(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 7/9/2019 10:51:27 AM, 202487


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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:
July 09, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2YL7la2
@essenviews
@indivisiblenet
@justme1951
@govjventura
@reclaimanglesea
@danielandrewsmp
@the_bald_dude
@elyasgarad
@melanalyst
@exeterobserver

Description:
Description
The graph represents a network of 1,353 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 Tuesday, 09 July 2019 at 10:15 UTC.

The requested start date was Sunday, 07 July 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, 19-hour, 37-minute period from Sunday, 23 June 2019 at 03:19 UTC to Saturday, 06 July 2019 at 22:57 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 : 1353
Unique Edges : 1444
Edges With Duplicates : 38
Total Edges : 1482
Number of Edge Types : 3
Mentions : 1320
Replies to : 43
Tweet : 119
Self-Loops : 119
Reciprocated Vertex Pair Ratio : 0.00295420974889217
Reciprocated Edge Ratio : 0.00589101620029455
Connected Components : 142
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 623
Maximum Edges in a Connected Component : 624
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.273325
Graph Density : 0.000742378322115658
Modularity : 0.771025
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://www.manhattan-institute.org/new-york-climate-change-albany-energy-plan
[5] https://www.cnn.com/2019/06/24/politics/mike-pence-climate-crisis/index.html
[4] https://www.energylivenews.com/2019/06/25/net-zero-emissions-law-begins-passage-through-parliament/
[3] https://www.nbcnews.com/mach/science/without-swift-action-climate-change-heat-waves-could-kill-thousands-ncna1017376
[3] https://www.yang2020.com/policies/climate-change/
[3] https://truthout.org/articles/in-first-debate-2020-candidates-must-step-it-up-on-climate-change/
[3] https://www.climatechangenews.com/2019/06/28/countries-must-address-major-paris-agreement-blind-spot/
[2] http://www.mondaq.com/article.asp?articleid=820852
[2] https://www.yang2020.com/policies/public-land-preservation/
[2] https://www.yang2020.com/policies/reduce-packaging-waste/

Top URLs in Tweet in G1:
[1] https://www.cnn.com/2019/06/24/politics/mike-pence-climate-crisis/index.html

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=CeDb3nNBgrQ&feature=youtu.be


Top URLs in Tweet in G3:
[1] https://www.abc.net.au/news/science/2019-07-05/climate-change-tree-planting-carbon-dioxide/11267556
[1] https://twitter.com/guardianeco/status/1143432412468092929

Top URLs in Tweet in G4:
[1] https://www.standard.co.uk/futurelondon/cleanair/london-mayor-sadiq-khan-climate-action-week-clean-energy-solutions-zeroemissions-transport-global-a4179166.html
[1] https://exeterobserver.org/2019/06/23/climate-crisis-exeter-devon-carbon-reduction-ultra-low-emission-clean-air-zones-parking-levy-living-streets/

Top URLs in Tweet in G5:
[4] https://www.energylivenews.com/2019/06/25/net-zero-emissions-law-begins-passage-through-parliament/
[2] https://www.theguardian.com/environment/2019/jun/25/climate-apartheid-united-nations-expert-says-human-rights-may-not-survive-crisis
[2] http://www.sportspromedia.com/news/beijing-2022-winter-olympics-ice-venues-carbon-emissions-climate-change
[2] https://truthout.org/articles/in-first-debate-2020-candidates-must-step-it-up-on-climate-change/
[2] http://www.mondaq.com/article.asp?articleid=820852
[1] https://sp-bpr-en-prod-cdnep.azureedge.net/published/ECCLR/2019/6/5/Stage-2-Report-on-the-Climate-Change--Emissions-Reduction-Targets---Scotland--Bill/ECCLRS052019R6.pdf?mc_cid=0e024e06ed&mc_eid=56dfb81d09
[1] https://www.scientificamerican.com/article/trump-administration-relaxes-emissions-limits-on-power-plants/
[1] https://www.express.co.uk/news/royal/1144938/prince-charles-shock-carbon-emissions-royal-family-climate-change-royal-finances-news
[1] http://update-browser.fairfaxmedia.com.au/smh/index.html
[1] https://amp.theguardian.com/environment/2019/jun/25/climate-apartheid-united-nations-expert-says-human-rights-may-not-survive-crisis?CMP=share_btn_tw&__twitter_impression=true

Top URLs in Tweet in G6:
[1] https://www.cnn.com/2019/06/24/politics/mike-pence-climate-crisis/index.html

Top URLs in Tweet in G7:
[1] https://www.afr.com/business/energy/research-shows-lng-bigger-climate-change-threat-than-coal-20190701-p5231w
[1] https://www.bhp.com/media-and-insights/news-releases/2019/03/bhp-invests-in-emissions-reduction-company-carbon-engineering
[1] https://www.lowyinstitute.org/the-interpreter/are-australians-more-worried-about-climate-change-or-climate-policy

Top URLs in Tweet in G9:
[1] https://www.nbcnews.com/mach/science/without-swift-action-climate-change-heat-waves-could-kill-thousands-ncna1017376?utm_source=tw&utm_medium=tweet&utm_campaign=AFClimate

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] climatechange
[12] emissions
[9] climate
[5] climatecrisis
[4] ldnclimateaction
[4] carbon
[3] co2
[3] reduction
[3] greenhouse
[2] auspol



Top Hashtags in Tweet in G2:
[1] thursdaythoughts
[1] climateaction
[1] climatechange

Top Hashtags in Tweet in G3:
[1] springst
[1] cop26

Top Hashtags in Tweet in G4:
[1] ldnclimateaction
[1] climatecrisis

Top Hashtags in Tweet in G5:
[5] climatechange
[4] emissions
[3] greenhouse
[3] climate
[3] climatecrisis
[3] co2
[2] uk
[2] sustainability
[2] beijing2022
[2] er

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

Top Hashtags in Tweet in G9:
[1] actonclimate
[1] earthday2020

Top Hashtags in Tweet in G10:
[1] climate

Top Words
Top Words in Tweet in Entire Graph:
[1034] Words in Sentiment List#1: Positive
[787] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[25697] Non-categorized Words
[27518] Total Words
[1186] seeing
[956] climate
[876] change
[629] pence
[601] technology

Top Words in Tweet in G1:
[1157] seeing
[579] mike
[579] pence's
[579] unbelievable
[579] comment
[579] climate
[579] change
[579] pence
[579] clean
[579] coal

Top Words in Tweet in G2:
[188] let's
[95] fuel
[94] okay
[94] talk
[94] climate
[94] change
[94] make
[94] serious
[94] reduction
[94] fossil

Top Words in Tweet in G3:
[75] s
[73] need
[73] stop
[73] destroying
[73] existing
[73] habitat
[73] planting
[73] tomorrow
[73] danielandrewsmp
[72] reclaimanglesea

Top Words in Tweet in G4:
[42] exeter
[41] devon
[41] councils
[41] begin
[41] rapid
[41] regional
[41] decarbonisation
[41] now
[41] quickest
[41] cheapest

Top Words in Tweet in G5:
[50] reduction
[45] emissions
[39] climate
[30] change
[12] gas
[11] 2050
[11] global
[10] carbon
[9] new
[8] energy

Top Words in Tweet in G6:
[88] natural
[88] gas
[45] pence
[44] know
[44] truth
[44] matter
[44] advent
[44] explosion
[43] indivisiblenet
[43] dev

Top Words in Tweet in G7:
[12] angustaylormp
[11] simonahac
[11] mathiascormann
[11] hansard
[11] 4
[11] 7
[11] 19
[11] p70
[11] seeing
[11] year

Top Words in Tweet in G8:
[3] emissions
[2] theresphysics
[2] climate
[2] change
[2] those
[2] reduction

Top Words in Tweet in G9:
[21] reduction
[17] climate
[14] pulls
[14] punches
[14] pollution
[14] goals
[14] simply
[14] achieved
[14] unless
[14] america

Top Words in Tweet in G10:
[19] climate
[18] change
[18] threatens
[18] undo
[18] last
[18] 50
[18] yrs
[18] progress
[18] development
[18] global

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[869] climate,change
[588] clean,coal
[588] coal,technology
[588] technology,seeing
[587] seeing,seeing
[585] pence,clean
[580] mike,pence's
[580] pence's,unbelievable
[580] unbelievable,comment
[580] comment,climate

Top Word Pairs in Tweet in G1:
[579] mike,pence's
[579] pence's,unbelievable
[579] unbelievable,comment
[579] comment,climate
[579] climate,change
[579] change,pence
[579] pence,clean
[579] clean,coal
[579] coal,technology
[579] technology,seeing

Top Word Pairs in Tweet in G2:
[94] okay,let's
[94] let's,talk
[94] talk,climate
[94] climate,change
[94] change,make
[94] make,serious
[94] serious,reduction
[94] reduction,fossil
[94] fossil,fuel
[94] fuel,emissions

Top Word Pairs in Tweet in G3:
[73] need,stop
[73] stop,destroying
[73] destroying,existing
[73] existing,habitat
[73] habitat,planting
[73] planting,s
[73] s,tomorrow
[73] tomorrow,danielandrewsmp
[72] reclaimanglesea,need
[72] danielandrewsmp,lilydambr

Top Word Pairs in Tweet in G4:
[41] exeter,devon
[41] devon,councils
[41] councils,begin
[41] begin,rapid
[41] rapid,regional
[41] regional,decarbonisation
[41] decarbonisation,now
[41] now,quickest
[41] quickest,cheapest
[41] cheapest,way

Top Word Pairs in Tweet in G5:
[27] climate,change
[19] emissions,reduction
[9] gas,emissions
[8] greenhouse,gas
[7] poverty,reduction
[6] change,threatens
[6] 50,years
[6] years,progress
[6] progress,development
[6] development,global

Top Word Pairs in Tweet in G6:
[88] natural,gas
[44] pence,know
[44] know,truth
[44] truth,matter
[44] matter,advent
[44] advent,natural
[44] gas,natural
[44] gas,explosion
[43] indivisiblenet,pence
[43] explosion,dev

Top Word Pairs in Tweet in G7:
[11] simonahac,mathiascormann
[11] mathiascormann,angustaylormp
[11] angustaylormp,hansard
[11] hansard,4
[11] 4,7
[11] 7,19
[11] 19,p70
[11] p70,seeing
[11] seeing,year
[11] year,150

Top Word Pairs in Tweet in G8:
[2] climate,change

Top Word Pairs in Tweet in G9:
[14] pulls,punches
[14] punches,climate
[14] climate,pollution
[14] pollution,reduction
[14] reduction,goals
[14] goals,simply
[14] simply,achieved
[14] achieved,unless
[14] unless,america
[13] alexsteffen,pulls

Top Word Pairs in Tweet in G10:
[18] climate,change
[18] change,threatens
[18] threatens,undo
[18] undo,last
[18] last,50
[18] 50,yrs
[18] yrs,progress
[18] progress,development
[18] development,global
[18] global,health

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@essenviews
@govjventura
@danielandrewsmp
@reclaimanglesea
@indivisiblenet
@exeterobserver
@elyasgarad
@silvertowntn
@alexsteffen

Top Mentioned in G1:
@essenviews

Top Mentioned in G2:
@govjventura

Top Mentioned in G3:
@danielandrewsmp
@reclaimanglesea
@lilydambrosiomp

Top Mentioned in G4:
@exeterobserver
@silvertowntn

Top Mentioned in G6:
@indivisiblenet
@essenviews

Top Mentioned in G7:
@mathiascormann
@angustaylormp
@safronicus
@simonahac
@bhp
@carbonengineer
@reclaimanglesea
@danielandrewsmp

Top Mentioned in G8:
@theresphysics
@bethsawin
@tricksyraccoon
@drmarchafstead
@steve_dahlke
@profstevekeen
@blair_fix
@niesrorg
@nephologue
@rethinkecon

Top Mentioned in G9:
@alexsteffen
@earthdaynetwork
@jksteinberger

Top Mentioned in G10:
@elyasgarad
@reclaimanglesea
@danielandrewsmp

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@jurylady5
@eykis
@guardian
@tottenbill
@lovetogive2
@wildwillow65
@bmangh
@bethsinniresist
@noholidayforgop

Top Tweeters in G1:
@eykis
@bmangh
@bethsinniresist
@noholidayforgop
@catlover1943
@dremmelqueen
@roripierpont1
@burnettcynthia
@thetobster111
@murfad

Top Tweeters in G2:
@alllibertynews
@wildwillow65
@betzmyboyblue11
@canthavepudding
@pointsnorthe
@carlark3
@wjappe
@cannabisfairy69
@jriske
@kennyddtscholar

Top Tweeters in G3:
@broomstick33
@raywilton4
@bradhooperarch
@morpheusbeing
@lynquest
@marieco92176893
@dehler45
@richforrest2
@karmageddon67
@erika_borkoles

Top Tweeters in G4:
@privatecarfree
@dorset_eye
@martinhowitt
@peterkenyon
@clivedurdle
@longreenparty
@miroirdufou
@prsd
@nebhasikoro
@darrendotcom

Top Tweeters in G5:
@kenlenkirk
@lawnewsamerica
@climatebabes
@redball2
@pequenaminchile
@sportspro
@_therealmark_
@marino_angie
@wetwinter1
@robdn

Top Tweeters in G6:
@tottenbill
@tckalways
@rteefact
@d_ericson
@jeresist
@civiccentaur
@richportcreatio
@chaosmaster42
@gidmeister
@vevgar

Top Tweeters in G7:
@d_melissa2
@michaelcoll5
@ptemodil
@simonahac
@josefue09633601
@palmboy4444
@callralstonsaul
@karenwitcombe
@chilemineria
@ausukchamber

Top Tweeters in G8:
@tricksyraccoon
@richardtol
@renegade_inc
@profstevekeen
@theresphysics
@mtobis
@cwhope
@weather_west
@coschoolofmines
@niesrorg

Top Tweeters in G9:
@lovetogive2
@binderfaith1
@maelysdervenn
@willbenton1
@athelind
@jyotsna2964
@alexsteffen
@schmidt_fu
@jksteinberger
@rplum14

Top Tweeters in G10:
@jurylady5
@goldcoastnurse
@melanalyst
@ozloop
@shumack_trish
@poetlespeck
@trev_t4e
@derekrobinson2
@alexdunnin
@barrys_pr


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