(Autonomous Vehicles) OR (Self driving car) OR (Google Car), Twitter, 11/6/2019 2:38:27 AM, 215403


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(Autonomous Vehicles) OR (Self driving car) OR (Google Car)_2019-11-05_17-37-12.xlsx
(Autonomous Vehicles) OR (Self driving car) OR (Google Car)_2019-11-05_17-37-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 06, 2019
Short Description:
(Autonomous Vehicles) OR (Self driving car) OR (Google Car) via NodeXL http://bit.ly/33vAIzz
@thehackersnews
@google
@syawal
@darkoriginw1
@ssb168
@elonmusk
@28delayslater
@tesla
@rocobasilisk
@evankirstel

Top hashtags:
#ai
#autonomous
#google
#autonomousvehicles

Description:
Description
The graph represents a network of 5,680 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, 06 November 2019 at 01:38 UTC.

The requested start date was Wednesday, 06 November 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, 9-hour, 45-minute period from Sunday, 03 November 2019 at 14:06 UTC to Tuesday, 05 November 2019 at 23:51 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 : 5680
Unique Edges : 5773
Edges With Duplicates : 774
Total Edges : 6547
Number of Edge Types : 3
Replies to : 459
Mentions : 4715
Tweet : 1373
Self-Loops : 1373
Reciprocated Vertex Pair Ratio : 0.0109356014580802
Reciprocated Edge Ratio : 0.0216346153846154
Connected Components : 1369
Single-Vertex Connected Components : 742
Maximum Vertices in a Connected Component : 1822
Maximum Edges in a Connected Component : 2436
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.05761
Graph Density : 0.00015475845033221
Modularity : 0.802836
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,680 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, 06 November 2019 at 01:38 UTC.

The requested start date was Wednesday, 06 November 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, 9-hour, 45-minute period from Sunday, 03 November 2019 at 14:06 UTC to Tuesday, 05 November 2019 at 23:51 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[96] https://www.spiegel.de/international/business/will-tesla-and-google-kill-the-german-car-a-1293415.html
[91] https://www.jpopasia.com/feed/6704/taxi-driver-tells-his-side-of-daesungs-fatal-car-accident/
[91] https://www.soompi.com/article/371773wpp/brother-of-deceased-victim-in-daesungs-traffic-accident-interviewed
[60] http://www.geminiproperties.org
[39] https://www.spiegel.de/artikel/a-1293415.html
[33] http://news.mit.edu/2019/risk-model-autonomous-vehicles-1104
[29] https://www.dailymail.co.uk/news/article-7652651/A-thousand-Google-employees-send-open-letter-bosses-demanding-action-climate-change.html
[27] https://docs.google.com/forms/d/e/1FAIpQLSf2zohyEhz4OKDvgdAosd_BB3T3yEbB4IJq9R79ar66LpSVPA/viewform?usp=send_form
[25] https://www.etonline.com/spy-kids-star-daryl-sabara-charged-for-allegedly-vandalizing-strangers-car-135543
[22] https://mashable.com/article/remote-controlled-autonomous-driving-vehicles-trucks/

Top URLs in Tweet in G1:
[2] https://threatpost.com/alexa-siri-google-smart-speakers-hacked-via-laser-beam/149860/?utm_source=twitter&utm_medium=social&utm_campaign=uk_threatpost_db0077&utm_term=uk_twitter__db0077__social_threatpost
[1] https://thehackernews.com/2019/11/hacking-voice-assistant-laser.html

Top URLs in Tweet in G2:
[60] http://www.geminiproperties.org
[27] https://www.spiegel.de/international/business/will-tesla-and-google-kill-the-german-car-a-1293415.html
[12] http://news.mit.edu/2019/risk-model-autonomous-vehicles-1104
[10] http://news.mit.edu/2019/risk-model-autonomous-vehicles-1104?utm_source=dlvr.it&utm_medium=twitter
[9] https://play.google.com/store/apps/details?id=com.genetic.realcarparking2
[9] https://apps.apple.com/us/app/real-car-parking-2/id1366598056
[8] https://news.ycombinator.com/item?id=21445522
[7] https://www.spiegel.de/international/business/will-tesla-and-google-kill-the-german-car-a-1293415-amp.html
[7] https://www.google.com/search?q=Pre-Owned+Motor+Cars+Ltd&ludocid=2484359755157953786
[7] https://filling-space.com/2019/06/26/how-will-the-proliferation-of-autonomous-vehicles-affect-sustainability/

Top URLs in Tweet in G3:
[60] https://www.spiegel.de/international/business/will-tesla-and-google-kill-the-german-car-a-1293415.html
[20] https://www.spiegel.de/international/business/will-tesla-and-google-kill-the-german-car-a-1293415-2.html
[5] https://m.spiegel.de/international/business/will-tesla-and-google-kill-the-german-car-a-1293415.html
[3] https://www.carscoops.com/2019/11/tech-genius-steve-wozniak-has-lost-faith-in-level-5-autonomous-vehicles/
[2] https://www.spiegel.de/artikel/a-1293415.html
[2] https://www.cnet.com/news/meet-tesla-self-driving-car-computer-and-its-two-ai-brains/
[1] http://tesla.com
[1] https://www.cnbc.com/2019/04/04/sheryl-crow-tweets-elon-musk-tesla-advice-after-her-car-gets-stuck.html
[1] https://newsroom.intel.com/news/mobileye-nio-partner-bring-level-4-autonomous-vehicles-consumers-china-beyond/
[1] https://twitter.com/JeroenBartelse/status/1189624329601978368

Top URLs in Tweet in G4:
[1] https://www.ucsusa.org/resources/self-driving-cars-101
[1] https://medium.com/self-driven/beyond-the-robo-taxi-great-customer-experiences-will-define-self-driving-20e9f76573e1
[1] https://techcrunch.com/2019/07/12/vw-invests-2-6-billion-in-self-driving-startup-argo-ai-as-part-of-ford-alliance/
[1] https://www.amazon.com/Autonomy-Quest-Driverless-Car-Reshape/dp/0062661124
[1] https://noparkingpodcast.com/podcast/josh-davis
[1] https://noparkingpodcast.com/podcast/sam-abuelsamid
[1] http://www.storybench.org/how-the-washington-post-built-a-game-to-demonstrate-how-autonomous-cars-work/
[1] https://kdvr.com/2018/10/19/studies-car-accidents-up-in-colorado-other-states-with-legalized-recreational-marijuana/
[1] https://www.cbronline.com/news/o2-5g-autonomous-vehicles
[1] https://www.zdnet.com/article/why-5g-is-a-crucial-technology-for-autonomous-vehicles/

Top URLs in Tweet in G7:
[12] https://www.zdnet.com/article/guide-to-autonomous-vehicles-what-business-leaders-need-to-know/
[6] https://www.zdnet.com/article/the-top-3-companies-in-autonomous-vehicles-and-self-driving-cars/
[6] http://news.mit.edu/2019/risk-model-autonomous-vehicles-1104
[4] http://www.zotye.com/
[4] https://www.alba-robot.com/
[4] http://www.zdnet.com/topic/autonomous-vehicles-and-the-enterprise/
[4] https://www.zdnet.com/article/how-autonomous-vehicles-will-change-car-ownership/
[3] https://www.zdnet.com/article/free-pdf-autonomous-vehicles-in-the-enterprise/
[3] https://canatu.com/
[3] https://auto.economictimes.indiatimes.com/amp/news/auto-technology/veoneer-partners-with-flir-systems-for-self-driving-vehicles/71893456

Top URLs in Tweet in G8:
[87] https://www.jpopasia.com/feed/6704/taxi-driver-tells-his-side-of-daesungs-fatal-car-accident/
[87] https://www.soompi.com/article/371773wpp/brother-of-deceased-victim-in-daesungs-traffic-accident-interviewed
[3] https://m.koreatimes.co.kr/pages/article.asp?newsIdx=93752
[3] https://www.soompi.com/article/364141wpp/daesung-accident-motorcyclist-was-drunk-no-hit-and-run-involved

Top URLs in Tweet in G9:
[1] https://www.eventbrite.ca/e/webinar-7-ways-to-future-proof-your-city-for-autonomous-vehicles-tickets-80102297127
[1] https://twitter.com/JN_Seattle/status/1191792068693069824
[1] https://www.bizjournals.com/orlando/news/2019/10/21/experts-metro-orlando-is-driving-autonomous.html
[1] https://www.businessinsider.com/self-driving-car-review-zoox-better-than-uber-lyft-rides-2019-10#there-were-a-few-hiccups-though-8

Top URLs in Tweet in G10:
[1] https://www.mercedes-amg.com/en/driving-performance/63Magazine/issue-02/gorden-wagener.html
[1] https://www.spiegel.de/international/business/will-tesla-and-google-kill-the-german-car-a-1293415.html

Top Domains
Top Domains in Tweet in Entire Graph:
[361] google.com
[187] spiegel.de
[133] co.uk
[97] soompi.com
[96] twitter.com
[91] jpopasia.com
[70] zdnet.com
[60] geminiproperties.org
[58] mit.edu
[45] linkedin.com

Top Domains in Tweet in G1:
[2] threatpost.com
[1] thehackernews.com

Top Domains in Tweet in G2:
[232] google.com
[60] geminiproperties.org
[50] co.uk
[40] spiegel.de
[35] twitter.com
[30] linkedin.com
[26] mit.edu
[14] zdnet.com
[13] apple.com
[11] techcrunch.com

Top Domains in Tweet in G3:
[89] spiegel.de
[3] carscoops.com
[3] twitter.com
[2] cnet.com
[1] tesla.com
[1] cnbc.com
[1] intel.com
[1] wordpress.com
[1] qz.com
[1] medium.com

Top Domains in Tweet in G4:
[4] youtube.com
[3] google.com
[2] noparkingpodcast.com
[1] ucsusa.org
[1] medium.com
[1] techcrunch.com
[1] amazon.com
[1] storybench.org
[1] kdvr.com
[1] cbronline.com

Top Domains in Tweet in G7:
[41] zdnet.com
[10] trib.al
[6] mit.edu
[5] co.uk
[5] linkedin.com
[4] zotye.com
[4] alba-robot.com
[4] voicestorm.com
[3] reuters.com
[3] theverge.com

Top Domains in Tweet in G8:
[90] soompi.com
[87] jpopasia.com
[3] co.kr

Top Domains in Tweet in G9:
[1] eventbrite.ca
[1] twitter.com
[1] bizjournals.com
[1] businessinsider.com

Top Domains in Tweet in G10:
[1] mercedes-amg.com
[1] spiegel.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[108] ai
[103] autonomous
[84] google
[75] autonomousvehicles
[61] tesla
[61] autonomouscar
[60] iot
[59] selfdrivingcar
[55] selfdrivingcars
[37] vehicles



Top Hashtags in Tweet in G2:
[74] google
[16] technology
[13] ai
[13] automotive
[11] autonomous
[10] autonomousvehicles
[9] car
[8] vehicles
[8] selfdriving
[8] artificialintelligence

Top Hashtags in Tweet in G3:
[47] tesla
[2] digitaltransformation
[1] smartcities
[1] dl
[1] safety
[1] cybersecurity
[1] finserv
[1] ai
[1] goelectric
[1] fintwats

Top Hashtags in Tweet in G4:
[4] 5g
[4] androidauto
[3] talksatgs
[2] xmed
[2] avcity2019
[2] autonomousvehicles
[2] tech
[2] innovation
[2] smartcities
[2] iot

Top Hashtags in Tweet in G7:
[58] autonomouscar
[56] selfdrivingcar
[39] autonomousvehicles
[38] selfdrivingcars
[34] autonomous
[29] ai
[23] iot
[20] selfdriving
[18] vehicles
[13] mobility

Top Hashtags in Tweet in G9:
[1] rt

Top Words
Top Words in Tweet in Entire Graph:
[3808] Words in Sentiment List#1: Positive
[3181] Words in Sentiment List#2: Negative
[155] Words in Sentiment List#3: Angry/Violent
[107288] Non-categorized Words
[114278] Total Words
[2380] car
[1876] google
[942] autonomous
[845] driving
[833] alexa

Top Words in Tweet in G1:
[750] google
[748] thehackersnews
[748] interesting
[748] hackers
[748] covertly
[748] inject
[748] inaudible
[748] commands
[748] voice
[748] controlled

Top Words in Tweet in G2:
[632] car
[244] google
[231] autonomous
[214] driving
[207] vehicles
[186] self
[110] more
[103] s
[91] one
[82] parking

Top Words in Tweet in G3:
[144] vw
[134] new
[127] 3
[126] model
[126] before
[124] mid
[124] market
[123] hold
[123] tesla's
[123] range

Top Words in Tweet in G4:
[98] car
[80] google
[77] autonomous
[58] vehicle
[53] data
[51] s
[49] lidar
[49] reacting
[49] real
[49] live

Top Words in Tweet in G5:
[138] please
[138] everyone
[138] dont
[138] panic
[138] tweet
[138] triggering
[138] words
[138] make
[138] people
[138] more

Top Words in Tweet in G6:
[134] really
[133] oh_mes
[133] time
[133] go
[133] google
[133] find
[133] stock
[133] picture
[133] car
[133] crash

Top Words in Tweet in G7:
[80] driving
[79] car
[76] self
[73] autonomous
[70] vehicles
[58] #autonomouscar
[56] #selfdrivingcar
[39] #autonomousvehicles
[38] #selfdrivingcars
[38] #autonomous

Top Words in Tweet in G8:
[174] statement
[87] taxi
[87] driver
[87] brother
[87] victim
[83] daesung
[83] acquitted
[80] bigbangdope
[5] mikrokosmosiuv
[4] imjhngln

Top Words in Tweet in G9:
[58] businessinsider
[57] google
[57] built
[57] tiny
[57] street
[57] view
[57] car
[57] map
[57] out
[57] model

Top Words in Tweet in G10:
[62] daimler
[61] design
[60] self
[60] confident
[60] ambitious
[60] talented
[60] gorden
[60] wagener
[60] chief
[60] officer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[779] google,home
[774] home,alexa
[773] interesting,hackers
[773] hackers,covertly
[773] covertly,inject
[773] inject,inaudible
[773] inaudible,commands
[773] commands,voice
[773] voice,controlled
[773] controlled,devices

Top Word Pairs in Tweet in G1:
[748] interesting,hackers
[748] hackers,covertly
[748] covertly,inject
[748] inject,inaudible
[748] inaudible,commands
[748] commands,voice
[748] voice,controlled
[748] controlled,devices
[748] devices,google
[748] google,home

Top Word Pairs in Tweet in G2:
[170] self,driving
[136] autonomous,vehicles
[110] driving,car
[70] car,parking
[60] gemini,properties
[60] properties,#google
[60] covered,car
[60] more,details
[60] details,call
[60] call,9881009223

Top Word Pairs in Tweet in G3:
[126] model,3
[123] vw,hold
[123] hold,tesla's
[123] tesla's,new
[123] new,mid
[123] mid,range
[123] range,model
[123] 3,before
[123] before,reached
[123] reached,market

Top Word Pairs in Tweet in G4:
[55] autonomous,vehicle
[49] google,lidar
[49] lidar,autonomous
[49] vehicle,reacting
[49] reacting,real
[49] real,live
[49] live,hazard
[49] hazard,car
[49] car,collects
[49] collects,9

Top Word Pairs in Tweet in G5:
[138] please,everyone
[138] everyone,dont
[138] dont,panic
[138] panic,tweet
[138] tweet,triggering
[138] triggering,words
[138] words,make
[138] make,people
[138] people,more
[138] more,anxious

Top Word Pairs in Tweet in G6:
[133] oh_mes,really
[133] really,time
[133] time,go
[133] go,google
[133] google,find
[133] find,stock
[133] stock,picture
[133] picture,car
[133] car,crash
[133] crash,make

Top Word Pairs in Tweet in G7:
[76] self,driving
[59] autonomous,vehicles
[56] #autonomouscar,#selfdrivingcar
[49] driving,car
[23] #selfdrivingcars,#ai
[23] #ai,#iot
[18] business,leaders
[17] leaders,need
[17] need,know
[16] uber,test

Top Word Pairs in Tweet in G8:
[87] taxi,driver
[87] driver,statement
[87] statement,brother
[87] brother,victim
[87] victim,statement
[83] statement,daesung
[83] daesung,acquitted
[80] bigbangdope,taxi
[5] mikrokosmosiuv,taxi
[4] imjhngln,mikrokosmosiuv

Top Word Pairs in Tweet in G9:
[57] google,built
[57] built,tiny
[57] tiny,street
[57] street,view
[57] view,car
[57] car,map
[57] map,out
[57] out,model
[57] model,city
[56] businessinsider,google

Top Word Pairs in Tweet in G10:
[60] self,confident
[60] confident,ambitious
[60] ambitious,talented
[60] talented,gorden
[60] gorden,wagener
[60] wagener,chief
[60] chief,design
[60] design,officer
[60] officer,daimler
[60] daimler,ag

Top Replied-To
Top Replied-To in Entire Graph:
@urbanthoughts11
@elonmusk
@aukehoekstra
@british_airways
@arkinvest
@il0vethe80s
@italianmaster
@android
@tesla

Top Replied-To in G1:
@thehackersnews

Top Replied-To in G3:
@elonmusk
@aukehoekstra
@italianmaster
@tesla
@atx_fight_club
@goinglongtessla
@selfdrivingfeed
@electrekco
@gnumatic
@van_essavan

Top Replied-To in G4:
@android
@abdulmominghum2
@toellen
@pattibacchus
@honeybadger4517
@teyrovsky
@sethlunchquest
@acura
@fabrice_brunet
@gretathunberg

Top Replied-To in G7:
@caterpillarinc
@verge

Top Replied-To in G8:
@mikrokosmosiuv
@wishjins

Top Mentioned
Top Mentioned in Entire Graph:
@thehackersnews
@taebokkiii
@amourjjks
@ssb168
@bigbangdope
@google
@mercedesamg
@businessinsider
@janescott
@s3bster

Top Mentioned in G1:
@thehackersnews
@sonyamoisset
@kaspersky

Top Mentioned in G2:
@slexec
@rancheriaradio
@cleavon09899465
@insedgeonline
@tech_six6
@towerofmiller
@apphil
@sandyjamesplan
@grauwinbouton

Top Mentioned in G3:
@ssb168
@28delayslater
@davidtayar5
@elonmusk
@alex_avoigt
@jpr007
@tesla
@teslany
@markbspiegel
@stevehamel16

Top Mentioned in G4:
@google
@s3bster
@noparkingpod
@ford
@realdonaldtrump
@facebook
@youtube
@wef
@angelsarehere88
@kikiqbird

Top Mentioned in G5:
@taebokkiii

Top Mentioned in G6:
@amourjjks

Top Mentioned in G7:
@zdnet
@business
@gcnichs
@guidaautonoma
@selfdrivingfeed
@jeroenbartelse
@tombamonte
@rtehrani
@reuters
@canatuinfo

Top Mentioned in G8:
@bigbangdope
@imjhngln
@mikrokosmosiuv

Top Mentioned in G9:
@businessinsider
@beepceo
@matousekmark
@jn_seattle
@lneckermann
@transitleap
@newmobilitynow
@objupdate

Top Mentioned in G10:
@mercedesamg
@daimler
@bmw
@audi
@vwgroup
@tesla

Top Tweeters
Top Tweeters in Entire Graph:
@enggarhakim
@vodafonein
@uber_support
@marcodacostafx
@o2
@british_airways
@libertad717
@monicasloves
@infoiteconomia
@feedjunkie

Top Tweeters in G1:
@enggarhakim
@lizditz
@lyndsayfarlow
@enota0
@ryushiahnam
@rev313
@gyancita
@bishodip
@538355
@komiska

Top Tweeters in G2:
@infoiteconomia
@feedjunkie
@jondknight
@techl0g
@hfdincidents
@derekjohnbryant
@allhitremixes
@agenparl
@financialbuzz
@crweworld

Top Tweeters in G3:
@slate
@amazingchevvolt
@nytimes
@gambiste1
@aluthiger
@edimosip
@sarwaranaqvi
@socialcontrol
@tagesschau
@biogirl09

Top Tweeters in G4:
@uber_support
@evankirstel
@foxnews
@peta
@bostonglobe
@washingtonpost
@politico
@usatoday
@rf_jenkins
@1gkh

Top Tweeters in G5:
@dunlopbaby
@goldenamkook
@urluvtaekook
@montokyo_seoul
@itskingnamjo0n
@mintaegi2
@moodyamygdala
@taeggukahtwt
@chimmyjassy
@_jiminsflowers

Top Tweeters in G6:
@jigukka
@aquariusjm
@jeonchaotic
@btspurpiegalaxy
@alluringttae
@itsumademobts
@sprklnght
@taemorrovv
@littlemisssuga
@lyrical_style97

Top Tweeters in G7:
@startupsbot
@lorimoreno
@trafficbutter
@business
@richsimmondsza
@reuters
@cnbc
@colorstreamedia
@padididit
@thehipposhoe

Top Tweeters in G8:
@phoebehatesyou
@phrincezzah
@lou0489
@_daesung89_
@ibgxxdrgn
@reveronical
@taerantula13
@barikangkang
@jericaxxii13
@ruru77494923

Top Tweeters in G9:
@rosatrunk
@businessinsider
@iashleyrichards
@ziyaggy
@dcarsoncpa_catx
@kenflyerr
@jesuisnegatif
@pakay20
@mohamadsharul14
@faridzdzdz

Top Tweeters in G10:
@mahmad4457
@jorgezunigam
@toddtoomer
@tirukuralkaram
@mehmeto33440789
@richieedet
@gerianlazuardii
@rmpj8
@bloomingtonwise
@bridget_p_


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