(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 2/24/2019 1:33:55 PM, 188043


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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:
February 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/2E7XlOT
@pauledawson
@greensjeremy
@extinctionr
@glo_man
@mariamatthews5
@climatecouncil
@tilleyfab
@bulldoghill
@pepi_martin
@josmirek

Top hashta

Description:
Description
The graph represents a network of 912 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 February 2019 at 10:12 UTC.

The requested start date was Sunday, 24 February 2019 at 01:01 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, 4-minute period from Sunday, 10 February 2019 at 01:54 UTC to Saturday, 23 February 2019 at 21:58 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 : 912
Unique Edges : 967
Edges With Duplicates : 22
Total Edges : 989
Number of Edge Types : 3
Tweet : 93
Mentions : 830
Replies to : 66
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0.00792751981879955
Reciprocated Edge Ratio : 0.0157303370786517
Connected Components : 148
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 363
Maximum Edges in a Connected Component : 387
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.594484
Graph Density : 0.00107121536002465
Modularity : 0.864084
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://www.project-syndicate.org/commentary/climate-change-undeliverable-emissions-targets-by-bjorn-lomborg-2019-02
[7] https://www.theguardian.com/environment/2019/feb/15/emissions-reduction-fund-could-be-used-to-upgrade-40-year-old-coal-fired-power-plant
[5] http://www.pfpi.net/carbon-emissions
[4] https://www.theguardian.com/environment/2019/feb/19/majority-of-european-firms-have-no-co2-reduction-targets
[4] https://www.nytimes.com/2019/02/16/opinion/sunday/fear-panic-climate-change-warming.html
[3] https://www.euractiv.com/section/climate-strategy-2050/news/canete-sees-gas-as-a-bridge-to-reach-eus-clean-energy-goals/?fbclid=IwAR0fW86zdtxZ42IAxdDiI766__7dT6Zrl5lvAE2kotXXiLncX1gtgQuU-Tc
[2] http://www.ipsnews.net/2019/02/taking-lead-fight-climate-change/
[2] http://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fnational-affairs%2fclimate%2fcarbon-cut-apocalypse-cost-of-alp-energy-plan%2fnews-story%2f96c9af15d670a6725146e356fd4b6414
[2] 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
[2] https://www.cdp.net/en/research/global-reports/europe-report-2018

Top URLs in Tweet in G1:
[2] https://nowthisnews.com/videos/future/the-world-is-running-out-of-time-to-fight-climate-change-warns-the-un?utm_content=The+World+Is+Running+Out+of+Time+to+Fight+Climate+Change%2C+Warns+the+UN&utm_source=twitter&utm_medium=social-media

Top URLs in Tweet in G2:
[1] https://edmontonjournal.com/news/politics/extraordinary-less-than-half-of-albertas-electricity-was-coal-powered-in-2018-says-province?utm_term=Autofeed&utm_medium=Social&utm_source=Facebook&fbclid=IwAR0mh34frLKFYqranmdmvgfEfmyrZXVHcgCYj7ENsE4jjVLpO6O_BnCB0CA#

Top URLs in Tweet in G3:
[1] https://www.odt.co.nz/opinion/joining-global-effort-climate-change-rational-choice-nz
[1] https://www.nytimes.com/2019/02/16/opinion/sunday/fear-panic-climate-change-warming.html

Top URLs in Tweet in G4:
[1] https://www.theguardian.com/environment/2019/feb/15/emissions-reduction-fund-could-be-used-to-upgrade-40-year-old-coal-fired-power-plant?CMP=share_btn_fb&fbclid=IwAR2jEZEgcdNejEZxIC51Coq2TaPYyX-4QrvlrFjpOlUxxMEiDi3AMG9VpZw

Top URLs in Tweet in G5:
[4] https://www.theguardian.com/environment/2019/feb/19/majority-of-european-firms-have-no-co2-reduction-targets
[2] https://www.theguardian.com/environment/2019/feb/15/emissions-reduction-fund-could-be-used-to-upgrade-40-year-old-coal-fired-power-plant
[2] https://www.cdp.net/en/research/global-reports/europe-report-2018
[1] https://www.curbed.com/a/texas-california/electric-cars-climate-change-sacramento-california
[1] http://bit.ly/2GpofVg?utm_content=84445979&utm_medium=social&utm_source=twitter&hss_channel=tw-2666750809
[1] http://www.governing.com/topics/transportation-infrastructure/tns-climate-change-carbon-emissions-illinois.html
[1] http://www.environment.gov.au/climate-change/government/australias-emissions-reduction-target
[1] https://oilandgasuk.cld.bz/Energy-Transition-Report-2018
[1] https://twitter.com/eligit/status/1095827718212587521
[1] https://insidestory.org.au/cashing-in-on-carbon-reduction/

Top URLs in Tweet in G6:
[2] https://www.smh.com.au/environment/climate-change/woefully-inadequate-morrison-government-to-use-paris-climate-short-cut-20190218-p50ylu.html?cspt=1550528045%7Ce156ce715df9c720cf9f44b7529f18a7

Top URLs in Tweet in G8:
[1] https://amp.theaustralian.com.au/national-affairs/climate/carbon-cut-apocalypse-cost-of-alp-energy-plan/news-story/96c9af15d670a6725146e356fd4b6414?__twitter_impression=true
[1] https://twitter.com/GretaThunberg/status/1096428372547260416
[1] https://www.theguardian.com/education/2019/feb/10/pupil-strike-climate-change-puts-schools-on-spot?CMP=share_btn_tw

Top URLs in Tweet in G9:
[1] https://www.nytimes.com/2019/02/16/opinion/sunday/fear-panic-climate-change-warming.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] climatechange
[9] climateaction
[8] emissions
[8] coal
[6] auspol
[5] ultraboost
[5] celsius
[5] ipcc
[5] renewableenergy
[5] biomass



Top Hashtags in Tweet in G1:
[2] actonclimate
[2] climatechange
[2] keepitintheground

Top Hashtags in Tweet in G3:
[5] climateaction
[5] ultraboost
[1] gretathunberg
[1] extinctionrebellion

Top Hashtags in Tweet in G5:
[3] emissions
[1] npc
[1] carbon
[1] parisagreement
[1] cleanenergy
[1] australia
[1] auspol
[1] energytransition
[1] climatechange
[1] climateaction

Top Hashtags in Tweet in G6:
[2] auspol

Top Hashtags in Tweet in G8:
[1] auspol
[1] climatebreakdown
[1] sr15

Top Hashtags in Tweet in G10:
[1] klimaschutzgesetz

Top Words
Top Words in Tweet in Entire Graph:
[362] Words in Sentiment List#1: Positive
[877] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[19919] Non-categorized Words
[21158] Total Words
[456] climate
[317] emissions
[299] change
[289] reduction
[219] c

Top Words in Tweet in G1:
[178] limited
[178] warming
[178] 1
[178] 5
[178] c
[178] 2
[178] 7
[178] f
[178] possible
[178] within

Top Words in Tweet in G2:
[83] three
[83] emissions
[82] climate
[82] change
[82] real
[82] threat
[82] alberta's
[82] bright
[82] future
[82] plan

Top Words in Tweet in G3:
[123] time
[64] climate
[59] ecological
[59] collapse
[59] panic
[59] government
[59] inaction
[59] continues
[58] extinctionr
[24] emissions

Top Words in Tweet in G4:
[51] scam
[51] taxpayer
[51] money
[51] used
[51] prop
[51] up
[51] coal
[51] fired
[51] power
[51] stations

Top Words in Tweet in G5:
[46] emissions
[46] climate
[43] reduction
[41] change
[19] carbon
[12] companies
[11] greenhouse
[11] gas
[11] european
[10] 80

Top Words in Tweet in G6:
[40] unacceptable
[40] australia's
[40] emissions
[40] reduction
[40] targets
[40] woefully
[40] inadequate
[40] greenhouse
[40] gas
[40] pollution

Top Words in Tweet in G7:
[9] trishshirlaw
[9] kimcreynolds1
[9] danmcalgary
[9] swooprosenheim1
[9] bigoilerfan
[9] kristyc00
[9] kribbymortus
[9] jacquie_1959
[8] venomous_gramma
[8] lupdin

Top Words in Tweet in G8:
[16] climate
[15] child
[15] seem
[15] know
[15] unfccc
[15] cop
[15] meetings
[15] even
[15] though
[15] eu

Top Words in Tweet in G9:
[23] started
[23] broad
[23] decarbonization
[23] effort
[23] today
[23] gargantuan
[23] undertaking
[23] overhaul
[23] energy
[23] systems

Top Words in Tweet in G10:
[20] important
[20] step
[20] german
[20] environment
[20] ministry
[20] presents
[20] draft
[20] climate
[20] change
[20] act

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[292] climate,change
[191] 1,5
[186] 5,c
[185] limited,warming
[185] warming,1
[185] c,2
[185] 2,7
[185] 7,f
[185] f,possible
[185] possible,within

Top Word Pairs in Tweet in G1:
[178] limited,warming
[178] warming,1
[178] 1,5
[178] 5,c
[178] c,2
[178] 2,7
[178] 7,f
[178] f,possible
[178] possible,within
[178] within,laws

Top Word Pairs in Tweet in G2:
[82] climate,change
[82] change,real
[82] real,threat
[82] threat,alberta's
[82] alberta's,bright
[82] bright,future
[82] future,plan
[82] plan,working
[82] working,three
[82] three,years

Top Word Pairs in Tweet in G3:
[59] time,climate
[59] climate,ecological
[59] ecological,collapse
[59] collapse,time
[59] time,panic
[59] panic,government
[59] government,inaction
[59] inaction,continues
[58] extinctionr,time
[11] reducing,new

Top Word Pairs in Tweet in G4:
[51] scam,taxpayer
[51] taxpayer,money
[51] money,used
[51] used,prop
[51] prop,up
[51] up,coal
[51] coal,fired
[51] fired,power
[51] power,stations
[51] stations,fuel

Top Word Pairs in Tweet in G5:
[40] climate,change
[13] emissions,reduction
[11] greenhouse,gas
[10] gas,emissions
[10] european,companies
[8] carbon,emissions
[6] reduction,targets
[6] companies,target
[6] target,reducing
[6] reducing,greenhouse

Top Word Pairs in Tweet in G6:
[40] unacceptable,australia's
[40] australia's,emissions
[40] emissions,reduction
[40] reduction,targets
[40] targets,woefully
[40] woefully,inadequate
[40] inadequate,greenhouse
[40] greenhouse,gas
[40] gas,pollution
[38] climatecouncil,unacceptable

Top Word Pairs in Tweet in G7:
[9] trishshirlaw,kimcreynolds1
[9] kimcreynolds1,danmcalgary
[9] danmcalgary,swooprosenheim1
[9] swooprosenheim1,bigoilerfan
[9] bigoilerfan,kristyc00
[9] kristyc00,kribbymortus
[9] kribbymortus,jacquie_1959
[8] venomous_gramma,trishshirlaw
[8] jacquie_1959,lupdin

Top Word Pairs in Tweet in G8:
[15] child,seem
[15] seem,know
[15] know,unfccc
[15] unfccc,cop
[15] cop,meetings
[15] meetings,even
[15] even,though
[15] though,eu
[15] eu,wide
[15] wide,climate

Top Word Pairs in Tweet in G9:
[23] started,broad
[23] broad,decarbonization
[23] decarbonization,effort
[23] effort,today
[23] today,gargantuan
[23] gargantuan,undertaking
[23] undertaking,overhaul
[23] overhaul,energy
[23] energy,systems
[23] systems,building

Top Word Pairs in Tweet in G10:
[20] important,step
[20] step,german
[20] german,environment
[20] environment,ministry
[20] ministry,presents
[20] presents,draft
[20] draft,climate
[20] climate,change
[20] change,act
[20] act,aiming

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pauledawson
@rachelnotley
@extinctionr
@greensjeremy
@climatecouncil
@bulldoghill
@alexreitzenst
@clim8resistance
@lindsaypb
@xr_nyc

Top Mentioned in G1:
@pauledawson

Top Mentioned in G2:
@rachelnotley

Top Mentioned in G3:
@extinctionr
@xr_nyc
@sdgs4good
@pauledawson
@theresa_may

Top Mentioned in G4:
@greensjeremy
@pauledawson

Top Mentioned in G6:
@climatecouncil
@greensjeremy
@pauledawson

Top Mentioned in G7:
@kimcreynolds1
@danmcalgary
@swooprosenheim1
@bigoilerfan
@kristyc00
@kribbymortus
@jacquie_1959
@venomous_gramma
@trishshirlaw
@lupdin

Top Mentioned in G8:
@clim8resistance
@oliver_geden
@garthgodsman

Top Mentioned in G9:
@bulldoghill
@greensjeremy

Top Mentioned in G10:
@alexreitzenst

Top Tweeters
Top Tweeters in Entire Graph:
@geoffrey_payne
@john1966olsen
@angelakorras
@guardian
@bulldoghill
@magicdmw
@fehowarth
@shaktilila
@pinchandscrimp
@nytimes

Top Tweeters in G1:
@magicdmw
@pinchandscrimp
@mistaaimanvevo
@jj_angelus
@sannri
@noadanioz
@donahuejm
@peteraf1
@loretay
@deborahskyrim

Top Tweeters in G2:
@frazzling
@suepeac
@arlenehache
@janewordsmith
@mes200000
@patriciaannmcd2
@peoplearecraz
@67capt_canuck
@unionwill
@margaretormrod1

Top Tweeters in G3:
@shaktilila
@lizdolphinfluff
@bagaluesunab
@revoltin_morgan
@lisawborden
@glosgreen
@tisy47
@steveredwolf
@climatewed
@jonburkeuk

Top Tweeters in G4:
@angelakorras
@43a6f0ce5dac4ea
@josmirek
@beezageeza
@roseg
@chrisogilviesnr
@fridaygirl13
@donvoegt
@morpheusbeing
@bluegumpilliga

Top Tweeters in G5:
@plsde
@richardblaber
@timpoliti
@richardtol
@flashgordonv
@eligit
@foecardiff
@_rudamalpa_
@ep_thinktank
@boldsilver99

Top Tweeters in G6:
@nikt50
@mariamatthews5
@littlesparrow9
@gdgoz
@davidtomkins
@mercurial891
@petergalvin1_l
@the_russell
@rene_horton
@enviro_al

Top Tweeters in G7:
@john_jakester
@ljbeebe
@jacquie_1959
@smfehir
@trishshirlaw
@kristyc00
@frehoula
@lambert_pp
@qfd_bruce
@gmbutts

Top Tweeters in G8:
@garthgodsman
@barryjwoods
@timberati
@junkkmale
@rogerxmathew
@certoscio2
@jillianpincham
@xeccar
@can_climate_guy
@kathmorrow90

Top Tweeters in G9:
@bulldoghill
@ladykayaker
@dishgirl4
@twihusband
@rob11563
@sequencers
@tilleyfab
@kcmeadows1
@louisedavies26
@carolleisa

Top Tweeters in G10:
@huiasue
@helenclarknz
@richardblyth7
@arne_jj
@matsengstrom
@djaitwo
@giulio_mattioli
@david_joffe
@keithallott
@ashishfernandes


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