#selfdrivingcars, Twitter, 5/31/2019 5:42:50 PM, 198627


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#selfdrivingcars_2019-05-31_10-22-41.xlsx
#selfdrivingcars_2019-05-31_10-22-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 31, 2019
Short Description:
#selfdrivingcars via NodeXL http://bit.ly/2KhPAKQ
@mikequindazzi
@guidaautonoma
@marcusborba
@paula_piccard
@jeroenbartelse
@waymo
@acvgateway
@spirosmargaris
@robotconsumer
@autonomyreport

Top hashtags:
#selfdrivingcars
#ai
#iot
#autonomousvehicles
#autonomous

Description:
Description
The graph represents a network of 2,907 Twitter users whose tweets in the requested range contained "#selfdrivingcars", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 May 2019 at 17:25 UTC.

The requested start date was Friday, 31 May 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 16-day, 21-hour, 31-minute period from Monday, 13 May 2019 at 21:38 UTC to Thursday, 30 May 2019 at 19:10 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 : 2907
Unique Edges : 5573
Edges With Duplicates : 2711
Total Edges : 8284
Number of Edge Types : 3
Mentions : 7215
Replies to : 48
Tweet : 1021
Self-Loops : 1021
Reciprocated Vertex Pair Ratio : 0.0108202443280977
Reciprocated Edge Ratio : 0.0214088397790055
Connected Components : 337
Single-Vertex Connected Components : 226
Maximum Vertices in a Connected Component : 2372
Maximum Edges in a Connected Component : 7632
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.723948
Graph Density : 0.000685626999498801
Modularity : 0.507757
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] https://nypost.com/2019/05/25/why-humanity-will-come-to-regret-inventing-self-driving-cars/
[28] https://www.dailystar.co.uk/news/latest-news/779761/microsoft-driverless-cars-emotionally-intelligent-robots-feel-fear-crash
[28] https://techcrunch.com/2019/04/11/uber-spent-457-million-on-self-driving-and-flying-car-rd-last-year/
[25] https://www.fleetowner.com/ideaxchange/autonomy-partnerships-sky-and-ground
[24] https://www.reuters.com/article/us-einride-autonomous-sweden/driverless-electric-truck-starts-deliveries-on-swedish-public-road-idUSKCN1SL0NC
[23] https://techcrunch.com/2019/05/21/in-fords-future-two-legged-robots-and-self-driving-cars-could-team-up-on-deliveries/
[23] https://www.satellitetoday.com/innovation/2019/04/19/satellites-and-autonomous-vehicles/#.XONmj0uRHRw.twitter
[22] https://www.technologyreview.com/s/613555/how-we-might-protect-ourselves-from-malicious-ai/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-05-21
[21] http://tinyurl.com/redirect.php?num=y56sclcl
[20] https://www.techradar.com/news/securing-self-driving-cars-on-the-road-to-level-5-autonomy

Top URLs in Tweet in G1:
[11] https://www.cbsnews.com/news/the-road-to-self-driving-cars/
[11] https://www.juniperresearch.com/press/press-releases/5g-operator-billed-service-revenues-to-reach-$300
[10] https://www.pwc.com/us/en/services/consulting/library/unlocking-automation-value.html?WT.mc_id=CT10-PL102-DM2-TR1-LS4-ND30-TTAT2-CN_xLoSAutomation-mquisocial&eq=mqui_int
[9] https://www.thehindu.com/news/international/in-japan-driverless-tractors-are-on-the-move/article27172252.ece
[9] https://www.jbs.org/jbs-news/news/item/19362-ready-or-not-the-age-of-artificial-intelligence-is-here
[8] https://www.ctvnews.ca/mobile/autos/a-look-inside-ottawa-s-new-self-driving-vehicle-testing-facility-1.4438293
[8] https://www.tractica.com/research/consumer-autonomous-vehicles/
[8] https://emerj.com/ai-sector-overviews/ai-in-the-automotive-industry-an-analysis-of-the-space/
[7] https://ottawacitizen.com/news/local-news/its-opening-day-for-ottawas-self-driving-car-test-track
[7] http://www.torinoggi.it/2019/05/18/mobile/leggi-notizia/argomenti/attualita-8/articolo/sulla-pista-del-lingotto-sfreccia-lauto-a-guida-autonoma.html

Top URLs in Tweet in G2:
[9] https://www.dailystar.co.uk/news/latest-news/779761/microsoft-driverless-cars-emotionally-intelligent-robots-feel-fear-crash
[2] https://www.boldbusiness.com/transportation/tracking-self-driving-car-technology-status/
[2] https://twitter.com/Paula_Piccard/status/1129013309976526849
[1] https://twitter.com/i/web/status/1127531521374552064
[1] https://www.nbcnews.com/nightly-news/video/driverless-trucks-are-transforming-the-way-packages-are-shipped-and-making-the-roads-safer-1458352195842
[1] https://twitter.com/i/web/status/1128279557314883584
[1] https://www.reuters.com/article/us-einride-autonomous-sweden/driverless-electric-truck-starts-deliveries-on-swedish-public-road-idUSKCN1SL0NC
[1] https://twitter.com/i/web/status/1129454787983024128
[1] https://twitter.com/i/web/status/1128028304789917697
[1] https://twitter.com/i/web/status/1127824065530617856

Top URLs in Tweet in G3:
[27] https://techcrunch.com/2019/04/11/uber-spent-457-million-on-self-driving-and-flying-car-rd-last-year/
[25] https://www.fleetowner.com/ideaxchange/autonomy-partnerships-sky-and-ground
[23] https://www.satellitetoday.com/innovation/2019/04/19/satellites-and-autonomous-vehicles/#.XONmj0uRHRw.twitter
[21] http://tinyurl.com/redirect.php?num=y56sclcl
[21] https://www.reuters.com/article/us-einride-autonomous-sweden/driverless-electric-truck-starts-deliveries-on-swedish-public-road-idUSKCN1SL0NC
[21] https://nypost.com/2019/05/25/why-humanity-will-come-to-regret-inventing-self-driving-cars/
[20] https://europe.autonews.com/automakers/nissan-will-introduce-hands-free-highway-driving
[19] https://jalopnik.com/most-car-buyers-are-ready-for-autonomy-report-1834809479?utm_medium=sharefromsite&utm_source=jalopnik_twitter&utm_campaign=top
[18] https://www.techradar.com/news/securing-self-driving-cars-on-the-road-to-level-5-autonomy
[16] https://www.oedigital.com/news/466109-seabed-surveillance-enters-age-of-autonomy#.XNn3fFhP-ik.twitter

Top URLs in Tweet in G4:
[5] https://connectedworld.com/smart-cities-get-a-push/
[2] https://emerging-europe.com/business/test-track-for-self-driving-cars-opens-in-hungary/
[2] https://autonomicvehicles.eu/2019/05/14/aptiv-takes-self-driving-car-to-china/
[2] http://www.capgemini.com/research/steering-the-future-of-the-autonomous-car?utm_source=twitter&utm_medium=social&utm_content=automotive_grouporganic_image_report_none&utm_campaign=digitalcore_cri_autonomous-cars
[2] https://twitter.com/HelenaBurghardt/status/1125263965611855874
[1] https://www.thehindu.com/news/international/in-japan-driverless-tractors-are-on-the-move/article27172252.ece
[1] https://twitter.com/i/web/status/1130271825017991168
[1] https://www.gov.uk/government/speeches/driving-the-future-of-the-car-industry
[1] https://twitter.com/i/web/status/1130613150070509568
[1] https://www.capgemini.com/in-en/news/the-autonomous-car-report/?utm_source=Twitter&utm_medium=social&utm_campaign=REPORT&utm_content=AutonomousCarReport_link

Top URLs in Tweet in G5:
[3] http://nodrivr.com/RPQLZ/
[3] https://www.vox.com/recode/2019/5/17/18564501/self-driving-car-morals-safety-tesla-waymo
[3] https://techcrunch.com/2019/05/21/in-fords-future-two-legged-robots-and-self-driving-cars-could-team-up-on-deliveries/
[3] https://twitter.com/aurora_inno/status/1131637546981531648
[3] https://channels.theinnovationenterprise.com/articles/weekend-update-google-s-huawei-u-turn-finding-the-perfect-match-with-hinge-and-qualcomm-loses-ftc-battle
[2] https://www.bianchipr.com/war-talent-pr-can-help-automotive-suppliers-win/
[2] https://smartfinancial.com/blog/Self-Driving-Car-Semi-Autonomous-Car
[2] https://www.dailystar.co.uk/news/latest-news/779761/microsoft-driverless-cars-emotionally-intelligent-robots-feel-fear-crash
[2] https://cctubes.com/video/the-challenge-of-building-a-self-driving-car/
[2] https://www.cnbc.com/2019/05/21/jeff-bezos-to-employees-very-excited-about-auto-industry.html

Top URLs in Tweet in G6:
[11] https://techcrunch.com/2019/05/21/in-fords-future-two-legged-robots-and-self-driving-cars-could-team-up-on-deliveries/
[2] https://www.latimes.com/business/la-fi-hy-china-autonomous-vehicles-20190516-story.html
[1] https://www.daimler.com/innovation/case/autonomous/artificial-intelligence.html
[1] https://blog.daimler.com/en/2018/11/26/pedestrians-autonomous-vehicle-immendingen-security-future-test/
[1] https://www.daimler.com/innovation/next/what-does-the-machine-need-human-intuition.html
[1] https://www.daimler.com/innovation/next/successful-autonomous-driving.html
[1] https://thenewswheel.com/5-recent-books-about-self-driving-cars/
[1] https://twitter.com/i/web/status/1130322257358860289
[1] https://lnkd.in/d4kvC-Q
[1] https://www.detroitnews.com/story/business/autos/general-motors/2019/05/23/gm-faces-blowback-driverless-car-petition/1204052001/

Top URLs in Tweet in G7:
[3] https://www.bloomberg.com/news/articles/2019-05-09/chinese-eager-for-self-driving-future-americans-aren-t-so-sure?utm_content=buffer5f57c&utm_medium=social&utm_source=twitter.com&utm_campaign=ellie+twitter+buffer
[3] https://channels.theinnovationenterprise.com/articles/weekend-update-google-s-huawei-u-turn-finding-the-perfect-match-with-hinge-and-qualcomm-loses-ftc-battle
[3] https://www.youtube.com/watch?v=PRg5RNU_JLk&feature=youtu.be

[2] https://gizmodo.com/waymos-autonomous-vehicles-are-reportedly-facing-ongoin-1831417779
[2] https://www.youtube.com/watch?v=PRg5RNU_JLk

[2] http://franksworld.com/2019/05/17/how-do-self-driving-cars-see/
[2] https://www.bbc.co.uk/news/technology-48334449
[2] https://channels.theinnovationenterprise.com/articles/lyft-beats-earnings-predictions-and-introduces-waymo-self-driving-cars
[2] https://channels.theinnovationenterprise.com/articles/the-expedition-of-graphics-processing-units-gpus-how-is-this-underlying-element-playing-a-part-in-enhancing-autonomous-vehicle-technology-and-clinical-outcomes-in-the-healthcare-sector
[2] https://www.boldbusiness.com/transportation/collaboration-fueling-future-self-driving-vehicles/

Top URLs in Tweet in G8:
[8] http://news.mit.edu/2019/human-reasoning-ai-driverless-car-navigation-0523#.XO6C9BM09E4.twitter
[5] https://emerj.com/ai-sector-overviews/ai-in-the-automotive-industry-an-analysis-of-the-space/
[4] http://news.mit.edu/2018/how-autonomous-vehicles-programmed-1024#.W-rKKDzfJFA.twitter
[4] http://r.socialstudio.radian6.com/91a67c67-afa5-425f-9656-5d7ce89d12ce
[2] https://www.technologyreview.com/f/613410/should-a-self-driving-car-protect-a-passenger-or-pedestrian-ideally-both/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-04-25
[2] https://www.dcvelocity.com/articles/20190529-daimler-to-launch-self-driving-truck-unit-june-1/
[2] https://highways.today/2019/05/24/mit-maps-navigate/
[1] https://www.rti.com/industries/automotive
[1] https://twitter.com/i/web/status/1128510378420391936
[1] https://twitter.com/i/web/status/1129470411794780170

Top URLs in Tweet in G9:
[2] https://rodneybrooks.com/agi-has-been-delayed/
[1] https://www.ntsb.gov/news/press-releases/Pages/NR20180524.aspx
[1] https://www.youtube.com/watch?v=Ucp0TTmvqOE&feature=youtu.be

[1] https://www.teslarati.com/tesla-nissan-adopts-camera-based-full-self-driving-approach
[1] https://twitter.com/i/web/status/1129392325287800833
[1] https://www.teslarati.com/tesla-advanced-summon-release-date-elon-musk
[1] https://twitter.com/i/web/status/1130482170076602368
[1] https://globalnews.ca/news/5317421/autonomous-vehicles-traffic-congestion-warning/?utm_source=GlobalEdmonton&utm_medium=Facebook&fbclid=IwAR0-26esswax80mugs9iru9kiX6Dj6F_JiEQbPho0SK6GIPiVuYqrNMQkcw
[1] https://twitter.com/CeatronT/status/1127864550529937409
[1] https://www.theverge.com/2019/4/5/18296501/tesla-internal-camera-rear-view-mirror-autonomous-ridesharing-service-driverless

Top URLs in Tweet in G10:
[6] https://blog.piekniewski.info/2019/05/30/ai-circus-mid-2019-update/
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=5726d500-7c63-11e9-ace7-ff91db7a3e1d&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wNS0yMS9zZWxmLWRyaXZpbmctdHJ1Y2tzLXdpbGwtY2FycnktbWFpbC1pbi11LXMtZm9yLXRoZS1maXJzdC10aW1l
[3] https://www.reuters.com/article/us-tusimple-autonomous-usps/self-driving-trucks-begin-mail-delivery-test-for-u-s-postal-service-idUSKCN1SR0YB
[2] https://www.technologyreview.com/f/613574/ford-thinks-robots-and-self-driving-cars-could-team-up-to-deliver-packages/
[2] https://foxydevice.blogspot.com/2019/01/nvidia-unveils-its-drive-autopilot.html?m=0
[2] https://www.thehindu.com/news/international/in-japan-driverless-tractors-are-on-the-move/article27172252.ece
[2] https://twitter.com/fox5ny/status/1130927756303392769
[2] https://twitter.com/EPOorg/status/1131896389305339905
[2] https://www.axios.com/usps-mail-autonomous-vehicle-truck-deliveries-cc7e38d6-a848-44a2-8212-e79bbacb35fb.html
[2] https://drivenandridden.blogspot.com/2019/05/killer-cars-curious-case-of-autonomous.html

Top Domains
Top Domains in Tweet in Entire Graph:
[633] twitter.com
[75] forbes.com
[74] techcrunch.com
[46] co.uk
[39] theverge.com
[39] autonews.com
[38] reuters.com
[33] bloomberg.com
[32] technologyreview.com
[32] nypost.com

Top Domains in Tweet in G1:
[192] twitter.com
[25] aci.it
[16] hdmotori.it
[15] forbes.com
[15] medium.com
[13] lastampa.it
[11] cbinsights.com
[11] theverge.com
[11] cbsnews.com
[11] juniperresearch.com

Top Domains in Tweet in G2:
[67] twitter.com
[9] co.uk
[2] boldbusiness.com
[1] nbcnews.com
[1] reuters.com
[1] netdna-ssl.com
[1] post-gazette.com
[1] sciencedaily.com
[1] ieee.org

Top Domains in Tweet in G3:
[84] twitter.com
[46] forbes.com
[44] techcrunch.com
[30] autonews.com
[28] reuters.com
[25] fleetowner.com
[25] jalopnik.com
[25] mashable.com
[24] nypost.com
[23] satellitetoday.com

Top Domains in Tweet in G4:
[5] twitter.com
[5] connectedworld.com
[3] capgemini.com
[2] emerging-europe.com
[2] autonomicvehicles.eu
[1] thehindu.com
[1] gov.uk
[1] goo.gl

Top Domains in Tweet in G5:
[94] twitter.com
[8] lnkd.in
[6] readyforsocial.com
[4] instagram.com
[4] co.uk
[4] cnbc.com
[4] techcrunch.com
[3] technologyreview.com
[3] youtube.com
[3] nvidia.com

Top Domains in Tweet in G6:
[17] twitter.com
[11] techcrunch.com
[4] daimler.com
[4] snip.ly
[3] ieee.org
[2] latimes.com
[1] thenewswheel.com
[1] lnkd.in
[1] detroitnews.com
[1] autonews.com

Top Domains in Tweet in G7:
[34] twitter.com
[8] theinnovationenterprise.com
[5] youtube.com
[4] radian6.com
[3] bloomberg.com
[3] theverge.com
[2] gizmodo.com
[2] autonews.com
[2] franksworld.com
[2] co.uk

Top Domains in Tweet in G8:
[14] twitter.com
[13] mit.edu
[5] emerj.com
[4] radian6.com
[2] technologyreview.com
[2] dcvelocity.com
[2] highways.today
[1] rti.com
[1] theverge.com
[1] cbsnews.com

Top Domains in Tweet in G9:
[13] twitter.com
[2] teslarati.com
[2] rodneybrooks.com
[2] forbes.com
[1] ntsb.gov
[1] youtube.com
[1] globalnews.ca
[1] theverge.com
[1] motortrend.com
[1] ttnews.com

Top Domains in Tweet in G10:
[16] twitter.com
[6] blogspot.com
[6] piekniewski.info
[4] techcrunch.com
[4] forbes.com
[4] bloomberg.com
[3] reuters.com
[2] technologyreview.com
[2] thehindu.com
[2] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2919] selfdrivingcars
[1816] ai
[1543] iot
[1319] autonomousvehicles
[1106] autonomous
[810] driverlesscars
[736] robotics
[648] driverless
[574] smartcity
[556] selfdriving



Top Hashtags in Tweet in G1:
[1035] ai
[903] selfdrivingcars
[692] iot
[533] robotics
[500] autonomous
[407] smartcity
[358] deeplearning
[344] 5g
[340] machinelearning
[337] driverless

Top Hashtags in Tweet in G2:
[614] selfdrivingcars
[360] iot
[343] autonomousvehicles
[273] digitaltransformation
[242] ai
[189] driverlesscars
[132] drones
[120] drivelesscars
[111] driverless
[100] autonomous

Top Hashtags in Tweet in G3:
[479] selfdrivingcars
[281] autonomous
[193] autonomousvehicles
[177] ai
[145] autonomy
[135] selfdriving
[117] driverless
[117] driverlesscars
[95] iot
[68] technology

Top Hashtags in Tweet in G4:
[236] autonomousvehicles
[224] driverlesscars
[224] iot
[217] smartcities
[42] selfdrivingcars
[29] ai
[14] machinelearning
[12] artificialintelligence
[8] autonomouscars
[7] techfiesta2019

Top Hashtags in Tweet in G5:
[234] selfdrivingcars
[61] autonomousvehicles
[59] ai
[27] iot
[24] selfdriving
[23] artificialintelligence
[21] machinelearning
[18] technology
[17] tesla
[16] deeplearning

Top Hashtags in Tweet in G6:
[88] selfdrivingcars
[42] autonomous
[18] ai
[14] daimler
[14] robots
[12] automotive
[12] driverless
[9] ml
[9] innovation
[9] autonomousvehicles

Top Hashtags in Tweet in G7:
[138] selfdrivingcars
[32] autonomous
[31] ai
[31] iot
[29] autonomousvehicles
[18] smartcity
[16] insuranceinfluencers
[15] robotics
[11] tech
[11] infographic

Top Hashtags in Tweet in G8:
[49] selfdrivingcars
[27] ai
[20] bigdata
[13] iot
[12] machinelearning
[10] robotics
[9] autonomousvehicles
[9] ethics
[9] deeplearning
[8] autonomous

Top Hashtags in Tweet in G9:
[27] selfdrivingcars
[13] selfdriving
[11] ai
[10] driverless
[8] driverlesscars
[7] tesla
[7] autonomous
[7] iot
[6] artificialintelligence
[6] internetofthings

Top Hashtags in Tweet in G10:
[64] selfdrivingcars
[50] ai
[42] autonomous
[36] selfdriving
[30] smartcity
[26] iot
[15] autonomousvehicles
[11] deeplearning
[10] autonomouscar
[10] robotics

Top Words
Top Words in Tweet in Entire Graph:
[3024] Words in Sentiment List#1: Positive
[1168] Words in Sentiment List#2: Negative
[20] Words in Sentiment List#3: Angry/Violent
[90447] Non-categorized Words
[94640] Total Words
[4786] gt
[2919] #selfdrivingcars
[1815] #ai
[1543] #iot
[1494] mikequindazzi

Top Words in Tweet in G1:
[3793] gt
[1161] mikequindazzi
[1034] #ai
[903] #selfdrivingcars
[692] #iot
[533] #robotics
[500] #autonomous
[407] #smartcity
[357] #deeplearning
[344] #5g

Top Words in Tweet in G2:
[614] #selfdrivingcars
[434] gt
[360] #iot
[349] paula_piccard
[343] #autonomousvehicles
[273] #digitaltransformation
[242] #ai
[189] #driverlesscars
[166] waymo
[155] look

Top Words in Tweet in G3:
[479] #selfdrivingcars
[330] gt
[289] driving
[287] jeroenbartelse
[282] #autonomous
[241] self
[214] autonomyreport
[193] #autonomousvehicles
[177] #ai
[162] cars

Top Words in Tweet in G4:
[236] #autonomousvehicles
[226] marcusborba
[225] cars
[224] test
[224] #driverlesscars
[224] #iot
[222] uber
[222] built
[222] fake
[222] city

Top Words in Tweet in G5:
[234] #selfdrivingcars
[110] gt
[65] cars
[64] driving
[61] #autonomousvehicles
[59] #ai
[57] self
[32] autonomous
[27] #iot
[24] #selfdriving

Top Words in Tweet in G6:
[88] #selfdrivingcars
[54] daimler
[46] driving
[46] cars
[42] #autonomous
[40] future
[32] around
[31] vehicle
[28] ford
[28] inform

Top Words in Tweet in G7:
[138] #selfdrivingcars
[42] guidaautonoma
[32] #autonomous
[31] #ai
[31] #iot
[29] #autonomousvehicles
[28] driving
[23] t
[21] autonomous
[20] more

Top Words in Tweet in G8:
[49] #selfdrivingcars
[39] gt
[38] need
[30] autonomous
[27] #ai
[25] cars
[23] ipfconline1
[22] know
[20] #bigdata
[19] edge

Top Words in Tweet in G9:
[30] elonmusk
[27] #selfdrivingcars
[26] tesla
[22] cars
[17] see
[17] rodneyabrooks
[16] don
[16] chris_urmson
[16] self
[16] driving

Top Words in Tweet in G10:
[64] #selfdrivingcars
[50] #ai
[48] guidaautonoma
[42] #autonomous
[36] #selfdriving
[30] #smartcity
[26] #iot
[23] driving
[20] self
[15] #autonomousvehicles

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3143] gt,gt
[704] mikequindazzi,gt
[541] #ai,#iot
[505] self,driving
[492] #smartcity,#ai
[373] #autonomous,#smartcity
[362] #machinelearning,#deeplearning
[304] #iot,#robotics
[276] #robotics,#tech
[260] #tech,#5g

Top Word Pairs in Tweet in G1:
[2486] gt,gt
[559] mikequindazzi,gt
[401] #ai,#iot
[368] #smartcity,#ai
[276] #autonomous,#smartcity
[265] #machinelearning,#deeplearning
[255] #iot,#robotics
[238] #robotics,#tech
[228] #tech,#5g
[194] #5g,#driverless

Top Word Pairs in Tweet in G2:
[289] gt,gt
[155] look,inside
[155] inside,waymo
[155] #autonomousvehicles,#driverlesscars
[154] waymo,#selfdrivingcars
[154] #selfdrivingcars,work
[154] work,#autonomousvehicles
[153] #driverlesscars,#digitaltransformation
[153] #digitaltransformation,#iot
[146] paula_piccard,look

Top Word Pairs in Tweet in G3:
[239] self,driving
[216] gt,gt
[92] #selfdrivingcars,#driverlesscars
[80] #driverlesscars,#driverless
[73] #driverless,#autonomous
[66] driving,cars
[50] mikequindazzi,gt
[48] #business,#entrepreneur
[48] tictoc,#selfdrivingcars
[47] driverless,cars

Top Word Pairs in Tweet in G4:
[222] uber,built
[222] built,fake
[222] fake,city
[222] city,test
[222] test,driver
[222] driver,less
[222] less,cars
[222] cars,#driverlesscars
[221] marcusborba,uber
[218] #driverlesscars,#autonomousvehicles

Top Word Pairs in Tweet in G5:
[77] gt,gt
[56] self,driving
[40] driving,cars
[13] #autonomousvehicles,#selfdrivingcars
[13] #selfdrivingcars,#autonomousvehicles
[11] #ai,#artificialintelligence
[10] #selfdriving,#selfdrivingcars
[10] autonomous,cars
[10] mikequindazzi,gt
[9] autonomous,vehicles

Top Word Pairs in Tweet in G6:
[28] future,#autonomous
[28] #autonomous,cars
[28] cars,inform
[28] inform,environment
[28] environment,before
[28] before,go
[28] go,operation
[28] operation,light
[28] light,bands
[28] bands,around

Top Word Pairs in Tweet in G7:
[18] #smartcity,#ai
[18] #ai,#iot
[15] self,driving
[12] #autonomous,#smartcity
[11] autonomous,driving
[10] public,roads
[10] #selfdrivingcars,#autonomousvehicles
[10] insurancebureau,#insuranceinfluencers
[10] rs,lidar
[10] lidar,main

Top Word Pairs in Tweet in G8:
[26] gt,gt
[21] ipfconline1,autonomous
[19] autonomous,cars
[19] cars,#bigdata
[19] #bigdata,edge
[19] edge,computing
[19] computing,need
[19] need,know
[19] know,#selfdrivingcars
[19] #selfdrivingcars,need

Top Word Pairs in Tweet in G9:
[16] rodneyabrooks,chris_urmson
[16] self,driving
[16] driving,cars
[15] unlike,elonmusk
[15] elonmusk,rodneyabrooks
[15] chris_urmson,don
[15] don,t
[15] t,think
[15] think,ll
[15] ll,see

Top Word Pairs in Tweet in G10:
[28] #smartcity,#ai
[26] #ai,#iot
[23] #autonomous,#smartcity
[20] self,driving
[10] #selfdriving,#selfdrivingcars
[10] #iot,#robotics
[7] #robotics,#tech
[7] #autonomouscar,#selfdrivingcars
[7] driving,trucks
[6] ok,time

Top Replied-To
Top Replied-To in Entire Graph:
@spirosmargaris
@elonmusk
@opinepr
@lyft
@strangecosmos
@rick_mason
@business
@jeroenbartelse
@gleonhard
@mikequindazzi

Top Replied-To in G2:
@lyft
@paula_piccard
@koltersolutions
@alibaba
@mvollmer1
@tesla

Top Replied-To in G3:
@spirosmargaris
@forbes
@bermudabat

Top Replied-To in G6:
@strangecosmos
@jeroenbartelse
@business
@rick_mason
@gm
@ford
@antanghe

Top Replied-To in G7:
@spirosmargaris
@mikequindazzi
@wolmarforlondon

Top Replied-To in G9:
@elonmusk
@uber
@teslapravduh
@teslaownerssv
@cleantechnica
@cornell
@enezozenreal
@embvisionsummit
@erikbryn
@robmccargow

Top Replied-To in G10:
@dvidshub
@mactaylorinn
@sameerkumar_73

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@guidaautonoma
@paula_piccard
@jeroenbartelse
@marcusborba
@autonomyreport
@waymo
@s
@ital
@seeker

Top Mentioned in G1:
@mikequindazzi
@guidaautonoma
@seeker
@wef
@juniperresearch
@nvidia
@paula_piccard
@marcusborba
@darshan_h_sheth
@darshan_

Top Mentioned in G2:
@paula_piccard
@waymo
@s
@ital
@mikequindazzi
@fabriziobustama
@pascal_bornet
@alvinfoo
@julez
@ronald_vanloon

Top Mentioned in G3:
@jeroenbartelse
@autonomyreport
@mikequindazzi
@spirosmargaris
@guidaautonoma
@tictoc
@ronald_vanloon
@forbes
@paula_piccard
@odn

Top Mentioned in G4:
@marcusborba
@capgeminiindia
@hmangirish
@capg
@mikequindazzi
@machine_ml
@capgeminiaie
@futurism
@connectedwmag
@bertrandduflos

Top Mentioned in G5:
@precisebposol
@10wallstreet
@domainlandlords
@sf_insurance
@ideaspies
@aerodriveindia

Top Mentioned in G6:
@daimler
@ford
@gm
@thefuturist007
@boschglobal
@waymo
@tesla
@nhtsagov
@kirstenkorosec
@v

Top Mentioned in G7:
@guidaautonoma
@insurancebureau
@einrideofficial
@barovehicles
@mikequindazzi
@accentureins
@teq5g
@maththrills
@d
@duckietownai

Top Mentioned in G8:
@ipfconline1
@mit
@mit_csail
@pierrepinna
@guidaautonoma
@gcolony
@nirav_88
@deeplearn007
@spirosmargaris
@andi_staub

Top Mentioned in G9:
@elonmusk
@tesla
@rodneyabrooks
@chris_urmson
@erikbryn
@ntsb
@uber
@soundanswer
@mikedemler
@embvisionsummit

Top Mentioned in G10:
@guidaautonoma
@_astatkevich
@usps
@tevproject
@filippie509
@iotconsortium
@dvidshub
@mrclng
@electricautomo1
@waymo

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@deejayiwan
@independent
@evankirstel
@gamergeeknews
@startupsbot
@ottlegalrebels
@chidambara09
@thehill

Top Tweeters in G1:
@sectest9
@gamergeeknews
@chidambara09
@rvp
@fintechna
@calcaware
@machinelearn_d
@freep
@ham_gretsky
@sequoia2001

Top Tweeters in G2:
@arkangelscrap
@deejayiwan
@evankirstel
@flavio58
@machinelearnflx
@humbertozamorar
@trippbraden
@gvalan
@icp3_zero
@grattonboy

Top Tweeters in G3:
@independent
@ottlegalrebels
@thehill
@businessinsider
@indianexpress
@business
@reuters
@fox10phoenix
@mashable
@entwistletx

Top Tweeters in G4:
@p_g_
@smartecocity
@no511039
@bizcom
@charlyaztec
@carlosjg
@showingelegance
@jayeshmthakur
@jameschurchman
@jcm003

Top Tweeters in G5:
@villamizaritpro
@fantasticradioo
@vek_toh
@thestartupper
@freshsalis
@dolocaldigital
@10wallstreet
@vladobotsvadze
@kanezadiane
@mayurgu07070953

Top Tweeters in G6:
@translink
@amazingchevvolt
@detroitnews
@latimes
@luisb
@subytweets
@kushanmitra
@bw
@basayya_r
@einsteinkaleath

Top Tweeters in G7:
@kotaknaren
@bbcnews
@techjunkiejh
@giuliog
@italiadeidolori
@ceobillionaire
@quebec_ai
@andreatorti90
@tableteer
@robotconsumer

Top Tweeters in G8:
@akwyz
@yahoofinance
@motolin5
@ipfconline1
@psb_dc
@johnny9904
@elcavalos
@pierrepinna
@rosycoaching
@jimmarous

Top Tweeters in G9:
@cocoageek
@roseleomusk
@mygeorgeapp
@deepindex
@mdmgeek
@willwilkinson
@erikgregersen
@hamza_alsbaihi
@yourprotagonist
@laurentfranckx

Top Tweeters in G10:
@aitwentythirty
@akemor
@willklaver
@pearlsrosesnl
@mindcommerce
@jmbenbri
@wiomax_cn
@usps
@chris_oliff
@vickijo95367827