(clean (tech OR technology OR energy OR economy OR jobs OR energy future)) OR (energy economy) OR (emissions reduction), Twitter, 7/7/2019 9:59:01 AM, 202287


FAQ | Problem?

(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:
July 07, 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/2G1GwXM
@realdonaldtrump
@pauledawson
@ejottweet
@profpcdoherty
@jurylady5
@pjogs
@henryk_b_
@theage
@gdawg54
@askanshul

Top hashtags:


Description:
Description
The graph represents a network of 6,007 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 Sunday, 07 July 2019 at 09:23 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 3-day, 1-hour, 57-minute period from Wednesday, 03 July 2019 at 20:57 UTC to Saturday, 06 July 2019 at 22:55 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 : 6007
Unique Edges : 7491
Edges With Duplicates : 366
Total Edges : 7857
Number of Edge Types : 3
Mentions : 6987
Tweet : 517
Replies to : 353
Self-Loops : 517
Reciprocated Vertex Pair Ratio : 0.00714085690282834
Reciprocated Edge Ratio : 0.0141804532184068
Connected Components : 655
Single-Vertex Connected Components : 254
Maximum Vertices in a Connected Component : 2499
Maximum Edges in a Connected Component : 4118
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.22325
Graph Density : 0.000199373347367354
Modularity : 0.833348
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[138] https://blog.datawrapper.de/weekly-chart-greenhouse-gas-emissions-climate-crisis/
[35] https://economics21.org/inconvenient-realities-new-energy-economy
[14] https://www.euronews.com/living/2019/07/04/nine-sustainable-economy-startups-aiming-to-clean-up-our-future
[11] https://www.energy.imdea.org/events/2019/intelligent-materials-artificial-photosynthesis-towards-circular-economy
[7] https://www.business-standard.com/article/economy-policy/sitharaman-s-maiden-budget-dashes-hopes-of-renewable-energy-developers-119070600601_1.html
[7] https://www.youtube.com/watch?v=QAXF9MNSOwo

[6] https://grist.org/article/bitcoin-could-cost-us-our-clean-energy-future/
[6] https://www.manhattan-institute.org/green-energy-revolution-near-impossible
[6] https://m.soundcloud.com/iiea/angela-wilkinson-alexandru-floristean-hydrogen-the-future-of-clean-energy
[5] http://www.arabnews.com/node/1521181/business-economy

Top URLs in Tweet in G1:
[1] https://www.theadvocate.com/baton_rouge/opinion/article_76b8086e-9d9a-11e9-b22e-d39a92b93798.html
[1] https://www.youtube.com/watch?v=pB6rLhFL-kI&feature=youtu.be

[1] https://twitter.com/realdonaldtrump/status/1147150754911797249

Top URLs in Tweet in G2:
[1] https://economics21.org/inconvenient-realities-new-energy-economy

Top URLs in Tweet in G3:
[1] https://www.indiabudget.gov.in/economicsurvey/

Top URLs in Tweet in G4:
[3] https://www.bbc.co.uk/news/uk-48875361
[2] https://economics21.org/inconvenient-realities-new-energy-economy
[1] https://trib.al/nWISJat
[1] https://twitter.com/albertaseparate/status/1147572791551520769
[1] https://www.cambridge.org/core/journals/mrs-energy-and-sustainability/article/lessons-from-technology-development-for-energy-and-sustainability/2D40F35844FEFEC37FDC62499DDBD4DC/core-reader
[1] https://cen.acs.org/energy/renewables/Recycling-renewables/96/i15
[1] https://www.nei.org/news/2019/nuclear-policymakers-clean-energy-future
[1] https://www.nei.org/news/2019/senate-nuclear-energy-leadership-bill
[1] https://business.financialpost.com/feature/innovation-energy-oilsands-step-up-to-take-on-clean-tech-challenge?utm_medium=Social&utm_source=Twitter#Echobox=1562340402
[1] https://economics21.org/inconvenient-realities-new-energy-economy?fbclid=IwAR1mDz6hOnKPQgqetC_0X9r3CULfqKouXexVfKfcHnrgxUJwvE6T00lXoFQ

Top URLs in Tweet in G5:
[7] https://economics21.org/inconvenient-realities-new-energy-economy
[3] https://www.euronews.com/living/2019/07/04/nine-sustainable-economy-startups-aiming-to-clean-up-our-future
[2] https://www.manhattan-institute.org/green-energy-revolution-near-impossible
[2] https://www.fastcompany.com/90366185/green-new-deal-100-percent-clean-energy-will-help-economy
[2] https://www.youtube.com/watch?v=Y8G5rK6TkrY&app=desktop

[2] https://www.energy.gov/eere/water/downloads/powering-blue-economy-report
[2] https://www.reuters.com/article/us-china-unionpay-special-report/special-report-how-chinas-official-bank-card-is-used-to-smuggle-money-idUSBREA2B00820140312
[2] https://aws.amazon.com/about-aws/whats-new/2019/07/us-commercial-regions-now-accept-chinese-yuan-payments-from-china-based-customers/
[2] https://www.gov.uk/government/news/big-wins-for-british-businesses-as-vice-premier-hu-chunhua-visits
[2] https://energy.economictimes.indiatimes.com/news/power/pm-modis-post-election-budget-is-a-key-chance-to-spur-a-waning-economy/70083577

Top URLs in Tweet in G6:
[1] https://www.theguardian.com/environment/2019/jul/04/planting-billions-trees-best-tackle-climate-crisis-scientists-canopy-emissions
[1] https://thehill.com/hilltv/rising/451497-climate-scientist-michael-mann-calls-for-world-war-type-mobilization-to-combat
[1] https://www.sfchronicle.com/opinion/openforum/article/Loosening-rules-on-coal-plants-is-bad-for-the-14026591.php

Top URLs in Tweet in G7:
[137] https://blog.datawrapper.de/weekly-chart-greenhouse-gas-emissions-climate-crisis/

Top URLs in Tweet in G8:
[3] https://reneweconomy.com.au/nuclear-power-exits-australias-energy-debate-enters-culture-wars-47702/
[2] https://onestepoffthegrid.com.au/zen-energy-signs-up-to-install-massive-solar-array-at-tonsley-innovation-district/
[1] https://thehill.com/hilltv/rising/451497-climate-scientist-michael-mann-calls-for-world-war-type-mobilization-to-combat
[1] https://www.jayinslee.com/issues/evergreen-economy#ensuring-good-jobs-with-family-supporting-wages-benefits-anchor
[1] https://twitter.com/TeelaResists/status/1147557263554560000
[1] https://fortune.com/2019/07/02/renewable-solar-wind-energy-investment/
[1] https://reneweconomy.com.au/worlds-largest-single-solar-project-now-operational-in-abu-dhabi-10713/
[1] https://calstart.org/calstart-announces-transforming-trucking-leg-goals/
[1] https://www.chargepoint.com/blog/event-highlights-vancouvers-commitment-clean-energy-ev-charging/
[1] https://reneweconomy.com.au/worlds-largest-single-solar-project-now-operational-in-abu-dhabi-10713/?utm_source=RE+Daily+Newsletter&utm_campaign=7a65273801-EMAIL_CAMPAIGN_2019_07_04_04_48&utm_medium=email&utm_term=0_46a1943223-7a65273801-40350333

Top URLs in Tweet in G9:
[1] https://www.eia.gov/energyexplained/?page=us_energy_home
[1] https://thehill.com/policy/energy-environment/451516-moodys-analytics-predicts-climate-change-costs-up-to-69-trillion-by
[1] https://twitter.com/Noahpinion/status/1147196481062879232
[1] https://climatecrisis.house.gov/committee-activity/hearings
[1] https://fortune.com/2019/07/02/renewable-solar-wind-energy-investment/
[1] https://www.theage.com.au/politics/federal/could-hydrogen-energy-be-australia-s-future-this-village-might-show-us-how-20190705-p524h8.html
[1] https://www.rrr.org.au/explore/programs/the-grapevine/episodes/8217-the-grapevine-1-july-2019
[1] https://www.huffpost.com/entry/trump-coal-epa-energy-plan_n_5d095fa5e4b0f7b74428a1f9
[1] https://www.ctvnews.ca/canada/house-made-from-recycled-plastic-bottles-could-help-environment-and-economy-1.4489631
[1] https://www.youtube.com/watch?v=tHO1ebNxhVI&feature=youtu.be


Top URLs in Tweet in G10:
[3] https://economics21.org/inconvenient-realities-new-energy-economy

Top Domains
Top Domains in Tweet in Entire Graph:
[138] datawrapper.de
[81] twitter.com
[40] economics21.org
[17] euronews.com
[16] theguardian.com
[15] davidsuzuki.org
[14] youtube.com
[12] co.uk
[11] imdea.org
[11] com.au

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

Top Domains in Tweet in G2:
[1] economics21.org

Top Domains in Tweet in G3:
[1] gov.in

Top Domains in Tweet in G4:
[3] economics21.org
[3] co.uk
[2] nei.org
[2] financialpost.com
[1] trib.al
[1] twitter.com
[1] cambridge.org
[1] acs.org
[1] citizensclimatelobby.org
[1] bloomberg.com

Top Domains in Tweet in G5:
[22] twitter.com
[15] davidsuzuki.org
[9] economics21.org
[9] smh.re
[6] euronews.com
[4] co.uk
[3] indiatimes.com
[3] thehill.com
[3] theguardian.com
[3] youtube.com

Top Domains in Tweet in G6:
[1] theguardian.com
[1] thehill.com
[1] sfchronicle.com

Top Domains in Tweet in G7:
[137] datawrapper.de

Top Domains in Tweet in G8:
[7] com.au
[1] thehill.com
[1] jayinslee.com
[1] twitter.com
[1] fortune.com
[1] calstart.org
[1] chargepoint.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] eia.gov
[1] thehill.com
[1] house.gov
[1] fortune.com
[1] com.au
[1] org.au
[1] huffpost.com
[1] ctvnews.ca
[1] youtube.com

Top Domains in Tweet in G10:
[3] economics21.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[486] economicsurvey2019
[75] energy
[62] climateaction
[46] renewables
[44] energytransition
[42] climateemergency
[40] digitalization
[37] budget2019
[36] westernbalkans
[35] climatechange



Top Hashtags in Tweet in G1:
[1] trump2020landslide
[1] winning
[1] tytarmy

Top Hashtags in Tweet in G3:
[481] economicsurvey2019
[1] manmohansingh
[1] solarenergy
[1] budgetfornewindia
[1] budget2019
[1] savemitherearth

Top Hashtags in Tweet in G4:
[24] renewables
[2] albertaseparation
[2] nuclear
[2] climate
[1] nofear
[1] uranium
[1] thorium
[1] repeal140a
[1] cop25
[1] greennewdeal

Top Hashtags in Tweet in G5:
[18] energy
[14] economy
[7] cleanenergy
[7] emissions
[6] climateaction
[6] climatechange
[6] renewableenergy
[5] oil
[4] alberta
[4] technology

Top Hashtags in Tweet in G6:
[14] climatechange
[1] fossilfuels
[1] renewable
[1] beyondcoal

Top Hashtags in Tweet in G7:
[1] earth
[1] sustainability
[1] health
[1] economy
[1] environment

Top Hashtags in Tweet in G8:
[48] climateaction
[11] readyforrenewal
[2] sb44
[2] cem10
[2] solar
[1] inslee2020
[1] transformingtrucking
[1] climateemergency
[1] cleanenergy
[1] solarpower

Top Hashtags in Tweet in G9:
[3] greennewdeal
[2] northernterritory
[1] energy
[1] global
[1] economy
[1] fossilfuels
[1] saturdaythoughts
[1] climatedebate
[1] climateemergency
[1] solar

Top Words
Top Words in Tweet in Entire Graph:
[4456] Words in Sentiment List#1: Positive
[3412] Words in Sentiment List#2: Negative
[25] Words in Sentiment List#3: Angry/Violent
[116644] Non-categorized Words
[124512] Total Words
[1925] energy
[1597] india
[1554] pm
[1344] economy
[1265] new

Top Words in Tweet in G1:
[1089] realdonaldtrump
[1070] stevescalise
[1068] new
[1066] democrat
[1066] presidential
[1066] candidates
[1065] filled
[1065] hatred
[1065] coming
[1065] orleans

Top Words in Tweet in G2:
[1506] india
[1504] pm
[755] solar
[755] energy
[754] gw
[753] achievement
[753] 20
[753] modi
[752] askanshul
[752] big

Top Words in Tweet in G3:
[485] economy
[483] narendramodi
[482] trillion
[481] #economicsurvey2019
[481] outlines
[481] vision
[481] achieve
[481] 5
[481] depicts
[481] gains

Top Words in Tweet in G4:
[32] half
[31] economy
[30] energy
[30] mikehudema
[26] power
[24] 98
[24] costa
[24] rica's
[24] already
[24] comes

Top Words in Tweet in G5:
[195] energy
[142] economy
[72] clean
[45] future
[45] reduction
[42] emissions
[35] s
[32] carbon
[26] renewable
[23] transition

Top Words in Tweet in G6:
[185] climate
[171] nature
[171] far
[171] effective
[171] advantageous
[171] way
[171] handle
[171] effects
[171] crisis
[171] reduction

Top Words in Tweet in G7:
[137] makes
[137] scale
[137] co2
[137] reduction
[137] challenge
[137] ahead
[137] very
[137] clear
[136] timoreilly

Top Words in Tweet in G8:
[61] need
[52] world
[50] energy
[49] according
[48] #climateaction
[48] michael
[48] mann
[48] war
[48] type
[48] mobilization

Top Words in Tweet in G9:
[53] clean
[28] green
[27] energy
[27] industry
[26] problem
[26] solve
[26] provide
[26] hydrogen
[26] australia's
[26] new

Top Words in Tweet in G10:
[190] costs
[190] store
[96] barrel
[96] oil
[96] equivalent
[95] less
[95] 0
[95] 50
[95] natural
[95] gas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1068] presidential,candidates
[1067] democrat,presidential
[1066] candidates,filled
[1066] filled,hatred
[1066] hatred,realdonaldtrump
[1066] realdonaldtrump,coming
[1066] coming,new
[1066] new,orleans
[1066] orleans,sell
[1065] sell,radical

Top Word Pairs in Tweet in G1:
[1066] democrat,presidential
[1066] presidential,candidates
[1065] candidates,filled
[1065] filled,hatred
[1065] hatred,realdonaldtrump
[1065] realdonaldtrump,coming
[1065] coming,new
[1065] new,orleans
[1065] orleans,sell
[1064] sell,radical

Top Word Pairs in Tweet in G2:
[753] 20,gw
[753] gw,solar
[753] solar,energy
[752] big,achievement
[752] achievement,ex
[752] ex,pm
[752] pm,manmohan
[752] manmohan,set
[752] set,target
[752] target,india

Top Word Pairs in Tweet in G3:
[481] #economicsurvey2019,outlines
[481] outlines,vision
[481] vision,achieve
[481] achieve,5
[481] 5,trillion
[481] trillion,economy
[481] economy,depicts
[481] depicts,gains
[481] gains,advancement
[480] narendramodi,#economicsurvey2019

Top Word Pairs in Tweet in G4:
[24] 98,costa
[24] costa,rica's
[24] rica's,power
[24] power,already
[24] already,comes
[24] comes,#renewables
[24] #renewables,half
[24] half,land
[24] land,covered
[24] covered,forest

Top Word Pairs in Tweet in G5:
[52] clean,energy
[34] energy,economy
[23] renewable,energy
[17] energy,future
[16] economy,canada
[16] emissions,reduction
[15] add,voice
[13] climate,change
[13] transition,clean
[10] carbon,economy

Top Word Pairs in Tweet in G6:
[171] nature,far
[171] far,effective
[171] effective,advantageous
[171] advantageous,way
[171] way,handle
[171] handle,effects
[171] effects,climate
[171] climate,crisis
[171] crisis,reduction
[170] bellalack,nature

Top Word Pairs in Tweet in G7:
[137] makes,scale
[137] scale,co2
[137] co2,reduction
[137] reduction,challenge
[137] challenge,ahead
[137] ahead,very
[137] very,clear
[136] timoreilly,makes

Top Word Pairs in Tweet in G8:
[48] #climateaction,according
[48] according,michael
[48] michael,mann
[48] mann,need
[48] need,world
[48] world,war
[48] war,type
[48] type,mobilization
[48] mobilization,means
[48] means,putting

Top Word Pairs in Tweet in G9:
[25] hydrogen,solve
[25] solve,australia's
[25] australia's,distance
[25] distance,problem
[25] problem,clean
[25] clean,green
[25] green,transport
[25] transport,provide
[25] provide,new
[25] new,major

Top Word Pairs in Tweet in G10:
[96] barrel,oil
[95] costs,less
[95] less,0
[95] 0,50
[95] 50,store
[95] store,barrel
[95] oil,equivalent
[95] equivalent,natural
[95] natural,gas
[95] gas,costs

Top Replied-To
Top Replied-To in Entire Graph:
@pacificpower_or
@stevescalise
@kattavernd
@bettemidler
@realdonaldtrump
@cathmckenna
@scottmorrisonmp
@mark_ivory_2020
@gunnersm87
@therynheart

Top Replied-To in G1:
@stevescalise
@realdonaldtrump
@gregshugar
@sarahresister
@mmpadellan
@gopchairwoman
@slay3rwolf313
@dgarr_

Top Replied-To in G2:
@legalkant
@askanshul

Top Replied-To in G3:
@narendramodi

Top Replied-To in G4:
@mikehudema
@tylermeredith
@bopinion
@robcass78
@adoolan34
@matthew10531896
@euphoriceuler
@jeastz1
@luciaratisbona
@johnolivermp

Top Replied-To in G8:
@jayinslee
@chargepointnet
@nikolaiwess

Top Replied-To in G9:
@gunnersm87
@pauledawson
@msnbc
@abc
@duceyco
@davidmweissman
@sensanders
@time
@nytclimate
@bappysteroo

Top Replied-To in G10:
@tarkesteijn

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@stevescalise
@askanshul
@narendramodi
@bellalack
@timoreilly
@sebastian_jkt
@murpharoo
@meanwhileincana
@keepcarenewable

Top Mentioned in G1:
@realdonaldtrump
@stevescalise
@pulte
@paulycham
@saywhen78
@hhooversghost
@gynomary
@sarahresister
@breitbartnews
@drpc_1a

Top Mentioned in G2:
@askanshul

Top Mentioned in G3:
@narendramodi
@askanshul
@sarbanandsonwal
@dpradhanbjp

Top Mentioned in G4:
@mikehudema
@albertaseparate
@justintrudeau
@bopinion
@gillesnfio
@tangomitteckel
@saferstone
@euphoriceuler
@martinbrampton
@stewartnial

Top Mentioned in G5:
@dipetane1
@one__unity

Top Mentioned in G6:
@bellalack
@kimperrotta57
@sierraclubmd
@cape_doctors

Top Mentioned in G7:
@timoreilly

Top Mentioned in G8:
@twcurrent
@jayinslee
@climatecouncil
@_sycs_
@renew_economy
@timbuckleyieefa
@nancyskinnerca
@portantino
@generalelectric
@xcelenergymn

Top Mentioned in G9:
@profpcdoherty
@aoc
@defendourfuture
@climatecrisis
@beyondzeronews
@gretathunberg
@sensanders
@connrbnsn
@chicagobeersnob
@stclairashley

Top Mentioned in G10:
@sebastian_jkt
@wpipperger
@alpsoy66

Top Tweeters
Top Tweeters in Entire Graph:
@belizean_bz
@sectest9
@jurylady5
@isthisab0t
@independent
@ginniasa
@itsforhome
@dclarediane
@cnnnews18
@ecointernetdrgb

Top Tweeters in G1:
@troubleddays
@frlarousse2
@debhiers1
@danaboos3
@ldiamond39
@stips620
@vmpcott
@shellykennisto1
@erengwam
@staythecourse7

Top Tweeters in G2:
@legalkant
@iarunmani
@namo_narayan80
@sanjay_dixit
@arvind291
@swesingh007
@skewedbrain
@sulabh_advait
@gopalbalaji
@ravibagri

Top Tweeters in G3:
@actindia
@apnsatish
@nemityadav1
@anandnama
@pranaypalei02
@roflrudra
@sayvari
@ashutri74
@ihardikshah
@cheku1941

Top Tweeters in G4:
@eddarrell
@rmack2x
@latinmass9876
@emperatriz1827
@nuclear94
@nationalpost
@taxpayers1234
@frygerard
@eachus
@tokyo_tom

Top Tweeters in G5:
@itsforhome
@outli3rthe
@carlesdijous
@hedgeenergy
@jfjabbo
@parvez1
@capecoddaily
@alberta411
@preueth
@diversity__jobs

Top Tweeters in G6:
@ginniasa
@abroadbrush
@unfortunatalie
@chunianello
@whaaf
@tinymattresses
@rockyhud
@bellalack
@messgorough
@saxonthehound

Top Tweeters in G7:
@jeffsonstein
@noahpinion
@gombang
@wildebees
@isensechange
@thisismissem
@tsetiady
@joehas
@lucasoft_co_uk
@uradn

Top Tweeters in G8:
@willseattle
@markburgerenerg
@faully33
@the_plugseeker
@glosgreen
@impishchimp
@generalelectric
@kmcripn
@petergalvin1_l
@conlee5

Top Tweeters in G9:
@jurylady5
@time
@abc
@woodymcfarley
@phbarratt
@msnbc
@coonavass
@davidmweissman
@tbdnonymous
@evidentiary1

Top Tweeters in G10:
@sustain05
@sheilaaj
@johnmknox1
@ndh_j_m_f
@petuniasforever
@horstnrw
@richardwjones
@dwarfclone
@burnout_pt
@snakeoilbaron


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