(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction), Twitter, 9/3/2019 3:47:12 PM, 208613


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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:
September 03, 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/2zJZwq4
@aoc
@berniesanders
@tulsigabbard
@gretathunberg
@cosmic_slice
@1kevin_t
@zatzi
@ernie_plumley
@scvindy
@bryonnym

Top hashtags:


Description:
Description
The graph represents a network of 6,035 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, 03 September 2019 at 10:24 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 1-day, 21-hour, 5-minute period from Thursday, 29 August 2019 at 01:44 UTC to Friday, 30 August 2019 at 22:49 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 : 6035
Unique Edges : 6559
Edges With Duplicates : 381
Total Edges : 6940
Number of Edge Types : 3
Tweet : 634
Mentions : 5924
Replies to : 382
Self-Loops : 634
Reciprocated Vertex Pair Ratio : 0.0129402129402129
Reciprocated Edge Ratio : 0.0255498059508409
Connected Components : 812
Single-Vertex Connected Components : 284
Maximum Vertices in a Connected Component : 1726
Maximum Edges in a Connected Component : 2329
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.979741
Graph Density : 0.000169819243013698
Modularity : 0.884259
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://www.rateitgreen.com/green-building-articles/the-7-most-sustainable-cities-in-the-world/102
[9] https://www.wri.org/blog/2019/08/despite-challenges-virginia-cities-envision-bold-clean-energy-future
[9] https://www.thepostmillennial.com/trudeaus-economy-is-a-total-failure/
[9] https://www.jayinslee.com/issues/100clean
[9] https://www.jayinslee.com/issues/evergreen-economy
[7] https://www.adn.com/business-economy/energy/2019/08/29/bp-and-hilcorp-should-both-benefit-from-blockbuster-deal-in-alaska-experts-say/
[6] https://www.eia.gov/energyexplained/?page=us_energy_home
[6] https://www.ons.gov.uk/economy/environmentalaccounts/articles/aburningissuebiomassisthebiggestsourceofrenewableenergyconsumedintheuk/2019-08-30
[6] https://biomarketinsights.com/5-minutes-with-katharine-teague-head-of-advocacy-and-sustainability-at-ab-sugar/
[5] https://twitter.com/jbruggers/status/1167444612203462656

Top URLs in Tweet in G1:
[1] https://twitter.com/29marchbetrayal/status/1166863167760273408

Top URLs in Tweet in G2:
[1] http://www.newtondailynews.com/2019/08/20/castro-tours-tpi-touts-wind-energy-in-newton-campaign-stop/aw3alt7/

Top URLs in Tweet in G4:
[3] https://www.adn.com/business-economy/energy/2019/08/29/bp-and-hilcorp-should-both-benefit-from-blockbuster-deal-in-alaska-experts-say/
[3] https://www.nytimes.com/2019/08/29/climate/epa-methane-greenhouse-gas.html
[3] https://environmentamerica.org/news/ame/new-climate-plan-100-clean-energy-economy-act
[3] https://id.elsevier.com/as/authorization.oauth2?platSite=SD%2Fscience&scope=openid+email+profile+els_auth_info+urn%3Acom%3Aelsevier%3Aidp%3Apolicy%3Aproduct%3Ainst_assoc&response_type=code&redirect_uri=https%3A%2F%2Fwww.sciencedirect.com%2Fuser%2Fidentity%2Flanding&authType=SINGLE_SIGN_IN&prompt=none&client_id=SDFE-v2&state=retryCounter%3D0%26csrfToken%3D1fab9dcb-c681-4bbd-a027-bba705f50622%26idpPolicy%3Durn%253Acom%253Aelsevier%253Aidp%253Apolicy%253Aproduct%253Ainst_assoc%26returnUrl%3D%252Fscience%252Farticle%252Fpii%252FS258923471930051X%253Fvia%25253Dihub%26prompt%3Dnone%26cid%3Darp-589b0e1d-e564-4759-af39-e4e35f62abaa
[2] https://www.abcnewsgh.com/government-focused-on-developing-efficient-financially-sustainable-energy-economy-bawumia/
[2] as
[2] https://twitter.com/realdonaldtrump/status/1167064301565358080
[2] https://www.nytimes.com/2019/08/29/business/energy-environment/methane-regulation-reaction.html
[2] https://tradeforprofit.net/2019/08/flagship-bangalore-real-estate-development-to-showcase-indias-clean-electricity-future-with-reliable-electric-power-from-bloom-energy/
[2] https://finance.yahoo.com/news/flagship-bangalore-real-estate-development-130000773.html

Top URLs in Tweet in G5:
[1] https://twitter.com/thehill/status/1166904831157690368

Top URLs in Tweet in G6:
[1] https://www.forbes.com/sites/rickungar/

Top URLs in Tweet in G7:
[1] https://www.vox.com/energy-and-environment/2019/8/30/20835091/amazon-rainforest-fire-wildfire-bolsonaro?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://www.vox.com/energy-and-environment/2019/8/30/20840224/businesses-oppose-trump-deregulatory-agenda-rules?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://www.vox.com/energy-and-environment/2019/8/30/20840224/businesses-oppose-trump-deregulatory-agenda-rules?utm_campaign=drvox&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://www.wsj.com/articles/energy-companies-set-to-get-reprieve-on-methane-rules-11567051201
[1] https://www.reuters.com/article/us-autos-emissions-trump/trump-criticizes-automakers-for-not-backing-fuel-economy-rollback-idUSKCN1VB1QQ
[1] https://twitter.com/pmagn/status/1163971730483712002?s=19
[1] https://twitter.com/pmagn/status/1167424504680701952

Top URLs in Tweet in G9:
[5] https://www.eia.gov/energyexplained/?page=us_energy_home
[4] https://www.thehindubusinessline.com/economy/agri-business/punjab-farm-policy-draft-mulls-cap-on-paddy-crop-cut-in-power-subsidy/article29286126.ece
[3] https://money.cnn.com/2017/10/27/news/economy/puerto-rico-whitefish-montana-deal/index.html
[2] https://www.theguardian.com/environment/2019/aug/30/australia-carbon-emissions-rise-again-greenhouse-gas-lng?CMP=share_btn_tw
[1] https://twitter.com/TheAusInstitute/status/1167238113267261441
[1] https://twitter.com/crankie58/status/1166823203630485505
[1] https://www.iea.org/newsroom/news/2019/july/iea-hosts-high-level-meeting-on-technologies-for-a-clean-energy-future.html?utm_content=bufferf1dca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://reneweconomy.com.au/taylor-gaslights-as-australia-hits-seven-year-high-on-emissions-66162/
[1] https://defendourfuture.org/100-clean-is-100-achievable/
[1] https://twitter.com/ActOnClimateVic/status/1166833770772779014

Top URLs in Tweet in G10:
[9] https://www.jayinslee.com/issues/100clean
[9] https://www.jayinslee.com/issues/evergreen-economy
[1] https://gailtheactuary.files.wordpress.com/2017/08/x-y-graph-of-energy-consumption-and-world-gdp-to-2016.png?w=640&h=372
[1] https://apnews.com/3f194baa7b9d4aff87b326e8cf03c380
[1] https://www.jayinslee.com/issues/global-climate
[1] https://www.jayinslee.com/issues/freedom-from-fossil-fuels
[1] https://www.jayinslee.com/issues/climate-justice
[1] https://www.jayinslee.com/issues/growing-rural-prosperity
[1] https://insideclimatenews.org/news/22082019/sanders-green-new-deal-climate-change-plan-fossil-fuels-transition-16-trillion
[1] https://www.washingtonpost.com/news/powerpost/paloma/the-energy-202/2019/08/22/the-energy-202-bernie-sanders-announces-a-16-3-trillion-green-new-deal/5d5d77df88e0fa7bb93a8653/

Top Domains
Top Domains in Tweet in Entire Graph:
[102] twitter.com
[22] jayinslee.com
[18] rateitgreen.com
[16] financialpost.com
[15] com.au
[14] co.uk
[14] theguardian.com
[13] adn.com
[12] bloomberg.com
[10] youtube.com

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

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

Top Domains in Tweet in G4:
[32] twitter.com
[7] tradeforprofit.net
[6] nytimes.com
[6] co.uk
[5] adn.com
[5] theguardian.com
[5] net.au
[5] linkedin.com
[4] com.au
[3] blogspot.com

Top Domains in Tweet in G5:
[1] twitter.com

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

Top Domains in Tweet in G7:
[3] vox.com
[2] twitter.com
[1] wsj.com
[1] reuters.com

Top Domains in Tweet in G9:
[5] eia.gov
[4] thehindubusinessline.com
[3] twitter.com
[3] theguardian.com
[3] cnn.com
[2] com.au
[1] iea.org
[1] defendourfuture.org
[1] instagram.com
[1] net.au

Top Domains in Tweet in G10:
[22] jayinslee.com
[1] wordpress.com
[1] apnews.com
[1] insideclimatenews.org
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[119] energy
[95] renewableenergy
[72] economy
[65] power
[62] globalwarming
[53] bangkok
[42] cleanenergy
[27] sustainability
[26] nuclear
[26] energyefficiency



Top Hashtags in Tweet in G2:
[1] earthday
[1] cleanenergy

Top Hashtags in Tweet in G3:
[1] no
[1] water
[1] telecommunication
[1] energy
[1] transport

Top Hashtags in Tweet in G4:
[28] energy
[18] economy
[8] oil
[5] climatechange
[5] business
[5] news
[4] environment
[4] investments
[4] resources
[4] climatecrisis

Top Hashtags in Tweet in G8:
[1] rajasthan
[1] barmer

Top Hashtags in Tweet in G9:
[12] whereismcsally
[9] energy
[9] economy
[5] greennewdeal
[5] fossilfuels
[5] agriculture
[4] climatechange
[4] cost
[4] technical
[4] development

Top Hashtags in Tweet in G10:
[3] greennewdeal
[1] climatecrisis

Top Words
Top Words in Tweet in Entire Graph:
[5104] Words in Sentiment List#1: Positive
[3993] Words in Sentiment List#2: Negative
[37] Words in Sentiment List#3: Angry/Violent
[125716] Non-categorized Words
[134814] Total Words
[1586] energy
[1410] clean
[1236] economy
[959] today
[949] over

Top Words in Tweet in G1:
[869] over
[869] 5bn
[869] 5
[869] months
[869] 180
[869] uk
[869] household
[869] waste
[869] left
[869] march

Top Words in Tweet in G2:
[415] tulsigabbard
[415] newton
[415] country
[414] amazing
[414] visit
[414] today
[414] workers
[414] ia
[414] building
[414] wind

Top Words in Tweet in G3:
[730] mine
[365] visited
[365] zimbabwe
[365] today
[365] new
[365] relies
[365] 100
[365] diesel
[365] power
[365] generation

Top Words in Tweet in G4:
[220] energy
[150] economy
[77] emissions
[68] reduction
[68] s
[63] clean
[51] future
[34] carbon
[33] more
[28] new

Top Words in Tweet in G5:
[169] story
[159] economy
[159] ran
[158] everybody
[158] knows
[158] lying
[158] media
[158] stories
[158] going
[158] toward

Top Words in Tweet in G6:
[6] energy
[4] sonoscrutinizer
[4] drummondjeff
[4] keecowang5
[4] someotherperso3
[3] michael36213243
[3] china
[3] world
[3] asinister
[3] nicolasdenver

Top Words in Tweet in G7:
[81] businesses
[72] agenda
[53] new
[53] post
[53] years
[53] reliably
[53] battling
[53] against
[53] regulation
[53] many

Top Words in Tweet in G8:
[228] hs
[115] project
[114] matter
[114] joy
[114] mangala
[114] processing
[114] terminal
[114] cmpltd
[114] 10
[114] yrs

Top Words in Tweet in G9:
[65] emissions
[39] energy
[39] reduction
[38] rising
[29] minister
[26] angustaylormp
[22] aoc
[22] again
[21] clean
[20] emission

Top Words in Tweet in G10:
[80] berniesanders
[76] climate
[66] today
[65] change
[63] m
[63] trail
[63] myrtle
[63] beach
[63] holding
[63] town

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[869] over,5bn
[869] 5bn,5
[869] 5,months
[869] months,180
[869] 180,uk
[869] uk,household
[869] household,waste
[869] waste,left
[869] left,march
[869] march,clean

Top Word Pairs in Tweet in G1:
[869] over,5bn
[869] 5bn,5
[869] 5,months
[869] months,180
[869] 180,uk
[869] uk,household
[869] household,waste
[869] waste,left
[869] left,march
[869] march,clean

Top Word Pairs in Tweet in G2:
[414] amazing,visit
[414] visit,today
[414] today,workers
[414] workers,newton
[414] newton,ia
[414] ia,building
[414] building,wind
[414] wind,turbines
[414] turbines,installation
[414] installation,country

Top Word Pairs in Tweet in G3:
[365] visited,mine
[365] mine,zimbabwe
[365] zimbabwe,today
[365] today,new
[365] new,mine
[365] mine,relies
[365] relies,100
[365] 100,diesel
[365] diesel,power
[365] power,generation

Top Word Pairs in Tweet in G4:
[28] clean,energy
[21] emissions,reduction
[16] energy,economy
[15] renewable,energy
[13] flagship,bangalore
[13] bangalore,real
[13] real,estate
[13] estate,development
[13] development,showcase
[13] clean,electricity

Top Word Pairs in Tweet in G5:
[158] everybody,knows
[158] knows,lying
[158] lying,media
[158] media,ran
[158] ran,stories
[158] stories,economy
[158] economy,going
[158] going,toward
[158] toward,recession
[158] recession,fake

Top Word Pairs in Tweet in G6:
[3] nicolasdenver,matt_clough
[3] matt_clough,bjames280961
[3] bjames280961,r0samond
[3] r0samond,greensat1
[3] greensat1,nimn2019
[3] nimn2019,spock246
[3] spock246,anthony_james_x
[3] friendsoscience,chrisparry
[3] chrisparry,altus_arc
[3] altus_arc,bomac_macbo

Top Word Pairs in Tweet in G7:
[53] new,post
[53] post,years
[53] years,reliably
[53] reliably,battling
[53] battling,against
[53] against,regulation
[53] regulation,many
[53] many,businesses
[53] businesses,find
[53] find,themselves

Top Word Pairs in Tweet in G8:
[114] matter,joy
[114] joy,mangala
[114] mangala,processing
[114] processing,terminal
[114] terminal,hs
[114] hs,cmpltd
[114] cmpltd,10
[114] 10,yrs
[114] yrs,crude
[114] crude,oil

Top Word Pairs in Tweet in G9:
[30] emissions,reduction
[20] reduction,minister
[20] minister,angustaylormp
[19] latest,emission
[19] emission,data
[19] data,rising
[19] rising,again
[19] again,emissions
[19] angustaylormp,claims
[19] claims,rising

Top Word Pairs in Tweet in G10:
[65] climate,change
[63] today,m
[63] m,trail
[63] trail,myrtle
[63] myrtle,beach
[63] beach,berniesanders
[63] berniesanders,holding
[63] holding,town
[63] town,hall
[63] hall,climate

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gwedemantashe1
@berniesanders
@aoc
@brhodes
@rich_teer
@chelseahandler
@cnn
@justintrudeau
@sprinkhole

Top Replied-To in G2:
@tulsigabbard

Top Replied-To in G3:
@fortunechasi
@nambitha

Top Replied-To in G5:
@bullpup2a

Top Replied-To in G6:
@sonoscrutinizer
@michael36213243
@wlbeeton
@resp4wn

Top Replied-To in G9:
@sprinkhole
@berniesanders
@aoc
@gretathunberg
@jonatha55077308
@chicagobeers1
@climatehuman
@jukantos
@theausinstitute
@senmcsallyaz

Top Replied-To in G10:
@berniesanders
@davequast
@alan_centa
@mikeh58402159
@gabrielreichler
@transfigurati0n
@donnythehawk

Top Mentioned
Top Mentioned in Entire Graph:
@zatzi
@tulsigabbard
@koko_matshela
@ernie_plumley
@ashokgehlot51
@_waleedshahid
@berniesanders
@paola_dec1231
@keepcarenewable
@megkinnardap

Top Mentioned in G1:
@zatzi

Top Mentioned in G2:
@tulsigabbard
@tpi_composites
@awea
@powerupiowa
@juliancastro

Top Mentioned in G3:
@koko_matshela
@irvinjimsa
@tito_mboweni
@fortunechasi
@teffujoy
@nambitha

Top Mentioned in G4:
@nanowiki
@consultus_group
@sdclimateaction
@stanfordkingctr
@john_rhysjones

Top Mentioned in G5:
@ernie_plumley
@bryonnym
@carolina4potus
@aoc

Top Mentioned in G6:
@drummondjeff
@keecowang5
@someotherperso3
@asinister
@nicolasdenver
@matt_clough
@bjames280961
@r0samond
@greensat1
@nimn2019

Top Mentioned in G7:
@drvox
@jesselehrich
@voxdotcom
@umairfan
@kevinclimate

Top Mentioned in G8:
@ashokgehlot51

Top Mentioned in G9:
@angustaylormp
@richiemerzian
@aoc
@sierraclubaz
@senmcsallyaz
@gretathunberg
@cleanairmoms_az
@mifamiliavota
@envirovic
@igoonytunez

Top Mentioned in G10:
@berniesanders
@megkinnardap
@jamalraad
@insideclimate
@tulsigabbard
@thepumamama
@foe_us
@mjgranger1
@jwmaddenobe
@tjeulel

Top Tweeters
Top Tweeters in Entire Graph:
@wengzkie28
@jojokejohn
@noranoracampos
@georgekurianinc
@phildecarolis
@environmentguru
@geoffrey_payne
@mackaysuzie
@santos_08bern
@mlnangalama

Top Tweeters in G1:
@wardj15
@annispice
@alanjohnson35
@tyrelle123
@kulganofcrydee
@heidiec5
@mrstone0856
@thorpelynden
@alfisutton
@agapanthus49

Top Tweeters in G2:
@phildecarolis
@dgendvil
@earlworthington
@nofascistlies
@positivelyjoan
@russmove
@journeyman15
@mjfsteeler
@oteachjohn
@ninma_

Top Tweeters in G3:
@_uzamo
@baba_ka_okuhle
@bennittolindani
@lakhilakhi5
@zhitovic
@nkanyiso_ngqulu
@iamledunco
@landnoli
@mokgadimaeko
@mxo1

Top Tweeters in G4:
@itsforhome
@seekingalpha
@newsfromspi
@crweworld
@hedgebz
@iam__network
@usacsmret
@swirlosquirrel
@hedgeenergy
@ketan72

Top Tweeters in G5:
@debrammason1
@reneecarrollaz
@harrellryan1
@texangalcindy
@trucker4america
@consmover
@superyayadize
@barracuda_bella
@sigstarget
@baalter

Top Tweeters in G6:
@bledsoechuck
@politico
@charlied2749
@larryputt
@t2gunner
@forbes
@upyours555
@cromwellstuff
@sunflowermoon14
@mcginnkeven

Top Tweeters in G7:
@mharvey816
@thereal_rebel
@metaquest
@homegypsy
@sws_edu
@tyberzannxxxx
@jmhamiltonblog
@gwydion620
@marcvegan
@thecorollary

Top Tweeters in G8:
@georgekurianinc
@shanmugam_18
@babun1515
@i_am_ibbu
@hearthacker41
@niki_hi81
@langamahesh
@khaleelwarsi
@rajendra9414
@ratanjangir8

Top Tweeters in G9:
@awelab1956
@roxann_minerals
@michaelpurvis64
@jmarrmarr
@luisbaram
@coonavass
@kate_eviva
@takvera
@malurussally
@garigalanj

Top Tweeters in G10:
@jojokejohn
@drdaveanddee
@mjgranger1
@senseof_outrage
@mojos55
@veggie64_leslie
@tates5a
@leoluminary
@nursevictoria11
@wavesofeuphoria


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