#selfdrivingcars, Twitter, 12/7/2018 2:44:16 PM, 177775


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#selfdrivingcars_2018-12-07_06-22-31.xlsx
#selfdrivingcars_2018-12-07_06-22-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2018
Short Description:
#selfdrivingcars via NodeXL http://bit.ly/2RMxrpH
@robotconsumer
@mikequindazzi
@guidaautonoma
@jeroenbartelse
@evankirstel
@wef
@waymo
@ipfconline1
@trackbots
@spirosmargaris

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

Description:
Description
The graph represents a network of 2,574 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, 07 December 2018 at 14:24 UTC.

The requested start date was Friday, 07 December 2018 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 14-day, 6-hour, 9-minute period from Thursday, 22 November 2018 at 17:50 UTC to Friday, 07 December 2018 at 00:00 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 : 2574
Unique Edges : 5822
Edges With Duplicates : 2997
Total Edges : 8819
Number of Edge Types : 3
Mentions : 7806
Tweet : 970
Replies to : 43
Self-Loops : 970
Reciprocated Vertex Pair Ratio : 0.0131688614769128
Reciprocated Edge Ratio : 0.0259953932214544
Connected Components : 326
Single-Vertex Connected Components : 218
Maximum Vertices in a Connected Component : 1990
Maximum Edges in a Connected Component : 8149
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.39837
Graph Density : 0.000917724586593611
Modularity : 0.446637
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] https://bigstep.com/blog/the-current-state-of-artificial-intelligence-infographic
[43] https://www.wired.com/story/tesla-self-driving-car-computer-chip-nvidia/?mbid=social_twitter_onsiteshare
[30] https://go.forrester.com/blogs/20-year-predictions/
[29] https://www.digitaltrends.com/cars/7-insane-roads-that-will-push-a-self-driving-car-to-its-very-limit/amp/
[28] https://futurism.com/the-byte/futuristic-audi-concept-transform-flying-taxi
[27] https://www.economist.com/gulliver/2018/11/23/here-come-the-self-driving-taxis
[24] https://www.forbes.com/sites/alanohnsman/2018/11/30/10-million-miles-later-waymo-ceo-says-its-self-driving-cars-are-ready-for-prime-time/
[23] https://www.digitaltrends.com/cars/7-insane-roads-that-will-push-a-self-driving-car-to-its-very-limit/
[23] https://www.fastcompany.com/90275407/the-fate-of-self-driving-cars-hangs-on-a-7-trillion-design-problem
[21] https://spectrum.ieee.org/cars-that-think/transportation/self-driving/model-town-plans-next-steps-beyond-uk-autonomous-car-project?utm_source=twitter&utm_campaign=ieeeorg&utm_medium=social

Top URLs in Tweet in G1:
[4] https://www.thedailybeast.com/robots-are-killing-people-how-worried-should-we-be
[2] http://www.navinfo.com/en/
[2] https://twitter.com/MikeQuindazzi/status/1044044456511582208
[2] https://go.forrester.com/blogs/20-year-predictions/
[1] https://twitter.com/i/web/status/1067012643116994562
[1] https://twitter.com/i/web/status/1063190527347212289
[1] https://twitter.com/i/web/status/1066225372675620867
[1] http://aiindex.org/2017-report.pdf?utm_content=bufferc677c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.visualcapitalist.com/how-much-copper-is-in-an-electric-vehicle/
[1] https://twitter.com/i/web/status/1063522713376092161

Top URLs in Tweet in G2:
[26] https://www.wired.com/story/tesla-self-driving-car-computer-chip-nvidia/?mbid=social_twitter_onsiteshare
[22] https://www.forbes.com/sites/alanohnsman/2018/11/30/10-million-miles-later-waymo-ceo-says-its-self-driving-cars-are-ready-for-prime-time/
[20] https://www.digitaltrends.com/cars/7-insane-roads-that-will-push-a-self-driving-car-to-its-very-limit/amp/
[16] https://spectrum.ieee.org/cars-that-think/transportation/self-driving/model-town-plans-next-steps-beyond-uk-autonomous-car-project?utm_source=twitter&utm_campaign=ieeeorg&utm_medium=social
[15] https://www.digitaltrends.com/cars/7-insane-roads-that-will-push-a-self-driving-car-to-its-very-limit/
[14] https://www.engadget.com/2018/11/28/tesla-celebrates-one-billion-autopilot-assisted-miles/
[13] https://www.businessinsider.com/self-driving-cars-autonomous-vehicle-robotaxis-2022-2018-12
[13] https://www.fastcompany.com/90275407/the-fate-of-self-driving-cars-hangs-on-a-7-trillion-design-problem
[11] https://www.insurancetimes.co.uk/news/-axa-releases-video-to-end-confusion-around-driverless-cars/1428914.article
[9] https://www.nytimes.com/2018/12/05/technology/uber-self-driving-cars.html

Top URLs in Tweet in G3:
[45] https://bigstep.com/blog/the-current-state-of-artificial-intelligence-infographic
[23] https://go.forrester.com/blogs/20-year-predictions/
[15] https://www.wired.com/story/tesla-self-driving-car-computer-chip-nvidia/?mbid=social_twitter_onsiteshare
[11] https://www.businessinsider.com/tesla-stock-price-china-sales-crash-trump-trade-war-bites-2018-11
[9] https://www.theguardian.com/commentisfree/2018/nov/14/cars-drivers-ethical-dilemmas-machines?CMP=share_btn_tw
[5] https://www.washingtonexaminer.com/business/2019-may-be-year-of-the-driverless-car-heres-where-top-automakers-stand
[4] https://www.fastcompany.com/90275407/the-fate-of-self-driving-cars-hangs-on-a-7-trillion-design-problem
[4] https://aitrends.com/ai-insider/cognitive-timing-for-ai-self-driving-cars/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=172795
[3] https://www.nytimes.com/2018/12/05/technology/uber-self-driving-cars.html

Top URLs in Tweet in G4:
[16] http://twittertechnews.com/vehicles-design/niro-ev-mixing-hmi-interaction-and-driving-experience/
[10] http://twittertechnews.com/media-partners/consumer-telematics-show-usa-7-january-2019-ttn-is-media-partner/
[7] http://iotnowtransport.com/2018/10/09/69241-got-copy-transport360-magazine-yet/
[6] https://techhq.com/2018/12/audi-makes-16bn-bid-for-luxury-autonomous-vehicle-market/
[5] https://www.digitaltrends.com/cars/7-insane-roads-that-will-push-a-self-driving-car-to-its-very-limit/amp/
[5] https://lnkd.in/fdvAVMy
[5] https://www.barrons.com/articles/gm-is-cutting-thousands-of-jobs-to-focus-on-electric-self-driving-cars-1543265702
[4] http://www.futurecar.com/
[4] http://elitebusinessmagazine.co.uk/technology/item/challenges-startups-must-face-before-unleashing-self-driving-cars-onto-british-roads
[3] https://www.forbes.com/sites/leoyeykelis/2018/11/20/the-biggest-design-questions-facing-partially-self-driving-cars/

Top URLs in Tweet in G5:
[23] https://futurism.com/the-byte/futuristic-audi-concept-transform-flying-taxi
[7] https://www.latimes.com/business/autos/la-fi-hy-waymo-one-20181205-story.html
[6] https://hbr.org/2018/12/what-gms-layoffs-reveal-about-the-digitalization-of-the-auto-industry
[3] https://bigstep.com/blog/the-current-state-of-artificial-intelligence-infographic
[3] https://medium.com/bloomberg/whos-winning-the-self-driving-car-race-39ed1aa58e93?utm_content=bufferc97f7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.verdict.co.uk/self-driving-trucks-volvo-post-ownership/
[2] https://www.bloomberg.com/news/articles/2018-10-23/self-driving-car-industry-needs-better-metrics-dot-s-kan-says
[2] https://www.economist.com/gulliver/2018/11/23/here-come-the-self-driving-taxis
[2] https://twitter.com/Waymo/status/1070302319764361217
[1] https://twitter.com/i/web/status/1067314587744305152

Top URLs in Tweet in G6:
[4] https://www.digitaltrends.com/cars/7-insane-roads-that-will-push-a-self-driving-car-to-its-very-limit/
[3] https://arstechnica.com/tech-policy/2018/11/cops-pull-over-tesla-cruising-on-a-freeway-with-apparently-asleep-driver/
[3] https://www.ericsson.com/en/mobility-report/reports/november-2018/mobile-subscriptions-worldwide-outlook
[2] https://www.naijatechguide.com/2018/11/famous-tesla-lovers.html
[2] https://www.wired.com/story/tesla-self-driving-car-computer-chip-nvidia/?mbid=social_twitter_onsiteshare
[2] https://www.engadget.com/2018/11/28/tesla-celebrates-one-billion-autopilot-assisted-miles/
[2] https://www.powernationtv.com/post/apple-co-founder-says-self-driving-cars-wont-happen-anytime-soon
[2] https://www.deseretnews.com/article/765656493/Inventor-pushes-solar-panels-for-roads-highways.html
[2] https://www.bianchipr.com/challenge-autonomous-driving-technology-pr-communications/
[2] https://www.cnet.com/news/waymo-one-google-self-driving-car-project/

Top URLs in Tweet in G7:
[9] https://www.lautomobile.aci.it/articoli/2018/11/30/aci-tutte-le-strade-portano-a-genova.html
[8] https://it.finance.yahoo.com/notizie/al-ces-2019-il-futuro-dei-trasporti-col-082524833.html
[8] https://www.formulapassion.it/automoto/mondoauto/il-futuro-a-guida-autonoma-secondo-volkswagen-e-daimler-410751.html
[8] http://www.hdmotori.it/2018/11/27/rivian-r1t-pick-up-elettrico-autonomia/
[8] https://www.investireoggi.it/motori/bmw-ha-detto-che-lauto-a-guida-autonoma-potrebbe-arrivare-entro-il-2021/
[7] http://motori.quotidiano.net/fashionwheels/tecnologiaautoemoto/smart-corner-magneti-marelli.htm
[7] https://www.ynetnews.com/articles/0,7340,L-5404244,00.html
[7] https://www.engadget.com/2018/11/24/uk-self-driving-buses-taxis-2021/
[7] https://www.macitynet.it/regno-unito-guida-autonoma/
[7] https://www.fleetmagazine.com/bosch-innovazioni-convention-vtm-torino/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1063390127865647106

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1068353983423672320
[1] https://twitter.com/i/web/status/1070676423642370050
[1] https://twitter.com/i/web/status/1065722917877633024
[1] https://www.forbes.com/sites/chunkamui/2018/11/27/av-industrialization-part-1/
[1] https://torino.corriere.it/cronaca/18_novembre_28/auto-intelligente-torino-nasce-l-academy-piloti-ac74f734-f2f8-11e8-bf1c-39c2f2f9623f.shtml

Top URLs in Tweet in G10:
[13] https://www.inverse.com/article/51390-tesla-electric-cars-software
[9] https://www.autoblog.com/2018/11/29/rivian-ev-truck-suv-profile-la-auto-show/
[2] http://artificialintelligencemania.com/2018/11/12/the-moral-machine-experiment/
[1] https://www.tu-auto.com/uber-backed-electric-bike-start-up-enters-uk/

Top Domains
Top Domains in Tweet in Entire Graph:
[647] twitter.com
[96] forbes.com
[80] wired.com
[74] aci.it
[70] co.uk
[59] engadget.com
[57] digitaltrends.com
[52] bigstep.com
[45] hdmotori.it
[43] faveeo.com

Top Domains in Tweet in G1:
[25] twitter.com
[5] medium.com
[4] thedailybeast.com
[2] navinfo.com
[2] forrester.com
[1] aiindex.org
[1] visualcapitalist.com
[1] statista.com
[1] ericsson.com
[1] nytimes.com

Top Domains in Tweet in G2:
[112] twitter.com
[55] forbes.com
[39] wired.com
[36] digitaltrends.com
[31] co.uk
[28] engadget.com
[21] ieee.org
[18] businessinsider.com
[16] okt.to
[15] techcrunch.com

Top Domains in Tweet in G3:
[59] twitter.com
[45] bigstep.com
[23] forrester.com
[15] wired.com
[13] businessinsider.com
[9] theguardian.com
[7] co.uk
[6] aitrends.com
[6] medium.com
[5] aci.it

Top Domains in Tweet in G4:
[106] twitter.com
[26] twittertechnews.com
[14] forbes.com
[13] youtube.com
[11] co.uk
[10] digitaltrends.com
[9] aci.it
[9] 2025ad.com
[7] medium.com
[7] autonews.com

Top Domains in Tweet in G5:
[23] futurism.com
[17] twitter.com
[7] latimes.com
[6] hbr.org
[4] medium.com
[3] bigstep.com
[2] co.uk
[2] bloomberg.com
[2] economist.com
[1] venturebeat.com

Top Domains in Tweet in G6:
[106] twitter.com
[9] wired.com
[8] readyforsocial.com
[6] engadget.com
[6] lnkd.in
[6] digitaltrends.com
[5] arstechnica.com
[4] cnet.com
[4] theverge.com
[3] cnn.com

Top Domains in Tweet in G7:
[122] twitter.com
[59] aci.it
[37] hdmotori.it
[20] venturebeat.com
[18] forbes.com
[16] co.uk
[13] theverge.com
[13] engadget.com
[13] ansa.it
[9] sicurauto.it

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

Top Domains in Tweet in G9:
[3] twitter.com
[1] forbes.com
[1] corriere.it

Top Domains in Tweet in G10:
[13] inverse.com
[9] autoblog.com
[2] artificialintelligencemania.com
[1] tu-auto.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2558] selfdrivingcars
[1865] ai
[979] autonomous
[796] iot
[672] autonomousvehicles
[652] smartcity
[623] machinelearning
[506] robotics
[499] selfdriving
[386] deeplearning



Top Hashtags in Tweet in G1:
[348] ai
[207] machinelearning
[176] selfdrivingcars
[174] deeplearning
[122] robots
[56] autonomousvehicles
[54] selfdriving
[53] artificiallntelligence
[52] slippers
[51] ml

Top Hashtags in Tweet in G2:
[351] selfdrivingcars
[98] autonomous
[91] ai
[79] autonomousvehicles
[68] selfdriving
[65] driverless
[35] driverlesscars
[35] insurtech
[34] fintech
[24] iot

Top Hashtags in Tweet in G3:
[526] ai
[477] selfdrivingcars
[194] autonomous
[179] machinelearning
[143] iot
[141] autonomousvehicles
[110] deeplearning
[77] selfdriving
[72] smartcity
[65] robotics

Top Hashtags in Tweet in G4:
[429] selfdrivingcars
[133] ai
[103] autonomous
[89] autonomousvehicles
[72] smartcity
[66] iot
[49] automotive
[46] robotics
[42] tech
[38] selfdriving

Top Hashtags in Tweet in G5:
[255] selfdrivingcars
[141] ai
[79] robotics
[79] iot
[76] 3dprinted
[38] autonomousvehicles
[29] waymo
[28] autonomouscars
[27] innovation
[25] flashtweet

Top Hashtags in Tweet in G6:
[196] selfdrivingcars
[37] ai
[33] autonomousvehicles
[11] iot
[11] tesla
[11] waymo
[11] selfdriving
[11] tech
[9] automotive
[8] autonomous

Top Hashtags in Tweet in G7:
[542] autonomous
[465] smartcity
[449] ai
[392] iot
[263] robotics
[263] tech
[227] selfdrivingcars
[206] selfdriving
[193] driverless
[190] 5g

Top Hashtags in Tweet in G8:
[47] selfdrivingcars

Top Hashtags in Tweet in G9:
[55] ai
[51] selfdrivingcars
[47] autonomousvehicles
[45] automobile
[5] selfdriving
[4] autonomous
[4] motorcycle
[3] smartcity
[3] iot
[3] 5g

Top Hashtags in Tweet in G10:
[13] tesla
[13] software
[13] cars
[10] startup
[9] ev
[9] laautoshow
[4] selfdrivingcars
[4] ai
[1] technology
[1] automobile

Top Words
Top Words in Tweet in Entire Graph:
[3191] Words in Sentiment List#1: Positive
[1096] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[87225] Non-categorized Words
[91512] Total Words
[2927] gt
[2558] selfdrivingcars
[1927] ai
[1247] autonomous
[932] mikequindazzi

Top Words in Tweet in G1:
[1364] gt
[426] mikequindazzi
[351] ai
[207] machinelearning
[178] 4
[177] ways
[177] biggest
[176] selfdrivingcars
[174] deeplearning
[172] wef

Top Words in Tweet in G2:
[351] selfdrivingcars
[307] jeroenbartelse
[298] self
[279] driving
[173] autonomous
[162] driverless
[138] gt
[132] cars
[109] s
[105] car

Top Words in Tweet in G3:
[913] gt
[531] ai
[477] selfdrivingcars
[327] mikequindazzi
[214] autonomous
[179] machinelearning
[143] iot
[141] autonomousvehicles
[111] ipfconline1
[108] deeplearning

Top Words in Tweet in G4:
[429] selfdrivingcars
[169] autonomous
[138] driving
[138] ai
[125] self
[111] cars
[108] gt
[93] guidaautonoma
[89] autonomousvehicles
[72] smartcity

Top Words in Tweet in G5:
[255] selfdrivingcars
[177] evankirstel
[140] ai
[110] gt
[81] andi_staub
[79] robotics
[79] iot
[79] spirosmargaris
[77] diioannid
[76] jblefevre60

Top Words in Tweet in G6:
[196] selfdrivingcars
[73] driving
[70] self
[44] cars
[40] ai
[40] gt
[38] car
[33] autonomousvehicles
[30] autonomous
[22] waymo

Top Words in Tweet in G7:
[563] autonomous
[465] smartcity
[459] ai
[429] guidaautonoma
[392] iot
[272] tech
[263] robotics
[227] selfdrivingcars
[212] driverless
[208] selfdriving

Top Words in Tweet in G8:
[94] reality
[47] sci
[47] fi
[47] self
[47] driving
[47] cars
[47] recent
[47] years
[47] concept
[47] selfdrivingcars

Top Words in Tweet in G9:
[88] rajat_shrimal
[56] ai
[52] gt
[51] selfdrivingcars
[47] making
[47] autonomousvehicles
[45] ex
[45] apple
[45] engineers
[45] smarter

Top Words in Tweet in G10:
[20] tamaramccleary
[13] tesla's
[13] software
[13] first
[13] approach
[13] foreshadows
[13] future
[13] cars
[13] inversedotcom
[12] technolog

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1790] gt,gt
[685] self,driving
[640] ai,iot
[557] smartcity,ai
[483] autonomous,smartcity
[463] mikequindazzi,gt
[421] iot,robotics
[320] ai,selfdrivingcars
[311] 4,ways
[298] world's,biggest

Top Word Pairs in Tweet in G1:
[823] gt,gt
[245] mikequindazzi,gt
[177] 4,ways
[171] world's,biggest
[145] machinelearning,deeplearning
[124] biggest,problems
[119] wef,mikequindazzi
[118] ways,ai
[118] ai,tackling
[118] tackling,world's

Top Word Pairs in Tweet in G2:
[268] self,driving
[87] gt,gt
[63] driving,cars
[47] driverless,cars
[44] driving,car
[35] 7,insane
[35] insane,roads
[35] roads,push
[32] selfdrivingcars,autonomousvehicles
[32] ford,sees

Top Word Pairs in Tweet in G3:
[565] gt,gt
[132] mikequindazzi,gt
[121] ai,selfdrivingcars
[93] 4,ways
[92] world's,biggest
[75] ai,iot
[63] machinelearning,deeplearning
[63] smartcity,ai
[54] mikequindazzi,ai
[53] ai,machinelearning

Top Word Pairs in Tweet in G4:
[115] self,driving
[65] gt,gt
[60] smartcity,ai
[55] ai,iot
[48] driving,cars
[48] autonomous,smartcity
[37] autonomous,vehicles
[33] iot,robotics
[26] selfdrivingcars,autonomousvehicles
[25] driving,car

Top Word Pairs in Tweet in G5:
[85] selfdrivingcars,ai
[79] ai,iot
[77] iot,robotics
[76] 3dprinted,shuttle
[76] shuttle,selfdrivingcars
[76] robotics,spirosmargaris
[76] spirosmargaris,evankirstel
[76] evankirstel,andi_staub
[76] andi_staub,mclynd
[76] mclynd,diioannid

Top Word Pairs in Tweet in G6:
[66] self,driving
[26] gt,gt
[23] driving,cars
[16] driving,car
[11] selfdrivingcars,autonomousvehicles
[11] autonomousvehicles,selfdrivingcars
[9] selfdrivingcars,ai
[7] even,though
[7] won,t
[6] autonomous,vehicle

Top Word Pairs in Tweet in G7:
[406] smartcity,ai
[387] ai,iot
[362] autonomous,smartcity
[250] iot,robotics
[197] robotics,tech
[174] tech,5g
[107] 5g,driverless
[98] selfdriving,selfdrivingcars
[94] startup,technology
[93] selfdrivingcars,startup

Top Word Pairs in Tweet in G8:
[47] sci,fi
[47] fi,reality
[47] reality,self
[47] self,driving
[47] driving,cars
[47] cars,recent
[47] recent,years
[47] years,concept
[47] concept,selfdrivingcars
[47] selfdrivingcars,become

Top Word Pairs in Tweet in G9:
[48] ai,selfdrivingcars
[45] ex,apple
[45] apple,engineers
[45] engineers,making
[45] making,autonomousvehicles
[45] autonomousvehicles,smarter
[45] smarter,ai
[45] selfdrivingcars,automobile
[44] rajat_shrimal,ex
[44] automobile,rajat_shrimal

Top Word Pairs in Tweet in G10:
[13] tesla's,software
[13] software,first
[13] first,approach
[13] approach,foreshadows
[13] foreshadows,future
[13] future,cars
[13] cars,inversedotcom
[12] tamaramccleary,tesla's
[12] inversedotcom,technolog
[9] ev,startup

Top Replied-To
Top Replied-To in Entire Graph:
@kia_motors
@disney
@waymo
@tesla
@deacon5w
@xdotai
@lyft
@bryan_reimer
@olivercameron
@amazon

Top Replied-To in G1:
@mikequindazzi

Top Replied-To in G2:
@ford
@jeroenbartelse

Top Replied-To in G3:
@tesla
@waymo

Top Replied-To in G4:
@kia_motors
@disney
@deacon5w
@xdotai
@iknightscope
@cognitivepilot
@lyft
@bryan_reimer
@olivercameron
@joetransue

Top Replied-To in G5:
@earthaccounting
@waymo

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@guidaautonoma
@jeroenbartelse
@wef
@evankirstel
@spirosmargaris
@ipfconline1
@harbrimah
@futurism
@waymo

Top Mentioned in G1:
@mikequindazzi
@wef
@harbrimah
@futurism
@ronald_vanloon
@bmwmotorrad
@nvidia
@paula_piccard
@ericsson

Top Mentioned in G2:
@jeroenbartelse
@forbes
@driverlessnow
@spirosmargaris
@ford
@wired
@ipfconline1
@engadget
@ieeeorg
@guidaautonoma

Top Mentioned in G3:
@mikequindazzi
@ipfconline1
@guidaautonoma
@wef
@paula_piccard
@mvollmer1
@spirosmargaris
@alvinfoo
@enricomolinari
@frronconi

Top Mentioned in G4:
@guidaautonoma
@jeroenbartelse
@waymo
@mikequindazzi
@twtene
@gm
@wef
@elitebizmag
@evankirstel
@smartertranspo

Top Mentioned in G5:
@evankirstel
@andi_staub
@spirosmargaris
@diioannid
@jblefevre60
@mclynd
@ip
@waymo
@frronconi
@intengineering

Top Mentioned in G6:
@ntechyel
@autonomoushoag
@1993freedomact
@tarakrindani

Top Mentioned in G7:
@guidaautonoma
@bamitav
@mikequindazzi
@wef
@fcocastillov
@netradyne
@groupe_renault
@harbrimah
@diane_banks
@oakfive

Top Mentioned in G8:
@etoro

Top Mentioned in G9:
@rajat_shrimal
@mikequindazzi
@bmwmotorrad
@futurism
@guidaautonoma
@ericsson
@nvidia
@topcybernews
@fabriziobustama

Top Mentioned in G10:
@tamaramccleary
@inversedotcom
@rivian
@therealau
@therealautoblog
@paula_piccard
@mikequindazzi
@guidaautonoma
@ai_mania

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@robinsnewswire
@piyuanker12
@existenciala
@alllibertynews
@sectest9
@celebrainltd
@nosqldigest
@bridgittelesley
@thudao76

Top Tweeters in G1:
@deejayiwan
@chahali
@akaginacaputo
@stuartsimon
@londonnetworker
@ernieschell
@hubbucket
@rickking16
@cosmunity
@patosins

Top Tweeters in G2:
@piyuanker12
@alllibertynews
@businessinsider
@walmart
@foxnews
@nytimes
@reuters
@mashable
@time
@washingtonpost

Top Tweeters in G3:
@arkangelscrap
@sectest9
@guardian
@chidambara09
@rosenchild
@evanderburg
@calcaware
@machinelearnflx
@data_nerd
@akwyz

Top Tweeters in G4:
@existenciala
@betrayed_pets
@cnn
@infopronetwork
@marisol_bcn69
@igorcarron
@sfgate
@businesstimes
@z_eisberg
@smithsonianmag

Top Tweeters in G5:
@evankirstel
@billnigh
@ken_crichlow
@richsimmondsza
@trippbraden
@julienramauge
@agirregabiria
@mrcellaneous
@bdsharmas
@dzhray

Top Tweeters in G6:
@carlesdijous
@estream_studios
@freshsalis
@mycomfor
@techjunkiejh
@wtbdavidg
@alantonelson
@888ico
@vichit2017
@hvpernews

Top Tweeters in G7:
@robinsnewswire
@nosqldigest
@biconnections
@startupsbot
@jgionova
@djwarrenyoung
@italiastartup_
@yvesmulkers
@7wdata
@miamipapers

Top Tweeters in G8:
@thudao76
@heelleclech
@xstarfirekory
@mariaga48824644
@kloubear88
@pippaprice3
@xavc67
@mrwnesn07
@taouirika
@mwayumax

Top Tweeters in G9:
@ele9061
@parvez1
@mench90
@touchme4youle
@serpil_ozguven
@kelechiahaneku
@irpod5
@hatzbymm
@fordazcas
@agustinfloresv

Top Tweeters in G10:
@howardstrauber
@bindas_bol_
@tamaramccleary
@therealautoblog
@traderpburns
@evaandri8
@ramanpa16942762
@inversedotcom
@germaniod
@mobisit