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#selfdrivingcars_2019-11-08_11-00-46.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2019
Short Description:
#selfdrivingcars via NodeXL http://bit.ly/2pKzcLh
@mikequindazzi
@robotconsumer
@mvollmer1
@jeroenbartelse
@evankirstel
@xhnews
@nissan
@haroldsinnott
@davorjordacevic
@mik

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

Description:
Description
The graph represents a network of 2,411 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, 08 November 2019 at 19:02 UTC.

The requested start date was Wednesday, 06 November 2019 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 8-day, 15-hour, 53-minute period from Monday, 28 October 2019 at 09:06 UTC to Wednesday, 06 November 2019 at 01:00 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 : 2411
Unique Edges : 6436
Edges With Duplicates : 3237
Total Edges : 9673
Number of Edge Types : 3
Mentions : 8995
Tweet : 653
Replies to : 25
Self-Loops : 653
Reciprocated Vertex Pair Ratio : 0.00928306198229077
Reciprocated Edge Ratio : 0.0183953587094948
Connected Components : 127
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 2206
Maximum Edges in a Connected Component : 9440
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.166666
Graph Density : 0.00121624435720789
Modularity : 0.430718
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,411 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, 08 November 2019 at 19:02 UTC.

The requested start date was Wednesday, 06 November 2019 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 8-day, 15-hour, 53-minute period from Monday, 28 October 2019 at 09:06 UTC to Wednesday, 06 November 2019 at 01:00 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[48] http://www.xinhuanet.com/english/2019-10/31/c_138517448.htm
[43] https://gizmodo.com/mit-researchers-taught-autonomous-cars-to-see-around-co-1839420704
[42] https://www.forbes.com/sites/ilkerkoksal/2019/10/28/will-we-have-self-flying-cars-before-self-driving-cars/#3d9f7d9b7a94
[29] https://www.weforum.org/agenda/2019/10/how-should-cities-prepare-for-self-driving-cars-heres-a-roadmap/
[21] https://techcrunch.com/2019/11/01/hailing-a-driverless-ride-in-a-waymo/
[20] https://www.wired.com/story/why-are-parking-lots-so-tricky-for-self-driving-cars/
[19] https://insidebigdata.com/2019/07/30/big-data-and-the-future-of-self-driving-cars/
[18] https://www.thetimes.co.uk/article/tesla-nutonomy-waymo-and-the-future-of-cars-7h7j6rrhl
[17] https://techcrunch.com/2019/11/03/the-surprisingly-boring-road-to-self-driving-cars/
[14] https://www.forbes.com/sites/gregrogers1/2019/10/30/congress-drafts-first-sections-of-new-bipartisan-autonomous-vehicle-bill/

Top URLs in Tweet in G1:
[28] https://www.forbes.com/sites/ilkerkoksal/2019/10/28/will-we-have-self-flying-cars-before-self-driving-cars/#3d9f7d9b7a94
[27] https://gizmodo.com/mit-researchers-taught-autonomous-cars-to-see-around-co-1839420704
[27] http://www.xinhuanet.com/english/2019-10/31/c_138517448.htm
[14] https://techcrunch.com/2019/11/01/hailing-a-driverless-ride-in-a-waymo/
[12] https://www.weforum.org/agenda/2019/10/how-should-cities-prepare-for-self-driving-cars-heres-a-roadmap/
[12] https://insidebigdata.com/2019/07/30/big-data-and-the-future-of-self-driving-cars/
[10] https://techcrunch.com/2019/11/03/the-surprisingly-boring-road-to-self-driving-cars/
[10] https://www.forbes.com/sites/gregrogers1/2019/10/30/congress-drafts-first-sections-of-new-bipartisan-autonomous-vehicle-bill/
[10] https://www.thetimes.co.uk/article/tesla-nutonomy-waymo-and-the-future-of-cars-7h7j6rrhl
[9] https://www.theverge.com/2019/10/28/20936114/vw-self-driving-startup-spinoff-argo-announce

Top URLs in Tweet in G2:
[7] http://www.xinhuanet.com/english/2019-10/31/c_138517448.htm
[7] https://www.scoop.it/topic/cybersecurity-leadership/p/4111915195/2019/10/28/the-race-for-cybersecurity-protecting-the-connected-car-in-the-era-of-new-regulation?utm_medium=social&utm_source=twitter
[7] https://gizmodo.com/mit-researchers-taught-autonomous-cars-to-see-around-co-1839420704
[6] https://www.weforum.org/agenda/2019/10/how-should-cities-prepare-for-self-driving-cars-heres-a-roadmap/
[5] https://www.forbes.com/sites/ilkerkoksal/2019/10/28/will-we-have-self-flying-cars-before-self-driving-cars/#3d9f7d9b7a94
[4] https://www.samsara.com/
[4] https://www.wired.com/story/why-are-parking-lots-so-tricky-for-self-driving-cars/
[4] https://www.caranddriver.com/features/a29587219/autonomous-vehicle-enemies/
[3] https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/the-race-for-cybersecurity-protecting-the-connected-car-in-the-era-of-new-regulation?cid=soc-web
[3] https://www.forbes.com/sites/forbestechcouncil/2019/10/31/five-components-of-autonomous-car-security/

Top URLs in Tweet in G3:
[10] https://www.wired.com/story/why-are-parking-lots-so-tricky-for-self-driving-cars/
[9] https://www.weforum.org/agenda/2019/10/how-should-cities-prepare-for-self-driving-cars-heres-a-roadmap/
[8] http://www.xinhuanet.com/english/2019-10/31/c_138517448.htm
[8] https://twitter.com/mvollmer1
[7] https://www.thetimes.co.uk/article/tesla-nutonomy-waymo-and-the-future-of-cars-7h7j6rrhl
[7] https://www.gazzetta.it/motori/la-mia-auto/01-11-2019/ricerca-aci-bosch-adas-riducono-38percento-incidenti-350734717749.shtml
[6] https://www.cnbc.com/2019/10/28/volkswagen-sets-up-autonomous-driving-subsidiary-plans-us-site.html
[6] https://www.caranddriver.com/features/a29587219/autonomous-vehicle-enemies/
[6] https://www.tvnz.co.nz/one-news/undefined?segment=1*1k1388c*s_amp_id*YW1wLWFaNFBUUTZhOEtjZ0NLWk5DdzF1c2c
[6] https://www.caranddriver.com/news/amp29598554/lexus-ls-autonomous-tokyo-olympics/?__twitter_impression=true

Top URLs in Tweet in G4:
[5] http://www.xinhuanet.com/english/2019-10/31/c_138517448.htm
[5] https://www.ideaspies.com/post/2275
[4] https://twitter.com/SouthbankInvest/status/1191665381632626689
[4] https://askoshbetter.com/2018/11/21/the-promise-of-self-driving-cars/?utm_source=twitter&utm_medium=post
[4] https://www.forbes.com/sites/ilkerkoksal/2019/10/28/will-we-have-self-flying-cars-before-self-driving-cars/#3d9f7d9b7a94
[1] https://twitter.com/i/web/status/1188500523940491264
[1] https://twitter.com/i/web/status/1188862993058025479
[1] https://twitter.com/i/web/status/1185457999848136704
[1] https://twitter.com/i/web/status/1188391951864860677
[1] https://twitter.com/i/web/status/1188932431472140291

Top URLs in Tweet in G5:
[6] https://gizmodo.com/mit-researchers-taught-autonomous-cars-to-see-around-co-1839420704
[2] https://www.linkedin.com/slink?code=eMjM_Cf
[2] https://www.weforum.org/agenda/2019/10/how-should-cities-prepare-for-self-driving-cars-heres-a-roadmap/
[2] https://techcrunch.com/2019/11/03/the-surprisingly-boring-road-to-self-driving-cars/
[2] http://theherdlocker.com/tweet/popularity/selfDrivingCars
[1] https://twitter.com/i/web/status/1188767664073822208
[1] https://twitter.com/i/web/status/1188776385852137472
[1] https://twitter.com/i/web/status/1188832892601933825
[1] https://twitter.com/i/web/status/1188845206944256000
[1] https://twitter.com/i/web/status/1188851689127854082

Top URLs in Tweet in G6:
[4] https://arstechnica.com/cars/2019/11/waymo-finally-let-a-reporter-ride-in-a-fully-driverless-car/
[3] https://www.forbes.com/sites/lanceeliot/2019/11/03/self-driving-cars-likely-to-spur-solo-occupancy-and-paradoxically-undercut-true-ridesharing/
[3] http://www.supplychaintoday.com/jack-ma-elon-musk-artificial-intelligence-debate/
[3] https://www.forbes.com/sites/alexknapp/2019/10/29/aurora-ceo-chris-urmson-says-therell-be-hundreds-of-self-driving-cars-on-the-road-in-five-years/
[2] https://www.wired.com/story/why-are-parking-lots-so-tricky-for-self-driving-cars/
[2] https://www.autonews.com/mobility-report/consumers-prefer-share-control-self-driving-vehicles-sae-says
[2] https://www.axios.com/zoox-self-driving-car-fundraising-52aa4ef6-9b7d-4a4d-b9be-306ecf6f3511.html
[2] https://techcrunch.com/2019/10/28/mit-uses-shadows-to-help-autonomous-vehicles-see-around-corners/
[2] https://techcrunch.com/2019/11/03/the-surprisingly-boring-road-to-self-driving-cars/
[2] https://www.forbes.com/sites/gregrogers1/2019/10/30/congress-drafts-first-sections-of-new-bipartisan-autonomous-vehicle-bill/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1189994200743456768
[1] https://twitter.com/i/web/status/1189894004051238913
[1] https://twitter.com/topcybernews/status/1191462874578849792
[1] https://twitter.com/i/web/status/1189922468074577920

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1190237152635953152
[1] https://twitter.com/i/web/status/1186628556790685696
[1] https://twitter.com/i/web/status/1183155608482172928
[1] https://twitter.com/i/web/status/1179743136530210816
[1] https://twitter.com/i/web/status/1180135623715426304
[1] https://twitter.com/i/web/status/1189693491154169856
[1] https://twitter.com/i/web/status/1190161593193189376
[1] https://twitter.com/i/web/status/1189799015258447872

Top URLs in Tweet in G9:
[4] http://www.dpbolvw.net/click-8838748-10500011
[2] https://www.detroitnews.com/story/business/autos/2019/10/28/detroit-waymo-self-driving-vehicles/2459915001/
[1] https://globalshakers.com/waymo-detroit-factory-is-worlds-1st-100-dedicated-to-l4-vehicles/
[1] https://insidebigdata.com/2019/07/30/big-data-and-the-future-of-self-driving-cars/
[1] https://twitter.com/i/web/status/1189975233186238466
[1] https://twitter.com/i/web/status/1189977305193553920
[1] http://www.forbes.com/sites/forbeste
[1] https://twitter.com/i/web/status/1190022453839482881
[1] https://twitter.com/i/web/status/1188964473840848897
[1] https://twitter.com/i/web/status/1189653339744677889

Top URLs in Tweet in G10:
[1] https://venturebeat.com/2019/11/05/mobileye-partners-with-nio-to-develop-driverless-cars-provides-update-on-mapping-efforts/
[1] https://twitter.com/i/web/status/1189571647004499968
[1] https://insideunmannedsystems.com/system-minimizes-damage-when-autonomous-vehicles-crash/

Top Domains
Top Domains in Tweet in Entire Graph:
[546] twitter.com
[156] forbes.com
[67] techcrunch.com
[48] xinhuanet.com
[43] gizmodo.com
[31] weforum.org
[31] co.uk
[23] wired.com
[21] reuters.com
[20] aci.it

Top Domains in Tweet in G1:
[80] twitter.com
[66] forbes.com
[29] techcrunch.com
[27] gizmodo.com
[27] xinhuanet.com
[16] co.uk
[13] weforum.org
[12] insidebigdata.com
[9] theverge.com
[8] detroitnews.com

Top Domains in Tweet in G2:
[37] twitter.com
[9] forbes.com
[7] weforum.org
[7] xinhuanet.com
[7] scoop.it
[7] gizmodo.com
[4] samsara.com
[4] wired.com
[4] caranddriver.com
[3] tweetedtimes.com

Top Domains in Tweet in G3:
[277] twitter.com
[44] forbes.com
[25] techcrunch.com
[20] aci.it
[15] medium.com
[14] caranddriver.com
[13] co.uk
[13] wired.com
[12] cnbc.com
[12] zdnet.com

Top Domains in Tweet in G4:
[28] twitter.com
[6] forbes.com
[5] xinhuanet.com
[5] ideaspies.com
[4] askoshbetter.com
[1] businessinsider.sg
[1] gizmodo.com
[1] side.cr
[1] co.uk
[1] caranddriver.com

Top Domains in Tweet in G5:
[53] twitter.com
[6] gizmodo.com
[4] linkedin.com
[4] techcrunch.com
[2] forbes.com
[2] ampproject.org
[2] weforum.org
[2] bizjournals.com
[2] theherdlocker.com
[2] pymnts.com

Top Domains in Tweet in G6:
[16] forbes.com
[11] twitter.com
[6] techcrunch.com
[4] reuters.com
[4] arstechnica.com
[3] autonews.com
[3] zdnet.com
[3] supplychaintoday.com
[2] wired.com
[2] washingtonexaminer.com

Top Domains in Tweet in G7:
[4] twitter.com

Top Domains in Tweet in G8:
[8] twitter.com

Top Domains in Tweet in G9:
[7] twitter.com
[4] dpbolvw.net
[2] detroitnews.com
[1] globalshakers.com
[1] insidebigdata.com
[1] forbes.com

Top Domains in Tweet in G10:
[1] venturebeat.com
[1] twitter.com
[1] insideunmannedsystems.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2438] selfdrivingcars
[1598] ai
[1576] autonomousvehicles
[1109] iot
[983] 5g
[828] selfdriving
[624] emergingtech
[549] driverless
[531] ar
[521] china



Top Hashtags in Tweet in G1:
[712] selfdrivingcars
[496] ai
[384] autonomousvehicles
[169] smartcities
[157] driverlesscars
[149] selfdriving
[123] iot
[123] china
[120] 5g
[104] emergingtech

Top Hashtags in Tweet in G2:
[487] 5g
[407] selfdrivingcars
[368] iot
[335] emergingtech
[320] ar
[305] autonomousvehicles
[266] china
[265] ai
[166] artificialintelligence
[146] ml

Top Hashtags in Tweet in G3:
[863] selfdrivingcars
[660] ai
[502] iot
[492] autonomousvehicles
[375] selfdriving
[304] 5g
[208] driverless
[198] autonomous
[183] robotics
[159] driverlesscars

Top Hashtags in Tweet in G4:
[270] autonomousvehicles
[232] selfdriving
[189] driverless
[124] selfdrivingcars
[82] ai
[82] emergingtech
[53] 5g
[49] iot
[45] innovation
[44] robotics

Top Hashtags in Tweet in G5:
[71] selfdrivingcars
[12] autonomousvehicles
[11] ai
[5] automotive
[5] selfdriving
[4] ev
[4] artificialintelligence
[3] autonomous
[3] electricvehicles
[3] technology

Top Hashtags in Tweet in G6:
[96] selfdrivingcars
[52] autonomousvehicles
[45] ai
[36] iot
[5] waymo
[5] 5g
[4] autonomous
[3] driverlesscars
[3] smartcities
[3] automotive

Top Hashtags in Tweet in G7:
[48] technology
[48] innovation
[48] engineering
[48] traffic
[2] selfdrivingcars
[2] automotive
[1] robotics
[1] china

Top Hashtags in Tweet in G8:
[37] selfdrivingcars
[8] daimler
[7] autonomousvehicles
[7] waymo

Top Hashtags in Tweet in G9:
[12] selfdrivingcars
[6] michiganisauto
[4] driverless
[4] dancecostumes
[4] costume
[4] costumeparty
[2] driverlesscars
[1] automation
[1] cars
[1] transport

Top Hashtags in Tweet in G10:
[16] selfdrivingcars
[16] mobileyedrives
[5] autonomousvehicles
[4] lidar
[2] ar
[1] autotech
[1] computervision
[1] adas
[1] ev
[1] ai

Top Words
Top Words in Tweet in Entire Graph:
[2963] Words in Sentiment List#1: Positive
[1288] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[89886] Non-categorized Words
[94137] Total Words
[5386] gt
[2438] #selfdrivingcars
[1801] mikequindazzi
[1598] #ai
[1576] #autonomousvehicles

Top Words in Tweet in G1:
[712] #selfdrivingcars
[699] gt
[496] #ai
[384] #autonomousvehicles
[380] jeroenbartelse
[343] driving
[282] self
[250] mikequindazzi
[247] evankirstel
[218] summon

Top Words in Tweet in G2:
[2037] gt
[828] mikequindazzi
[485] #5g
[407] #selfdrivingcars
[368] #iot
[335] #emergingtech
[329] see
[326] leverages
[320] #ar
[319] help

Top Words in Tweet in G3:
[1632] gt
[863] #selfdrivingcars
[660] #ai
[562] mikequindazzi
[502] #iot
[492] #autonomousvehicles
[380] #selfdriving
[304] #5g
[274] guidaautonoma
[267] cars

Top Words in Tweet in G4:
[711] gt
[344] car
[275] mvollmer1
[270] #autonomousvehicles
[232] #selfdriving
[189] #driverless
[180] seeker
[168] watching
[168] #selfd
[167] jaguar

Top Words in Tweet in G5:
[71] #selfdrivingcars
[28] driving
[28] cars
[26] self
[24] gt
[13] see
[13] autonomous
[13] mikequindazzi
[12] around
[12] #autonomousvehicles

Top Words in Tweet in G6:
[228] gt
[96] #selfdrivingcars
[76] mikequindazzi
[52] #autonomousvehicles
[52] self
[52] driving
[45] #ai
[38] south
[38] korea
[38] town

Top Words in Tweet in G7:
[80] thefuturist007
[49] tesla
[49] elonmusk
[48] one
[48] more
[48] lane
[48] fix
[48] #technology
[48] #innovation
[48] #engineering

Top Words in Tweet in G8:
[42] daimler
[37] #selfdrivingcars
[25] electromagnetic
[25] compatibility
[25] emc
[25] key
[25] prerequisite
[25] connectivity
[25] shared
[25] services

Top Words in Tweet in G9:
[12] #selfdrivingcars
[10] detroit
[9] waymo's
[9] world's
[9] dedicated
[9] gt
[7] autonomous
[7] plant
[7] now
[7] producing

Top Words in Tweet in G10:
[17] mobileye
[16] #selfdrivingcars
[16] #mobileyedrives
[9] mikedemler
[5] develop
[5] #autonomousvehicles
[5] technology
[4] roadmap
[4] consumer
[4] target

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3550] gt,gt
[635] mikequindazzi,gt
[603] 1st,intelligent
[590] aims,complete
[590] complete,1st
[587] intelligent,highway
[586] highway,support
[576] self,driving
[518] #emergingtech,leverages
[518] leverages,#ar

Top Word Pairs in Tweet in G1:
[462] gt,gt
[282] self,driving
[169] #autonomousvehicles,#selfdrivingcars
[151] #ai,#autonomousvehicles
[150] speed,up
[150] up,traffic
[150] traffic,cambridge_uni
[118] #selfdrivingcars,#smartcities
[116] #driverlesscars,speed
[116] cambridge_uni,#ai

Top Word Pairs in Tweet in G2:
[1339] gt,gt
[319] #emergingtech,leverages
[319] leverages,#ar
[319] #ar,help
[319] help,drivers
[319] drivers,see
[319] see,invisible
[304] nissan,mikequindazzi
[292] #iot,#5g
[267] 1st,intelligent

Top Word Pairs in Tweet in G3:
[1072] gt,gt
[318] #ai,#iot
[242] #selfdrivingcars,#ai
[233] mikequindazzi,gt
[221] aims,complete
[221] complete,1st
[218] 1st,intelligent
[217] intelligent,highway
[217] highway,support
[207] #autonomousvehicles,2022

Top Word Pairs in Tweet in G4:
[474] gt,gt
[177] #selfdriving,#driverless
[168] car,watching
[168] watching,#selfdriving
[167] #driverless,car
[167] car,jaguar
[166] jaguar,jlr_news
[166] jlr_news,gt
[166] gt,seeker
[164] seeker,#autonomousvehicles

Top Word Pairs in Tweet in G5:
[24] self,driving
[15] gt,gt
[14] driving,cars
[9] see,around
[9] around,corners
[8] autonomous,cars
[6] researchers,taught
[6] taught,autonomous
[6] cars,see
[6] corners,#selfdrivingcars

Top Word Pairs in Tweet in G6:
[152] gt,gt
[49] self,driving
[44] #selfdrivingcars,#autonomousvehicles
[38] south,korea
[38] town,testing
[37] mikequindazzi,gt
[34] #selfdrivingcars,gt
[34] gt,#ai
[34] #ai,#iot
[33] mikequindazzi,south

Top Word Pairs in Tweet in G7:
[48] one,more
[48] more,lane
[48] lane,fix
[48] fix,#technology
[48] #technology,#innovation
[48] #innovation,#engineering
[48] #engineering,tesla
[48] tesla,elonmusk
[48] elonmusk,boringcompany
[48] boringcompany,#traffic

Top Word Pairs in Tweet in G8:
[25] electromagnetic,compatibility
[25] compatibility,emc
[25] emc,key
[25] key,prerequisite
[25] prerequisite,connectivity
[25] connectivity,#selfdrivingcars
[25] #selfdrivingcars,shared
[25] shared,services
[23] daimler,electromagnetic
[23] services,#emobilit

Top Word Pairs in Tweet in G9:
[9] waymo's,detroit
[7] plant,now
[7] now,producing
[6] detroit,facility
[6] facility,world's
[6] world's,first
[6] first,dedicated
[6] dedicated,autonomous
[6] autonomous,plant
[6] producing,#selfdrivingcars

Top Word Pairs in Tweet in G10:
[9] mikedemler,#mobileyedrives
[5] #mobileyedrives,mobileye
[4] mobileye,roadmap
[4] roadmap,consumer
[4] consumer,#selfdrivingcars
[4] #selfdrivingcars,target
[4] target,4k
[4] 4k,eyeq5h
[4] eyeq5h,2
[4] 2,chip

Top Replied-To
Top Replied-To in Entire Graph:
@julez_norton
@perceptive_auto
@vwgroup_de
@vengaboys
@ginger4everme
@donaldjtrumpjr
@jblefevre60
@akveloninc
@automeme
@virkl

Top Replied-To in G1:
@donaldjtrumpjr
@mahindrarise
@mashable
@paula_piccard
@julez_norton
@jblefevre60

Top Replied-To in G2:
@akveloninc
@benbouzidamine
@neushield

Top Replied-To in G3:
@vwgroup_de
@vengaboys
@ims
@hyundai
@automeme
@realdonaldtrump

Top Replied-To in G4:
@carscoop
@virkl
@julez_norton

Top Replied-To in G6:
@perceptive_auto

Top Replied-To in G9:
@waymo

Top Replied-To in G10:
@alexvoica

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@mvollmer1
@jeroenbartelse
@nissan
@xhnews
@guidaautonoma
@evankirstel
@seeker
@wef
@jlr_news

Top Mentioned in G1:
@jeroenbartelse
@evankirstel
@cambridge_uni
@mikequindazzi
@mvollmer1
@julez_norton
@xhnews
@spirosmargaris
@jblefevre60
@tesla

Top Mentioned in G2:
@mikequindazzi
@nissan
@xhnews
@wef
@haroldsinnott
@mvollmer1
@topcybernews
@thomas_harrer
@jeroenbartelse
@theadamgabriel

Top Mentioned in G3:
@mikequindazzi
@guidaautonoma
@davorjordacevic
@mik
@indeed
@nissan
@xhnews
@geoworldmedia
@jeroenbartelse
@caroletwitt_

Top Mentioned in G4:
@mvollmer1
@seeker
@jlr_news
@mikequindazzi
@techinsider
@enricomolinari
@nissan
@jeroenbartelse
@julez_norton
@propelmee

Top Mentioned in G5:
@setdeep
@crowdfunderin
@alleywatch
@latechwatch

Top Mentioned in G6:
@mikequindazzi
@irenatadic1
@reuters
@driverlessnow
@forbes
@techcrunch
@arstechnica
@jeroenbartelse
@evankirstel
@cambridge_uni

Top Mentioned in G7:
@thefuturist007
@tesla
@elonmusk
@boringcompany
@jeroenbartelse

Top Mentioned in G8:
@daimler
@bmwgroup
@hanslak
@jeroenbartelse

Top Mentioned in G9:
@waymo
@michauto
@danwils42696605
@globalshakers_
@ipfconline1
@insidebigdata
@jeroenbartelse
@detroitnews
@oldmagazin
@forbes

Top Mentioned in G10:
@mobileye
@mikedemler
@intel
@nioglobal
@aptiv
@lucid_motors
@guidaautonoma

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@sectest9
@gamergeeknews
@startupsbot
@deejayiwan
@evankirstel
@chidambara09
@lorimoreno
@raumunz

Top Tweeters in G1:
@arkangelscrap
@deejayiwan
@evankirstel
@businessinsider
@monalisazelf
@thesun
@richsimmondsza
@lelkan
@channelnewsasia
@myloc_tracker

Top Tweeters in G2:
@jornalistavitor
@sectest9
@lorimoreno
@raumunz
@calcaware
@rosenthalellery
@mdfineart
@cybersec_feeds
@trippbraden
@nomoreslaves

Top Tweeters in G3:
@gamergeeknews
@startupsbot
@chidambara09
@santchiweb
@business
@iam__network
@ele9061
@cnbc
@cocacola
@latimes

Top Tweeters in G4:
@fintechna
@swissbusiness
@ggtidbegcypcxdo
@amazingchevvolt
@sharerussharing
@adnanserpen
@grattongirl
@ft
@ericserati68
@michaelpurvis64

Top Tweeters in G5:
@bhumharit
@thestartupper
@freshsalis
@rdsweb
@diabeticcyborgg
@alleywatch
@amruthasuri
@sureshone
@followsamir
@analyticsfr

Top Tweeters in G6:
@reuters
@slate
@livemint
@johnjonny1
@zdnet
@martingaedt
@mariethx
@arstechnica
@ocregister
@lyft

Top Tweeters in G7:
@jacobussystems
@motolin5
@ghosh121
@modriel1
@rizwanizm
@pcarvajalnunez
@johnny9904
@shckwish
@cryptoaggregate
@domerund

Top Tweeters in G8:
@aotto1968_2
@windvondervenus
@ferrari_fb
@mahmad4457
@hanslak
@tirukuralkaram
@postnormalera
@mehmeto33440789
@thonason
@catnathannathan

Top Tweeters in G9:
@rescuedoffering
@oldmagazin
@reed650
@danwils42696605
@detroitchamber
@michauto
@sethusathya
@t_kratofil
@autonombusiness
@guillau68421058

Top Tweeters in G10:
@teckvado
@dayman58
@intel
@mikedemler
@witeken
@alexvoica
@nioglobal
@aptiv
@hebrewualum
@mobileye


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