robovalley, Twitter, 4/10/2021 11:28:00 AM, 252527


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robovalley_2021-04-09_23-42-00.xlsx
robovalley_2021-04-09_23-42-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2021
Short Description:
robovalley via NodeXL https://bit.ly/2RnNNcW
@robovalley
@nfia_uscanada
@sas_netherlands
@robohousedelft
@tudelft
@aiforretail
@arthurdecrook
@domainkingkunal
@tmu14
@fabgroeneveld

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

Description:
Description
The graph represents a network of 70 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, 10 April 2021 at 06:42 UTC.

The requested start date was Saturday, 10 April 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 83-day, 17-hour, 2-minute period from Wednesday, 13 January 2021 at 16:49 UTC to Wednesday, 07 April 2021 at 09:52 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 : 70
Unique Edges : 110
Edges With Duplicates : 184
Total Edges : 294
Number of Edge Types : 5
MentionsInRetweet : 133
Mentions : 95
Retweet : 50
Tweet : 10
Replies to : 6
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0700636942675159
Reciprocated Edge Ratio : 0.130952380952381
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 63
Maximum Edges in a Connected Component : 286
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.401104
Graph Density : 0.0347826086956522
Modularity : 0.295088
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 70 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, 10 April 2021 at 06:42 UTC.

The requested start date was Saturday, 10 April 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 83-day, 17-hour, 2-minute period from Wednesday, 13 January 2021 at 16:49 UTC to Wednesday, 07 April 2021 at 09:52 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://robovalley.com/activities/news/swarms-of-tiny-flying-robots-what-if-you-would-use-this/?utm_campaign=coschedule&utm_source=twitter&utm_medium=NFIA_USCanada
[1] https://robovalley.com/activities/news/what-a-bottle-picker-can-do/?utm_campaign=coschedule&utm_source=twitter&utm_medium=NFIA_USCanada
[1] https://www.rockingrobots.nl/verslag-sas-dna-cafe-met-robovalley-in-teken-van-symbiotic-robotics/
[1] https://www.elementsofai.nl/
[1] https://www.faulhaber.com/en/news-events/events/webinars/

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://www.rockingrobots.nl/verslag-sas-dna-cafe-met-robovalley-in-teken-van-symbiotic-robotics/
[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

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/news/swarms-of-tiny-flying-robots-what-if-you-would-use-this/
[1] https://robovalley.com/activities/news/a-robotic-ball-with-playful-intentions-what-if-you-would-use-this/
[1] https://robovalley.com/activities/events/sas-open-dna-cafe/

Top URLs in Tweet in G3:
[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://www.tudelftcontest.nl/

Top URLs in Tweet in G4:
[1] https://robovalley.com/activities/news/swarms-of-tiny-flying-robots-what-if-you-would-use-this/?utm_campaign=coschedule&utm_source=twitter&utm_medium=NFIA_USCanada
[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 G5:
[1] https://www.linkedin.com/jobs/view/manager-research-development-air-lab-at-ahold-delhaize-2379631289
[1] https://www.fme.nl/agenda/financieringsevent-voor-medtechstarters-van-fme-en-rabobank

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1368509393550123008
[1] https://twitter.com/i/web/status/1368507833189359616

Top URLs in Tweet in G7:
[2] https://robovalley.com/activities/events/robocafe-predicting-the-unpredictable-with-a-nurse-and-a-robotics-researcher/

Top URLs in Tweet in G8:
[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:
[14] robovalley.com
[12] sas.com
[9] twitter.com
[3] tilda.ws
[3] i4ms.eu
[2] sedo.com
[1] rockingrobots.nl
[1] elementsofai.nl
[1] faulhaber.com
[1] tudelftcontest.nl

Top Domains in Tweet in G1:
[12] sas.com
[6] twitter.com
[1] robovalley.com
[1] rockingrobots.nl
[1] tilda.ws

Top Domains in Tweet in G2:
[8] 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:
[2] sedo.com
[1] robovalley.com
[1] tudelftcontest.nl

Top Domains in Tweet in G4:
[2] robovalley.com

Top Domains in Tweet in G5:
[1] linkedin.com
[1] fme.nl

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

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

Top Domains in Tweet in G8:
[1] twitter.com
[1] timesnest.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] robotics
[13] innovations
[13] sasdnalab
[12] ai
[10] analytics
[8] krill
[4] robots
[4] data
[3] intelligence
[3] futureofwork



Top Hashtags in Tweet in G1:
[21] robotics
[13] innovations
[13] sasdnalab
[10] ai
[10] analytics
[8] krill
[4] data
[3] intelligence
[3] robots
[1] robohouse

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

Top Hashtags in Tweet in G3:
[2] robotics
[2] futureofwork
[2] app
[1] robots
[1] domain
[1] forsale
[1] robocafe
[1] cryptocurrency
[1] restaurants
[1] bitcoin

Top Hashtags in Tweet in G4:
[2] drones
[1] hollandhasit
[1] robotics
[1] investinholland

Top Hashtags in Tweet in G5:
[2] delft
[2] medtech
[2] startups

Top Hashtags in Tweet in G6:
[2] abomination

Top Hashtags in Tweet in G8:
[1] op_zuid
[1] inspectie
[1] maintenance

Top Words
Top Words in Tweet in Entire Graph:
[54] robovalley
[42] robotics
[38] café
[36] sas
[31] open
[30] march
[27] robohousedelft
[24] #robotics
[20] sas_netherlands
[17] tudelft

Top Words in Tweet in G1:
[35] café
[33] sas
[31] robotics
[28] open
[26] robovalley
[24] march
[21] #robotics
[18] sas_netherlands
[13] #innovations
[13] #sasdnalab

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

Top Words in Tweet in G3:
[12] robovalley
[12] robohousedelft
[9] noorvantiel
[8] tudelft
[6] nurse
[6] adrziekenhuis
[6] ferranti_laura
[6] tudelftcampus
[5] robocafé
[5] domainkingkunal

Top Words in Tweet in G4:
[3] make
[3] dutch
[3] tudelft
[2] many
[2] hands
[2] light
[2] work
[2] researchers
[2] microuav
[2] campus

Top Words in Tweet in G5:
[3] yesdelft
[3] robovalley
[2] apply
[2] calling
[2] #delft
[2] #medtech
[2] #startups
[2] february
[2] 9th
[2] fme_nl

Top Words in Tweet in G6:
[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 G8:
[2] robovalley

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] sas,open
[31] open,café
[17] café,march
[10] #sasdnalab,#innovations
[9] water,pollution
[8] robotics,team
[8] team,#krill
[8] #ai,#analytics
[8] robots,next
[7] pollution,big

Top Word Pairs in Tweet in G1:
[28] sas,open
[28] open,café
[17] café,march
[10] #sasdnalab,#innovations
[9] water,pollution
[8] #ai,#analytics
[8] robotics,team
[8] team,#krill
[7] pollution,big
[7] big,problem

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:
[6] robohousedelft,noorvantiel
[6] noorvantiel,adrziekenhuis
[6] adrziekenhuis,tudelft
[6] tudelft,ferranti_laura
[6] ferranti_laura,tudelftcampus
[6] tudelftcampus,robovalley
[5] domainkingkunal,robohousedelft
[3] robohousedelft,predicting
[3] predicting,unpredictable
[3] unpredictable,nurse

Top Word Pairs in Tweet in G4:
[2] many,hands
[2] hands,make
[2] make,light
[2] light,work
[2] work,dutch
[2] dutch,researchers
[2] researchers,microuav
[2] microuav,tudelft
[2] tudelft,campus
[2] campus,turning

Top Word Pairs in Tweet in G5:
[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:
[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
@arthurdecrook
@joostvandeloo
@noorvantiel
@tudelftcampus
@adrziekenhuis
@ferranti_laura

Top Mentioned in G1:
@robovalley
@sas_netherlands
@arthurdecrook
@joostvandeloo
@robohousedelft
@sasbelux
@jaimysiebel
@tudelft
@noorvantiel

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

Top Mentioned in G3:
@robovalley
@robohousedelft
@noorvantiel
@tudelft
@adrziekenhuis
@ferranti_laura
@tudelftcampus
@domainkingkunal
@ampelmann_hq
@arthurdecrook

Top Mentioned in G4:
@tudelft
@microuav
@robovalley
@nfia_uscanada
@heineken
@smitzh_loket
@robohousedelft
@tno_nieuws

Top Mentioned in G5:
@yesdelft
@robovalley
@fme_nl
@rabobank
@tudelft
@robohousedelft
@yesdelftstudent
@fabgroeneveld

Top Mentioned in G6:
@microsoftfrance

Top Mentioned in G7:
@marleenhuysman

Top Tweeters
Top Tweeters in Entire Graph:
@xaelbot
@trendsinai
@mig30m6
@djangobot_
@rabobank
@nowthisnews
@godfrey_g_
@robotconsumer
@manifattura40
@timesnest

Top Tweeters in G1:
@trendsinai
@godfrey_g_
@robotconsumer
@manifattura40
@sas_netherlands
@sasforums
@sasbelux
@joostvandeloo
@am
@arthurdecrook

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

Top Tweeters in G3:
@xaelbot
@djangobot_
@askamrobert
@sedo
@domains_perfect
@caspereersel
@adrziekenhuis
@domainkingkunal
@tudelftcampus
@deniszatyagov

Top Tweeters in G4:
@mig30m6
@tudelft
@heineken
@nfia_uscanada
@tno_nieuws
@tudelft_ai
@smitzh_loket
@microuav

Top Tweeters in G5:
@rabobank
@yesdelft
@fme_nl
@tmu14
@yesdelftstudent
@fabgroeneveld
@aiforretail

Top Tweeters in G6:
@sylviegelinet
@anne_dard
@microsoftfrance

Top Tweeters in G7:
@marleenhuysman
@lauren_wbg

Top Tweeters in G8:
@timesnest
@stimuluspm


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