(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 3/18/2019 5:13:26 PM, 190788


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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:
March 18, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2FaYO7K
@_waleedshahid
@comissionerkate
@sapinker
@jackobsen
@no_filter_yamba
@wendoureeswans
@soyboysocial
@scotparl
@j_r_barrett
@envirodefence



Description:
Description
The graph represents a network of 671 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 Monday, 18 March 2019 at 09:08 UTC.

The requested start date was Sunday, 17 March 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, 7-hour, 57-minute period from Sunday, 03 March 2019 at 00:02 UTC to Saturday, 16 March 2019 at 08:00 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 : 671
Unique Edges : 684
Edges With Duplicates : 42
Total Edges : 726
Number of Edge Types : 3
Mentions : 595
Tweet : 84
Replies to : 47
Self-Loops : 84
Reciprocated Vertex Pair Ratio : 0.0297520661157025
Reciprocated Edge Ratio : 0.057784911717496
Connected Components : 136
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 123
Maximum Edges in a Connected Component : 123
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.977843
Graph Density : 0.0013857686233512
Modularity : 0.844576
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://albertainnovates.ca/funding-clean-technology/climate-change-innovation-and-technology-framework-ccitf/clean-technology-facilities-support-program/canadian-emissions-reduction-innovation-network/
[3] https://digitalpublications.parliament.scot/Committees/Report/ECCLR/2019/3/4/Stage-1-Report-on-the-Climate-Change--Emissions-Reduction-Targets---Scotland--Bill#Executive-Summary
[2] http://www.europarl.europa.eu/news/en/press-room/20190307IPR30745/climate-change-parliament-s-blueprint-for-long-term-co2-cuts
[2] https://www.environment.gov.au/climate-change/government/emissions-reduction-fund
[2] https://twitter.com/zalisteggall/status/1103886934735183872
[2] https://www.bbc.co.uk/news/science-environment-47460958
[2] https://sp-bpr-en-prod-cdnep.azureedge.net/published/ECCLR/2019/3/4/Stage-1-Report-on-the-Climate-Change--Emissions-Reduction-Targets---Scotland--Bill/ECCLRS052019R1.pdf
[2] https://theconversation.com/direct-action-not-giving-us-bang-for-our-buck-on-climate-change-59308
[1] https://www.bloomberg.com/opinion/articles/2019-03-15/climate-change-fight-is-going-to-require-some-sacrifice
[1] https://trib.al/mln5hBz

Top URLs in Tweet in G1:
[1] https://www.cnn.com/2019/03/13/health/un-global-environment-outlook-report/index.html

Top URLs in Tweet in G2:
[1] http://northcoastvoices.blogspot.com/2019/03/the-graphs-that-expose-australian-prime.html
[1] https://twitter.com/GrogsGamut/status/1100964845048848384
[1] https://link.medium.com/tHuaYDaIAU

Top URLs in Tweet in G3:
[1] https://timsenvironment.wordpress.com/methodologically-flawed-part-2-how-the-emissions-reduction-fund-handles-climate-risk/
[1] https://twitter.com/DrCraigEmerson/status/1102499738635497472
[1] https://sp-bpr-en-prod-cdnep.azureedge.net/published/ECCLR/2019/3/4/Stage-1-Report-on-the-Climate-Change--Emissions-Reduction-Targets---Scotland--Bill/ECCLRS052019R1.pdf
[1] https://www.theguardian.com/uk-news/2019/mar/04/scotland-climate-change-emissions?CMP=Share_AndroidApp_Tweet
[1] https://twitter.com/josecamoessilva/status/1102740964550950912
[1] https://www.bbc.co.uk/news/science-environment-47460958
[1] https://www.euractiv.com/section/energy/news/eu-dragged-to-court-for-backing-forest-biomass-as-renewable-energy/
[1] https://www.environment.gov.au/climate-change/government/emissions-reduction-fund
[1] https://www.curbed.com/a/texas-california/electric-cars-climate-change-sacramento-california
[1] https://citiesinaction.mohawkcollege.ca/

Top URLs in Tweet in G4:
[1] https://www.seas.harvard.edu/news/2019/03/finding-right-dose-for-solar-geoengineering

Top URLs in Tweet in G5:
[3] https://digitalpublications.parliament.scot/Committees/Report/ECCLR/2019/3/4/Stage-1-Report-on-the-Climate-Change--Emissions-Reduction-Targets---Scotland--Bill#Executive-Summary
[1] https://beta.parliament.scot/bills/climate-change-emissions-reduction-target-scotland-bill
[1] https://scottishparliament.podbean.com/e/gillian-martin-msp-finlay-carson-msp-climate-change-5th-march-2019/

Top URLs in Tweet in G6:
[1] https://www.theguardian.com/p/aq2b6/stw

Top URLs in Tweet in G7:
[1] https://bit.ly/2Hdht5n

Top URLs in Tweet in G9:
[3] https://albertainnovates.ca/funding-clean-technology/climate-change-innovation-and-technology-framework-ccitf/clean-technology-facilities-support-program/canadian-emissions-reduction-innovation-network/

Top URLs in Tweet in G10:
[1] https://www.quora.com/Is-Patrick-Moore-a-paid-representative-of-corporate-polluters-as-Greenpeace-claims-or-is-he-an-environmentalist-who-has-been-turned-off-by-a-radicalized-movement

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[27] climatechange
[16] climatestrike
[16] canada
[10] sitwithandrea
[9] podcast
[8] auspol
[7] climateaction
[7] energy
[6] transport
[6] health



Top Hashtags in Tweet in G2:
[2] insiders

Top Hashtags in Tweet in G3:
[2] climatechange
[1] demands4elxn2019
[1] cdnpoli
[1] corknzebconf19
[1] newenglandvotes
[1] citiesinaction2019
[1] ireland
[1] energy
[1] business
[1] auspol

Top Hashtags in Tweet in G5:
[11] climatechange
[9] podcast
[2] climateaction
[1] scottishparliament
[1] emissions

Top Hashtags in Tweet in G7:
[16] canada
[1] climatechange
[1] onpoli

Top Hashtags in Tweet in G8:
[15] climatestrike

Top Hashtags in Tweet in G9:
[5] cerin
[1] cleanenergy
[1] emissions

Top Words
Top Words in Tweet in Entire Graph:
[442] Words in Sentiment List#1: Positive
[194] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[13696] Non-categorized Words
[14332] Total Words
[409] climate
[358] reduction
[353] change
[218] emissions
[159] targets

Top Words in Tweet in G1:
[123] united
[123] nations
[123] bombshell
[123] 700
[123] page
[123] report
[123] meeting
[123] targets
[123] related
[123] climate

Top Words in Tweet in G2:
[39] climate
[37] change
[30] s
[28] angus
[28] taylor
[28] right
[28] one
[28] thing
[28] outcomes
[28] remarkable

Top Words in Tweet in G3:
[44] climate
[36] change
[35] reduction
[27] emissions
[13] carbon
[9] energy
[9] greenhouse
[7] fund
[6] gas
[5] co2

Top Words in Tweet in G4:
[33] without
[32] solar
[32] geoengineering
[32] seems
[32] crackbrained
[32] scheme
[32] mad
[32] scientist
[32] solve
[32] climate

Top Words in Tweet in G5:
[19] scotparl
[19] recently
[15] bill
[13] report
[11] sp_ecclr
[11] committee
[11] climatechange
[11] website
[11] out
[10] interested

Top Words in Tweet in G6:
[35] energy
[18] demand
[18] hours
[17] great
[17] article
[17] reduction
[17] essential
[17] today
[17] world
[17] producing

Top Words in Tweet in G7:
[32] ontario
[17] emissions
[17] canada
[16] know
[16] second
[16] highest
[16] greenhouse
[16] gas
[16] needs
[16] lot

Top Words in Tweet in G8:
[15] hope
[15] students
[15] wagging
[15] climatestrike
[15] remember
[15] day
[15] receive
[15] first
[15] electricity
[15] bill

Top Words in Tweet in G9:
[16] emissions
[15] nrcan
[15] canadian
[15] reduction
[15] innovation
[15] network
[14] abinnovates
[14] investing
[10] alberta
[10] innovates

Top Words in Tweet in G10:
[7] climate
[5] aoc
[5] change
[5] reduction
[5] emissions
[3] co2
[2] many
[2] real
[2] yes
[2] ecosensenow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[345] climate,change
[124] united,nations
[124] report,meeting
[124] meeting,targets
[124] targets,related
[124] related,climate
[124] change,air
[124] air,pollution
[124] pollution,reduction
[123] nations,bombshell

Top Word Pairs in Tweet in G1:
[123] united,nations
[123] nations,bombshell
[123] bombshell,700
[123] 700,page
[123] page,report
[123] report,meeting
[123] meeting,targets
[123] targets,related
[123] related,climate
[123] climate,change

Top Word Pairs in Tweet in G2:
[37] climate,change
[28] angus,taylor
[28] taylor,right
[28] right,one
[28] one,thing
[28] s,outcomes
[28] outcomes,climate
[28] change,remarkable
[28] remarkable,country
[27] comissionerkate,angus

Top Word Pairs in Tweet in G3:
[35] climate,change
[11] emissions,reduction
[5] carbon,reduction
[5] greenhouse,gas
[5] gas,emissions
[4] reduction,targets
[4] change,denialists
[3] reduction,emissions
[3] abbott,emissions
[3] reduction,fund

Top Word Pairs in Tweet in G4:
[32] solar,geoengineering
[32] geoengineering,seems
[32] seems,crackbrained
[32] crackbrained,scheme
[32] scheme,mad
[32] mad,scientist
[32] scientist,solve
[32] solve,climate
[32] climate,change
[32] change,without

Top Word Pairs in Tweet in G5:
[10] interested,climatechange
[10] climatechange,bill
[10] bill,recently
[10] recently,released
[10] released,first
[10] first,version
[10] version,new
[10] new,website
[10] website,check
[10] check,out

Top Word Pairs in Tweet in G6:
[18] energy,demand
[17] great,article
[17] article,energy
[17] demand,reduction
[17] reduction,essential
[17] essential,today
[17] today,world
[17] world,producing
[17] producing,8bn
[17] 8bn,more

Top Word Pairs in Tweet in G7:
[16] know,ontario
[16] ontario,second
[16] second,highest
[16] highest,greenhouse
[16] greenhouse,gas
[16] gas,emissions
[16] emissions,canada
[16] canada,ontario
[16] ontario,needs
[16] needs,lot

Top Word Pairs in Tweet in G8:
[15] hope,students
[15] students,wagging
[15] wagging,climatestrike
[15] climatestrike,remember
[15] remember,day
[15] day,receive
[15] receive,first
[15] first,electricity
[15] electricity,bill
[14] gideoncrozner,hope

Top Word Pairs in Tweet in G9:
[15] canadian,emissions
[15] emissions,reduction
[15] reduction,innovation
[15] innovation,network
[14] nrcan,investing
[10] alberta,innovates
[10] innovates,nrcan
[10] investing,12
[10] 12,million
[10] million,new

Top Word Pairs in Tweet in G10:
[5] climate,change
[3] co2,emissions
[3] change,reduction
[2] vaxidash2,michaelbalicki
[2] michaelbalicki,aoc
[2] s,completely
[2] completely,coopted
[2] coopted,groups
[2] groups,deep
[2] deep,pockets

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@_waleedshahid
@sapinker
@comissionerkate
@scotparl
@j_r_barrett
@nrcan
@envirodefence
@gideoncrozner
@abinnovates
@sp_ecclr

Top Mentioned in G1:
@_waleedshahid

Top Mentioned in G2:
@comissionerkate
@no_filter_yamba
@soyboysocial
@yathinkn
@minhkular
@lynlinking
@captainturtle
@unimelb
@debyy

Top Mentioned in G3:
@tetrisnet

Top Mentioned in G4:
@sapinker

Top Mentioned in G5:
@scotparl
@sp_ecclr
@gillianmsp
@fincarson
@sccscot

Top Mentioned in G6:
@j_r_barrett
@jasonhickel

Top Mentioned in G7:
@envirodefence

Top Mentioned in G8:
@gideoncrozner

Top Mentioned in G9:
@nrcan
@abinnovates
@abintheusa
@collegecan

Top Mentioned in G10:
@aoc
@vaxidash2
@michaelbalicki
@harveyeh
@imjulicaldwell
@sparkeinthedark
@novidonnyb
@moviepaul

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@geoffrey_payne
@minhkular
@davidbewart
@kaijuking23
@gpwriter
@camz99
@markplackett1
@daveyk317
@fehowarth

Top Tweeters in G1:
@kaijuking23
@gpwriter
@progressivedrey
@idreamin4d
@danibabe__
@yazidbey13
@ruthellaowens
@dwilliams1001
@trth2pwer68
@hl10pm

Top Tweeters in G2:
@geoffrey_payne
@minhkular
@davidbewart
@daveyk317
@fehowarth
@wendoureeswans
@yathinkn
@alanjmitchell_
@lynlinking
@jaquix173

Top Tweeters in G3:
@gcobber99
@franciswashere
@tetrisnet
@natgasworld
@familyonabike
@ambrown
@mefrombefore
@greatlakespeck
@vstv_me
@markwdixon

Top Tweeters in G4:
@mjoehlerich
@elnocturno
@sanremoanchenoi
@akimcampbell
@bdragon74
@rogerhighfield
@mmaakie
@alexbuychik
@carmengades1
@cordobcarlos

Top Tweeters in G5:
@camz99
@ptws1969
@cybrarian64
@kuantancurls
@salome_debbie
@gillianmsp
@jlewr
@annafowlie
@cathypeattie1
@scotparl

Top Tweeters in G6:
@klausdodds
@eco_melon
@sharpsharp
@priestleycentre
@jasonhickel
@lrna11
@st_pye
@leedsclimatecom
@energyleeds
@sam_w_smith

Top Tweeters in G7:
@parrythehoot
@gabrfranke
@fandramon
@greenunirose
@envirodefence
@bissonnetterene
@henhere
@baboompapalou
@juicygreenmom
@tinygreenthings

Top Tweeters in G8:
@astrongeroz
@pleaseuseaussie
@toomuchfandango
@lifesnotforall
@jesuisloulou
@robcoyte
@tzeetch
@barryadlam
@jja2819
@dlhsa_1957

Top Tweeters in G9:
@collegecan
@ma4cpa
@nrcan
@glenn_a_mason
@rossgk
@oilsavvy2
@cf_entre_corp
@abinnovates
@_lms_adm
@fdr_cleanenergy

Top Tweeters in G10:
@moviepaul
@ecosensenow
@imjulicaldwell
@marvin515119758
@sparkeinthedark
@aoc
@lespowell17
@scottcranford
@yungbreezbreez
@michaelbalicki


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