#selfdrivingcars, Twitter, 5/7/2020 4:02:38 PM, 226308


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#selfdrivingcars_2020-05-06_05-34-42.xlsx
#selfdrivingcars_2020-05-06_05-34-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 07, 2020
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/2A8wkMZ
@mikequindazzi
@robotconsumer
@jeroenbartelse
@enricomolinari
@haroldsinnott
@guidaautonoma
@jblefevre60
@selfdriving360
@ronald_vanloon
@spirosmargaris

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

Description:
Description
The graph represents a network of 2,201 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, 06 May 2020 at 12:36 UTC.

The requested start date was Wednesday, 06 May 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 13-day, 20-hour, 42-minute period from Wednesday, 22 April 2020 at 00:13 UTC to Tuesday, 05 May 2020 at 20:56 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 : 2201
Unique Edges : 4283
Edges With Duplicates : 10429
Total Edges : 14712
Number of Edge Types : 5
MentionsInRetweet : 8943
Mentions : 1032
Retweet : 3975
Tweet : 747
Replies to : 15
Self-Loops : 844
Reciprocated Vertex Pair Ratio : 0.0152789458929072
Reciprocated Edge Ratio : 0.0300980256799669
Connected Components : 138
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 1966
Maximum Edges in a Connected Component : 14392
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.154472
Graph Density : 0.00149580769071909
Modularity : 0.297891
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 2,201 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, 06 May 2020 at 12:36 UTC.

The requested start date was Wednesday, 06 May 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 13-day, 20-hour, 42-minute period from Wednesday, 22 April 2020 at 00:13 UTC to Tuesday, 05 May 2020 at 20:56 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:
[133] https://www.selfdrivingcars360.com/
[104] https://siamagazin.com/linux-multifunctional-capsule-concept-vehicle-for-sky-land-and-water/
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225837
[25] https://www.forbes.com/sites/lanceeliot/2020/05/02/ai-might-trick-us-by-pretending-to-be-dimwitted-including-for-self-driving-cars/#1346bc4a6295
[14] http://emag.directindustry.com/fake-cities-help-automakers-refine-driverless-car-technology/
[14] https://www.analyticsinsight.net/big-techs-leading-way-self-driving-car/
[13] http://news.mit.edu/2019/human-reasoning-ai-driverless-car-navigation-0523
[12] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225476
[12] https://www.embedded-computing.com/news-releases/the-industrial-internet-consortium-and-automotive-edge-computing-consortium-announce-liaison-partnership
[10] http://disq.us/t/3n0n0kd

Top URLs in Tweet in G1:
[123] https://www.selfdrivingcars360.com/
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225837
[10] https://siamagazin.com/linux-multifunctional-capsule-concept-vehicle-for-sky-land-and-water/
[10] https://www.analyticsinsight.net/big-techs-leading-way-self-driving-car/
[9] https://www.embedded-computing.com/news-releases/the-industrial-internet-consortium-and-automotive-edge-computing-consortium-announce-liaison-partnership
[8] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225476
[7] https://www.clubalfa.it/154477-batteria-al-solfuro-di-litio-brighsun-new-energy-auto-elettriche?utm_source=rss&utm_medium=rss&utm_campaign=batteria-al-solfuro-di-litio-brighsun-new-energy-auto-elettriche
[6] https://windsorstar.com/news/local-news/province-selects-university-of-windsor-for-autonomous-vehicle-study/wcm/518deac0-4767-4c41-8d9b-186025c7fa8e/amp/
[6] https://www.everestgrp.com/2019-12-evolution-of-communication-network-standards-and-their-implications-market-insights-52167.html/
[6] https://venturebeat.com/2020/05/04/data-storage-and-ai-are-driving-the-evolution-of-autonomous-cars/

Top URLs in Tweet in G2:
[14] https://siamagazin.com/linux-multifunctional-capsule-concept-vehicle-for-sky-land-and-water/
[11] https://www.forbes.com/sites/lanceeliot/2020/05/02/ai-might-trick-us-by-pretending-to-be-dimwitted-including-for-self-driving-cars/#1346bc4a6295
[7] http://disq.us/t/3n0n0kd
[6] https://www.selfdrivingcars360.com/
[5] https://www.aitrends.com/ai-insider/complexities-of-driving-controls-and-ai-autonomous-cars/
[4] https://spectrum.ieee.org/transportation/self-driving/surprise-2020-is-not-the-year-for-selfdriving-cars
[3] http://news.mit.edu/2019/human-reasoning-ai-driverless-car-navigation-0523
[3] https://www.embedded-computing.com/news-releases/the-industrial-internet-consortium-and-automotive-edge-computing-consortium-announce-liaison-partnership
[3] https://www.forbes.com/sites/lanceeliot/2020/05/02/ai-might-trick-us-by-pretending-to-be-dimwitted-including-for-self-driving-cars/?utm_content=buffer85c40&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#1a997c186295
[2] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225476

Top URLs in Tweet in G3:
[12] https://siamagazin.com/linux-multifunctional-capsule-concept-vehicle-for-sky-land-and-water/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225837
[5] https://searchaws.techtarget.com/feature/Amazon-moves-into-autonomous-vehicle-market
[5] https://www.raconteur.net/technology/5g-security
[4] https://www.forbes.com/sites/rahulrazdan/2020/05/02/is-automotive-cybersecurity-a-national-defense-issue-/
[3] https://www.explica.co/the-windshield-of-the-future-will-be-a-large-multimedia-screen/
[2] https://www.thethings.com/the-best-cars-with-self-driving-features-for-2020/
[2] https://www.forbes.com/sites/lanceeliot/2020/05/02/ai-might-trick-us-by-pretending-to-be-dimwitted-including-for-self-driving-cars/#1346bc4a6295
[2] https://twitter.com/RustySowers/status/1256973958907416579
[1] https://twitter.com/i/web/status/1253205295456632833

Top URLs in Tweet in G4:
[3] https://www.forbes.com/sites/lanceeliot/2020/05/02/ai-might-trick-us-by-pretending-to-be-dimwitted-including-for-self-driving-cars/#1346bc4a6295
[3] https://siamagazin.com/linux-multifunctional-capsule-concept-vehicle-for-sky-land-and-water/
[2] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[2] https://www.analyticsinsight.net/big-techs-leading-way-self-driving-car/
[1] https://twitter.com/i/web/status/1253357962938236928
[1] http://tweetedtimes.com/v/13623
[1] https://twitter.com/i/web/status/1253658847002210304
[1] https://twitter.com/i/web/status/1253519297672069120
[1] https://twitter.com/i/web/status/1248536563061047296
[1] https://www.ericsson.com/en/mobility-report

Top URLs in Tweet in G5:
[62] https://siamagazin.com/linux-multifunctional-capsule-concept-vehicle-for-sky-land-and-water/
[8] http://emag.directindustry.com/fake-cities-help-automakers-refine-driverless-car-technology/
[4] https://www.scmp.com/tech/apps-social/article/3081625/autox-alibabas-autonavi-roll-out-robotaxis-shanghais-ride-hailing
[4] https://www.forbes.com/sites/lanceeliot/2020/05/02/ai-might-trick-us-by-pretending-to-be-dimwitted-including-for-self-driving-cars/#1346bc4a6295
[4] https://www.forbes.com/sites/stephenrice1/2020/05/04/while-covid-19-batters-the-airlines-driverless-car-technology-marches-on/
[3] https://hbr.org/2020/05/harnessing-artificial-intelligence
[3] https://thenextweb.com/shift/2020/04/24/americans-dont-get-electric-vehicles-self-driving-tech-not-their-fault/
[3] https://www.engadget.com/ford-delays-self-driving-taxis-to-2022-231030762.html
[3] https://www.digitaltrends.com/cars/ford-releases-self-driving-car-data-to-researchers/
[2] https://www.driving.co.uk/news/autonomous-car-company-launches-delivery-service-california/

Top URLs in Tweet in G6:
[4] https://www.houstonchronicle.com/news/article/Linking-self-driving-cars-to-traffic-signals-15215054.php
[3] https://insights.globalspec.com/article/14083/chinese-self-driving-truck-startup-raises-100-million
[3] https://siamagazin.com/linux-multifunctional-capsule-concept-vehicle-for-sky-land-and-water/
[1] https://twitter.com/i/web/status/1255157213741473793
[1] https://twitter.com/i/web/status/1252442918905958400
[1] https://twitter.com/i/web/status/1252672521012469767
[1] https://twitter.com/i/web/status/1252166356541353984
[1] https://twitter.com/i/web/status/1254846743889555458
[1] https://readyforsocial.com/80cc6ba48f85
[1] https://twitter.com/i/web/status/1255678309616287746

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=lYxCOjIXFOA&feature=youtu.be

[2] https://medium.com/predict/self-driving-cars-road-into-the-future-7e2c77a7b2f1
[2] http://theherdlocker.com/tweet/popularity/selfDrivingCars
[1] https://twitter.com/i/web/status/1252791533289390080
[1] https://twitter.com/i/web/status/1252793522446467073
[1] https://twitter.com/i/web/status/1252887940067442688
[1] https://twitter.com/i/web/status/1252887776061804546
[1] https://twitter.com/i/web/status/1252941349617373184
[1] https://paper.li/DigitalLON/1330258968?edition_id=f9129290-849c-11ea-bd2a-0cc47a0d164b
[1] https://www.linkedin.com/slink?code=eB7Hgre

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1256283606189817857
[1] https://twitter.com/i/web/status/1256404376329031680
[1] https://twitter.com/i/web/status/1255889704236584962
[1] https://twitter.com/i/web/status/1253020957230448640
[1] https://cleantechnica.com/2020/04/24/tesla-achieved-the-accuracy-of-lidar-with-its-advanced-computer-vision-tech/
[1] https://www.analyticsinsight.net/top-10-autonomous-delivery-robots-coming-soon-neighborhood/
[1] https://twitter.com/i/web/status/1253100022868017154
[1] https://www.carscoops.com/2020/04/shanghai-will-soon-have-a-fully-autonomous-tram-developed-by-russian-chinese-venture/

Top URLs in Tweet in G9:
[4] https://twitter.com/selfdriving360
[4] https://blog.iammarketingmedia.com/chinese-self-driving-truck-startup-inceptio-raises-100-mln-sources/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://twitter.com/MikeQuindazzi
[3] https://www.selfdrivingcars360.com/
[3] https://blog.iammarketingmedia.com/tesla-and-owners-go-reckless-again-with-new-automated-driving-feature/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://blog.iammarketingmedia.com/autox-alibabas-autonavi-roll-out-robotaxis-in-shanghais-ride-hailing-market/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://blog.iammarketingmedia.com/how-big-techs-are-leading-their-way-in-self-driving-car/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://arxiv.org/abs/1911.08044
[2] https://twitter.com/pradeeprao_
[2] https://blog.iammarketingmedia.com/einride-demos-a-single-teleoperator-taking-control-of-multiple-autonomous-trucks/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter

Top URLs in Tweet in G10:
[2] https://techreport.com/blog/3469802/6-areas-where-ai-is-making-waves/
[1] https://twitter.com/i/web/status/1252997686711681026
[1] https://siliconangle.com/2020/04/09/intel-georgia-tech-join-darpa-program-thwart-attacks-machine-learning/
[1] https://www.jdsupra.com/legalnews/the-eu-white-paper-on-artificial-18256/
[1] https://twitter.com/i/web/status/1252278435818475520

Top Domains
Top Domains in Tweet in Entire Graph:
[723] twitter.com
[166] selfdrivingcars360.com
[129] iammarketingmedia.com
[104] siamagazin.com
[90] forbes.com
[53] nodexlgraphgallery.org
[24] theverge.com
[23] aci.it
[20] youtube.com
[19] venturebeat.com

Top Domains in Tweet in G1:
[346] twitter.com
[156] selfdrivingcars360.com
[44] iammarketingmedia.com
[36] forbes.com
[36] nodexlgraphgallery.org
[22] aci.it
[19] theverge.com
[16] hdmotori.it
[15] venturebeat.com
[13] analyticsinsight.net

Top Domains in Tweet in G2:
[35] twitter.com
[23] forbes.com
[14] siamagazin.com
[7] aitrends.com
[7] disq.us
[6] nodexlgraphgallery.org
[6] selfdrivingcars360.com
[5] tweetedtimes.com
[4] ieee.org
[3] mit.edu

Top Domains in Tweet in G3:
[35] twitter.com
[12] siamagazin.com
[8] forbes.com
[7] nodexlgraphgallery.org
[5] techtarget.com
[5] raconteur.net
[3] explica.co
[2] thethings.com
[1] businessinsider.com
[1] everestgrp.com

Top Domains in Tweet in G4:
[27] twitter.com
[3] forbes.com
[3] siamagazin.com
[2] holoniq.com
[2] analyticsinsight.net
[1] tweetedtimes.com
[1] ericsson.com
[1] nvidia.com
[1] mit.edu
[1] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[62] siamagazin.com
[25] twitter.com
[16] forbes.com
[8] directindustry.com
[4] scmp.com
[3] hbr.org
[3] thenextweb.com
[3] nodexlgraphgallery.org
[3] engadget.com
[3] digitaltrends.com

Top Domains in Tweet in G6:
[18] twitter.com
[4] globalspec.com
[4] houstonchronicle.com
[3] siamagazin.com
[1] readyforsocial.com
[1] goodreads.com
[1] paper.li
[1] thinkpalm.com

Top Domains in Tweet in G7:
[52] twitter.com
[4] paper.li
[4] linkedin.com
[4] youtube.com
[2] inverse.com
[2] medium.com
[2] theherdlocker.com
[2] einfochips.com
[1] createbytes.com
[1] ieee.org

Top Domains in Tweet in G8:
[5] twitter.com
[1] cleantechnica.com
[1] analyticsinsight.net
[1] carscoops.com

Top Domains in Tweet in G9:
[104] twitter.com
[85] iammarketingmedia.com
[3] selfdrivingcars360.com
[3] arxiv.org
[2] analyticsinsight.net
[2] pymnts.com
[1] forbes.com
[1] aci.it
[1] ilpost.it
[1] freightwaves.com

Top Domains in Tweet in G10:
[2] twitter.com
[2] techreport.com
[1] siliconangle.com
[1] jdsupra.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2784] selfdrivingcars
[1739] ai
[1128] iot
[821] 5g
[766] autonomousvehicles
[625] robotics
[584] machinelearning
[557] ar
[555] emergingtech
[409] selfdriving



Top Hashtags in Tweet in G1:
[1128] selfdrivingcars
[648] ai
[443] autonomousvehicles
[441] iot
[336] 5g
[297] selfdriving
[273] driverless
[232] ar
[222] driverlesscars
[220] technology

Top Hashtags in Tweet in G2:
[606] selfdrivingcars
[564] ai
[396] machinelearning
[327] robotics
[185] iot
[94] 5g
[71] autonomousvehicles
[46] tech
[41] ar
[40] emergingtech

Top Hashtags in Tweet in G3:
[212] selfdrivingcars
[149] ai
[74] autonomousvehicles
[69] iot
[64] 5g
[58] tech
[57] innovation
[45] mobility
[36] robots
[36] autonomous

Top Hashtags in Tweet in G4:
[250] 5g
[230] ar
[228] emergingtech
[227] selfdrivingcars
[221] iot
[87] ai
[80] socialdistancing
[79] covid19
[33] technology
[26] infographic

Top Hashtags in Tweet in G5:
[71] selfdrivingcars
[34] iot
[33] 5g
[30] ai
[16] driverlesscars
[16] emergingtech
[16] ar
[16] robotics
[15] selfdriving
[14] autonomous

Top Hashtags in Tweet in G6:
[200] selfdrivingcars
[150] ai
[124] iot
[63] datacenter
[39] smartcities
[29] automotive
[22] ml
[22] machinelearning
[21] industry40
[21] robotics

Top Hashtags in Tweet in G7:
[71] selfdrivingcars
[14] autonomousvehicles
[9] ai
[6] robotics
[6] 5g
[6] tesla
[5] technology
[4] innovation
[4] driverlesscars
[3] autonomous

Top Hashtags in Tweet in G8:
[37] selfdrivingcars
[36] ai
[28] iot
[25] autonomousvehicles
[25] emergingtech
[21] 5g
[19] shuttle
[19] robotic
[19] digitaltransformation
[18] robotics

Top Hashtags in Tweet in G9:
[78] selfdrivingcars
[63] autonomousvehicles
[36] selfdriving
[36] cars
[35] autopilot
[34] drones
[31] cities
[31] future
[31] selfdrivingairplanes
[31] selfdrivingtrucks

Top Hashtags in Tweet in G10:
[13] ai
[12] selfdrivingcars
[11] machinelearning
[8] robots
[8] deeplearning
[5] iot
[5] autonomousvehicles
[3] artificialintelligence
[2] healthtech
[2] robotics

Top Words
Top Words in Tweet in Entire Graph:
[2618] Words in Sentiment List#1: Positive
[1325] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[84658] Non-categorized Words
[88601] Total Words
[2787] #selfdrivingcars
[2218] gt
[1739] #ai
[1316] mikequindazzi
[1128] #iot

Top Words in Tweet in G1:
[1131] #selfdrivingcars
[787] gt
[648] #ai
[528] mikequindazzi
[446] #autonomousvehicles
[441] #iot
[431] driving
[398] read
[336] #5g
[323] guidaautonoma

Top Words in Tweet in G2:
[606] #selfdrivingcars
[564] #ai
[396] #machinelearning
[373] spirosmargaris
[370] jblefevre60
[327] #robotics
[297] haroldsinnott
[261] gt
[220] gvalan
[218] future

Top Words in Tweet in G3:
[212] #selfdrivingcars
[176] enricomolinari
[149] #ai
[130] car
[110] mvollmer1
[100] ty
[83] fabriziobustama
[74] #autonomousvehicles
[73] gt
[71] mt

Top Words in Tweet in G4:
[609] gt
[408] mikequindazzi
[250] #5g
[230] #ar
[230] drivers
[230] see
[229] help
[228] leverages
[228] invisible
[227] #selfdrivingcars

Top Words in Tweet in G5:
[193] jeroenbartelse
[129] concept
[96] driving
[92] self
[71] #selfdrivingcars
[66] #
[65] vehicle
[64] interesting
[63] linux
[63] multifunctional

Top Words in Tweet in G6:
[384] gt
[200] #selfdrivingcars
[150] #ai
[127] mikequindazzi
[124] #iot
[100] ronald_vanloon
[71] seeker
[63] simulators
[63] testing
[63] safety

Top Words in Tweet in G7:
[71] #selfdrivingcars
[30] driving
[23] self
[14] #autonomousvehicles
[11] cars
[11] car
[10] autonomous
[9] #ai
[6] #robotics
[6] #5g

Top Words in Tweet in G8:
[37] #selfdrivingcars
[36] #ai
[34] pradeeprao_
[28] #iot
[28] beep
[25] #autonomousvehicles
[25] #emergingtech
[23] see
[21] #5g
[19] autonomous

Top Words in Tweet in G9:
[127] read
[120] more
[84] autonomous
[78] #selfdrivingcars
[63] #autonomousvehicles
[60] driving
[37] vehicles
[36] #selfdriving
[36] #cars
[35] #autopilot

Top Words in Tweet in G10:
[38] gt
[13] #ai
[12] #selfdrivingcars
[11] #machinelearning
[10] mikequindazzi
[8] ways
[8] tackling
[8] world's
[8] biggest
[8] problems

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1420] gt,gt
[561] self,driving
[553] #ai,#iot
[552] #iot,#5g
[535] leverages,#ar
[535] #ar,help
[535] help,drivers
[535] drivers,see
[535] see,invisible
[523] #selfdrivingcars,#ai

Top Word Pairs in Tweet in G1:
[494] gt,gt
[336] #selfdrivingcars,#ai
[309] #ai,#iot
[286] read,#selfdrivingcars
[283] self,driving
[262] #selfdrivingcars,news
[249] #iot,#5g
[217] leverages,#ar
[217] #ar,help
[217] help,drivers

Top Word Pairs in Tweet in G2:
[363] #ai,#machinelearning
[299] #robotics,#selfdrivingcars
[294] #machinelearning,#robotics
[260] #selfdrivingcars,spirosmargaris
[217] spirosmargaris,haroldsinnott
[217] haroldsinnott,gvalan
[192] future,tesla
[192] tesla,truck
[192] truck,#ai
[170] gt,gt

Top Word Pairs in Tweet in G3:
[53] #selfdrivingcars,#ai
[46] gt,gt
[43] imagine,safer
[43] safer,car
[43] car,side
[43] side,view
[43] view,mirrors
[43] mirrors,mt
[43] mt,intengineering
[42] enricomolinari,goodyear

Top Word Pairs in Tweet in G4:
[393] gt,gt
[228] leverages,#ar
[228] #ar,help
[228] help,drivers
[228] drivers,see
[228] see,invisible
[208] nissan,mikequindazzi
[196] #emergingtech,leverages
[190] invisible,nissan
[160] #iot,#5g

Top Word Pairs in Tweet in G5:
[90] self,driving
[63] interesting,concept
[63] concept,linux
[63] linux,multifunctional
[63] multifunctional,capsule
[63] capsule,concept
[63] concept,vehicle
[63] vehicle,sky
[63] sky,land
[63] land,water

Top Word Pairs in Tweet in G6:
[256] gt,gt
[102] #ai,#iot
[63] simulators,testing
[63] testing,#selfdrivingcars
[63] #selfdrivingcars,safety
[63] safety,#datacenter
[63] #datacenter,gt
[63] gt,seeker
[63] mikequindazzi,gt
[62] seeker,mikequindazzi

Top Word Pairs in Tweet in G7:
[23] self,driving
[7] driving,cars
[7] #selfdrivingcars,#autonomousvehicles
[5] #autonomousvehicles,#selfdrivingcars
[4] autonomous,driving
[4] driving,car
[3] driving,vehicles
[2] study,indicates
[2] indicates,pedestrians
[2] pedestrians,trust

Top Word Pairs in Tweet in G8:
[19] autonomous,#shuttle
[19] #shuttle,concept
[19] concept,360
[19] 360,degree
[19] degree,wheels
[19] wheels,#ai
[19] #ai,#robotic
[19] #robotic,#digitaltransformation
[19] #digitaltransformation,#autonomousvehicles
[18] #iot,#5g

Top Word Pairs in Tweet in G9:
[118] read,more
[45] more,#autonomousvehicles
[35] #autonomousvehicles,#autopilot
[34] #autopilot,#cars
[32] self,driving
[31] #cars,#cities
[31] #cities,#drones
[31] #drones,#future
[31] #future,#selfdriving
[31] #selfdriving,#selfdrivingairplanes

Top Word Pairs in Tweet in G10:
[20] gt,gt
[9] mikequindazzi,gt
[8] ways,#ai
[8] #ai,tackling
[8] tackling,world's
[8] world's,biggest
[8] biggest,problems
[8] problems,gt
[8] gt,wef
[8] wef,mikequindazzi

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@haroldsinnott
@nissan
@spirosmargaris
@jblefevre60
@guidaautonoma
@jeroenbartelse
@selfdriving360
@gvalan
@enricomolinari

Top Mentioned in G1:
@mikequindazzi
@guidaautonoma
@selfdriving360
@nissan
@thomas_harrer
@antgrasso
@saeintl
@jeroenbartelse
@fisher85m
@iam__network

Top Mentioned in G2:
@spirosmargaris
@jblefevre60
@haroldsinnott
@gvalan
@rwang0
@mikequindazzi
@fabrizi
@harolds
@jeroenbartelse
@ipfconline1

Top Mentioned in G3:
@enricomolinari
@mvollmer1
@fabriziobustama
@intengineering
@julez_norton
@heinzvhoenen
@curieuxexplorer
@mikequindazzi
@pascal_bornet

Top Mentioned in G4:
@mikequindazzi
@nissan
@haroldsinnott
@nr
@thomas_harrer
@seeker
@emmaquindazzi
@jeanyvesgonin
@batoolchishti92
@kenfeltman

Top Mentioned in G5:
@jeroenbartelse
@paula_piccard
@spirosmargaris
@nissan
@mikequindazzi
@mvollmer1
@forbes
@directindustry
@guidaautonoma

Top Mentioned in G6:
@ronald_vanloon
@seeker
@mikequindazzi
@startupselfie
@en
@cheddar
@welcomeai
@jblefevre60
@engineers_feed
@elonmusk

Top Mentioned in G7:
@deller_a
@electricevette

Top Mentioned in G8:
@pradeeprao_
@evankirstel
@irmaraste
@evirahealth
@nissan
@mikequindazzi
@drajesh_ug4ph
@plasmacomp
@deeplearn007
@jbl

Top Mentioned in G9:
@iam__network
@guidaautonoma
@stanford
@davidmstavens
@udacity
@svbizjournal
@iotworldseries
@selfdriving360
@arxiv
@princeton

Top Mentioned in G10:
@mikequindazzi
@wef
@harbrimah
@kashthefuturist
@haroldsinnott
@seeker
@guidaautonoma
@efipm
@diofavatas
@enricomolinari

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@sectest9
@clairebotai
@annemariayritys
@chidambara09
@evankirstel
@deejayiwan
@cybersec_feeds
@sudeepkhatri
@ottlegalrebels

Top Tweeters in G1:
@clairebotai
@chidambara09
@thomasclone
@businessinsider
@business
@markplackett1
@reuters
@amazingchevvolt
@andrewmorrisuk
@mashable

Top Tweeters in G2:
@itknowingness
@rvp
@calcaware
@nicochan33
@shicooks
@gvalan
@rwang0
@ssxman2
@cnet
@konstantinabel3

Top Tweeters in G3:
@filafresh
@sectest9
@annemariayritys
@cybersec_feeds
@sudeepkhatri
@andyvermaut
@bot_innovation
@marshacollier
@valaafshar
@akwyz

Top Tweeters in G4:
@deejayiwan
@santchiweb
@fintechna
@trippbraden
@gezgintrk
@nahfam__
@538355
@warrenwhitlock
@wordfinga
@xzpwedvhhh37i3c

Top Tweeters in G5:
@viriyabot
@alakbseth
@mjoehlerich
@fastcompany
@forbes
@stuartsimon
@btptechsearch
@acertijo
@rickking16
@engadget

Top Tweeters in G6:
@wildeoscarcat
@ericserati68
@dirac7
@merckxcycling
@mariuskarma
@michaeldambold
@akil115
@virboy21
@juriu74l
@mary_b_68

Top Tweeters in G7:
@itrackr_fr
@wtbdavidg
@techrdv
@sladegrantham
@streamlab_za
@mypalsammy
@hsianghui
@andresvarela
@bigrampoetry
@dansar39

Top Tweeters in G8:
@evankirstel
@sharerussharing
@debraruh
@bjpsudhanrss
@olowonoonii
@meladalklimat
@digitalogi
@cl_person
@walternatez
@deserthawk09

Top Tweeters in G9:
@ottlegalrebels
@iam__network
@svbizjournal
@wiomax_cn
@wiomax_md
@uf
@princeton
@dukeu
@johnshopkins
@voyag

Top Tweeters in G10:
@dez_blanchfield
@junjudapi
@kirkdborne
@dhinchcliffe
@cloudrocio
@jolaburnett
@mahega
@johncloonan
@harbrimah
@diofavatas


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