robovalley, Twitter, 9/19/2020 10:36:56 AM, 235466


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robovalley_2020-09-18_23-41-33.xlsx
robovalley_2020-09-18_23-41-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2020
Short Description:
robovalley via NodeXL https://bit.ly/2FUb3t3
@robovalley
@robohousedelft
@age_intelligent
@swissbrisq
@lobster_project
@chrysalixvc
@sas_netherlands
@fabgroeneveld
@tudelftcampus
@tudelft

Top hashtags:
#delft
#startups
#robotics
#ai
#innovation
#robocafe
#fieldlab

Description:
Description
The graph represents a network of 87 Twitter users whose tweets in the requested range contained "robovalley", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 September 2020 at 06:42 UTC.

The requested start date was Saturday, 19 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 75-day, 20-hour, 4-minute period from Friday, 03 July 2020 at 13:54 UTC to Thursday, 17 September 2020 at 09:59 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 : 87
Unique Edges : 112
Edges With Duplicates : 129
Total Edges : 241
Number of Edge Types : 5
Retweet : 45
MentionsInRetweet : 73
Tweet : 25
Mentions : 93
Replies to : 5
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0579710144927536
Reciprocated Edge Ratio : 0.10958904109589
Connected Components : 10
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 77
Maximum Edges in a Connected Component : 228
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.455142
Graph Density : 0.0195134990644213
Modularity : 0.3959
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 87 Twitter users whose tweets in the requested range contained "robovalley", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 September 2020 at 06:42 UTC.

The requested start date was Saturday, 19 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 75-day, 20-hour, 4-minute period from Friday, 03 July 2020 at 13:54 UTC to Thursday, 17 September 2020 at 09:59 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : robovalley
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:
[4] https://www.computable.nl/artikel/nieuws/digital-innovation/7053957/250449/sas-en-robovalley-werken-aan-mens-robot-interactie.html?utm_source=twitter
[3] https://www.computable.nl/artikel/nieuws/digital-innovation/7053957/250449/sas-en-robovalley-werken-aan-mens-robot-interactie.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.youtube.com/watch?v=z1x8TZLr_xw&feature=youtu.be

[2] https://robovalley.com/activities/news/first-come-first-served-robocafe-is-back/
[2] https://robovalley.com/activities/events/robocafe-13/
[1] https://ec.europa.eu/info/news/new-recommendations-for-a-safe-and-ethical-transition-towards-driverless-mobility-2020-sep-18_en
[1] https://twitter.com/i/web/status/1303648458834874371
[1] https://www.rabobank.nl/rdi
[1] https://ntr.nl/De-Kennis-van-Nu/19/detail/5G-of-weg-ermee/VPWON_1308692#content
[1] https://bit.ly/30a8DgB

Top URLs in Tweet in G1:
[2] https://robovalley.com/activities/news/first-come-first-served-robocafe-is-back/
[1] https://www.tudelft.nl/en/ai/research/ai-labs-talent-recruitment/
[1] https://twitter.com/Reuters/status/1278161406156627968
[1] https://robovalley.com/activities/news/airspace-unlocked-for-robovalley-community/
[1] https://robovalley.com/activities/news/prize-looking-for-minds-full-of-ideas/
[1] https://twitter.com/projectmarch_/status/1295474578110775298
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DYilqnUZQIks&q=EgS4SO-bGKzQlvsFIhkA8aeDS24RKuZV6eDY3zlxLYc-8M4nyuQRMgFy
[1] https://www.computable.nl/artikel/nieuws/digital-innovation/7053957/250449/sas-en-robovalley-werken-aan-mens-robot-interactie.html?utm_source=twitter
[1] https://www.tudelft.nl/en/2020/3me/september/tu-delft-starts-programme-for-robot-engineer-of-the-future/
[1] https://robovalley.com/activities/events/robocafe-online-wearable-robotics/

Top URLs in Tweet in G2:
[3] https://www.youtube.com/watch?v=z1x8TZLr_xw&feature=youtu.be

[2] https://www.computable.nl/artikel/nieuws/digital-innovation/7053957/250449/sas-en-robovalley-werken-aan-mens-robot-interactie.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://dy.si/PnMKS
[1] https://www.tudelft.nl/2020/3me/september/tu-delft-start-opleiding-voor-robotingenieur-van-de-toekomst/
[1] https://www.rockingrobots.nl/robovalley-en-sas-werken-samen-aan-symbiotic-robotics/

Top URLs in Tweet in G3:
[1] https://twitter.com/SwissBrisq/status/1301862709424721921?s=20
[1] https://bit.ly/31O2WHG
[1] https://qq.com/

Top URLs in Tweet in G4:
[1] https://www.rabobank.nl/rdi
[1] https://twitter.com/FoodBytes/status/1283837988133318657
[1] https://challenge.rabobank.nl/landing
[1] https://twitter.com/i/web/status/1303621561363116037

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=Qcf7K6LDabE&feature=youtu.be

[1] https://robovalley.com/activities/courses/course/ros-training-3/
[1] https://robovalley.com/activities/events/robocafe-13/
[1] https://www.youtube.com/watch?v=AVvTD-kku7I&feature=youtu.be

[1] https://www.youtube.com/watch?v=vCZtd2i7XR4&feature=youtu.be

[1] https://www.globenewswire.com/news-release/2020/09/08/2089841/0/en/Chrysalix-RoboValley-Fund-Invests-in-Dynamic-Technology-Equipment-DTE-Inc-Developers-of-a-Breakthrough-Technology-for-Metals-Production-and-Processing-with-Next-Generation-Analytic.html
[1] https://www.chrysalix.com/news_insights/chrysalix-robovalley-fund-invests-in-dynamic-technology-equipment-dte-inc-developers-of-a-breakthrough-technology-for-metals-production-and-processing-with-next-generation-analytics/#metals
[1] https://www.computable.nl/artikel/nieuws/digital-innovation/7053957/250449/sas-en-robovalley-werken-aan-mens-robot-interactie.html?utm_source=twitter

Top URLs in Tweet in G6:
[1] https://twitter.com/RoboValley/status/1280115499028877312
[1] https://twitter.com/i/web/status/1303273707784282113
[1] https://twitter.com/i/web/status/1303273718093877255
[1] https://twitter.com/i/web/status/1303276514159534080
[1] https://twitter.com/i/web/status/1303362347625373696
[1] https://www.computable.nl/artikel/nieuws/digital-innovation/7053957/250449/sas-en-robovalley-werken-aan-mens-robot-interactie.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.computable.nl/artikel/nieuws/digital-innovation/7053957/250449/sas-en-robovalley-werken-aan-mens-robot-interactie.html?utm_source=twitter
[1] https://www.emerce.nl/wire/robovalley-sas-werken-samen-symbiotic-robotics

Top URLs in Tweet in G7:
[1] https://mechatronicamachinebouw.nl/artikel/robovalley-en-sas-werken-samen-aan-symbiotisch-robots/?utm_source=Tw_MM_wk38&utm_campaign=MM_robovalleysas
[1] https://www.computable.nl/artikel/nieuws/digital-innovation/7053957/250449/sas-en-robovalley-werken-aan-mens-robot-interactie.html
[1] https://www.computable.nl/artikel/nieuws/digital-innovation/7053957/250449/sas-en-robovalley-werken-aan-mens-robot-interactie.html?utm_source=twitter
[1] https://biplatform.nl/2401340/sas-en-robovalley-werken-samen-aan-symbiotic-robotics.html#.X1jERHi7_jM.hootsuite

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1306487951782744064
[1] https://www.linkedin.com/slink?code=d_j3ySU
[1] https://www.linkedin.com/slink?code=dBiqNTG
[1] https://twitter.com/i/web/status/1306476648263561217

Top Domains
Top Domains in Tweet in Entire Graph:
[13] twitter.com
[9] robovalley.com
[8] computable.nl
[6] youtube.com
[3] bit.ly
[3] tudelft.nl
[2] rabobank.nl
[2] linkedin.com
[1] europa.eu
[1] ntr.nl

Top Domains in Tweet in G1:
[7] robovalley.com
[3] twitter.com
[2] tudelft.nl
[2] bit.ly
[1] google.com
[1] computable.nl
[1] ntr.nl
[1] europa.eu

Top Domains in Tweet in G2:
[3] youtube.com
[2] computable.nl
[1] dy.si
[1] tudelft.nl
[1] rockingrobots.nl

Top Domains in Tweet in G3:
[1] twitter.com
[1] bit.ly
[1] qq.com

Top Domains in Tweet in G4:
[2] rabobank.nl
[2] twitter.com

Top Domains in Tweet in G5:
[3] youtube.com
[2] robovalley.com
[1] globenewswire.com
[1] chrysalix.com
[1] computable.nl

Top Domains in Tweet in G6:
[5] twitter.com
[2] computable.nl
[1] emerce.nl

Top Domains in Tweet in G7:
[2] computable.nl
[1] mechatronicamachinebouw.nl
[1] biplatform.nl

Top Domains in Tweet in G8:
[2] twitter.com
[2] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] delft
[9] startups
[6] robotics
[5] ai
[5] innovation
[4] robocafe
[4] fieldlab
[4] technology
[3] smartindustry
[2] analytics



Top Hashtags in Tweet in G1:
[3] robocafe
[2] ai
[2] innovation
[2] robotics
[1] getinthering
[1] facemask
[1] zorgtech
[1] 5g
[1] network
[1] funding

Top Hashtags in Tweet in G2:
[3] robotics
[3] innovation
[3] technology
[2] ai
[1] analytics
[1] innovaties
[1] sam
[1] innovatie
[1] tudelftcampus
[1] delft

Top Hashtags in Tweet in G3:
[1] zorgtech
[1] fieldlabs
[1] zorgtechnologie
[1] ehealth
[1] zorginnovatie

Top Hashtags in Tweet in G4:
[8] delft
[8] startups
[2] rabobank
[1] innovations

Top Hashtags in Tweet in G5:
[3] smartindustry
[3] fieldlab
[1] rostraining
[1] robohouse
[1] robocafe
[1] gamechanger
[1] aluminum
[1] dataanalytics
[1] industry40
[1] investment

Top Hashtags in Tweet in G7:
[1] ai
[1] analytics
[1] robots
[1] innovaties
[1] sas
[1] dnalab

Top Hashtags in Tweet in G8:
[2] robot
[1] robotics

Top Words
Top Words in Tweet in Entire Graph:
[63] robovalley
[24] unmanned
[19] robot
[16] open
[15] first
[14] tudelft
[14] sas
[13] aan
[12] mens
[12] valley

Top Words in Tweet in G1:
[19] robovalley
[18] unmanned
[13] first
[10] robocafé
[9] valley
[9] open
[8] today
[8] robot
[8] fieldlab
[7] online

Top Words in Tweet in G2:
[10] robovalley
[6] tudelft
[4] unmanned
[3] #robotics
[3] start
[3] masteropleiding
[3] robotica
[3] goed
[3] nieuws
[3] dat

Top Words in Tweet in G3:
[2] innoquarter
[2] hsd_nl
[2] secrobotsam
[2] koninklijkhuis
[2] cybersecurityac
[2] ditssinfo
[2] martinsroos1
[2] nieuwsez
[2] robovalley
[2] hollandhightech

Top Words in Tweet in G4:
[8] yesdelft
[8] robovalley
[8] #delft
[8] #startups
[6] forget
[6] buccaneerdelft
[5] fabgroeneveld
[4] call
[4] calling
[4] apply

Top Words in Tweet in G5:
[11] robohouse
[8] inside
[5] robovalley
[4] watch
[4] we've
[4] invited
[4] community
[4] members
[4] robotics
[3] learned

Top Words in Tweet in G6:
[8] robovalley
[4] sas
[4] werken
[4] aan
[3] chrysalix
[3] fund
[3] invests
[3] dynamic
[3] technology
[3] equipment

Top Words in Tweet in G7:
[7] robovalley
[4] sas_netherlands
[4] bi
[3] sassoftware
[3] analytics
[3] samen
[3] sas
[3] werken
[3] aan
[2] vandaag

Top Words in Tweet in G8:
[4] robovalley
[3] sas
[3] met
[3] data
[2] cnc
[2] langdraaier
[2] alternatief
[2] multitasking
[2] sturen
[2] robot

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] unmanned,valley
[10] mens,robot
[10] sas,robovalley
[10] robovalley,werken
[10] valley,open
[10] open,drones
[10] drones,unmanned
[10] unmanned,systems
[10] systems,tested
[10] tested,beautiful

Top Word Pairs in Tweet in G1:
[9] unmanned,valley
[7] valley,open
[7] open,drones
[7] drones,unmanned
[7] unmanned,systems
[7] systems,tested
[7] tested,beautiful
[7] beautiful,fieldlab
[7] fieldlab,far
[6] robovalley,unmanned

Top Word Pairs in Tweet in G2:
[3] tudelft,start
[3] start,masteropleiding
[3] masteropleiding,robotica
[3] robotica,goed
[3] goed,nieuws
[3] nieuws,dat
[3] dat,zal
[3] zal,leiden
[3] leiden,tot
[3] tot,verdere

Top Word Pairs in Tweet in G3:
[2] koninklijkhuis,cybersecurityac
[2] cybersecurityac,ditssinfo
[2] ditssinfo,martinsroos1
[2] martinsroos1,nieuwsez
[2] nieuwsez,robovalley
[2] robovalley,hollandhightech

Top Word Pairs in Tweet in G4:
[8] yesdelft,robovalley
[6] #startups,forget
[6] buccaneerdelft,#delft
[6] #delft,#startups
[4] call,yesdelft
[4] calling,yesdelft
[4] robovalley,buccaneerdelft
[4] forget,apply
[3] fabgroeneveld,calling
[3] apply,#rabobanâ

Top Word Pairs in Tweet in G5:
[8] inside,robohouse
[4] watch,inside
[4] we've,invited
[4] invited,community
[4] community,members
[4] members,inside
[3] robohouse,learned
[3] learned,see
[3] see,future
[3] future,robohouse

Top Word Pairs in Tweet in G6:
[3] chrysalix,robovalley
[3] robovalley,fund
[3] fund,invests
[3] invests,dynamic
[3] dynamic,technology
[3] technology,equipment
[3] equipment,dte
[3] dte,inc
[3] inc,developers
[3] developers,breakthrough

Top Word Pairs in Tweet in G7:
[3] sas,robovalley
[3] robovalley,werken
[2] vandaag,partnership
[2] partnership,tussen
[2] tussen,robovalley
[2] robovalley,sassoftware
[2] sassoftware,met
[2] met,trots
[2] trots,door
[2] door,bertboerssas

Top Word Pairs in Tweet in G8:
[2] cnc,langdraaier
[2] langdraaier,alternatief
[2] alternatief,multitasking
[2] multitasking,robovalley
[2] robovalley,sas
[2] sas,sturen
[2] sturen,robot
[2] robot,met
[2] met,data
[2] data,aan

Top Replied-To
Top Replied-To in Entire Graph:
@robovalley
@innoquarter

Top Replied-To in G1:
@robovalley

Top Replied-To in G2:
@robovalley

Top Replied-To in G3:
@innoquarter

Top Mentioned
Top Mentioned in Entire Graph:
@robovalley
@tudelft
@yesdelft
@tudelftcampus
@sas_netherlands
@fabgroeneveld
@robohousedelft
@tudelft3me
@sassoftware
@buccaneerdelft

Top Mentioned in G1:
@robovalley
@tudelft
@tudelft3me
@doiotfieldlab
@thegrnvillage
@tudelftcampus
@nvr_ruimtevaart
@topsectortu
@tno_research
@btg_org

Top Mentioned in G2:
@robovalley
@tudelft
@computablenl
@tudelftcampus
@lobster_project
@robohousedelft
@sas_netherlands
@fabgroeneveld
@tudelftdri

Top Mentioned in G3:
@hsd_nl
@secrobotsam
@koninklijkhuis
@cybersecurityac
@ditssinfo
@martinsroos1
@nieuwsez
@robovalley
@hollandhightech

Top Mentioned in G4:
@yesdelft
@robovalley
@fabgroeneveld
@buccaneerdelft
@tudelft
@rabobank
@foodbytes

Top Mentioned in G5:
@robovalley
@tudelftcampus
@crijnbouman
@rocsys
@robohousedelft
@fleetcleaner
@tudelft3me
@chrysalixvc
@globenewswire

Top Mentioned in G7:
@robovalley
@sas_netherlands
@sassoftware
@bertboerssas
@jaimysiebel
@robohousedelft
@biplatform

Top Mentioned in G8:
@madeineuropenu

Top Tweeters
Top Tweeters in Entire Graph:
@tmobile
@rabobank
@gquerci
@stem_nastics
@robotconsumer
@contentoflifer
@24x7_mynews
@sassoftware
@computablenl
@roboticsfinland

Top Tweeters in G1:
@tmobile
@stem_nastics
@roboticsfinland
@pavboesschoten
@gemeentedelft
@zuid_holland
@gemeentekatwijk
@topsectortu
@enseriopr
@surf_nl

Top Tweeters in G2:
@robotconsumer
@computablenl
@tudelft
@ilonavdb
@wimues
@tudelftdri
@tudelft_ai
@rockingrobots
@tudelftcampus
@lobster_project

Top Tweeters in G3:
@swissbrisq
@hollandhightech
@nieuwsez
@hsd_nl
@innoquarter
@koninklijkhuis
@ditssinfo
@cybersecurityac
@secrobotsam
@martinsroos1

Top Tweeters in G4:
@rabobank
@foodbytes
@yesdelft
@mwmrol
@bas_vollebregt
@janmgroeneveld
@buccaneerdelft
@fabgroeneveld

Top Tweeters in G5:
@chrysalixvc
@arthurdecrook
@walvanlierop
@crijnbouman
@robohousedelft
@globenewswire
@rocsys
@fleetcleaner

Top Tweeters in G6:
@contentoflifer
@24x7_mynews
@ictactueel
@channelwebnl
@newworldtimes2
@renvandaag
@joostvandeloo
@babozaikhan

Top Tweeters in G7:
@sassoftware
@sas_netherlands
@biplatform
@mechatronicamac
@edwinpeters
@bertboerssas
@jaimysiebel

Top Tweeters in G8:
@gquerci
@madeineuropenu