#microgrids, Twitter, 10/17/2020 10:13:58 AM, 238144


FAQ | Problem?

#microgrids Twitter NodeXL SNA Map and Report for lauantai, 17 lokakuuta 2020 at 10.09 UTC
#microgrids Twitter NodeXL SNA Map and Report for lauantai, 17 lokakuuta 2020 at 10.09 UTC
From:
mihkal
Uploaded on:
October 17, 2020
Short Description:
#microgrids via NodeXL https://bit.ly/2T6nfKA
@thenergynet
@wef
@feedsupervised
@digitaltdaily
@antgrasso_it
@antgrasso
@drmallickseeme1
@aggreko
@lindagrass0
@deloitte

Top hashtags:
#microgrids
#renewables
#ad
#fuelcells
#sustainability
#energyefficiency

Description:
Description
The graph represents a network of 320 Twitter users whose recent tweets contained "#microgrids", 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, 17 October 2020 at 10:12 UTC.

The tweets in the network were tweeted over the 8-day, 7-hour, 30-minute period from Friday, 09 October 2020 at 00:24 UTC to Saturday, 17 October 2020 at 07:54 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 : 320
Unique Edges : 492
Edges With Duplicates : 256
Total Edges : 748
Number of Edge Types : 5
Retweet : 220
MentionsInRetweet : 364
Mentions : 86
Replies to : 8
Tweet : 70
Self-Loops : 79
Reciprocated Vertex Pair Ratio : 0,00917431192660551
Reciprocated Edge Ratio : 0,0181818181818182
Connected Components : 60
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 149
Maximum Edges in a Connected Component : 521
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3,3666
Graph Density : 0,00538793103448276
Modularity : 0,608602
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 320 Twitter users whose recent tweets contained "#microgrids", 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, 17 October 2020 at 10:12 UTC.

The tweets in the network were tweeted over the 8-day, 7-hour, 30-minute period from Friday, 09 October 2020 at 00:24 UTC to Saturday, 17 October 2020 at 07:54 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #microgrids
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] https://www.cummins.com/podcast
[50] https://www2.deloitte.com/us/en/pages/energy-and-resources/articles/microgrids-enchance-grid-resilience.html
[32] https://www.linkedin.com/groups/12284661/
[18] https://microgridknowledge.com/concentric-microgrid-gonzales/
[17] https://twitter.com/zalisteggall/status/1316575024942260224?s=20
[9] https://link.medium.com/JBsVxyxtgab
[9] http://r.socialstudio.radian6.com/c416d47a-6bfe-4f50-be6a-fcf7f23771f7
[5] https://microgridknowledge.com/home-microgrids-demand-california/
[5] https://twitter.com/California_ISO/status/1316802052396331016
[5] https://www.greentechmedia.com/articles/read/california-town-tests-new-model-for-microgrids-as-a-service

Top URLs in Tweet in G1:
[51] https://www.cummins.com/podcast
[32] https://www.linkedin.com/groups/12284661/
[17] https://twitter.com/zalisteggall/status/1316575024942260224?s=20
[17] https://microgridknowledge.com/concentric-microgrid-gonzales/
[2] https://www.weforum.org/agenda/2019/07/pay-as-you-go-africas-solar-energy
[1] https://www.greentechmedia.com/articles/read/california-town-tests-new-model-for-microgrids-as-a-service
[1] http://r.socialstudio.radian6.com/c416d47a-6bfe-4f50-be6a-fcf7f23771f7
[1] https://www2.deloitte.com/us/en/pages/energy-and-resources/articles/microgrids-enchance-grid-resilience.html

Top URLs in Tweet in G2:
[49] https://www2.deloitte.com/us/en/pages/energy-and-resources/articles/microgrids-enchance-grid-resilience.html
[1] https://www.weforum.org/agenda/2019/07/pay-as-you-go-africas-solar-energy

Top URLs in Tweet in G3:
[1] https://twitter.com/mzjacobson/status/1316555257590157315
[1] https://twitter.com/SEPAPower/status/1316833580291698693

Top URLs in Tweet in G4:
[2] http://morphizm.com/css/microgrids-101-in-three-parts/
[2] https://energy.economictimes.indiatimes.com/news/power/opinion-energy-access-why-it-is-a-good-time-for-grid-tied-microgrids-in-india/78680937
[2] https://www.wenergyglobal.com/wp-content/uploads/2020/09/WEG-JD-Senior-Power-Grid-TD-Engineer-1.pdf
[2] https://microgridknowledge.com/home-microgrids-demand-california/
[1] https://microgridknowledge.com/concentric-microgrid-gonzales/
[1] https://www.instagram.com/p/CGJyppNnMeK/?igshid=1v7w4fq1dtk38
[1] https://www.sandc.com/en/solutions/mining
[1] https://aegischp.com/microgrids-the-alternative-to-aging-grids-and-blackouts/
[1] https://blog.landisgyr.com/en/us/power-resiliency-using-microgrids
[1] https://www.businesswire.com/news/home/20201013005427/en/The-United-States-Department-of-the-Army-and-XENDEE-Sign-Contract-for-Secure-and-Resilient-Microgrid-Solutions-for-US-Army-Garrison-Bavaria

Top URLs in Tweet in G5:
[5] https://twitter.com/California_ISO/status/1316802052396331016
[1] https://calmatters.org/commentary/my-turn/2020/10/utilities-commission-must-act-to-encourage-clean-energy-microgrids/

Top URLs in Tweet in G6:
[8] http://r.socialstudio.radian6.com/c416d47a-6bfe-4f50-be6a-fcf7f23771f7
[1] https://www.powerengineeringint.com/decentralized-energy/on-site-renewables/aggreko-completes-renewables-microgrid-at-granny-smith-gold-mine/

Top URLs in Tweet in G7:
[9] https://link.medium.com/JBsVxyxtgab
[3] https://dexentralize.io/
[2] https://link.medium.com/4YTfzygWy9
[1] https://link.medium.com/B8JMWzCotab
[1] http://dexentralize.io

Top URLs in Tweet in G8:
[1] https://event.on24.com/eventRegistration/console/EventConsoleNG.jsp?uimode=nextgeneration&eventid=2607930&sessionid=1&username=&partnerref=&format=fhvideo1&mobile=&flashsupportedmobiledevice=&helpcenter=&key=ED7182998FBCDB58D5A2B0CF20B67F13&newConsole=false&nxChe=true&text_language_id=es&playerwidth=748&playerheight=526&eventuserid=350147236&contenttype=A&mediametricsessionid=307490502&mediametricid=3676594&usercd=350147236&mode=launch
[1] https://event.on24.com/wcc/r/2667696/5F9BE41666BF84D5C87C126609C208F0/1707075

Top URLs in Tweet in G10:
[3] https://www.trinasolar.com/us/resources/blog/current-trends-making-microgrids-look-more-and-more-appealing?utm_source=twitter&utm_medium=organic_social&utm_campaign=general&utm_content=201012-01
[2] https://microgridknowledge.com/home-microgrids-demand-california/
[2] https://www.greentechmedia.com/articles/read/california-town-tests-new-model-for-microgrids-as-a-service
[1] https://www.cummins.com/podcast

Top Domains
Top Domains in Tweet in Entire Graph:
[52] cummins.com
[50] deloitte.com
[41] linkedin.com
[32] twitter.com
[27] microgridknowledge.com
[12] medium.com
[9] radian6.com
[8] greentechmedia.com
[8] africanpowerplatform.org
[4] dexentralize.io

Top Domains in Tweet in G1:
[51] cummins.com
[32] linkedin.com
[17] twitter.com
[17] microgridknowledge.com
[2] weforum.org
[1] greentechmedia.com
[1] radian6.com
[1] deloitte.com

Top Domains in Tweet in G2:
[49] deloitte.com
[1] weforum.org

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[3] microgridknowledge.com
[3] linkedin.com
[2] morphizm.com
[2] indiatimes.com
[2] wenergyglobal.com
[2] hybridpowersystems.org
[1] instagram.com
[1] sandc.com
[1] aegischp.com
[1] landisgyr.com

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

Top Domains in Tweet in G6:
[8] radian6.com
[1] powerengineeringint.com

Top Domains in Tweet in G7:
[12] medium.com
[4] dexentralize.io

Top Domains in Tweet in G8:
[2] on24.com

Top Domains in Tweet in G10:
[3] trinasolar.com
[2] microgridknowledge.com
[2] greentechmedia.com
[1] cummins.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[323] microgrids
[81] renewables
[68] ad
[65] fuelcells
[55] sustainability
[54] energyefficiency
[53] futureofenergy
[36] microgrid
[34] california
[25] cleanenergy



Top Hashtags in Tweet in G1:
[121] microgrids
[67] ad
[57] fuelcells
[51] futureofenergy
[34] microgrid
[28] california
[17] cleanenergy
[16] connectivity
[15] energystorage
[14] renewables

Top Hashtags in Tweet in G2:
[50] microgrids
[50] energyefficiency
[49] renewables
[49] sustainability
[1] energy

Top Hashtags in Tweet in G3:
[15] microgrids
[6] bipv
[5] pv
[5] rooftoppv
[5] der
[4] millionmicrogrids
[4] newenergyfuture
[2] climatechange
[2] nationalgrid
[1] goodgridcitizens

Top Hashtags in Tweet in G4:
[33] microgrids
[7] energy
[6] renewableenergy
[6] solar
[4] battery
[4] inverter
[4] solarenergy
[4] solarpanels
[4] solarsystem
[4] batterystorage

Top Hashtags in Tweet in G5:
[7] microgrids
[6] cleanenergy
[5] demandresponse
[5] poweroutages
[5] resilience
[5] extremeheat
[5] climateimpacts
[5] climateactionnow
[1] wildfires
[1] powershutoffs

Top Hashtags in Tweet in G6:
[9] microgrids
[8] hybrid
[8] carbon
[8] futurepower
[1] renewableenergy
[1] mine
[1] australia

Top Hashtags in Tweet in G7:
[11] p2p
[11] microgrids
[9] renovables
[8] trading
[8] blockchain
[7] renewables
[7] prosumers
[7] v2g
[5] smartmeters
[5] internet

Top Hashtags in Tweet in G8:
[2] microgrids
[1] datacenter
[1] ppa
[1] ethyleneoxide
[1] energymanagement
[1] covid19recovery
[1] airdispersion
[1] ondemand
[1] sustainability
[1] osha

Top Hashtags in Tweet in G9:
[3] microgrids
[3] bioplastics
[3] dayofscience

Top Hashtags in Tweet in G10:
[8] microgrids
[3] solar
[1] futureofenergy
[1] fuelcells
[1] ad

Top Words
Top Words in Tweet in Entire Graph:
[331] #microgrids
[106] gt
[83] #renewables
[78] grid
[70] solar
[69] cummins
[69] co
[68] episode
[68] brightest
[68] bulbs

Top Words in Tweet in G1:
[121] #microgrids
[67] cummins
[67] episode
[67] brightest
[67] bulbs
[67] podcast
[67] #ad
[66] co
[66] solar
[57] decade

Top Words in Tweet in G2:
[100] gt
[50] grid
[50] link
[50] antgrasso
[50] antgrasso_it
[50] #microgrids
[50] #energyefficiency
[49] renewable
[49] generation
[49] micro

Top Words in Tweet in G3:
[15] #microgrids
[15] buildings
[10] grid
[7] power
[6] roof
[6] reduced
[6] #bipv
[5] #pv
[5] #rooftoppv
[5] massive

Top Words in Tweet in G4:
[33] #microgrids
[7] #energy
[6] power
[6] #renewableenergy
[6] #solar
[5] help
[5] microgrid
[5] time
[5] solutions
[5] microgrids

Top Words in Tweet in G5:
[7] #microgrids
[6] #cleanenergy
[5] join
[5] 21st
[5] century
[5] california
[5] automated
[5] #demandresponse
[5] avoid
[5] kind

Top Words in Tweet in G6:
[9] installation
[9] world
[9] largest
[9] #microgrids
[9] granny
[9] smith
[9] gold
[9] western
[8] announced
[8] #hybrid

Top Words in Tweet in G7:
[17] #p2p
[17] #microgrids
[14] dexentralize
[14] #blockchain
[13] #v2g
[11] de
[11] #ppa
[11] #vppa
[11] #internet
[11] #evs

Top Words in Tweet in G8:
[2] interested
[2] data
[2] #microgrids

Top Words in Tweet in G9:
[3] uwenergy
[3] glbrc
[3] outreach
[3] coordinator
[3] job
[3] help
[3] translate
[3] super
[3] cool
[3] research

Top Words in Tweet in G10:
[8] #microgrids
[4] california
[3] #solar
[3] signs
[3] renewed
[3] growing
[3] interest
[3] blog
[3] post
[3] ve

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[68] brightest,bulbs
[68] bulbs,podcast
[67] #microgrids,#renewables
[58] #fuelcells,#microgrids
[53] link,gt
[53] gt,gt
[53] antgrasso,antgrasso_it
[52] 2nd,episode
[52] podcast,co
[52] transmission,distribution

Top Word Pairs in Tweet in G1:
[67] brightest,bulbs
[67] bulbs,podcast
[57] #fuelcells,#microgrids
[51] 2nd,episode
[51] podcast,co
[41] #futureofenergy,technologies
[41] technologies,shape
[41] shape,decade
[41] decade,discuss
[41] discuss,cummins

Top Word Pairs in Tweet in G2:
[50] link,gt
[50] gt,gt
[50] antgrasso,antgrasso_it
[49] renewable,generation
[49] generation,micro
[49] micro,grid
[49] grid,setting
[49] setting,cost
[49] cost,effective
[49] effective,alternative

Top Word Pairs in Tweet in G3:
[5] #pv,roof
[5] required,reading
[5] reading,introducing
[5] introducing,energy
[5] energy,efficiency
[5] efficiency,megatrend
[5] megatrend,future
[5] future,buildings
[5] buildings,transportation
[5] transportation,power

Top Word Pairs in Tweet in G4:
[4] power,systems
[4] #battery,#inverter
[4] #inverter,#solar
[4] #solarenergy,#solarpanels
[4] #solarpanels,#solarsystem
[4] #solarsystem,#batterystorage
[4] #batterystorage,#batterytechnology
[4] #batterytechnology,#microgrids
[4] #microgrids,#renewableenergy
[3] climate,change

Top Word Pairs in Tweet in G5:
[6] #cleanenergy,#microgrids
[5] join,21st
[5] 21st,century
[5] century,california
[5] california,#cleanenergy
[5] #microgrids,automated
[5] automated,#demandresponse
[5] #demandresponse,avoid
[5] avoid,kind
[5] kind,#poweroutages

Top Word Pairs in Tweet in G6:
[9] installation,world
[9] world,largest
[9] #microgrids,granny
[9] granny,smith
[9] smith,gold
[8] announced,installation
[8] largest,#hybrid
[8] #hybrid,#microgrids
[8] gold,western
[8] western,australia

Top Word Pairs in Tweet in G7:
[11] #ppa,#vppa
[11] #evs,#v2g
[10] #v2g,#smartgrid
[9] qué,es
[9] es,el
[9] el,comercio
[9] comercio,de
[9] de,energía
[9] energía,entre
[9] entre,iguales

Top Word Pairs in Tweet in G9:
[3] uwenergy,glbrc
[3] glbrc,outreach
[3] outreach,coordinator
[3] coordinator,job
[3] job,help
[3] help,translate
[3] translate,super
[3] super,cool
[3] cool,research
[3] research,activities

Top Word Pairs in Tweet in G10:
[3] #solar,#microgrids
[3] #microgrids,signs
[3] signs,renewed
[3] renewed,growing
[3] growing,interest
[3] interest,blog
[3] blog,post
[3] post,ve
[3] ve,outlined
[3] outlined,key

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cummins
@antgrasso
@antgrasso_it
@deloitte
@lindagrass0
@ikea_australia
@catlbattery
@wef
@concentricpower
@dexentralize

Top Mentioned in G1:
@cummins
@ikea_australia
@catlbattery
@wef
@concentricpower
@antgrasso
@antgrasso_it
@energyandmines
@hans_ks
@bhp

Top Mentioned in G2:
@antgrasso
@antgrasso_it
@deloitte
@lindagrass0
@wef

Top Mentioned in G3:
@presidencyza
@circulareconomy
@nersa_za
@eskom_sa
@necsa_ltd
@tedblom
@chrisyelland
@knoxmsebenzi
@navitassa
@hawiknowledge1

Top Mentioned in G4:
@indiaesa

Top Mentioned in G5:
@californiapuc
@sarahbellelin
@calenergy
@asmluzrivas
@senatehertzberg
@ladwp
@mrodcd7

Top Mentioned in G6:
@goldfields_ltd

Top Mentioned in G7:
@dexentralize
@daniel_ei

Top Mentioned in G8:
@enelxna
@picarro
@centricasoln_na
@nrgenergy
@mtusolutions
@montrose_env

Top Mentioned in G9:
@uwenergy
@glbrc

Top Mentioned in G10:
@cummins

Top Tweeters
Top Tweeters in Entire Graph:
@markburgerenerg
@amazingchevvolt
@ssxman2
@gezgintrk
@kirillklip
@ilovebooks786
@mwt2008
@yvesmulkers
@ganjasmokercb
@zephyrzap

Top Tweeters in G1:
@amazingchevvolt
@gezgintrk
@kirillklip
@mwt2008
@yvesmulkers
@ganjasmokercb
@4c7f21ac5bb74b0
@wef
@sparkyofalberta
@vjmahon

Top Tweeters in G2:
@ssxman2
@ilovebooks786
@zephyrzap
@kanezadiane
@abidmarzouq
@taizun_tapia
@joseperezjr01
@antgrasso
@steffanoferrari
@rafparedes

Top Tweeters in G3:
@askgregory
@solarfred
@zshahan3
@cleantechnica
@eskom_sa
@dirkdevos
@sunnyboymorgan
@solarinmass
@chrisyelland
@kagiso64871247

Top Tweeters in G4:
@morphizm
@etenergyworld
@sudheerpalsingh
@pvsolarreport
@energycentral
@sandcelectric
@veolia
@efficiencymkts
@rawitt2
@hetranslations

Top Tweeters in G5:
@imagine_garden
@calmatters
@ladwp
@calenergy
@elliemcohen1
@california_iso
@californiapuc
@sarahbellelin
@climatecampaign
@senatehertzberg

Top Tweeters in G6:
@beakira_seo
@powerengint
@solwpolski
@thomas0eastman
@aggreko
@theaigroup
@griswold01w
@goldfields_ltd
@climateadvert
@hj_hampton

Top Tweeters in G7:
@zeroco2_
@vanrijmenam
@re_imaginegroup
@daniel_ei
@dexentralize
@alastria_
@andreabutelmann
@dlt4eu
@red_iel

Top Tweeters in G8:
@eldaily
@enelxna
@nrgenergy
@mtusolutions
@picarro
@centricasoln_na
@montrose_env

Top Tweeters in G9:
@sciencewiscedu
@mwisniewski
@uwenergy
@a_dot_ben
@glbrc

Top Tweeters in G10:
@georgschoener
@clean_coalition
@trinasolarus
@middleeastsolar
@hrobi