#selfdrivingcars, Twitter, 10/2/2019 7:17:59 PM, 211689


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#selfdrivingcars_2019-10-02_11-00-46.xlsx
#selfdrivingcars_2019-10-02_11-00-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 02, 2019
Short Description:
#selfdrivingcars via NodeXL http://bit.ly/2nKBoS0
@robotconsumer
@mercedesbenz
@jeroenbartelse
@mikequindazzi
@evankirstel
@guidaautonoma
@wef
@mvollmer1
@haroldsinnott
@driverlessnow

Top hashtags:
#selfdrivingcars
#ai
#iot
#autonomousvehicles
#selfdriving

Description:
Description
The graph represents a network of 2,599 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, 02 October 2019 at 18:02 UTC.

The requested start date was Wednesday, 02 October 2019 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 14-day, 14-hour, 7-minute period from Tuesday, 17 September 2019 at 09:02 UTC to Tuesday, 01 October 2019 at 23:09 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 : 2599
Unique Edges : 5152
Edges With Duplicates : 3090
Total Edges : 8242
Number of Edge Types : 3
Mentions : 7329
Tweet : 873
Replies to : 40
Self-Loops : 873
Reciprocated Vertex Pair Ratio : 0.0152284263959391
Reciprocated Edge Ratio : 0.03
Connected Components : 211
Single-Vertex Connected Components : 138
Maximum Vertices in a Connected Component : 2263
Maximum Edges in a Connected Component : 7862
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.586009
Graph Density : 0.000829359074269401
Modularity : 0.460083
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://www.forbes.com/sites/lanceeliot/2019/09/17/forget-about-self-driving-cars-just-make-a-robot-that-can-drive/#1816fd6fc94d
[27] https://www.futurity.org/self-driving-cars-cost-survey-2165852/
[26] https://domenclature.typeform.com/to/md2L46
[24] https://www.forbes.com/sites/lanceeliot/2019/09/22/could-a-start-up-entrepreneur-invent-a-self-driving-car-in-their-garage/
[18] https://www.ft.com/content/5667d818-d932-11e9-8f9b-77216ebe1f17
[18] https://www.forbes.com/sites/lanceeliot/2019/09/19/why-railroad-crossings-are-a-grave-danger-for-self-driving-cars/
[17] https://www.aisoma.de/8-useful-industry-4-0-slides/
[16] https://www.reuters.com/article/us-autos-autonomous-phantom-focus/nimble-tech-firms-must-adapt-as-promised-self-driving-revolution-hits-speed-bumps-idUSKBN1W81AE
[16] https://roadshow.co/1pYXND
[16] https://hbr.org/2019/09/automation-isnt-about-to-make-truckers-obsolete

Top URLs in Tweet in G1:
[18] https://www.forbes.com/sites/lanceeliot/2019/09/17/forget-about-self-driving-cars-just-make-a-robot-that-can-drive/#1816fd6fc94d
[17] https://www.futurity.org/self-driving-cars-cost-survey-2165852/
[16] https://www.aisoma.de/8-useful-industry-4-0-slides/
[15] https://www.reuters.com/article/us-autos-autonomous-phantom-focus/nimble-tech-firms-must-adapt-as-promised-self-driving-revolution-hits-speed-bumps-idUSKBN1W81AE
[14] https://www.ft.com/content/5667d818-d932-11e9-8f9b-77216ebe1f17
[13] https://www.forbes.com/sites/lanceeliot/2019/09/19/why-railroad-crossings-are-a-grave-danger-for-self-driving-cars/
[13] https://www.linkedin.com/posts/friedel_hyundai-futuremobility-autonomousdriving-activity-6584299713644773376-wZeF
[12] https://www.bloomberg.com/tosv2.html?vid=&uuid=759706a0-def0-11e9-9ab9-1d0e9213ab84&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0yMy93dWhhbi1zdGVwcy11cC1jaGluYS1zLXJvYm9jYXItcHVzaC13aXRoLWxpY2Vuc2UtZm9yLWJhaWR1
[11] https://www.reuters.com/article/us-hyundai-motor-autonomous-aptiv-idUSKBN1W80WP
[11] https://roadshow.co/1pYXND

Top URLs in Tweet in G2:
[13] https://lionbridge.ai/articles/software-data-ethics-behind-autonomous-vehicles/
[10] https://www.technologyreview.com/f/613410/should-a-self-driving-car-protect-a-passenger-or-pedestrian-ideally-both/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-04-25
[8] https://www.statista.com/chart/13463/autonomous-cars_-how-would-you-spend-your-time/
[8] https://insidebigdata.com/2019/07/30/big-data-and-the-future-of-self-driving-cars/
[7] https://www.forbes.com/sites/lanceeliot/2019/09/17/forget-about-self-driving-cars-just-make-a-robot-that-can-drive/#1816fd6fc94d
[6] https://www.futurity.org/self-driving-cars-cost-survey-2165852/
[6] https://www.euronews.com/2019/09/23/nimble-tech-firms-must-adapt-as-promised-self-driving-revolution-hits-speed-bumps
[6] http://www3.weforum.org/docs/39655_CREATIVE-DISRUPTION.pdf
[5] https://www.macitynet.it/ricarica-apple-car-robot-project-titan/
[5] https://auto.everyeye.it/notizie/tesla-pronta-lanciare-batterie-durano-20-anni-1-6-milioni-km-401323.html

Top URLs in Tweet in G3:
[2] https://www.daimler.com/innovation/case/autonomous/safety-first-for-automated-driving-2.html
[1] https://twitter.com/i/web/status/1177612611577356291
[1] https://twitter.com/i/web/status/1176526741738852352
[1] https://www.daimler.com/innovation/case/autonomous/reinventing-safety-2.html
[1] https://twitter.com/i/web/status/1173325707595976705
[1] https://www.daimler.com/innovation/case/autonomous/drive-pilot-2.html
[1] https://interestingengineering.com/audi-shares-study-on-autonomous-cars-and-just-how-welcome-they-would-be
[1] https://jalopnik.com/this-is-what-a-state-of-the-art-self-driving-car-sees-v-1834443143?utm_medium=sharefromsite&utm_source=jalopnik_twitter&utm_campaign=top
[1] https://www.linkedin.com/slink?code=gBM9tuh
[1] https://twitter.com/i/web/status/1174937915526266881

Top URLs in Tweet in G4:
[24] https://domenclature.typeform.com/to/md2L46
[15] https://saviorlabs.com/hacking-the-future-of-autonomous-cars-are-we-there-yet/
[11] http://VehicularArts.com
[7] https://t.co/23VwNQhfx2
[6] https://techcrunch.com/2019/09/23/aptiv-and-hyundai-form-new-joint-venture-focused-on-autonomous-driving/
[6] https://insights.hyperionsearch.co.uk/post/102fre4/fords-autonomous-vehicles-are-coming-to-austin-texas-and-so-are-hyperion
[5] https://www.forbes.com/sites/lanceeliot/2019/09/17/forget-about-self-driving-cars-just-make-a-robot-that-can-drive/#1816fd6fc94d
[5] https://www.forbes.com/sites/lanceeliot/2019/09/22/could-a-start-up-entrepreneur-invent-a-self-driving-car-in-their-garage/
[5] http://feedproxy.google.com/~r/Techcrunch/~3/UUsxVGVwQ5Q/
[4] https://t.co/v2vMaCFNCc

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1174707494653964288
[1] https://twitter.com/i/web/status/1174869137111289858
[1] https://twitter.com/i/web/status/1176963758264135680
[1] https://www.forbes.com/sites/lanceeliot/2019/09/17/forget-about-self-driving-cars-just-make-a-robot-that-can-drive/#1816fd6fc94d

Top URLs in Tweet in G6:
[8] https://twinybots.ch/
[7] https://www.forbes.com/sites/lanceeliot/2019/09/22/could-a-start-up-entrepreneur-invent-a-self-driving-car-in-their-garage/
[3] http://href.li/?http://eunsetee.com/BbgQ
[3] https://www.alabamanews.net/2019/09/26/the-future-of-self-driving-cars-in-alabama/
[2] http://www.scoop.it/t/iot-testandverificationsolutions
[2] https://www.bianchipr.com/war-talent-pr-can-help-automotive-suppliers-win/
[2] http://theherdlocker.com/tweet/popularity/selfDrivingCars
[1] https://twitter.com/i/web/status/1173914745801326593
[1] https://twitter.com/i/web/status/1171128286568542208
[1] https://www.forbes.com/sites/lanceeliot/2019/09/17/forget-about-self-driving-cars-just-make-a-robot-that-can-drive/#2363d0a1c94d

Top URLs in Tweet in G7:
[6] https://www.youtube.com/watch?v=PRg5RNU_JLk&feature=youtu.be

[3] https://www.forbes.com/sites/alanohnsman/2019/08/15/ups-joins-self-driving-race-by-investing-in-autonomous-tech-startup-tusimple/
[2] https://scitechdaily.com/self-driving-vehicles-a-reality-today-with-optimus-ride/
[1] https://www.forbes.com/sites/alanohnsman/2019/09/25/self-driving-startup-embark-raises-70-million-opens-freight-hubs-for-robot-big-rigs/
[1] https://twitter.com/i/web/status/1177564041490948097
[1] https://www.prolificlondon.co.uk/marketing-tech-news/tech-news/2019/09/flying-taxi-companies-start-buying-london-rooftops?utm_source=Prolific
[1] London
[1] Subscribers&utm_campaign=3deecef99a-EMAIL_CAMPAIGN_2019_09_30_10_13&utm_medium=email&utm_term=0_31482b5f10-3deecef99a-153721985
[1] https://twitter.com/Ronald_vanLoon/status/1158997362704076803
[1] https://www.weforum.org/agenda/2019/01/guide-dogs-respond-better-than-some-humans-to-autonomous-robots/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1177564280759181312
[1] https://twitter.com/i/web/status/1177867225841188869
[1] https://twitter.com/i/web/status/1173942442892152833
[1] https://twitter.com/i/web/status/1177251223961030658
[1] https://twitter.com/i/web/status/1174234215287799808
[1] https://twitter.com/i/web/status/1174230515777490944
[1] https://drivenby.ai/2019/09/17/announcing-the-driven-showcase-stratford-27-september-to-4-october-2019/
[1] https://twitter.com/i/web/status/1174591727900024832

Top URLs in Tweet in G9:
[2] https://sanfrancisco.cbslocal.com/2019/09/18/7-5m-federal-grant-awarded-for-contra-costa-autonomous-vehicle-projects/
[1] https://twitter.com/i/web/status/1174534249015205888
[1] https://twitter.com/i/web/status/1173911827006337024
[1] https://twitter.com/i/web/status/1177330452803121152
[1] https://twitter.com/i/web/status/1176911856218198016
[1] https://www.outsight.tech/
[1] http://www.hdmotori.it/2019/09/17/tesla-model-s-nurburgring-porsche-taycan-tempo/
[1] https://www.macitynet.it/ricarica-apple-car-robot-project-titan/
[1] https://www.ft.com/content/5667d818-d932-11e9-8f9b-77216ebe1f17
[1] https://www.theengineer.co.uk/uk-cav-security-driverless/

Top URLs in Tweet in G10:
[9] https://datafloq.com/read/where-is-cybersecurity-headed-for-autonomous-vehic/6891
[6] https://www.axios.com/ceo-gm-sell-million-electrics-year-c9f18804-50f2-47fb-92a5-dbc1297020b8.html
[3] https://semiengineering.com/week-in-review-iot-security-autos-10/
[2] https://thehill.com/policy/transportation/463126-cyber-rules-for-self-driving-cars-stall-in-congress
[1] https://www.forbes.com/sites/thomasbrewster/2019/08/25/hacker-claims-he-can-immobilize-25000-cars-at-the-push-of-a-button/?ss=cybersecurity&_lrsc=7deb24ee-42e7-4580-8db3-ebde7f2ec52b&utm_source=elevate&utm_medium=twitter#461409927718
[1] https://www.theengineer.co.uk/uk-cav-security-driverless/
[1] https://twitter.com/i/web/status/1173951245607821312

Top Domains
Top Domains in Tweet in Entire Graph:
[589] twitter.com
[185] forbes.com
[39] reuters.com
[38] linkedin.com
[36] bloomberg.com
[33] techcrunch.com
[32] aci.it
[29] co.uk
[29] theverge.com
[27] futurity.org

Top Domains in Tweet in G1:
[107] twitter.com
[96] forbes.com
[34] reuters.com
[31] bloomberg.com
[17] futurity.org
[17] linkedin.com
[16] aisoma.de
[14] ft.com
[11] techcrunch.com
[11] roadshow.co

Top Domains in Tweet in G2:
[194] twitter.com
[30] forbes.com
[22] aci.it
[19] ansa.it
[15] theverge.com
[14] everyeye.it
[13] lionbridge.ai
[11] medium.com
[10] technologyreview.com
[9] weforum.org

Top Domains in Tweet in G3:
[4] twitter.com
[4] daimler.com
[1] interestingengineering.com
[1] jalopnik.com
[1] linkedin.com

Top Domains in Tweet in G4:
[119] twitter.com
[34] forbes.com
[24] typeform.com
[17] t.co
[16] co.uk
[15] saviorlabs.com
[12] techcrunch.com
[11] vehiculararts.com
[10] aci.it
[10] linkedin.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] forbes.com

Top Domains in Tweet in G6:
[76] twitter.com
[13] forbes.com
[8] twinybots.ch
[7] linkedin.com
[3] href.li
[3] medium.com
[3] co.uk
[3] alabamanews.net
[3] pioneeringminds.com
[2] youtube.com

Top Domains in Tweet in G7:
[17] twitter.com
[6] forbes.com
[6] youtube.com
[2] scitechdaily.com
[1] co.uk
[1] weforum.org
[1] tweetedtimes.com
[1] wsj.com
[1] medicalnewstoday.com
[1] aisoma.de

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

Top Domains in Tweet in G9:
[7] twitter.com
[2] cbslocal.com
[2] hdmotori.it
[2] forbes.com
[1] outsight.tech
[1] macitynet.it
[1] ft.com
[1] co.uk
[1] thespoon.tech
[1] straitstimes.com

Top Domains in Tweet in G10:
[9] datafloq.com
[6] axios.com
[3] semiengineering.com
[2] thehill.com
[1] forbes.com
[1] co.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2946] selfdrivingcars
[1530] ai
[1096] iot
[1037] autonomousvehicles
[595] selfdriving
[471] autonomous
[463] 5g
[370] robotics
[315] driverless
[272] bigdata



Top Hashtags in Tweet in G1:
[730] selfdrivingcars
[365] ai
[353] autonomousvehicles
[258] selfdriving
[208] iot
[178] automotive
[110] driverless
[70] fintech
[69] insurtech
[69] autonomousdriving

Top Hashtags in Tweet in G2:
[835] selfdrivingcars
[721] ai
[675] iot
[371] 5g
[313] autonomousvehicles
[261] robotics
[229] autonomous
[225] bigdata
[183] selfdriving
[153] driverless

Top Hashtags in Tweet in G3:
[284] selfdrivingcars
[15] autonomousvehicles
[14] selfdriving
[4] daimler
[4] ai
[3] audi
[2] emobility
[2] autonomous
[2] automotive
[2] technologynews

Top Hashtags in Tweet in G4:
[485] selfdrivingcars
[271] ai
[195] autonomousvehicles
[161] iot
[99] autonomous
[92] selfdriving
[55] tech
[53] robotics
[41] driverless
[37] machinelearning

Top Hashtags in Tweet in G5:
[180] selfdrivingcars
[118] audi
[118] ev
[66] autonomousvehicles
[59] drones
[59] conceptcar
[49] ai
[49] autonomouscars
[28] tesla
[23] selfdriving

Top Hashtags in Tweet in G6:
[155] selfdrivingcars
[24] autonomousvehicles
[20] ai
[13] technology
[11] iot
[9] selfdriving
[9] robotics
[9] artificialintelligence
[8] tesla
[8] fintech

Top Hashtags in Tweet in G7:
[89] selfdrivingcars
[52] ai
[47] autonomous
[27] volvo
[26] nextgeneration
[25] autonomousvehicles
[21] finserv
[21] future
[17] tech
[17] iot

Top Hashtags in Tweet in G8:
[8] driven
[7] selfdrivingcars
[4] autonomousvehicles
[3] oxford
[3] cav
[1] iot
[1] automotive
[1] oxfordshire
[1] drivenbyai
[1] innovation

Top Hashtags in Tweet in G9:
[33] selfdrivingcars
[10] autonomousvehicles
[9] ai
[7] lidar
[7] iot
[6] holistic
[6] city
[6] highway
[6] interstate
[6] traffic

Top Hashtags in Tweet in G10:
[14] selfdrivingcars
[10] cybersecurity
[9] autonomousvehicles
[6] ev
[6] electricvehicles
[4] iot
[3] infosec
[2] congress
[2] policy
[2] legislation

Top Words
Top Words in Tweet in Entire Graph:
[2495] Words in Sentiment List#1: Positive
[986] Words in Sentiment List#2: Negative
[18] Words in Sentiment List#3: Angry/Violent
[92549] Non-categorized Words
[96030] Total Words
[3455] gt
[2946] #selfdrivingcars
[1543] #ai
[1152] driving
[1096] #iot

Top Words in Tweet in G1:
[730] #selfdrivingcars
[592] driving
[568] self
[541] jeroenbartelse
[365] #ai
[353] #autonomousvehicles
[318] gt
[277] cars
[258] #selfdriving
[230] future

Top Words in Tweet in G2:
[2643] gt
[835] #selfdrivingcars
[803] mikequindazzi
[733] #ai
[675] #iot
[371] #5g
[313] #autonomousvehicles
[261] #robotics
[230] #autonomous
[225] #bigdata

Top Words in Tweet in G3:
[284] #selfdrivingcars
[245] mercedesbenz
[236] key
[236] shared
[235] electromagnetic
[235] compatibility
[235] emc
[235] prerequisite
[235] connectivity
[235] services

Top Words in Tweet in G4:
[485] #selfdrivingcars
[436] gt
[272] #ai
[198] driving
[195] #autonomousvehicles
[166] guidaautonoma
[161] #iot
[149] self
[122] mikequindazzi
[118] autonomous

Top Words in Tweet in G5:
[180] #selfdrivingcars
[166] evankirstel
[118] bond
[118] #ev
[114] road
[67] self
[67] driving
[66] #autonomousvehicles
[61] uses
[61] headlights

Top Words in Tweet in G6:
[155] #selfdrivingcars
[70] driving
[63] self
[46] cars
[24] #autonomousvehicles
[20] #ai
[17] autonomous
[17] now
[14] car
[14] future

Top Words in Tweet in G7:
[123] enricomolinari
[89] #selfdrivingcars
[63] intengineering
[57] ty
[52] #ai
[47] #autonomous
[27] #volvo
[26] unveils
[26] #nextgeneration
[26] semi

Top Words in Tweet in G8:
[38] nominet
[34] oxbotica
[27] good
[27] news
[27] extremely
[27] profitable
[27] profit
[27] company
[27] putting
[27] wholesale

Top Words in Tweet in G9:
[33] #selfdrivingcars
[20] guidaautonoma
[10] #autonomousvehicles
[9] #ai
[8] ravikikan
[7] fascinating
[7] illustration
[7] deep
[7] learning
[7] #lidar

Top Words in Tweet in G10:
[14] #selfdrivingcars
[14] cybersecboardrm
[11] autonomous
[11] vehicles
[10] #cybersecurity
[9] cybersecurity
[9] headed
[9] #autonomousvehicles
[8] #c
[6] ceo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2215] gt,gt
[1010] self,driving
[508] #ai,#iot
[496] mikequindazzi,gt
[366] #selfdrivingcars,#ai
[366] driving,cars
[270] electromagnetic,compatibility
[270] compatibility,emc
[270] emc,key
[270] key,prerequisite

Top Word Pairs in Tweet in G1:
[568] self,driving
[218] driving,cars
[180] gt,gt
[144] future,#selfdrivingcars
[143] #autonomousvehicles,#selfdriving
[143] #ai,#autonomousvehicles
[142] close,future
[142] #selfdrivingcars,wef
[141] #selfdriving,#iot
[140] #iot,#automotive

Top Word Pairs in Tweet in G2:
[1723] gt,gt
[373] mikequindazzi,gt
[338] #ai,#iot
[233] #selfdrivingcars,#ai
[143] wef,mikequindazzi
[139] gt,wef
[134] #iot,#autonomousvehicles
[129] mikequindazzi,#selfdrivingcars
[124] #ai,defining
[124] defining,#futureofwork

Top Word Pairs in Tweet in G3:
[235] electromagnetic,compatibility
[235] compatibility,emc
[235] emc,key
[235] key,prerequisite
[235] prerequisite,connectivity
[235] connectivity,#selfdrivingcars
[235] #selfdrivingcars,shared
[235] shared,services
[231] mercedesbenz,electromagnetic
[231] services,#emo

Top Word Pairs in Tweet in G4:
[278] gt,gt
[145] self,driving
[103] #ai,#iot
[98] #selfdrivingcars,#ai
[66] #autonomousvehicles,#selfdrivingcars
[62] driving,cars
[51] mikequindazzi,gt
[50] autonomous,vehicles
[37] com,buy
[37] buy,now

Top Word Pairs in Tweet in G5:
[67] self,driving
[59] bond,james
[59] james,bond
[59] bond,#audi's
[59] #audi's,self
[59] driving,road
[59] road,#ev
[59] #ev,uses
[59] uses,#drones
[59] #drones,headlights

Top Word Pairs in Tweet in G6:
[61] self,driving
[34] driving,cars
[13] driving,car
[9] #selfdriving,#selfdrivingcars
[8] #selfdrivingcars,#autonomousvehicles
[8] start,up
[8] up,entrepreneur
[8] entrepreneur,invent
[8] invent,self
[8] car,garage

Top Word Pairs in Tweet in G7:
[45] ty,intengineering
[45] intengineering,enricomolinari
[28] enricomolinari,#selfdrivingcars
[26] #volvo,unveils
[26] unveils,#nextgeneration
[26] #nextgeneration,#autonomous
[26] #autonomous,semi
[26] semi,truck
[24] enricomolinari,#volvo
[21] truck,ty

Top Word Pairs in Tweet in G8:
[27] good,news
[27] news,extremely
[27] extremely,profitable
[27] profitable,profit
[27] profit,company
[27] company,nominet
[27] nominet,putting
[27] putting,wholesale
[27] wholesale,domain
[27] domain,prices

Top Word Pairs in Tweet in G9:
[8] #selfdrivingcars,#ai
[7] fascinating,illustration
[7] illustration,deep
[7] deep,learning
[7] learning,#lidar
[7] #lidar,perception
[7] perception,#selfdrivingcars
[7] #ai,#iot
[6] way,#selfdrivingcars
[6] #selfdrivingcars,sense

Top Word Pairs in Tweet in G10:
[11] autonomous,vehicles
[9] cybersecurity,headed
[9] headed,autonomous
[9] vehicles,#autonomousvehicles
[9] #autonomousvehicles,#selfdrivingcars
[8] cybersecboardrm,cybersecurity
[8] #selfdrivingcars,#c
[6] ceo,mary
[6] mary,barra
[6] barra,gm

Top Replied-To
Top Replied-To in Entire Graph:
@guidaautonoma
@digitaltrends
@waymo
@tesla
@garymarcus
@alvinfoo
@gmcarabia
@haroldsinnott
@paula_piccard
@yang_hologram

Top Replied-To in G1:
@guidaautonoma
@digitaltrends
@alvinfoo
@_psharp
@driverlessnow

Top Replied-To in G2:
@waymo
@tesla
@haroldsinnott
@paula_piccard
@mikequindazzi
@shane_rosstd

Top Replied-To in G3:
@mercedesbenz

Top Replied-To in G4:
@gmcarabia
@hyundai
@yang_hologram
@andrewyang
@danileis
@ford
@volvocars
@hyundai_global

Top Replied-To in G7:
@tesla
@volvotrucks
@enricomolinari

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@jeroenbartelse
@guidaautonoma
@wef
@mercedesbenz
@evankirstel
@tictoc
@haroldsinnott
@paula_piccard
@mvollmer1

Top Mentioned in G1:
@jeroenbartelse
@wef
@paula_piccard
@mvollmer1
@business
@2025ad
@mikequindazzi
@spirosmargaris
@forbes
@supercarblondie

Top Mentioned in G2:
@mikequindazzi
@guidaautonoma
@wef
@tictoc
@haroldsinnott
@juniperresearch
@nissan
@statistacharts
@mikeq
@pewresearch

Top Mentioned in G3:
@mercedesbenz
@daimler
@bmwgroup
@propelmee
@hyundaieurope
@guidaautonoma
@evankirstel
@sanjayah
@boschglobal

Top Mentioned in G4:
@guidaautonoma
@mikequindazzi
@pdparisi
@jeroenbartelse
@wef
@autoautoai
@domenclature
@uber
@tuautomotive
@vsi_labs

Top Mentioned in G5:
@evankirstel
@marcusborba
@pascal_bornet
@jeroenbartelse
@mikequindazzi
@haroldsinnott
@tictoc
@wef
@nissan
@wadhwa

Top Mentioned in G6:
@imshubhjain1996
@realgeorge_k
@appthisway

Top Mentioned in G7:
@enricomolinari
@intengineering
@volvo
@wef
@ronald_vanloon
@jeroenbartelse
@diofavatas
@mikequindazzi
@fklivestolearn
@futurism

Top Mentioned in G8:
@nominet
@oxbotica
@mythic_beasts
@culhamsc
@axa_xl
@telefonica
@newsfromtrl
@uniofoxford
@ukaeaofficial
@oxfordshirecc

Top Mentioned in G9:
@guidaautonoma
@motorious_tv
@nyc_d
@ccta
@ravikikan
@pe
@wisdomplexus
@richardeudes
@usdot
@tictoc

Top Mentioned in G10:
@cybersecboardrm
@semiengineering
@_rpmconsulting_
@corix_jc
@forbes
@guidaautonoma

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@piyuanker12
@mlnangalama
@defendressofsan
@w_angels_wings
@gamergeeknews
@deejayiwan
@startupsbot
@evankirstel

Top Tweeters in G1:
@sectest9
@dancas2
@businessinsider
@rvp
@fintechna
@business
@swissbusiness
@calcaware
@reuters
@nytimes

Top Tweeters in G2:
@arkangelscrap
@deejayiwan
@chidambara09
@itknowingness
@santchiweb
@myloc_tracker
@sharerussharing
@nancyrubin
@nomoreslaves
@gezgintrk

Top Tweeters in G3:
@mspan10
@amazingchevvolt
@sdmcardenadenis
@rickjr2448883
@dv_martinez
@edimosip
@fahaddahmed
@mahmad4457
@trafalgarzul
@kdvdj97

Top Tweeters in G4:
@gamergeeknews
@thehill
@iam__network
@mashable
@marketwatch
@ft
@cnet
@usashopper
@vegasbill
@ankitc265

Top Tweeters in G5:
@piyuanker12
@evankirstel
@richsimmondsza
@ghofmar
@thepainterflynn
@markburgerenerg
@sergimagugliani
@trippbraden
@colorstreamedia
@padididit

Top Tweeters in G6:
@mlnangalama
@freshsalis
@diabeticcyborgg
@webduniacheck
@lalakristiansen
@amruthasuri
@robinyearsley
@dev_topics
@alnewsnetwork
@hubskihose

Top Tweeters in G7:
@aldoceccarelli
@gvalan
@smoothsale
@vivmilano
@honda
@wrix2
@drferdowsi
@ene3112
@enrirosasdiaz
@fmfrancoise

Top Tweeters in G8:
@fgr62
@barjanski
@fanf
@speedysticks007
@georgefreemanmp
@stripeycaptain
@rsmck
@cartesiandaemon
@athanspod
@micha

Top Tweeters in G9:
@startupsbot
@into_ai
@rautsan
@davidshepardson
@jayeshmthakur
@bigdata_fr
@healingheatthpy
@motorious_tv
@ravikikan
@analyticsfrance

Top Tweeters in G10:
@daretothink53
@cybersec_feeds
@cybersecboardrm
@2ndleprechaun
@avrohomg
@retweet49751068
@sandy_moon2003
@scottbvs
@jonclifton10
@kingpyegonn


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