(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 2/17/2019 12:01:22 PM, 187008


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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 17, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2DLfh1D
@350australia
@pauledawson
@sonyamckay13
@350
@new2018world
@rjber15
@noahsarkcrew
@noadanioz
@justintrudeau
@cathmckenna

Top hashtags:


Description:
Description
The graph represents a network of 1,018 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, 17 February 2019 at 10:13 UTC.

The requested start date was Sunday, 17 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, 23-hour, 3-minute period from Sunday, 03 February 2019 at 01:03 UTC to Sunday, 17 February 2019 at 00:06 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 : 1018
Unique Edges : 1047
Edges With Duplicates : 11
Total Edges : 1058
Number of Edge Types : 3
Mentions : 900
Replies to : 71
Tweet : 87
Self-Loops : 87
Reciprocated Vertex Pair Ratio : 0.0031023784901758
Reciprocated Edge Ratio : 0.00618556701030928
Connected Components : 140
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 472
Maximum Edges in a Connected Component : 508
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.228371
Graph Density : 0.000936921064883233
Modularity : 0.896581
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://www.smh.com.au/politics/federal/astounded-former-fire-chief-unloads-on-politicians-over-climate-change-inaction-20190204-p50vl0.html
[7] https://www.theguardian.com/environment/2019/feb/15/emissions-reduction-fund-could-be-used-to-upgrade-40-year-old-coal-fired-power-plant
[4] https://stateimpact.npr.org/pennsylvania/2019/01/28/gov-wolf-just-set-a-lofty-climate-goal-what-will-it-take-to-get-there/
[2] http://www.aei.org/publication/what-nation-on-earth-has-reduced-its-carbon-emissions-more-than-any-other-part-ii/
[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://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://www.bostonglobe.com/opinion/editorials/2018/12/31/combat-climate-change-massachusetts-needs-break-these-habits-and-soon/mLFYbTroF7EEHjKRRAoZhJ/story.html
[1] https://www.nytimes.com/2019/02/16/opinion/sunday/fear-panic-climate-change-warming.html

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 G4:
[1] http://m.spiegel.de/international/business/climate-change-paradox-wind-turbines-in-europe-do-nothing-for-emissions-reduction-goals-a-606763.html

Top URLs in Tweet in G5:
[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 G6:
[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 G7:
[2] https://www.smh.com.au/politics/federal/astounded-former-fire-chief-unloads-on-politicians-over-climate-change-inaction-20190204-p50vl0.html
[2] https://judithcurry.com/2019/02/06/hearing-climate-change-the-impacts-and-the-need-to-act/
[2] https://www.theguardian.com/environment/2019/feb/15/emissions-reduction-fund-could-be-used-to-upgrade-40-year-old-coal-fired-power-plant
[1] https://insideclimatenews.org/news/28012019/eia-annual-energy-outlook-coal-renewable-wind-utility-analyst-projections-impact
[1] https://www.connect4climate.org/event/5th-international-symposium-sustainability-how-engage-society-and-deploy-decarbonization?CID=CCG_TT_climatechange_EN_EXT
[1] https://web.facebook.com/notes/comaco-community-markets-for-conservation/community-forestry-and-carbon-emissions-buybacks-in-zambia/2039015022861614/
[1] https://twitter.com/smh/status/1092533642528731137
[1] https://www.theguardian.com/environment/2019/feb/02/the-devastation-of-human-life-is-in-view-what-a-burning-world-tells-us-about-climate-change-global-warming
[1] http://update-browser.fairfaxmedia.com.au/ct/index.html
[1] https://www.minnpost.com/community-voices/2019/02/as-greenhouse-emissions-from-power-plants-decline-a-new-focus-on-vehicles/?link_id=19&can_id=f8d626549a83a42161460a1750e301d6&source=email-in-the-know-february-5&email_referrer=email_488951&email_subject=in-the-know-february-5

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

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] 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:
[1] http://www.aei.org/publication/chart-of-the-day-in-2017-us-had-largest-decline-in-co2-emissions-in-the-world-for-9th-time-this-century/
[1] https://www.economist.com/democracy-in-america/2019/02/11/the-problem-with-the-green-new-deal

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] climatechange
[58] bushfires
[19] greennewdeal
[10] climateaction
[7] emissions
[7] coal
[6] auspol
[5] actonclimate
[5] energy
[3] cleanpowerpa



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

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

Top Hashtags in Tweet in G4:
[1] ottawacentre
[1] buildingcanada
[1] buildingottawacentre

Top Hashtags in Tweet in G5:
[58] climatechange
[56] bushfires
[2] emissions
[1] government

Top Hashtags in Tweet in G6:
[1] climatechange
[1] bushfires

Top Hashtags in Tweet in G7:
[3] climatechange
[3] auspol
[3] emissions
[2] cleanenergy
[2] greennewdeal
[1] qanon
[1] renewableenergy
[1] 5symposium
[1] climatehow
[1] comacoworks

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

Top Hashtags in Tweet in G10:
[15] greennewdeal
[1] health
[1] rights

Top Words
Top Words in Tweet in Entire Graph:
[490] Words in Sentiment List#1: Positive
[712] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[20512] Non-categorized Words
[21714] Total Words
[509] climate
[370] change
[267] emissions
[225] reduction
[152] 2

Top Words in Tweet in G1:
[129] limited
[129] warming
[129] 1
[129] 5
[129] c
[129] 2
[129] 7
[129] f
[129] possible
[129] within

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

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:
[56] change
[55] cathmckenna
[55] green
[55] climate
[55] economy
[54] supporting
[54] infrastructure
[54] projects
[54] fight
[54] grow

Top Words in Tweet in G5:
[58] firefighter
[58] greg
[58] mullins
[58] climatechange
[58] contributing
[58] bushfires
[58] horrendous
[58] homes
[56] australian
[55] 350australia

Top Words in Tweet in G6:
[54] scam
[54] taxpayer
[54] money
[54] used
[54] prop
[54] up
[54] coal
[54] fired
[54] power
[54] stations

Top Words in Tweet in G7:
[50] emissions
[49] reduction
[47] climate
[41] change
[20] co2
[15] energy
[15] carbon
[10] more
[9] coal
[8] goals

Top Words in Tweet in G8:
[2] firefighter
[2] contributing
[2] bushfires
[2] horrendous
[2] homes

Top Words in Tweet in G9:
[39] 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:
[25] climate
[24] change
[23] aoc
[16] today
[16] proposal
[15] released
[15] greennewdeal
[15] resolution
[15] rapidly
[15] combat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[364] climate,change
[134] 1,5
[134] 5,c
[133] limited,warming
[133] warming,1
[133] c,2
[133] 2,7
[133] 7,f
[133] f,possible
[133] possible,within

Top Word Pairs in Tweet in G1:
[129] limited,warming
[129] warming,1
[129] 1,5
[129] 5,c
[129] c,2
[129] 2,7
[129] 7,f
[129] f,possible
[129] possible,within
[129] within,laws

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

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:
[55] climate,change
[54] supporting,green
[54] green,infrastructure
[54] infrastructure,projects
[54] projects,fight
[54] fight,climate
[54] change,grow
[54] grow,greener
[54] greener,economy
[54] economy,lrt

Top Word Pairs in Tweet in G5:
[58] firefighter,greg
[58] greg,mullins
[58] mullins,climatechange
[58] climatechange,contributing
[58] contributing,bushfires
[58] bushfires,horrendous
[58] horrendous,homes
[56] australian,firefighter
[55] 350australia,australian
[54] homes,livesâ

Top Word Pairs in Tweet in G6:
[54] scam,taxpayer
[54] taxpayer,money
[54] money,used
[54] used,prop
[54] prop,up
[54] up,coal
[54] coal,fired
[54] fired,power
[54] power,stations
[54] stations,fuel

Top Word Pairs in Tweet in G7:
[40] climate,change
[19] emissions,reduction
[16] co2,emissions
[5] reduction,co2
[5] change,energy
[5] carbon,emissions
[4] change,contributing
[4] contributing,bushfires
[4] bushfires,horrendous
[4] horrendous,homes

Top Word Pairs in Tweet in G8:
[2] bushfires,horrendous
[2] horrendous,homes

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:
[23] climate,change
[15] today,aoc
[15] aoc,released
[15] released,greennewdeal
[15] greennewdeal,resolution
[15] resolution,proposal
[15] proposal,rapidly
[15] rapidly,combat
[15] combat,climate
[15] change,framework

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pauledawson
@new2018world
@rachelnotley
@350australia
@cathmckenna
@greensjeremy
@sustainable2050
@aoc
@zephyr_sk
@alexandraphelan

Top Mentioned in G1:
@pauledawson

Top Mentioned in G2:
@rachelnotley
@drzubcic
@wbrettwilson
@robertwakulat

Top Mentioned in G3:
@new2018world
@pauledawson

Top Mentioned in G4:
@cathmckenna
@ottawacity
@terrycormiergp
@fp_champagne
@karenmccrimmon
@andrewlesliemp
@monafortier
@willaamos
@gregfergus
@anitavandenbeld

Top Mentioned in G5:
@350australia
@pauledawson
@drharro
@bencubby
@c_smart_climate

Top Mentioned in G6:
@greensjeremy
@350australia

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

Top Mentioned in G9:
@sustainable2050
@carbonbubble

Top Mentioned in G10:
@aoc
@alexandraphelan
@realderekutley
@senmarkey
@barackobama
@benshapiro

Top Tweeters
Top Tweeters in Entire Graph:
@lennaleprena
@geoffrey_payne
@rjber15
@insdatainter
@bannerite
@john1966olsen
@angelakorras
@hollowmanseries
@johangreg
@fehowarth

Top Tweeters in G1:
@lennaleprena
@hollowmanseries
@greegreece
@laura78703
@ineeshadvs
@nightshade10
@joshdacat
@allentien
@pippaprice3
@ganjasmokercb

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

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

Top Tweeters in G4:
@insdatainter
@johangreg
@ksp_libs
@muskokamoneybag
@somecanuckchick
@smittycanada1
@dehler45
@toronto_nian
@jimwatsonottawa
@nomenchanx

Top Tweeters in G5:
@tinyboo49
@greubelinux
@noadanioz
@hyper67
@kirrinabarry
@michaelpurvis64
@bencubby
@toninicho
@twowisegals
@kemptont

Top Tweeters in G6:
@angelakorras
@43a6f0ce5dac4ea
@josmirek
@beezageeza
@roseg
@mariamatthews5
@chrisogilviesnr
@fridaygirl13
@donvoegt
@morpheusbeing

Top Tweeters in G7:
@franciswashere
@farrightgirl
@timpoliti
@twitaction
@eligit
@foecardiff
@battlebornprog
@patrickdeburgh
@sofiepelsmakers
@notaprovidermd

Top Tweeters in G8:
@350
@markruffalo
@lockthegate
@narendramodi
@getup
@unesco
@nicolasturgeon
@shoebridgemlc
@climatecouncil
@abarrmla

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

Top Tweeters in G10:
@drrimmer
@benshapiro
@chrislhayes
@redrabbleroz
@leobeletsky
@mewhunter67
@barackobama
@alexandraphelan
@senmarkey
@jstein_wapo


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