robovalley, Twitter, 3/27/2021 7:19:51 AM, 251391


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robovalley_2021-03-26_23-41-12.xlsx
robovalley_2021-03-26_23-41-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 27, 2021
Short Description:
robovalley via NodeXL https://bit.ly/39jEPDC
@robovalley
@robohousedelft
@nfia_uscanada
@sas_netherlands
@aiforretail
@domainkingkunal
@fabgroeneveld
@tmu14
@sasbelux
@manifattura40

Top hashtags:
#robotics
#innovations
#sasdnalab
#ai
#analytics
#krill
#robots
#data

Description:
Description
The graph represents a network of 65 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, 27 March 2021 at 06:41 UTC.

The requested start date was Saturday, 27 March 2021 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 70-day, 20-hour, 31-minute period from Wednesday, 13 January 2021 at 16:49 UTC to Thursday, 25 March 2021 at 13:21 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 : 65
Unique Edges : 101
Edges With Duplicates : 164
Total Edges : 265
Number of Edge Types : 5
Mentions : 88
Retweet : 44
MentionsInRetweet : 120
Tweet : 8
Replies to : 5
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0694444444444444
Reciprocated Edge Ratio : 0.12987012987013
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 58
Maximum Edges in a Connected Component : 257
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.394199
Graph Density : 0.0370192307692308
Modularity : 0.321007
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 65 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, 27 March 2021 at 06:41 UTC.

The requested start date was Saturday, 27 March 2021 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 70-day, 20-hour, 31-minute period from Wednesday, 13 January 2021 at 16:49 UTC to Thursday, 25 March 2021 at 13:21 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://robovalley.com/activities/events/robocafe-predicting-the-unpredictable-with-a-nurse-and-a-robotics-researcher/
[3] https://robovalley.com/activities/events/the-virtues-of-being-rude-to-robots/
[3] http://robohouse.tilda.ws/
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=robocafe.app&origin=sales_lander_10&utm_medium=Parking&utm_campaign=offerpage
[2] https://trainings.i4ms.eu/Trainings/openTraining/91
[1] https://www.elementsofai.nl/
[1] https://www.faulhaber.com/en/news-events/events/webinars/
[1] https://twitter.com/caspereersel/status/1365314571809021958
[1] https://robovalley.com/activities/news/what-a-bottle-picker-can-do/?utm_campaign=coschedule&utm_source=twitter&utm_medium=NFIA_USCanada
[1] https://twitter.com/i/web/status/1368509393550123008

Top URLs in Tweet in G1:
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=robocafe.app&origin=sales_lander_10&utm_medium=Parking&utm_campaign=offerpage
[1] https://robovalley.com/activities/events/the-virtues-of-being-rude-to-robots/
[1] https://robovalley.com/activities/events/robocafe-predicting-the-unpredictable-with-a-nurse-and-a-robotics-researcher/
[1] https://www.tudelftcontest.nl/
[1] http://robohouse.tilda.ws/
[1] https://www.linkedin.com/jobs/view/manager-research-development-air-lab-at-ahold-delhaize-2379631289

Top URLs in Tweet in G2:
[2] http://robohouse.tilda.ws/
[2] https://robovalley.com/activities/events/the-virtues-of-being-rude-to-robots/
[2] https://trainings.i4ms.eu/Trainings/openTraining/91
[1] https://www.elementsofai.nl/
[1] https://roboacademy.nl/product/programmeren-met-python/
[1] https://www.sut.org/publications/the-underwater-technology-podcast/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Fnatmachintell%2F
[1] https://robovalley.com/activities/events/sas-open-dna-cafe/
[1] https://robovalley.com/activities/news/demo-day-the-most-exciting-day-of-the-year/
[1] https://robovalley.com/activities/events/robocafe-predicting-the-unpredictable-with-a-nurse-and-a-robotics-researcher/

Top URLs in Tweet in G3:
[1] https://twitter.com/caspereersel/status/1365314571809021958
[1] https://twitter.com/robovalley/status/1362705511683141633
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4544014473
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4514100362#comingup
[1] https://twitter.com/i/web/status/1364477566426447872
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4514210588#comingup
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4514284623#comingup
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4503980054#comingup
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4514313930#comingup
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4544097539

Top URLs in Tweet in G4:
[1] https://www.fme.nl/agenda/financieringsevent-voor-medtechstarters-van-fme-en-rabobank

Top URLs in Tweet in G5:
[1] https://robovalley.com/activities/news/what-a-bottle-picker-can-do/?utm_campaign=coschedule&utm_source=twitter&utm_medium=NFIA_USCanada

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1364847602706116608
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4501720162#comingup
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4514072942#comingup
[1] https://twitter.com/i/web/status/1364477565956726789
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4514212314#comingup
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4514286997#comingup
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4514316162#comingup

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1368509393550123008
[1] https://twitter.com/i/web/status/1368507833189359616

Top URLs in Tweet in G8:
[2] https://robovalley.com/activities/events/robocafe-predicting-the-unpredictable-with-a-nurse-and-a-robotics-researcher/

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1359507388127195144
[1] https://timesnest.com/chrysalix-robovalley-fund-invests-in-dynamic-technology-equipment-dte-inc-developers-of-a-breakthrough-technology-for-metals-production-and-processing-with-next-generation-analytics/?feed_id=305207&_unique_id=6035f83aeae60

Top Domains
Top Domains in Tweet in Entire Graph:
[12] sas.com
[11] robovalley.com
[9] twitter.com
[3] tilda.ws
[3] i4ms.eu
[2] sedo.com
[1] elementsofai.nl
[1] faulhaber.com
[1] tudelftcontest.nl
[1] timesnest.com

Top Domains in Tweet in G1:
[2] sedo.com
[2] robovalley.com
[1] tudelftcontest.nl
[1] tilda.ws
[1] linkedin.com

Top Domains in Tweet in G2:
[6] robovalley.com
[3] i4ms.eu
[2] tilda.ws
[1] elementsofai.nl
[1] roboacademy.nl
[1] sut.org
[1] nature.com
[1] faulhaber.com
[1] smh.re

Top Domains in Tweet in G3:
[7] sas.com
[4] twitter.com

Top Domains in Tweet in G4:
[1] fme.nl

Top Domains in Tweet in G5:
[1] robovalley.com

Top Domains in Tweet in G6:
[5] sas.com
[2] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] robotics
[12] innovations
[12] sasdnalab
[11] ai
[9] analytics
[8] krill
[4] robots
[4] data
[3] futureofwork
[3] intelligence



Top Hashtags in Tweet in G1:
[5] robotics
[3] futureofwork
[2] app
[2] krill
[1] robots
[1] robohouse
[1] domain
[1] forsale
[1] robocafe
[1] cryptocurrency

Top Hashtags in Tweet in G2:
[3] training
[1] ai
[1] haptics
[1] vrtraining
[1] roboticinnovation
[1] drivesystemtechnology
[1] motioncontrol
[1] noisemanagement
[1] accelerate
[1] innovation

Top Hashtags in Tweet in G3:
[12] robotics
[7] sasdnalab
[7] innovations
[5] ai
[5] analytics
[4] krill
[2] intelligence
[2] data
[2] robots
[1] saschat

Top Hashtags in Tweet in G4:
[2] delft
[2] medtech
[2] startups

Top Hashtags in Tweet in G5:
[1] robotics
[1] investinholland

Top Hashtags in Tweet in G6:
[5] robotics
[5] sasdnalab
[5] innovations
[4] ai
[4] analytics
[2] data
[2] krill
[1] intelligence
[1] robots

Top Hashtags in Tweet in G7:
[2] abomination

Top Hashtags in Tweet in G9:
[1] op_zuid
[1] inspectie
[1] maintenance

Top Words
Top Words in Tweet in Entire Graph:
[51] robovalley
[37] café
[36] robotics
[30] march
[30] sas
[30] open
[25] robohousedelft
[23] #robotics
[16] robots
[16] sas_netherlands

Top Words in Tweet in G1:
[14] robohousedelft
[13] robovalley
[12] tudelft
[10] noorvantiel
[9] robotics
[8] nurse
[7] adrziekenhuis
[7] ferranti_laura
[7] tudelftcampus
[6] robocafé

Top Words in Tweet in G2:
[10] robovalley
[6] robotics
[6] robot
[5] robots
[4] delft
[4] one
[4] march
[4] host
[4] students
[4] robohousedelft

Top Words in Tweet in G3:
[19] café
[15] robovalley
[15] sas
[15] open
[13] robotics
[12] #robotics
[12] march
[10] sas_netherlands
[7] joostvandeloo
[7] #sasdnalab

Top Words in Tweet in G4:
[2] calling
[2] yesdelft
[2] robovalley
[2] #delft
[2] #medtech
[2] #startups
[2] february
[2] 9th
[2] fme_nl
[2] rabobank

Top Words in Tweet in G5:
[2] heineken

Top Words in Tweet in G6:
[11] café
[10] sas
[10] open
[10] march
[9] robovalley
[7] robotics
[6] next
[5] join
[5] #robotics
[5] #sasdnalab

Top Words in Tweet in G7:
[2] anne_dard
[2] jamais
[2] s'allier
[2] machines
[2] #abomination
[2] comme
[2] ia
[2] sont
[2] aussi
[2] cachées

Top Words in Tweet in G9:
[2] robovalley

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] sas,open
[30] open,café
[17] café,march
[9] water,pollution
[9] #sasdnalab,#innovations
[8] robots,next
[8] robotics,team
[8] team,#krill
[7] noorvantiel,adrziekenhuis
[7] adrziekenhuis,tudelft

Top Word Pairs in Tweet in G1:
[7] noorvantiel,adrziekenhuis
[7] adrziekenhuis,tudelft
[6] robohousedelft,noorvantiel
[6] tudelft,ferranti_laura
[6] ferranti_laura,tudelftcampus
[6] tudelftcampus,robovalley
[5] domainkingkunal,robohousedelft
[4] predicting,unpredictable
[4] unpredictable,nurse
[4] nurse,robotics

Top Word Pairs in Tweet in G2:
[3] fox,news
[3] 23,march
[3] virtues,being
[3] being,rude
[3] rude,robots
[3] know,#training
[3] #training,offer
[3] offer,robot
[3] robovalley,more
[3] more,info

Top Word Pairs in Tweet in G3:
[15] sas,open
[15] open,café
[8] café,march
[5] #sasdnalab,#innovations
[4] curious,trends
[4] trends,#robotics
[4] #robotics,robovalley's
[4] robovalley's,strategy
[4] strategy,robotics
[4] robotics,innovation

Top Word Pairs in Tweet in G4:
[2] calling,yesdelft
[2] yesdelft,robovalley
[2] robovalley,#delft
[2] #delft,#medtech
[2] #medtech,#startups
[2] #startups,february
[2] february,9th
[2] 9th,fme_nl
[2] fme_nl,rabobank

Top Word Pairs in Tweet in G6:
[10] sas,open
[10] open,café
[7] café,march
[4] during,sas
[4] march,live
[4] live,broadcasted
[4] join,sas
[4] #sasdnalab,#innovations
[3] intelligent,robots
[3] robots,next

Top Word Pairs in Tweet in G7:
[2] jamais,s'allier
[2] s'allier,machines
[2] machines,#abomination
[2] #abomination,comme
[2] comme,ia
[2] ia,sont
[2] sont,aussi
[2] aussi,cachées

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@robovalley
@robohousedelft
@sas_netherlands
@tudelft
@joostvandeloo
@noorvantiel
@tudelftcampus
@arthurdecrook
@adrziekenhuis
@ferranti_laura

Top Mentioned in G1:
@robovalley
@robohousedelft
@tudelft
@noorvantiel
@adrziekenhuis
@ferranti_laura
@tudelftcampus
@domainkingkunal
@sasbelux
@sas_netherlands

Top Mentioned in G2:
@robovalley
@robohousedelft
@tudelft
@tudelftcampus
@ampelmann_hq
@arthurdecrook
@sas_netherlands
@joostvandeloo
@crijnbouman
@rocsys1

Top Mentioned in G3:
@robovalley
@sas_netherlands
@joostvandeloo
@arthurdecrook
@robohousedelft
@jaimysiebel
@caspereersel
@am

Top Mentioned in G4:
@yesdelft
@robovalley
@fme_nl
@rabobank
@fabgroeneveld

Top Mentioned in G5:
@heineken
@smitzh_loket
@robohousedelft
@tno_nieuws

Top Mentioned in G6:
@robovalley
@sasbelux
@sas_netherlands
@robohousedelft
@robov
@joostvandeloo

Top Mentioned in G7:
@microsoftfrance

Top Mentioned in G8:
@marleenhuysman

Top Tweeters
Top Tweeters in Entire Graph:
@xaelbot
@trendsinai
@rabobank
@djangobot_
@nowthisnews
@robotconsumer
@godfrey_g_
@manifattura40
@timesnest
@sylviegelinet

Top Tweeters in G1:
@xaelbot
@djangobot_
@robotconsumer
@askamrobert
@tudelft
@sedo
@domains_perfect
@caspereersel
@yesdelftstudent
@adrziekenhuis

Top Tweeters in G2:
@nowthisnews
@aschenbrennerin
@davidseoanevila
@sandervroom
@robovalley
@i4ms_europe
@tudelft_ai
@crijnbouman
@dob_academy
@senseglove

Top Tweeters in G3:
@trendsinai
@godfrey_g_
@sas_netherlands
@sasforums
@joostvandeloo
@am
@arthurdecrook
@hollandinstrum
@aztech_solution
@jaimysiebel

Top Tweeters in G4:
@rabobank
@yesdelft
@fme_nl
@tmu14
@fabgroeneveld

Top Tweeters in G5:
@heineken
@nfia_uscanada
@tno_nieuws
@smitzh_loket

Top Tweeters in G6:
@manifattura40
@sasbelux
@josvdv
@robov

Top Tweeters in G7:
@sylviegelinet
@anne_dard
@microsoftfrance

Top Tweeters in G8:
@marleenhuysman
@lauren_wbg

Top Tweeters in G9:
@timesnest
@stimuluspm


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