robovalley, Twitter, 3/16/2021 9:00:38 PM, 250758


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robovalley_2021-03-15_00-41-13.xlsx
robovalley_2021-03-15_00-41-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2021
Short Description:
robovalley via NodeXL https://bit.ly/30MXHq1
@robovalley
@robohousedelft
@nfia_uscanada
@sas_netherlands
@aiforretail
@domainkingkunal
@tmu14
@fabgroeneveld
@sasbelux
@manifattura40

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

Description:
Description
The graph represents a network of 63 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 Monday, 15 March 2021 at 07:41 UTC.

The requested start date was Saturday, 13 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 55-day, 20-hour, 21-minute period from Wednesday, 13 January 2021 at 16:49 UTC to Wednesday, 10 March 2021 at 13:11 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 : 63
Unique Edges : 101
Edges With Duplicates : 149
Total Edges : 250
Number of Edge Types : 5
Mentions : 81
MentionsInRetweet : 116
Retweet : 42
Tweet : 8
Replies to : 3
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.072463768115942
Reciprocated Edge Ratio : 0.135135135135135
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 56
Maximum Edges in a Connected Component : 242
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.415741
Graph Density : 0.0378904249871992
Modularity : 0.326468
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 63 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 Monday, 15 March 2021 at 07:41 UTC.

The requested start date was Saturday, 13 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 55-day, 20-hour, 21-minute period from Wednesday, 13 January 2021 at 16:49 UTC to Wednesday, 10 March 2021 at 13:11 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] http://robohouse.tilda.ws/
[2] https://trainings.i4ms.eu/Trainings/openTraining/91
[1] https://robovalley.com/activities/news/what-a-bottle-picker-can-do/?utm_campaign=coschedule&utm_source=twitter&utm_medium=NFIA_USCanada
[1] https://robovalley.com/activities/events/the-virtues-of-being-rude-to-robots/
[1] https://www.faulhaber.com/en/news-events/events/webinars/
[1] https://twitter.com/i/web/status/1368509393550123008
[1] https://twitter.com/i/web/status/1368507833189359616
[1] 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/news/destination-robot-podcast-1-putting-wheels-on-a-bicycle-in-vr/

Top URLs in Tweet in G1:
[1] https://robovalley.com/activities/events/robocafe-predicting-the-unpredictable-with-a-nurse-and-a-robotics-researcher/
[1] https://sedo.com/search/details/?partnerid=324561&language=us&domain=robocafe.app&origin=sales_lander_10&utm_medium=Parking&utm_campaign=offerpage
[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://trainings.i4ms.eu/Trainings/openTraining/91
[1] https://robovalley.com/activities/events/the-virtues-of-being-rude-to-robots/
[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/
[1] https://robovalley.com/activities/news/destination-robot-podcast-1-putting-wheels-on-a-bicycle-in-vr/

Top URLs in Tweet in G3:
[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
[1] https://twitter.com/i/web/status/1364847602924142592
[1] https://twitter.com/caspereersel/status/1365314571809021958

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 Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] robotics
[12] innovations
[12] sasdnalab
[10] ai
[9] analytics
[8] krill
[4] data
[3] intelligence
[3] robots
[3] training



Top Hashtags in Tweet in G1:
[4] robotics
[2] futureofwork
[2] app
[2] krill
[1] robohouse
[1] domain
[1] forsale
[1] robocafe
[1] cryptocurrency
[1] restaurants

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

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] intelligent

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:
[47] robovalley
[37] café
[36] robotics
[30] sas
[30] open
[27] march
[23] robohousedelft
[22] #robotics
[16] sas_netherlands
[15] next

Top Words in Tweet in G1:
[12] tudelft
[12] robohousedelft
[10] noorvantiel
[10] robovalley
[9] robotics
[8] nurse
[7] adrziekenhuis
[7] ferranti_laura
[7] tudelftcampus
[5] researcher

Top Words in Tweet in G2:
[9] robovalley
[6] robotics
[6] robot
[4] one
[4] host
[4] students
[4] robohousedelft
[4] news
[4] more
[3] robots

Top Words in Tweet in G3:
[19] café
[15] robovalley
[15] sas
[15] open
[13] robotics
[12] march
[12] #robotics
[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] know,#training
[3] #training,offer
[3] offer,robot
[3] robovalley,more
[3] more,info
[2] underwater,technology
[2] sas,open
[2] open,café
[2] always,wanted

Top Word Pairs in Tweet in G3:
[15] sas,open
[15] open,café
[8] café,march
[5] #sasdnalab,#innovations
[4] #innovations,#robotics
[4] #ai,#analytics
[4] water,pollution
[4] robotics,team
[4] team,#krill
[4] curious,trends

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 Replied-To in Entire Graph:
@anne_dard
@robohousedelft

Top Replied-To in G1:
@robohousedelft

Top Replied-To in G7:
@anne_dard

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

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

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

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

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
@nowthisnews
@djangobot_
@robotconsumer
@manifattura40
@godfrey_g_
@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
@ampelmann_hq

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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