robovalley, Twitter, 8/8/2020 6:57:52 PM, 232168


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robovalley_2020-08-07_23-42-20.xlsx
robovalley_2020-08-07_23-42-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 08, 2020
Short Description:
robovalley via NodeXL https://bit.ly/3gH4Y0Q
@robovalley
@lunarzebro
@lobster_project
@robohousedelft
@yesdelft
@fabgroeneveld
@_maartenpieters
@aholddelhaize
@doiotfieldlab
@tudelft

Top hashtags:
#roboat
#innovation
#technology
#robotics
#avatar
#robohouse
#ai

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, 08 August 2020 at 06:42 UTC.

The requested start date was Saturday, 08 August 2020 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, 5-hour, 18-minute period from Wednesday, 13 May 2020 at 05:46 UTC to Tuesday, 04 August 2020 at 11:04 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 : 77
Edges With Duplicates : 125
Total Edges : 202
Number of Edge Types : 5
Retweet : 42
MentionsInRetweet : 74
Tweet : 15
Mentions : 70
Replies to : 1
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.0625
Reciprocated Edge Ratio : 0.117647058823529
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 62
Maximum Edges in a Connected Component : 198
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.241102
Graph Density : 0.0286057692307692
Modularity : 0.338821
NodeXL Version : 1.0.1.439
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, 08 August 2020 at 06:42 UTC.

The requested start date was Saturday, 08 August 2020 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, 5-hour, 18-minute period from Wednesday, 13 May 2020 at 05:46 UTC to Tuesday, 04 August 2020 at 11:04 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://us02web.zoom.us/j/84220433476
[3] https://www.youtube.com/watch?v=z1x8TZLr_xw&feature=youtu.be

[2] https://twitter.com/BNR/status/1275162391831998464
[1] https://www.tudelft.nl/en/stories/articles/new-biology-inspired-robot-brain/
[1] https://ntr.nl/De-Kennis-van-Nu/19/detail/5G-of-weg-ermee/VPWON_1308692#content
[1] https://bit.ly/30a8DgB
[1] https://bit.ly/31O2WHG
[1] https://bit.ly/2YF0phb
[1] https://twitch.tv/lunarzebro
[1] https://robovalley.com/activities/events/robocafe-online-roboat/

Top URLs in Tweet in G1:
[2] https://twitter.com/BNR/status/1275162391831998464
[2] https://us02web.zoom.us/j/84220433476
[1] https://www.operationair.org
[1] https://www.ams-institute.org/about-ams/team/ams-staff/ynse-hendrik-deinema/
[1] https://twitter.com/i/web/status/1275323214307176448
[1] https://twitter.com/Reuters/status/1278161406156627968
[1] https://robovalley.com/activities/events/robocafe-online-wearable-robotics/
[1] https://robovalley.com/activities/news/airspace-unlocked-for-robovalley-community/
[1] https://robovalley.com/activities/news/making-robots-talk-to-each-other/
[1] https://www.tudelft.nl/en/ai/research/ai-labs-talent-recruitment/

Top URLs in Tweet in G2:
[3] https://www.youtube.com/watch?v=z1x8TZLr_xw&feature=youtu.be

[1] https://zebro.space/chief-engineer/
[1] https://twitch.tv/lunarzebro

Top URLs in Tweet in G3:
[2] https://us02web.zoom.us/j/84220433476
[1] https://www.youtube.com/watch?v=AVvTD-kku7I&feature=youtu.be

[1] https://robovalley.com/activities/courses/course/ros-training-3/
[1] https://twitter.com/i/web/status/1260446190254129152
[1] https://robovalley.com/robohouse
[1] https://twitter.com/MassRobotics/status/1261009818959130624

Top URLs in Tweet in G4:
[1] https://www.yesdelft.com/cleaningbotchallenge/
[1] https://twitter.com/FoodBytes/status/1283837988133318657

Top URLs in Tweet in G5:
[1] https://www.globalminingreview.com/mining/29042020/chrysalix-robovalley-fund-invests-in-novamera-inc/

Top URLs in Tweet in G6:
[1] https://twitter.com/RoboValley/status/1280115499028877312

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] roboat
[5] innovation
[4] technology
[4] robotics
[3] avatar
[3] robohouse
[2] ai
[2] zorgtech
[2] delft
[2] startups



Top Hashtags in Tweet in G1:
[5] roboat
[2] innovation
[2] robotics
[2] ai
[2] zorgtech
[2] avatar
[2] debnrtechniektour
[1] facemask
[1] 5g
[1] network

Top Hashtags in Tweet in G2:
[3] innovation
[3] technology
[1] tudelft
[1] robotics
[1] maritime
[1] ocean
[1] travel
[1] development
[1] deepsea

Top Hashtags in Tweet in G3:
[3] robohouse
[2] roboat
[2] robovalley
[2] industry
[1] smartindustry
[1] fieldlab
[1] rostraining
[1] avatar
[1] robotics

Top Hashtags in Tweet in G4:
[2] delft
[2] startups
[1] rabobank

Top Hashtags in Tweet in G5:
[2] mine

Top Words
Top Words in Tweet in Entire Graph:
[44] robovalley
[23] unmanned
[17] open
[13] fieldlab
[12] valley
[11] robohousedelft
[10] drones
[10] systems
[10] tested
[10] beautiful

Top Words in Tweet in G1:
[20] robovalley
[13] unmanned
[8] open
[8] naar
[7] valley
[6] over
[6] fieldlab
[5] autonomous
[5] #roboat
[5] project

Top Words in Tweet in G2:
[3] more
[3] robovalley
[3] tudelftdri
[3] tudelft
[3] two
[3] going
[3] find
[3] latest
[3] development
[3] vlog

Top Words in Tweet in G3:
[17] robovalley
[8] robohousedelft
[8] unmanned
[6] open
[6] fieldlab
[6] tudelftcampus
[6] spannende
[6] tijd
[6] alle
[6] startups

Top Words in Tweet in G4:
[5] yesdelft
[5] cleaning
[4] robovalley
[4] already
[4] applied
[4] bot
[4] challenge
[4] together
[4] aholddelhaize's
[4] ai

Top Words in Tweet in G5:
[2] chrysalixvc
[2] announced
[2] investment
[2] novamera
[2] inc
[2] #mine
[2] ore
[2] narrow
[2] vein
[2] deposits

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] unmanned,valley
[10] valley,open
[10] open,drones
[10] drones,unmanned
[10] unmanned,systems
[10] systems,tested
[10] tested,beautiful
[10] beautiful,fieldlab
[10] fieldlab,far
[9] robovalley,unmanned

Top Word Pairs in Tweet in G1:
[7] unmanned,valley
[5] herbert,ter
[5] valley,open
[5] open,drones
[5] drones,unmanned
[5] unmanned,systems
[5] systems,tested
[5] tested,beautiful
[5] beautiful,fieldlab
[5] fieldlab,far

Top Word Pairs in Tweet in G2:
[3] two,going
[3] going,find
[3] find,latest
[3] latest,development
[3] development,vlog
[3] vlog,#innovation
[3] #innovation,#technology
[2] know,more
[2] lobster_project,two
[2] #technology,#

Top Word Pairs in Tweet in G3:
[6] spannende,tijd
[6] tijd,alle
[6] alle,startups
[6] startups,bij
[6] bij,robovalley
[6] robovalley,zegt
[6] zegt,jaimysiebel
[6] jaimysiebel,managing
[6] managing,director
[5] tudelftcampus,spannende

Top Word Pairs in Tweet in G4:
[4] already,applied
[4] applied,cleaning
[4] cleaning,bot
[4] bot,challenge
[4] challenge,together
[4] together,aholddelhaize's
[4] aholddelhaize's,ai
[4] ai,retail
[4] retail,air
[4] air,lab

Top Word Pairs in Tweet in G5:
[2] chrysalixvc,announced
[2] announced,investment
[2] investment,novamera
[2] novamera,inc
[2] inc,#mine
[2] #mine,ore
[2] ore,narrow
[2] narrow,vein
[2] vein,deposits
[2] deposits,considered

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

Top Replied-To in G1:
@robovalley

Top Mentioned
Top Mentioned in Entire Graph:
@robovalley
@robohousedelft
@tudelft
@tudelftcampus
@jaimysiebel
@yesdelft
@ams_institute
@aholddelhaize
@amsterdamnl
@thegrnvillage

Top Mentioned in G1:
@robovalley
@tudelft
@amsterdamnl
@robohousedelft
@ams_institute
@doiotfieldlab
@thegrnvillage
@tudelftcampus
@lunarzebro
@innoquarter

Top Mentioned in G2:
@robovalley
@tudelftdri
@tudelft
@eemcs_tud
@lobster_project
@nvr_ruimtevaart
@twitch
@sciencecentre
@aetudelft

Top Mentioned in G3:
@robovalley
@robohousedelft
@tudelftcampus
@jaimysiebel
@ams_institute
@bnr
@_maartenpieters

Top Mentioned in G4:
@yesdelft
@robovalley
@aholddelhaize
@fabgroeneveld
@tudelft
@foodbytes

Top Mentioned in G5:
@chrysalixvc
@mining_review

Top Tweeters
Top Tweeters in Entire Graph:
@tmobile
@bnr
@robotconsumer
@granaatappel
@roboticsfinland
@knxchg
@twitch
@mit
@amsterdamnl
@tudelft

Top Tweeters in G1:
@tmobile
@bnr
@granaatappel
@roboticsfinland
@mit
@amsterdamnl
@pavboesschoten
@gemeentedelft
@wij_techniek
@zuid_holland

Top Tweeters in G2:
@robotconsumer
@twitch
@tudelft
@nvr_ruimtevaart
@aetudelft
@eemcs_tud
@sciencecentre
@tudelftdri
@lunarzebro
@lobster_project

Top Tweeters in G3:
@knxchg
@aschenbrennerin
@nl_digitaal
@arthurdecrook
@caspereersel
@_maartenpieters
@hollandinstrum
@tudelftcampus
@mduitemeijer
@robohousedelft

Top Tweeters in G4:
@ilonavdb
@foodbytes
@yesdelft
@janmgroeneveld
@tudelft_ai
@david_beijer
@fabgroeneveld
@aholddelhaize

Top Tweeters in G5:
@mining_review
@chrysalixvc

Top Tweeters in G6:
@babozaikhan


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