robovalley, Twitter, 3/7/2021 8:58:36 PM, 250292


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robovalley_2021-03-06_23-41-13.xlsx
robovalley_2021-03-06_23-41-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2021
Short Description:
robovalley via NodeXL https://bit.ly/2PIRYPJ
@robovalley
@robohousedelft
@sas_netherlands
@aiforretail
@domainkingkunal
@tmu14
@fabgroeneveld
@sasbelux
@manifattura40
@tudelft

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

Description:
Description
The graph represents a network of 50 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, 07 March 2021 at 07:41 UTC.

The requested start date was Saturday, 06 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 50-day, 0-hour, 39-minute period from Wednesday, 13 January 2021 at 16:49 UTC to Thursday, 04 March 2021 at 17:29 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 : 50
Unique Edges : 88
Edges With Duplicates : 142
Total Edges : 230
Number of Edge Types : 5
Mentions : 72
Retweet : 40
MentionsInRetweet : 109
Tweet : 8
Replies to : 1
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0819672131147541
Reciprocated Edge Ratio : 0.151515151515152
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 46
Maximum Edges in a Connected Component : 225
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.245052
Graph Density : 0.0538775510204082
Modularity : 0.308625
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 50 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, 07 March 2021 at 07:41 UTC.

The requested start date was Saturday, 06 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 50-day, 0-hour, 39-minute period from Wednesday, 13 January 2021 at 16:49 UTC to Thursday, 04 March 2021 at 17:29 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://sedo.com/search/details/?partnerid=324561&language=us&domain=robocafe.app&origin=sales_lander_10&utm_medium=Parking&utm_campaign=offerpage
[1] https://www.faulhaber.com/en/news-events/events/webinars/
[1] https://www.tudelftcontest.nl/
[1] https://robovalley.com/activities/news/destination-robot-podcast-1-putting-wheels-on-a-bicycle-in-vr/
[1] https://twitter.com/caspereersel/status/1365314571809021958
[1] https://www.sas.com/nl_nl/dna-lab.html?utm_source=TWITTER&utm_medium=social-sprinklr&utm_content=4544014473
[1] https://twitter.com/i/web/status/1364847602924142592

Top URLs in Tweet in G1:
[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/events/robocafe-predicting-the-unpredictable-with-a-nurse-and-a-robotics-researcher/
[1] https://www.tudelftcontest.nl/
[1] http://robohouse.tilda.ws/

Top URLs in Tweet in G2:
[2] http://robohouse.tilda.ws/
[2] https://trainings.i4ms.eu/Trainings/openTraining/91
[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/
[1] https://www.faulhaber.com/en/news-events/events/webinars/

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/i/web/status/1364847602706116608

Top URLs in Tweet in G4:
[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 G5:
[2] https://robovalley.com/activities/events/robocafe-predicting-the-unpredictable-with-a-nurse-and-a-robotics-researcher/

Top URLs in Tweet in G6:
[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:
[21] 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:
[2] app
[2] robotics
[2] futureofwork
[1] domain
[1] forsale
[1] robocafe
[1] cryptocurrency
[1] restaurants
[1] bitcoin
[1] crypto

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

Top Hashtags in Tweet in G3:
[17] robotics
[12] sasdnalab
[12] innovations
[9] ai
[9] analytics
[8] krill
[4] data
[3] intelligence
[3] robots
[1] intelligent

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

Top Hashtags in Tweet in G6:
[1] op_zuid
[1] inspectie
[1] maintenance

Top Words
Top Words in Tweet in Entire Graph:
[45] robovalley
[36] robotics
[36] café
[29] sas
[29] open
[25] march
[22] robohousedelft
[21] #robotics
[15] tudelft
[15] next

Top Words in Tweet in G1:
[11] tudelft
[10] robovalley
[9] robohousedelft
[9] noorvantiel
[7] adrziekenhuis
[7] ferranti_laura
[7] tudelftcampus
[6] nurse
[5] domainkingkunal
[4] researcher

Top Words in Tweet in G2:
[11] robovalley
[8] robotics
[5] next
[5] host
[5] robot
[5] robohousedelft
[4] delft
[4] robots
[4] one
[4] café

Top Words in Tweet in G3:
[31] café
[25] sas
[25] open
[24] robotics
[21] march
[19] robovalley
[17] #robotics
[12] sas_netherlands
[12] #sasdnalab
[12] #innovations

Top Words in Tweet in G4:
[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] robovalley

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] sas,open
[29] 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
[3] predicting,unpredictable
[3] unpredictable,nurse
[3] nurse,robotics

Top Word Pairs in Tweet in G2:
[3] sas,open
[3] open,café
[3] robotics,researcher
[3] fox,news
[3] know,#training
[3] #training,offer
[3] offer,robot
[3] robovalley,more
[3] more,info
[2] underwater,technology

Top Word Pairs in Tweet in G3:
[25] sas,open
[25] open,café
[16] café,march
[9] water,pollution
[9] #sasdnalab,#innovations
[8] robotics,team
[8] team,#krill
[7] during,sas
[7] march,live
[7] live,broadcasted

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 Replied-To
Top Replied-To in Entire Graph:
@robohousedelft

Top Replied-To in G1:
@robohousedelft

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

Top Mentioned in G1:
@tudelft
@robovalley
@noorvantiel
@robohousedelft
@adrziekenhuis
@ferranti_laura
@tudelftcampus
@domainkingkunal
@sedo
@arthurdecrook

Top Mentioned in G2:
@robovalley
@robohousedelft
@arthurdecrook
@sas_netherlands
@joostvandeloo
@tudelftcampus
@tudelft
@hollandrobotics
@aiforretail
@jaimysiebel

Top Mentioned in G3:
@robovalley
@sas_netherlands
@joostvandeloo
@robohousedelft
@sasbelux
@arthurdecrook
@jaimysiebel
@robov
@tudelft3me

Top Mentioned in G4:
@yesdelft
@robovalley
@fme_nl
@rabobank
@tudelft
@robohousedelft
@yesdelftstudent
@fabgroeneveld

Top Mentioned in G5:
@marleenhuysman

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

Top Tweeters in G1:
@xaelbot
@djangobot_
@askamrobert
@tudelft
@sedo
@domains_perfect
@adrziekenhuis
@tudelft_ai
@tudelft3me
@domainkingkunal

Top Tweeters in G2:
@nowthisnews
@aschenbrennerin
@sasforums
@davidseoanevila
@sandervroom
@robovalley
@caspereersel
@i4ms_europe
@arthurdecrook
@senseglove

Top Tweeters in G3:
@trendsinai
@robotconsumer
@manifattura40
@godfrey_g_
@sas_netherlands
@sasbelux
@joostvandeloo
@josvdv
@aztech_solution
@jaimysiebel

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

Top Tweeters in G5:
@marleenhuysman
@lauren_wbg

Top Tweeters in G6:
@timesnest
@stimuluspm


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