#autonomous, Twitter, 10/30/2019 12:28:41 PM, 214757


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#autonomous_2019-10-30_04-29-14.xlsx
#autonomous_2019-10-30_04-29-14.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 30, 2019
Short Description:
#autonomous via NodeXL http://bit.ly/34dslbG
@mikequindazzi
@jeroenbartelse
@ronald_vanloon
@spirosmargaris
@oracle
@paula_piccard
@mvollmer1
@robotconsumer
@guidaautonoma
@jblefevre60

Top hashtags:
#autonomous
#ai
#iot
#robotics
#drones
#drone
#tech
#5g
#selfdriving

Description:
Description
The graph represents a network of 3,337 Twitter users whose recent tweets contained "#autonomous", 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 Wednesday, 30 October 2019 at 11:46 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 7-minute period from Monday, 21 October 2019 at 07:19 UTC to Wednesday, 30 October 2019 at 11:27 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 : 3337
Unique Edges : 14595
Edges With Duplicates : 7339
Total Edges : 21934
Self-Loops : 888
Reciprocated Vertex Pair Ratio : 0.0140888208269525
Reciprocated Edge Ratio : 0.027786167321051
Connected Components : 444
Single-Vertex Connected Components : 231
Maximum Vertices in a Connected Component : 2375
Maximum Edges in a Connected Component : 20685
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.018605
Graph Density : 0.00148712315733269
Modularity : 0.409215
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,337 Twitter users whose recent tweets contained "#autonomous", 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 Wednesday, 30 October 2019 at 11:46 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 7-minute period from Monday, 21 October 2019 at 07:19 UTC to Wednesday, 30 October 2019 at 11:27 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 : TwitterSearch
Graph Term : #autonomous
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://mashable.com/article/peugeot-e-legend-autonomous-concept-car/
[31] https://www.gartner.com/smarterwithgartner/gartner-top-10-strategic-technology-trends-for-2020?source=BLD-200123&utm_medium=social&utm_source=bambu&utm_campaign=SM_GB_YOY_GTR_SOC_BU1_SM-BA-SWG
[18] https://dan.com/buy-domain/royalrulers.com?redirected=true&tld=com
[15] https://www.forbes.com/sites/peterhigh/2019/10/21/breaking-gartner-announces-top-10-strategic-technology-trends-for-2020/
[15] https://twitter.com/guidaautonoma
[12] https://po.st/scms/OrMCe04Lcp0lOFmbYsE90Qz2wlSZQLx6cbhKe8ZNPpIwOAp7/6R4XDm
[12] https://www.gartner.com/smarterwithgartner/gartner-top-10-strategic-technology-trends-for-2020/
[11] https://www.thetimes.co.uk/article/self-driving-cars-take-to-london-roads-ccx8ssksd
[11] https://formworkdokauk.com/2019/05/13/the-future-of-construction-technology-trends-and-innovations-anticipated-to-form-2019/
[10] http://www.supplychaintoday.com/artificial-intelligence-machine-learning-quotes-top-minds/

Top URLs in Tweet in G1:
[28] https://mashable.com/article/peugeot-e-legend-autonomous-concept-car/
[10] https://po.st/scms/OrMCe04Lcp0lOFmbYsE90Qz2wlSZQLx6cbhKe8ZNPpIwOAp7/6R4XDm
[9] https://www.engadget.com/2019/10/25/hyundai-botride-launches-in-irvine-november-4/
[9] https://www.thetimes.co.uk/article/self-driving-cars-take-to-london-roads-ccx8ssksd
[7] https://www.reuters.com/article/us-autoshow-tokyo-toyota-technology/toyotas-not-alone-in-the-slow-lane-to-self-driving-cars-idUSKBN1X41XF
[7] https://www.theverge.com/2019/10/28/20936114/vw-self-driving-startup-spinoff-argo-announce
[7] https://po.st/scms/OrMCe04Lcp0lOFmbYsE90Qz2wlSZQLx6cbhKe8ZNPpIwOAp7/hiIKb5
[6] https://www.telegraph.co.uk/technology/2019/10/20/europe-considers-relaxing-self-driving-laws-pressure-tesla/
[6] https://www.wired.com/story/why-are-parking-lots-so-tricky-for-self-driving-cars/
[6] https://technode.com/2019/10/24/china-pony-ai-rootaxi-guangzhou/

Top URLs in Tweet in G2:
[5] https://www.dezeen.com/2019/10/22/artificial-intelligence-ai-architects-jobs-sebastian-errazuriz/
[5] https://www.gartner.com/smarterwithgartner/gartner-top-10-strategic-technology-trends-for-2020/
[4] https://www.statista.com/chart/18646/maximum-download-speeds-being-experienced-by-early-5g-users/
[4] https://www.aitrends.com/ai-insider/height-warnings-and-ai-autonomous-cars/
[4] https://www.forbes.com/sites/peterhigh/2019/10/21/breaking-gartner-announces-top-10-strategic-technology-trends-for-2020/
[4] http://datahacker.rs/best-autonomous-driving-cars/
[4] https://mashable.com/article/peugeot-e-legend-autonomous-concept-car/
[3] https://www.kdnuggets.com/2017/08/rapidminer-ai-machine-learning-can-do.html
[3] https://futurism.com/images/things-to-come-a-timeline-of-future-technology-infographic/
[3] https://www.caradvice.com.au/803648/driverless-cars-toyota/

Top URLs in Tweet in G3:
[4] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/ff808181554038d801554a4378ee52a0?cid=8a9983326dccff65016de09fb2f54470&url=https%3A%2F%2Fwww.bbc.com%2Fnews%2Ftechnology-50047449
[3] https://sonyreconsidered.com/the-sony-sc-1-autonomous-sociable-cart-is-back-with-yamaha-as-a-partner-c1104a7d563f
[3] http://bvcec.org
[3] https://twinybots.ch/
[2] https://cardbuzz.com/location-data-can-be-used-and-abused/
[2] https://www.amazon.com/Luxury-Fashion-Retail-Industry-Report-ebook/dp/B07XML28M5/ref=as_li_ss_tl?keywords=cuda+education+luxury&qid=1571003473&sr=8-1&linkCode=sl1&tag=nickdancriddr-20&linkId=19cf47f12941de497df5cb252df9aaf5&language=en_US
[2] https://www.dxc.technology/auto/insights/146977-making_ai_smart_enough_for_autonomous_vehicles
[2] https://medium.com/@BloombergCities/cities-scaling-up-efforts-on-autonomous-vehicles-b9bc362bd152
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=evolocopter.com&origin=sales_lander_10&utm_medium=Parking&utm_campaign=offerpage
[2] https://www.foley.com/en/insights/publications/2019/10/autonomous-future-is-paved-with-lots-of-data?utm_source=Twitter&utm_medium=Social

Top URLs in Tweet in G4:
[8] https://automotive.knect365.com/tu-auto-europe/?utm_source=twitter&utm_medium=social&utm_campaign=tu-automotive-europe&utm_term=on-site
[6] http://innovativemobility.org/wp-content/uploads/Newsletter_10_20_19.pdf
[5] http://out.faveeo.com/?url=https://www.theglobeandmail.com/amp/business/commentary/article-in-the-age-of-uber-are-car-sharing-services-headed-for-trouble/&vertical=future-of-mobility&lang=en&family=en
[4] https://techcrunch.com/2019/10/25/hyundai-is-launching-botride-a-robotaxi-service-in-california-with-pony-ai-and-via/
[3] https://www.digitaltrends.com/cars/hyundai-cradle-invests-in-netradyne-for-autonomous-driving-camera-tech/?utm_source=twitter&utm_medium=ReadyForSocial-t-systems.com
[3] https://www.xponential.org/xponential2020/public/Content.aspx?ID=3167
[2] http://out.faveeo.com/?url=https://www.smartcitiesdive.com/news/4-city-leaders-explain-how-the-meaning-of-smart-city-has-evolved/565718/&vertical=future-of-mobility&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.spglobal.com/marketintelligence/en/news-insights/trending/T-P6nyA639hJ2YeT9iGa0Q2&vertical=future-of-mobility&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.iru.org/resources/newsroom/german-government-backs-iru-world-congress-berlin&vertical=future-of-mobility&lang=en&family=en
[2] https://twitter.com/TrafficTechMag/status/1185987651960266755

Top URLs in Tweet in G5:
[30] https://www.gartner.com/smarterwithgartner/gartner-top-10-strategic-technology-trends-for-2020?source=BLD-200123&utm_medium=social&utm_source=bambu&utm_campaign=SM_GB_YOY_GTR_SOC_BU1_SM-BA-SWG
[13] https://dan.com/buy-domain/royalrulers.com?redirected=true&tld=com
[8] https://www.forbes.com/sites/peterhigh/2019/10/21/breaking-gartner-announces-top-10-strategic-technology-trends-for-2020/
[7] https://www.gartner.com/smarterwithgartner/gartner-top-10-strategic-technology-trends-for-2020/
[6] https://www.analyticsjobs.in/news/a-new-defence-system-autonomous-cyber-ai-in-cybersecurity/
[3] https://t.co/CkpDwG05Wb
[2] https://www.gartner.com/smarterwithgartner/gartner-top-10-strategic-technology-trends-for-2020?utm_medium=social&utm_source=twitter&utm_campaign=SM_GB_YOY_GTR_SOC_SF1_SM-SWG
[2] http://iotinnovator.com/mit-helps-autonomous-vehicles-see-around-corners-by-sensing-tiny-changes-in-shadows/
[1] https://chooch.ai/product/
[1] https://twitter.com/caroletwitt_/status/1189128012891148288

Top URLs in Tweet in G6:
[6] https://www.ilsole24ore.com/art/oracle-futuro-ruota-attorno-database-e-software-autonomi-ACi6RKo
[3] https://go.oracle.com/LP=81960?elqCampaignId=207199&src1=:so:tw:or:dg:ocl:&SC=:so:tw:or:dg:ocl:&pcode=NAMK190426P00025
[2] https://cloudwars.co/oracle-autonomous-linux-10-things-larry-ellison/
[2] https://www.oracle.com/cloud/free/
[1] https://mydigitalweek.com/event/technologies-oracle-modern-cloud-day-by-oracle-france/
[1] https://dy.si/XxiBa
[1] https://dy.si/5DvFn
[1] https://www.idevnews.com/stories/7302/Oracle-Autonomous-Database-Adds-Self-Driving-Features-Lets-Non-Experts-Use-ML?customTrackingParam=:so:tw:or:awr:ocl
[1] https://www.oracle.com/uk/database/accelerate-autonomous/video-series.html?bcid=6067564188001&source=:so:tw:or:awr:oai:RC_EMMK190719P00049:EM20_AAUTEC_C2_EU_EN_SO_TW_VI_1&SC=:so:tw:or:awr:oai:RC_EMMK190719P00049:EM20_AAUTEC_C2_EU_EN_SO_TW_VI_1&pcode=EMMK190719P00049
[1] https://go.oracle.com/LP=83592?elqCampaignId=216658&src1=:so:tw:or:dg:ocl:&SC=:so:tw:or:dg:ocl:&pcode=NAMK190712P00065

Top URLs in Tweet in G7:
[9] http://www.supplychaintoday.com/artificial-intelligence-machine-learning-quotes-top-minds/
[6] http://www.supplychaintoday.com/misuse-artificial-intelligence-gaming-manipulative-intelligence/
[6] https://peggysmedleyshow.com/
[5] http://www.supplychaintoday.com/quotes-threat-artificial-intelligence-dangers/
[4] http://www.supplychaintoday.com/elon-musk-tesla-autopilot-artificial-intelligence-ai-podcast/
[4] http://www.supplychaintoday.com/10-incredible-robots-actually-exist/
[3] https://www.statista.com/chart/18646/maximum-download-speeds-being-experienced-by-early-5g-users/
[3] https://futurism.com/images/things-to-come-a-timeline-of-future-technology-infographic/
[2] https://www.kdnuggets.com/2017/08/rapidminer-ai-machine-learning-can-do.html
[2] http://www.supplychaintoday.com/watch-unveil-tesla-self-driving-computer-5-minutes/

Top URLs in Tweet in G8:
[14] https://twitter.com/guidaautonoma
[7] https://www.digitaltrends.com/cars/ford-self-driving-cars-testing-in-austin-texas/?utm_source=twitter&utm_medium=ReadyForSocial-t-systemscorporate.com
[7] https://datacenterfrontier.com/for-autonomous-vehicles-the-road-ahead-is-paved-with-data/
[5] https://www.bianchipr.com/5-ways-to-tell-if-your-tech-pr-agency-really-has-automotive-expertise/
[4] https://www.digitaltrends.com/cars/ford-self-driving-cars-testing-in-austin-texas/?utm_source=twitter&utm_medium=ReadyForSocial-t-systems.com
[4] https://twitter.com/Paula_Piccard
[3] https://www.forbes.com/sites/lanceeliot/2019/10/20/the-problem-with-all-self-driving-cars-looking-alike/
[3] http://www.thebanksreport.com/blog/lutz-predicts-end-automotive-20-years-math-aint-happening/
[3] https://twitter.com/KevinFrye1/status/1188791178424209408
[3] https://futuristspeaker.com/

Top URLs in Tweet in G9:
[3] https://research.nelson-hall.com/blogs-webcasts/nelsonhall-blog/?avpage-views=blog&type=post&post_id=938
[2] http://news.mit.edu/2019/helping-autonomous-vehicles-see-around-corners-1028
[2] https://www.bosch.com/stories/future-transportation-in-urban-infrastructure/
[2] https://www.linkedin.com/slink?code=egMnsXv
[2] https://www.cnn.com/2019/10/15/business/hyundai-invest-tech/index.html
[2] https://www.dxc.technology/auto/insights/146977-making_ai_smart_enough_for_autonomous_vehicles
[2] https://www.marketwatch.com/press-release/autonomous-cars-market-to-surpass-60-million-units-by-2024-global-market-insights-inc-2018-10-23
[1] https://www.cisco.com/c/en/us/solutions/internet-of-things/smart-city-technology.html
[1] https://trib.al/9Vussmg
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=14559ab0-fb0a-11e9-84b1-998b4e10f74a&url=L25ld3MvYXJ0aWNsZXMvMjAxOC0wMi0yMC90aGUtY2FyLW9mLXRoZS1mdXR1cmUtd2lsbC1zZWxsLXlvdXItZGF0YQ==

Top URLs in Tweet in G10:
[3] http://phxmobifestival.com/
[1] https://www.gm.com/our-stories/community/gm-autodrive-challenge-competition.html
[1] https://www.digitaltrends.com/cars/general-motors-autonomous-vehicle-chief-engineer-wants-to-make-accessibility-a-priority/

Top Domains
Top Domains in Tweet in Entire Graph:
[96] twitter.com
[85] forbes.com
[60] co.uk
[56] dy.si
[48] faveeo.com
[47] linkedin.com
[46] gartner.com
[44] mashable.com
[42] theverge.com
[42] supplychaintoday.com

Top Domains in Tweet in G1:
[37] co.uk
[34] mashable.com
[32] forbes.com
[27] theverge.com
[26] reuters.com
[24] aci.it
[17] po.st
[11] quattroruote.it
[9] engadget.com
[9] youtube.com

Top Domains in Tweet in G2:
[18] twitter.com
[11] forbes.com
[6] co.uk
[6] theverge.com
[5] dezeen.com
[5] datahacker.rs
[5] gartner.com
[4] statista.com
[4] aitrends.com
[4] mashable.com

Top Domains in Tweet in G3:
[22] linkedin.com
[22] ziftsolutions.com
[10] twitter.com
[7] instagram.com
[6] dy.si
[5] youtube.com
[5] forbes.com
[4] co.uk
[4] greencarcongress.com
[3] cnbc.com

Top Domains in Tweet in G4:
[48] faveeo.com
[9] traffictechnologytoday.com
[9] knect365.com
[6] unmannedsystemstechnology.com
[6] innovativemobility.org
[5] twitter.com
[5] techcrunch.com
[4] essentials.news
[3] digitaltrends.com
[3] auvsi.org

Top Domains in Tweet in G5:
[39] gartner.com
[13] dan.com
[9] forbes.com
[6] analyticsjobs.in
[3] twitter.com
[3] t.co
[3] blogspot.com
[2] iotinnovator.com
[2] okt.to
[1] chooch.ai

Top Domains in Tweet in G6:
[43] dy.si
[13] oracle.com
[6] ilsole24ore.com
[5] linkedin.com
[3] forbes.com
[3] youtu.be
[2] cloudwars.co
[2] twitter.com
[1] mydigitalweek.com
[1] idevnews.com

Top Domains in Tweet in G7:
[39] supplychaintoday.com
[6] peggysmedleyshow.com
[3] statista.com
[3] futurism.com
[3] twitter.com
[3] iotworldtoday.com
[2] kdnuggets.com
[2] dan.com
[2] techxplore.com
[2] youtube.com

Top Domains in Tweet in G8:
[30] twitter.com
[17] forbes.com
[12] digitaltrends.com
[8] datacenterfrontier.com
[7] impactlab.net
[6] theverge.com
[5] engadget.com
[5] co.uk
[5] bianchipr.com
[4] techxplore.com

Top Domains in Tweet in G9:
[4] linkedin.com
[3] nelson-hall.com
[2] mit.edu
[2] bosch.com
[2] cnn.com
[2] dxc.technology
[2] marketwatch.com
[1] cisco.com
[1] trib.al
[1] bloomberg.com

Top Domains in Tweet in G10:
[3] phxmobifestival.com
[1] gm.com
[1] digitaltrends.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3494] autonomous
[2225] ai
[1252] iot
[1113] robotics
[1098] drones
[955] drone
[697] tech
[635] 5g
[577] selfdriving
[550] selfdrivingcars



Top Hashtags in Tweet in G1:
[1059] ai
[1013] autonomous
[707] iot
[641] robotics
[605] drones
[549] drone
[483] tech
[410] selfdrivingcars
[383] 5g
[346] selfdriving

Top Hashtags in Tweet in G2:
[751] autonomous
[639] ai
[396] drones
[335] iot
[306] drone
[258] robotics
[211] artificialintelligence
[193] farming
[161] 5g
[127] machinelearning

Top Hashtags in Tweet in G3:
[264] autonomous
[30] ai
[21] technology
[15] automotive
[14] robotics
[13] selfdriving
[11] artificialintelligence
[10] mobility
[9] robot
[9] tech

Top Hashtags in Tweet in G4:
[199] autonomous
[56] electric
[50] car
[22] logistics
[19] mobility
[10] 5g
[10] selfdriving
[9] automation
[9] transport
[9] tueurope

Top Hashtags in Tweet in G5:
[160] ai
[138] autonomous
[59] cio
[59] blockchain
[55] gartnersym
[47] robotics
[38] drones
[35] drone
[33] selfdriving
[29] iot

Top Hashtags in Tweet in G6:
[125] autonomous
[65] cloud
[42] oracle
[41] oow19
[22] cio
[21] cyberthreats
[18] database
[15] muticloud
[13] 5novembre
[13] milano

Top Hashtags in Tweet in G7:
[130] autonomous
[108] ai
[67] robotics
[48] iot
[39] machinelearning
[36] driverless
[34] artificialintelligence
[32] startup
[32] autonomusvehicles
[27] robot

Top Hashtags in Tweet in G8:
[197] autonomous
[117] ai
[92] iot
[60] selfdrivingcars
[41] autonomousvehicles
[40] selfdriving
[37] mobility
[36] robotics
[34] 5g
[29] automation

Top Hashtags in Tweet in G9:
[70] autonomous
[13] electric
[12] selfdriving
[11] digitaltransformation
[10] futureofmobility
[8] ev
[8] clean
[8] pollution
[8] noise
[7] mobility

Top Hashtags in Tweet in G10:
[10] autonomous
[5] human
[5] factors
[4] vehicles
[1] phxmobi
[1] privacy
[1] societal
[1] impacts
[1] zerocrashes
[1] zeroemissions

Top Words
Top Words in Tweet in Entire Graph:
[8125] Words in Sentiment List#1: Positive
[2155] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[124926] Non-categorized Words
[135206] Total Words
[5077] #autonomous
[3237] #ai
[2153] #robotics
[2103] gt
[1618] #iot

Top Words in Tweet in G1:
[1518] #autonomous
[1465] #ai
[1120] #robotics
[950] #selfdriving
[906] #tech
[858] #iot
[824] spirosmargaris
[769] mikequindazzi
[756] #5g
[751] diioannid

Top Words in Tweet in G2:
[1259] #autonomous
[1211] gt
[1043] #ai
[674] #robotics
[596] mikequindazzi
[484] #iot
[413] #drones
[365] #drone
[302] mvollmer1
[302] #tech

Top Words in Tweet in G3:
[266] #autonomous
[44] autonomous
[41] more
[34] out
[32] #ai
[32] fully
[32] driving
[28] time
[27] learn
[26] years

Top Words in Tweet in G4:
[257] #autonomous
[56] #electric
[51] #car
[39] won
[35] #driverless
[32] transport
[30] s
[29] next
[28] #mobility
[28] systems

Top Words in Tweet in G5:
[249] #autonomous
[208] #ai
[126] trends
[124] #blockchain
[123] 10
[109] strategic
[108] 2020
[92] top
[78] #gartnersym
[75] technology

Top Words in Tweet in G6:
[170] #autonomous
[108] oracle
[86] #cloud
[47] #oracle
[42] #oow19
[37] #database
[34] di
[34] il
[31] #cio
[30] e

Top Words in Tweet in G7:
[223] #autonomous
[171] #ai
[117] gt
[107] #machinelearning
[92] #robotics
[76] #artificialintelligence
[70] #driverless
[62] #video
[60] #selfdrivingcars
[57] #selfdriving

Top Words in Tweet in G8:
[261] #autonomous
[153] #ai
[122] #iot
[105] #selfdriving
[101] #robotics
[100] #5g
[90] #driverless
[88] #technology
[84] #autonomousvehicles
[81] #mobility

Top Words in Tweet in G9:
[86] #autonomous
[26] #digitaltransformation
[20] #futureofmobility
[18] cars
[17] transportation
[15] car
[15] future
[15] #electric
[14] fully
[14] driving

Top Words in Tweet in G10:
[14] #autonomous
[7] vehicles
[6] point
[5] #human
[5] #factors
[5] #vehicles
[5] thad_miller
[5] asu_sfis
[5] nrtasu
[5] cidseasu

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1293] gt,gt
[784] mikequindazzi,spirosmargaris
[687] #robotics,#tech
[585] #ai,#robotics
[553] #ai,#iot
[545] #autonomous,#selfdriving
[500] #drones,#ai
[466] #tech,#5g
[456] mvollmer1,chboursin
[452] self,driving

Top Word Pairs in Tweet in G1:
[587] mikequindazzi,spirosmargaris
[480] #robotics,#tech
[408] gt,gt
[407] #ai,#iot
[397] #autonomous,#selfdriving
[365] #tech,#5g
[362] #drones,#ai
[355] mvollmer1,chboursin
[351] #5g,#driverless
[351] #startup,#technology

Top Word Pairs in Tweet in G2:
[756] gt,gt
[202] #ai,#autonomous
[188] #autonomous,#robotics
[167] mikequindazzi,gt
[167] mikequindazzi,spirosmargaris
[166] #ai,#robotics
[154] #ai,#artificialintelligence
[127] #robotics,#tech
[121] #iot,#ai
[120] #drones,#ai

Top Word Pairs in Tweet in G3:
[27] fully,#autonomous
[22] original,mayflower
[22] mayflower,set
[22] set,sail
[22] sail,1620
[22] 1620,400
[22] 400,years
[22] years,later
[22] later,setting
[22] setting,out

Top Word Pairs in Tweet in G4:
[51] #autonomous,#electric
[51] #electric,#car
[24] #autonomous,transport
[22] won,german
[22] german,#logistics
[22] #logistics,award
[22] award,jury
[22] jury,impressed
[22] impressed,general
[22] general,concept

Top Word Pairs in Tweet in G5:
[104] trends,2020
[96] 10,strategic
[92] top,10
[72] strategic,technology
[72] technology,trends
[65] #ai,#blockchain
[63] #blockchain,#autonomous
[62] #gartnersym,#ai
[62] #autonomous,gartner_sym
[61] analyst,brian__burke

Top Word Pairs in Tweet in G6:
[28] #cloud,#autonomous
[27] oracle,#autonomous
[21] standing,up
[21] up,new
[21] new,tech
[21] tech,securing
[21] securing,against
[21] against,#cyberthreats
[21] #cyberthreats,dominated
[21] dominated,#cio

Top Word Pairs in Tweet in G7:
[77] gt,gt
[40] artificial,intelligence
[38] #artificialintelligence,#machinelearning
[32] chinese,#startup
[32] #startup,neolix
[32] neolix,bring
[32] bring,100
[32] 100,000
[32] 000,#driverless
[32] #driverless,delivery

Top Word Pairs in Tweet in G8:
[71] #ai,#iot
[63] #robotics,#tech
[62] #autonomous,#selfdriving
[61] #tech,#5g
[60] #smartcity,#robotics
[58] #iot,#autonomousvehicles
[56] #selfdriving,#smartcity
[54] #selfdrivingcars,#ai
[54] #5g,#driverless
[50] #driverless,#startup

Top Word Pairs in Tweet in G9:
[11] #autonomous,vehicles
[11] #autonomous,driving
[9] future,transportation
[9] #ev,#autonomous
[8] #futureofmobility,#digitaltransformation
[8] fully,#autonomous
[8] transportation,#electric
[8] #electric,#ev
[8] #autonomous,#clean
[8] #clean,present

Top Word Pairs in Tweet in G10:
[7] #autonomous,vehicles
[5] #human,#factors
[5] #autonomous,#vehicles
[5] nrtasu,cidseasu
[4] believe,#autonomous
[4] vehicles,provide
[4] provide,safer
[4] safer,more
[4] more,accessible
[4] accessible,sustainable

Top Replied-To
Top Replied-To in Entire Graph:
@microntech
@ieeespectrum
@builtrobotics
@gartner_inc
@jbrehmllc
@stradvision
@voyage
@vanrijmenam
@techreview
@agrointelli

Top Replied-To in G1:
@voyage
@microntech
@voanews
@paula_piccard

Top Replied-To in G2:
@vanrijmenam
@builtrobotics
@microntech
@julez_norton
@tesla

Top Replied-To in G4:
@veriposgnss
@skyportshq
@microntech
@skydiohq
@localmotors

Top Replied-To in G5:
@gartner_inc
@builtrobotics
@techreview
@microntech

Top Replied-To in G6:
@groundbreakers

Top Replied-To in G7:
@langnergroup

Top Replied-To in G8:
@hyundai_global

Top Replied-To in G9:
@mercedesbenz
@garethpresch
@ibm

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@spirosmargaris
@mvollmer1
@jblefevre60
@sallyeaves
@ym78200
@diioannid
@chboursin
@theadamgabriel
@ronald_vanloon

Top Mentioned in G1:
@spirosmargaris
@mikequindazzi
@mvollmer1
@jblefevre60
@sallyeaves
@diioannid
@ym78200
@chboursin
@theadamgabriel
@hal_good

Top Mentioned in G2:
@mikequindazzi
@mvollmer1
@evankirstel
@spirosmargaris
@jblefevre60
@sallyeaves
@techinsider
@chboursin
@diioannid
@ronald_vanloon

Top Mentioned in G3:
@windriver

Top Mentioned in G4:
@hyundai
@rta_dubai
@sphillipsluethi
@sharedusecntr
@ccta
@siemensmobility
@macilree
@ntusg
@localmotors
@aurrigotech

Top Mentioned in G5:
@gartner_sym
@brian__burke
@jblefevre60
@ipfconline1
@ym78200
@paula_piccard
@kalydeoo
@fabriziobustama
@enricomolinari
@wearableguru

Top Mentioned in G6:
@oracle
@oracleace
@steve_daheb
@groundbreakers
@yvesmulkers
@oracleitalia
@riccardo_iommi
@netsuite
@oracleugs
@radio24_news

Top Mentioned in G7:
@techxplore_com
@seeker
@elonmusk
@ansys
@youtube
@jayeshmthakur
@logisticsstuff
@iotworldtoday
@engineering_com
@arkinvest

Top Mentioned in G8:
@tortoisehq
@ford
@michalnaka
@tesla
@micromobilityco
@intelai
@asymco
@oliverbruce
@chasestubb
@james_gross

Top Mentioned in G9:
@bmw
@wswmuc
@kashthefuturist
@seth_leitman
@autrement_votre
@ronald_vanloon
@profraywills
@profstrachan
@kirillklip
@lovegoldenheart

Top Mentioned in G10:
@thad_miller
@asu_sfis
@nrtasu
@cidseasu
@robaabbas
@saeintl
@philkoopman
@cspo_asu
@farooquema
@johnchavens

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@cowboyscifibot
@loupo85
@robre62
@claudosky
@geoffrey_payne
@gamergeeknews
@startupsbot
@deejayiwan
@evankirstel

Top Tweeters in G1:
@loupo85
@startupsbot
@itknowingness
@businessinsider
@reuters
@channelnewsasia
@nytimes
@815wrldtrvlr
@mashable
@telegraph

Top Tweeters in G2:
@arkangelscrap
@deejayiwan
@evankirstel
@techl0g
@chidambara09
@pvalsfr
@pickooo
@santchiweb
@ketaminh
@richsimmondsza

Top Tweeters in G3:
@poandpo
@agenparl
@pm_girl
@ajaygolmalgobi
@eric_kavanagh
@amruthasuri
@bamitav
@bentler
@computerweekly
@thefordfiesta

Top Tweeters in G4:
@planespotiscool
@fox17
@dez_blanchfield
@rta_dubai
@nellinson
@ajberk
@tirukuralkaram
@mehmeto33440789
@macilree
@inside

Top Tweeters in G5:
@edjlazar
@cybersec_feeds
@mariuskarma
@ipfconline1
@vishne0
@wef
@ddelich
@3itcom
@lajusticierra
@manifattura40

Top Tweeters in G6:
@sherrilyn59
@sole24ore
@lightifyco1
@lynnea58
@jcgonzaledu
@don_gee
@elcavalos
@shyamvaran
@marcolorux
@radio24_news

Top Tweeters in G7:
@lorimoreno
@andrewmorrisuk
@gherardimauro1
@edimosip
@julienramauge
@pardoe_ai
@ocmtber
@rnaudmeunier
@machine_ml
@agali_gcfr

Top Tweeters in G8:
@gamergeeknews
@iam__network
@rtehrani
@kondeeof2019
@paulhayesman
@justbementalist
@lyft
@nomadickenyan
@carscoop
@mariadeliasofia

Top Tweeters in G9:
@cberrl
@gezgintrk
@kirillklip
@jackthelad1947
@honda
@beretta_gio
@lovegoldenheart
@hanslak
@sebwrites
@ketanj0

Top Tweeters in G10:
@for3verjigga
@chevrolet
@johnchavens
@2020science
@anncavoukian
@gm
@alan_winfield
@ramonapringle
@saeintl
@uowresearch