(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction), Twitter, 4/15/2019 11:23:16 AM, 193768


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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:
April 15, 2019
Short Description:
(Climate change) OR ((renewable OR alternative OR conservation OR clean OR futrure energy) OR (emissions reduction) via NodeXL http://bit.ly/2UYFfJx
@climatecouncil
@abcfactcheck
@adamblakester
@bdhowald
@bloss55
@jonathanpbryant
@thedisproof
@johnmuirproject
@cathmckenna
@iliveasnatalie


Description:
Description
The graph represents a network of 691 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 Monday, 15 April 2019 at 10:15 UTC.

The requested start date was Sunday, 14 April 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, 23-hour, 6-minute period from Sunday, 31 March 2019 at 00:14 UTC to Saturday, 13 April 2019 at 23:21 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 : 691
Unique Edges : 783
Edges With Duplicates : 20
Total Edges : 803
Number of Edge Types : 3
Mentions : 657
Tweet : 93
Replies to : 53
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0.0056980056980057
Reciprocated Edge Ratio : 0.0113314447592068
Connected Components : 138
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 113
Maximum Edges in a Connected Component : 176
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.708175
Graph Density : 0.00148073575368611
Modularity : 0.876278
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://www.holyrood.com/event/climate-change-scotland-meeting-emissions-reduction-targets
[2] https://www.huffpost.com/entry/nyc-climate-change-green-new-deal_n_5cad3d1fe4b0e833aa32f12c?ncid=engmodushpmg00000004
[2] https://www.abc.net.au/news/2019-04-11/fact-check-coalition-emissions-reduction-angus-taylor/10936652
[2] https://www.facilitiesnet.com/energyefficiency/tip/How-Artificial-Intelligence-Will-Combat-Climate-Change--43489?source=facility_insider&utm_source=facility_insider&utm_campaign=3/19/2019&utm_medium=email
[2] https://www.nytimes.com/2019/04/07/business/energy-environment/climate-change-carbon-engineering.html
[2] https://www.canada.ca/en/environment-climate-change/services/environmental-indicators/progress-towards-canada-greenhouse-gas-emissions-reduction-target.html
[2] https://www.nytimes.com/2019/04/06/opinion/sunday/climate-change-nuclear-power.html
[2] http://www.earthisland.org/journal/index.php/articles/entry/logging-carbon-emissions-us-forests
[2] https://beta.parliament.scot/bills/climate-change-emissions-reduction-target-scotland-bill
[2] https://medium.com/insolar/insolar-among-top-100-green-energy-innovators-4aaf68e100f6?platform=hootsuite

Top URLs in Tweet in G1:
[1] https://www.abc.net.au/news/2019-04-11/fact-check-coalition-emissions-reduction-angus-taylor/10936652
[1] https://www.theguardian.com/environment/2019/apr/02/coalition-climate-solutions-fund-must-last-further-five-years?CMP=share_btn_tw

Top URLs in Tweet in G3:
[4] https://www.holyrood.com/event/climate-change-scotland-meeting-emissions-reduction-targets
[1] https://www.europeandatajournalism.eu/eng/News/Data-news/EU-set-to-meet-its-climate-change-targets
[1] https://www.theguardian.com/australia-news/2019/apr/01/50-of-new-cars-to-be-electric-vehicles-by-2030-under-labor-climate-change-policy?CMP=share_btn_tw
[1] https://leaderpost.com/news/saskatchewan/the-carbon-tax-comes-to-saskatchewan
[1] https://www.independent.co.uk/environment/climate-change-greenhouse-gas-emissions-targets-paris-agreement-a8603456.html
[1] https://www.itv.com/news/2019-04-02/msps-to-debate-new-law-to-tackle-climate-change/?utm_medium=facebook&utm_source=dlvr.it
[1] https://twitter.com/AlboMP/status/1112912747073699840
[1] http://www.ParliamentToday.com/free/viewnews.html?id=109088
[1] http://www.ParliamentToday.com/free/viewnews.html?id=109087
[1] https://www.washingtonpost.com/climate-environment/2019/04/02/shell-quits-trade-group-over-climate-change-positions/?tid=ss_tw&utm_term=.9ddb80c7c54c

Top URLs in Tweet in G4:
[1] http://www.earthisland.org/journal/index.php/articles/entry/logging-carbon-emissions-us-forests

Top URLs in Tweet in G5:
[1] https://www.forbes.com/sites/howardgleckman/2018/10/10/bill-nordhaus-the-nobel-prize-climate-change-and-carbon-taxes/#29cb211e6a03

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/2019/04/06/opinion/sunday/climate-change-nuclear-power.html
[1] https://www.canada.ca/en/environment-climate-change/services/environmental-indicators/progress-towards-canada-greenhouse-gas-emissions-reduction-target.html

Top URLs in Tweet in G7:
[1] https://www.abc.net.au/news/2019-04-11/fact-check-coalition-emissions-reduction-angus-taylor/10936652?utm_source=sfmc&utm_medium=email&utm_content=&utm_campaign=%5bnews_sfmc_newsmail_am_df_!n1%5d%3a8935&user_id=b926aaa57310272a21fbc74e79f76083c69314aeb1dfdfe245a019f7030606b0&WT.tsrc=email&WT.mc_id=Email%7c%5bnews_sfmc_newsmail_am_df_!n1%5d%7c8935ABCNewsmail_topstories_articlelink

Top URLs in Tweet in G8:
[1] https://www.cbc.ca/news/canada/british-columbia/emissions-reduction-choices-1.4204206

Top URLs in Tweet in G9:
[1] https://twitter.com/bigstertweets/status/1113564779325554690

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[54] climatechange
[13] budget2019
[7] ai
[7] scottishparliament
[6] auspol
[6] climatechangescotland
[5] co2
[5] fossilfuel
[5] earthhour
[4] forestation



Top Hashtags in Tweet in G1:
[1] auspol

Top Hashtags in Tweet in G3:
[6] climatechangescotland
[4] climatechange
[1] europe2020
[1] edjnet
[1] climateaction
[1] news
[1] qldpol
[1] cowpervotes
[1] auspol
[1] heartnews

Top Hashtags in Tweet in G4:
[28] climatechange

Top Hashtags in Tweet in G5:
[1] carbontax

Top Hashtags in Tweet in G6:
[1] russiahoax
[1] spygate
[1] fisaabuse
[1] fisagate
[1] walkaway
[1] blexit
[1] lexit
[1] jexodus
[1] maga
[1] magaforall

Top Hashtags in Tweet in G7:
[1] newenglandvotes

Top Words
Top Words in Tweet in Entire Graph:
[369] Words in Sentiment List#1: Positive
[293] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[12995] Non-categorized Words
[13657] Total Words
[324] climate
[306] change
[247] reduction
[210] emissions
[88] coalition

Top Words in Tweet in G1:
[71] climate
[71] change
[69] climatecouncil
[58] depth
[58] piece
[58] abcfactcheck
[58] months
[58] long
[58] misleading
[58] statements

Top Words in Tweet in G3:
[51] reduction
[46] climate
[44] change
[40] emissions
[16] energy
[14] targets
[12] new
[12] carbon
[12] bill
[9] scotland

Top Words in Tweet in G4:
[29] forests
[28] going
[28] fight
[28] #climatechange
[28] stand
[28] up
[28] protect
[28] logging
[28] aka
[28] thinning

Top Words in Tweet in G5:
[21] rodphillips01
[14] climate
[14] change
[13] s
[13] interview
[13] w
[13] ont
[13] minister
[13] mattgallowaycbc
[13] reveals

Top Words in Tweet in G6:
[6] reduction
[5] emissions
[4] climate
[4] change
[3] carbon
[3] realdonaldtrump
[3] aoc
[2] new
[2] already
[2] germany

Top Words in Tweet in G7:
[23] climate
[23] change
[23] coalition
[22] care
[22] fact
[22] check
[22] emissions
[22] under
[22] risen
[22] four

Top Words in Tweet in G8:
[22] media
[22] t
[22] liberal
[22] mouthpiece
[22] pushing
[22] excessive
[22] immigration
[22] numbers
[22] past
[22] 3

Top Words in Tweet in G9:
[45] highway
[44] six
[44] lane
[23] park
[23] climate
[23] change
[22] covered
[22] pushes
[22] toward
[22] catastrophic

Top Words in Tweet in G10:
[5] 000
[4] energy
[3] 334
[3] 8
[3] reduction
[3] policies
[3] climate
[3] change
[2] real
[2] half

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[292] climate,change
[105] emissions,reduction
[60] depth,piece
[60] piece,abcfactcheck
[60] abcfactcheck,months
[60] months,long
[60] long,misleading
[60] misleading,climate
[60] change,statements
[60] statements,coalition

Top Word Pairs in Tweet in G1:
[71] climate,change
[58] depth,piece
[58] piece,abcfactcheck
[58] abcfactcheck,months
[58] months,long
[58] long,misleading
[58] misleading,climate
[58] change,statements
[58] statements,coalition
[57] climatecouncil,depth

Top Word Pairs in Tweet in G3:
[41] climate,change
[20] emissions,reduction
[10] reduction,targets
[7] change,emissions
[7] targets,scotland
[7] scotland,bill
[6] greenhouse,gas
[6] gas,emissions
[4] air,pollution
[4] good,practice

Top Word Pairs in Tweet in G4:
[28] going,fight
[28] fight,#climatechange
[28] #climatechange,stand
[28] stand,up
[28] up,protect
[28] protect,forests
[28] forests,logging
[28] logging,aka
[28] aka,thinning
[27] johnmuirproject,going

Top Word Pairs in Tweet in G5:
[14] climate,change
[13] s,interview
[13] interview,w
[13] w,ont
[13] ont,minister
[13] minister,rodphillips01
[13] rodphillips01,mattgallowaycbc
[13] mattgallowaycbc,reveals
[13] re,facing
[13] facing,climate

Top Word Pairs in Tweet in G6:
[4] climate,change
[3] reduction,carbon
[2] u,s
[2] reduction,emissions
[2] carbon,footprint

Top Word Pairs in Tweet in G7:
[23] climate,change
[22] care,climate
[22] change,fact
[22] fact,check
[22] check,emissions
[22] emissions,under
[22] under,coalition
[22] coalition,risen
[22] risen,four
[22] four,past

Top Word Pairs in Tweet in G8:
[22] media,t
[22] t,liberal
[22] liberal,mouthpiece
[22] mouthpiece,pushing
[22] pushing,excessive
[22] excessive,immigration
[22] immigration,numbers
[22] numbers,past
[22] past,3
[22] 3,years

Top Word Pairs in Tweet in G9:
[44] six,lane
[44] lane,highway
[23] climate,change
[22] highway,covered
[22] covered,park
[22] park,pushes
[22] pushes,toward
[22] toward,catastrophic
[22] catastrophic,climate
[22] change,much

Top Word Pairs in Tweet in G10:
[3] 334,000
[3] climate,change
[2] reduction,real
[2] half,trillion
[2] australia's,gdp
[2] billshortenmp,read
[2] read,ba
[2] ba,economics'
[2] economics',report
[2] report,labor's

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@climatecouncil
@abcfactcheck
@johnmuirproject
@iliveasnatalie
@bdhowald
@adamblakester
@rodphillips01
@insolario
@andy_ed_brown
@mattgallowaycbc

Top Mentioned in G1:
@climatecouncil
@abcfactcheck

Top Mentioned in G2:
@minimalastiks
@polanimalaus
@billybobbobo1
@altus_arc
@atomskssanakan
@david_hanselman
@bobkerns
@stealthflyby
@gjcats
@truthfulbook

Top Mentioned in G4:
@johnmuirproject
@gavinnewsom
@govkatebrown

Top Mentioned in G5:
@rodphillips01
@mattgallowaycbc
@faisal_moola
@fordnation
@shiptron3000
@sandhuamarjot1

Top Mentioned in G6:
@realdonaldtrump
@aoc
@gop
@tpusa
@thealicesmith
@theatlassociety
@specialreport
@drhcaldicott
@sebgorka
@maziehirono

Top Mentioned in G7:
@adamblakester
@abcnews
@climatecouncil
@abcfactcheck

Top Mentioned in G8:
@iliveasnatalie

Top Mentioned in G9:
@bdhowald
@climatecouncil
@abcfactcheck

Top Mentioned in G10:
@skynewsaust
@mattjhatton
@bohobabe2
@realmarklatham
@abc730
@reviewabc
@whosfibbing
@labor_trash
@mirandadevine
@peter217945

Top Tweeters
Top Tweeters in Entire Graph:
@geoffrey_payne
@honeymoongondol
@telstra
@cahulaan
@thehill
@tradnews_
@rjstrikers
@blogdiva
@johnlundin
@fehowarth

Top Tweeters in G1:
@geoffrey_payne
@drrimmer
@frygerard
@ldundas96
@spudbenbean
@kirrinabarry
@apgf2009
@pippavs
@deniseshrivell
@obrijo

Top Tweeters in G2:
@tokyo_tom
@stevesgoddard
@craigthomler
@airstripone84
@markbjardine
@iluvco2
@llviola
@stormsignalsa
@geraldkutney
@gjcats

Top Tweeters in G3:
@cahulaan
@fehowarth
@hephaestus7
@annmarie309
@netnewsbuzz
@cannockradio
@sobendito
@heartscotnews
@kianakatherine
@josolivier

Top Tweeters in G4:
@josmirek
@jorgeheinel
@danbacher
@roshneenarrande
@miguelsolorza4
@silva_her
@arianikkilynn38
@guidauria
@reeflife911
@baboompapalou

Top Tweeters in G5:
@dawnbazely
@gabrfranke
@faisal_moola
@mattgallowaycbc
@sandra_pella
@brianbanks
@ryallgerry
@savewildbees
@jaypetersen16
@kthomason

Top Tweeters in G6:
@thehill
@thealicesmith
@acir9
@sebgorka
@realdonaldtrump
@thenoahoption
@mallen2010
@gop
@drhcaldicott
@olsonjam808

Top Tweeters in G7:
@abcnews
@rosfler_fuller
@margokingston1
@barbvee
@co2ppm
@mangotree_books
@viktor_renquist
@sue0606
@freddyfuddrucke
@kiwipaulb

Top Tweeters in G8:
@bioben78
@mikemw86
@mca420
@jfeilders
@ed1950
@moleskidorothy
@truthhonourand
@b88mike
@lilporkch0p
@doctorbenzene

Top Tweeters in G9:
@capntransit
@brooklynspoke
@nauris_l
@plasticplanners
@bikeloveny
@agreenqueennyc
@jonathanpbryant
@castironbagel
@bdhowald
@bayridgedrivers

Top Tweeters in G10:
@whosfibbing
@skynewsaust
@kelliekelly23
@sileer
@warwraith
@chriskkenny
@peter217945
@reviewabc
@labor_trash
@mirandadevine