(Autonomous Vehicles) OR (Self driving car) OR (Google Car), Twitter, 12/18/2019 4:53:16 AM, 219035
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(Autonomous Vehicles) OR (Self driving car) OR (Google Car)_2019-12-17_18-35-08.xlsx
(Autonomous Vehicles) OR (Self driving car) OR (Google Car)_2019-12-17_18-35-08.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
December 18, 2019
Short Description:
(Autonomous Vehicles) OR (Self driving car) OR (Google Car) via NodeXL http://bit.ly/2PZp227
@brenttoderian
@google
@glenmeyerowitz
@shaun_vids
@mtsw
@towballdan
@muddybike
@l2bnmvp
@forbes
@mvollmer1

Top hashtags:
#iot
#5g
#autonomous
#autonomousvehicles
#tech
#ai

Description:
Description
The graph represents a network of 5,519 Twitter users whose tweets in the requested range contained "(Autonomous Vehicles) OR (Self driving car) OR (Google Car)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 December 2019 at 02:36 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 18-hour, 50-minute period from Saturday, 14 December 2019 at 18:54 UTC to Tuesday, 17 December 2019 at 13:44 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 : 5519
Unique Edges : 6262
Edges With Duplicates : 782
Total Edges : 7044
Number of Edge Types : 3
Mentions : 5041
Tweet : 1432
Replies to : 571
Self-Loops : 1432
Reciprocated Vertex Pair Ratio : 0.0082058933233868
Reciprocated Edge Ratio : 0.0162782093969663
Connected Components : 1419
Single-Vertex Connected Components : 868
Maximum Vertices in a Connected Component : 2145
Maximum Edges in a Connected Component : 3334
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 8.05517
Graph Density : 0.000177514548082308
Modularity : 0.798443
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 5,519 Twitter users whose tweets in the requested range contained "(Autonomous Vehicles) OR (Self driving car) OR (Google Car)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 December 2019 at 02:36 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 18-hour, 50-minute period from Saturday, 14 December 2019 at 18:54 UTC to Tuesday, 17 December 2019 at 13:44 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 : (Autonomous Vehicles) OR (Self driving car) OR (Google Car)
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:
[102] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1576260052
[89] https://techcrunch.com/2019/12/16/arbe-raises-32-million-to-bring-its-high-resolution-radar-to-autonomous-vehicles/
[52] https://www.fastcompany.com/3064539/self-driving-mercedes-will-be-programmed-to-sacrifice-pedestrians-to-save-the-driver
[40] https://gigazine.net/news/20151217-george-hotz-build-self-driving-car/
[36] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1576511368
[35] https://www.zdnet.com/article/is-5g-the-missing-link-for-autonomous-vehicles-smart-cities-and-a-brave-new-world/
[34] https://9to5google.com/2019/12/16/google-maps-electric-charging/
[29] https://www.engadget.com/2019/12/15/google-maps-ev-charging-station-filters/
[25] https://twinybots.ch/
[22] https://twitter.com/ravikikan

Top URLs in Tweet in G1:
[57] https://techcrunch.com/2019/12/16/arbe-raises-32-million-to-bring-its-high-resolution-radar-to-autonomous-vehicles/
[24] https://www.engadget.com/2019/12/15/google-maps-ev-charging-station-filters/
[18] https://techcrunch.com/2019/12/16/arbe-raises-32-million-to-bring-its-high-resolution-radar-to-autonomous-vehicles/?utm_source=dlvr.it&utm_medium=twitter
[16] https://twinybots.ch/
[14] https://www.engadget.com/2019/12/15/google-maps-ev-charging-station-filters/?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.zdnet.com/article/is-5g-the-missing-link-for-autonomous-vehicles-smart-cities-and-a-brave-new-world/
[14] https://lifehacker.com/how-to-find-a-compatible-electric-car-charging-station-1840461143
[11] https://www.fastcompany.com/3064539/self-driving-mercedes-will-be-programmed-to-sacrifice-pedestrians-to-save-the-driver
[10] https://play.google.com/store/apps/details?id=com.dailymail.online
[9] https://9to5google.com/2019/12/16/google-maps-electric-charging/

Top URLs in Tweet in G2:
[1] https://twitter.com/shaun_vids/status/1206252788231147521
[1] https://www.npr.org/2019/11/07/777438412/feds-say-self-driving-uber-suv-did-not-recognize-jaywalking-pedestrian-in-fatal-

Top URLs in Tweet in G3:
[12] https://techcrunch.com/2019/12/16/arbe-raises-32-million-to-bring-its-high-resolution-radar-to-autonomous-vehicles/
[9] https://www.zdnet.com/article/is-5g-the-missing-link-for-autonomous-vehicles-smart-cities-and-a-brave-new-world/
[8] https://medium.com/p/another-self-driving-car-accident-another-ai-development-lesson-b2ce3dbb4444
[7] https://venturebeat.com/2019/12/15/yandex-is-developing-lidar-sensors-and-a-camera-for-self-driving-vehicles/
[5] https://asia.nikkei.com/Business/Automobile/Honda-to-debut-Japan-s-first-eyes-off-self-driving-car-next-year
[4] https://www.zdnet.com/article/make-autonomous-vehicles-a-reality-with-arm/?ftag=COS-05-10aaa0g&taid=5df55487efe88c0001d60636&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.inc.com/magazine/202002/lauren-barack/5g-transportation-autonomous-vehicles-self-driving-trucks-freight-delivery.html
[4] https://towardsdatascience.com/3d-object-detection-for-autonomous-vehicles-b5f480e40856
[4] http://learnstartup.net/p/Ae__E4j9N/selfdrivingcar/?utm_source=1
[3] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1576260052

Top URLs in Tweet in G4:
[5] https://www.websystemer.no/self-driving-car-finding-lane-lines/
[2] https://www.youtube.com/watch?v=npokzYKWPQc&feature=youtu.be

[2] https://twitter.com/TanielaLatu/status/1206485306846826496
[1] http://tesla.com
[1] https://www.bbc.com/news/world-africa-50812616
[1] https://twitter.com/androm3da42/status/1206403007707041792
[1] https://www.theguardian.com/global-development/2019/dec/16/apple-and-google-named-in-us-lawsuit-over-congolese-child-cobalt-mining-deaths
[1] https://www.cnbc.com/2019/10/20/electric-car-prices-finally-in-reach-of-millennial-gen-z-buyers.html
[1] https://driving.ca/auto-news/news/theres-now-a-125-fine-for-parking-a-gas-car-in-an-ev-spot-in-ontario
[1] https://www.businessinsider.com/tesla-versus-other-car-companies-factories-comparison-global-international-2019-12

Top URLs in Tweet in G5:
[1] https://twitter.com/colvilleandersn/status/1205803789841784833
[1] http://www.thisisplace.org/i/?id=e25957e4-3960-4999-9eb0-06852497847a
[1] https://jalopnik.com/zombie-miles-and-napa-weekends-how-a-week-with-chauffe-1839648416?mc_cid=17970e9ab5&mc_eid=c05475bba5
[1] https://www.seattletimes.com/opinion/sound-transits-expansion-will-be-obsolete-before-its-built/
[1] https://twitter.com/BrentToderian/status/1205348645110870017

Top URLs in Tweet in G6:
[95] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1576260052
[33] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1576511368
[13] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1576251444
[4] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/
[3] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1575647904
[3] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-12-14
[2] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1575899828
[2] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-12-17
[2] https://www.technologyreview.com/s/612341/a-global-ethics-study-aims-to-help-ai-solve-the-self-driving-trolley-problem/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-12-16
[1] https://twitter.com/techreview/status/1205938460797874177

Top URLs in Tweet in G7:
[1] https://twitter.com/JoTechTracker/status/1190522412695244800
[1] https://twitter.com/JoTechTracker/status/1183847647439929350?s=19
[1] https://punchng.com/alleged-car-theft-court-orders-arrest-arraignment-of-naira-marley/

Top URLs in Tweet in G8:
[14] https://techcrunch.com/2019/12/16/arbe-raises-32-million-to-bring-its-high-resolution-radar-to-autonomous-vehicles/
[6] https://www.linkedin.com/slink?code=ek6Gyz9
[6] https://www.linkedin.com/slink?code=ehF--Rb
[3] https://thehill.com/policy/cybersecurity/472889-advocates-rally-on-capitol-hill-for-self-driving-car-legislation
[2] https://medium.com/yandex-self-driving-car/introducing-in-house-lidars-for-our-self-driving-vehicles-f8e7f47522a8
[2] https://www.inc.com/magazine/202002/lauren-barack/5g-transportation-autonomous-vehicles-self-driving-trucks-freight-delivery.html
[2] https://thehill.com/policy/transportation/automobiles/472341-wheels-begin-to-turn-on-self-driving-car-legislation
[1] https://youtu.be/1mYeZRkz1t0?linkId=100000009624078
[1] https://dy.si/dHLJK
[1] https://dy.si/u5gp8

Top URLs in Tweet in G9:
[1] https://meitystartuphub.in/updates/events

Top URLs in Tweet in G10:
[6] https://medium.com/@imispgh/autonomous-vehicles-need-to-have-accidents-to-develop-this-technology-2cc034abac9b
[6] https://medium.com/@imispgh/proposal-for-successfully-creating-an-autonomous-ground-or-air-vehicle-539bb10967b1
[3] https://www.forbes.com/sites/insights-teradata/2019/10/01/deepmap-is-helping-autonomous-cars-find-their-place-in-the-world/?utm_source=TWITTER&utm_medium=social&utm_content=2869652495&utm_campaign=sprinklrForbesMainTwitter#6c56d66b3dee?
[3] https://www.forbes.com/sites/gilpress/2019/12/16/would-you-trust-an-autonomous-vehicle-70-of-americans-say-no-72-of-chinese-say-yes/
[3] https://flipboard.com/@Medium/self-driving-car-finding-lane-lines/f-7176767a6c%2Fmedium.com
[3] https://medium.com/predict/remote-control-for-autonomous-vehicles-a-far-worse-idea-than-the-use-of-public-shadow-safety-df2ad64772c6
[2] https://www.adamzuckerman.co/blog/autonomous-vehicles-should-choose-the-driver-over-pedestrians-in-life-or-death-situations?utm_content=buffer0f696&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.theverge.com/2019/12/9/21002911/mercedes-benz-bosch-self-driving-taxi-car-sclass-san-jose-autonomous
[2] http://dnpk.bibelausstellung-wuerzburg.de/self-driving-car-simulation.html
[2] https://bdan.campobase1000.it/self-driving-car-course.html

Top Domains
Top Domains in Tweet in Entire Graph:
[227] google.com
[175] technologyreview.com
[140] twitter.com
[127] techcrunch.com
[99] fastcompany.com
[91] com.tr
[68] co.uk
[60] reuters.com
[49] zdnet.com
[45] engadget.com

Top Domains in Tweet in G1:
[122] google.com
[88] techcrunch.com
[48] twitter.com
[38] engadget.com
[37] co.uk
[36] reuters.com
[32] fastcompany.com
[25] linkedin.com
[16] twinybots.ch
[14] techmeme.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] npr.org

Top Domains in Tweet in G3:
[22] zdnet.com
[15] medium.com
[12] techcrunch.com
[9] venturebeat.com
[6] twitter.com
[5] nikkei.com
[4] inc.com
[4] towardsdatascience.com
[4] learnstartup.net
[4] technologyreview.com

Top Domains in Tweet in G4:
[5] websystemer.no
[3] twitter.com
[2] youtube.com
[1] tesla.com
[1] bbc.com
[1] theguardian.com
[1] cnbc.com
[1] driving.ca
[1] businessinsider.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] thisisplace.org
[1] jalopnik.com
[1] seattletimes.com

Top Domains in Tweet in G6:
[158] technologyreview.com
[1] twitter.com
[1] askoshbetter.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] punchng.com

Top Domains in Tweet in G8:
[17] techcrunch.com
[12] linkedin.com
[10] dy.si
[5] thehill.com
[4] techmeme.com
[2] medium.com
[2] inc.com
[1] youtu.be
[1] mb4.me
[1] reuters.com

Top Domains in Tweet in G9:
[1] meitystartuphub.in

Top Domains in Tweet in G10:
[17] medium.com
[13] forbes.com
[5] flipboard.com
[5] stockdailydish.com
[3] twitter.com
[2] adamzuckerman.co
[2] theverge.com
[2] bibelausstellung-wuerzburg.de
[2] campobase1000.it
[2] metropolitiamo.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[221] iot
[189] 5g
[183] autonomous
[183] autonomousvehicles
[171] tech
[158] ai
[154] innovation
[135] smartcities
[107] automobile
[89] stpimotion



Top Hashtags in Tweet in G1:
[30] google
[22] tech
[17] iot
[14] ai
[14] internetofthings
[13] autonomous
[13] smartcity
[11] autonomousvehicles
[11] newcastle
[10] car

Top Hashtags in Tweet in G3:
[183] iot
[178] 5g
[145] innovation
[144] autonomousvehicles
[140] tech
[131] smartcities
[100] automobile
[89] ai
[79] autonomous
[48] automotive

Top Hashtags in Tweet in G4:
[5] deeplearning
[5] machinelearning
[5] opencv
[5] python
[3] selfdrivingcars
[2] stem
[2] ict
[2] tesla
[2] womenintech
[2] ict4kids

Top Hashtags in Tweet in G5:
[8] transport
[1] jevonsparadox
[1] inducedtraffic
[1] visionzero
[1] sundaymorning

Top Hashtags in Tweet in G6:
[2] selfdrivingcars
[1] autonomousvehicles
[1] aiethics

Top Hashtags in Tweet in G8:
[12] ai
[12] autonomous
[8] lidar
[6] mobility
[6] automotive
[5] autonomousdriving
[5] innovation
[5] electric
[4] selfdriving
[3] avs

Top Hashtags in Tweet in G9:
[89] stpimotion
[2] digitalindia
[1] stpistartupecosystem
[1] stpiindia
[1] stpicoes

Top Hashtags in Tweet in G10:
[50] autonomouscar
[49] selfdrivingcar
[10] selfdriving
[5] ai
[5] autonomousvehicles
[4] robot
[4] robotics
[3] paid
[3] selfdrivingcars
[3] driverless

Top Words
Top Words in Tweet in Entire Graph:
[5220] Words in Sentiment List#1: Positive
[2586] Words in Sentiment List#2: Negative
[340] Words in Sentiment List#3: Angry/Violent
[106060] Non-categorized Words
[113869] Total Words
[3096] car
[2136] driving
[1986] self
[1255] vehicles
[1103] autonomous

Top Words in Tweet in G1:
[612] car
[325] vehicles
[283] google
[274] autonomous
[248] driving
[232] self
[141] maps
[132] radar
[130] arbe
[129] high

Top Words in Tweet in G2:
[486] self
[486] driving
[480] car
[473] problem
[471] shaun_vids
[470] ai
[468] wish
[468] actually
[468] developed
[468] enough

Top Words in Tweet in G3:
[305] driving
[256] car
[242] self
[240] vehicles
[195] future
[183] #iot
[178] #5g
[178] autonomous
[145] #innovation
[144] #autonomousvehicles

Top Words in Tweet in G4:
[103] car
[88] driving
[83] self
[67] elonmusk
[38] made
[29] 30
[29] pm
[29] please
[28] year
[28] share

Top Words in Tweet in G5:
[182] one
[181] brenttoderian
[178] car
[157] driving
[155] self
[150] thought
[149] slows
[149] down
[149] safe
[149] speed

Top Words in Tweet in G6:
[180] car
[178] self
[177] driving
[167] techreview
[166] kill
[12] baby
[12] grandma
[12] depends
[12] re
[6] stop

Top Words in Tweet in G7:
[153] etc
[132] install
[132] gps
[132] trackers
[132] cars
[132] bikes
[132] trucks
[121] shut
[120] please
[120] y'all

Top Words in Tweet in G8:
[62] autonomous
[52] vehicles
[25] vehicle
[23] million
[22] driving
[22] car
[21] self
[21] radar
[20] techcrunch
[20] raises

Top Words in Tweet in G9:
[110] pune
[110] autonomous
[110] connected
[110] electric
[110] vehicles
[105] stpiindia
[93] shared
[89] #stpimotion
[89] focus
[89] creating

Top Words in Tweet in G10:
[85] driving
[84] car
[81] self
[52] autonomous
[50] #autonomouscar
[49] #selfdrivingcar
[44] vehicles
[38] forbes
[21] avs
[20] air

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1926] self,driving
[1535] driving,car
[734] autonomous,vehicles
[518] trolley,problem
[473] wish,self
[472] car,ai
[471] ethical,questions
[470] ai,actually
[470] actually,developed
[470] developed,enough

Top Word Pairs in Tweet in G1:
[228] autonomous,vehicles
[217] self,driving
[142] driving,car
[131] google,maps
[125] high,resolution
[124] resolution,radar
[116] 32,million
[114] raises,32
[112] radar,autonomous
[112] arbe,raises

Top Word Pairs in Tweet in G2:
[486] self,driving
[479] driving,car
[468] wish,self
[468] car,ai
[468] ai,actually
[468] actually,developed
[468] developed,enough
[468] enough,consider
[468] consider,trolley
[468] trolley,problem

Top Word Pairs in Tweet in G3:
[242] self,driving
[167] autonomous,vehicles
[139] #tech,#innovation
[134] vehicles,common
[134] common,future
[134] future,video
[134] #5g,#tech
[131] #innovation,#smartcities
[131] #smartcities,#iot
[113] driving,car

Top Word Pairs in Tweet in G4:
[83] self,driving
[71] driving,car
[27] princess,shanelle
[27] shanelle,11
[27] 11,year
[27] year,old
[27] old,cameroonian
[27] cameroonian,made
[27] made,ultrasonic
[27] ultrasonic,self

Top Word Pairs in Tweet in G5:
[155] self,driving
[151] driving,car
[149] thought,self
[149] car,slows
[149] slows,down
[149] down,safe
[149] safe,speed
[149] speed,kills
[149] kills,one
[149] one,clearly

Top Word Pairs in Tweet in G6:
[177] self,driving
[175] driving,car
[161] car,kill
[143] techreview,self
[12] kill,baby
[12] baby,grandma
[12] grandma,depends
[12] depends,re
[12] re,techreview
[2] car,stop

Top Word Pairs in Tweet in G7:
[132] install,gps
[132] gps,trackers
[132] trackers,cars
[132] cars,bikes
[132] bikes,trucks
[132] trucks,etc
[121] etc,shut
[120] please,y'all
[120] y'all,install
[91] shut,down

Top Word Pairs in Tweet in G8:
[39] autonomous,vehicles
[21] self,driving
[20] high,resolution
[20] resolution,radar
[17] autonomous,vehicle
[15] raises,32
[15] 32,million
[15] million,bring
[15] bring,high
[15] radar,autonomous

Top Word Pairs in Tweet in G9:
[110] autonomous,connected
[110] connected,electric
[93] electric,shared
[93] shared,vehicles
[89] #stpimotion,pune
[89] pune,focus
[89] focus,creating
[89] creating,robust
[89] robust,ecosystem
[89] ecosystem,field

Top Word Pairs in Tweet in G10:
[81] self,driving
[75] driving,car
[49] #autonomouscar,#selfdrivingcar
[42] autonomous,vehicles
[18] eliminating,human
[18] human,error
[18] error,autonomous
[18] vehicles,avs
[18] avs,make
[18] make,roads

Top Replied-To
Top Replied-To in Entire Graph:
@techreview
@sarahmillican75
@frost_sullivan
@brenttoderian
@google
@shaun_vids
@lindsaypb
@f150trucklet
@officialnairam1
@yaylinux

Top Replied-To in G2:
@shaun_vids
@coherentstates
@foldablehuman
@thekenyeung

Top Replied-To in G3:
@telaviv
@pawlowskimario
@techreview

Top Replied-To in G4:
@google
@f150trucklet
@elonmusk
@engineers_feed
@erwil_ia
@lorakolodny
@j_bindra
@staunovo
@troyhunt
@mggy1403

Top Replied-To in G5:
@brenttoderian
@seattlesubway
@knuddelpapst
@seqmayors
@planeteerjohn

Top Replied-To in G6:
@techreview
@joelthereporter
@kranzhuber
@husseinshoboksh

Top Replied-To in G7:
@officialnairam1
@umar_ayotunde
@postsubman
@alex_houseof308
@irunnia2
@decentchukkie
@alvin_nani
@_lawrett
@itv001
@smithaangdu

Top Replied-To in G8:
@daimler
@bzhclair

Top Replied-To in G10:
@forbes
@jeremyrubin
@cruise
@benfeuerherd
@tweetermeyer
@alanohnsman
@safeselfdrive
@raybae689
@mariabonanno9
@thegrifelawfirm

Top Mentioned
Top Mentioned in Entire Graph:
@shaun_vids
@brenttoderian
@techreview
@mvollmer1
@jotechtracker
@stpiindia
@julez_norton
@fisher85m
@elonmusk
@frronconi

Top Mentioned in G1:
@ric9871ric
@muhamma83669353
@spike5150ou812
@carlmason78
@nyaho_geso
@lanceeliot
@conventuslaw
@ssomyrag

Top Mentioned in G2:
@shaun_vids
@mumbly_joe
@marawilson

Top Mentioned in G3:
@mvollmer1
@julez_norton
@fisher85m
@frronconi
@andi_staub
@jeroenbartelse
@alvinfoo
@pascal_bornet
@paula_pi
@pawlowskimario

Top Mentioned in G4:
@elonmusk
@thirdrowtesla
@tesla
@rodriiqq
@mpara10
@google
@valueanalyst1
@valaafshar
@apple

Top Mentioned in G5:
@brenttoderian
@lsecities
@ayk14aewnvo7osb
@philritz1
@philipprode
@thisisplace
@trf_stories
@a_w_gordon
@natehoodstp
@angryasian

Top Mentioned in G6:
@techreview
@eltonskuns
@taylorlorenz
@cccblab

Top Mentioned in G7:
@jotechtracker
@itv001
@tega_ayara
@__mbah
@officialnairam1
@irunnia2
@postsubman
@pirowbanks
@lifeofpegasus
@toolzbabe

Top Mentioned in G8:
@techcrunch
@nvidia
@netapp
@gm
@mercedesbenz
@the_ocean_navy
@boschglobal
@yandexcom
@techmeme

Top Mentioned in G9:
@stpiindia
@ganeshnatarajan

Top Mentioned in G10:
@forbes
@selfdrivingfeed
@alanohnsman
@cruise
@teradata
@guidaautonoma
@gilpress
@thequickpath
@igent_io
@anishaj

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@robinsnewswire
@chris_1791
@loupo85
@marciojmsilva
@megashuffle
@revolution_fr
@raybae689
@deejayiwan

Top Tweeters in G1:
@robinsnewswire
@marciojmsilva
@megashuffle
@techl0g
@feliz_barbie
@hfdincidents
@viajandoperdido
@drbicentenario
@newsintweetscom
@lucas_wyrsch

Top Tweeters in G2:
@gojira007x
@b1e56df9ce6549f
@broserade
@thatoneguy2440
@ekstermi
@zomrombone
@mumbly_joe
@coolfatman
@turnageb
@dontgotone

Top Tweeters in G3:
@sectest9
@deejayiwan
@evankirstel
@chidambara09
@ericdemarylebon
@hugofeijo
@richsimmondsza
@swissbusiness
@thepainterflynn
@nicochan33

Top Tweeters in G4:
@trafficbutter
@ken_crichlow
@peta
@valaafshar
@washingtonpost
@politico
@cnn
@rockswagg
@latimes
@msnbc

Top Tweeters in G5:
@mrbasabose
@eddydaud
@mrc_slc
@rantyhighwayman
@okyeh
@trf_stories
@danielbowen
@colesstreetpoth
@mikerodriquez
@paulhillsdon

Top Tweeters in G6:
@revolution_fr
@breizh2008
@carlagastal
@tinypantsandrew
@nigelcameron
@dopaminergic13
@postimusmaximus
@drkynast
@ajsolorzano
@husseinshoboksh

Top Tweeters in G7:
@afobaje__
@explosions2019
@pirowbanks
@alex_houseof308
@benogola
@omoakinbi
@eparisto
@toolzbabe
@smithaangdu
@jsp_official_

Top Tweeters in G8:
@chris_1791
@thehill
@mabelinr1994
@akwyz
@nancyrubin
@inc
@edimosip
@darrenculbreath
@techcrunch
@fmfrancoise

Top Tweeters in G9:
@stpimanjunathan
@ravi_sc_stpi
@guruprasadk_
@jaya_stpiblr
@umeshb_stp
@lokeshn85
@stpiindia
@rahulssg
@alok_nayak
@jogender_emc2

Top Tweeters in G10:
@raybae689
@chicago2503
@forbes
@mariabonanno9
@thenextweb
@fedelowe
@forbestech
@whimchic
@diepsychologie
@melaynalokosky


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