robovalley, Twitter, 9/15/2019 11:33:20 PM, 209850


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robovalley_2019-09-15_16-27-54.xlsx
robovalley_2019-09-15_16-27-54.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 15, 2019
Short Description:
robovalley via NodeXL http://bit.ly/2ZZq0Tg
@robovalley
@lise_ann_at_imr
@robohousedelft
@tudelft
@sandervroom
@siliconcanals
@sabinehauert
@academyrobo
@aiforretail
@pabbeel

Top hashtags:
#robotics
#ai
#nlinboston
#dih
#innovation
#delft
#roboat
#robots

Description:
Description
The graph represents a network of 174 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 Sunday, 15 September 2019 at 23:28 UTC.

The requested start date was Sunday, 15 September 2019 at 23:27 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 74-day, 0-hour, 12-minute period from Monday, 01 July 2019 at 10:20 UTC to Friday, 13 September 2019 at 10:32 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 : 174
Unique Edges : 328
Edges With Duplicates : 118
Total Edges : 446
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0830769230769231
Reciprocated Edge Ratio : 0.153409090909091
Connected Components : 8
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 167
Maximum Edges in a Connected Component : 440
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.711167
Graph Density : 0.0116935751777291
Modularity : 0.466922
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://sd-insights.eu/samenwerking-abw-en-sd-insights/
[4] https://twitter.com/SiliconCanals/status/1158279745307598848
[3] https://twitter.com/AIforRetail/status/1170985072985612289
[3] https://sifted.eu/articles/innovation-labs-for-corporations/
[2] https://www.tudelft.nl/aitech/aitech-symposium/
[2] https://siliconcanals.com/news/agricultural-drone-startups-europe-news/?utm_content=buffer9c020&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://news.mit.edu/2019/roboats-autonomous-connect-assemble-0829#.XW0RM9VlLRQ.twitter
[2] https://nos.nl/l/2291645
[2] http://createsend.com/t/d-6E95A6E75B5B85342540EF23F30FEDED
[2] https://robovalley.com/robohouse/

Top URLs in Tweet in G1:
[2] https://dih-squared.fundingbox.com/
[2] https://robovalley.com/activities/news/lunar-zebro-equipped-with-innovative-composite-materials/
[2] https://nos.nl/l/2291645
[2] http://news.mit.edu/2019/roboats-autonomous-connect-assemble-0829#.XW0RM9VlLRQ.twitter
[2] https://www.chrysalix.com/news_insights/chrysalix-robovalley-fund-makes-its-first-investment-in-feasible-inc-developers-of-a-breakthrough-battery-intelligence-platform/
[1] https://www.linkedin.com/slink?code=eXBXbNc
[1] http://createsend.com/t/d-6E95A6E75B5B85342540EF23F30FEDED
[1] https://twitter.com/i/web/status/1141333426055856129
[1] https://twitter.com/robohousedelft/status/1151122588334198786
[1] https://robovalley.com/activities/news/the-first-dih-hero-travel-voucher-call-is-open-for-proposal-submission/

Top URLs in Tweet in G2:
[2] https://twitter.com/AIforRetail/status/1170985072985612289
[1] https://robovalley.com/activities/courses/course/ros-training-2/
[1] https://dronerules.eu/en/professional/news/join-us-and-test-our-data-privacy-online-course-in-delft
[1] https://www.tudelft.nl/aitech/aitech-symposium/
[1] https://www.meetup.com/en-AU/Delft-AI-Meetup/events/262891404/
[1] https://twitter.com/i/web/status/1151558926762151942

Top URLs in Tweet in G3:
[6] https://sd-insights.eu/samenwerking-abw-en-sd-insights/
[4] https://twitter.com/SiliconCanals/status/1158279745307598848
[1] https://www.linkedin.com/slink?code=djeay9f
[1] https://lnkd.in/gWZkNwB
[1] https://twitter.com/foodbytes/status/1157669389199695872
[1] https://twitter.com/i/web/status/1160770443026010112

Top URLs in Tweet in G5:
[1] https://tudelftroboticsinstitute.nl/events/airobotics-seminar-wu-prof-frank-flemisch
[1] https://www.meetup.com/Delft-AI-Meetup/events/262891404/
[1] https://twitter.com/i/web/status/1151503350493585408

Top URLs in Tweet in G6:
[3] https://sifted.eu/articles/innovation-labs-for-corporations/

Top URLs in Tweet in G7:
[1] https://siliconcanals.com/news/agricultural-drone-startups-europe-news/?utm_content=buffer9c020&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.atmosuav.com/news/atmos-uav-appoints-mena3d-as-its-official-distributor-in-middle-east-north-africa

Top URLs in Tweet in G8:
[2] https://robovalley.com/robohouse/
[1] https://globenewswire.com/news-release/2019/06/24/1873161/0/en/Chrysalix-RoboValley-Fund-Makes-its-First-Investment-in-Feasible-Inc-Developers-of-a-Breakthrough-Battery-Intelligence-Platform.html#.XRneYqoSwSo.twitter
[1] https://www.t-mobile.nl/founders/interactive-robotics-nederlands-bedrijf-dat-robots-sociaal-maakt/
[1] https://twitter.com/i/web/status/1151869657017651200

Top URLs in Tweet in G9:
[1] https://www.bristol.ac.uk/news/2019/august/robot-swarms.html
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/aisy.201900031?cookieSet=1

Top URLs in Tweet in G10:
[1] https://buff.ly/2Mp5hBc

Top Domains
Top Domains in Tweet in Entire Graph:
[16] twitter.com
[8] robovalley.com
[6] sd-insights.eu
[3] linkedin.com
[3] sifted.eu
[2] tudelft.nl
[2] siliconcanals.com
[2] mit.edu
[2] nos.nl
[2] meetup.com

Top Domains in Tweet in G1:
[5] twitter.com
[5] robovalley.com
[2] fundingbox.com
[2] nos.nl
[2] mit.edu
[2] chrysalix.com
[1] linkedin.com
[1] createsend.com
[1] bbc.com
[1] siliconcanals.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] robovalley.com
[1] dronerules.eu
[1] tudelft.nl
[1] meetup.com

Top Domains in Tweet in G3:
[6] twitter.com
[6] sd-insights.eu
[1] linkedin.com
[1] lnkd.in

Top Domains in Tweet in G5:
[1] tudelftroboticsinstitute.nl
[1] meetup.com
[1] twitter.com

Top Domains in Tweet in G6:
[3] sifted.eu

Top Domains in Tweet in G7:
[1] siliconcanals.com
[1] atmosuav.com

Top Domains in Tweet in G8:
[2] robovalley.com
[1] globenewswire.com
[1] t-mobile.nl
[1] twitter.com

Top Domains in Tweet in G9:
[1] ac.uk
[1] wiley.com

Top Domains in Tweet in G10:
[1] buff.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] robotics
[23] ai
[21] nlinboston
[17] dih
[8] innovation
[7] delft
[6] roboat
[6] robots
[6] manufacturing
[6] nextdriver



Top Hashtags in Tweet in G1:
[28] robotics
[18] nlinboston
[17] ai
[13] dih
[5] manufacturing
[5] roboat
[4] innovation
[4] robots
[3] drones
[3] healthcare

Top Hashtags in Tweet in G2:
[3] robohouse
[2] gmv
[2] autonomous
[2] robocafe
[2] artificialintelligence
[1] dih
[1] smartindustry
[1] fieldlab
[1] testcentre
[1] cobots

Top Hashtags in Tweet in G3:
[7] delft
[6] nextdriver
[4] innovation
[3] yesdelft
[1] decooperatieverabobank
[1] robotics
[1] stimulatinginnovation

Top Hashtags in Tweet in G4:
[1] dih

Top Hashtags in Tweet in G5:
[3] ai
[3] robotics
[2] dih
[1] robots
[1] artificialintelligence
[1] nlinboston
[1] roboat

Top Hashtags in Tweet in G7:
[1] drones

Top Hashtags in Tweet in G8:
[3] robotics
[3] ai
[2] nlinboston
[1] nuclear
[1] fusion
[1] actonclimate
[1] climatechange
[1] energy
[1] riseforclimate
[1] wedonthavetime

Top Hashtags in Tweet in G10:
[1] robot
[1] engineers
[1] robotics
[1] roboticcourse
[1] smartindustry
[1] industry40

Top Words
Top Words in Tweet in Entire Graph:
[150] Words in Sentiment List#1: Positive
[18] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4175] Non-categorized Words
[4343] Total Words
[79] robovalley
[39] #robotics
[33] tudelft
[27] ai
[27] up

Top Words in Tweet in G1:
[28] #robotics
[26] robovalley
[21] up
[21] working
[19] project
[18] #nlinboston
[17] #ai
[17] ai
[15] automate
[15] grant

Top Words in Tweet in G2:
[23] tudelft
[17] robovalley
[15] proud
[13] aiforretail
[11] pabbeel
[11] keynote
[10] announce
[10] give
[10] deep
[10] learning

Top Words in Tweet in G3:
[9] robovalley
[7] yesdelft
[7] 10
[7] #delft
[6] great
[6] news
[6] announced
[6] cooperation
[6] abw_verzekering
[6] scale

Top Words in Tweet in G5:
[16] robovalley
[5] humatics_corp
[5] technology
[4] navigation
[4] professor
[4] aiforretail
[4] up
[4] working
[4] tudelft
[3] #ai

Top Words in Tweet in G6:
[10] innovation
[7] maijapalmer
[6] two
[6] valleys
[6] want
[6] look
[6] big
[6] corporation
[6] looking
[6] iotvalley

Top Words in Tweet in G8:
[3] robovalley
[3] #robotics
[3] #ai
[2] day
[2] two
[2] #nlinboston
[2] track
[2] started
[2] amesversace
[2] neurala

Top Words in Tweet in G9:
[2] press

Top Words in Tweet in G10:
[2] sam
[2] xl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17] grant,up
[17] up,248
[17] 248,000
[17] 000,consortia
[17] consortia,working
[15] proud,announce
[15] automate,factory
[15] factory,#dih
[15] #dih,project
[15] project,grant

Top Word Pairs in Tweet in G1:
[15] grant,up
[15] up,248
[15] 248,000
[15] 000,consortia
[15] consortia,working
[13] automate,factory
[13] factory,#dih
[13] #dih,project
[13] project,grant
[13] working,technology

Top Word Pairs in Tweet in G2:
[10] proud,announce
[10] announce,pabbeel
[10] pabbeel,give
[10] give,keynote
[10] keynote,deep
[10] deep,learning
[10] learning,learn
[10] learn,tudelft
[10] tudelft,order
[9] aiforretail,proud

Top Word Pairs in Tweet in G3:
[6] great,news
[6] news,announced
[6] announced,cooperation
[6] cooperation,abw_verzekering
[6] abw_verzekering,scale
[6] scale,service
[6] service,#nextdriver
[5] sd_insights,great
[5] #nextdriver,yâ
[4] much,more

Top Word Pairs in Tweet in G5:
[3] robovalley,interesting
[3] interesting,remarks
[3] remarks,davidmindell
[3] davidmindell,humatics_corp
[3] humatics_corp,positioning
[3] positioning,key
[3] key,technology
[3] technology,navigation
[2] #ai,#robotics
[2] navigation,precision

Top Word Pairs in Tweet in G6:
[6] two,valleys
[6] valleys,want
[6] want,look
[6] look,big
[6] big,corporation
[6] corporation,looking
[6] looking,innovation
[6] innovation,iotvalley
[5] maijapalmer,two
[5] iotvalley,roboval

Top Word Pairs in Tweet in G8:
[2] day,two
[2] two,#nlinboston
[2] #nlinboston,#ai
[2] #ai,#robotics
[2] #robotics,track
[2] track,started
[2] started,amesversace
[2] amesversace,neurala
[2] neurala,tells

Top Word Pairs in Tweet in G10:
[2] sam,xl

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@robovalley
@tudelft
@aiforretail
@robohousedelft
@pabbeel
@mit_csail
@yesdelft
@humatics_corp
@ams_institute
@maijapalmer

Top Mentioned in G1:
@robovalley
@mit_csail
@neurala
@ams_institute
@tudelft
@amesversace
@robohousedelft
@aiforretail
@chrysalixvc
@humatics_corp

Top Mentioned in G2:
@tudelft
@robovalley
@aiforretail
@pabbeel
@robohousedelft
@fme_nl
@aholddelhaize
@awltechniek
@robova
@tueindhoven

Top Mentioned in G3:
@yesdelft
@robovalley
@abw_verzekering
@sd_insights
@buccaneerdelft
@biotechdelft
@sandervroom
@moniquedelft
@hortiheroes

Top Mentioned in G4:
@vttfinland
@pprodutech
@gironsabine
@fiware
@proxinnov
@blumorphosas
@robovalley
@ids_association
@fundingbox
@ariestransilvan

Top Mentioned in G5:
@robovalley
@humatics_corp
@aiforretail
@tudelft
@davidmindell
@robohousedelft
@mit_csail
@pabbeel
@eemcs_tud
@cityofboston

Top Mentioned in G6:
@maijapalmer
@iotvalley
@robovalley
@roboval
@siftedeu
@innovate_k

Top Mentioned in G7:
@delairtech
@techhummingbird
@accdynamics
@biocarboneng
@atmosuav
@gamayanews
@mena3d_gmbh

Top Mentioned in G9:
@advintellsyst
@alan_winfield
@bristoluni
@bristolrobotlab
@uwebristol

Top Mentioned in G10:
@tudelft
@kivi_nl
@abbrobotics
@bamgroep_nl

Top Tweeters
Top Tweeters in Entire Graph:
@startupsbot
@psychicwaugh
@calcaware
@santchiweb
@nos
@entwistletx
@maxversace
@robotconsumer
@tech_eu
@ya

Top Tweeters in G1:
@psychicwaugh
@calcaware
@santchiweb
@nos
@youtube
@svb_financial
@philipsnl
@nlinny
@heineken
@hollandhightech

Top Tweeters in G2:
@entwistletx
@robotconsumer
@fullnam35087976
@nlintheusa
@tueindhoven
@tudelft
@peterstralia
@ilonavdb
@inekedezentje
@fme_nl

Top Tweeters in G3:
@startupsbot
@yesdelft
@hansligtenberg
@foodbytes
@abw_verzekering
@jjdmooij
@sandervroom
@moniquedelft
@bas_vollebregt
@worldhorticentr

Top Tweeters in G4:
@fiware
@vttfinland
@fraunhofer
@fundingbox
@proxinnov
@blumorphosas
@ids_association
@sirris_be
@imr_ie
@lise_ann_at_imr

Top Tweeters in G5:
@cityofboston
@t
@charlottehase
@aetudelft
@eemcs_tud
@tudelftdri
@chcorbato
@jurjenslump
@humatics_corp
@lunarzebro

Top Tweeters in G6:
@tech_eu
@johnthornhillft
@iotvalley
@mstothard
@bertranruiz
@siftedeu
@maijapalmer
@innovate_k
@roboval
@a_bessagnet

Top Tweeters in G7:
@siliconcanals
@delairtech
@gamayanews
@techhummingbird
@biocarboneng
@atmosuav
@mena3d_gmbh
@accdynamics

Top Tweeters in G8:
@maxversace
@ya
@felixevargas
@faithincompany
@the_new_fire
@simonebetka
@interactiverobo

Top Tweeters in G9:
@alan_winfield
@bristoluni
@uwebristol
@sabinehauert
@bristolrobotlab
@advintellsyst

Top Tweeters in G10:
@bamgroep_nl
@kivi_nl
@abbrobotics
@academyrobo