#robot or #robotics, Twitter, 6/18/2019 10:40:09 PM, 200395


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#robot or #robotics Twitter NodeXL SNA Map and Report for Tuesday, 18 June 2019 at 22:36 UTC
#robot or #robotics Twitter NodeXL SNA Map and Report for Tuesday, 18 June 2019 at 22:36 UTC
From:
docassar
Uploaded on:
June 18, 2019
Short Description:
#robot or #robotics via NodeXL http://bit.ly/2IoNYOb
@ronald_vanloon
@seeker
@mclynd
@mikequindazzi
@machinelearn_d
@techvisornl
@thecuriousluke
@markant8
@stevelareau
@radiored777

Top hashtags:
#robot
#robotics
#machinelearning
#deeplearning
#innovation
#dl
#ai
#iot

Description:
Description
The graph represents a network of 133 Twitter users whose recent tweets contained "#robot or #robotics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 18 June 2019 at 22:36 UTC.

The tweets in the network were tweeted over the 9-day, 14-hour, 23-minute period from Sunday, 09 June 2019 at 07:29 UTC to Tuesday, 18 June 2019 at 21:52 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 : 133
Unique Edges : 318
Edges With Duplicates : 52
Total Edges : 370
Number of Edge Types : 3
Mentions : 255
Retweet : 102
Tweet : 13
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.00306748466257669
Reciprocated Edge Ratio : 0.00611620795107034
Connected Components : 19
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 79
Maximum Edges in a Connected Component : 304
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.189327
Graph Density : 0.0186261107313739
Modularity : 0.378408
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://www.techvisor.nl/Nieuws.aspx?iid=EF23695AB675DC211CC56723ADC1F9CA8C5497D0&utm_source=twitter
[2] https://www.springer.com/snas
[2] https://www.youtube.com/watch?v=P3TjkwErrYo

[2] https://techcrunch.com/2019/06/05/mits-robot-boats-can-self-assemble-to-build-bridges-stages-or-even-markets/
[1] https://computerxplorers.co.uk/some-of-our-programmes/robotics-classes-for-kids-of-all-ages
[1] https://phys.org/news/2019-06-robots-relieve-chronic-pain.html
[1] https://www.msitec.com/info-center/workshops-seminars/robot-expo/?utm_content=94349155&utm_medium=social&utm_source=twitter&hss_channel=tw-92540492
[1] https://advancedmanufacturing.org/robots-ensure-quality/
[1] https://medium.com/my-alienart/to-feel-or-not-to-feel-fd6533385b5
[1] http://tweetedtimes.com/rubenroa

Top URLs in Tweet in G1:
[1] https://www.techvisor.nl/Nieuws.aspx?iid=EF23695AB675DC211CC56723ADC1F9CA8C5497D0&utm_source=twitter
[1] http://tweetedtimes.com/rubenroa
[1] https://twitter.com/i/web/status/1140378768449556480

Top URLs in Tweet in G2:
[1] https://www.theguardian.com/technology/2019/may/26/world-first-fruit-picking-robot-set-to-work-artificial-intelligence-farming?CMP=twt_gu&utm_medium=&utm_source=Twitter#Echobox=1558896756

Top URLs in Tweet in G3:
[1] https://www.rs-online.com/designspark/4-robotics-ai-how-do-i-know-youre-not-a-robot

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=u91uyUL37WE

[1] https://www.futurity.org/robot-handwriting-drawing-algorithm-2065032/
[1] http://feedproxy.google.com/~r/Techcrunch/~3/lNEsxCUJNfg/
[1] https://www.vexforum.com/t/what-cad-software-your-team-or-you-uses-on-vex-robotics-projects/62555?u=lucas_lira

Top URLs in Tweet in G5:
[1] https://hackaday.io/project/165971-nano-fpv-tank-inspection-bot

Top URLs in Tweet in G6:
[1] https://twitter.com/AliasRobotics/status/1138741062875451393

Top URLs in Tweet in G7:
[1] https://medium.com/my-alienart/to-feel-or-not-to-feel-fd6533385b5

Top URLs in Tweet in G8:
[4] https://www.techvisor.nl/Nieuws.aspx?iid=EF23695AB675DC211CC56723ADC1F9CA8C5497D0&utm_source=twitter

Top URLs in Tweet in G9:
[1] https://twitter.com/radiored777/status/1138064496021426177

Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=P3TjkwErrYo

[1] https://twitter.com/dragandbot/status/1138540536074256384

Top Domains
Top Domains in Tweet in Entire Graph:
[5] techvisor.nl
[4] twitter.com
[3] youtube.com
[2] springer.com
[2] techcrunch.com
[1] co.uk
[1] phys.org
[1] msitec.com
[1] advancedmanufacturing.org
[1] medium.com

Top Domains in Tweet in G1:
[1] techvisor.nl
[1] tweetedtimes.com
[1] twitter.com

Top Domains in Tweet in G2:
[1] theguardian.com

Top Domains in Tweet in G3:
[1] rs-online.com

Top Domains in Tweet in G4:
[1] youtube.com
[1] futurity.org
[1] google.com
[1] vexforum.com

Top Domains in Tweet in G5:
[1] hackaday.io

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

Top Domains in Tweet in G7:
[1] medium.com

Top Domains in Tweet in G8:
[4] techvisor.nl

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

Top Domains in Tweet in G10:
[2] youtube.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[109] robot
[107] robotics
[78] machinelearning
[75] deeplearning
[75] innovation
[73] dl
[13] ai
[8] iot
[8] automation
[8] technology



Top Hashtags in Tweet in G1:
[72] robot
[72] machinelearning
[71] deeplearning
[71] dl
[71] innovation
[70] robotics
[4] technology
[4] internetofthings
[4] iot
[4] ai

Top Hashtags in Tweet in G2:
[5] robot
[1] agtech
[1] robotics

Top Hashtags in Tweet in G3:
[7] robotics
[1] robot
[1] ai

Top Hashtags in Tweet in G4:
[6] robot
[6] robotics
[2] ai
[2] stem
[2] design
[2] engineering
[2] technology
[1] harvesting
[1] crops
[1] plant

Top Hashtags in Tweet in G5:
[5] fpv
[1] robotics
[1] robot
[1] electronics
[1] 3dprinting
[1] 3dthursday

Top Hashtags in Tweet in G6:
[4] robotics
[4] robots
[1] blackbox
[1] security
[1] consulting
[1] automation
[1] robot
[1] manufacturers
[1] robotic

Top Hashtags in Tweet in G7:
[1] asksophia
[1] ai
[1] robot
[1] emotions
[1] machinelearning
[1] robotics

Top Hashtags in Tweet in G8:
[4] solarwinds
[1] cloud
[1] paas
[1] iaas
[1] saas
[1] dbaas
[1] daas
[1] robotics
[1] robotic
[1] robot

Top Hashtags in Tweet in G9:
[3] drones
[2] robot
[2] machinelearning
[2] deeplearning
[2] robotics
[1] dl
[1] innovation
[1] artificialintelligence
[1] drone
[1] robotic

Top Hashtags in Tweet in G10:
[5] robot
[5] dragandbot
[4] simulator
[3] robotics
[2] simulation
[1] robotic
[1] teaching
[1] education
[1] stem

Top Words
Top Words in Tweet in Entire Graph:
[211] Words in Sentiment List#1: Positive
[44] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3618] Non-categorized Words
[3873] Total Words
[130] #robotics
[130] #robot
[97] #ai
[88] #machinelearning
[82] #deeplearning

Top Words in Tweet in G1:
[73] #robot
[73] #machinelearning
[73] #deeplearning
[73] #innovation
[73] #robotics
[72] write
[72] draw
[72] surface
[72] seeker
[72] #dl

Top Words in Tweet in G2:
[10] raspberry
[5] check
[5] out
[5] world's
[5] first
[5] picking
[5] #robot
[5] gone
[5] trial
[5] uk

Top Words in Tweet in G3:
[7] humans
[7] harnessing
[7] #robotics
[7] support
[7] research
[7] goals
[7] places
[7] potentially
[7] dangerous
[7] unknown

Top Words in Tweet in G4:
[6] #robot
[6] #robotics
[2] #ai
[2] #stem
[2] #design
[2] #engineering
[2] #technology

Top Words in Tweet in G5:
[10] used
[5] tiny
[5] adorable
[5] #fpv
[5] tank
[5] honnnest
[5] inspect
[5] under
[5] houses
[5] pipes

Top Words in Tweet in G6:
[8] behavior
[4] alias
[4] robotics
[4] created
[4] product
[4] #robotics
[4] allows
[4] analyzing
[4] #robots
[4] identifying

Top Words in Tweet in G7:
[3] sophia
[3] impressive
[3] robot
[3] d
[3] seen
[3] question
[3] giving
[3] robots
[3] feelings
[3] good

Top Words in Tweet in G8:
[4] solarwinds
[4] businesses
[4] want
[4] machine
[4] learning
[4] artificial
[4] intelligence
[4] #solarwinds
[4] #cloud
[4] #paas

Top Words in Tweet in G9:
[4] #robot
[4] #machinelearning
[4] #deeplearning
[4] #robotics
[4] #technology
[3] #drones
[3] delivery
[3] expert
[3] thought
[3] leader

Top Words in Tweet in G10:
[10] license
[7] robot
[5] real
[5] #robot
[5] #dragandbot
[5] learn
[5] industrial
[5] #robotics
[5] #simulation
[5] environment

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[74] #robot,write
[74] write,draw
[74] draw,surface
[74] surface,seeker
[74] seeker,#machinelearning
[74] #machinelearning,#deeplearning
[74] #deeplearning,#dl
[74] #dl,#innovation
[74] #innovation,#robotics
[73] #robotics,#technology

Top Word Pairs in Tweet in G1:
[72] #robot,write
[72] write,draw
[72] draw,surface
[72] surface,seeker
[72] seeker,#machinelearning
[72] #machinelearning,#deeplearning
[72] #deeplearning,#dl
[72] #dl,#innovation
[72] #innovation,#robotics
[71] #robotics,#technology

Top Word Pairs in Tweet in G2:
[5] check,out
[5] out,world's
[5] world's,first
[5] first,raspberry
[5] raspberry,picking
[5] picking,#robot
[5] #robot,gone
[5] gone,trial
[5] trial,uk
[5] uk,developed

Top Word Pairs in Tweet in G3:
[7] humans,harnessing
[7] harnessing,#robotics
[7] #robotics,support
[7] support,research
[7] research,goals
[7] goals,places
[7] places,potentially
[7] potentially,dangerous
[7] dangerous,unknown
[7] unknown,#robot

Top Word Pairs in Tweet in G5:
[5] tiny,adorable
[5] adorable,#fpv
[5] #fpv,tank
[5] tank,honnnest
[5] honnnest,used
[5] used,inspect
[5] inspect,under
[5] under,houses
[5] houses,pipes
[5] pipes,etc

Top Word Pairs in Tweet in G6:
[4] alias,robotics
[4] robotics,created
[4] created,product
[4] product,#robotics
[4] #robotics,allows
[4] allows,analyzing
[4] analyzing,behavior
[4] behavior,#robots
[4] #robots,identifying
[4] identifying,malfunctions

Top Word Pairs in Tweet in G7:
[3] sophia,impressive
[3] impressive,robot
[3] robot,d
[3] d,seen
[3] seen,question
[3] question,giving
[3] giving,robots
[3] robots,feelings
[3] feelings,good
[3] good,idea

Top Word Pairs in Tweet in G8:
[4] solarwinds,businesses
[4] businesses,want
[4] want,machine
[4] machine,learning
[4] learning,artificial
[4] artificial,intelligence
[4] intelligence,#solarwinds
[4] #solarwinds,#cloud
[4] #cloud,#paas
[4] #paas,#iaas

Top Word Pairs in Tweet in G9:
[3] #drones,delivery
[3] delivery,expert
[3] expert,thought
[3] thought,leader
[3] leader,email
[3] email,future
[3] future,now
[3] now,radio
[3] radio,producer
[3] producer,host

Top Word Pairs in Tweet in G10:
[5] learn,industrial
[5] industrial,#robotics
[5] robot,#simulation
[5] #simulation,environment
[5] #simulator,sold
[5] sold,both
[5] both,standalone
[5] standalone,license
[5] license,part
[5] part,normal

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@seeker
@mclynd
@mikequindazzi
@ronald_vanloon
@plymuni
@guardian
@acutronicrobots
@realsophiarobot
@radiored777
@springereng

Top Mentioned in G1:
@seeker
@mclynd
@mikequindazzi
@ronald_vanloon
@nayana_ks
@mik

Top Mentioned in G2:
@plymuni
@guardian

Top Mentioned in G6:
@acutronicrobots

Top Mentioned in G7:
@realsophiarobot

Top Mentioned in G9:
@radiored777
@seeker
@mclynd
@mikequindazzi

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@evankirstel
@gamergeeknews
@guardian
@infopronetwork
@machinelearn_d
@diversity54
@mclynd
@techvisornl
@jenny_oceanhun

Top Tweeters in G1:
@sectest9
@infopronetwork
@machinelearn_d
@diversity54
@mclynd
@alfredsunil
@jett_grunfeld
@jayeshmthakur
@ronald_vanloon
@rubenroa

Top Tweeters in G2:
@guardian
@jenny_oceanhun
@plymuni
@mariaelide5
@aya_ddt
@xapiens
@robotandaiworld

Top Tweeters in G3:
@janisku7
@pollito_verde
@designsparkrs
@semielectronics
@mgarnzy
@highbladecables

Top Tweeters in G4:
@lance_edelman
@melucaslira
@karolina_kurzac
@soulpageit
@teddyrobotics
@evejobschair

Top Tweeters in G5:
@tk_d3sign
@tindie
@konrad_it
@jeremyscook
@shawnhymel

Top Tweeters in G6:
@acutronicrobots
@ahcorde
@rosindustrial
@aliasrobotics
@rosinproject

Top Tweeters in G7:
@gamergeeknews
@dcaravana
@realsophiarobot
@nadiacamandona

Top Tweeters in G8:
@techvisornl
@manifattura40
@machine_ml
@msarozz

Top Tweeters in G9:
@thecuriousluke
@bizuser
@tsspl2006
@radiored777

Top Tweeters in G10:
@sally_ann_melia
@thilozimmermann
@jdhark1
@dragandbot