NREL, Twitter, 6/15/2019 5:31:20 AM, 200048


FAQ | Problem?

NREL_2019-06-14_22-20-36.xlsx
NREL_2019-06-14_22-20-36.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 15, 2019
Short Description:
NREL via NodeXL http://bit.ly/2IhA68l
@nrel
@energy
@nrel_mechtherm
@hydrogenenergy
@ernchile
@victorenergy
@tsgehan
@colotrucking
@apsfacilities
@neu_wind

Top hashtags:
#americansolar
#windpower
#solarpower
#solar
#energy
#desalination
#arpae19
#nrel
#nreltransport

Description:
Description
The graph represents a network of 785 Twitter users whose recent tweets contained "NREL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 15 June 2019 at 05:22 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 50-minute period from Wednesday, 05 June 2019 at 11:02 UTC to Saturday, 15 June 2019 at 02:53 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 : 785
Unique Edges : 1196
Edges With Duplicates : 756
Total Edges : 1952
Self-Loops : 111
Reciprocated Vertex Pair Ratio : 0.0615627466456196
Reciprocated Edge Ratio : 0.115985130111524
Connected Components : 97
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 570
Maximum Edges in a Connected Component : 1709
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.855756
Graph Density : 0.00218542831145197
Modularity : 0.451579
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://www.pnnl.gov/news-media/finding-energy-opportunities-blue-economy?utm_content=buffera4ed0&utm_medium=social&utm_source=energy+twitter.com&utm_campaign=buffer
[9] https://coloradosun.com/2019/06/04/ocean-plastic-recycling-nrel-colorado/
[7] https://www.nrel.gov/news/press/2019/nrel-announces-finalists-in-round-1-of-american-made-solar-prize.html
[6] http://newenergyupdate.com/wind-energy-update/ai-turbine-wake-controls-cut-output-losses-10
[5] https://www.windpowerengineering.com/business-news-projects/nrel-delivers-industry-shifting-software-for-visualizing-wind-forecasts/
[5] https://www.rateitgreen.com/green-building-resources/sustainable-building-events/arpa-e-energy-innovation-summit-july-8-10-aurora-co/3659
[5] https://www.nrel.gov/news/program/2019/nrel-delivers-industry-shifting-software-for-visualizing-wind-power-forecasts.html
[4] http://bit.ly/2Ze4VQU
[4] https://okt.to/ucoGCM
[4] https://www.nrel.gov/news/press/2019/nrel-announces-participants-for-2019-executive-energy-leadership-program.html

Top URLs in Tweet in G1:
[3] https://www.nrel.gov/manufacturing/comet-wind-blade-resin.html
[3] https://www.nrel.gov/news/press/2019/solar-district-cup-challenges-college-students-to-reimagine-how-energy-is-generated-managed-and-used.html
[3] https://okt.to/6PjQ70
[3] https://www.nrel.gov/news/press/2019/nrel-announces-finalists-in-round-1-of-american-made-solar-prize.html
[3] https://www.nrel.gov/esif/esi-newsletter.html
[3] https://www.nrel.gov/news/program/2019/nrels-advanced-manufacturing-projects-front-and-center-at-innovationxlab.html
[3] https://solarbuildermag.com/news/steep-roof-ballast-racking-new-pv-cell-concepts-among-10-american-made-solar-prize-finalists/
[3] https://register.gotowebinar.com/register/1513049345037319436
[3] http://newenergyupdate.com/pv-insider/us-pv-storage-developers-face-new-revenue-opex-decisions
[2] https://www.nrel.gov/news/program/2019/the-man-behind-the-goggles-meet-nrels-visualization-guru-kenny-gruchalla.html

Top URLs in Tweet in G2:
[9] https://www.pnnl.gov/news-media/finding-energy-opportunities-blue-economy?utm_content=buffera4ed0&utm_medium=social&utm_source=energy+twitter.com&utm_campaign=buffer
[5] https://www.windpowerengineering.com/business-news-projects/nrel-delivers-industry-shifting-software-for-visualizing-wind-forecasts/
[3] http://bit.ly/2Ze4VQU
[3] http://bit.ly/2Z4YHCN
[2] https://www.nrel.gov/news/program/2019/nrel-delivers-industry-shifting-software-for-visualizing-wind-power-forecasts.html
[2] https://americanmadechallenges.org/wavestowater/
[2] https://americanmadechallenges.org/batteryrecycling/
[2] https://www.youtube.com/watch?v=vP_1ho5Awhg

[2] https://www.windpowerengineering.com/business-news-projects/advancing-wind-turbine-technology-drivetrains/
[2] https://twitter.com/NREL/status/1134202924840685568

Top URLs in Tweet in G3:
[3] https://coloradosun.com/2019/06/04/ocean-plastic-recycling-nrel-colorado/
[3] https://nrel.gov/
[2] https://www.solarpowerworldonline.com/2019/06/finalists-announced-for-nrels-american-made-solar-prize-competition-to-spur-manufacturing-advances/
[2] https://www.nrel.gov/grid/power-electronics-inverters.html#4quco:iK2q7pIpra0t
[2] https://ddears.com/2019/06/14/a-hydrogen-fantasy/
[1] https://lnkd.in/eCbTtyK
[1] https://lnkd.in/eN9kkBY
[1] https://www.nrel.gov/research/learning.html
[1] https://coloradosun.com/2019/06/04/ocean-plastic-recycling-nrel-colorado/?mc_cid=b74c46ba9b&mc_eid=ff7fc8d042
[1] http://letmeshowu.icu?p=tch-2170805&jGL=n5PcmuZTjl&Nrel

Top URLs in Tweet in G4:
[3] https://twitter.com/nrel/status/1136759507449782272
[2] https://www.nrel.gov/news/press/2019/nrel-announces-finalists-in-round-1-of-american-made-solar-prize.html
[1] https://www.eventbrite.com/e/solar-prize-set-demo-day-tickets-60266965115
[1] https://bit.ly/2unPd8v
[1] https://www.greentownlabs.com/american-made-solar-prize-names-round-one-finalists/
[1] https://go.usa.gov/xmSPc
[1] https://aip.scitation.org/doi/10.1063/1.5093917?utm_source=twitter&utm_medium=social&utm_campaign=JRSE%20Featured
[1] https://go.usa.gov/xmtvf
[1] https://americanmadechallenges.org/solarprize/round2
[1] https://americanmadechallenges.org/solarprize.html

Top URLs in Tweet in G5:
[5] https://www.rateitgreen.com/green-building-resources/sustainable-building-events/arpa-e-energy-innovation-summit-july-8-10-aurora-co/3659
[4] http://www.arpae-summit.com/Agenda/The-Summit-Agenda-
[1] http://www.arpae-summit.com/Home
[1] https://energy.colostate.edu/micro-grid-workshop-series/
[1] http://news.mit.edu/2018/carbon-taxes-could-make-significant-dent-climate-change-0406

Top URLs in Tweet in G6:
[1] https://energypedia.info/wiki/Portal:Mini-grid
[1] https://d1jiktx90t87hr.cloudfront.net/449/wp-content/uploads/sites/2/2019/05/20190506-Grid-Integration-and-System-Flexibility.pdf
[1] http://www.asiacleanenergyforum.org/registration-2019/
[1] https://d1jiktx90t87hr.cloudfront.net/449/wp-content/uploads/sites/2/2019/05/20190430-Utility-Scale-Renewables.pdf

Top URLs in Tweet in G7:
[2] https://ncsievents.webex.com/ncsievents/onstage/g.php?MTID=e2152fe091575c0d1476820439e820bbd
[1] https://www.nrel.gov/esif/esi-news-201905.html#next
[1] https://www.nrel.gov/esif/esi-news-201905.html#cybersecurity
[1] https://gcxnrel.com/nrel-researcher-ying-shi-tests-a-new-diagnostic-for-sick-batteries/
[1] https://www.youtube.com/watch?v=35O3AnxQMJU&feature=youtu.be

[1] https://www.nrel.gov/esif/esi-news-201905.html#windview
[1] https://www.nrel.gov/esif/esi-news-201905.html#leadership
[1] https://www.nrel.gov/esif/esi-news-201905.html#keller
[1] https://www.nrel.gov/esif/esi-news-201905.html#postdoc
[1] https://www.nrel.gov/esif/esi-news-201905.html#esif

Top URLs in Tweet in G8:
[1] https://www.nrel.gov/news/press/2019/nrel-announces-finalists-in-round-1-of-american-made-solar-prize.html
[1] https://www.solarpaces.org/make-carnot-batteries-with-molten-salt-thermal-energy-storage-from-ex-coal-plants/
[1] https://www.nrel.gov/docs/fy15osti/61376.pdf

Top URLs in Tweet in G9:
[1] https://twitter.com/4e_chile/status/1138548422758326272?s=19

Top Domains
Top Domains in Tweet in Entire Graph:
[103] nrel.gov
[34] twitter.com
[20] okt.to
[14] pnnl.gov
[13] youtube.com
[13] energy.gov
[12] coloradosun.com
[9] bit.ly
[9] americanmadechallenges.org
[9] newenergyupdate.com

Top Domains in Tweet in G1:
[42] nrel.gov
[16] okt.to
[6] energy.gov
[6] youtube.com
[5] twitter.com
[3] americanmadechallenges.org
[3] solarbuildermag.com
[3] gotowebinar.com
[3] newenergyupdate.com
[2] aurorasolar.com

Top Domains in Tweet in G2:
[12] pnnl.gov
[8] nrel.gov
[7] windpowerengineering.com
[6] energy.gov
[6] bit.ly
[4] americanmadechallenges.org
[4] twitter.com
[4] okt.to
[3] youtube.com
[3] gcxnrel.com

Top Domains in Tweet in G3:
[21] nrel.gov
[4] lnkd.in
[4] coloradosun.com
[4] twitter.com
[3] solarpowerworldonline.com
[3] ecointernet.org
[2] mailchi.mp
[2] instagram.com
[2] nsenergybusiness.com
[2] ddears.com

Top Domains in Tweet in G4:
[4] twitter.com
[2] nrel.gov
[2] usa.gov
[2] americanmadechallenges.org
[1] eventbrite.com
[1] bit.ly
[1] greentownlabs.com
[1] scitation.org

Top Domains in Tweet in G5:
[5] arpae-summit.com
[5] rateitgreen.com
[1] colostate.edu
[1] mit.edu

Top Domains in Tweet in G6:
[2] cloudfront.net
[1] energypedia.info
[1] asiacleanenergyforum.org

Top Domains in Tweet in G7:
[8] nrel.gov
[2] webex.com
[1] gcxnrel.com
[1] youtube.com
[1] bit.ly
[1] ow.ly

Top Domains in Tweet in G8:
[2] nrel.gov
[1] solarpaces.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] americansolar
[33] windpower
[31] solarpower
[28] solar
[21] energy
[19] desalination
[18] arpae19
[18] nrel
[17] nreltransport
[16] transformingenergy



Top Hashtags in Tweet in G1:
[24] solarpower
[20] windpower
[19] solar
[14] americansolar
[11] transformingenergy
[11] nreltransport
[8] advancedenergy
[6] nrelmanufacturing
[6] nationallabs
[6] arpae19

Top Hashtags in Tweet in G2:
[11] desalination
[11] windpower
[8] transportation
[7] wavestowater
[7] batteries
[7] cooptima
[6] nreltransport
[6] electricvehicle
[5] worldcup
[5] windenergy

Top Hashtags in Tweet in G3:
[11] nrel
[3] solar
[3] environment
[2] plastic
[2] enzyme
[2] portsmouth
[2] university
[2] britain
[2] energy
[2] digest

Top Hashtags in Tweet in G4:
[41] americansolar
[3] solar
[3] wavestowater
[1] didyouknow
[1] entrepreneurs
[1] desalinate
[1] innovation
[1] aip_jrse
[1] fastprize
[1] worldcup

Top Hashtags in Tweet in G5:
[10] arpae19
[5] aurora
[5] co
[5] cleantech
[5] transportation
[5] colorado
[5] energy
[5] technology
[1] americansolar
[1] microgrid

Top Hashtags in Tweet in G6:
[9] amgcop
[5] minigrids
[3] acef2019
[2] gridintegration
[2] systemflexibility
[1] africa
[1] social
[1] economic
[1] development
[1] sdg7

Top Hashtags in Tweet in G7:
[8] esinewsletter
[5] energy
[4] cybersecurity
[3] solarpower
[2] battery
[2] renewables
[2] windpower
[2] renewable
[2] itsecurity
[2] americansolar

Top Hashtags in Tweet in G10:
[2] ff
[1] hydrogen
[1] fuelcell

Top Words
Top Words in Tweet in Entire Graph:
[989] Words in Sentiment List#1: Positive
[129] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[20281] Non-categorized Words
[21399] Total Words
[688] nrel
[420] energy
[180] solar
[134] new
[111] prize

Top Words in Tweet in G1:
[253] nrel
[153] energy
[73] solar
[60] new
[49] more
[48] learn
[45] research
[38] s
[35] wind
[33] first

Top Words in Tweet in G2:
[188] nrel
[141] energy
[53] wind
[48] new
[41] argonne
[39] nrel_mechtherm
[33] turbine
[30] recyclable
[30] blades
[29] s

Top Words in Tweet in G3:
[35] nrel
[14] solar
[14] energy
[11] #nrel
[8] s
[7] finalists
[7] american
[7] made
[7] prize
[6] plastic

Top Words in Tweet in G4:
[49] prize
[45] nrel
[44] solar
[43] energy
[41] #americansolar
[29] american
[29] made
[26] finalists
[23] 10
[23] greentownlabs

Top Words in Tweet in G5:
[18] nrel
[18] energy
[12] arpae
[10] #arpae19
[10] out
[8] innovation
[6] arpa
[6] e
[6] summit
[6] july

Top Words in Tweet in G6:
[10] workshop
[10] nrel
[9] #amgcop
[8] energypedia
[7] experiences
[7] challenges
[6] great
[5] sd_strategies
[5] inspiring
[5] berlin

Top Words in Tweet in G7:
[28] nrel
[13] energy
[10] esiflabs
[8] more
[8] #esinewsletter
[6] power
[6] planning
[5] #energy
[5] research
[5] system

Top Words in Tweet in G8:
[7] nrel
[3] guay_jg
[3] jessejenkins
[3] dlr
[3] mikebloomberg
[3] researchers
[2] doe
[2] funding
[2] solar
[2] germany

Top Words in Tweet in G9:
[2] rcastillomurill
[2] acesol
[2] beyrismanoel
[2] hughrudnick
[2] pulso_tw
[2] franoryan
[2] cseebach
[2] eduardobitran
[2] analiaenergia
[2] eelectricas

Top Words in Tweet in G10:
[2] #ff
[2] nickjstapley
[2] nikolamotor
[2] nrel
[2] nuverah2
[2] olevgovuk
[2] oorjafuelcells
[2] panasonic
[2] pitpoint_int
[2] plugpowerinc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] solar,prize
[69] american,made
[61] made,solar
[56] turbine,blades
[45] wind,turbine
[42] learn,more
[41] recyclable,thermoplastic
[38] nrel,argonne
[35] energy,nrel
[31] solar,energy

Top Word Pairs in Tweet in G1:
[29] learn,more
[24] turbine,blades
[24] solar,prize
[20] recyclable,thermoplastic
[20] wind,turbine
[19] american,made
[18] made,solar
[16] thermoplastic,wind
[16] renewable,energy
[14] solar,energy

Top Word Pairs in Tweet in G2:
[31] nrel,argonne
[30] turbine,blades
[23] wind,turbine
[20] recyclable,thermoplastic
[18] new,data
[18] data,tool
[18] grid,operators
[18] visualize,wind
[16] energy,new
[14] predict,future

Top Word Pairs in Tweet in G3:
[7] american,made
[6] made,solar
[6] solar,prize
[4] nrel,scientists
[4] scientists,plan
[4] plan,fight
[4] upcycle,something
[4] something,valuable
[4] nrel,announces
[3] solar,cells

Top Word Pairs in Tweet in G4:
[33] solar,prize
[29] american,made
[24] made,solar
[16] energy,nrel
[15] demo,day
[13] nrel,#americansolar
[13] #americansolar,prize
[11] prize,greentownlabs
[10] 10,#americansolar
[8] semi,finalists

Top Word Pairs in Tweet in G5:
[6] arpa,e
[6] nrel,armyresearchlab
[5] e,energy
[5] energy,innovation
[5] innovation,summit
[5] summit,july
[5] july,8
[5] 8,10
[5] 10,#aurora
[5] #aurora,#co

Top Word Pairs in Tweet in G6:
[5] inspiring,workshop
[5] workshop,#amgcop
[5] #amgcop,berlin
[5] berlin,great
[5] great,exchange
[5] exchange,experiences
[5] experiences,ideas
[5] ideas,accelerating
[4] sd_strategies,inspiring
[4] accelerating,#minigri

Top Word Pairs in Tweet in G7:
[4] read,more
[4] endpoint,security
[3] thrilled,help
[3] help,participate
[3] participate,doecybercon
[3] doecybercon,denver
[3] denver,hosted
[3] hosted,several
[3] several,visitors
[3] visitors,town

Top Word Pairs in Tweet in G8:
[2] betonyjones,guay_jg
[2] guay_jg,mikebloomberg

Top Word Pairs in Tweet in G9:
[2] rcastillomurill,acesol
[2] acesol,beyrismanoel
[2] hughrudnick,pulso_tw
[2] pulso_tw,franoryan
[2] franoryan,cseebach
[2] cseebach,eduardobitran
[2] eduardobitran,analiaenergia
[2] analiaenergia,eelectricas
[2] eelectricas,r_electricidad
[2] r_electricidad,generadorascl

Top Word Pairs in Tweet in G10:
[2] #ff,nickjstapley
[2] nickjstapley,nikolamotor
[2] nikolamotor,nrel
[2] nrel,nuverah2
[2] nuverah2,olevgovuk
[2] olevgovuk,oorjafuelcells
[2] oorjafuelcells,panasonic
[2] panasonic,pitpoint_int
[2] pitpoint_int,plugpowerinc

Top Replied-To
Top Replied-To in Entire Graph:
@nrel
@energy
@nrel_mechtherm
@newenergyherald
@andsnz
@amcprizes
@livermore_lab
@yasstannn
@littlewyvern
@n2ag

Top Replied-To in G1:
@nrel
@energy
@joe_jberry
@firstsolar

Top Replied-To in G2:
@nrel
@livermore_lab
@nrel_mechtherm
@energy
@argonne

Top Replied-To in G4:
@amcprizes

Top Replied-To in G5:
@energy
@andrewscheer
@arpae

Top Replied-To in G8:
@guay_jg
@steps2keepcool
@betonyjones
@jessejenkins
@michaelemann
@janicetxblessed
@havenruthie

Top Replied-To in G9:
@victorenergy
@rcastillomurill

Top Mentioned
Top Mentioned in Entire Graph:
@nrel
@energy
@nrel_mechtherm
@argonne
@greentownlabs
@esiflabs
@pnnlab
@amcprizes
@ornl
@ut_dallas

Top Mentioned in G1:
@nrel
@energy
@esiflabs
@nrel_mechtherm
@greentownlabs
@acspublications
@acsnano
@argonne
@battelle
@arpae

Top Mentioned in G2:
@nrel
@energy
@nrel_mechtherm
@argonne
@pnnlab
@inl
@ornl
@sandialabs
@ut_dallas
@energypnnl

Top Mentioned in G3:
@kamlesm

Top Mentioned in G4:
@nrel
@energy
@greentownlabs
@amcprizes
@energypress
@emilylreichert
@ktibortoth
@aip_publishing
@dansimmonseere
@caymanjillian

Top Mentioned in G5:
@nrel
@arpae
@nsf
@nasa
@armyresearchlab
@mit
@energy
@siemens
@xcelenergy
@basf

Top Mentioned in G6:
@nrel
@sd_strategies
@usaid
@giz_gmbh
@ledsgp
@energypedia
@acef2019
@slocatofficial
@adb_hq
@sparc_utilities

Top Mentioned in G7:
@nrel
@esiflabs
@doecybercon
@elinaspyrou
@energy
@goivanti
@panasonicusa
@xcelenergy
@panasonic
@argonne

Top Mentioned in G8:
@mikebloomberg
@jessejenkins
@guay_jg
@mliebreich
@climeworks
@350
@thecarbonsink
@betonyjones
@lacity
@ericgarcetti

Top Mentioned in G9:
@acesol
@beyrismanoel
@hughrudnick
@pulso_tw
@franoryan
@cseebach
@eduardobitran
@analiaenergia
@eelectricas
@r_electricidad

Top Mentioned in G10:
@nickjstapley
@nikolamotor
@nrel
@nuverah2
@olevgovuk
@oorjafuelcells
@panasonic
@pitpoint_int
@plugpowerinc
@hydrogenenergy

Top Tweeters
Top Tweeters in Entire Graph:
@saragomezaranci
@ecointernetdrgb
@wavetossed
@amazingchevvolt
@recruiterhoutx
@ft
@noahpinion
@janicetxblessed
@syawal
@cogovtweets

Top Tweeters in G1:
@wavetossed
@syawal
@rchanoi
@k17_rose
@agri_updates
@starmarsovec
@h_1985
@strategicg2g
@medium
@greencarcongres

Top Tweeters in G2:
@saragomezaranci
@recruiterhoutx
@touchme4youle
@tbdnonymous
@corygroshek
@lightifyco1
@adilg
@shannonrhulbert
@solarpowerworld
@khoney

Top Tweeters in G3:
@ecointernetdrgb
@govpdfs
@investorideas
@solarfred
@paulfelixschott
@kamlesm
@bobbystover4
@einsolarenergy
@gnanal
@lester_mncee

Top Tweeters in G4:
@genericgene
@rksfaia
@razoralign
@ravimikkelsen
@esimezmec
@aip_publishing
@shenery2
@cuboulder
@nyutandon
@daviddrel

Top Tweeters in G5:
@nasa
@bp_america
@nsf
@mit
@rateitgreen
@andrewscheer
@siemens
@xcelenergyco
@basf
@basfcorporation

Top Tweeters in G6:
@imagine_garden
@adb_hq
@usaid
@slocatofficial
@giz_gmbh
@sustranafrica
@adri_verster
@ndcpartnership
@usaid_india
@ochsnews

Top Tweeters in G7:
@cybersec_feeds
@panasonicusa
@teriin
@usnistgov
@isostandards
@uponor
@energydems
@goivanti
@bhallaajay26
@mnreindia

Top Tweeters in G8:
@janicetxblessed
@kidgolferman
@michaelemann
@madmilker
@jessejenkins
@350
@mliebreich
@khayhoe
@guay_jg
@kevinsleahy

Top Tweeters in G9:
@pulso_tw
@cseebach
@eduardobitran
@rcastillomurill
@minenergia
@r_electricidad
@acesol
@eelectricas
@ernchile
@hughrudnick

Top Tweeters in G10:
@hydrogenenergy
@sesuk
@panasonic
@olevgovuk
@poweringnow
@riversimple
@schfca
@protononsite
@pragmafuelcells
@plugpowerinc


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.