(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction), Twitter, 2/27/2019 2:29:59 AM, 188367


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(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (e
(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (e
From:
NodeXLExcelAutomator
Uploaded on:
February 27, 2019
Short Description:
(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction) via NodeXL http://bit.ly/2T8aVfG
@pmoindia
@charliekirk11
@realmattwalter
@doctorneilsmith
@amitkalraj
@ratnaku09735225
@mumbullsma
@thebradfordfile
@aoc
@fujikatsan

T

Description:
Description
The graph represents a network of 5,918 Twitter users whose tweets in the requested range contained "(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 February 2019 at 09:37 UTC.

The requested start date was Sunday, 24 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 1-day, 1-hour, 57-minute period from Friday, 22 February 2019 at 23:03 UTC to Sunday, 24 February 2019 at 01:00 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 : 5918
Unique Edges : 6354
Edges With Duplicates : 173
Total Edges : 6527
Number of Edge Types : 3
Tweet : 308
Mentions : 5932
Replies to : 287
Self-Loops : 308
Reciprocated Vertex Pair Ratio : 0.00244180367898421
Reciprocated Edge Ratio : 0.0048717115946736
Connected Components : 431
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 1777
Maximum Edges in a Connected Component : 1814
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.338012
Graph Density : 0.000175858414956521
Modularity : 0.846456
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://act.greenpeace.org/page/38672/petition/1?utm_campaign=fossil-fuels&utm_source=facebook.com&utm_medium=post&utm_term=erm-climate
[8] https://support.worldwildlife.org/site/Advocacy?cmd=display&page=UserAction&id=999
[6] https://drkinesa.blogspot.com/2019/02/2019-world-economy-to-collapse-as.html?spref=tw
[5] https://www.adn.com/business-economy/energy/2019/02/23/no-seismic-exploration-for-oil-in-anwr-this-winter-company-says/
[4] https://twitter.com/AOC/status/1099459433778827266
[4] https://www.countoncoal.org/2019/02/building-a-better-future-from-west-virginia-to-india/
[4] https://www.esi-africa.com/africas-decentralised-solar-economy-just-got-hotter/
[3] https://www.thetelegram.com/business/analysis-how-the-digital-economy-is-transforming-canadas-offshore-oil-and-gas-industry-285211/
[3] https://www.nwahomepage.com/news/solar-energy-shines-in-arkansas/1797337526
[2] https://www.eesc.europa.eu/en/agenda/our-events/events/strategy-long-term-eu-greenhouse-gas-emissions-reduction/programme

Top URLs in Tweet in G3:
[1] https://twitter.com/saikatc/status/1099354891561168896
[1] https://www.greentechmedia.com/articles/read/california-is-proof-that-energy-efficiency-works
[1] https://www.eia.gov/energyexplained/?page=us_energy_home
[1] https://www.politico.com/story/2009/06/house-passes-climate-change-bill-024232
[1] https://www.youtube.com/watch?v=aKGN2iW-jjA

[1] https://m.pghcitypaper.com/pittsburgh/state-rep-daryl-metcalfe-says-reducing-carbon-dioxide-emissions-will-kill-his-vegetables/Content?oid=13785614
[1] https://www.vox.com/energy-and-environment/2018/12/21/18144138/green-new-deal-alexandria-ocasio-cortez
[1] https://twitter.com/sunrisemvmt/status/1099075460649107458
[1] https://globalnews.ca/news/4243590/billion-dollar-mistake-hydro-ontario-green-energy/
[1] https://www.joiscientific.com/

Top URLs in Tweet in G6:
[1] https://www.vox.com/platform/amp/energy-and-environment/2019/2/23/18228142/green-new-deal-critics?__twitter_impression=true
[1] https://www.un.org/sustainabledevelopment/transport/

Top URLs in Tweet in G7:
[2] https://twitter.com/AOC/status/1099126500924760064
[2] https://twitter.com/aoc/status/1099126500924760064
[2] https://www.youtube.com/watch?v=9xe3BWPsBTU&feature=youtu.be

[1] https://www.pressofatlanticcity.com/opinion/commentary/carbon-tax-can-reduce-emissions-boost-clean-energy-and-economy/article_d299d928-c647-503f-ae60-89ad330dd7b8.html
[1] https://www.sierraclub.org/articles/2019/02/california-energy-commission-prioritizes-building-electrification
[1] https://www.washingtonpost.com/business/economy/the-next-money-crop-for-farmers-solar-panels/2019/02/22/2cf99e8c-3601-11e9-854a-7a14d7fec96a_story.html?noredirect=on&utm_term=.2abdc260c718
[1] https://twitter.com/ENERGY/status/1099088950688399362
[1] https://www.theguardian.com/environment/2018/mar/09/nuclear-fusion-on-brink-of-being-realised-say-mit-scientists?CMP=Share_iOSApp_Other
[1] https://www.quantamagazine.org/martin-rees-on-the-future-of-science-and-humanity-20181205/
[1] https://twitter.com/cfifonline/status/1099042113877131264

Top URLs in Tweet in G8:
[1] https://timesofindia.indiatimes.com/articleshow/67929805.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst

Top URLs in Tweet in G9:
[1] https://www.observatoire-climat-energie.fr/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[52] energy
[32] economy
[23] greennewdeal
[22] cleanenergyjobs
[20] climatechange
[20] jobs
[17] orleg
[13] cleanenergy
[13] mining
[12] nmleg



Top Hashtags in Tweet in G1:
[1] meraparivarbhajapaparivar

Top Hashtags in Tweet in G3:
[8] greennewdeal
[3] gnd
[2] ca
[2] solar
[2] soros
[1] cafe
[1] energy
[1] economy
[1] fossilfuels
[1] ca25

Top Hashtags in Tweet in G5:
[1] greenleapforward

Top Hashtags in Tweet in G6:
[1] change
[1] greennewdeal
[1] carbon
[1] west
[1] china
[1] india

Top Hashtags in Tweet in G7:
[4] energy
[3] climatechange
[2] nmleg
[2] skametroville
[2] greennewdeal
[2] solar
[2] renewableenergy
[2] economy
[2] globalwarming
[2] gnd

Top Hashtags in Tweet in G8:
[2] modi4newindia
[2] saudicrownprince
[1] globalbusinesssummit
[1] renewablesources
[1] renewable
[1] etgbs

Top Hashtags in Tweet in G9:
[1] postgrowth
[1] wecan

Top Words
Top Words in Tweet in Entire Graph:
[2055] Words in Sentiment List#1: Positive
[1089] Words in Sentiment List#2: Negative
[54] Words in Sentiment List#3: Angry/Violent
[121150] Non-categorized Words
[124295] Total Words
[4482] economy
[4008] lowest
[4008] unemployment
[3557] india
[3514] forward

Top Words in Tweet in G1:
[3389] india
[3382] look
[3382] forward
[3382] making
[3380] economy
[1691] ten
[1691] trillion
[1691] dollar
[1691] third
[1689] largest

Top Words in Tweet in G2:
[3747] lowest
[3747] unemployment
[1251] 60
[1249] black
[1249] rate
[1249] hispanic
[1249] women
[1249] yrs
[1247] charliekirk11
[1247] kore

Top Words in Tweet in G3:
[109] energy
[84] economy
[70] aoc
[29] senfeinstein
[26] clean
[21] green
[20] ca
[20] s
[20] emissions
[19] sunrisemvmt

Top Words in Tweet in G4:
[443] africa
[222] egypt
[222] south
[222] gdp
[221] rises
[221] overtaking
[221] egypt's
[221] economy
[221] 1
[221] 13

Top Words in Tweet in G5:
[214] green
[211] fuel
[210] fossil
[209] calling
[209] s
[208] m
[208] new
[208] deal
[208] break
[208] industry

Top Words in Tweet in G6:
[7] economy
[5] emissions
[5] reduction
[4] going
[3] more
[3] energy
[3] drvox
[2] roypentland
[2] jaggermickoz
[2] tan123

Top Words in Tweet in G7:
[87] energy
[80] economy
[36] emissions
[23] clean
[23] reduction
[17] renewable
[16] india
[15] want
[15] new
[15] global

Top Words in Tweet in G8:
[108] economy
[104] india
[89] making
[87] look
[87] forward
[77] largest
[48] energy
[47] trillion
[46] third
[43] dollar

Top Words in Tweet in G9:
[72] gretathunberg
[71] fderugy
[71] gouvernementfr
[71] bienvenue
[71] france
[71] pays
[71] qui
[71] ne
[71] respecte
[71] pas

Top Words in Tweet in G10:
[204] lowest
[204] unemployment
[68] hispanic
[68] black
[68] women
[67] economy
[67] better
[66] realmattwalter
[3] 60
[2] yrs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3499] making,india
[3497] look,forward
[3497] forward,making
[1754] largest,economy
[1749] third,largest
[1748] trillion,dollar
[1748] dollar,economy
[1748] economy,look
[1747] india,ten
[1747] ten,trillion

Top Word Pairs in Tweet in G1:
[3382] look,forward
[3382] forward,making
[3382] making,india
[1691] india,ten
[1691] ten,trillion
[1691] trillion,dollar
[1691] dollar,economy
[1691] economy,look
[1691] india,third
[1689] third,largest

Top Word Pairs in Tweet in G2:
[1249] lowest,black
[1249] black,unemployment
[1249] unemployment,rate
[1249] rate,lowest
[1249] lowest,hispanic
[1249] hispanic,unemployment
[1249] unemployment,lowest
[1249] lowest,women
[1249] women,unemployment
[1249] unemployment,60

Top Word Pairs in Tweet in G3:
[12] renewable,energy
[11] clean,energy
[10] green,energy
[10] sunrisemvmt,senfeinstein
[10] ca,senator
[10] senator,kdeleon
[10] kdeleon,speaks
[10] speaks,ucberc
[10] ucberc,energy
[10] energy,summit

Top Word Pairs in Tweet in G4:
[222] south,africa
[221] egypt,rises
[221] rises,overtaking
[221] overtaking,south
[221] africa,egypt's
[221] egypt's,economy
[221] economy,gdp
[221] gdp,1
[221] 1,13
[221] 13,trillion

Top Word Pairs in Tweet in G5:
[210] fossil,fuel
[208] m,calling
[208] calling,green
[208] green,new
[208] new,deal
[208] deal,break
[208] break,fossil
[208] fuel,industry
[208] industry,s
[208] s,stranglehold

Top Word Pairs in Tweet in G6:
[2] those,acknowledge
[2] acknowledge,importance
[2] importance,decarbonizing
[2] decarbonizing,economy
[2] economy,recognize
[2] recognize,cosmically
[2] cosmically,difficult
[2] difficult,going

Top Word Pairs in Tweet in G7:
[14] clean,energy
[10] energy,economy
[10] look,forward
[10] forward,making
[10] making,india
[10] renewable,energy
[9] emissions,reduction
[7] greenhouse,gas
[7] gas,emissions
[7] climate,change

Top Word Pairs in Tweet in G8:
[89] making,india
[87] look,forward
[87] forward,making
[46] third,largest
[45] largest,economy
[43] trillion,dollar
[43] dollar,economy
[42] india,ten
[42] ten,trillion
[42] economy,look

Top Word Pairs in Tweet in G9:
[71] fderugy,gretathunberg
[71] gretathunberg,gouvernementfr
[71] gouvernementfr,bienvenue
[71] bienvenue,france
[71] france,pays
[71] pays,qui
[71] qui,ne
[71] ne,respecte
[71] respecte,pas
[71] pas,ses

Top Word Pairs in Tweet in G10:
[135] unemployment,lowest
[68] lowest,hispanic
[68] hispanic,unemployment
[68] lowest,black
[68] black,unemployment
[68] lowest,women
[68] women,unemployment
[67] economy,better
[67] better,lowest
[66] realmattwalter,economy

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@kamalaharris
@ashbaloghnm
@realjameswoods
@cmclymer
@iamiqrakhalid
@brianschatz
@sengillibrand
@meansnefarious
@mr_matmccabe

Top Replied-To in G1:
@pmoindia

Top Replied-To in G3:
@aoc
@ashbaloghnm
@kamalaharris
@cmclymer
@gingerhads
@bradwyatt88
@sunrisemvmt
@athomeactivism
@jondipippo1
@repdebhaaland

Top Replied-To in G5:
@sengillibrand

Top Replied-To in G6:
@jwspry
@jysexton
@shunyata2000
@dieterfrikadell
@mhayden951

Top Replied-To in G8:
@narendramodi
@dpradhanbjp

Top Replied-To in G9:
@fderugy
@jwoods_57

Top Mentioned
Top Mentioned in Entire Graph:
@pmoindia
@charliekirk11
@hallaboutafrica
@sengillibrand
@gretathunberg
@gouvernementfr
@racfrance
@fderugy
@realmattwalter
@bruceanderson

Top Mentioned in G1:
@pmoindia
@yogigovtupdates
@india_policy
@cmforgujarat
@cmo_gujarat

Top Mentioned in G2:
@charliekirk11

Top Mentioned in G3:
@aoc
@senfeinstein
@sunrisemvmt
@kdeleon
@ucberc
@climateone
@senmarkey
@saikatc
@_waleedshahid
@teleos

Top Mentioned in G4:
@hallaboutafrica

Top Mentioned in G5:
@sengillibrand
@mollyhc

Top Mentioned in G6:
@drvox
@roypentland
@jaggermickoz
@tan123
@alan_poirier
@hausfath
@priscian
@altus_arc
@stormsignalsa
@tangomitteckel

Top Mentioned in G7:
@frazierbrave
@samuelqprescott
@jeffwilsontech
@zapaman
@pemcarbon
@latinamelissa73

Top Mentioned in G8:
@amitkalraj
@bjp4india
@narendramodi
@meaindia
@sushmaswaraj
@erna_solberg
@pmoindia
@rajksinghindia
@gudlaugurthor
@cop21

Top Mentioned in G9:
@gretathunberg
@gouvernementfr
@racfrance
@fderugy
@algore
@tesla

Top Mentioned in G10:
@realmattwalter
@charliekirk11

Top Tweeters
Top Tweeters in Entire Graph:
@asamoh_
@mithu796311
@_redfrog
@parthpa07241800
@chuddles11
@drdaveanddee
@ibhagwa_n
@thereal_rebel
@dhruvbhim
@debashishhits

Top Tweeters in G1:
@mithu796311
@parthpa07241800
@ibhagwa_n
@dhruvbhim
@atlantesindia
@n2r3ndr2
@princessbibirf_
@rajendr76194898
@ssharma68
@happanarinder

Top Tweeters in G2:
@raumunz
@toby_dorena
@votingred1
@latinmass9876
@copipega
@wagsilmar
@jetrotter
@magannohate
@growingaway
@maryosb36485285

Top Tweeters in G3:
@inspiteoftrump
@red__rover
@sexygirl798
@karolcummins
@adekleine
@norsemndem
@motrpolitics1
@marymjoneil
@armandodkos
@riotwomennn

Top Tweeters in G4:
@asamoh_
@mithisa_motho
@tzdiscovery
@labeecee15
@julietkego
@africaupdates
@udosa_
@evode7
@imwaurakimani
@tomirikods

Top Tweeters in G5:
@drdaveanddee
@onahunttoday
@actdontreact
@givemepie360
@teram323tere
@estarianne
@mortgageconsult
@safiyahnoor1
@jsno_buni
@freehawk

Top Tweeters in G6:
@robchristie11
@dctftw
@tokyo_tom
@tan123
@luisbaram
@alan_poirier
@stevesgoddard
@craigthomler
@jwspry
@friendsoscience

Top Tweeters in G7:
@deepgreendesign
@realdanielglenn
@asj519
@tea0704
@mlas
@legiscantx
@chronlaw
@mdhillraiser
@yungneocon
@bexofeasttex

Top Tweeters in G8:
@ramsabjym
@dr_ram_official
@chintanvedant
@neeta_pankaj
@ajaykushwaha_
@veerlotus
@saffron_rounak
@manojhindustni
@prakash12joshi
@avichal_mishra

Top Tweeters in G9:
@laybrosluc
@wimocean
@chaud_frais
@leventquisouffl
@philou10eme
@nardinemorano
@insoumiscbv
@martialpetiot
@domiviti
@moulinetto

Top Tweeters in G10:
@jjwills2
@shelleybean01
@1718106j
@dekelley14
@freidablancha12
@sjlnlgl5451
@merisia56
@jujube23
@smalltownandrew
@einsteinmaga


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