(Autonomous Vehicles) OR (Self driving car) OR (Google Car), Twitter, 8/31/2022 9:20:54 PM, 281033


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(Autonomous Vehicles) OR (Self driving car) OR (Google Car)_2022-08-31_08-22-41.xlsx
(Autonomous Vehicles) OR (Self driving car) OR (Google Car)_2022-08-31_08-22-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 31, 2022
Short Description:
(Autonomous Vehicles) OR (Self driving car) OR (Google Car) via NodeXL https://bit.ly/3Bbpljz
@therealkeean
@kyivindependent
@usnavy
@kason0420
@tmboie
@hotwing77352571
@eugene_toews
@tesla
@elonmusk
@defencehq

Top hashtags:
#car
#ukraine
#uk
#selfdrivingcars
#stunt

Description:
Description
The graph represents a network of 8,699 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, 31 August 2022 at 15:31 UTC.

The requested start date was Wednesday, 31 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 6-hour, 33-minute period from Thursday, 25 August 2022 at 17:26 UTC to Wednesday, 31 August 2022 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 : 8699
Unique Edges : 3549
Edges With Duplicates : 10622
Total Edges : 14171
Number of Edge Types : 5
Tweet : 1557
Retweet : 4948
MentionsInRetweet : 5268
Replies to : 949
Mentions : 1449
Self-Loops : 1611
Reciprocated Vertex Pair Ratio : 0.00896860986547085
Reciprocated Edge Ratio : 0.0177777777777778
Connected Components : 1823
Single-Vertex Connected Components : 821
Maximum Vertices in a Connected Component : 3655
Maximum Edges in a Connected Component : 7389
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.81936
Graph Density : 9.81313387723514E-05
Modularity : 0.534306
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,699 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, 31 August 2022 at 15:31 UTC.

The requested start date was Wednesday, 31 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 6-hour, 33-minute period from Thursday, 25 August 2022 at 17:26 UTC to Wednesday, 31 August 2022 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".

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:
[18] https://www.forbes.com/sites/naveenjoshi/2022/08/05/5-moral-dilemmas-that-self-driving-cars-face-today/
[7] https://blog.google/products/google-play/how-annabel-turned-her-app-idea-into-a-growing-business/?linkId=8174596
[5] https://gaceta.es/europa/la-ue-obligara-a-poner-camaras-en-los-coches-para-detectar-la-fatiga-de-los-conductores-20220727-1255/#:~:text=La%20UE%20obligar%C3%A1%20a%20poner%20c%C3%A1maras%20en%20los%20coches%20para,la%20fatiga%20de%20los%20conductores'&text=Los%20veh%C3%ADculos%20homologados%20desde%20julio,asistencia%20al%20conductor%20(ADAS)
[2] https://news.google.com/articles/CAIiEEE6A-FW_B-wJWiC2HYGrnkqMwgEKioIACIQtBlEiNvSNMRnDE-xAq5-8CoUCAoiELQZRIjb0jTEZwxPsQKufvAwi_mmBw?uo=CAUiUGh0dHBzOi8vY2FyLW1vYnkuanAvYXJ0aWNsZS9hdXRvbW9iaWxlL3Rlc2xhL3Rlc2xhLW93bmVycy1odW5nZXItc3RyaWtlLWF1ZzIwMjIv0gEA&hl=ja&gl=JP&ceid=JP%3Aja
[2] https://www.google.com/imgres?imgurl=https://static2.bigstockphoto.com/0/8/8/large2/88008977.jpg&imgrefurl=https://www.bigstockphoto.com/search/car-pollution-cartoon/?order%3Drelevant&docid=aL-3T_J6N_YbfM&tbnid=dw4xsjwHRu89VM&vet=1&w=450&h=338&hl=en-US&source=sh/x/im
[2] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&osid=1&continue=https://docs.google.com/forms/d/e/1FAIpQLSeg8NXB33fkeHPmbdd7hzqgBXP6VmnvWECoYudGk89x4gzQBg/viewform&followup=https://docs.google.com/forms/d/e/1FAIpQLSeg8NXB33fkeHPmbdd7hzqgBXP6VmnvWECoYudGk89x4gzQBg/viewform<mpl=forms
[2] https://www.google.com/maps/place/%D9%83%D8%A7%D8%B1%D8%B2+%D8%B3%D9%8A%D8%AA%D9%8A+%D9%84%D9%84%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA+%D8%AA%D9%88%D9%8A%D9%88%D8%AA%D8%A7+Car's+City+Toyota%D8%8C+%D8%B4%D8%A7%D8%B1%D8%B9+22+%D9%85%D8%A7%D9%8A%D9%88%D8%8C+%D8%B5%D9%86%D8%B9%D8%A7%D8%A1%E2%80%8E%D8%8C+%D8%A7%D9%84%D9%8A%D9%85%D9%86%E2%80%AD/data=!4m2!3m1!1s0x1603c5ee5a3d22cb:0xb7ff70d418f58dbc?utm_source=mstt_1&entry=gps&g_ep=CAESCTExLjQyLjUwMRgAIP___________wEqAA%3D%3D
[2] https://app.adjust.com/82l7c9z?engagement_type=fallback_click&fallback=https://www.invygo.com/ar-sa&redirect_android=https://play.google.com/store/apps/details%3Fid%3Dcom.invygo.customer&redirect_ios=https://apps.apple.com/sa/app/invygo-rent-a-car-monthly/id1445676307
[2] https://www.drive.com.au/news/uk-prepares-for-fully-autonomous-vehicles-in-2025/
[2] http://com.google.android.car

Top URLs in Tweet in G2:
[18] https://www.forbes.com/sites/naveenjoshi/2022/08/05/5-moral-dilemmas-that-self-driving-cars-face-today/
[2] https://www.google.com/imgres?imgurl=https://static2.bigstockphoto.com/0/8/8/large2/88008977.jpg&imgrefurl=https://www.bigstockphoto.com/search/car-pollution-cartoon/?order%3Drelevant&docid=aL-3T_J6N_YbfM&tbnid=dw4xsjwHRu89VM&vet=1&w=450&h=338&hl=en-US&source=sh/x/im
[1] https://twitter.com/Cruise/status/1562851204686049291
[1] https://www.rac.co.uk/drive/news/autonomous-vehicles-news/could-self-driving-cars-be-on-uk-roads-by-next-year/
[1] https://forms.gle/WXpwbk8pstHsKpyq9
[1] https://dy.si/Dwbb8R
[1] https://autovista24.autovistagroup.com/news/podcast-fully-autonomous-cars-reality/?utm_source=twitter&utm_medium=social&utm_content=a24&utm_campaign=podcast&utm_term=40693644-9bc4-4bbe-a6cc-0a6c9879d232
[1] https://maps.google.com?q=Sewa+Mobil+di+Bali+Murah+Puri+Bali+Car+Rental,+Jl.+Bedugul+Gg.+Cendrawasih+No.9a,+Sidakarya,+Denpasar+Selatan,+Kota+Denpasar,+Bali+80224&ftid=0x2dd240c3a7833471:0x20946645d7771fce&hl=id-ID&gl=id&entry=gps&g_ep=CAISBjYuMzEuMxgA&shorturl=1
[1] https://onlineebook.tradepub.com/c/pubRD.mpl?sr=rss&_t=rss&qf=w_amaa09
[1] https://www.dell.com/en-us/blog/hey-wheres-my-autonomous-car/

Top URLs in Tweet in G4:
[1] https://www.cnbc.com/2022/08/16/1-dead-9-injured-after-test-car-veers-into-traffic-in-germany.html
[1] https://www.ozy.com/pg/newsletter/the-presidential-daily-brief/450440/

Top URLs in Tweet in G7:
[1] https://briefly.co/anchor/Artificial_intelligence/story/silicon-image-sensor-that-computes-device-speeds-up-simplifies-image-processing-for-autonomous-vehicles-and-other-applications?hl=1&f=landjaeger&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Artificial_intelligence

Top URLs in Tweet in G9:
[7] https://blog.google/products/google-play/how-annabel-turned-her-app-idea-into-a-growing-business/?linkId=8174596
[1] https://www.amazon.com/Charger-3-Port-Charging-Samsung-Android/dp/B09HH5L434?crid=23F8I9P61T4KS&keywords=flylead+car+charger&qid=1661648227&sprefix=FLYLEAD+,aps,204&sr=8-4&linkCode=shr&tag=370881311-20&language=en_US&ref_=as_li_ss_shr&creativeASIN=B09HH5L434&camp=213733&creative=undefined&linkId=0429d90ee0f667728cc01a794c5fc012
[1] https://t.co/2yqpkxbEIs
[1] https://t.co/YU4IBOOXK2

Top Domains
Top Domains in Tweet in Entire Graph:
[460] google.com
[88] twitter.com
[65] co.uk
[45] veille-cyber.com
[33] forbes.com
[31] bhaskar.com
[29] weforum.org
[27] futurecar.com
[27] amazon.com
[27] blog.google

Top Domains in Tweet in G1:
[1] globalnews.ca

Top Domains in Tweet in G2:
[202] google.com
[46] twitter.com
[36] co.uk
[28] forbes.com
[25] whatsapp.com
[24] aliexpress.com
[23] amazon.com
[22] com.mx
[17] drtombooks.com
[16] appsflyer.com

Top Domains in Tweet in G3:
[1] theguardian.com

Top Domains in Tweet in G4:
[7] cnet.com
[4] youtube.com
[2] theepochtimes.com
[2] ca.gov
[2] insideevs.com
[1] trib.al
[1] busbud.com
[1] eeworldonline.com
[1] revolutionized.com
[1] driveteslacanada.ca

Top Domains in Tweet in G6:
[1] gov.uk

Top Domains in Tweet in G7:
[45] veille-cyber.com
[24] weforum.org
[18] futurecar.com
[12] google.com
[5] iotworldtoday.com
[5] twinybots.ch
[3] selfdrivingcars360.com
[3] trib.al
[2] zdnet.com
[2] autonomousvehicleinternational.com

Top Domains in Tweet in G9:
[26] blog.google
[3] ebay.com
[2] twitter.com
[2] t.co
[1] umich.edu
[1] pv-magazine-australia.com
[1] com.ng
[1] youtube.com
[1] autonews.com
[1] amazon.com

Top Domains in Tweet in G10:
[1] navalnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[163] car
[109] ukraine
[104] uk
[85] selfdrivingcars
[65] stunt
[65] racing
[60] liability
[60] protections
[59] google
[56] ai



Top Hashtags in Tweet in G2:
[58] car
[51] selfdrivingcar
[48] autonomouscar
[29] selfdriving
[28] automation
[28] smartcity
[25] amazon
[24] aliexpress
[24] rt
[16] google

Top Hashtags in Tweet in G3:
[103] ukraine

Top Hashtags in Tweet in G4:
[7] tesla
[5] electricvehicles
[1] teslaphobia
[1] nft
[1] fsd
[1] ai

Top Hashtags in Tweet in G7:
[76] selfdrivingcars
[61] uk
[60] liability
[60] protections
[43] cryptocurrencies
[42] ai
[29] fintech
[26] autonomousvehicles
[25] insurtech
[21] tesla

Top Hashtags in Tweet in G9:
[27] weareplay
[2] armor
[2] army247
[2] sextrafficking
[1] buttigieg2024
[1] usarmy
[1] car
[1] cars
[1] atrisk
[1] women

Top Hashtags in Tweet in G10:
[1] minewarfare

Top Words
Top Words in Tweet in Entire Graph:
[5031] car
[1938] someone
[1933] anti
[1929] demonstration
[1928] remember
[1925] drove
[1915] trudeau
[1913] chrystia
[1913] freeland
[1913] condemn

Top Words in Tweet in G1:
[1908] remember
[1907] someone
[1907] drove
[1907] car
[1907] anti
[1907] trudeau
[1907] demonstration
[1907] chrystia
[1907] freeland
[1907] condemn

Top Words in Tweet in G2:
[817] car
[310] driving
[301] google
[278] self
[220] autonomous
[213] vehicles
[102] cars
[88] co
[67] ai
[67] android

Top Words in Tweet in G3:
[635] drones
[635] clear
[634] uk
[634] coastline
[531] send
[531] undersea
[531] minehunter
[531] ukraine
[531] help
[531] defense

Top Words in Tweet in G4:
[124] driving
[113] self
[105] car
[97] tesla
[82] elonmusk
[48] full
[47] vehicles
[46] beta
[45] wholemarsblog
[41] autonomous

Top Words in Tweet in G5:
[195] filles
[195] compte
[195] voiler
[195] affichez
[195] votre
[195] awra
[195] ici
[195] car
[195] toute
[195] photo

Top Words in Tweet in G6:
[185] drones
[185] clear
[178] personnel
[178] use
[178] mines
[177] giving
[177] six
[177] underwater
[177] training
[177] coast

Top Words in Tweet in G7:
[76] #selfdrivingcars
[70] plan
[70] details
[61] #uk
[60] #liability
[60] #protections
[52] car
[47] self
[47] driving
[45] vehicles

Top Words in Tweet in G8:
[125] needs
[125] attention
[125] aries
[125] car
[125] driving
[125] taurus
[125] paperwork
[125] details
[125] gems
[125] intuition

Top Words in Tweet in G9:
[49] car
[27] trouble
[27] turned
[27] light
[27] bulb
[27] moment
[27] ak_angwenyi
[27] read
[27] #weareplay
[27] story

Top Words in Tweet in G10:
[73] report
[73] isr
[73] capability
[73] india's
[73] mechanized
[73] infantry
[73] being
[73] strengthened
[73] mini
[73] uavs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1913] remember,someone
[1913] someone,drove
[1913] drove,car
[1913] car,anti
[1913] anti,trudeau
[1913] trudeau,demonstration
[1913] demonstration,chrystia
[1913] chrystia,freeland
[1913] freeland,condemn
[1912] therealkeean,remember

Top Word Pairs in Tweet in G1:
[1907] remember,someone
[1907] someone,drove
[1907] drove,car
[1907] car,anti
[1907] anti,trudeau
[1907] trudeau,demonstration
[1907] demonstration,chrystia
[1907] chrystia,freeland
[1907] freeland,condemn
[1906] therealkeean,remember

Top Word Pairs in Tweet in G2:
[248] self,driving
[156] driving,car
[151] autonomous,vehicles
[48] #autonomouscar,#selfdrivingcar
[45] google,maps
[37] driving,cars
[30] android,auto
[29] car,crashes
[28] human,error
[28] error,common

Top Word Pairs in Tweet in G3:
[634] clear,coastline
[531] uk,send
[531] send,undersea
[531] undersea,minehunter
[531] minehunter,drones
[531] drones,ukraine
[531] ukraine,help
[531] help,clear
[531] coastline,defense
[531] defense,ministry

Top Word Pairs in Tweet in G4:
[108] self,driving
[46] full,self
[45] driving,car
[30] driving,beta
[29] autonomous,vehicles
[20] tesla,full
[17] dream,one
[17] one,day
[17] day,tesla
[17] beta,available

Top Word Pairs in Tweet in G5:
[195] filles,compte
[195] compte,voiler
[195] voiler,affichez
[195] affichez,votre
[195] votre,awra
[195] awra,ici
[195] ici,car
[195] car,toute
[195] toute,photo
[195] photo,reste

Top Word Pairs in Tweet in G6:
[177] giving,six
[177] six,underwater
[177] underwater,drones
[177] drones,training
[177] training,personnel
[177] personnel,use
[177] use,clear
[177] clear,coast
[177] coast,mines
[176] defencehq,giving

Top Word Pairs in Tweet in G7:
[60] #uk,plan
[60] plan,#selfdrivingcars
[60] #selfdrivingcars,details
[60] details,#liability
[60] #liability,#protections
[47] self,driving
[43] #protections,#cryptocurrencies
[39] veillecyber3,#uk
[39] #cryptocurrencies,#machinele
[26] autonomous,vehicles

Top Word Pairs in Tweet in G8:
[125] needs,attention
[125] attention,aries
[125] aries,car
[125] car,driving
[125] driving,taurus
[125] taurus,paperwork
[125] paperwork,details
[125] details,gems
[125] gems,intuition
[125] intuition,cancer

Top Word Pairs in Tweet in G9:
[27] car,trouble
[27] trouble,turned
[27] turned,light
[27] light,bulb
[27] bulb,moment
[27] moment,ak_angwenyi
[27] ak_angwenyi,read
[27] read,#weareplay
[27] #weareplay,story
[26] googleplaybiz,car

Top Word Pairs in Tweet in G10:
[73] report,isr
[73] isr,capability
[73] capability,india's
[73] india's,mechanized
[73] mechanized,infantry
[73] infantry,being
[73] being,strengthened
[73] strengthened,mini
[73] mini,uavs
[73] uavs,see

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@neom
@latestinspace
@sawyermerritt
@tweetermeyer
@googlemaps
@alanohnsman
@bigblackjacobin
@vonderleyen
@montanaseptic

Top Replied-To in G3:
@kyivindependent

Top Replied-To in G4:
@elonmusk
@latestinspace
@sawyermerritt
@montanaseptic
@heydave7
@wholemarsblog
@realdanodowd
@daringspace1
@mitchellbroadb3
@reuters

Top Replied-To in G7:
@zackbogue
@scmpnews
@thedigitalland1

Top Replied-To in G9:
@motionaldrive
@richardgrenell
@google
@audracaine
@herschelwalker
@car_trump
@xipolitos1
@laelwix
@wkamaubell

Top Replied-To in G10:
@narendramodi
@karunagopal1

Top Mentioned
Top Mentioned in Entire Graph:
@therealkeean
@kyivindependent
@yrxslk
@defencehq
@glowingupfire
@glasnostgone
@thelegatein
@elonmusk
@tidalcats
@jacksonhinklle

Top Mentioned in G1:
@therealkeean

Top Mentioned in G2:
@ma95791026komal
@futurecar_media
@koop_ai
@frankautobody_
@kivnonusa
@daring35991901
@petekeeley
@tellmebest
@motoristnews
@motorists

Top Mentioned in G3:
@kyivindependent
@glasnostgone
@markrid89403375
@messypouokam
@therealkeean
@cgmeifangzhang
@defencehq

Top Mentioned in G4:
@elonmusk
@wholemarsblog
@tesla
@russ1mitchell
@bama_sass
@gordonjohnson19
@realdanodowd
@tdanetwork
@npetallides
@latestinspace

Top Mentioned in G5:
@yrxslk

Top Mentioned in G6:
@defencehq
@telegraphworld
@kyivindependent

Top Mentioned in G7:
@veillecyber3
@spirosmargaris
@guidaautonoma
@stratorob
@kirkdborne
@hseas
@cnn
@waymo
@china4tech
@scmpnews

Top Mentioned in G8:
@glowingupfire

Top Mentioned in G9:
@ak_angwenyi
@googleplaybiz
@google
@usarmy
@getziada
@umich
@bedlam_squatter
@amazon
@lifeoutsidebox1
@goo

Top Mentioned in G10:
@thelegatein
@navalnewscom
@kyivindependent
@pmoindia
@indiannavy
@iaf_mcc
@drdo_india
@adgpi
@narendramodi
@blsanthosh

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@tesco
@paoloigna1
@chidambara09
@souljahsingh
@jurylady5
@marciojmsilva
@mobiquotes
@hrblock_21
@s9tmt

Top Tweeters in G1:
@souljahsingh
@jondknight
@mscontrariansci
@ailsaforshaw
@hustler81
@diabolo741
@tuprimonv
@sheelaghg
@dihoppy
@frank29650703

Top Tweeters in G2:
@mobiquotes
@newsoneplace
@bob_stinson1234
@drtomdepaoli
@jbswhatson
@rameshagrawal95
@boet_themba
@mile_by_mile
@twelvebot
@dal0028751

Top Tweeters in G3:
@7b73f39b85e1415
@lllwry
@cnbsnana
@billieo2
@elkehollings
@bassaces1
@hockeyfangirl12
@mstepczyk
@kimpy123
@catherinemginn

Top Tweeters in G4:
@reuters
@jhamby
@ians_india
@nancychadbourne
@sakak
@epochtimes
@sakamoto2ryouma
@wholemarsblog
@honda
@pardoe_ai

Top Tweeters in G5:
@saaaaf__
@__78170
@msdy_08
@luxuryniax
@_queente
@aminata_225
@al_bouiriia
@__blvckgirl
@inb_manit45140
@mcdoftdiego

Top Tweeters in G6:
@_redfrog
@wadakashiho
@ansisegle
@pollsstar
@scheerenberger
@free_media_hub
@benedictmpwhite
@ak2webd3
@jmescoda
@kargadan

Top Tweeters in G7:
@sectest9
@chidambara09
@cybersecurityn8
@xeronbot
@fintechna
@calcaware
@godfrey_g_
@thecuriousluke
@nicochan33
@shi4tech

Top Tweeters in G8:
@thornirisribbon
@professorpash
@dimakatsos05
@natashajeneeee
@highoffkennedi
@kng_yang
@deemolishh
@uraznpersuasion
@itgirlky
@crownme_bitxchh

Top Tweeters in G9:
@marciojmsilva
@latimes
@philosocrat
@gmail
@googleplay
@google
@vocedaustralia
@vrhiphop
@babupspkfan
@lyft

Top Tweeters in G10:
@innovativehindu
@rpandya72
@mark45dominic
@anil7kishan
@indiaunleashed_
@vinodku71488162
@sanghi257
@s97nishu
@triathium173
@fassbear


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