(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 6/16/2019 11:24:17 AM, 200143


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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 16, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2XQHDjQ
@stopadani
@thecccuk
@1joyduck
@wgmin_rural
@reclaimanglesea
@cbi_cc
@david_joffe
@lowcarbonlewis
@welshlabour
@psud12

Top hashtags:


Description:
Description
The graph represents a network of 847 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, 16 June 2019 at 10:16 UTC.

The requested start date was Sunday, 16 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 12-day, 19-hour, 6-minute period from Sunday, 02 June 2019 at 00:12 UTC to Friday, 14 June 2019 at 19:19 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 : 847
Unique Edges : 1019
Edges With Duplicates : 48
Total Edges : 1067
Number of Edge Types : 3
Replies to : 51
Mentions : 936
Tweet : 80
Self-Loops : 80
Reciprocated Vertex Pair Ratio : 0.00943396226415094
Reciprocated Edge Ratio : 0.0186915887850467
Connected Components : 124
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 316
Maximum Edges in a Connected Component : 465
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.982027
Graph Density : 0.00134391720465221
Modularity : 0.847363
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://gov.wales/wales-accepts-committee-climate-change-95-emissions-reduction-target
[12] https://www.slideshare.net/paulyoungcga/art-of-taxing-pollution-canada-environment
[7] https://www.slideshare.net/paulyoungcga/2019-election-climate-change-canada-may-2019
[7] https://globalnews.ca/news/3097838/cap-and-trade-to-cost-people-business-8b-in-first-years-auditor/
[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/
[3] https://www.commonspace.scot/articles/14345/scottish-government-misses-emissions-reduction-target-second-year-running
[3] https://aldianews.com/articles/politics/state-and-local/green-future-pennsylvania/55674
[3] https://engage.vic.gov.au/climate-change-reducing-victorias-greenhouse-gas-emissions
[2] https://www.edie.net/news/16/wales-accepts-ccc-95-percent-emissions-reduction-zer0/
[2] https://www.gov.uk/government/news/pm-theresa-may-we-will-end-uk-contribution-to-climate-change-by-2050

Top URLs in Tweet in G1:
[8] https://gov.wales/wales-accepts-committee-climate-change-95-emissions-reduction-target

Top URLs in Tweet in G2:
[1] https://www.theage.com.au/environment/climate-change/time-to-flick-climate-emergency-switch-a-plea-to-our-new-parliament-20190530-p51so6.html

Top URLs in Tweet in G4:
[1] https://www.vox.com/energy-and-environment/2019/6/5/18650155/climate-change-oregon-carbon-cap-trade-california?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G5:
[6] https://gov.wales/wales-accepts-committee-climate-change-95-emissions-reduction-target
[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/
[1] https://lnkd.in/gKyakBq
[1] https://lnkd.in/gmKmgrP
[1] https://designingresilience.ph/wp-content/uploads/community-ghg-inventory-users-manual-c6nvnV-file.pdf
[1] https://www.ft.com/content/cd76a6a4-8609-11e9-a028-86cea8523dc2
[1] https://twitter.com/BorisJohnson/status/1136255000991215618
[1] https://twitter.com/McCormickCorp/status/1136387319240495105
[1] https://www.renewableenergyworld.com/articles/2019/06/its-clean-powerful-and-available-are-you-ready-for-hydrogen-energy.html
[1] https://sustainable.unimelb.edu.au/publications/issues-papers/australias-clean-economy

Top URLs in Tweet in G6:
[1] https://link.medium.com/c8OR2EtsuX
[1] https://www.afr.com/news/politics/national/reduced-carbon-emissions-would-save-australian-economy-550b-report-20190606-p51v6n

Top URLs in Tweet in G7:
[1] https://www.gov.uk/government/news/pm-theresa-may-we-will-end-uk-contribution-to-climate-change-by-2050
[1] https://www.sierraclub.org/sierra/forest-conservation-part-climate-conversation-too?utm_source=twitter&utm_campaign=sierramag&utm_medium=sierra_social

Top URLs in Tweet in G8:
[1] https://sustainable.unimelb.edu.au/publications/issues-papers/australias-clean-economy
[1] https://gov.wales/wales-accepts-committee-climate-change-95-emissions-reduction-target
[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://twitter.com/simonahac/status/1136389134572871680

Top URLs in Tweet in G9:
[12] https://www.slideshare.net/paulyoungcga/art-of-taxing-pollution-canada-environment
[7] https://www.slideshare.net/paulyoungcga/2019-election-climate-change-canada-may-2019
[7] https://globalnews.ca/news/3097838/cap-and-trade-to-cost-people-business-8b-in-first-years-auditor/

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:
[20] gov.wales
[19] slideshare.net
[13] twitter.com
[10] washingtonpost.com
[10] yang2020.com
[7] globalnews.ca
[5] gov.au
[3] commonspace.scot
[3] edie.net
[3] lnkd.in

Top Domains in Tweet in G1:
[8] gov.wales

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

Top Domains in Tweet in G4:
[1] vox.com

Top Domains in Tweet in G5:
[6] gov.wales
[5] washingtonpost.com
[3] lnkd.in
[3] twitter.com
[1] designingresilience.ph
[1] ft.com
[1] renewableenergyworld.com
[1] edu.au
[1] ticotimes.net
[1] thelocal.se

Top Domains in Tweet in G6:
[1] medium.com
[1] afr.com

Top Domains in Tweet in G7:
[1] gov.uk
[1] sierraclub.org

Top Domains in Tweet in G8:
[2] edu.au
[2] twitter.com
[1] gov.wales

Top Domains in Tweet in G9:
[19] slideshare.net
[7] globalnews.ca

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] netzero
[15] wales
[11] climateemergency
[6] climate
[6] thetimeisnow
[6] auspol
[6] worldenvironmentday
[5] a8
[5] climateactionnow
[4] icymi



Top Hashtags in Tweet in G1:
[9] climateemergency
[4] icymi
[2] netzero
[1] lowcarbonwales
[1] climatesolutions
[1] climateskills

Top Hashtags in Tweet in G2:
[1] stopadani
[1] qldpol

Top Hashtags in Tweet in G5:
[2] emissions
[2] climatechange
[2] wales
[2] cymru
[1] pmqs
[1] backboris
[1] worldenvironmentday
[1] quoteoftheday
[1] flyless
[1] airline

Top Hashtags in Tweet in G6:
[1] auspol
[1] springst
[1] climateaction
[1] climateemergency

Top Hashtags in Tweet in G7:
[16] netzero

Top Hashtags in Tweet in G8:
[2] auspol

Top Words
Top Words in Tweet in Entire Graph:
[489] Words in Sentiment List#1: Positive
[360] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[17196] Non-categorized Words
[18045] Total Words
[464] emissions
[404] reduction
[282] climate
[162] government
[162] target

Top Words in Tweet in G1:
[108] thecccuk
[107] emissions
[98] 2050
[97] welsh
[97] government
[94] 95
[93] recommendation
[92] reduction
[88] s
[87] greenhouse

Top Words in Tweet in G2:
[94] stay
[94] below
[94] 2c
[94] global
[94] emissions
[94] peak
[94] now
[94] rapidly
[94] reduced
[94] lower

Top Words in Tweet in G3:
[8] emissions
[7] reduction
[7] climate
[6] 80
[6] enough
[6] continue
[6] â
[6] _
[5] dawntj90
[5] years

Top Words in Tweet in G4:
[53] forward
[53] state
[52] incredible
[52] opportunity
[52] log
[52] breaks
[52] jam
[52] moving
[52] level
[52] policy

Top Words in Tweet in G5:
[33] reduction
[32] emissions
[23] climate
[20] change
[9] fuel
[8] energy
[8] fossil
[8] target
[7] co2
[7] s

Top Words in Tweet in G6:
[35] emissions
[23] reduction
[22] even
[20] costs
[20] damages
[19] reclaimanglesea
[19] overall
[19] far
[19] less
[19] inaction

Top Words in Tweet in G7:
[30] global
[17] emissions
[17] reduction
[16] strongly
[16] welcome
[16] government
[16] s
[16] announcement
[16] today
[16] uk

Top Words in Tweet in G8:
[34] emissions
[28] reduction
[22] costs
[16] damages
[16] climate
[16] change
[14] far
[14] less
[11] tom_kompas
[9] mssimelb

Top Words in Tweet in G9:
[12] carbon
[12] tax
[12] see
[12] slide
[12] 46
[10] emissions
[10] reduction
[8] environment
[8] never
[7] andrewscheer

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:
[147] climate,change
[138] emissions,reduction
[119] greenhouse,gas
[106] recommendation,95
[104] emissions,2050
[103] 95,reduction
[102] welsh,government
[101] gas,emissions
[100] global,emissions
[99] s,recommendation

Top Word Pairs in Tweet in G1:
[95] welsh,government
[93] emissions,2050
[91] recommendation,95
[88] 95,reduction
[87] reduction,greenhouse
[87] greenhouse,gas
[87] gas,emissions
[86] government,accepts
[86] accepts,thecccuk
[84] thecccuk,s

Top Word Pairs in Tweet in G2:
[94] stay,below
[94] below,2c
[94] 2c,global
[94] global,emissions
[94] emissions,peak
[94] peak,now
[94] now,rapidly
[94] rapidly,reduced
[94] reduced,lower
[94] lower,1

Top Word Pairs in Tweet in G3:
[6] 80,reduction
[5] reduction,emissions
[5] emissions,enough
[5] enough,climate
[3] sir_suspicious,sylviad32911201
[3] sylviad32911201,realize
[3] realize,80
[3] climate,continue
[3] ingersolrobert,lazarus1940
[3] lazarus1940,zigmund_fraud

Top Word Pairs in Tweet in G4:
[52] incredible,opportunity
[52] opportunity,log
[52] log,breaks
[52] breaks,jam
[52] jam,moving
[52] moving,forward
[52] forward,state
[52] state,level
[52] level,policy
[52] policy,climate

Top Word Pairs in Tweet in G5:
[19] climate,change
[9] emissions,reduction
[7] fossil,fuel
[6] reduction,fossil
[5] co2,emissions
[5] reduction,target
[5] strong,reduction
[5] fuel,emissions
[5] emissions,paramount
[5] paramount,reduce

Top Word Pairs in Tweet in G6:
[21] emissions,reduction
[20] costs,emissions
[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 G7:
[16] strongly,welcome
[16] welcome,government
[16] government,s
[16] s,announcement
[16] announcement,today
[16] today,uk
[16] uk,legislate
[16] legislate,2050
[16] 2050,#netzero
[16] #netzero,emissions

Top Word Pairs in Tweet in G8:
[28] emissions,reduction
[16] climate,change
[15] costs,emissions
[14] far,less
[9] 26,emissions
[8] new,research
[8] research,mssimelb
[8] mssimelb,scimelb
[8] scimelb,shows
[8] shows,costs

Top Word Pairs in Tweet in G9:
[12] carbon,tax
[12] tax,see
[12] see,slide
[12] slide,46
[7] 46,angles
[7] angles,environment
[7] environment,ag
[7] ag,cap
[7] cap,trade
[7] trade,never

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:
@saludamerica
@thoughteds
@nbreughel
@sir_suspicious
@ingersolrobert
@sirloinlmao
@jamesdifiore
@darylthedevine
@theausinstitute
@sengillibrand

Top Replied-To in G3:
@sir_suspicious
@sirloinlmao
@ingersolrobert
@sjc_pbs

Top Replied-To in G6:
@jksteinberger

Top Replied-To in G9:
@jamesdifiore
@cwgreer
@maryammonsef
@bjornlomborg
@hoperiverfarm
@glennrosslive
@sfcfdf
@jacquotlegrand
@gotarevolution

Top Mentioned
Top Mentioned in Entire Graph:
@thecccuk
@stopadani
@wgmin_rural
@oregongovbrown
@welshlabour
@reclaimanglesea
@doug_parr
@cbi_cc
@sierra_magazine
@hmtreasury

Top Mentioned in G1:
@thecccuk
@wgmin_rural
@welshgovernment
@climatemegan
@centre_alt_tech
@theccc
@wastenatwantnat
@richardcollettw
@cbi_cc
@mirka_johanna

Top Mentioned in G2:
@stopadani

Top Mentioned in G3:
@dawntj90
@sylviad32911201
@lazarus1940
@zigmund_fraud
@meatballnonner
@altus_arc
@nuckchorris16
@dcoronata
@sueytonius
@massimassian

Top Mentioned in G4:
@oregongovbrown

Top Mentioned in G5:
@uint8_t

Top Mentioned in G6:
@reclaimanglesea
@dwallacewells
@stopadani
@wgmin_rural
@thecccuk
@bbcnews
@bbcclimate
@rharrabin

Top Mentioned in G7:
@cbi_cc
@sierra_magazine

Top Mentioned in G8:
@tom_kompas
@mssimelb
@scimelb
@climatecouncil
@unimelb
@angustaylormp
@eciu_uk
@frankjotzo
@khayhoe
@cjharvey56

Top Mentioned in G9:
@andrewscheer
@pnpcbc
@paulyoungcpa
@maryammonsef
@glennrosslive

Top Mentioned in G10:
@welshlabour
@wgmin_rural
@thecccuk

Top Tweeters
Top Tweeters in Entire Graph:
@ecointernetdrgb
@pmgeezer
@eddarrell
@mwhalan
@skywaker9
@cultiv8hope
@bbcnews
@amazingchevvolt
@slsandpet
@washingtonpost

Top Tweeters in G1:
@williamjones00
@owenins
@y_gigfran
@zapaman
@drsimevans
@frankandbrown
@aeropolitics
@hollinsmargaret
@gavindjharper
@wmpowell2016

Top Tweeters in G2:
@mwhalan
@slsandpet
@robmax4
@l_deweaver
@bondi_izzy
@david_lunt
@mme7
@christo45046444
@malurussally
@desbraron

Top Tweeters in G3:
@pmgeezer
@eddarrell
@laborfail
@bfraser747
@thomaspaine5
@stevesgoddard
@lazarus1940
@iluvco2
@doubledumas
@takethatchem

Top Tweeters in G4:
@skywaker9
@cultiv8hope
@rawlings_cindy
@kphennosy
@msnavlin
@darby62
@squeakbrothers
@deschutesdems
@maryebryant2
@feather043

Top Tweeters in G5:
@ecointernetdrgb
@itiddly
@tornadoturbine
@garybham
@blmohr
@billsparow1
@1earthmedia
@wspu_update
@alexleophillips
@autryjohn

Top Tweeters in G6:
@bbcnews
@joshdacat
@john_cronin48
@freddyfuddrucke
@gillestestart
@elpinksto
@matthaggis666
@reclaimanglesea
@chrisriger
@caroljd1964

Top Tweeters in G7:
@nlassandrello
@gerritrentier
@andersonmix97
@pennyamorgan
@jeanjakz
@sierra_magazine
@johnwritlarge
@stillmidtn
@magtathmaggie
@croixtien

Top Tweeters in G8:
@coonavass
@3ty3
@sharanjit
@yabbietol
@supergranisback
@unimelb
@eciu_uk
@climatecouncil
@cjharvey56
@frankjotzo

Top Tweeters in G9:
@jacquotlegrand
@orkidnut
@paulyoungcpa
@pnpcbc
@maryammonsef
@gotarevolution
@sfcfdf
@andrewscheer
@jamesdifiore
@dbmilne

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


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