#selfdrivingcars, Twitter, 2/14/2020 3:38:52 PM, 221136


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#selfdrivingcars_2020-02-13_12-45-03.xlsx
#selfdrivingcars_2020-02-13_12-45-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 14, 2020
Short Description:
#selfdrivingcars via NodeXL http://bit.ly/2URkhvD
@robotconsumer
@mikequindazzi
@jeroenbartelse
@ronald_vanloon
@enricomolinari
@selfdriving360
@glengilmore
@ipfconline1
@guidaautonoma
@seeker

Top hashtags:
#selfdrivingcars
#ai
#iot
#5g
#ar
#autonomousvehicles

Description:
Description
The graph represents a network of 1,933 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 Thursday, 13 February 2020 at 20:46 UTC.

The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 7-day, 12-hour, 2-minute period from Tuesday, 04 February 2020 at 12:35 UTC to Wednesday, 12 February 2020 at 00:38 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 : 1933
Unique Edges : 4888
Edges With Duplicates : 4762
Total Edges : 9650
Number of Edge Types : 4
MentionsInRetweet : 8366
Mentions : 822
Replies to : 26
Tweet : 436
Self-Loops : 436
Reciprocated Vertex Pair Ratio : 0.0105719237435009
Reciprocated Edge Ratio : 0.0209226547761962
Connected Components : 115
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 1721
Maximum Edges in a Connected Component : 9409
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.474239
Graph Density : 0.00156136365340351
Modularity : 0.381984
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,933 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 Thursday, 13 February 2020 at 20:46 UTC.

The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 7-day, 12-hour, 2-minute period from Tuesday, 04 February 2020 at 12:35 UTC to Wednesday, 12 February 2020 at 00:38 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 : #selfdrivingcars
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:
[83] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[71] https://www.selfdrivingcars360.com/
[66] https://www.forbes.com/sites/nargessbanks/2020/02/09/autonomous-drive-pix-moving/#6f1e7cb1104c
[33] https://www.linkedin.com/pulse/how-sensors-paving-way-autonomous-cars-pinaki-laskar
[24] https://www.theverge.com/2018/5/9/17307156/google-waymo-driverless-cars-deep-learning-neural-net-interview?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[21] https://youtu.be/tq84O4-BPIs
[20] https://snip.ly/i93vmu
[19] https://www.weforum.org/agenda/2020/01/5g-is-about-to-change-the-world-in-ways-we-cant-even-imagine-yet
[18] https://www.wired.com/story/investors-hit-brakes-automotive-startups/
[17] https://www.extremetech.com/computing/305691-the-future-of-sensors-for-self-driving-cars-all-roads-all-conditions

Top URLs in Tweet in G1:
[60] https://www.selfdrivingcars360.com/
[29] https://www.linkedin.com/pulse/how-sensors-paving-way-autonomous-cars-pinaki-laskar
[16] https://snip.ly/i93vmu
[16] https://www.weforum.org/agenda/2020/01/5g-is-about-to-change-the-world-in-ways-we-cant-even-imagine-yet
[14] https://www.wired.com/story/investors-hit-brakes-automotive-startups/
[10] https://engineering.columbia.edu/press-releases/liability-human-autonomous-vehicle
[9] https://youtu.be/tq84O4-BPIs
[9] https://www.extremetech.com/computing/305691-the-future-of-sensors-for-self-driving-cars-all-roads-all-conditions
[9] https://cnaluxury.channelnewsasia.com/obsessions/car-to-x-communications-12404530
[8] https://www.bmwblog.com/2020/02/10/video-how-bmw-is-developing-autonomous-driving-cars/

Top URLs in Tweet in G2:
[59] https://www.forbes.com/sites/nargessbanks/2020/02/09/autonomous-drive-pix-moving/#6f1e7cb1104c
[11] https://www.bloomberg.com/tosv2.html?vid=&uuid=9cf52ea0-4a04-11ea-bae2-8964fa751bd0&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wMi0wNi9tb3JhbGx5LWV0aGljYWwtc2VsZi1kcml2aW5nLWNhcnMtYXJlLXRoZS1uZXh0LXJlYWwtY2hhbGxlbmdl
[11] https://www.pymnts.com/news/merchant-innovation/2020/fiat-chrysler-to-debut-robot-taxis-in-china/
[9] https://www.theinformation.com/articles/money-pit-self-driving-cars-16-billion-cash-burn
[8] https://europe.autonews.com/automakers/autonomous-vehicle-optimism-undergoes-reality-check
[7] https://www.theguardian.com/business/2020/feb/05/nissan-self-driving-car-leaf-longest-journey
[6] https://www.selfdrivingcars360.com/
[5] https://www.forbes.com/sites/samabuelsamid/2020/02/11/aptiv-self-driving-vehicles-top-100000-rides-in-las-vegas/
[4] https://youtu.be/hHuDLvP_4ig
[4] https://www.forbes.com/sites/alanohnsman/2020/02/06/nuro-claims-a-self-driving-first-us-approval-to-deploy-toaster-styled-delivery-bots/

Top URLs in Tweet in G3:
[69] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[10] https://twitter.com/MikeQuindazzi
[8] https://twitter.com/dgrandat
[3] https://cradlepoint.com/sites/default/files/pathway-to-5g-report-2.pdf
[3] https://twitter.com/chboursin
[2] https://twitter.com/guidaautonoma
[2] https://twitter.com/HaroldSinnott
[2] https://www.theverge.com/2018/5/9/17307156/google-waymo-driverless-cars-deep-learning-neural-net-interview?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.extremetech.com/computing/305691-the-future-of-sensors-for-self-driving-cars-all-roads-all-conditions
[1] https://twitter.com/i/web/status/1225992940545282048

Top URLs in Tweet in G4:
[5] http://datahacker.rs/top-5-benefits-of-self-driving-cars/
[4] http://datahacker.rs/the-moral-dilemma-of-self-driving-cars/
[3] http://datahacker.rs
[3] https://www.linkedin.com/pulse/how-sensors-paving-way-autonomous-cars-pinaki-laskar
[1] https://twitter.com/i/web/status/1227284930498981889
[1] https://marker.medium.com/self-driving-cars-and-wearable-tech-will-end-insurance-as-we-know-it-c80886c6f7d8
[1] https://www.forbes.com/sites/lanceeliot/2020/02/08/those-three-clever-dogs-trained-to-drive-a-car-provide-valuable-lessons-for-ai-self-driving-cars/
[1] https://cleantechnica.com/2020/02/06/tesla-is-a-tech-company-heres-why/
[1] https://twitter.com/i/web/status/1226436417884237824
[1] https://twitter.com/i/web/status/1226519738597154818

Top URLs in Tweet in G5:
[9] https://youtu.be/tq84O4-BPIs
[6] https://youtu.be/hHuDLvP_4ig
[6] https://venturebeat.com/2020/02/03/new-data-set-helps-train-cars-to-drive-autonomously-in-winter-weather/
[6] https://www.aitrends.com/ai-insider/ethics-in-ai-awareness-and-ai-autonomous-cars/
[5] http://news.mit.edu/2019/predicting-driving-personalities-1118#.XjAnZIjqmD8.twitter
[4] https://www.supplychaintoday.com/the-age-artificial-intelligence-and-beyond/
[3] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[2] https://www.theverge.com/2018/5/9/17307156/google-waymo-driverless-cars-deep-learning-neural-net-interview?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.forbes.com/sites/nargessbanks/2020/02/09/autonomous-drive-pix-moving/#6f1e7cb1104c
[1] https://twitter.com/i/web/status/1226317306567024642

Top URLs in Tweet in G6:
[11] https://www.theverge.com/2018/5/9/17307156/google-waymo-driverless-cars-deep-learning-neural-net-interview?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[5] https://www.cnn.com/2020/02/06/tech/nuro-self-driving-vehicle-houston-dot/index.html
[3] https://www.forbes.com/sites/forbestechcouncil/2020/02/04/what-cybersecurity-operations-can-learn-from-self-driving-trucks/
[3] https://www.theverge.com/2020/2/5/21123049/waymo-self-driving-cars-workers-vendor-contracts-benefits-needles
[3] https://seekingalpha.com/article/4322411-lidar-discussing-best-autonomous-driving-sensor-suite
[2] https://www.wired.com/story/snow-ice-pose-vexing-obstacle-self-driving-cars/
[2] https://www.forbes.com/sites/nargessbanks/2020/02/09/autonomous-drive-pix-moving/
[2] https://www.bloomberg.com/news/articles/2020-02-05/self-driving-mass-transit-arrives-on-american-streets
[2] https://www.extremetech.com/computing/305691-the-future-of-sensors-for-self-driving-cars-all-roads-all-conditions
[2] https://thehill.com/blogs/congress-blog/politics/482315-when-it-comes-to-autonomous-vehicles-the-us-cannot-afford-to-be

Top URLs in Tweet in G7:
[4] https://github.com/lexfridman/mit-deep-learning
[2] https://techaeris.com/2020/02/07/will-self-driving-cars-create-more-distracted-drivers/
[1] https://www.gutenberg.org/files/61309/61309-h/61309-h.htm
[1] http://www.globalbigdataconference.com/news/144914/the-hunt-for-security-flaws-in-self-driving-cars-steps-up-a-gear.html
[1] https://www.linkedin.com/slink?code=dyPCXth
[1] https://www.forbes.com/sites/scottcorwin/2020/01/10/self-driving-cars-may-never-dominateand-thats-ok/
[1] https://twitter.com/BertrandDuflos/status/1225085370745966593
[1] https://soundcloud.com/user-127886587/29-ethical-dilemmas-of-autonomous-vehicles
[1] http://joebarkai.com/i-wouldnt-ever-sit-my-butt-in-a-self-driving-car/
[1] https://www.wired.com/story/snow-ice-pose-vexing-obstacle-self-driving-cars/

Top URLs in Tweet in G8:
[2] https://podcasts.apple.com/us/podcast/autonomous-cars-with-marc-hoag/id1353975287
[1] https://twitter.com/i/web/status/1226389367155052544
[1] https://twitter.com/i/web/status/1226386822709772288
[1] https://europe.autonews.com/automakers/autonomous-vehicle-optimism-undergoes-reality-check
[1] https://twitter.com/i/web/status/1226737602125975552
[1] https://podcasts.apple.com/us/podcast/id1353975287
[1] https://www.thenational.ae/uae/transport/dubai-enacts-new-rules-for-testing-driverless-cars-and-accident-responsibility-1.973945

Top URLs in Tweet in G9:
[3] https://venturebeat.com/2020/02/05/gms-cruise-now-has-roughly-1800-employees-working-on-self-driving-cars/
[2] https://www.extremetech.com/computing/305691-the-future-of-sensors-for-self-driving-cars-all-roads-all-conditions
[1] https://www.thisismoney.co.uk/money/cars/article-7968813/Self-driving-Nissan-Leaf-electric-car-navigated-230-miles-UK-roads.html
[1] https://metro.co.uk/2020/02/05/top-secret-car-sets-autonomous-record-230-mile-drive-across-uk-12185442/

Top URLs in Tweet in G10:
[3] https://www.bmwblog.com/2020/02/10/video-how-bmw-is-developing-autonomous-driving-cars/
[3] https://medium.com/autox/ces2020-autox-rolls-out-the-first-hardware-ready-robotaxi-for-china-e99e715b9ea
[2] https://www.selfdrivingcars360.com/
[2] https://www.extremetech.com/computing/305691-the-future-of-sensors-for-self-driving-cars-all-roads-all-conditions
[1] https://twitter.com/i/web/status/1226871698370236417
[1] https://www.terrapinn.com/exhibition/move/speaker-maha-ACHOUR.stm
[1] https://www.youtube.com/watch?v=xkGM4vZqf_0

[1] http://Auto.AI
[1] https://twitter.com/i/web/status/1227315330621542406
[1] https://www.pymnts.com/news/merchant-innovation/2020/fiat-chrysler-to-debut-robot-taxis-in-china/

Top Domains
Top Domains in Tweet in Entire Graph:
[321] twitter.com
[118] forbes.com
[83] holoniq.com
[81] selfdrivingcars360.com
[53] theverge.com
[46] linkedin.com
[43] wired.com
[34] youtu.be
[28] venturebeat.com
[25] aci.it

Top Domains in Tweet in G1:
[109] twitter.com
[70] selfdrivingcars360.com
[35] linkedin.com
[28] theverge.com
[25] aci.it
[23] wired.com
[21] forbes.com
[19] hdmotori.it
[18] weforum.org
[16] snip.ly

Top Domains in Tweet in G2:
[81] forbes.com
[33] twitter.com
[11] bloomberg.com
[11] pymnts.com
[10] theinformation.com
[8] theguardian.com
[8] autonews.com
[8] wired.com
[6] selfdrivingcars360.com
[5] youtu.be

Top Domains in Tweet in G3:
[85] twitter.com
[69] holoniq.com
[3] cradlepoint.com
[2] theverge.com
[2] extremetech.com
[1] venturebeat.com
[1] juniperresearch.com
[1] linkedin.com
[1] repubblica.it
[1] wired.com

Top Domains in Tweet in G4:
[12] twitter.com
[12] datahacker.rs
[3] linkedin.com
[2] forbes.com
[1] medium.com
[1] cleantechnica.com
[1] wired.com
[1] seekingalpha.com
[1] reuters.com
[1] landline.media

Top Domains in Tweet in G5:
[15] youtu.be
[10] twitter.com
[10] aitrends.com
[6] venturebeat.com
[5] mit.edu
[4] supplychaintoday.com
[3] forbes.com
[3] holoniq.com
[2] theverge.com
[1] theinformation.com

Top Domains in Tweet in G6:
[17] theverge.com
[11] twitter.com
[7] forbes.com
[6] cnn.com
[4] wired.com
[3] caranddriver.com
[3] bloomberg.com
[3] seekingalpha.com
[2] extremetech.com
[2] thehill.com

Top Domains in Tweet in G7:
[25] twitter.com
[5] linkedin.com
[4] github.com
[3] wired.com
[3] reuters.com
[3] cdrinfo.com
[2] forbes.com
[2] futurecar.com
[2] co.uk
[2] cnbc.com

Top Domains in Tweet in G8:
[3] twitter.com
[3] apple.com
[1] autonews.com
[1] thenational.ae

Top Domains in Tweet in G9:
[3] venturebeat.com
[2] extremetech.com
[2] co.uk

Top Domains in Tweet in G10:
[3] bmwblog.com
[3] twitter.com
[3] medium.com
[2] datahacker.rs
[2] selfdrivingcars360.com
[2] extremetech.com
[1] terrapinn.com
[1] youtube.com
[1] auto.ai
[1] pymnts.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2362] selfdrivingcars
[1669] ai
[1458] iot
[963] 5g
[802] ar
[763] autonomousvehicles
[642] emergingtech
[510] machinelearning
[405] gdp
[344] selfdriving



Top Hashtags in Tweet in G1:
[717] selfdrivingcars
[616] ai
[431] iot
[309] autonomousvehicles
[288] 5g
[201] selfdriving
[186] driverlesscars
[171] machinelearning
[155] driverless
[136] artificialintelligence

Top Hashtags in Tweet in G2:
[317] selfdrivingcars
[122] ai
[89] autonomousvehicles
[77] iot
[71] driverlesscars
[66] driverless
[65] selfdriving
[42] 5g
[37] 3d
[28] autonomous

Top Hashtags in Tweet in G3:
[665] iot
[612] ai
[590] selfdrivingcars
[588] ar
[513] 5g
[478] emergingtech
[345] gdp
[289] 4ir
[286] robotic
[286] autonomos

Top Hashtags in Tweet in G4:
[206] selfdrivingcars
[176] ai
[164] iot
[133] smartcities
[27] autonomous
[26] autonomousvehicles
[23] 5g
[22] cars
[21] selfdriving
[18] ar

Top Hashtags in Tweet in G5:
[112] selfdrivingcars
[77] ai
[52] autonomousvehicles
[44] 3d
[24] iot
[21] machinelearning
[18] mwc20
[15] artificialintelliegence
[10] tech
[9] digitaltransformation

Top Hashtags in Tweet in G6:
[63] selfdrivingcars
[32] autonomousvehicles
[25] ai
[15] 5g
[11] machinelearning
[8] iot
[7] python
[7] programming
[6] driverless
[6] safetyfirst

Top Hashtags in Tweet in G7:
[76] selfdrivingcars
[10] autonomousvehicles
[7] selfdriving
[7] autonomousdriving
[6] iot
[6] mobility
[6] autonomous
[6] ai
[5] ml
[5] uber

Top Hashtags in Tweet in G8:
[55] selfdrivingcars
[54] ar
[54] iot
[53] emergingtech
[53] mwc20
[53] 5g
[53] smartcities
[3] autonomouscars
[2] autonomousvehicles
[2] applepodcasts

Top Hashtags in Tweet in G9:
[34] autonomousvehicles
[31] selfdrivingcars
[15] automotive
[14] lasvegas
[14] selfdriving
[8] ai
[5] driverlesscar
[5] electricvehicles
[5] evs
[5] autonomousdriving

Top Hashtags in Tweet in G10:
[14] selfdrivingcars
[7] ai
[5] autonomousvehicles
[4] autonomousdriving
[4] innovation
[4] ces2020
[4] tech
[4] selfdriving
[3] autonomouscars
[3] driverlesscars

Top Words
Top Words in Tweet in Entire Graph:
[1857] Words in Sentiment List#1: Positive
[1385] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[93314] Non-categorized Words
[96556] Total Words
[5999] gt
[2518] mikequindazzi
[2355] #selfdrivingcars
[1668] #ai
[1455] #iot

Top Words in Tweet in G1:
[1089] gt
[712] #selfdrivingcars
[615] #ai
[429] #iot
[404] mikequindazzi
[309] #autonomousvehicles
[288] #5g
[208] #selfdriving
[200] enricomolinari
[186] #driverlesscars

Top Words in Tweet in G2:
[451] jeroenbartelse
[352] driving
[316] #selfdrivingcars
[309] self
[282] gt
[189] car
[136] cars
[122] #ai
[121] autonomous
[107] fleet

Top Words in Tweet in G3:
[4208] gt
[1948] mikequindazzi
[665] #iot
[612] #ai
[589] #selfdrivingcars
[588] #ar
[584] drivers
[513] #5g
[479] see
[478] #emergingtech

Top Words in Tweet in G4:
[206] #selfdrivingcars
[176] #ai
[163] #iot
[156] ronald_vanloon
[135] motorcycle
[135] transform
[135] flying
[135] vehicle
[135] startupselfie
[133] #smartcities

Top Words in Tweet in G5:
[183] gt
[112] #selfdrivingcars
[77] #ai
[62] seeker
[58] safety
[52] #autonomousvehicles
[45] lab
[44] #3d
[44] simulator
[44] testbed

Top Words in Tweet in G6:
[63] #selfdrivingcars
[57] gt
[42] driving
[39] self
[32] #autonomousvehicles
[28] cars
[25] #ai
[21] mikequindazzi
[17] verge
[16] antgrasso

Top Words in Tweet in G7:
[76] #selfdrivingcars
[26] self
[23] driving
[22] cars
[10] #autonomousvehicles
[9] vehicles
[7] #selfdriving
[7] car
[7] autonomous
[7] #autonomousdriving

Top Words in Tweet in G8:
[55] #selfdrivingcars
[54] #ar
[54] drivers
[54] #iot
[53] #emergingtech
[53] leverages
[53] help
[53] see
[53] invisible
[53] #mwc20

Top Words in Tweet in G9:
[40] evankirstel
[34] #autonomousvehicles
[31] #selfdrivingcars
[25] drive
[20] cadillac's
[20] escalade
[20] itself
[20] major
[20] highways
[20] without

Top Words in Tweet in G10:
[14] #selfdrivingcars
[9] driving
[7] #ai
[7] future
[6] metawave
[6] analog
[6] radar
[6] gt
[6] #selfdriving
[5] talking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3976] gt,gt
[884] mikequindazzi,gt
[847] #iot,#5g
[627] #emergingtech,leverages
[627] leverages,#ar
[627] #ar,help
[627] help,drivers
[627] drivers,see
[627] see,invisible
[599] self,driving

Top Word Pairs in Tweet in G1:
[719] gt,gt
[275] #ai,#iot
[247] #iot,#5g
[244] #selfdrivingcars,#ai
[170] mikequindazzi,gt
[122] self,driving
[105] #machinelearning,#deeplearning
[90] #autonomousvehicles,#selfdriving
[87] #5g,#autonomousvehicles
[86] wef,mikequindazzi

Top Word Pairs in Tweet in G2:
[307] self,driving
[184] gt,gt
[114] driving,cars
[104] elon,musk
[104] musk,plans
[104] plans,create
[104] create,autonomous
[104] autonomous,robotaxi
[104] robotaxi,fleet
[103] fleet,businessinsider

Top Word Pairs in Tweet in G3:
[2799] gt,gt
[641] mikequindazzi,gt
[479] #iot,#5g
[478] #emergingtech,leverages
[478] leverages,#ar
[478] #ar,help
[478] help,drivers
[478] drivers,see
[478] see,invisible
[473] invisible,nissan

Top Word Pairs in Tweet in G4:
[147] #selfdrivingcars,#ai
[147] #ai,#iot
[135] motorcycle,transform
[135] transform,flying
[135] flying,vehicle
[135] vehicle,startupselfie
[135] startupselfie,#selfdrivingcars
[134] ronald_vanloon,motorcycle
[122] #iot,#smartcities
[122] #smartcities,cc

Top Word Pairs in Tweet in G5:
[122] gt,gt
[44] #3d,simulator
[44] testbed,#selfdrivingcars
[44] #selfdrivingcars,#autonomousvehicles
[43] simulator,provides
[43] provides,testbed
[43] #autonomousvehicles,safety
[43] safety,lab
[36] lab,gt
[36] gt,seeker

Top Word Pairs in Tweet in G6:
[39] self,driving
[38] gt,gt
[27] #selfdrivingcars,#autonomousvehicles
[16] driving,cars
[15] cars,verge
[12] mt,mikequindazzi
[12] antgrasso,fisher85m
[11] ipfconline1,inside
[11] inside,lab
[11] lab,waymo

Top Word Pairs in Tweet in G7:
[23] self,driving
[16] driving,cars
[4] distracted,drivers
[4] apct,global
[4] global,solution
[4] solution,multiple
[4] multiple,suppliers
[4] suppliers,outside
[4] outside,china
[4] #ml,#dl

Top Word Pairs in Tweet in G8:
[53] #emergingtech,leverages
[53] leverages,#ar
[53] #ar,help
[53] help,drivers
[53] drivers,see
[53] see,invisible
[53] invisible,#mwc20
[53] #mwc20,#iot
[53] #iot,#5g
[53] #5g,#selfdrivingcars

Top Word Pairs in Tweet in G9:
[20] cadillac's,escalade
[20] escalade,drive
[20] drive,itself
[20] itself,major
[20] major,highways
[20] highways,without
[20] without,driver
[20] driver,having
[20] having,hold
[20] hold,steering

Top Word Pairs in Tweet in G10:
[4] driving,cars
[4] metawave,ceo
[4] ceo,maha
[4] maha,achour
[4] achour,talking
[4] talking,advanced
[4] advanced,analog
[4] analog,radar
[4] radar,automated
[4] automated,driving

Top Replied-To
Top Replied-To in Entire Graph:
@jeroenbartelse
@elonmusk
@google
@bandbajaateraho
@independent
@fortunemagazine
@elvinpeel
@tesla
@robmeder
@lexus

Top Replied-To in G1:
@propelmee
@gussautomation
@bandbajaateraho
@independent
@uber
@gm
@boschglobal
@lexus
@fortunemagazine

Top Replied-To in G2:
@jeroenbartelse
@elvinpeel
@dgrandat
@futurism
@guidaautonoma
@nowthisnews

Top Replied-To in G4:
@google
@tesla

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@nissan
@jeroenbartelse
@thomas_harrer
@wef
@ronald_vanloon
@holoniq
@guidaautonoma
@seeker
@startupselfie

Top Mentioned in G1:
@mikequindazzi
@guidaautonoma
@enricomolinari
@selfdriving360
@wef
@mashable
@nissan
@jeroenbartelse
@gigadgets_
@holoniq

Top Mentioned in G2:
@jeroenbartelse
@businessinsider
@forbes
@mvollmer1
@pawlowskimario
@daily_record
@mikequindazzi
@spirosmargaris
@uoft
@seeker

Top Mentioned in G3:
@mikequindazzi
@nissan
@thomas_harrer
@holoniq
@claudiomkd
@themegatrends
@officialavatar
@wef
@editorcorner
@freshsalis

Top Mentioned in G4:
@ronald_vanloon
@startupselfie
@en
@mikequindazzi
@digitaltrends
@strahinjazivko7
@names_ai
@davorjord
@glengilmore
@wef

Top Mentioned in G5:
@seeker
@chboursin
@mikequin
@ipfconline1
@ronald_vanloon
@mikequindazzi
@lanceeliot
@jeroenbartelse
@caroletwitt_

Top Mentioned in G6:
@verge
@mikequindazzi
@antgrasso
@driverlessnow
@ipfconline1
@fisher85m
@autoautoai
@forbes
@cnnbusiness
@guidaautonoma

Top Mentioned in G7:
@futurecar_media

Top Mentioned in G8:
@glengilmore
@jeroenbartelse
@mikequindazzi
@strahinjazivko7
@autonomoushoag
@autonewseurope
@wef
@mashable
@guidaautonoma

Top Mentioned in G9:
@evankirstel
@cadillac
@alvinfoo
@jeroenbartelse
@ronald_vanloon
@nissanuk
@humandrivecav
@mikequindazzi
@startupselfie
@en

Top Mentioned in G10:
@move_event
@metawavecorp
@bojanavukov
@autoxtech
@frank6ix
@egarciacota
@intengineering
@kartben
@mackeyvazquez
@shoichimiyazaki

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@tadeu_alves
@independent
@chidambara09
@evankirstel
@deejayiwan
@clairebotai
@saragomezaranci
@aaroncuddeback

Top Tweeters in G1:
@sectest9
@independent
@chidambara09
@deejayiwan
@saragomezaranci
@ggtidbegcypcxdo
@amazingchevvolt
@mashable
@nicochan33
@entwistletx

Top Tweeters in G2:
@clairebotai
@sudeepkhatri
@businessinsider
@guardian
@business
@thesun
@calcaware
@lelkan
@trippbraden
@nomoreslaves

Top Tweeters in G3:
@tadeu_alves
@cybersec_feeds
@iam__network
@reuters
@andrewmorrisuk
@debraruh
@freshsalis
@btptechsearch
@websecurityit
@rosati22

Top Tweeters in G4:
@paoloigna1
@tess_blue815
@icp3_zero
@bbcworld
@mjoehlerich
@evaduranramos
@walfredocarlos
@enrirosasdiaz
@gadiooumoul
@quicktake

Top Tweeters in G5:
@ageless_2u
@marshacollier
@glaciarblue
@vivekghosal
@lesguer_lionel
@ipfconline1
@jmflb
@jblefevre60
@dinisguarda
@digitalogi

Top Tweeters in G6:
@aaroncuddeback
@seekingalpha
@thehill
@realblack212
@washingtonpost
@grattonboy
@cnnbusiness
@verge
@newsneus
@arstechnica

Top Tweeters in G7:
@spinfreezone
@abekay2
@minamaya13
@mia
@bamitav
@dataaugmented
@alexwitzleben
@naashonomics
@maneeshjuneja
@baristaonduty

Top Tweeters in G8:
@zimei_no_ri
@saeedbaygi
@ijasonwu
@albertan48
@proyectosnolen1
@pdrini_guardian
@agyg2014
@glengilmore
@catlover3567
@sportsdean

Top Tweeters in G9:
@evankirstel
@nemunokies
@silentseawolf
@acertijo
@wboricua98
@bcstrat
@mariaga91000049
@bernhard_herget
@bcagroup
@donnaaa1

Top Tweeters in G10:
@sharerussharing
@onlinetraderbiz
@buss_alex
@scoshield
@bpridgeo
@bmwblog
@henriquelimasaa
@iot_automotive
@frank6ix
@kartben


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