#selfdrivingcars, Twitter, 6/24/2020 7:04:56 PM, 229844


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#selfdrivingcars_2020-06-24_05-43-22.xlsx
#selfdrivingcars_2020-06-24_05-43-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 24, 2020
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3fPwRTm
@jeroenbartelse
@robotconsumer
@haroldsinnott
@enricomolinari
@pinakilaskar
@mikequindazzi
@raquelurtasun
@jblefevre60
@guidaautonoma
@selfdriving360

Top hashtags:
#selfdrivingcars
#ai
#iot
#machinelearning

Description:
Description
The graph represents a network of 2,088 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 Wednesday, 24 June 2020 at 12:45 UTC.

The requested start date was Wednesday, 24 June 2020 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 10-day, 15-hour, 52-minute period from Saturday, 13 June 2020 at 07:09 UTC to Tuesday, 23 June 2020 at 23:02 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 : 2088
Unique Edges : 3111
Edges With Duplicates : 9828
Total Edges : 12939
Number of Edge Types : 5
Mentions : 1036
MentionsInRetweet : 7143
Retweet : 4150
Replies to : 29
Tweet : 581
Self-Loops : 701
Reciprocated Vertex Pair Ratio : 0.0224175035868006
Reciprocated Edge Ratio : 0.0438519557972286
Connected Components : 98
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 1934
Maximum Edges in a Connected Component : 12724
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.324186
Graph Density : 0.00130827215365325
Modularity : 0.286433
NodeXL Version : 1.0.1.435
Data Import : The graph represents a network of 2,088 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 Wednesday, 24 June 2020 at 12:45 UTC.

The requested start date was Wednesday, 24 June 2020 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 10-day, 15-hour, 52-minute period from Saturday, 13 June 2020 at 07:09 UTC to Tuesday, 23 June 2020 at 23:02 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:
[90] https://www.selfdrivingcars360.com/
[69] https://www.youtube.com/channel/UCLGGmIWc3Ia1jhKBNUsbBjg/
[55] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229463
[23] https://www.forbes.com/sites/lanceeliot/2020/06/14/painting-on-city-streets-can-impact-traffic-safety-good-or-bad-for-human-drivers-and-for-ai-self-driving-cars/#55a511cb66e3
[21] https://www.pwc.com/gx/en/consumer-markets/consumer-insights-survey/2019/report.pdf
[21] http://aevrobotics.com
[20] https://www.usmsystems.com/ai-use-cases-in-transportation-sector/#.XmYEg62JOQw.twitter
[15] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229463
[15] https://blog.iammarketingmedia.com/overcoming-limitations-of-ai-and-machine-learning-in-autonomous-vehicles/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[13] https://venturebeat.com/2020/06/21/way

Top URLs in Tweet in G1:
[19] https://www.forbes.com/sites/lanceeliot/2020/06/14/painting-on-city-streets-can-impact-traffic-safety-good-or-bad-for-human-drivers-and-for-ai-self-driving-cars/#55a511cb66e3
[18] https://www.usmsystems.com/ai-use-cases-in-transportation-sector/#.XmYEg62JOQw.twitter
[18] http://aevrobotics.com
[15] https://www.pwc.com/gx/en/consumer-markets/consumer-insights-survey/2019/report.pdf
[3] https://www.visualcapitalist.com/tesla-is-now-the-worlds-most-valuable-automaker/
[3] https://www.aitrends.com/ai-insider/complexities-of-driving-controls-and-ai-autonomous-cars/
[3] http://disq.us/t/3n0n0kd
[3] https://www.selfdrivingcars360.com/
[2] https://twitter.com/HaroldSinnott/status/1272204682711240706
[2] http://news.mit.edu/2020/system-trains-driverless-cars-simulations-0323#.XnsYjq-nzHY.twitter

Top URLs in Tweet in G2:
[52] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229463
[15] https://www.selfdrivingcars360.com/
[13] https://www.linkedin.com/pulse/car-os-autonomous-driving-follows-progress-cell-phones-laskar
[10] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229463
[8] https://www.theverge.com/2020/6/15/21292014/dot-nhtsa-self-driving-car-test-data-voluntary?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[7] https://www.bizjournals.com/orlando/news/2020/06/19/autonomous-vehicle-firm-to-accelerate-operations.html
[7] https://techcrunch.com/2020/06/19/bmw-mercedes-benz-end-long-term-automated-driving-alliance-for-now/
[7] https://venturebeat.com/2020/06/15/u-s-will-unveil-data-sharing-platform-for-autonomous-vehicle-testing/
[7] https://venturebeat.com/2020/06/21/waymo-and-uber-propose-ai-techniques-to-improve-self-driving-systems/
[6] https://marketscale.com/industries/transportation/coast-autonomous-place-at-the-leading-edge-of-autonomous-vehicles-and-mobility/

Top URLs in Tweet in G3:
[5] https://venturebeat.com/2020/06/21/way
[2] https://techcrunch.com/2020/06/19/bmw-mercedes-benz-end-long-term-automated-driving-alliance-for-now/
[2] https://www.mcknightsseniorliving.com/home/news/self-driving-vehicles-at-california-ccrc-pivot-to-meal-package-delivery-during-pandemic/
[1] https://twitter.com/i/web/status/1272807585876512768
[1] https://twitter.com/i/web/status/1273952382767022080
[1] https://www.forbes.com/sites/lanceeliot/2020/06/12/achieving-provably-beneficial-ai-is-demonstrably-vexing-including-the-case-of-self-driving-cars/
[1] https://www.forbes.com/sites/lanceeliot/2020/06/14/painting-on-city-streets-can-impact-traffic-safety-good-or-bad-for-human-drivers-and-for-ai-self-driving-cars/
[1] https://www.forbes.com/sites/rahulrazdan/2020/06/13/truck-autonomy-maybe-the-key-to-reducing-congestion-and-increasing-safety-for-everyone/
[1] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229463
[1] https://twitter.com/i/web/status/1232420060830064641

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229234
[2] https://twitter.com/mashable/status/1272113300591927300
[2] http://aevrobotics.com
[1] https://twitter.com/i/web/status/1273696215725682689
[1] https://twitter.com/i/web/status/1273780726714908672
[1] https://twitter.com/i/web/status/1273204742462648321
[1] https://twitter.com/i/web/status/1273534917922734080
[1] https://twitter.com/i/web/status/1275036814693199872
[1] https://twitter.com/i/web/status/1273335649509179393
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229463

Top URLs in Tweet in G5:
[3] https://www.forbes.com/sites/lanceeliot/2020/06/12/achieving-provably-beneficial-ai-is-demonstrably-vexing-including-the-case-of-self-driving-cars/#23b706212cb0
[3] https://www.forbes.com/sites/lanceeliot/2020/06/22/ai-ethics-tuning-knobs-a-questionable-mesh-including-for-self-driving-cars/
[2] https://venturebeat.com/2020/06/21/way
[2] https://www.abacusnews.com/tech/why-5g-can-give-self-driving-cars-huge-boost/article/3088590
[2] https://www.forbes.com/sites/lanceeliot/2020/06/14/painting-on-city-streets-can-impact-traffic-safety-good-or-bad-for-human-drivers-and-for-ai-self-driving-cars/#55a511cb66e3
[2] https://www.forbes.com/sites/lanceeliot/2020/06/18/self-driving-cars-will-wipe-out-drive-by-shootings-kind-of/
[1] https://www.forbes.com/sites/lanceeliot/2020/06/14/painting-on-city-streets-can-impact-traffic-safety-good-or-bad-for-human-drivers-and-for-ai-self-driving-cars/#676525dc66e3
[1] https://techcrunch.com/2020/06/19/bmw-mercedes-benz-end-long-term-automated-driving-alliance-for-now/
[1] https://twitter.com/i/web/status/1271705154396532737
[1] https://www.forbes.com/sites/lanceeliot/2020/06/12/achieving-provably-beneficial-ai-is-demonstrably-vexing-including-the-case-of-self-driving-cars/

Top URLs in Tweet in G6:
[72] https://www.selfdrivingcars360.com/
[3] https://www.foxbusiness.com/markets/amazon-in-advanced-talks-to-buy-self-driving-car-tech-company-zoox
[2] https://www.selfdrivingcars360.com/toyota-mit-release-open-data-to-fasttrack-autonomous-driving-study/
[2] https://www.forbes.com/sites/davealtavilla/2020/06/23/nvidia-and-mercedes-benz-join-forces-in-an-autonomous-car-power-play/
[2] https://apnews.com/33be3ab29cc4ea2f46f027378f423010
[2] https://arstechnica.com/cars/2020/05/nearly-half-of-americans-say-theyll-never-get-in-a-self-driving-taxi/?utm_source=s5_twitter_post&utm_medium=twitter&utm_campaign=s5_88654
[2] https://www.cnn.com/videos/health/2016/07/25/graham-human-evolved-survive-car-crash-orig.cnn
[2] https://www.aitrends.com/ai-insider/what-if-we-made-a-robot-that-could-drive-autonomously/
[2] https://www.economist.com/technology-quarterly/2020/06/11/driverless-cars-show-the-limits-of-todays-ai
[2] http://overdrive.in/news-cars-auto/next-generation-volvo-cars-to-get-lidar-equipped-self-driving-abilities/

Top URLs in Tweet in G7:
[67] https://www.youtube.com/channel/UCLGGmIWc3Ia1jhKBNUsbBjg/
[1] https://venturebeat.com/2020/06/22/aimotive-raises-20-million-for-driver-assistance-and-self-driving-car-software/amp/
[1] https://www.tu-auto.com/overcoming-limitations-of-ai-and-machine-learning-in-avs/
[1] https://www.hdmotori.it/elettriche/articoli/n522427/monopattini-elettrici-incidente-italia-regole/
[1] https://www.greencarcongress.com/2020/06/20200615-cmu.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229463
[1] https://roboticsandautomationnews.com/2020/06/19/bmw-and-mercedes-blame-timing-for-abandoning-plan-to-jointly-develop-autonomous-cars/33290/
[1] https://www.tomshw.it/automotive/tesla-model-s-senza-rivali-la-prova/#.Xu2JwuRJ7Vo.twitter
[1] https://www.electricmotornews.com/veicoli-ecologici/gruppo-renault-trasporto-ultimo-miglio/
[1] http://www.automobilsport.com/cars-tuning--37,207943,SEAT-Spain----Robots-take-to-the-streets,news.htm#.Xu7nIzWJ7Tg.twitter

Top URLs in Tweet in G8:
[11] https://blog.iammarketingmedia.com/overcoming-limitations-of-ai-and-machine-learning-in-autonomous-vehicles/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[9] https://twitter.com/jblefevre60
[6] https://blog.iammarketingmedia.com/nuro-partners-with-cvs-pharmacy-to-deliver-medicines-using-its-autonomous-vehicle/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[6] https://blog.iammarketingmedia.com/u-s-will-unveil-data-sharing-platform-for-autonomous-vehicle-testing/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[5] https://blog.iammarketingmedia.com/nhtsa-to-unveil-voluntary-av-testing-data-sharing-effort/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[5] https://blog.iammarketingmedia.com/michigan-fiat-chrysler-join-federal-self-driving-car-initiative/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/ohio-gets-4-4m-for-autonomous-trucking-corridor-statescoop/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/u-s-to-unveil-voluntary-self-driving-testing-data-sharing-effort/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/were-never-going-to-get-meaningful-data-on-self-driving-car-testing/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/feds-announce-new-av-initiative-to-improve-transparency-freightwaves/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter

Top URLs in Tweet in G9:
[2] http://datahacker.rs/the-moral-dilemma-of-self-driving-cars/
[2] http://www.adamewilliams.com/were-never-going-to-get-meaningful-data-on-self-driving-car-testing/
[2] https://www.theverge.com/2020/6/15/21292014/dot-nhtsa-self-driving-car-test-data-voluntary
[2] https://www.linkedin.com/company/157240
[2] https://www.aitrends.com/ai-insider/what-if-we-made-a-robot-that-could-drive-autonomously/
[1] https://paper.li/kl_ever?edition_id=c6c67e20-ad44-11ea-83ee-0cc47a0d15fd
[1] https://twitter.com/i/web/status/1271709090427928577
[1] https://twitter.com/i/web/status/1271759281050787840
[1] https://twitter.com/JeroenBartelse/status/1272117704066039808
[1] https://www.traffictechnologytoday.com/news/autonomous-vehicles/feature-how-can-we-make-cavs-drive-like-humans.html

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1273951361978286080
[1] https://www.youtube.com/channel/UCLGGmIWc3Ia1jhKBNUsbBjg/
[1] https://www.visualcapitalist.com/tesla-is-now-the-worlds-most-valuable-automaker/
[1] https://twitter.com/abc7marccr/status/1274346979875647494
[1] https://apnews.com/de78208122f116d05b170e10627f9e7d
[1] https://techview4u.com/everything-you-should-know-about-self-driving-car/
[1] https://twitter.com/i/web/status/1273721945104814081

Top Domains
Top Domains in Tweet in Entire Graph:
[350] twitter.com
[218] iammarketingmedia.com
[126] selfdrivingcars360.com
[88] youtube.com
[77] nodexlgraphgallery.org
[66] forbes.com
[37] venturebeat.com
[29] theverge.com
[25] hdmotori.it
[21] pwc.com

Top Domains in Tweet in G1:
[28] twitter.com
[19] forbes.com
[18] usmsystems.com
[18] aevrobotics.com
[15] pwc.com
[4] visualcapitalist.com
[4] aitrends.com
[3] disq.us
[3] selfdrivingcars360.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[117] twitter.com
[79] iammarketingmedia.com
[63] nodexlgraphgallery.org
[25] theverge.com
[24] hdmotori.it
[22] forbes.com
[22] venturebeat.com
[18] aci.it
[15] selfdrivingcars360.com
[13] linkedin.com

Top Domains in Tweet in G3:
[6] venturebeat.com
[5] twitter.com
[3] forbes.com
[2] techcrunch.com
[2] mcknightsseniorliving.com
[1] nodexlgraphgallery.org
[1] bizjournals.com
[1] post-gazette.com
[1] theverge.com
[1] houstonchronicle.com

Top Domains in Tweet in G4:
[19] twitter.com
[6] nodexlgraphgallery.org
[2] aevrobotics.com
[1] venturebeat.com
[1] pwc.com
[1] forbes.com
[1] usmsystems.com
[1] repubblica.it

Top Domains in Tweet in G5:
[17] forbes.com
[7] twitter.com
[2] venturebeat.com
[2] abacusnews.com
[2] scl.org
[1] techcrunch.com
[1] aitrends.com
[1] youtube.com
[1] ansa.it
[1] analyticsindiamag.com

Top Domains in Tweet in G6:
[108] selfdrivingcars360.com
[50] twitter.com
[3] foxbusiness.com
[2] forbes.com
[2] apnews.com
[2] arstechnica.com
[2] cnn.com
[2] aitrends.com
[2] economist.com
[2] speedlux.com

Top Domains in Tweet in G7:
[68] youtube.com
[2] venturebeat.com
[2] twitter.com
[2] allaboutselfdriving.com
[1] tu-auto.com
[1] hdmotori.it
[1] greencarcongress.com
[1] nodexlgraphgallery.org
[1] roboticsandautomationnews.com
[1] tomshw.it

Top Domains in Tweet in G8:
[138] iammarketingmedia.com
[64] twitter.com
[3] researchandmarkets.com
[1] com.au
[1] trucks.com
[1] tweetedtimes.com

Top Domains in Tweet in G9:
[27] twitter.com
[6] linkedin.com
[2] datahacker.rs
[2] economist.com
[2] adamewilliams.com
[2] theverge.com
[2] aitrends.com
[2] pioneeringminds.com
[1] paper.li
[1] traffictechnologytoday.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] youtube.com
[1] visualcapitalist.com
[1] apnews.com
[1] techview4u.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2722] selfdrivingcars
[1923] ai
[1559] iot
[1128] machinelearning
[1065] autonomousvehicles
[807] bigdata
[698] analytics
[676] datascience
[499] robotics
[491] cybersecurity



Top Hashtags in Tweet in G1:
[658] selfdrivingcars
[395] ai
[339] autonomousvehicles
[311] iot
[208] 5g
[162] machinelearning
[143] china
[82] emergingtech
[81] ar
[76] robotics

Top Hashtags in Tweet in G2:
[983] ai
[914] selfdrivingcars
[886] iot
[715] bigdata
[714] machinelearning
[617] analytics
[601] datascience
[420] cybersecurity
[353] deeplearning
[324] robotics

Top Hashtags in Tweet in G3:
[73] selfdrivingcars
[34] ai
[22] autonomous
[20] autonomousvehicles
[17] selfdriving
[17] history
[16] driverlesscars
[15] china
[15] iot
[10] driverless

Top Hashtags in Tweet in G4:
[166] selfdrivingcars
[83] ai
[76] autonomousvehicles
[67] electric
[63] fintech
[58] transportation
[51] autonomous
[35] rv
[34] iot
[32] emobility

Top Hashtags in Tweet in G5:
[179] selfdrivingcars
[169] ai
[122] machinelearning
[78] iot
[60] blockchain
[57] 3dprinting
[54] lidar
[38] autonomousvehicles
[16] 5g
[15] autonomousdriving

Top Hashtags in Tweet in G6:
[215] selfdrivingcars
[126] autonomousvehicles
[111] driverlesscars
[111] autonomouscars
[108] selfdriving
[106] cars
[101] driverless
[100] automotive
[41] robocars
[38] transport

Top Hashtags in Tweet in G7:
[103] cvpr2020
[63] selfdrivingcars
[33] selfdriving
[25] ai
[24] iot
[11] machinelearning
[9] analytics
[9] autonomousvehicles
[8] bigdata
[7] blockchain

Top Hashtags in Tweet in G8:
[259] selfdrivingcars
[190] iot
[189] ai
[152] blockchain
[108] autonomousvehicles
[106] 3dprint
[106] mobile
[106] internet
[102] drones
[99] future

Top Hashtags in Tweet in G9:
[68] selfdrivingcars
[13] autonomousvehicles
[8] ai
[6] selfdriving
[5] cars
[4] tech
[4] artificialintelligence
[3] technology
[3] autonomouscars
[3] nvidia

Top Hashtags in Tweet in G10:
[25] autonomousvehicles
[23] automation
[23] autonomos
[23] robotics
[23] vehicles
[23] future
[11] selfdrivingcars
[4] covid19
[2] tesla
[2] automaker

Top Words
Top Words in Tweet in Entire Graph:
[2722] #selfdrivingcars
[1923] #ai
[1559] #iot
[1128] #machinelearning
[1065] #autonomousvehicles
[891] driving
[807] #bigdata
[724] pinakilaskar
[714] self
[698] #analytics

Top Words in Tweet in G1:
[658] #selfdrivingcars
[395] #ai
[390] haroldsinnott
[339] #autonomousvehicles
[311] #iot
[310] mikequindazzi
[265] gt
[208] #5g
[162] #machinelearning
[146] intelligent

Top Words in Tweet in G2:
[983] #ai
[914] #selfdrivingcars
[886] #iot
[715] #bigdata
[714] #machinelearning
[625] pinakilaskar
[617] #analytics
[601] #datascience
[420] #cybersecurity
[353] #deeplearning

Top Words in Tweet in G3:
[295] jeroenbartelse
[233] driving
[198] self
[105] around
[95] smart
[94] china
[92] launches
[92] first
[92] hydrogen
[92] powered

Top Words in Tweet in G4:
[190] enricomolinari
[166] #selfdrivingcars
[122] ty
[83] #ai
[78] intengineering
[76] #autonomousvehicles
[67] #electric
[63] #fintech
[62] volvotrucks
[59] ronald_vanloon

Top Words in Tweet in G5:
[179] #selfdrivingcars
[169] #ai
[122] #machinelearning
[113] jblefevre60
[109] tesla
[78] #iot
[62] spirosmargaris
[60] #blockchain
[57] #3dprinting
[54] road

Top Words in Tweet in G6:
[215] #selfdrivingcars
[130] read
[126] #autonomousvehicles
[111] #driverlesscars
[111] #autonomouscars
[109] #selfdriving
[106] #cars
[102] news
[101] #driverless
[100] #automotive

Top Words in Tweet in G7:
[126] raquelurtasun
[103] #cvpr2020
[68] keynotes
[67] uploaded
[67] workshop
[67] youtube
[67] channel
[67] 6h
[66] conten
[63] #selfdrivingcars

Top Words in Tweet in G8:
[259] #selfdrivingcars
[190] #iot
[189] #ai
[158] more
[154] read
[152] #blockchain
[129] next
[129] decade
[111] 15
[108] #autonomousvehicles

Top Words in Tweet in G9:
[68] #selfdrivingcars
[23] driving
[17] self
[13] #autonomousvehicles
[10] car
[10] cars
[9] vehicles
[8] #ai
[6] #selfdriving
[6] autonomous

Top Words in Tweet in G10:
[25] #autonomousvehicles
[24] self
[24] driving
[23] everything
[23] know
[23] car
[23] #automation
[23] #autonomos
[23] #robotics
[23] #vehicles

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[681] self,driving
[587] #ai,#iot
[541] #analytics,#datascience
[471] #datascience,#cybersecurity
[401] gt,gt
[396] #iot,#bigdata
[391] #ai,#machinelearning
[360] #cybersecurity,#deeplearning
[335] #bigdata,#analytics
[331] #machinelearning,#iot

Top Word Pairs in Tweet in G1:
[188] #selfdrivingcars,#autonomousvehicles
[161] gt,gt
[152] mikequindazzi,#ai
[146] intelligent,highway
[142] #china,complete
[142] complete,1st
[142] 1st,intelligent
[142] highway,#selfdrivingcars
[141] #autonomousvehicles,2022
[138] #ai,#iot

Top Word Pairs in Tweet in G2:
[477] #analytics,#datascience
[418] #datascience,#cybersecurity
[349] #iot,#bigdata
[317] #cybersecurity,#deeplearning
[296] #ai,#iot
[295] #bigdata,#analytics
[220] #selfdrivingcars,#ai
[218] #bigdata,#machinelearning
[211] #machinelearning,#analytics
[184] #deeplearning,#artificialintelligence

Top Word Pairs in Tweet in G3:
[195] self,driving
[104] jeroenbartelse,self
[92] china,launches
[92] launches,first
[92] first,hydrogen
[92] hydrogen,powered
[92] powered,5g
[92] 5g,smart
[92] smart,tractor
[92] tractor,remotely

Top Word Pairs in Tweet in G4:
[49] volvo's,vera
[49] vera,#autonomous
[49] #autonomous,electric
[49] electric,vehicle
[49] vehicle,#transportation
[49] #transportation,goods
[48] goods,intengineering
[48] ronald_vanloon,volvo's
[47] intengineering,volvotrucks
[43] ty,digitaltrends

Top Word Pairs in Tweet in G5:
[113] #ai,#machinelearning
[58] #iot,#blockchain
[56] #machinelearning,#iot
[55] #blockchain,#3dprinting
[55] #3dprinting,#selfdrivingcars
[53] here's,tesla
[53] tesla,autopilot
[53] autopilot,sees
[53] sees,road
[53] road,#ai

Top Word Pairs in Tweet in G6:
[108] #driverlesscars,#autonomouscars
[106] #autonomouscars,#autonomousvehicles
[102] #selfdrivingcars,news
[100] #selfdriving,#driverless
[99] #cars,#automotive
[83] #autonomousvehicles,#selfdriving
[79] self,driving
[68] read,add
[60] add,#selfdrivingcars
[59] #selfdrivingcars,#driverlesscars

Top Word Pairs in Tweet in G7:
[67] uploaded,#cvpr2020
[67] #cvpr2020,workshop
[67] workshop,keynotes
[67] keynotes,youtube
[67] youtube,channel
[67] channel,6h
[66] raquelurtasun,uploaded
[66] 6h,conten
[32] check,#cvpr2020
[29] #cvpr2020,11am

Top Word Pairs in Tweet in G8:
[153] read,more
[135] #iot,#blockchain
[129] next,decade
[129] decade,#ai
[115] #ai,#iot
[106] #blockchain,#3dprint
[106] #3dprint,#mobile
[106] #mobile,#selfdrivingcars
[106] #selfdrivingcars,#internet
[100] more,#autonomousvehicles

Top Word Pairs in Tweet in G9:
[17] self,driving
[7] driving,car
[6] driving,cars
[6] #selfdrivingcars,#autonomousvehicles
[4] meaningful,data
[4] #autonomousvehicles,#selfdrivingcars
[3] #ai,#selfdrivingcars
[3] driverless,vehicles
[3] driving,vehicles
[3] autonomous,vehicles

Top Word Pairs in Tweet in G10:
[24] self,driving
[23] everything,know
[23] know,self
[23] driving,car
[23] car,#automation
[23] #automation,#autonomousvehicles
[23] #autonomousvehicles,#autonomos
[23] #autonomos,#robotics
[23] #robotics,#vehicles
[23] #vehicles,#future

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@kylehermann2
@bosch
@jrorjp
@tesla
@franke_fdp
@mercedesbenz
@noeliastmarta
@willylarosa
@mario_guermandi

Top Replied-To in G1:
@jrorjp
@jamilahmed_16
@p_cnair
@rzedowska
@kanana_ezra
@frankyitit
@mario_guermandi
@willylarosa
@noeliastmarta
@mobileye

Top Replied-To in G2:
@kylehermann2
@rajantcorp
@tesla
@franke_fdp
@boschglobal
@nxp

Top Replied-To in G4:
@elonmusk
@palomastovall

Top Replied-To in G6:
@bosch
@mercedesbenz

Top Replied-To in G7:
@raquelurtasun

Top Replied-To in G8:
@ronald_vanloon

Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@jeroenbartelse
@haroldsinnott
@mikequindazzi
@fisheyebox
@enricomolinari
@jblefevre60
@guidaautonoma
@xhnews

Top Mentioned in G1:
@haroldsinnott
@mikequindazzi
@xhnews
@jeroenbartelse
@mvollmer1
@jblefevre60
@geoworldmedia
@shicooks
@ipfconline1

Top Mentioned in G2:
@pinakilaskar
@fisheyebox
@guidaautonoma
@mikequindazzi
@jeroenbartelse
@iam__network
@enricomolinari
@haroldsinnott
@selfdriving360
@robotconsumer

Top Mentioned in G3:
@jeroenbartelse
@businessinside
@ponyai_tech
@mvollmer1
@spirosmargaris
@futurism
@co
@xhnews
@haroldsinnott
@paula_piccard

Top Mentioned in G4:
@enricomolinari
@intengineering
@volvotrucks
@ronald_vanloon
@digitaltrends
@mikequindazzi
@insideevs
@haroldsinnott
@alvinfoo
@jeroenbartelse

Top Mentioned in G5:
@jblefevre60
@spirosmargaris
@tesla
@haro
@haroldsinnott
@jeroenbartelse
@lanceeliot
@mikequindazzi
@shicooks
@xhnews

Top Mentioned in G6:
@selfdriving360
@mashable
@jeroenbartelse
@nvidiadrive
@enricomolinari
@volvocars
@pawlowskimario
@zoox
@quicktake
@theeconomist

Top Mentioned in G7:
@raquelurtasun
@uberatg
@uoft
@uber
@vectorinst
@guidaautonoma
@pinakilaskar
@mikequindazzi
@haroldsinnott
@enricomolinari

Top Mentioned in G8:
@pinakilaskar
@jamilahmed_16
@thomas_harrer
@themegatrends
@iam__network
@fisheyebox
@jblefevre60
@businessinsider
@wef
@ronald_vanloon

Top Mentioned in G9:
@davorjord
@phovestad
@trafficsafety4u
@bamitav

Top Mentioned in G10:
@tview4u
@christiaanhtznr
@daimler
@bmwgroup
@ap
@tkrisher
@ap_joan_lowy
@mrscottkingsley
@nvidia
@jeroenbartelse

Top Tweeters
Top Tweeters in Entire Graph:
@informacija
@sectest9
@arkangelscrap
@clairebotai
@indiegametrends
@chidambara09
@evankirstel
@cybersec_feeds
@aaroncuddeback
@lorimoreno

Top Tweeters in G1:
@santchiweb
@reuters
@marshacollier
@andrewmorrisuk
@trippbraden
@nicochan33
@nancyrubin
@akwyz
@marting8177
@vivmilano

Top Tweeters in G2:
@informacija
@sectest9
@clairebotai
@chidambara09
@aaroncuddeback
@josefer38693523
@femtech_
@fintechna
@taieb_bot
@xaelbot

Top Tweeters in G3:
@viriyabot
@lelkan
@jjhuqpwjakk7cpr
@pittsburghpg
@stuartsimon
@radovanstojano3
@jrobertson
@savvytroll
@shujatch
@javierspanic

Top Tweeters in G4:
@arkangelscrap
@lorimoreno
@cberrl
@swissbusiness
@tomflowers
@sufiy
@ele9061
@sharerussharing
@gezgintrk
@glaciarblue

Top Tweeters in G5:
@itknowingness
@kulganofcrydee
@eutopean
@spirosmargaris
@ainarsbr11
@jblefevre60
@topcybernews
@digitalogi
@artkeiter
@mosherhartley

Top Tweeters in G6:
@indiegametrends
@ottlegalrebels
@business
@calcaware
@mashable
@cnbc
@rt_com
@cnn
@dataaugmented
@theeconomist

Top Tweeters in G7:
@websecurityit
@ayirpelle
@igorcarron
@ceobillionaire
@montreal_ai
@farouqzaib
@mzahran001
@jackclarksf
@uber
@assistedevolve

Top Tweeters in G8:
@cybersec_feeds
@iam__network
@businessinsider
@bot_innovation
@markmichdomnic
@fullnam35087976
@jesirok
@ml_tweet_bot
@jeffreyawillia4
@apollineadiju

Top Tweeters in G9:
@bamitav
@mypalsammy
@profdmcinnes
@datapronetwork
@rzembo
@peterjmsimons
@automoblog
@kingkut2979
@billho888
@qs2point

Top Tweeters in G10:
@amazingchevvolt
@ap
@hiltonholloway
@polypolilive
@davidshepardson
@jpr007
@crowstu
@iot_automotive
@drivingmzstacey
@coronaworldstat


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