green growth, Twitter, 11/8/2019 9:05:01 PM, 215796


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green growth_2019-11-08_12-43-33.xlsx
green growth_2019-11-08_12-43-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2019
Short Description:
green growth via NodeXL http://bit.ly/32psmrG
@mazzucatom
@columbiabugle
@ushinedatme
@hollywildchild
@unfccc
@un
@bzz2k61
@gmh_upsa
@kupersimon
@jasonhickel

Top hashtags:
#sustainability
#green
#africa
#4ir
#climateaction
#renewableenergy
#greennewdeal
#growth

Description:
Description
The graph represents a network of 5,819 Twitter users whose tweets in the requested range contained "green growth", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 20:45 UTC.

The requested start date was Wednesday, 06 November 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 7-day, 4-hour, 53-minute period from Tuesday, 29 October 2019 at 20:01 UTC to Wednesday, 06 November 2019 at 00:55 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 : 5819
Unique Edges : 6034
Edges With Duplicates : 549
Total Edges : 6583
Number of Edge Types : 3
Mentions : 5424
Tweet : 839
Replies to : 320
Self-Loops : 839
Reciprocated Vertex Pair Ratio : 0.00759905916410349
Reciprocated Edge Ratio : 0.0150834979349973
Connected Components : 885
Single-Vertex Connected Components : 391
Maximum Vertices in a Connected Component : 1829
Maximum Edges in a Connected Component : 2165
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.489529
Graph Density : 0.000164495924996711
Modularity : 0.820149
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,819 Twitter users whose tweets in the requested range contained "green growth", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 20:45 UTC.

The requested start date was Wednesday, 06 November 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 7-day, 4-hour, 53-minute period from Tuesday, 29 October 2019 at 20:01 UTC to Wednesday, 06 November 2019 at 00:55 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : green growth
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[97] https://www.ft.com/content/47b0917c-f523-11e9-a79c-bc9acae3b654
[77] https://www.pbs.org/newshour/economy/us-green-economy-growth-dwarfs-donald-trumps-highest-hopes-for-the-fossil-fuel-industry
[77] http://ow.ly/MwyU50wUpAb
[14] https://www.insidermedia.com/news/wales/green-light-for-1bn-north-wales-growth-deal
[12] https://www.rateitgreen.com/green-building-articles/rggi-acadia-center-s-10-year-review-reduced-emissions-and-economic-growth-go-hand-in-hand/121
[11] https://foreignpolicy.com/2018/09/12/why-growth-cant-be-green/
[9] https://www.greenbiz.com/article/growth-us-green-economy-dwarfs-fossil-fuel-industry
[9] https://grizzle.com/green-growth-brands-is-on-the-ropes-will-it-survive/
[8] https://arstechnica.com/science/2019/10/us-green-economys-growth-dwarfs-the-fossil-fuel-industrys/
[7] https://www.voda-vsem.ru/news/grundfos_prinyal_uchastie_v_forume_3gf_global_green_growth_forum/?utm_source=twitter&utm_medium=cpc

Top URLs in Tweet in G1:
[1] https://twitter.com/g_kallis/status/1186164578385911808?s=21

Top URLs in Tweet in G2:
[1] https://threadreaderapp.com/thread/1189390098355216384.html

Top URLs in Tweet in G3:
[41] https://www.pbs.org/newshour/economy/us-green-economy-growth-dwarfs-donald-trumps-highest-hopes-for-the-fossil-fuel-industry
[8] https://www.ft.com/content/47b0917c-f523-11e9-a79c-bc9acae3b654
[7] https://www.voda-vsem.ru/news/grundfos_prinyal_uchastie_v_forume_3gf_global_green_growth_forum/?utm_source=twitter&utm_medium=cpc
[4] https://www.shine.cn/biz/property/1910304900/
[4] https://grizzle.com/green-growth-brands-is-on-the-ropes-will-it-survive/
[4] http://rooseveltforward.org/blog/2019/10/30/dont-fear-the-deficit-why-we-can-afford-a-green-new-deal/
[4] https://www.ft.com/content/47b0917c-f523-11e9-a79c-bc9acae3b654?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[4] https://www.yahoo.com/news/u-green-economy-growth-dwarfs-050500777.html?.tsrc=fauxdal
[3] http://www.twittascope.com/?sign=2
[3] https://apple.news/ANUWAJWw9TbW9QrYDcATpsg

Top URLs in Tweet in G6:
[10] https://www.ft.com/content/47b0917c-f523-11e9-a79c-bc9acae3b654
[4] https://www.svd.se/onsketankande-med-gron-tillvaxt--vi-maste-agera/av/johan-rockstrom
[3] https://www.ft.com/content/47b0917c-f523-11e9-a79c-bc9acae3b654?fbclid=IwAR0R8BniIArNMbiGLcOcbNefstnNlZjHA2GMbZbqT8A-2yfWRaTSIOFADbY
[2] https://twitter.com/gmh_upsa/status/1189533882682609664?s=20
[1] https://www.ft.com/content/47b0917c-f523-11e9-a79c-bc9acae3b654?fbclid=IwAR2n_SLVD5CfB3fkIzHqpYTM4FenSwWthlQzqKVze-Jq48SGGyZOjo964MI
[1] https://www.ft.com/content/47b0917c-f523-11e9-a79c-bc9acae3b654?segmentId=09cf3415-e461-2c4a-a8cc-80acc4846679
[1] https://hbr.org/2019/07/the-elusive-green-consumer
[1] https://www.youtube.com/watch?v=MCcY7JTXLTc&feature=youtu.be

[1] https://www.ft.com/content/47b0917c-f523-11e9-a79c-bc9acae3b654?fbclid=IwAR2qd6xlZ5IXi4XAFPMKH4DNq_6w6cXF_dnSX2VsxinDBTuQflZmfG8-8uk
[1] https://www.ft.com/content/ca4112bc-f96d-11e9-98fd-4d6c20050229

Top URLs in Tweet in G7:
[1] https://twitter.com/markhburton/status/1191121825390112771
[1] https://twitter.com/mazzucatom/status/1190985727875657729

Top URLs in Tweet in G8:
[5] https://undpindia.shorthandstories.com/5-Ways-To-Build-A-Sustainable-City/index.html
[1] https://twitter.com/antonioguterres/status/1191817580698361862
[1] https://www.ft.com/content/0c0eadc6-f739-11e9-bbe1-4db3476c5ff0
[1] https://twitter.com/ftopinion/status/1191313673664548864?s=20
[1] https://unfccc.int/news/un-pollution-is-putting-millions-of-lives-at-risk

Top URLs in Tweet in G9:
[1] https://action.labour.org.uk/page/s/green-industrial-revolution
[1] https://www.mirror.co.uk/news/politics/ash-sarkar-stop-poor-people-20790656
[1] https://www.degrowth.info/en/2019/05/a-green-new-deal-beyond-growth-ii-some-steps-forward/
[1] https://twitter.com/economics/status/1189472821182959616

Top URLs in Tweet in G10:
[4] http://grn.bz/Gw6
[3] https://www.greenbiz.com/article/growth-us-green-economy-dwarfs-fossil-fuel-industry
[3] https://www.treehugger.com/environmental-policy/can-green-growth-save-us-climate-crisis.html
[3] https://foreignpolicy.com/2018/09/12/why-growth-cant-be-green/
[2] https://meta.eeb.org/2019/10/22/time-for-a-grown-up-debate-about-the-future-of-economic-growth/
[2] https://www.ft.com/content/47b0917c-f523-11e9-a79c-bc9acae3b654
[1] https://www.ipbes.net/news/Media-Release-Global-Assessment
[1] https://www.gov.uk/government/publications/the-economics-of-biodiversity-call-for-evidence
[1] http://bright-green.org/2019/10/30/capitalism-is-undermining-animal-welfare/
[1] https://eeb.org/library/beyond-sustainable-growth/

Top Domains
Top Domains in Tweet in Entire Graph:
[122] ft.com
[85] twitter.com
[80] pbs.org
[77] ow.ly
[30] co.uk
[15] greenbiz.com
[14] insidermedia.com
[14] instagram.com
[12] rateitgreen.com
[12] formworkdokauk.com

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

Top Domains in Tweet in G2:
[1] threadreaderapp.com

Top Domains in Tweet in G3:
[41] pbs.org
[26] twitter.com
[15] ft.com
[12] instagram.com
[9] co.uk
[9] linkedin.com
[8] dlvr.it
[7] greenbiz.com
[7] voda-vsem.ru
[6] grizzle.com

Top Domains in Tweet in G6:
[23] ft.com
[4] svd.se
[2] twitter.com
[1] hbr.org
[1] youtube.com
[1] linkedin.com
[1] standaard.be

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

Top Domains in Tweet in G8:
[5] shorthandstories.com
[2] twitter.com
[1] ft.com
[1] unfccc.int

Top Domains in Tweet in G9:
[1] org.uk
[1] co.uk
[1] degrowth.info
[1] twitter.com

Top Domains in Tweet in G10:
[4] grn.bz
[3] greenbiz.com
[3] eeb.org
[3] twitter.com
[3] treehugger.com
[3] foreignpolicy.com
[2] ft.com
[1] ipbes.net
[1] gov.uk
[1] bright-green.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[100] sustainability
[82] green
[80] africa
[79] 4ir
[71] climateaction
[36] renewableenergy
[29] greennewdeal
[28] growth
[23] trump
[23] netzero



Top Hashtags in Tweet in G1:
[2] econtwitter
[1] missions

Top Hashtags in Tweet in G3:
[18] growth
[13] green
[6] energy
[5] sustainability
[5] cannabis
[5] climatechange
[5] photography
[5] nature
[4] news
[4] environment

Top Hashtags in Tweet in G6:
[9] generation
[9] green
[1] chicagonvc
[1] createimpact
[1] tory
[1] austerity
[1] ge2019
[1] greengrowth
[1] industrialstrategy
[1] smartgdpeople

Top Hashtags in Tweet in G8:
[67] climateaction
[3] worldcitiesday
[3] sdgs
[2] rt
[2] worldcitie
[1] forpeopleforplanet
[1] fin4dev
[1] sustainable
[1] geo6

Top Hashtags in Tweet in G9:
[1] brexit
[1] remain
[1] votes
[1] biodiversity
[1] climateelection
[1] mmt

Top Hashtags in Tweet in G10:
[17] degrowth
[7] glispa
[7] consumption
[7] planetaryboundaries
[5] beyondgrowth
[3] postgrowth
[1] solar
[1] windpower
[1] circulareconomy
[1] islandaction

Top Words
Top Words in Tweet in Entire Graph:
[5864] Words in Sentiment List#1: Positive
[7719] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[104350] Non-categorized Words
[117936] Total Words
[3018] growth
[2070] green
[1767] brilliant
[1353] one
[1320] uk

Top Words in Tweet in G1:
[1291] mazzucatom
[1276] between
[1275] mean
[1275] austerity
[1274] uk
[1274] election
[1274] manifesto
[1274] easy
[1274] one
[1274] decade

Top Words in Tweet in G2:
[1758] brilliant
[880] wake
[880] student
[880] debt
[880] crisis
[880] stagnant
[880] wage
[880] growth
[880] education
[879] question

Top Words in Tweet in G3:
[406] green
[405] growth
[94] chef
[88] s
[72] economy
[70] market
[63] industry
[57] see
[57] fossil
[57] fuel

Top Words in Tweet in G4:
[367] self
[183] relationship
[183] green
[183] flags
[183] responsibility
[183] supports
[183] personal
[183] growth
[183] reflective
[183] long

Top Words in Tweet in G5:
[4] green
[3] dawntj90
[3] gillesnfio
[3] growth
[3] co2
[2] craigthomler
[2] ceist8
[2] cattmaxx
[2] theclimatehawk
[2] sou_hotwhopper

Top Words in Tweet in G6:
[75] growth
[58] green
[21] myth
[21] financialtimes
[19] t
[18] choose
[15] kupersimon
[14] exist
[14] mazzucatom
[14] catastrophe

Top Words in Tweet in G7:
[8] green
[8] growth
[7] more
[6] investment
[4] jamesheartfield
[4] economic
[4] oxymoron
[4] public
[4] spending
[4] good

Top Words in Tweet in G8:
[91] green
[72] cities
[67] undp
[67] race
[67] #climateaction
[67] won
[67] here
[67] 5
[67] ways
[67] undp_india

Top Words in Tweet in G9:
[42] green
[33] growth
[21] new
[20] plan
[20] deal
[18] build
[18] clean
[18] energy
[18] many
[15] kick

Top Words in Tweet in G10:
[55] green
[55] growth
[23] million
[19] s
[19] climate
[18] economy
[17] #degrowth
[17] jasonhickel
[17] fossil
[17] fuel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1285] uk,election
[1285] election,manifesto
[1285] manifesto,easy
[1285] easy,one
[1284] one,decade
[1284] decade,lost
[1284] lost,between
[1284] between,useless
[1284] useless,mean
[1284] mean,austerity

Top Word Pairs in Tweet in G1:
[1274] uk,election
[1274] election,manifesto
[1274] manifesto,easy
[1274] easy,one
[1274] one,decade
[1274] decade,lost
[1274] lost,between
[1274] between,useless
[1274] useless,mean
[1274] mean,austerity

Top Word Pairs in Tweet in G2:
[880] wake,student
[880] student,debt
[880] debt,crisis
[880] crisis,stagnant
[880] stagnant,wage
[880] wage,growth
[880] growth,education
[879] brilliant,brilliant
[879] brilliant,question
[879] question,wake

Top Word Pairs in Tweet in G3:
[65] green,economy
[64] green,growth
[56] fossil,fuel
[55] fuel,industry
[49] food,box
[49] box,service
[49] service,market
[48] economy,growth
[47] market,see
[47] see,huge

Top Word Pairs in Tweet in G4:
[183] relationship,green
[183] green,flags
[183] flags,self
[183] self,responsibility
[183] responsibility,supports
[183] supports,personal
[183] personal,growth
[183] growth,self
[183] self,reflective
[183] reflective,long

Top Word Pairs in Tweet in G5:
[2] mcochrane21,noonesp06242884
[2] plant,growth

Top Word Pairs in Tweet in G6:
[47] green,growth
[20] myth,green
[13] growth,probably
[13] c'est,financial
[13] financial,times
[13] times,qui
[13] qui,dit
[13] dit,croissance
[13] croissance,verte
[13] verte,n'existe

Top Word Pairs in Tweet in G7:
[4] green,economic
[4] economic,growth
[4] growth,oxymoron
[4] oxymoron,public
[4] public,spending
[4] spending,good
[4] good,thing
[4] thing,s
[4] s,investment
[3] jamesheartfield,green

Top Word Pairs in Tweet in G8:
[67] race,#climateaction
[67] #climateaction,won
[67] won,cities
[67] cities,here
[67] here,5
[67] 5,ways
[67] ways,undp_india
[67] undp_india,supporting
[67] supporting,inclusive
[67] inclusive,green

Top Word Pairs in Tweet in G9:
[20] new,deal
[19] green,new
[18] plan,green
[18] build,clean
[18] clean,energy
[18] energy,many
[15] many,kick
[15] kick,start
[15] start,growth
[15] growth,tackle

Top Word Pairs in Tweet in G10:
[30] green,growth
[17] fossil,fuel
[17] fuel,industry
[16] green,economy
[12] 9,5
[12] 5,million
[12] more,people
[11] nearly,10
[11] 10,times
[11] times,more

Top Replied-To
Top Replied-To in Entire Graph:
@mazzucatom
@narendramodi
@canonrsa
@redthreadre
@stuartbcapstick
@ristolinturi
@carbonbubble
@allbowe
@darrengrimes_
@jordanlg_

Top Replied-To in G1:
@mazzucatom

Top Replied-To in G2:
@patriot_taylor

Top Replied-To in G5:
@nitecrawler1867
@craigthomler
@dan613

Top Replied-To in G6:
@stuartbcapstick
@hollywildchild
@ecoworrierrick
@iipp_ucl
@yoqpagotolalu
@gmh_upsa
@kupersimon

Top Replied-To in G7:
@darksparks1
@david19531501

Top Replied-To in G8:
@undp
@un_news_centre

Top Replied-To in G9:
@allbowe
@chrislad82
@evolvingcaveman
@libdems
@wainwra
@michaeljswalker
@nealeggibson
@jacklewisevans
@thomascolton2
@want2gofishing

Top Replied-To in G10:
@weaponizedjazz
@chiaramariotti
@troublewithecon

Top Mentioned
Top Mentioned in Entire Graph:
@mazzucatom
@columbiabugle
@ashleyncraddock
@undp_india
@undp
@ptiofficial
@barefootoakie
@norwichxr
@cagovernor
@hollywildchild

Top Mentioned in G1:
@mazzucatom
@bancosantander
@anabotin
@teresaribera
@iipp_ucl
@mstarresearch
@swardley

Top Mentioned in G2:
@columbiabugle
@michellemalkin
@charliekirk11

Top Mentioned in G3:
@prophecyunevano
@sherborneturf
@cottage_green
@themattachines
@biologicalb
@iddonpaula1
@kaylaburrows2
@minniesluvly
@votejohnernst

Top Mentioned in G4:
@ashleyncraddock

Top Mentioned in G5:
@dawntj90
@gillesnfio
@ceist8
@cattmaxx
@theclimatehawk
@sou_hotwhopper
@climatearticles
@friendsoscience
@glinch72
@drwaheeduddin

Top Mentioned in G6:
@financialtimes
@kupersimon
@harvardbiz
@mazzucatom
@alaingeerts9
@jayati1609
@prosyn
@jnd1er
@robertoverganti
@kgeorgieva

Top Mentioned in G7:
@jamesheartfield
@markinnorthwest
@davidmetroland
@roblev0
@brianbloop
@jtillx
@romfordgeeza
@brexit_politics
@devonlass
@veuvek

Top Mentioned in G8:
@undp_india
@undp
@antonioguterres
@aminajmohammed
@un
@tuciofficial
@asoezer
@asean
@pespinosac
@unfccc

Top Mentioned in G9:
@gillogilvie
@thegreenparty
@uklabour
@mollymep
@libdems
@anarkysheep
@labgnd
@amelia_womack
@mazzucatom
@robertjenrick

Top Mentioned in G10:
@jasonhickel
@ecowarriorss
@greenbiz
@glispa_discuss
@resurgence_mag
@thechance2b
@green_europe
@fingofi
@r_degrowth
@greentechlady

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@marshawright
@jurylady5
@dichristine
@marcodacostafx
@go2webmarketing
@edinburghwatch
@geoffrey_payne
@moonbootica
@cnbctv18live

Top Tweeters in G1:
@marcodacostafx
@moonbootica
@allchanges
@sandradunn1955
@tshep42
@mariorobertop
@staircase2
@mconway70
@kevthecheff
@ronsupportsyou

Top Tweeters in G2:
@dclarediane
@patriotmarie
@noncontacthogg
@tammywalt61
@inabsentia9
@tea_party_chris
@satirist_indian
@usatopguns
@24hrtvmazi
@jackiemcreath1

Top Tweeters in G3:
@go2webmarketing
@weekherald
@hedgebz
@olympiareport
@denovofarms
@thislincolnian
@teamyunnoh
@hedgeenergy
@dubvnow
@nobiggovduh

Top Tweeters in G4:
@dopeitsnani
@kiasmithwrites
@drbdon
@manfaland
@dayjhaaboo
@jaybranchin_out
@paymeintacos
@melodicsunchild
@kristinelocin
@laachocolateee

Top Tweeters in G5:
@mexicors78
@euphoriceuler
@carbongate
@tony__heller
@gillesnfio
@craigthomler
@jwspry
@friendsoscience
@markbjardine
@gogetsmarthome

Top Tweeters in G6:
@saragomezaranci
@wwf
@mmjblair
@benignopf
@katiaontheearth
@financialtimes
@ft
@carmen_olvera
@h92brown
@orlys28

Top Tweeters in G7:
@caroljhedges
@jon_mumford1982
@petuniasforever
@nickstevenson63
@sunick51
@pja1066
@susanstanwix
@mindedmusically
@markinnorthwest
@awayfromthekeys

Top Tweeters in G8:
@johangreg
@pickooo
@ebtesam00369622
@ybreevaart67_63
@nomoreslaves
@seifkabelele
@themainepain
@heatherll1981
@estherclimate
@genius_play_u

Top Tweeters in G9:
@maurlind
@bickypeg
@aaronbastani
@barbaraweed
@natalieben
@annpettifor
@gertiegreen2
@scot_tigger
@women4erdington
@_pea_green_boat

Top Tweeters in G10:
@occuworld
@jj_angelus
@christinejameis
@saleemulhuq
@thekettles2
@ecowarriorss
@aka12144
@yuvi_nation
@seecfc
@patrobins40