruptom

Top Mentioned in G2:
@nygovcuomo
@m_jfrench
@nysendems
@nysa_majority
@insideclimate
@nature_ny

Top Mentioned in G3:
@thecccuk
@wgmin_rural
@welshgovernment
@climatemegan
@centre_alt_tech
@theccc
@sizeofwales
@wastenatwantnat
@richardcollettw
@cbi_cc

Top Mentioned in G4:
@climatecouncil
@timinmitcham
@tom_kompas
@mssimelb
@simonahac
@parnellpalme
@scottmorrisonmp
@scimelb
@unimelb
@abcnews

Top Mentioned in G5:
@gecko39
@uint8_t

Top Mentioned in G6:
@cafod
@business
@rachelreevesmp
@greenallianceuk
@greenpeaceuk
@wwf_uk
@christian_aid
@friends_earth
@aldersgategrp
@marycreaghmp

Top Mentioned in G7:
@allinwithchris

Top Mentioned in G8:
@andrewscheer
@pnpcbc
@friendsoscience
@michellerempel
@warnkekim
@jdnaa
@glennrosslive

Top Mentioned in G9:
@reclaimanglesea
@simonahac
@parnellpalme
@scottmorrisonmp
@wgmin_rural
@thecccuk

Top Mentioned in G10:
@welshlabour
@wgmin_rural
@thecccuk

Top Tweeters
Top Tweeters in Entire Graph:
@lennaleprena
@ecointernetdrgb
@sherrilee7
@usrealitycheck
@markplackett1
@business
@tinyboo49
@amazingchevvolt
@greegreece
@fedupofpollys

Top Tweeters in G1:
@lennaleprena
@greegreece
@darylgibson
@sacarlin48
@cscviews
@dameempress
@myfibonacci
@mickkime
@bigvapingnunga
@mariamatthews5

Top Tweeters in G2:
@sherazkhantt
@frankie1654
@wrensoar
@ogoper
@ceereedy
@calwsportsfan
@tanewsofficial
@nrdc
@_erikaleigh
@4seasonspix

Top Tweeters in G3:
@williamjones00
@owenins
@y_gigfran
@zapaman
@drsimevans
@frankandbrown
@aeropolitics
@hollinsmargaret
@gavindjharper
@wmpowell2016

Top Tweeters in G4:
@markplackett1
@fedupofpollys
@guytaur
@abcnews
@frygerard
@jackthelad1947
@kvnpkrwrd
@avonan
@godzillaslays65
@pippavs

Top Tweeters in G5:
@ecointernetdrgb
@usrealitycheck
@gecko39
@nbcconnecticut
@erinbeenwavy
@stevegrzanich
@enerphyschem
@timebrutus
@crainsnewyork
@garybham

Top Tweeters in G6:
@business
@socialchangeaus
@thinkprogress
@climatereality
@ecowatch
@greenpeace
@foe_us
@commondreams
@humanesociety
@greenpeaceuk

Top Tweeters in G7:
@sherrilee7
@nowin2613
@notcomey
@ow_my_back_
@cjmartin23
@mandahl
@hansondigby
@donnamay111
@dbzell
@chari_fish

Top Tweeters in G8:
@jacquotlegrand
@friendsoscience
@beachmagoo
@paulyoungcpa
@michellerempel
@iakovs
@pnpcbc
@jdnaa
@fealty2facts
@canadaknife

Top Tweeters in G9:
@joshdacat
@john_cronin48
@freddyfuddrucke
@gillestestart
@elpinksto
@matthaggis666
@reclaimanglesea
@caroljd1964
@bessieelder
@1joyduck

Top Tweeters in G10:
@mfish_9
@investinbritian
@jeremyfincham
@mikepayne110760
@cpjelmore
@welshlabour
@leadernewport
@rc_garrick
@davidreesam
@ceredigionlab


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