(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 2/10/2019 10:33:10 AM, 186038


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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 10, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2DAJUqD
@pauledawson
@liberalaus
@simonahac
@350australia
@rjber15
@new2018world
@asteiner
@earthmixx
@wgarnews
@lizdolphinfluff

Top hashtags:


Description:
Description
The graph represents a network of 1,601 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, 10 February 2019 at 09:28 UTC.

The requested start date was Sunday, 10 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, 18-hour, 49-minute period from Sunday, 27 January 2019 at 02:53 UTC to Saturday, 09 February 2019 at 21:42 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 : 1601
Unique Edges : 1964
Edges With Duplicates : 82
Total Edges : 2046
Number of Edge Types : 3
Mentions : 1898
Tweet : 96
Replies to : 52
Self-Loops : 96
Reciprocated Vertex Pair Ratio : 0.00261643118785976
Reciprocated Edge Ratio : 0.00521920668058455
Connected Components : 128
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 1200
Maximum Edges in a Connected Component : 1619
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.284248
Graph Density : 0.000747970018738289
Modularity : 0.785542
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.smh.com.au/politics/federal/astounded-former-fire-chief-unloads-on-politicians-over-climate-change-inaction-20190204-p50vl0.html
[4] https://stateimpact.npr.org/pennsylvania/2019/01/28/gov-wolf-just-set-a-lofty-climate-goal-what-will-it-take-to-get-there/
[3] https://www.theguardian.com/environment/2019/jan/31/european-colonization-of-americas-helped-cause-climate-change?CMP=share_btn_tw
[3] http://cdn.liberal.org.au/Our-Plan_A-Stronger-Economy_A-Secure-Future.pdf
[3] 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
[2] https://judithcurry.com/2019/02/06/hearing-climate-change-the-impacts-and-the-need-to-act/
[2] https://www.aljazeera.com/news/2019/02/emissions-threaten-melt-thirds-himalayan-glaciers-190205034855809.html
[2] https://www.smh.com.au/politics/federal/astounded-former-fire-chief-unloads-on-politicians-over-climate-change-inaction-20190204-p50vl0.html?csp=7f6511ea172d39b15dc4568b91c057cf
[2] https://insideclimatenews.org/news/28012019/eia-annual-energy-outlook-coal-renewable-wind-utility-analyst-projections-impact
[2] https://powur.com/mark.bock/news/eia-clean-energy-grows-climate-action-becomes-more-urgent/twitter

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
[1] https://nowthisnews.com/videos/future/the-world-is-running-out-of-time-to-fight-climate-change-warns-the-un?utm_content=The%20World%20Is%20Running%20Out%20of%20Time%20to%20Fight%20Climate%20Change%2C%20Warns%20the%20UN&utm_source=twitter&utm_medium=social-media

Top URLs in Tweet in G2:
[1] http://cdn.liberal.org.au/Our-Plan_A-Stronger-Economy_A-Secure-Future.pdf

Top URLs in Tweet in G4:
[1] https://medium.com/@UNDP/talking-about-climate-change-walking-the-line-between-hope-and-despair-6605cf757ba5
[1] http://bit.ly/2S0BeE1

Top URLs in Tweet in G5:
[1] http://m.spiegel.de/international/business/climate-change-paradox-wind-turbines-in-europe-do-nothing-for-emissions-reduction-goals-a-606763.html
[1] https://www.canada.ca/en/environment-climate-change/services/climate-change/pricing-pollution-how-it-will-work/ontario.html
[1] https://www.fin.gc.ca/n18/data/18-097_1-eng.asp

Top URLs in Tweet in G6:
[3] https://www.smh.com.au/politics/federal/astounded-former-fire-chief-unloads-on-politicians-over-climate-change-inaction-20190204-p50vl0.html
[2] https://www.theguardian.com/environment/2019/jan/31/european-colonization-of-americas-helped-cause-climate-change?CMP=share_btn_tw
[2] https://thehill.com/policy/energy-environment/overnights/428113-overnight-energy-trump-epa-waste-reduction-numbers-are
[2] https://powur.com/mark.bock/news/eia-clean-energy-grows-climate-action-becomes-more-urgent/twitter
[2] https://insideclimatenews.org/news/28012019/eia-annual-energy-outlook-coal-renewable-wind-utility-analyst-projections-impact
[2] https://judithcurry.com/2019/02/06/hearing-climate-change-the-impacts-and-the-need-to-act/
[1] 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
[1] https://mashable.com/article/carbon-emissions-peak-climate-change/?europe=true
[1] https://climatepolicyinitiative.org/2015/05/01/californias-new-2030-climate-target-aims-to-quicken-the-pace-of-lowering-emissions/
[1] https://www.zerocarbonproject.com/

Top URLs in Tweet in G7:
[2] https://www.smh.com.au/politics/federal/astounded-former-fire-chief-unloads-on-politicians-over-climate-change-inaction-20190204-p50vl0.html

Top URLs in Tweet in G8:
[1] https://www.smh.com.au/politics/federal/astounded-former-fire-chief-unloads-on-politicians-over-climate-change-inaction-20190204-p50vl0.html?csp=7f6511ea172d39b15dc4568b91c057cf
[1] https://www.theguardian.com/environment/2019/feb/05/tasmania-is-burning-the-climate-disaster-future-has-arrived-while-those-in-power-laugh-at-us
[1] http://www.un.org/es/sections/issues-depth/climate-change/index.html
[1] https://twitter.com/mitecogob/status/1089782381135962112

Top URLs in Tweet in G9:
[1] https://www.utilitydive.com/news/michigan-gov-cites-extreme-weather-consumers-gas-shortage-in-signing-clean/547654/
[1] http://climate.irena.org/
[1] https://www.smh.com.au/politics/federal/astounded-former-fire-chief-unloads-on-politicians-over-climate-change-inaction-20190204-p50vl0.html?csp=7f6511ea172d39b15dc4568b91c057cf

Top URLs in Tweet in G10:
[2] https://www.bostonglobe.com/opinion/editorials/2018/12/31/combat-climate-change-massachusetts-needs-break-these-habits-and-soon/mLFYbTroF7EEHjKRRAoZhJ/story.html

Top Domains
Top Domains in Tweet in Entire Graph:
[20] twitter.com
[17] com.au
[8] theguardian.com
[4] npr.org
[4] nowthisnews.com
[3] reuters.com
[3] co.uk
[3] bostonglobe.com
[3] org.au
[2] judithcurry.com

Top Domains in Tweet in G1:
[3] nowthisnews.com

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

Top Domains in Tweet in G4:
[1] medium.com
[1] bit.ly

Top Domains in Tweet in G5:
[1] spiegel.de
[1] canada.ca
[1] gc.ca

Top Domains in Tweet in G6:
[11] twitter.com
[4] theguardian.com
[4] com.au
[2] dlvr.it
[2] thehill.com
[2] powur.com
[2] insideclimatenews.org
[2] judithcurry.com
[1] nowthisnews.com
[1] mashable.com

Top Domains in Tweet in G7:
[2] com.au

Top Domains in Tweet in G8:
[1] com.au
[1] theguardian.com
[1] un.org
[1] twitter.com

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

Top Domains in Tweet in G10:
[2] bostonglobe.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[76] climateaction
[71] climatechange
[57] bushfires
[18] greennewdeal
[14] waleg
[10] actonclimate
[6] auspol
[4] emissions
[4] energy
[3] cleanpowerpa



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

Top Hashtags in Tweet in G2:
[1] auspol

Top Hashtags in Tweet in G3:
[1] thursdaymotivation
[1] teampelosi
[1] climateaction

Top Hashtags in Tweet in G4:
[73] climateaction
[2] climatechange

Top Hashtags in Tweet in G5:
[1] ottawacentre
[1] buildingcanada
[1] buildingottawacentre

Top Hashtags in Tweet in G6:
[3] climatechange
[2] actonclimate
[2] co2
[2] emissions
[2] climateaction
[2] cleanenergy
[2] auspol
[2] greennewdeal
[1] fossilfuel
[1] metrics

Top Hashtags in Tweet in G7:
[56] climatechange
[54] bushfires
[2] emissions
[1] government

Top Hashtags in Tweet in G8:
[1] climatechange
[1] bushfires

Top Hashtags in Tweet in G9:
[2] renewables
[1] energytransition

Top Words
Top Words in Tweet in Entire Graph:
[1083] Words in Sentiment List#1: Positive
[848] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[33814] Non-categorized Words
[35745] Total Words
[641] climate
[635] modern
[521] 1
[518] 2
[502] warming

Top Words in Tweet in G1:
[478] limited
[478] warming
[478] 1
[478] 5
[478] c
[478] 2
[478] 7
[478] f
[478] possible
[478] within

Top Words in Tweet in G2:
[612] modern
[307] australia
[307] word
[307] 0
[307] climate
[306] liberalaus
[306] released
[306] liberal
[306] plan
[306] occurrences

Top Words in Tweet in G3:
[81] speaker
[81] pelosi
[81] outlines
[81] house
[81] agenda
[81] hr1
[81] voter
[81] rights
[81] dark
[81] money

Top Words in Tweet in G4:
[75] undp
[73] s
[73] largest
[73] implementer
[73] climateaction
[73] main
[73] advisor
[73] many
[73] govts
[73] emissions

Top Words in Tweet in G5:
[57] cathmckenna
[56] climate
[56] change
[53] green
[53] economy
[52] supporting
[52] infrastructure
[52] projects
[52] fight
[52] grow

Top Words in Tweet in G6:
[61] reduction
[61] emissions
[55] climate
[44] change
[22] co2
[20] energy
[14] s
[12] carbon
[10] more
[9] 2

Top Words in Tweet in G7:
[56] firefighter
[56] greg
[56] mullins
[56] climatechange
[56] contributing
[56] bushfires
[56] horrendous
[56] homes
[54] australian
[53] 350australia

Top Words in Tweet in G8:
[3] antonioguterres
[3] climate
[3] change
[3] reduction
[2] firefighter
[2] contributing
[2] bushfires
[2] horrendous
[2] homes
[2] emissions

Top Words in Tweet in G9:
[41] climate
[25] former
[25] nsw
[25] fire
[25] chief
[25] greg
[25] mullins
[25] change
[25] contributing
[25] bushfires

Top Words in Tweet in G10:
[45] anti
[24] reduction
[22] nukers
[22] emissions
[22] vaxxers
[22] reducing
[22] preventable
[22] infectious
[22] disease
[22] both

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[496] limited,warming
[496] warming,1
[496] 1,5
[496] 5,c
[496] c,2
[496] 2,7
[496] 7,f
[496] f,possible
[496] possible,within
[496] within,laws

Top Word Pairs in Tweet in G1:
[478] limited,warming
[478] warming,1
[478] 1,5
[478] 5,c
[478] c,2
[478] 2,7
[478] 7,f
[478] f,possible
[478] possible,within
[478] within,laws

Top Word Pairs in Tweet in G2:
[306] liberalaus,released
[306] released,modern
[306] modern,liberal
[306] liberal,plan
[306] plan,modern
[306] modern,australia
[306] australia,occurrences
[306] occurrences,word
[306] environment,0
[305] simonahac,liberalaus

Top Word Pairs in Tweet in G3:
[81] speaker,pelosi
[81] pelosi,outlines
[81] outlines,house
[81] house,agenda
[81] agenda,hr1
[81] hr1,voter
[81] voter,rights
[81] rights,dark
[81] dark,money
[81] money,hr8

Top Word Pairs in Tweet in G4:
[73] s,largest
[73] largest,implementer
[73] implementer,climateaction
[73] climateaction,main
[73] main,advisor
[73] advisor,many
[73] many,govts
[73] govts,emissions
[73] emissions,reduction
[72] asteiner,undp

Top Word Pairs in Tweet in G5:
[55] climate,change
[52] supporting,green
[52] green,infrastructure
[52] infrastructure,projects
[52] projects,fight
[52] fight,climate
[52] change,grow
[52] grow,greener
[52] greener,economy
[52] economy,lrt

Top Word Pairs in Tweet in G6:
[43] climate,change
[20] co2,emissions
[19] emissions,reduction
[8] reduction,co2
[6] carbon,emissions
[5] change,contributing
[5] contributing,bushfires
[5] bushfires,horrendous
[5] horrendous,homes
[5] homes,lives

Top Word Pairs in Tweet in G7:
[56] firefighter,greg
[56] greg,mullins
[56] mullins,climatechange
[56] climatechange,contributing
[56] contributing,bushfires
[56] bushfires,horrendous
[56] horrendous,homes
[54] australian,firefighter
[53] 350australia,australian
[53] homes,livesâ

Top Word Pairs in Tweet in G8:
[3] climate,change
[2] bushfires,horrendous
[2] horrendous,homes
[2] emissions,reduction

Top Word Pairs in Tweet in G9:
[25] former,nsw
[25] nsw,fire
[25] fire,chief
[25] chief,greg
[25] greg,mullins
[25] mullins,climate
[25] climate,change
[25] change,contributing
[25] contributing,bushfires
[25] bushfires,horrendous

Top Word Pairs in Tweet in G10:
[22] anti,nukers
[22] nukers,emissions
[22] emissions,reduction
[22] reduction,anti
[22] anti,vaxxers
[22] vaxxers,reducing
[22] reducing,preventable
[22] preventable,infectious
[22] infectious,disease
[22] disease,both

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pauledawson
@liberalaus
@simonahac
@new2018world
@asteiner
@cathmckenna
@350australia
@sustainable2050
@oz_mark
@fmprng

Top Mentioned in G1:
@pauledawson
@nowthisnews

Top Mentioned in G2:
@liberalaus
@simonahac
@pauledawson

Top Mentioned in G3:
@new2018world
@pauledawson
@asteiner

Top Mentioned in G4:
@asteiner
@pauledawson
@rosenthalmila
@scheuerjo
@un
@undp

Top Mentioned in G5:
@cathmckenna
@ottawacity
@dalebeugin
@terrycormiergp
@fp_champagne
@karenmccrimmon
@andrewlesliemp
@monafortier
@willaamos
@gregfergus

Top Mentioned in G7:
@350australia
@pauledawson
@simonahac
@liberalaus
@c_smart_climate

Top Mentioned in G8:
@antonioguterres
@100isnow
@chrisevans
@chrishemsworth
@annastaciamp
@stopadani
@aycc
@shoebridgemlc
@algore
@climatecouncil

Top Mentioned in G9:
@sustainable2050
@carbonbubble
@irena
@simonahac
@liberalaus
@pauledawson

Top Mentioned in G10:
@oz_mark
@bostonglobe
@nei

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@lennaleprena
@geoffrey_payne
@nilimajumder
@rjber15
@insdatainter
@bannerite
@reneeandsharon
@minhkular
@hollowmanseries

Top Tweeters in G1:
@lennaleprena
@reneeandsharon
@hollowmanseries
@homegypsy
@magicdmw
@shaktilila
@greegreece
@joshollegien
@dwatchnews
@gemorace

Top Tweeters in G2:
@geoffrey_payne
@minhkular
@cunningham_cch
@richardtuffin
@darylgibson
@justanotweet
@john_hanna
@wgarnews
@cscviews
@nikt50

Top Tweeters in G3:
@rjber15
@bannerite
@betzmyboyblue11
@mauraleelang
@armsivilli
@wandainparis
@peri_gisele
@majormassspec
@mnettiepalmer
@frankie1654

Top Tweeters in G4:
@nilimajumder
@laura78703
@bagaluesunab
@dragonslynn1981
@saleemulhuq
@enigmaric
@un
@mnarbs
@slmorris555
@undp

Top Tweeters in G5:
@insdatainter
@johangreg
@ksp_libs
@muskokamoneybag
@somecanuckchick
@smittycanada1
@dehler45
@toronto_nian
@jimwatsonottawa
@liberaljoc

Top Tweeters in G6:
@hurshal
@franciswashere
@farrightgirl
@texaseconews
@fidelarsenal
@twitaction
@battlebornprog
@potusnetwork
@nick_cayman
@sofiepelsmakers

Top Tweeters in G7:
@tinyboo49
@noadanioz
@hyper67
@kirrinabarry
@michaelpurvis64
@toninicho
@twowisegals
@morpheusbeing
@kemptont
@oceanly

Top Tweeters in G8:
@un_en
@350
@markruffalo
@lockthegate
@unfccc
@narendramodi
@unesco
@getup
@nicolasturgeon
@shoebridgemlc

Top Tweeters in G9:
@ashghebranious
@tkysk8r
@wersula
@jo_barnes
@jillwrite
@sustainable2050
@jp_dutch
@jmialcon
@gdrnorminton
@ernestma

Top Tweeters in G10:
@bostonglobe
@msr_future
@chrispydog
@henryk_b_
@nuklearia
@nei
@denisjelec
@adamvanheusen
@energyjvd
@jckerrigan_la