(clean OR energy) (tech OR technology OR economy OR jobs OR future OR efficiency OR conservation OR renewable OR alternative), Twitter, 2/10/2019 10:28:30 AM, 186037


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(clean OR energy) (tech OR technology OR economy OR jobs OR future OR efficiency OR conservation OR
(clean OR energy) (tech OR technology OR economy OR jobs OR future OR efficiency OR conservation OR
From:
NodeXLExcelAutomator
Uploaded on:
February 10, 2019
Short Description:
(clean OR energy) (tech OR technology OR economy OR jobs OR future OR efficiency OR conservation OR renewable OR alternative) via NodeXL http://bit.ly/2DsFgdZ
@aoc
@dancrenshawtx
@ositanwanevu
@jesseryanusa
@marshallshafer
@ozenrhoda
@climatista
@mzjacobson
@stevescalise
@kamalaharris

T

Description:
Description
The graph represents a network of 6,342 Twitter users whose tweets in the requested range contained "(clean OR energy) (tech OR technology OR economy OR jobs OR future OR efficiency OR conservation OR renewable OR alternative)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 February 2019 at 09:16 UTC.

The requested start date was Sunday, 10 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, 4-minute period from Friday, 08 February 2019 at 20:54 UTC to Saturday, 09 February 2019 at 21:59 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 : 6342
Unique Edges : 6831
Edges With Duplicates : 589
Total Edges : 7420
Number of Edge Types : 3
Mentions : 6116
Tweet : 824
Replies to : 480
Self-Loops : 824
Reciprocated Vertex Pair Ratio : 0.00871218121336924
Reciprocated Edge Ratio : 0.0172738693467337
Connected Components : 885
Single-Vertex Connected Components : 325
Maximum Vertices in a Connected Component : 3926
Maximum Edges in a Connected Component : 4898
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.315948
Graph Density : 0.000158350363208686
Modularity : 0.855561
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] https://www.weforum.org/agenda/2018/08/stacking-concrete-blocks-is-a-surprisingly-efficient-way-to-store-energy?utm_source=Facebook
[23] Videos&utm_medium=Facebook
[23] Videos&utm_campaign=Facebook
[23] Video
[23] Blogs
[12] https://cleantechnica.com/2019/02/08/proven-100-renewable-energy-across-europe-is-more-cost-effective-than-the-current-energy-system/
[10] https://chinadeep.info/top-10-renewable-stocks-by-market-cap/
[10] https://chinadeep.info/top-40-big-cap-stocks-by-dividend-yield/
[8] https://www.abc.net.au/radio/adelaide/programs/worldtoday/australia-leads-world-on-renewable-energy-installations/10793848?smid=abcnews-Twitter_Organic&WT.tsrc=Twitter_Organic&sf207430901=1
[7] https://tunein.com/radio/Alternative-Rock-Variety--MEGASHUFFLEcom-s111589/

Top URLs in Tweet in G1:
[1] https://www.extremetech.com/extreme/280265-mit-plans-new-fusion-reactor-that-could-actually-generate-power

Top URLs in Tweet in G2:
[1] https://act.newmode.net/action/alliance-solar-choice/thank-illinois-rep-will-davis-and-sen-bill-cunningham-supporting
[1] https://twitter.com/noahpinion/status/1093917308748087296

Top URLs in Tweet in G5:
[4] https://cleantechnica.com/2019/02/08/proven-100-renewable-energy-across-europe-is-more-cost-effective-than-the-current-energy-system/
[3] https://actionnetwork.org/petitions/tell-congress-support-sen-markey-rep-ocasio-cortezs-resolution-for-a-green-new-deal?source=direct_link&referrer=group-sunrise
[3] https://www.pv-magazine.com/2019/02/09/the-weekend-read-from-solar-to-gas/
[2] https://www.cbc.ca/news/canada/saskatoon/saskatoon-engineer-harold-orr-order-of-canada-1.5000231
[2] http://energywatchgroup.org/new-study-100-renewable-energy-across-europe
[1] http://sgq.io/BrArWJA
[1] https://www.youtube.com/watch?v=wfVGhUWB900&feature=youtu.be

[1] https://twitter.com/mzjacobson/status/1093890633826095104
[1] https://www.eenews.net/stories/1060120029
[1] https://www.bloomberg.com/news/videos/2019-02-08/sunrise-movement-on-green-new-deal-video

Top URLs in Tweet in G6:
[10] https://chinadeep.info/top-10-renewable-stocks-by-market-cap/
[10] https://chinadeep.info/top-40-big-cap-stocks-by-dividend-yield/
[7] https://tunein.com/radio/Alternative-Rock-Variety--MEGASHUFFLEcom-s111589/
[3] https://www.latimes.com/world/europe/la-fg-germany-coal-power-20190126-story.html
[3] https://cleantechnica.com/2019/02/08/proven-100-renewable-energy-across-europe-is-more-cost-effective-than-the-current-energy-system/
[2] https://arstechnica.com/tech-policy/2019/02/green-new-deal-bill-aims-to-move-us-to-100-renewable-energy-net-zero-emissions/
[2] https://www.miragenews.com/south-australian-zinc-mine-to-be-converted-into-australia-s-first-compressed-air-facility-for-renewable-energy-storage/
[2] https://twitter.com/ositanwanevu/status/1093971772440043520
[2] http://realestate.com.au/?utm_sq=fvdlufzukl&utm_source=twitter&utm_medium=social&utm_campaign=endurobuilders&utm_content=quality_tidbits
[2] https://madison.com/news/local/environment/study-transition-to-renewable-energy-could-create-jobs-in-wisconsin/article_47d444ea-2402-50d3-b018-bd363ab11eb0.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=mtHreJbr2WM&feature=youtu.be

[1] https://youtu.be/dXkamwNWPgg
[1] https://twitter.com/simondonner/status/1094277378065350656
[1] https://www.smh.com.au/business/the-economy/renewables-reach-highest-share-of-australia-s-power-in-40-years-20190206-p50w1f.html
[1] https://cleantechnica.com/2019/02/08/proven-100-renewable-energy-across-europe-is-more-cost-effective-than-the-current-energy-system/
[1] https://www.theguardian.com/commentisfree/2019/jan/28/what-would-australia-look-like-powered-by-100-renewable-energy?CMP=share_btn_tw
[1] https://bit.ly/2Slv3Kw
[1] https://buff.ly/2MVHGX4
[1] https://cleantechnica.com/2019/02/08/renewable-energy-investments-worth-14-billion-pledged-in-gujarat-india/
[1] https://www.youtube.com/watch?v=rg_4FeSeFks&feature=youtu.be


Top URLs in Tweet in G9:
[1] https://medium.com/@KamalaHarris/green-new-deal-2699b33ba666

Top URLs in Tweet in G10:
[1] https://twitter.com/RepThomasMassie/status/1094298910707855361
[1] https://www.climatecouncil.org.au/11-countries-leading-the-charge-on-renewable-energy/
[1] https://dailycaller.com/2019/02/06/climate-agenda-democrats-ocasio-cortez/
[1] https://fee.org/articles/embrace-the-experience-economy-by-letting-go-of-ownership/

Top Domains
Top Domains in Tweet in Entire Graph:
[120] twitter.com
[33] careerarc.com
[30] weforum.org
[24] chinadeep.info
[20] bit.ly
[19] cleantechnica.com
[17] lnkd.in
[17] youtube.com
[15] co.uk
[15] facebook.com

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

Top Domains in Tweet in G2:
[1] newmode.net
[1] twitter.com

Top Domains in Tweet in G5:
[8] twitter.com
[5] cleantechnica.com
[3] actionnetwork.org
[3] pv-magazine.com
[2] youtube.com
[2] bloomberg.com
[2] stanford.edu
[2] hannity.com
[2] cbc.ca
[2] energywatchgroup.org

Top Domains in Tweet in G6:
[51] twitter.com
[31] careerarc.com
[24] chinadeep.info
[11] engineeringdaily.net
[8] facebook.com
[7] lnkd.in
[7] tunein.com
[6] instagram.com
[6] hedgeaccordingly.com
[4] latimes.com

Top Domains in Tweet in G7:
[3] youtube.com
[2] cleantechnica.com
[1] youtu.be
[1] twitter.com
[1] com.au
[1] theguardian.com
[1] bit.ly
[1] buff.ly

Top Domains in Tweet in G9:
[1] medium.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] org.au
[1] dailycaller.com
[1] fee.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[212] greennewdeal
[159] energy
[90] climatechange
[64] solar
[63] renewableenergy
[56] fbf
[55] renewable
[51] technology
[43] renewables
[40] tech



Top Hashtags in Tweet in G2:
[2] twill
[1] pathto100
[1] feja
[1] illinois
[1] solar
[1] windpower
[1] renewableenergy
[1] energyefficiency
[1] nuclear
[1] weasel

Top Hashtags in Tweet in G3:
[1] thelandofmakebelieve
[1] reinstatecommonsense

Top Hashtags in Tweet in G5:
[68] greennewdeal
[8] gnd
[4] climate
[4] newgreendeal
[3] windwatersolar
[3] nuclear
[3] weasel
[3] nuclearenergy
[3] uranium
[2] communitychoiceaggregation

Top Hashtags in Tweet in G6:
[47] energy
[25] china
[23] stocks
[19] renewable
[17] dividends
[16] trading
[15] engineering
[14] jobs
[13] utilities
[13] investing

Top Hashtags in Tweet in G7:
[12] renewableenergy
[11] renewables
[8] energy
[6] solar
[6] sustainability
[5] australia
[4] solarpower
[4] climatechange
[4] wind
[3] climateaction

Top Hashtags in Tweet in G9:
[4] greennewdeal
[1] horizontalharris

Top Hashtags in Tweet in G10:
[67] greennewdeal
[1] greennewdisaster
[1] gnd
[1] fbf
[1] climatechange
[1] ampfw
[1] haf
[1] sgre
[1] boujdour

Top Words
Top Words in Tweet in Entire Graph:
[4151] Words in Sentiment List#1: Positive
[3118] Words in Sentiment List#2: Negative
[34] Words in Sentiment List#3: Angry/Violent
[131433] Non-categorized Words
[138702] Total Words
[3459] energy
[2511] new
[1748] green
[1660] deal
[1594] plan

Top Words in Tweet in G1:
[1054] new
[1054] carbon
[533] dancrenshawtx
[532] energy
[530] nuclear
[528] green
[528] plan
[527] fact
[527] deal
[527] eliminates

Top Words in Tweet in G2:
[417] ositanwanevu
[411] green
[410] plan
[409] one
[409] deal
[408] new
[408] alternative
[407] criticizing
[407] single
[407] person

Top Words in Tweet in G3:
[400] energy
[394] renewable
[394] plan
[393] jesseryanusa
[389] ending
[389] racism
[389] s
[388] alexandria
[388] ocasio
[388] cortez

Top Words in Tweet in G4:
[380] adult
[380] college
[380] years
[379] go
[379] education
[379] change
[379] world
[379] 4
[379] later
[379] student

Top Words in Tweet in G5:
[236] aoc
[159] energy
[151] new
[109] green
[108] deal
[94] air
[85] travel
[81] obsolete
[74] renewable
[73] transform

Top Words in Tweet in G6:
[367] energy
[140] renewable
[80] clean
[68] future
[61] jobs
[60] new
[48] green
[46] job
[39] s
[39] china

Top Words in Tweet in G7:
[37] energy
[22] jackthelad1947
[20] renewable
[19] arikring
[13] kashthefuturist
[12] cberrl
[12] renewableenergy
[11] zacharypbeasley
[11] profstrachan
[11] renewables

Top Words in Tweet in G8:
[153] energy
[147] deal
[147] jobs
[145] new
[144] green
[142] stevescalise
[141] make
[141] air
[141] travel
[141] obsolete

Top Words in Tweet in G9:
[248] fight
[127] energy
[126] renewable
[125] kamalaharris
[125] green
[125] new
[125] deal
[125] plan
[125] clean
[124] bold

Top Words in Tweet in G10:
[95] climate
[95] change
[67] greennewdeal
[62] energy
[50] green
[37] crisis
[37] proud
[36] existential
[36] m
[36] co

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1599] new,deal
[1598] green,new
[1274] renewable,energy
[594] nuclear,energy
[557] carbon,free
[549] deal,eliminates
[549] new,carbon
[548] fact,green
[548] eliminates,new
[548] free,nuclear

Top Word Pairs in Tweet in G1:
[527] fact,green
[527] green,new
[527] new,deal
[527] deal,eliminates
[527] eliminates,new
[527] new,carbon
[527] carbon,free
[527] free,nuclear
[527] nuclear,energy
[527] energy,indicates

Top Word Pairs in Tweet in G2:
[408] alternative,plan
[407] one,criticizing
[407] criticizing,green
[407] green,new
[407] new,deal
[407] deal,single
[407] single,person
[407] person,alternative
[407] plan,transitioning
[407] transitioning,american

Top Word Pairs in Tweet in G3:
[393] renewable,energy
[389] ending,racism
[388] alexandria,ocasio
[388] ocasio,cortez
[388] cortez,40
[388] 40,trillion
[388] trillion,renewable
[388] energy,plan
[388] plan,save
[388] save,america

Top Word Pairs in Tweet in G4:
[379] adult,go
[379] go,college
[379] college,education
[379] education,change
[379] change,world
[379] world,4
[379] 4,years
[379] years,later
[379] later,student
[379] student,science

Top Word Pairs in Tweet in G5:
[105] new,deal
[104] green,new
[85] air,travel
[81] travel,obsolete
[70] aoc,radically
[70] radically,transform
[70] transform,country
[70] country,rendering
[70] rendering,air
[67] lmao,life

Top Word Pairs in Tweet in G6:
[109] renewable,energy
[28] energy,efficiency
[19] green,new
[18] new,deal
[16] chinadeep,china
[14] green,energy
[14] clean,energy
[14] china,renewable
[12] china,stocks
[11] 100,renewable

Top Word Pairs in Tweet in G7:
[20] renewable,energy
[9] arikring,dawnroseturner
[9] dawnroseturner,tintdepot
[9] tintdepot,solhog
[9] solhog,cberrl
[9] cberrl,c37h42cl2n2o6
[9] c37h42cl2n2o6,ruthptn
[9] ruthptn,zacharypbeasley
[9] zacharypbeasley,jackthelad1947
[8] autrement_votre,arikring

Top Word Pairs in Tweet in G8:
[144] green,new
[144] new,deal
[141] make,air
[141] air,travel
[141] travel,obsolete
[141] energy,jobs
[140] democrats',green
[140] deal,aims
[140] aims,make
[140] obsolete,eliminates

Top Word Pairs in Tweet in G9:
[126] renewable,energy
[125] green,new
[125] new,deal
[124] deal,bold
[124] bold,plan
[124] plan,shift
[124] shift,country
[124] country,100
[124] 100,clean
[124] clean,renewable

Top Word Pairs in Tweet in G10:
[93] climate,change
[36] change,existential
[36] existential,crisis
[36] crisis,m
[36] m,proud
[36] proud,co
[36] co,sponsor
[36] sponsor,greennewdeal
[36] greennewdeal,affirming
[36] affirming,commitment

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@realdonaldtrump
@sensanders
@ositanwanevu
@repthomasmassie
@jesseryanusa
@dancrenshawtx
@johncardillo
@sandye43
@rodstryker

Top Replied-To in G1:
@dancrenshawtx
@battlefieldfa14
@drericmd

Top Replied-To in G2:
@ositanwanevu
@midasrex1998
@partymuscles
@whstancil
@titletownreign

Top Replied-To in G3:
@jesseryanusa

Top Replied-To in G5:
@aoc
@sandye43
@rodstryker
@dwberkley
@kmiranda1973
@seanhannity
@ssworks
@klbleuel
@imitchm
@prosecutingusa

Top Replied-To in G6:
@clowncursed

Top Replied-To in G7:
@arikring
@amazingchevvolt
@jukkapseppl
@jackthelad1947
@mslonesomeblues
@khights02
@jp_dutch
@abcthedrum
@profstrachan
@dineshdsouza

Top Replied-To in G8:
@amakrypodis
@dday198
@stevescalise

Top Replied-To in G9:
@kamalaharris

Top Replied-To in G10:
@repthomasmassie
@prestonjbyrne
@nhmollykelly

Top Mentioned
Top Mentioned in Entire Graph:
@dancrenshawtx
@ositanwanevu
@jesseryanusa
@marshallshafer
@aoc
@stevescalise
@kamalaharris
@bopinion
@kimstrassel
@abc

Top Mentioned in G1:
@dancrenshawtx
@fumikechu
@ryanfaja
@battlefieldfa14
@rsanderlin

Top Mentioned in G2:
@ositanwanevu
@ilcleanjobs
@ilenviro
@govpritzker
@pnwwonk
@hutchinson
@ilsolarenergy
@mzjacobson
@jencwalling
@ericlevitz

Top Mentioned in G3:
@jesseryanusa
@dancrenshawtx
@chaslilly
@ryanafournier

Top Mentioned in G4:
@marshallshafer

Top Mentioned in G5:
@aoc
@socialismstench
@thehill
@owenawhaley
@senmarkey
@sunrisemvmt
@jstein_wapo
@seanhannity
@reuters
@mzjacobson

Top Mentioned in G6:
@eqibeat
@ume_kyd
@phoventus
@giesmanptm
@eeawards2018
@speedwaydigest
@endurobuilders
@william42870346
@el_fez_
@theafricamentor

Top Mentioned in G7:
@jackthelad1947
@arikring
@kashthefuturist
@cberrl
@zacharypbeasley
@autrement_votre
@hanslak
@paula_piccard
@profstrachan
@dawnroseturner

Top Mentioned in G8:
@stevescalise
@georgepbush
@googleknowsus
@theheartwants
@ystepin
@jokersw00651331
@dancrenshawtx
@jesseryanusa
@seanhannity

Top Mentioned in G9:
@kamalaharris
@bleeforcongress
@ositanwanevu

Top Mentioned in G10:
@senblumenthal
@corybooker
@repswalwell
@freedomworks
@senatorhassan
@kamalaharris
@greenpartyus
@stevescalise
@markruffalo
@greenpeaceusa

Top Tweeters
Top Tweeters in Entire Graph:
@startupcrunch
@oldlady12345
@jurylady5
@myalliesnews
@united
@charlesfrize
@megashuffle
@evankirstel
@rjber15
@insdatainter

Top Tweeters in G1:
@originalbubsra
@corrcomm
@svagdis
@linckerney
@libertylady44
@jangobear
@lindaepai457450
@franmary
@jayboy6930
@kimwelzenbach

Top Tweeters in G2:
@markburgerenerg
@nslayton
@lakersgold
@cmarslett
@fabucat
@robirdie23
@vv4change
@notintheface1
@majjackdowning
@autumnrainwish

Top Tweeters in G3:
@sandyriccobono
@boottmills228
@mrayedee
@dsshep1959
@drsuedvm
@sdnorthshore2
@famdoc7
@andyfussel
@evoconnor15
@ridgerunnerky

Top Tweeters in G4:
@_yurirodrigues
@irishangel_pw
@shessimplykay
@songofalchemy
@albacaldito
@neverhappychris
@fromisoneluv
@_nicolesabine
@bigcon97
@danyborgonovi

Top Tweeters in G5:
@thehill
@sweetfreedom29
@foxnews
@sofiegeorge
@tea_party_chris
@mzee26
@reuters
@rodstryker
@birrdytalk
@43a6f0ce5dac4ea

Top Tweeters in G6:
@startupcrunch
@myalliesnews
@megashuffle
@annemariayritys
@engineersday
@prpnews
@itsforhome
@politicalhedge
@clowncursed
@starrick1

Top Tweeters in G7:
@jurylady5
@ggg_says
@normanbuffong
@cberrl
@johnlundin
@mlczone
@ollivier_yves
@charluv2011
@luribea68
@nofascistlies

Top Tweeters in G8:
@nvehecnycrrcom1
@norvilgirl
@jetrotter
@norsu2
@claralkatzenmai
@saddletrap
@terresapeterson
@lataine16
@coyhamp
@jrphilpot

Top Tweeters in G9:
@jcmarbury
@drrimmer
@wendyverran
@jillsey11
@helenmag
@kathylslaughter
@ndngenuity
@jandk17fields
@deanleh
@harding_keith

Top Tweeters in G10:
@wellness4you13
@inabsentia9
@catoletters
@jefflee2020
@winglessbird_
@denniscardiff
@18diannem
@dorothymb
@lsterbuck
@all100senators