(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 9/4/2019 10:45:59 PM, 208776


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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:
September 04, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2A2Lbp3
@mit
@undrr
@antonioguterres
@natahel_00
@_thatutsavojha
@tristanedis
@dpradhanbjp
@total
@cathmckenna
@saskpower

Top hashtags:


Description:
Description
The graph represents a network of 440 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 Wednesday, 04 September 2019 at 11:14 UTC.

The requested start date was Sunday, 01 September 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 12-day, 20-hour, 32-minute period from Sunday, 18 August 2019 at 01:55 UTC to Friday, 30 August 2019 at 22:27 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 : 440
Unique Edges : 458
Edges With Duplicates : 11
Total Edges : 469
Number of Edge Types : 3
Replies to : 47
Mentions : 358
Tweet : 64
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.0025
Reciprocated Edge Ratio : 0.00498753117206983
Connected Components : 120
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 69
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.726685
Graph Density : 0.00207599917167115
Modularity : 0.872827
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://www.un.org/sg/en/content/sg/speeches/2019-08-29/remarks-ticad-vii-session-climate-change-and-disaster-risk-reduction
[2] Cities
[2] Dive
[2] https://www.instituteforenergyresearch.org/climate-change/u-s-greenhouse-gas-emissions-decline-while-oil-and-gas-production-increases/
[2] https://www.businessinsider.com/red-meat-could-be-taxed-to-help-curb-climate-change-2019-8
[1] https://www.canada.ca/en/environment-climate-change/services/environmental-indicators/progress-towards-canada-greenhouse-gas-emissions-reduction-target.html
[1] https://www.earth.columbia.edu/articles/view/55
[1] https://insideclimatenews.org/news/30082019/clean-energy-plan-north-carolina-governor-cooper-climate-change-hurricanes-duke-gop
[1] https://twitter.com/EWGPrez/status/1167466804278546433
[1] https://jrnl.ie:443/4770399t

Top URLs in Tweet in G1:
[1] https://www.forbes.com/sites/scottsnowden/2019/08/21/hotter-temperatures-could-reduce-efficiency-of-solar-power/#26dd8392310f

Top URLs in Tweet in G2:
[1] https://dy.si/sCKG8
[1] https://gulfnews.com/opinion/op-eds/climate-change-is-sapping-nutrients-from-food-1.65740568
[1] https://www.independent.co.uk/news/business/news/climate-change-carbon-reduction-uk-companies-energy-global-warming-a8666906.html
[1] https://twitter.com/keithbaldrey/status/1163675420165697536
[1] https://twitter.com/StevePersonally/status/1163720780930330625
[1] https://homescape.solar/role-of-solar-energy-in-fighting-climate-change/?utm_source=twitter&utm_medium=social&utm_campaign=climagechange-blogsharing-22-aug-2019&utm_content=climagechange-blogsharing-22-aug-2019
[1] https://www.nbcnews.com/mach/science/without-swift-action-climate-change-heat-waves-could-kill-thousands-ncna1017376
[1] https://es.catapult.org.uk/case-studies/local-area-energy-planning-supporting-clean-growth-and-the-decarbonisation-of-heat/
[1] https://video.foxnews.com/v/6076370364001/
[1] https://www.mla.com.au/globalassets/mla-corporate/research-and-development/documents/funding-oportunities/annual-call-funded-proposals-pdf-18-19.pdf

Top URLs in Tweet in G3:
[1] https://www.un.org/sg/en/content/sg/speeches/2019-08-29/remarks-ticad-vii-session-climate-change-and-disaster-risk-reduction

Top URLs in Tweet in G4:
[1] http://po.st/scms/OrMCe04Lcp0lOFmbYsJdTG706y_OS3Lb_I-za04Lcg/OtYbNX

Top URLs in Tweet in G6:
[1] https://twitter.com/MattLRose/status/1166127117437825024

Top URLs in Tweet in G7:
[1] https://twitter.com/awryaditi/status/1166375308649537536

Top URLs in Tweet in G8:
[1] https://twitter.com/globalsaskatoon/status/1163589199460782081

Top URLs in Tweet in G9:
[1] https://www.nei.org/news/2019/states-clean-energy-standards-help-climate-nuclear

Top URLs in Tweet in G10:
[1] https://www.canada.ca/en/environment-climate-change/services/environmental-indicators/progress-towards-canada-greenhouse-gas-emissions-reduction-target.html
[1] https://www.therecord.com/news-story/9359217-green-party-unveils-20-point-climate-change-plan/
[1] https://www.sciencealert.com/nuclear-energy-must-be-part-of-the-climate-change-solution-mit-study-suggests

Top Domains
Top Domains in Tweet in Entire Graph:
[10] twitter.com
[3] co.uk
[3] linkedin.com
[3] com.au
[2] un.org
[2] instituteforenergyresearch.org
[2] theguardian.com
[2] nbcnews.com
[2] businessinsider.com
[1] canada.ca

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

Top Domains in Tweet in G2:
[4] twitter.com
[2] co.uk
[1] dy.si
[1] gulfnews.com
[1] homescape.solar
[1] nbcnews.com
[1] org.uk
[1] foxnews.com
[1] com.au
[1] minneapolismn.gov

Top Domains in Tweet in G3:
[1] un.org

Top Domains in Tweet in G4:
[1] po.st

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

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

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

Top Domains in Tweet in G9:
[1] nei.org

Top Domains in Tweet in G10:
[1] canada.ca
[1] therecord.com
[1] sciencealert.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17] lng
[5] climatechange
[4] ndp
[3] climate
[3] auspol
[2] clearandpresentdanger
[2] down20by2020
[2] climateactionnow
[2] nutrients
[1] visionary



Top Hashtags in Tweet in G2:
[1] wind
[1] climate
[1] sciencebasedtargets
[1] energyconsumption
[1] solarenergy
[1] homescapesolar
[1] blog
[1] information
[1] winesa
[1] southaustralia

Top Hashtags in Tweet in G3:
[1] resilienceforall

Top Hashtags in Tweet in G4:
[17] lng

Top Hashtags in Tweet in G5:
[1] stopclimatechange

Top Hashtags in Tweet in G8:
[1] windenergy

Top Hashtags in Tweet in G9:
[1] nuclear

Top Hashtags in Tweet in G10:
[1] co2isnotpollution

Top Words
Top Words in Tweet in Entire Graph:
[367] Words in Sentiment List#1: Positive
[138] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[9191] Non-categorized Words
[9696] Total Words
[277] climate
[242] change
[203] reduction
[132] energy
[114] emissions

Top Words in Tweet in G1:
[50] new
[50] study
[50] researchers
[50] finds
[50] temperature
[50] increases
[50] caused
[50] climate
[50] change
[50] lead

Top Words in Tweet in G2:
[38] reduction
[32] climate
[31] change
[24] emissions
[15] energy
[12] carbon
[5] gas
[5] without
[5] more
[5] against

Top Words in Tweet in G3:
[35] making
[35] infrastructure
[35] climate
[35] resilient
[35] benefit
[35] cost
[35] ratio
[35] 4
[35] 1
[35] antonioguterres

Top Words in Tweet in G4:
[18] support
[18] india
[17] dpradhanbjp
[17] re
[17] proud
[17] development
[17] s
[17] energy
[17] mix
[17] global

Top Words in Tweet in G5:
[32] change
[16] climate
[16] need
[16] less
[15] order
[15] stop
[15] lifestyles
[15] try
[15] consume
[15] plastic

Top Words in Tweet in G6:
[14] climate
[14] change
[13] australia's
[13] policy
[12] under
[12] jennifer
[12] westacott
[12] business
[12] council
[12] approach

Top Words in Tweet in G7:
[13] according
[13] note
[13] actions
[13] foreseen
[13] united
[13] nations
[13] framework
[13] convention
[13] climate
[13] change

Top Words in Tweet in G8:
[11] climate
[11] 50
[10] sk's
[10] plan
[10] includes
[10] saskpower
[10] supply
[10] renewables
[10] 2030
[10] 40

Top Words in Tweet in G9:
[8] washington
[8] gov
[8] jayinslee
[8] committing
[8] 100
[8] clean
[8] energy
[8] state
[8] 2045
[8] technology

Top Words in Tweet in G10:
[6] cathmckenna
[4] t
[4] climate
[4] reduction
[3] don
[3] emissions
[3] change
[2] double
[2] target
[2] brazil

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[213] climate,change
[51] new,study
[51] reduction,energy
[50] study,researchers
[50] researchers,finds
[50] finds,temperature
[50] temperature,increases
[50] increases,caused
[50] caused,climate
[50] change,lead

Top Word Pairs in Tweet in G1:
[50] new,study
[50] study,researchers
[50] researchers,finds
[50] finds,temperature
[50] temperature,increases
[50] increases,caused
[50] caused,climate
[50] climate,change
[50] change,lead
[50] lead,reduction

Top Word Pairs in Tweet in G2:
[29] climate,change
[9] emissions,reduction
[4] emission,reduction
[3] reduction,carbon
[3] carbon,emissions
[3] carbon,reduction
[3] without,swift
[3] swift,action
[3] action,climate
[3] change,heat

Top Word Pairs in Tweet in G3:
[35] making,infrastructure
[35] infrastructure,climate
[35] climate,resilient
[35] resilient,benefit
[35] benefit,cost
[35] cost,ratio
[35] ratio,4
[35] 4,1
[35] 1,antonioguterres
[35] antonioguterres,urges

Top Word Pairs in Tweet in G4:
[17] dpradhanbjp,re
[17] re,proud
[17] proud,support
[17] support,development
[17] development,india
[17] india,s
[17] s,energy
[17] energy,mix
[17] mix,global
[17] global,leader

Top Word Pairs in Tweet in G5:
[16] climate,change
[16] change,need
[16] need,change
[15] order,stop
[15] stop,climate
[15] change,lifestyles
[15] lifestyles,try
[15] try,consume
[15] consume,less
[15] less,plastic

Top Word Pairs in Tweet in G6:
[14] climate,change
[12] under,jennifer
[12] jennifer,westacott
[12] westacott,business
[12] business,council
[12] council,australia's
[12] australia's,approach
[12] approach,climate
[12] change,policy
[12] policy,appalling

Top Word Pairs in Tweet in G7:
[13] according,note
[13] note,actions
[13] actions,foreseen
[13] foreseen,united
[13] united,nations
[13] nations,framework
[13] framework,convention
[13] convention,climate
[13] climate,change
[12] _thatutsavojha,according

Top Word Pairs in Tweet in G8:
[10] sk's,climate
[10] climate,plan
[10] plan,includes
[10] includes,50
[10] 50,saskpower
[10] saskpower,supply
[10] supply,renewables
[10] renewables,2030
[10] 2030,40
[10] 40,reduction

Top Word Pairs in Tweet in G9:
[8] washington,gov
[8] gov,jayinslee
[8] jayinslee,committing
[8] committing,100
[8] 100,clean
[8] clean,energy
[8] energy,state
[8] state,2045
[8] 2045,technology
[8] technology,neutral

Top Word Pairs in Tweet in G10:
[3] don,t
[3] climate,change
[2] emissions,reduction
[2] cathmckenna,don
[2] t,understand
[2] understand,people
[2] people,fail
[2] fail,see
[2] see,illusionary
[2] illusionary,rhetoric

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mit
@antonioguterres
@undrr
@total
@dpradhanbjp
@natahel_00
@_thatutsavojha
@tristanedis
@saskpower
@premierscottmoe

Top Mentioned in G1:
@mit
@forbes

Top Mentioned in G2:
@gecko39
@energysyscat

Top Mentioned in G3:
@antonioguterres
@undrr
@unclimatesummit

Top Mentioned in G4:
@total
@dpradhanbjp

Top Mentioned in G5:
@natahel_00

Top Mentioned in G6:
@tristanedis

Top Mentioned in G7:
@_thatutsavojha

Top Mentioned in G8:
@saskpower
@premierscottmoe

Top Mentioned in G9:
@jayinslee
@nei

Top Mentioned in G10:
@cathmckenna
@kpbowstk

Top Tweeters
Top Tweeters in Entire Graph:
@geoffrey_payne
@mackaysuzie
@myplace4u
@thehill
@kimvie
@markplackett1
@dcexaminer
@albertarabbit
@zehdeabreu
@washingtonpost

Top Tweeters in G1:
@kimvie
@stuffandplayx
@forbes
@syawal
@martinacuna1965
@enerphyschem
@qualityisarul3
@tarundsnaol
@fed4ev
@djbawlah

Top Tweeters in G2:
@albertarabbit
@gecko39
@bagaluesunab
@incythera
@world_of_hurt
@wolfie_smythe
@maostrega
@ungojobs
@uzzy_jfm
@jbruggers

Top Tweeters in G3:
@andregiovannoni
@suncemore1
@trishcahill
@ernestma
@hnoklovemom
@luisantoniolort
@undrr
@preventionweb
@crhnet
@cojpublicsafety

Top Tweeters in G4:
@sikandarbjp
@dpradhanbjp
@ageibanrpur
@aimodisha
@ageibakandhamal
@ageibajhsg
@total
@ageiba_mgiri
@ageiba_nuapada
@rakeshsinghal16

Top Tweeters in G5:
@chihuu
@kingleosmh
@gabsaurss
@yuyilazu
@key_rosado_
@andrearamos_s
@_fanie__
@natalieborreroo
@santanico_15
@ariicardonaa

Top Tweeters in G6:
@markplackett1
@timpoliti
@coles
@sharanjit
@allanseymour1
@kentbroad
@dwate1
@benwaters68
@hilly_syd
@tristanedis

Top Tweeters in G7:
@sahil_adhikaari
@ashluhg
@jhaatlyf
@_thatutsavojha
@wazzach97
@themufcmaniac
@_namanrathod
@semi_alpha
@pallnnn
@thebangmanx

Top Tweeters in G8:
@easternoar
@glenjcard
@canadafirst
@saskpower
@gronk9793
@deidras66
@justmyo89878210
@herms2490
@premierscottmoe
@gordwyant

Top Tweeters in G9:
@tbdnonymous
@eyeblion
@nei
@fernandoavanzo
@gdawg54
@jayinslee
@uraniumsir
@refractivecomm
@nuclearenergyes

Top Tweeters in G10:
@cathmckenna
@steve29696155
@kpbowstk
@mcmacinthepark
@citfrclimaction
@xj6response
@ohwell321
@comeragewithme


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