robovalley, Twitter, 3/28/2020 6:54:04 PM, 223917


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robovalley_2020-03-27_23-39-51.xlsx
robovalley_2020-03-27_23-39-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 28, 2020
Short Description:
robovalley via NodeXL https://bit.ly/2UJWf41
@robovalley
@colindadebeer
@sd_insights
@hannakaisasaari
@robohousedelft
@tudelft
@odddotbot
@lobster_project
@tudelftdri
@tudelftcampus

Top hashtags:
#robotics
#robohouse
#robocafe
#robovalley
#innovation
#ai
#funding

Description:
Description
The graph represents a network of 92 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, 28 March 2020 at 06:40 UTC.

The requested start date was Saturday, 28 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 83-day, 20-hour, 12-minute period from Thursday, 02 January 2020 at 12:25 UTC to Thursday, 26 March 2020 at 08:37 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 : 92
Unique Edges : 166
Edges With Duplicates : 115
Total Edges : 281
Number of Edge Types : 4
MentionsInRetweet : 171
Mentions : 83
Replies to : 7
Tweet : 20
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.0857142857142857
Reciprocated Edge Ratio : 0.157894736842105
Connected Components : 6
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 84
Maximum Edges in a Connected Component : 273
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.249152
Graph Density : 0.0226946966077401
Modularity : 0.321744
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 92 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, 28 March 2020 at 06:40 UTC.

The requested start date was Saturday, 28 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 83-day, 20-hour, 12-minute period from Thursday, 02 January 2020 at 12:25 UTC to Thursday, 26 March 2020 at 08:37 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:
[10] https://robovalley.com/careers/
[7] https://robovalley.com/activities/news/fizyr-attracts-funding-for-international-growth/
[3] https://www.heise.de/newsticker/meldung/Roboter-statt-Glyphosat-Odd-Bot-jaetet-Unkraut-4633630.html
[3] https://twinybots.ch/
[2] https://robovalley.com/activities/events/robocafe-10/
[2] http://createsend.com/t/d-7A190CB2A95BF21A2540EF23F30FEDED
[2] https://www.linkmagazine.nl/robovalley-en-accenture-samen-robotinnovatie/accenture/
[1] https://twitter.com/i/web/status/1243094739806715905
[1] https://robovalley.com/activities/events/robocafe-15/
[1] https://www.linkedin.com/posts/ahold-delhaize_ai-robotics-aholddelhaize-activity-6640964989521801216-gxFK

Top URLs in Tweet in G1:
[4] https://robovalley.com/activities/news/fizyr-attracts-funding-for-international-growth/
[2] https://robovalley.com/careers/
[2] https://robovalley.com/activities/events/robocafe-10/
[1] https://twitter.com/i/web/status/1243094739806715905
[1] https://twitter.com/odddotbot/status/1222159682204205058
[1] https://twitter.com/i/web/status/1238441204854984704
[1] https://twitter.com/i/web/status/1204782025376489472
[1] https://robovalley.com/activities/events/robocafe-7/
[1] https://twitter.com/i/web/status/1227266098749464581
[1] http://createsend.com/t/d-7A190CB2A95BF21A2540EF23F30FEDED

Top URLs in Tweet in G2:
[5] https://robovalley.com/careers/
[2] https://www.heise.de/newsticker/meldung/Roboter-statt-Glyphosat-Odd-Bot-jaetet-Unkraut-4633630.html
[1] https://www.linkedin.com/posts/ahold-delhaize_ai-robotics-aholddelhaize-activity-6640964989521801216-gxFK
[1] https://twitter.com/i/web/status/1219948505415979009
[1] https://youtu.be/zQjXDSxy01M
[1] https://www.youtube.com/watch?v=0DYM8GB9fzE&feature=youtu.be

[1] https://robovalley.com/minor-robotics-2019-2020/
[1] https://twitter.com/i/web/status/1176058202812813313
[1] https://robovalley.com/activities/news/wheed-wacker-robot-tested-in-the-field/

Top URLs in Tweet in G3:
[1] https://www.innovationquarter.nl/de-wereldtop-op-het-gebied-van-robotica-in-de-glastuinbouw-komt-samen-tijdens-robocrops/

Top URLs in Tweet in G4:
[1] https://buff.ly/2Wi57Az
[1] http://createsend.com/t/d-7A190CB2A95BF21A2540EF23F30FEDED
[1] https://www.linkedin.com/posts/projectbb_robotics-ai-sustainability-activity-6621619520777801728-3Tts

Top URLs in Tweet in G5:
[1] https://techleap.nl/
[1] https://twitter.com/i/web/status/1240276240428302337
[1] https://www.nvvc-congres.nl/nvvp/genomineerden-risico-s-in-beeld
[1] https://www.student-circuit.com/news/ahold-delhaize-joins-tu-delft-in-robotics/

Top URLs in Tweet in G6:
[2] https://robovalley.com/careers/
[1] https://www.heise.de/newsticker/meldung/Roboter-statt-Glyphosat-Odd-Bot-jaetet-Unkraut-4633630.html
[1] https://robovalley.com/activities/news/fizyr-attracts-funding-for-international-growth/

Top URLs in Tweet in G7:
[1] https://robovalley.com/careers/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1217113568488894464
[1] https://twitter.com/i/web/status/1217121050250678272

Top URLs in Tweet in G9:
[1] https://robovalley.com/activities/news/mavlab-world-champion-in-airr-autonomous-drone-race-2019/

Top URLs in Tweet in G10:
[2] https://www.linkmagazine.nl/robovalley-en-accenture-samen-robotinnovatie/accenture/
[1] https://twinybots.ch/
[1] https://robovalley.com/activities/news/fizyr-attracts-funding-for-international-growth/
[1] https://twitter.com/RoboValley/status/1225406999648776193

Top Domains
Top Domains in Tweet in Entire Graph:
[24] robovalley.com
[16] twitter.com
[3] linkedin.com
[3] heise.de
[3] twinybots.ch
[2] bit.ly
[2] createsend.com
[2] linkmagazine.nl
[1] highlightdelft.nl
[1] buff.ly

Top Domains in Tweet in G1:
[10] twitter.com
[10] robovalley.com
[2] bit.ly
[1] createsend.com
[1] highlightdelft.nl
[1] linkedin.com

Top Domains in Tweet in G2:
[7] robovalley.com
[2] twitter.com
[2] heise.de
[1] linkedin.com
[1] youtu.be
[1] youtube.com

Top Domains in Tweet in G3:
[1] innovationquarter.nl

Top Domains in Tweet in G4:
[1] buff.ly
[1] createsend.com
[1] linkedin.com

Top Domains in Tweet in G5:
[1] techleap.nl
[1] twitter.com
[1] nvvc-congres.nl
[1] student-circuit.com

Top Domains in Tweet in G6:
[3] robovalley.com
[1] heise.de

Top Domains in Tweet in G7:
[1] robovalley.com

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

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

Top Domains in Tweet in G10:
[2] linkmagazine.nl
[1] twinybots.ch
[1] robovalley.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] robotics
[15] robohouse
[14] robocafe
[14] robovalley
[12] innovation
[11] ai
[8] funding
[7] marcom
[7] ces
[5] delft



Top Hashtags in Tweet in G1:
[8] robotics
[7] innovation
[5] ai
[4] robovalley
[4] funding
[3] robohouse
[3] ces
[3] robocafe
[3] delft
[2] bitterballen

Top Hashtags in Tweet in G2:
[11] robohouse
[10] robovalley
[7] robocafe
[5] marcom
[3] robotics
[2] tudelft
[2] fieldlab
[1] designforvalues
[1] learning
[1] algorithm

Top Hashtags in Tweet in G4:
[1] covid19
[1] ces2020nl
[1] ces2021nl
[1] ces2020
[1] dutchspirit
[1] robots
[1] agritech
[1] robotics

Top Hashtags in Tweet in G5:
[2] robotics
[1] delft
[1] startups

Top Hashtags in Tweet in G6:
[2] sommox
[2] ces
[1] tudelft
[1] vacature
[1] wetenschapscommunicatie
[1] robohouse
[1] robotics
[1] ai
[1] funding
[1] innovation

Top Hashtags in Tweet in G7:
[4] robocafe
[1] ces
[1] marcom

Top Hashtags in Tweet in G8:
[1] europe
[1] innovation
[1] actu

Top Hashtags in Tweet in G9:
[1] delft
[1] airr
[1] autonomous
[1] drones
[1] ai
[1] machinelearning
[1] ml
[1] robotics
[1] automation
[1] digital

Top Hashtags in Tweet in G10:
[2] robotics
[2] ai
[1] innovation
[1] funding
[1] technology
[1] startups
[1] marketing
[1] communications
[1] design
[1] vacancy

Top Words
Top Words in Tweet in Entire Graph:
[118] Words in Sentiment List#1: Positive
[21] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3169] Non-categorized Words
[3308] Total Words
[95] robovalley
[31] robohousedelft
[25] join
[24] first
[23] tudelft

Top Words in Tweet in G1:
[17] robovalley
[10] robohousedelft
[8] #robotics
[7] join
[7] #innovation
[6] fizyrbv
[6] great
[6] odddotbot
[6] ces
[5] next

Top Words in Tweet in G2:
[49] robovalley
[17] minor
[16] robohousedelft
[15] robotics
[13] tudelft
[13] first
[11] take
[11] look
[11] #robohouse
[11] join

Top Words in Tweet in G4:
[6] robovalley
[3] odddotbot
[2] techleapnl
[2] lets
[2] started
[2] thing
[2] building
[2] weed
[2] whacker
[2] robohousedelft

Top Words in Tweet in G5:
[4] yesdelft
[4] robovalley
[2] nominated
[2] dutch
[2] traffic
[2] safety
[2] award
[2] 2020
[2] driver
[2] coaching

Top Words in Tweet in G6:
[10] robovalley
[5] ces
[5] first
[3] year
[3] smart
[3] weeding
[3] snoring
[3] explosion
[3] join
[3] next

Top Words in Tweet in G7:
[7] robovalley
[4] starting
[4] month
[4] #robocafe
[4] presentation
[4] demo
[4] paintrobot
[4] bob
[4] rob
[4] aschenbrennerin

Top Words in Tweet in G8:
[2] smes
[2] start
[2] ups
[2] aerospacevalley
[2] project
[2] european

Top Words in Tweet in G10:
[2] #robotics
[2] #ai
[2] neemt
[2] vanberlo
[2] overaccenture
[2] heeft
[2] overname
[2] afgerond
[2] bekroonde
[2] productontwerp

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] minor,robotics
[15] robovalley,robovalley
[15] tudelft,minor
[11] take,first
[11] first,look
[11] look,projects
[11] projects,tudelft
[11] robotics,developed
[11] developed,#robohouse
[10] robovalley,sets

Top Word Pairs in Tweet in G1:
[4] fizyr,attracts
[4] attracts,funding
[4] funding,international
[4] international,growth
[4] growth,#robotics
[4] #robotics,#ai
[4] #ai,#funding
[4] #funding,#innovation
[4] #innovation,fizyrbv
[3] minor,robotics

Top Word Pairs in Tweet in G2:
[15] minor,robotics
[14] robovalley,robovalley
[11] tudelft,minor
[9] take,first
[9] first,look
[9] look,projects
[9] projects,tudelft
[9] robotics,developed
[9] developed,#robohouse
[9] robovalley,sets

Top Word Pairs in Tweet in G4:
[2] lets,started
[2] started,thing
[2] thing,building
[2] building,weed
[2] weed,whacker
[2] whacker,robovalley
[2] robovalley,robohousedelft
[2] robovalley,image
[2] image,recognition
[2] recognition,algorithm

Top Word Pairs in Tweet in G5:
[2] yesdelft,robovalley
[2] nominated,dutch
[2] dutch,traffic
[2] traffic,safety
[2] safety,award
[2] award,2020
[2] 2020,driver
[2] driver,coaching
[2] coaching,service
[2] service,nextdriver

Top Word Pairs in Tweet in G6:
[3] robovalley,smart
[3] smart,weeding
[3] weeding,snoring
[3] snoring,explosion
[3] explosion,ces
[3] ces,join
[3] join,next
[3] next,week
[3] week,17
[3] 17,january

Top Word Pairs in Tweet in G7:
[4] robovalley,starting
[4] starting,month
[4] month,#robocafe
[4] #robocafe,presentation
[4] presentation,demo
[4] demo,paintrobot
[4] paintrobot,bob
[4] bob,rob
[4] rob,aschenbrennerin
[4] aschenbrennerin,idetudel

Top Word Pairs in Tweet in G8:
[2] start,ups

Top Word Pairs in Tweet in G10:
[2] #robotics,#ai
[2] neemt,vanberlo
[2] vanberlo,overaccenture
[2] overaccenture,heeft
[2] heeft,overname
[2] overname,afgerond
[2] afgerond,bekroonde
[2] bekroonde,productontwerp
[2] productontwerp,innovatiebureau
[2] innovatiebureau,vanb

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@robovalley
@robohousedelft
@tudelft
@odddotbot
@ces
@jaimysiebel
@aschenbrennerin
@fizyrbv

Top Mentioned in G1:
@robovalley
@robohousedelft
@fizyrbv
@odddotbot
@tudelft
@ces
@jpboers
@luxottica
@somnoxsleep
@aschenbrennerin

Top Mentioned in G2:
@robovalley
@robohousedelft
@tudelft
@jaimysiebel
@rove
@ces
@aschenbrennerin
@odddotbot

Top Mentioned in G3:
@tudelft
@robohousedelft
@academyrobo
@tudelftdri
@robovalley
@heinekennl_corp
@klm
@vanderlande
@xellanederland
@industrysmart

Top Mentioned in G4:
@robovalley
@odddotbot
@techleapnl
@robohousedelft
@projectbeachbot
@hollandhightech

Top Mentioned in G5:
@yesdelft
@robovalley
@tudelft
@sd_insights
@v_tron
@abw_verzekering
@circuit_student

Top Mentioned in G6:
@robovalley
@ces
@jmjagtenberg
@odddotbot
@roymeijer
@ilonavdb
@robohousedelft
@tudelft
@fizyrbv

Top Mentioned in G7:
@robovalley
@aschenbrennerin
@robohousedelft

Top Mentioned in G8:
@aerospacevalley
@robovalley
@cea_officiel
@tecnalia
@tudelft

Top Mentioned in G9:
@microuav
@arjenvanberkum

Top Tweeters
Top Tweeters in Entire Graph:
@klm
@jacobussystems
@robotconsumer
@fortivus
@arjenvanberkum
@tonboon
@lazybot6
@askn0b0dy
@roymeijer
@chelloway

Top Tweeters in G1:
@lazybot6
@askn0b0dy
@koppertcress
@hornbach_tweets
@next_robotics
@bartvoorn
@secretarysonny
@ams_institute
@moniquedelft
@idetudelft

Top Tweeters in G2:
@rove
@tudelft
@ilonavdb
@lucettemascini
@nl_digitaal
@aimeevanrobot
@delftswtech
@tudtechtransfer
@tudelft_ai
@hollandinstrum

Top Tweeters in G3:
@klm
@colindadebeer
@industrysmart
@vanderlande
@xellanederland
@heinekennl_corp
@smitzh_loket
@academyrobo

Top Tweeters in G4:
@ben_f0x
@hollandhightech
@techleapnl
@com_truz
@peter_vd_bosch
@odddotbot
@projectbeachbot

Top Tweeters in G5:
@jacobussystems
@yesdelft
@abw_verzekering
@circuit_student
@v_tron
@sd_insights
@fabgroeneveld

Top Tweeters in G6:
@robotconsumer
@tonboon
@roymeijer
@ces
@somnoxsleep
@tudelftdri
@jmjagtenberg

Top Tweeters in G7:
@chelloway
@aschenbrennerin
@claudiawerker
@roboticbuilding

Top Tweeters in G8:
@tecnalia
@cea_officiel
@aerospacevalley
@hannakaisasaari

Top Tweeters in G9:
@arjenvanberkum
@fdeparedes
@microuav

Top Tweeters in G10:
@proverbs142
@martinvanzaalen
@ninawaldhauer


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