(Autonomous Vehicles) OR (Self driving car) OR (Google Car), Twitter, 2/8/2023 4:35:47 PM, 288903


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(Autonomous Vehicles) OR (Self driving car) OR (Google Car)_2023-02-08_08-22-41.xlsx
(Autonomous Vehicles) OR (Self driving car) OR (Google Car)_2023-02-08_08-22-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2023
Short Description:
(Autonomous Vehicles) OR (Self driving car) OR (Google Car) via NodeXL https://bit.ly/3Ysmuvq
@paulsperry_
@nbsaphiermd
@davidzipper
@zayas2019
@google
@twa2jenny
@secretarypete
@elonmusk
@billyshakes1561
@tesla

Top hashtags:
#car
#google
#racing
#stunt

Description:
Description
The graph represents a network of 6,083 Twitter users whose recent tweets contained "(Autonomous Vehicles) OR (Self driving car) OR (Google Car)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 16:27 UTC.

The tweets in the network were tweeted over the 3022-day, 23-hour, 21-minute period from Thursday, 30 October 2014 at 01:31 UTC to Wednesday, 08 February 2023 at 00:52 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 6083
Unique Edges : 2790
Edges With Duplicates : 9383
Total Edges : 12173
Number of Edge Types : 9
Retweet : 2777
MentionsInRetweet : 3175
Tweet : 1373
Replies to : 1499
MentionsInReplyTo : 2717
Mentions : 448
Quote : 125
MentionsInQuoteReply : 34
MentionsInQuote : 25
Self-Loops : 1796
Reciprocated Vertex Pair Ratio : 0.0473749337104472
Reciprocated Edge Ratio : 0.090464135021097
Connected Components : 1439
Single-Vertex Connected Components : 630
Maximum Vertices in a Connected Component : 967
Maximum Edges in a Connected Component : 2366
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.76096
Graph Density : 0.000160148959885889
Modularity : 0.503966
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,083 Twitter users whose recent tweets contained "(Autonomous Vehicles) OR (Self driving car) OR (Google Car)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 16:27 UTC.

The tweets in the network were tweeted over the 3022-day, 23-hour, 21-minute period from Thursday, 30 October 2014 at 01:31 UTC to Wednesday, 08 February 2023 at 00:52 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[74] https://docs.google.com/forms/d/e/1FAIpQLSd3VCDc1NdLxKnqnMbvwM3qwnd_95CSkFw7bhKEry79e7xOzA/viewform?usp=send_form
[22] https://facebook.com/transportationproposal
[21] https://docs.google.com/forms/d/e/1FAIpQLScUwuXaWR9fbi8iw-UrqP_pWLB6c83Ya7DVc8hJll5PhKV_Kw/viewform?usp=send_form
[18] https://twitter.com/WholeMarsBlog/status/1622094849959948288/photo/1
[14] https://twitter.com/SarahkateMurph3/status/1621433247111446528/photo/1
[13] https://48hills.org/2016/01/google-bus-program-trouble/
[8] https://www.dezeen.com/2023/01/31/self-driving-cars-emissions-mit-study/
[8] http://tomosan.car
[8] https://www.google.com/localservices/profile?spp=Cg0vZy8xMWs0YjV5MjF4&scp=CgAaE3RvbW9zYW4uY2FyX2ZhY3RvcnkqE3RvbW9zYW4uY2FyX2ZhY3Rvcnk%3D&q=tomosan.car_factory
[8] https://twitter.com/FuckCarsReddit/status/1620296249474969600/photo/1

Top URLs in Tweet in G1:
[21] https://docs.google.com/forms/d/e/1FAIpQLScUwuXaWR9fbi8iw-UrqP_pWLB6c83Ya7DVc8hJll5PhKV_Kw/viewform?usp=send_form
[8] https://drive.google.com/drive/folders/1FSPlh-9-KN77tQrEuFyY8Cu7YcOTEXtR?usp=sharing
[7] https://app.appsflyer.com/com.opera.app.news?pid=OperaNews_articles&c=share_whatsup
[7] https://bhalogari.com/
[7] https://docs.google.com/forms/d/e/1FAIpQLSe8EPKGAJlmVr16S6zfCMiWLZT-i640EoD8PQf9Vv-wFzBKQw/viewform?usp=send_form
[6] https://wraltechwire.com/2023/02/07/red-means-stop-green-means-go-but-ncsu-researchers-propose-fourth-signal-color-for-autonomous-vehicles/
[6] https://drtombooks.com/my-blog-posts/autonomous-vehicles-robot-trucks-will-redesign-entire-supply-chain-tom-depaoli/
[5] https://drtombooks.com/
[4] https://twitter.com/yjs12331/status/1622863982322384899/photo/1
[4] https://twitter.com/yjs12331/status/1622866424925679621/photo/1

Top URLs in Tweet in G3:
[2] https://twitter.com/NBSaphierMD/status/1622014334833463296
[1] https://twitter.com/gewagon/status/1621790569935654913
[1] https://twitter.com/EngineeringWon1/status/1622022629279268864/photo/1

Top URLs in Tweet in G4:
[5] https://www.dezeen.com/2023/01/31/self-driving-cars-emissions-mit-study/
[2] https://twitter.com/DavidZipper/status/1621853302764838912
[1] https://twitter.com/aardilagomez/status/1621852852158070785
[1] https://twitter.com/picardsteacup/status/1622331382574845952/photo/1
[1] https://theconversation.com/driverless-cars-wont-be-good-for-the-environment-if-they-lead-to-more-auto-use-173819
[1] https://twitter.com/DavidZipper/status/1622231998512111617

Top URLs in Tweet in G6:
[4] https://vrscout.com/news/the-apple-car-could-feature-vr-technology-and-no-windows/
[1] https://twitter.com/BreitbartNews/status/1623029248779816966/video/1
[1] https://www.teslarati.com/nhtsa-pedestrian-noisemaker-investigation/
[1] https://twitter.com/SawyerMerritt/status/1621961000223215616/photo/1
[1] https://www.cnbc.com/2023/02/07/ron-baron-who-runs-one-of-the-best-performing-funds-says-tesla-could-hit-1500-a-share-by-2030.html
[1] https://twitter.com/GlenGilmore/status/1622320725158658049/photo/1
[1] https://roboticsandautomationnews.com/2023/02/05/foxconn-plans-to-build-autonomous-vehicles-on-nvidia-computing-platform/59904/
[1] https://twitter.com/guidaautonoma/status/1622578662242484224/photo/1
[1] https://www.tesmanian.com/blogs/tesmanian-blog/tesla-prepares-to-enter-the-uk-insurance-market
[1] https://docs.google.com/spreadsheets/d/117cOjjwrDY_GCzZolsrZMw3VmpV98euGHEV7E4q6tTw/edit?usp=sharing

Top URLs in Tweet in G7:
[1] https://drive.google.com/drive/folders/1hS25eKl9xz-Ote08kbZYl6jwQddWgHfQ
[1] https://twitter.com/Nemesis_3d/status/1622959630363299841/photo/1

Top URLs in Tweet in G9:
[2] https://twitter.com/Priyanka_A_S_/status/1620662017475629062/photo/1
[2] https://www.youtube.com/watch?v=H8mbpY2bcjE&feature=youtu.be

[2] https://www.youtube.com/watch?v=_udgEsosk0U&feature=youtu.be

[1] https://blog.google/products/android/best-of-android-to-improve-your-drive/?utm_source=tw&utm_medium=social&utm_campaign=og&utm_content=&utm_term=
[1] https://support.google.com/youtube/answer/9314355?utm_source=teamyoutube&utm_medium=twitter&utm_content=130861522&linkId=8544993
[1] https://support.google.com/youtube/answer/141805?utm_source=teamyoutube&utm_medium=twitter&utm_content=130861522&linkId=8544994
[1] https://yt.be/help/partners?linkId=8544130
[1] https://yt.be/help/partners?linkId=8549412
[1] https://www.t3.com/news/googles-rolling-out-another-android-auto-update-but-this-one-isnt-for-your-car?utm_medium=social&utm_source=twitter.com&utm_content=t3&utm_campaign=socialflow
[1] https://www.t3.com/news/this-new-android-auto-update-is-huge-for-podcast-and-audiobook-lovers

Top URLs in Tweet in G10:
[74] https://docs.google.com/forms/d/e/1FAIpQLSd3VCDc1NdLxKnqnMbvwM3qwnd_95CSkFw7bhKEry79e7xOzA/viewform?usp=send_form

Top Domains
Top Domains in Tweet in Entire Graph:
[1198] twitter.com
[579] google.com
[51] co.uk
[48] youtube.com
[23] facebook.com
[20] aliexpress.com
[18] birdeye.com
[18] co.in
[15] dezeen.com
[14] bhalogari.com

Top Domains in Tweet in G1:
[385] twitter.com
[285] google.com
[20] aliexpress.com
[15] co.uk
[14] co.in
[14] youtube.com
[14] bhalogari.com
[13] whatsapp.com
[12] appsflyer.com
[11] drtombooks.com

Top Domains in Tweet in G3:
[6] twitter.com

Top Domains in Tweet in G4:
[10] dezeen.com
[7] twitter.com
[1] thedailybeast.com
[1] jalopnik.com
[1] theconversation.com

Top Domains in Tweet in G5:
[1] google.com

Top Domains in Tweet in G6:
[30] twitter.com
[16] google.com
[4] vrscout.com
[1] state.gov
[1] youtube.com
[1] teslarati.com
[1] cnbc.com
[1] roboticsandautomationnews.com
[1] tesmanian.com
[1] medium.com

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

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

Top Domains in Tweet in G9:
[19] twitter.com
[6] youtube.com
[3] google.com
[2] blog.google
[2] yt.be
[2] t3.com
[1] passwords.google
[1] wikipedia.org
[1] trib.al
[1] cloudkitchens.com

Top Domains in Tweet in G10:
[84] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[94] car
[52] google
[51] racing
[49] stunt
[42] autonomousvehicles
[41] transportation
[32] tesla
[30] missingphone
[30] phone
[30] icloud



Top Hashtags in Tweet in G1:
[42] google
[35] car
[30] missingphone
[30] phone
[30] icloud
[30] track
[30] missing
[30] email
[30] autos
[30] mail

Top Hashtags in Tweet in G5:
[1] stopreformedesretraites

Top Hashtags in Tweet in G6:
[18] tesla
[15] elonmusk
[14] spacex
[5] mobility
[4] apple
[4] vr
[3] autonomousvehicles
[2] autonomous
[2] rethinkingtransportation
[1] mbs

Top Hashtags in Tweet in G7:
[1] cyberpunk2077
[1] nsfw

Top Hashtags in Tweet in G8:
[1] laurenboebertissodumb

Top Hashtags in Tweet in G9:
[2] python
[2] gpt3
[1] ces2023
[1] android
[1] frustrating
[1] noisepollution
[1] wtf
[1] seht
[1] baulöwen
[1] streetview

Top Words
Top Words in Tweet in Entire Graph:
[2632] car
[1313] google
[976] driving
[880] vehicles
[850] autonomous
[844] self
[678] seems
[564] over
[551] down
[540] maps

Top Words in Tweet in G1:
[641] car
[248] google
[206] driving
[185] vehicles
[182] autonomous
[156] self
[69] locksmith
[62] ন
[62] available
[61] more

Top Words in Tweet in G2:
[470] 2022
[470] 162
[470] study
[470] under
[470] sponsored
[470] advance
[470] chinese
[470] prc
[470] scientists
[470] including

Top Words in Tweet in G3:
[460] nbsaphiermd
[459] balloon
[448] entire
[448] down
[447] flew
[447] optics
[447] inessential
[447] merely
[447] call
[447] seems

Top Words in Tweet in G4:
[233] onboard
[233] computers
[228] vehicles
[228] autonomous
[220] powerful
[220] needed
[220] run
[210] davidzipper
[205] takeup
[205] global

Top Words in Tweet in G5:
[210] plus
[208] seraient
[208] retraites
[208] faire
[208] jeunes
[208] assurances
[208] basse
[208] main
[208] victimes
[208] embuscade

Top Words in Tweet in G6:
[95] driving
[93] elonmusk
[93] self
[92] car
[80] tesla
[52] vehicles
[44] full
[37] people
[35] traffic
[30] look

Top Words in Tweet in G7:
[270] cyberpunk
[135] release
[135] hotties
[135] rigid3d
[135] favorite
[135] made
[135] models
[135] cuties
[135] celebrate
[135] cyber

Top Words in Tweet in G8:
[273] google
[272] maps
[137] car
[136] never
[136] heard
[136] fyi
[136] picture
[136] clarkadavidson
[136] boebert
[136] 2012

Top Words in Tweet in G9:
[65] google
[58] car
[17] android
[12] bluetooth
[11] update
[11] youtube
[10] pixel
[10] apple
[8] auto
[7] tesla

Top Words in Tweet in G10:
[85] plantes
[85] médicinales
[84] suivant
[84] rapide
[84] invite
[84] répondre
[84] lien
[83] remer
[83] thomsthy
[2] antillais

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[740] self,driving
[639] autonomous,vehicles
[497] google,maps
[478] chinese,scientists
[477] study,alamos
[477] prc,advance
[477] sponsored,162
[477] under,biden
[477] helped,prc
[477] 162,chinese

Top Word Pairs in Tweet in G1:
[142] self,driving
[114] autonomous,vehicles
[87] driving,car
[47] available,24
[40] google,maps
[34] lenny,locksmith
[31] stolen,car
[30] break,icloud
[30] access,mails
[30] #icloud,#google

Top Word Pairs in Tweet in G2:
[470] helped,prc
[470] 2022,study
[470] advance,key
[470] including,under
[470] prc,advance
[470] alamos,sponsored
[470] biden,helped
[470] sponsored,162
[470] 162,chinese
[470] under,biden

Top Word Pairs in Tweet in G3:
[447] over,entire
[447] call,crazy
[447] entire,seems
[447] crazy,shooting
[447] flew,over
[447] merely,optics
[447] balloon,flew
[447] down,balloon
[447] seems,inessential
[447] inessential,merely

Top Word Pairs in Tweet in G4:
[233] onboard,computers
[227] autonomous,vehicles
[220] computers,needed
[220] powerful,onboard
[220] needed,run
[205] mass,global
[205] takeup,autonomous
[205] vehicles,powerful
[205] global,takeup
[199] seems,bad

Top Word Pairs in Tweet in G5:
[208] embuscade,faire
[208] jeunes,seraient
[208] seraient,plus
[208] pactole,retraites
[208] plus,victimes
[208] assurances,embuscade
[208] main,basse
[208] retraites,jeunes
[208] faire,main
[208] basse,pactole

Top Word Pairs in Tweet in G6:
[87] self,driving
[42] full,self
[34] tesla,full
[26] driving,car
[25] mind,tesla
[25] plus,perfect
[25] people,24
[25] red,traffic
[25] 14,people
[25] lights,plus

Top Word Pairs in Tweet in G7:
[135] cyberpunk,hotties
[135] cyber,cuties
[135] models,made
[135] favorite,cyber
[135] made,favorite
[135] celebrate,release
[135] rigid3d,cyberpunk
[135] release,rigid3d
[135] hotties,celebrate
[135] cyberpunk,models

Top Word Pairs in Tweet in G8:
[272] google,maps
[136] car,google
[136] lauren,boebert
[136] fyi,2012
[136] boebert,never
[136] never,heard
[136] 2012,picture
[136] picture,car
[136] heard,google
[136] maps,fyi

Top Word Pairs in Tweet in G9:
[7] google,pixel
[7] android,auto
[6] google,maps
[5] ants000,google
[5] google,kiaaustralia
[4] google,twittersupport
[4] recovery,irs_ci
[4] pixel,pro
[4] govwhitmer,miattygen
[4] google,android

Top Word Pairs in Tweet in G10:
[85] plantes,médicinales
[84] répondre,lien
[84] médicinales,invite
[84] suivant,rapide
[84] lien,suivant
[84] invite,répondre
[83] rapide,remer
[83] thomsthy,plantes

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@tanoaksam
@nbsaphiermd
@nowthisnews
@teslaconomics
@research_usdot
@sneurotypicals
@wholemarsblog
@faithrubpol
@muskuniversity

Top Replied-To in G3:
@nbsaphiermd
@flowersenglish
@alicefromqueens

Top Replied-To in G4:
@jrurbanenetwork

Top Replied-To in G6:
@elonmusk
@muskuniversity
@sawyermerritt
@breitbartnews
@geekmikeoregon
@greentheonly
@tesla
@youmotherfuder
@liv_boeree
@teslaconomics

Top Replied-To in G8:
@clarkadavidson

Top Replied-To in G9:
@govwhitmer
@davidmarcus
@teamyoutube
@google
@thejusticedept
@laurenrjacobs
@pppatticake
@bulltakesover
@materialdesign
@roadsidemum

Top Mentioned
Top Mentioned in Entire Graph:
@paulsperry_
@nbsaphiermd
@davidzipper
@royalsegolene
@clarkadavidson
@rigid3d
@nemesis_3d
@elonmusk
@thomsthy
@lindearth

Top Mentioned in G1:
@sben1272
@curveslive
@fierceofhyrule
@rashida24924294
@mikemarkel
@yourcomicmuse
@henews9
@blackflagexpat
@fxgovers
@wordwowstudio

Top Mentioned in G2:
@paulsperry_
@nbsaphiermd

Top Mentioned in G3:
@nbsaphiermd
@flowersenglish
@gavin_adams
@paulsperry_
@engineeringwon1
@hindleskitchen

Top Mentioned in G4:
@davidzipper
@dezeen
@aardilagomez
@brenttoderian
@thedailybeast
@picardsteacup
@ced_berkeley
@cal_engineer

Top Mentioned in G5:
@royalsegolene

Top Mentioned in G6:
@elonmusk
@tesla
@xxicznzwjuujmgv
@waymo
@evasteslasplaid
@teslaownerssv
@dburkland
@jarjarfan69
@ltadpartners
@weatherbrains

Top Mentioned in G7:
@rigid3d
@nemesis_3d
@cheerax3d
@major_guardian

Top Mentioned in G8:
@clarkadavidson

Top Mentioned in G9:
@google
@youtube
@kiaaustralia
@apple
@android
@miattygen
@fbidetroit
@fcc
@applesupport
@att

Top Mentioned in G10:
@thomsthy

Top Tweeters
Top Tweeters in Entire Graph:
@teamyoutube
@chidambara09
@gambiste1
@robinsnewswire
@atthelp
@applesupport
@lizditz
@patriotmarie70
@crosswordbot
@drtomdepaoli

Top Tweeters in G1:
@robinsnewswire
@crosswordbot
@drtomdepaoli
@jimmyroybloom
@karrasamelia5
@mile_by_mile
@twelvebot
@drpatfarrell
@dal0028751
@gnews__

Top Tweeters in G2:
@patriotmarie70
@bikerbd
@michaelbarger1
@nvania
@lalauraru777
@raynengrace
@eliz_hightower
@carolannlemon1
@reneedahl5
@crystalbluered

Top Tweeters in G3:
@muzikscribe
@thomasmarinojr
@ladydshops
@barbiewithatude
@hustler81
@trumplar
@thetoyman1
@rospay15
@cherrybaysb
@01splcheck

Top Tweeters in G4:
@lizditz
@sunjayjk
@cjdjam
@fascinatorfun
@anonomouse1981
@bubblenoma
@tomdcoates
@drjudystone
@mikeapedia101
@stephen_c_ward

Top Tweeters in G5:
@katiaontheearth
@menardgabrielle
@torrox4
@pradier_marc
@costes13
@boris2fdg
@viveforce
@dalipas
@pardomarcel
@yukinek56432140

Top Tweeters in G6:
@business
@ailsaforshaw
@akwyz
@shi4tech
@purevdo27046751
@ladylisadcantu1
@breitbartnews
@mvollmer1
@runews
@ritikag69283079

Top Tweeters in G7:
@m0rningw00d69_2
@nforeteller
@squishy__fiend
@cr75mario
@futanari_whore
@suikodengr
@delcriox11
@rncheesus_
@kurganformercy
@smellytacosoup

Top Tweeters in G8:
@phendricks71
@robert_hove
@montpellier21
@socratic1
@jacquiewells4
@keepitbluedems
@humanwhohears
@sensei415
@allisonbakerfit
@lizones1

Top Tweeters in G9:
@teamyoutube
@atthelp
@applesupport
@pppatticake
@gmail
@googleplay
@att
@google
@googlechrome
@twittersupport

Top Tweeters in G10:
@_liciiaa_
@shaokhiara_
@itsfuckingtrack
@djtrx_
@chubbypi
@diizzykd
@warnoualz
@iamjoupi
@lily97one1
@layanival


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