(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 3/24/2019 11:23:45 AM, 191473


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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 24, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2U5yFAI
@rarohde
@stuartbcapstick
@sapinker
@mmaakie
@_waleedshahid
@glinch72
@nvjrobins1
@beccabluesky
@eric_herring
@mihkal

Top hashtags:


Description:
Description
The graph represents a network of 1,022 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, 24 March 2019 at 10:15 UTC.

The requested start date was Sunday, 24 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, 14-hour, 18-minute period from Sunday, 10 March 2019 at 07:51 UTC to Saturday, 23 March 2019 at 22:09 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 : 1022
Unique Edges : 1080
Edges With Duplicates : 42
Total Edges : 1122
Number of Edge Types : 3
Mentions : 984
Tweet : 90
Replies to : 48
Self-Loops : 90
Reciprocated Vertex Pair Ratio : 0.00592885375494071
Reciprocated Edge Ratio : 0.0117878192534381
Connected Components : 123
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 378
Maximum Edges in a Connected Component : 392
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.215369
Graph Density : 0.000975598536410526
Modularity : 0.858475
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://www.bloomberg.com/opinion/articles/2019-03-15/climate-change-fight-is-going-to-require-some-sacrifice
[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] https://www.boulderweekly.com/boulderganic/keeping-up-with-climate-change/
[2] https://newsroom.unsw.edu.au/news/social-affairs/taking-slack-when-governments-don%E2%80%99t-act-climate-change
[2] https://www.theguardian.com/commentisfree/2019/mar/18/school-climate-change-strikers-paris-agreement-fossil-fuels
[2] https://www.theccc.org.uk/tackling-climate-change/reducing-carbon-emissions/how-the-uk-is-progressing/
[2] http://www.europarl.europa.eu/news/en/press-room/20190307IPR30745/climate-change-parliament-s-blueprint-for-long-term-co2-cuts
[1] https://www.theaustralian.com.au/national-affairs/climate/hippocket-hit-creates-a-climate-for-change/news-story/846df7049f6987afd0673176f803365e
[1] https://wattsupwiththat.com/2019/03/22/the-stark-reality-of-co2-emissions-reduction-in-one-graph/#comment-2662890

Top URLs in Tweet in G1:
[1] https://www.euractiv.com/section/climate-strategy-2050/news/eu-parliament-votes-for-55-emissions-cuts-by-2030/

Top URLs in Tweet in G2:
[1] https://www.cnn.com/2019/03/13/health/un-global-environment-outlook-report/index.html

Top URLs in Tweet in G3:
[1] https://www.cardiff.ac.uk/news/view/1462532-uk-gets-new-5-million-climate-change-research-centre

Top URLs in Tweet in G4:
[1] https://wattsupwiththat.com/2019/03/22/the-stark-reality-of-co2-emissions-reduction-in-one-graph/#comment-2662890

Top URLs in Tweet in G5:
[2] https://www.theguardian.com/commentisfree/2019/mar/18/school-climate-change-strikers-paris-agreement-fossil-fuels
[1] https://www.theguardian.com/environment/2017/jul/26/irelands-staggering-hypocrisy-on-climate-change
[1] https://www.theguardian.com/business/2019/mar/12/climate-change-poses-risk-to-australias-financial-stability-warns-rba-deputy-governor
[1] https://www.theguardian.com/environment/2019/mar/13/enough-scandalous-time-wasting-on-climate-change-lets-get-back-to-the-facts?CMP=Share_AndroidApp_Tweet
[1] https://www.theguardian.com/environment/2019/mar/13/enough-scandalous-time-wasting-on-climate-change-lets-get-back-to-the-facts
[1] https://multimedia.europarl.europa.eu/en/climate-change-extracts-from-the-debate_I168880-V_v
[1] https://www.nationalgeographic.com/environment/2019/03/climate-change-model-warns-of-difficult-future/
[1] http://www.imperial.ac.uk/grantham/publications/briefing-papers/co-benefits-of-climate-change-mitigation-in-the-uk-what-issues-are-the-uk-public-concerned-about-and-how-can-action-on-climate-change-help-to-address-them.php
[1] https://twitter.com/sciam/status/1105951711787737088
[1] https://www.theguardian.com/environment/2019/mar/13/arctic-temperature-rises-must-be-urgently-tackled-warns-un

Top URLs in Tweet in G6:
[1] http://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fopinion%2flabors-climate-of-catastrophe%2fnews-story%2f06c77663c52ea0b12e76cf808bc3b3ce

Top URLs in Tweet in G7:
[1] https://www.seas.harvard.edu/news/2019/03/finding-right-dose-for-solar-geoengineering

Top URLs in Tweet in G8:
[1] https://twitter.com/tony_goodfellow/status/1107507610419249152

Top URLs in Tweet in G9:
[1] https://sitwithandrea.wordpress.com/2019/03/11/day-113/

Top URLs in Tweet in G10:
[1] https://www.environment.gov.au/climate-change/government/emissions-reduction-fund

Top Domains
Top Domains in Tweet in Entire Graph:
[14] twitter.com
[11] theguardian.com
[6] europa.eu
[5] parliament.scot
[4] com.au
[4] albertainnovates.ca
[3] ac.uk
[3] bloomberg.com
[2] boulderweekly.com
[2] edu.au

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

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

Top Domains in Tweet in G3:
[1] ac.uk

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

Top Domains in Tweet in G5:
[8] theguardian.com
[7] twitter.com
[2] europa.eu
[2] lnkd.in
[2] com.au
[1] nationalgeographic.com
[1] ac.uk
[1] centralmaine.com
[1] cnn.com
[1] bloomberg.com

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

Top Domains in Tweet in G7:
[1] harvard.edu

Top Domains in Tweet in G8:
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] gov.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] climatechange
[18] climatestrike
[10] sitwithandrea
[8] energy
[7] transport
[7] health
[6] solar
[6] cerin
[5] climateaction
[5] lowcarbonwales



Top Hashtags in Tweet in G5:
[4] climatechange
[1] ireland
[1] energy
[1] business
[1] auspol
[1] ever
[1] greenarts
[1] fridaysforfuture
[1] ottcity
[1] technology

Top Hashtags in Tweet in G8:
[1] auspol
[1] climateelection2019

Top Hashtags in Tweet in G9:
[10] sitwithandrea
[1] mapoli

Top Words
Top Words in Tweet in Entire Graph:
[446] Words in Sentiment List#1: Positive
[257] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[20748] Non-categorized Words
[21451] Total Words
[600] reduction
[459] climate
[423] change
[255] carbon
[243] co2

Top Words in Tweet in G1:
[212] eu
[211] non
[211] binding
[211] resolution
[211] parliament
[211] voted
[211] 369
[211] 116
[211] increase
[211] goals

Top Words in Tweet in G2:
[124] united
[124] nations
[124] bombshell
[124] 700
[124] page
[124] report
[124] meeting
[124] targets
[124] related
[124] climate

Top Words in Tweet in G3:
[184] centre
[92] today
[92] announce
[92] new
[92] research
[92] called
[92] climate
[92] change
[92] social
[92] transformations

Top Words in Tweet in G4:
[2] nikolovscience
[2] climate
[2] change
[2] heat
[2] energy
[2] more

Top Words in Tweet in G5:
[44] reduction
[43] climate
[37] emissions
[36] change
[13] energy
[11] greenhouse
[11] gas
[10] carbon
[9] s
[8] targets

Top Words in Tweet in G6:
[78] labor
[39] come
[39] clean
[39] true
[39] cost
[39] australian
[39] economy
[39] aggressive
[39] emissions
[39] reduction

Top Words in Tweet in G7:
[34] without
[33] solar
[33] geoengineering
[33] seems
[33] crackbrained
[33] scheme
[33] mad
[33] scientist
[33] solve
[33] climate

Top Words in Tweet in G8:
[25] climate
[24] change
[23] see
[23] mark_butler_mp
[22] good
[22] shadow
[22] minister
[22] rule
[22] out
[22] using

Top Words in Tweet in G9:
[15] aoc
[12] realdtguitars
[12] phantomxterior
[12] cost
[12] money
[12] invest
[12] gnd
[12] costs
[12] investments
[12] upgraded

Top Words in Tweet in G10:
[6] climate
[6] change
[6] reduction
[5] emissions
[3] turnbullmalcolm
[3] policy
[3] tonyabbottmhr
[3] see
[2] evidence
[2] learn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[420] climate,change
[219] non,binding
[219] binding,resolution
[219] co2,reduction
[218] resolution,eu
[218] eu,parliament
[218] parliament,voted
[218] voted,369
[218] 369,116
[218] 116,increase

Top Word Pairs in Tweet in G1:
[211] non,binding
[211] binding,resolution
[211] resolution,eu
[211] eu,parliament
[211] parliament,voted
[211] voted,369
[211] 369,116
[211] 116,increase
[211] increase,goals
[211] goals,co2

Top Word Pairs in Tweet in G2:
[124] united,nations
[124] nations,bombshell
[124] bombshell,700
[124] 700,page
[124] page,report
[124] report,meeting
[124] meeting,targets
[124] targets,related
[124] related,climate
[124] climate,change

Top Word Pairs in Tweet in G3:
[92] today,announce
[92] announce,new
[92] new,research
[92] research,centre
[92] centre,called
[92] called,centre
[92] centre,climate
[92] climate,change
[92] change,social
[92] social,transformations

Top Word Pairs in Tweet in G4:
[2] climate,change

Top Word Pairs in Tweet in G5:
[35] climate,change
[15] emissions,reduction
[8] greenhouse,gas
[7] gas,emissions
[5] reduction,emissions
[4] change,denialists
[3] australia,s
[3] reduction,targets
[3] reduction,target
[3] abbott,emissions

Top Word Pairs in Tweet in G6:
[39] labor,come
[39] come,clean
[39] clean,true
[39] true,cost
[39] cost,australian
[39] australian,economy
[39] economy,aggressive
[39] aggressive,emissions
[39] emissions,reduction
[39] reduction,target

Top Word Pairs in Tweet in G7:
[33] solar,geoengineering
[33] geoengineering,seems
[33] seems,crackbrained
[33] crackbrained,scheme
[33] scheme,mad
[33] mad,scientist
[33] scientist,solve
[33] solve,climate
[33] climate,change
[33] change,without

Top Word Pairs in Tweet in G8:
[24] climate,change
[22] good,see
[22] see,shadow
[22] shadow,minister
[22] minister,climate
[22] change,mark_butler_mp
[22] mark_butler_mp,rule
[22] rule,out
[22] out,using
[22] using,kyoto

Top Word Pairs in Tweet in G9:
[12] realdtguitars,phantomxterior
[12] phantomxterior,aoc
[12] aoc,cost
[12] cost,money
[12] money,invest
[12] invest,gnd
[12] gnd,costs
[12] costs,investments
[12] investments,upgraded
[12] upgraded,infrastructure

Top Word Pairs in Tweet in G10:
[6] climate,change
[5] emissions,reduction
[3] policy,emissions
[2] turnbullmalcolm,regrets
[2] regrets,implement
[2] implement,meaningful
[2] meaningful,policy
[2] socialism,inherently

Top Replied-To
Top Replied-To in Entire Graph:
@turnbullmalcolm
@aoc
@belindajones68
@nikolovscience
@wecouncil
@michael46830937
@alg0rhythm
@bbcthisweek
@ellymelly
@jesopav

Top Replied-To in G4:
@nikolovscience
@michael46830937

Top Replied-To in G8:
@justloo85230955
@grahamperrettmp

Top Replied-To in G9:
@aoc
@realdtguitars
@rayserrano2735

Top Replied-To in G10:
@turnbullmalcolm
@tonyabbottmhr
@feedbackdave
@gillking01
@kellysewsrooney

Top Mentioned
Top Mentioned in Entire Graph:
@rarohde
@_waleedshahid
@stuartbcapstick
@johnandersonao
@sapinker
@mark_butler_mp
@therealewbank
@gideoncrozner
@abinnovates
@nrcan

Top Mentioned in G1:
@rarohde
@sustainable2050

Top Mentioned in G2:
@_waleedshahid

Top Mentioned in G3:
@stuartbcapstick
@rarohde

Top Mentioned in G4:
@thedisproof
@gillesnfio
@friendsoscience
@sconwaysmith
@d_e_mol
@sylviad32911201
@captbobdad
@qualityhoofcare
@bobkerns
@regimechangebc

Top Mentioned in G5:
@tetrisnet

Top Mentioned in G6:
@johnandersonao

Top Mentioned in G7:
@sapinker
@rarohde

Top Mentioned in G8:
@mark_butler_mp
@therealewbank
@nonumbers_ian
@skynewsaust
@michaeldaleymp
@ipcc_ch
@healthy_climate

Top Mentioned in G9:
@aoc
@phantomxterior
@mannyswit
@realdtguitars
@nathanpboston
@charliebakerma
@grumpygrumpyowl
@massgovernor

Top Mentioned in G10:
@tonyabbottmhr
@smh
@jamesde34061167
@tessy197
@mustardguy3
@zalisteggall
@shaymoomoo
@melissa4durack
@coxyjindas
@turnbullmalcolm

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@kaijuking23
@gpwriter
@camz99
@markplackett1
@positivelyjoan
@shaktilila
@whosfibbing
@nytimes
@ken_crichlow

Top Tweeters in G1:
@positivelyjoan
@shaktilila
@ken_crichlow
@tenneynaumer
@lizdolphinfluff
@dennis_vdo
@solhog
@gecko39
@ismleod_ian
@troutish

Top Tweeters in G2:
@kaijuking23
@gpwriter
@progressivedrey
@idreamin4d
@danibabe__
@yazidbey13
@ruthellaowens
@dwilliams1001
@trth2pwer68
@hl10pm

Top Tweeters in G3:
@sydnets
@mwt2008
@barryjwoods
@jimprall
@beccabluesky
@minnierolfe1
@glo_man
@theresphysics
@cienciaxpueblo
@cityatlas

Top Tweeters in G4:
@regimechangebc
@boggywood
@craigthomler
@friendsoscience
@drwaheeduddin
@gillesnfio
@brunopresents
@kittyantonik
@cathmckenna
@clairenewton79

Top Tweeters in G5:
@tetrisnet
@imbalaska
@cellomomoncars
@mefrombefore
@vstv_me
@thebeatnews
@ep_cyprus
@charity_edwards
@europarlav
@rholesgrove

Top Tweeters in G6:
@whosfibbing
@garthgodsman
@janmareesmith2
@omgthemess
@_shaggs3
@jansummersalt
@joffa63john
@gato188
@certoscio2
@qlder

Top Tweeters in G7:
@mjoehlerich
@elnocturno
@sanremoanchenoi
@akimcampbell
@bdragon74
@rogerhighfield
@mmaakie
@alexbuychik
@carmengades1
@cordobcarlos

Top Tweeters in G8:
@cscviews
@skynewsaust
@helenartacho
@takvera
@johnwren1950
@enasharp52
@grahamperrettmp
@ruxyrob
@therealewbank
@hocking_c

Top Tweeters in G9:
@rwwatchma
@frackhazreveal
@hhescobar
@ed_averill
@nathanpboston
@grumpygrumpyowl
@jeffries_anne
@carolyncbarthel
@wendypinnj
@rosado_angelica

Top Tweeters in G10:
@smh
@coxyjindas
@tessy197
@zspecialunit
@jamesde34061167
@turnbullmalcolm
@gillking01
@justloo85230955
@feedbackdave
@tonyabbottmhr


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