(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 3/31/2019 12:03:10 PM, 192186


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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 31, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2JSIa22
@rarohde
@lizdolphinfluff
@stuartbcapstick
@quentindempster
@4corners
@jamesdo73601186
@farmingforever
@nvjrobins1
@eric_herring
@beccabluesk

Description:
Description
The graph represents a network of 878 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, 31 March 2019 at 10:15 UTC.

The requested start date was Sunday, 31 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, 20-hour, 50-minute period from Sunday, 17 March 2019 at 01:15 UTC to Saturday, 30 March 2019 at 22:06 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 : 878
Unique Edges : 1023
Edges With Duplicates : 24
Total Edges : 1047
Number of Edge Types : 3
Mentions : 929
Tweet : 71
Replies to : 47
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.0020703933747412
Reciprocated Edge Ratio : 0.00413223140495868
Connected Components : 107
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 494
Maximum Edges in a Connected Component : 634
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.913705
Graph Density : 0.00125713306130082
Modularity : 0.839861
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://amp.theguardian.com/environment/2019/mar/21/climate-change-could-make-insurance-too-expensive-for-ordinary-people-report
[2] https://www.holyrood.com/event/climate-change-scotland-meeting-emissions-reduction-targets
[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
[1] https://twitter.com/JamesHulseCDP/status/1108305754237353984
[1] https://www.bp.com/content/dam/bp/business-sites/en/global/corporate/pdfs/energy-economics/statistical-review/bp-stats-review-2018-full-report.pdf
[1] http://www.aandbscotland.org.uk/culture-and-business-fund-scotland/
[1] https://www.grantsonline.org.uk/news/energy-environment-and-transport/
[1] https://www.grantfinder.co.uk

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://twitter.com/neighbour_s/status/1110759190337773568

Top URLs in Tweet in G3:
[1] https://twitter.com/JamesHulseCDP/status/1108305754237353984
[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:
[1] http://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fopinion%2fcome-clean-on-climate-targets%2fnews-story%2f63191f3883a4659b2ca0b17e554023b1
[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
[1] https://twitter.com/page_research/status/1110339890284101632

Top URLs in Tweet in G6:
[2] https://www.theguardian.com/commentisfree/2019/mar/18/school-climate-change-strikers-paris-agreement-fossil-fuels
[1] https://twitter.com/QuentinDempster/status/1107115566924353536
[1] https://lnkd.in/f33XF9P
[1] https://lnkd.in/f35q3aK
[1] https://newsroom.unsw.edu.au/news/social-affairs/taking-slack-when-governments-don%E2%80%99t-act-climate-change
[1] https://medium.com/@philippe.klintefelt.collet/climate-change-and-venture-capital-part-1-the-mechanics-of-carbon-emissions-reduction-9facfc6562a8
[1] https://twitter.com/lunaxstorta/status/1107699387428454402
[1] https://www.theguardian.com/commentisfree/2019/mar/18/ending-climate-change-end-capitalism?CMP=share_btn_fb&fbclid=IwAR3hKxaEEcSSzE-O7Bn412bPWMZ73FKghbx9cYCRagmDkbKvgQtl2zMXTgg
[1] http://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fnational-affairs%2fclimate%2fclimate-plan-wrecking-ball-for-economy%2fnews-story%2f619dd2f35e82b21ff9ab634b393bc7f6
[1] http://akheadlamp.com/deep-heart-texas-alaska-shines-laser-focus-industry-emission-reduction/?utm_source=twitter.com&utm_medium=social&utm_campaign=the-oil-and-natural-gas-industry-is-lase

Top URLs in Tweet in G7:
[1] https://twitter.com/tony_goodfellow/status/1107507610419249152

Top URLs in Tweet in G9:
[1] https://www.timberbiz.com.au/2b-promised-for-emissions-reduction-in-australia/

Top URLs in Tweet in G10:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191103

Top Domains
Top Domains in Tweet in Entire Graph:
[14] twitter.com
[8] theguardian.com
[6] com.au
[3] lnkd.in
[3] ac.uk
[2] org.uk
[2] co.uk
[2] holyrood.com
[2] washingtonpost.com
[2] medium.com

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

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

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

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

Top Domains in Tweet in G5:
[2] com.au
[1] twitter.com

Top Domains in Tweet in G6:
[6] twitter.com
[3] lnkd.in
[3] theguardian.com
[2] medium.com
[2] com.au
[1] edu.au
[1] akheadlamp.com
[1] mohawkcollege.ca
[1] legalandgeneralgroup.com
[1] bloombergenvironment.com

Top Domains in Tweet in G7:
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] earthhour
[8] hr9
[7] climatechange
[7] solar
[5] carbon
[5] lowcarbonwales
[4] cities
[4] insurance
[4] mitigation
[4] labor



Top Hashtags in Tweet in G3:
[1] whitehaven

Top Hashtags in Tweet in G6:
[2] climatechange
[1] technology
[1] venturecapital
[1] citiesinaction2019
[1] carbon
[1] econ406s19
[1] challenge9
[1] boldclimateleadership
[1] brexit
[1] ukclimateaction

Top Hashtags in Tweet in G7:
[1] auspol
[1] climateelection2019

Top Hashtags in Tweet in G10:
[1] climatechangeisreal

Top Words
Top Words in Tweet in Entire Graph:
[316] Words in Sentiment List#1: Positive
[281] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[18164] Non-categorized Words
[18761] Total Words
[542] reduction
[390] climate
[357] change
[268] emissions
[263] carbon

Top Words in Tweet in G1:
[216] eu
[215] non
[215] binding
[215] resolution
[215] parliament
[215] voted
[215] 369
[215] 116
[215] increase
[215] goals

Top Words in Tweet in G2:
[95] abc
[94] climate
[94] change
[94] emissions
[94] reduction
[94] audit
[94] report
[94] 4corners
[94] monday
[94] 8

Top Words in Tweet in G3:
[188] centre
[95] climate
[95] change
[94] today
[94] announce
[94] new
[94] research
[94] called
[94] social
[94] 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:
[80] labor
[43] emissions
[43] reduction
[42] economy
[41] johnandersonao
[41] target
[40] come
[40] clean
[40] true
[40] cost

Top Words in Tweet in G6:
[40] reduction
[36] climate
[30] emissions
[27] change
[15] energy
[11] carbon
[9] gas
[8] targets
[8] renewable
[7] greenhouse

Top Words in Tweet in G7:
[26] change
[25] climate
[23] see
[22] good
[22] shadow
[22] minister
[22] mark_butler_mp
[22] rule
[22] out
[22] using

Top Words in Tweet in G8:
[18] aoc
[13] gnd
[12] realdtguitars
[12] phantomxterior
[12] cost
[12] money
[12] invest
[12] costs
[12] investments
[12] upgraded

Top Words in Tweet in G9:
[27] climate
[26] change
[24] farmingforever
[24] land
[24] custodians
[24] farmers
[24] graziers
[24] front
[24] line
[24] uniquely

Top Words in Tweet in G10:
[6] climate
[6] change
[5] emissions
[5] reduction
[3] 4corners
[3] australian
[3] audit
[2] quentindempster
[2] chriskkenny
[2] simonahac

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[356] climate,change
[221] co2,reduction
[220] non,binding
[220] binding,resolution
[220] resolution,eu
[220] eu,parliament
[220] parliament,voted
[220] voted,369
[220] 369,116
[220] 116,increase

Top Word Pairs in Tweet in G1:
[215] non,binding
[215] binding,resolution
[215] resolution,eu
[215] eu,parliament
[215] parliament,voted
[215] voted,369
[215] 369,116
[215] 116,increase
[215] increase,goals
[215] goals,co2

Top Word Pairs in Tweet in G2:
[94] climate,change
[94] change,emissions
[94] emissions,reduction
[94] reduction,audit
[94] audit,report
[94] report,4corners
[94] 4corners,monday
[94] monday,8
[94] 8,30
[94] 30,pm

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

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

Top Word Pairs in Tweet in G5:
[43] emissions,reduction
[41] reduction,target
[40] labor,come
[40] come,clean
[40] clean,true
[40] true,cost
[40] cost,australian
[40] australian,economy
[40] economy,aggressive
[40] aggressive,emissions

Top Word Pairs in Tweet in G6:
[27] climate,change
[13] emissions,reduction
[6] greenhouse,gas
[6] gas,emissions
[5] renewable,energy
[4] reduction,greenhouse
[3] emission,reduction
[3] carbon,emissions
[3] carbon,reduction
[3] reduction,emissions

Top Word Pairs in Tweet in G7:
[25] 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 G8:
[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 G9:
[26] climate,change
[24] land,custodians
[24] custodians,farmers
[24] farmers,graziers
[24] graziers,front
[24] front,line
[24] line,climate
[24] change,uniquely
[24] uniquely,positioned
[23] farmingforever,land

Top Word Pairs in Tweet in G10:
[6] climate,change
[5] emissions,reduction
[3] change,emissions
[3] reduction,audit
[2] audit,report
[2] flyunderradar91,max_and_moritz
[2] max_and_moritz,australian
[2] australian,1
[2] 1,climate
[2] change,real

Top Replied-To
Top Replied-To in Entire Graph:
@wardiebaybeach
@dampsquibba
@quentindempster
@grayconnolly
@chriskkenny
@jayinslee
@alanjones
@premierscottmoe
@senatorenzi
@rickpittnger

Top Replied-To in G4:
@nikolovscience
@michael46830937

Top Replied-To in G7:
@dampsquibba
@justloo85230955

Top Replied-To in G8:
@cahml
@dailysignal
@chrislhayes
@edkrassen
@realdtguitars
@rayserrano2735

Top Replied-To in G10:
@quentindempster
@chriskkenny
@flyunderradar91

Top Mentioned
Top Mentioned in Entire Graph:
@rarohde
@4corners
@quentindempster
@stuartbcapstick
@johnandersonao
@farmingforever
@mark_butler_mp
@therealewbank
@aoc
@alectranews

Top Mentioned in G1:
@rarohde
@sustainable2050

Top Mentioned in G2:
@4corners
@quentindempster
@australian
@chriskkenny

Top Mentioned in G3:
@stuartbcapstick
@rarohde
@whynothomer

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

Top Mentioned in G5:
@johnandersonao
@australianlabor

Top Mentioned in G7:
@mark_butler_mp
@therealewbank
@angustaylormp
@quentindempster
@4corners
@nonumbers_ian
@skynewsaust
@michaeldaleymp
@ipcc_ch

Top Mentioned in G8:
@aoc
@phantomxterior
@mannyswit
@realdtguitars
@repadamschiff
@phoenix_ranger
@cahml

Top Mentioned in G9:
@farmingforever
@quentindempster
@4corners
@rarohde

Top Mentioned in G10:
@australian
@4corners
@simonahac
@max_and_moritz
@chriskkenny
@zalisteggall
@mikecarlton01
@mikefitzau
@_oliver_yates
@julianburnside

Top Tweeters
Top Tweeters in Entire Graph:
@scotland4me
@geoffrey_payne
@kotaknaren
@positivelyjoan
@shaktilila
@whosfibbing
@nytimes
@qldaah
@ken_crichlow
@pedwards2014

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

Top Tweeters in G2:
@geoffrey_payne
@qldaah
@pedwards2014
@broomstick33
@opa1420
@seanbradbery
@nikt50
@frygerard
@alistairpdbain
@banas51

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:
@whosfibbing
@garthgodsman
@janmareesmith2
@astrongeroz
@omgthemess
@_shaggs3
@jansummersalt
@joffa63john
@gato188
@certoscio2

Top Tweeters in G6:
@scotland4me
@jacklhasa
@imbalaska
@cellomomoncars
@thebeatnews
@bearinamsterdam
@cocapwatch
@slefebvremerlin
@btwisteria
@rholesgrove

Top Tweeters in G7:
@cscviews
@skynewsaust
@helenartacho
@takvera
@johnwren1950
@enasharp52
@ruxyrob
@therealewbank
@hocking_c
@lcrhms

Top Tweeters in G8:
@frackhazreveal
@chrislhayes
@phoenix_ranger
@hhescobar
@ed_averill
@edkrassen
@jeffries_anne
@dailysignal
@wendypinnj
@owingskenny

Top Tweeters in G9:
@lizdolphinfluff
@coonavass
@morpheusbeing
@mangotree_books
@richardmclellan
@yabbietol
@guswhyte
@raymondedeux
@faotc
@rikkitweets

Top Tweeters in G10:
@australian
@chriskkenny
@d_melissa2
@3t_profit_0_co2
@portableairsyd
@simonahac
@mikecarlton01
@peter_fitz
@julianburnside
@mikefitzau


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