(Autonomous Vehicles) OR (Self driving car) OR (Google Car), Twitter, 4/23/2021 5:00:25 PM, 253381


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(Autonomous Vehicles) OR (Self driving car) OR (Google Car)_2021-04-22_08-16-01.xlsx
(Autonomous Vehicles) OR (Self driving car) OR (Google Car)_2021-04-22_08-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 23, 2021
Short Description:
(Autonomous Vehicles) OR (Self driving car) OR (Google Car) via NodeXL https://bit.ly/3tGS3T3
@investingcom
@lorakolodny
@elonmusk
@maxkennerly
@valaafshar
@tesla
@kerrijai
@50firsttates
@sbalatan
@arkinvest

Top hashtags:
#ai
#autonomousvehicles
#machinelearning

Description:
Description
The graph represents a network of 8,809 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 Thursday, 22 April 2021 at 15:25 UTC.

The requested start date was Wednesday, 21 April 2021 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 3-day, 12-hour, 48-minute period from Saturday, 17 April 2021 at 11:12 UTC to Wednesday, 21 April 2021 at 00:01 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 : 8809
Unique Edges : 4383
Edges With Duplicates : 9882
Total Edges : 14265
Number of Edge Types : 5
Tweet : 1615
Retweet : 4600
MentionsInRetweet : 5010
Mentions : 1874
Replies to : 1166
Self-Loops : 1666
Reciprocated Vertex Pair Ratio : 0.0107625672660454
Reciprocated Edge Ratio : 0.0212959355927802
Connected Components : 1922
Single-Vertex Connected Components : 971
Maximum Vertices in a Connected Component : 2676
Maximum Edges in a Connected Component : 5253
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.981224
Graph Density : 9.92529005664568E-05
Modularity : 0.563454
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,809 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 Thursday, 22 April 2021 at 15:25 UTC.

The requested start date was Wednesday, 21 April 2021 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 3-day, 12-hour, 48-minute period from Saturday, 17 April 2021 at 11:12 UTC to Wednesday, 21 April 2021 at 00:01 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:
[30] https://baltimore.cbslocal.com/2021/04/16/missing-72-year-old-essex-man-found-dead-vehicle-submerged-in-local-creek/
[30] https://drive.google.com/drive/folders/1ApYaWlAA_EZdyIERntdYMCZLX-VJUqHL?usp=sharing
[28] https://technative.io/self-driving-data-the-role-of-automation-in-autonomous-vehicles/
[28] https://play.google.com/store/apps/details?id=com.playwithgames.Roundabout2Parking
[28] https://www.youtube.com/channel/UCLnL2JTWTu_0iypfvt1mXZA?sub_confirmation=1
[19] https://twitter.com/JoTechTracker/status/1190522412695244800?s=19
[17] https://www.click2houston.com/news/local/2021/04/18/2-men-dead-after-fiery-tesla-crash-in-spring-officials-say/
[15] https://coruzant.com/autotech/the-six-different-levels-of-autonomous-vehicles/
[13] https://drive.google.com/file/d/1YDe4dBAHTopuJayy16B6vEMvkGvYyKPD/view?usp=sharing
[13] https://www.cnbc.com/2021/04/15/walmart-investing-in-gms-cruise-self-driving-car-company.html

Top URLs in Tweet in G2:
[7] https://play.google.com/store/apps/details?id=com.gumtree.android
[6] https://thenextweb.com/news/canadian-police-driver-drunk-nope-self-driving
[6] https://www.delltechnologies.com/en-us/blog/driving-the-future-with-ai-hpc-and-data/
[5] https://www.techdigest.tv/2021/04/volvo-has-teamed-up-with-didi-autonomous-driving-to-provide-autonomous-vehicles-for-didis-self-driving-test-fleet.html
[4] https://twitter.com/tweetermeyer/status/1383778011766398983
[4] https://www.cnbc.com/2021/04/15/walmart-investing-in-gms-cruise-self-driving-car-company.html
[4] https://twitter.com/Tweetermeyer/status/1383778011766398983
[4] https://cleantechnica.com/2021/04/19/autonomous-vehicles-dont-need-to-be-mandatory/
[4] https://www.mymac.com/2021/04/techfan-podcast-454-plex-semi-conductor/
[4] https://selfdrive.ae

Top URLs in Tweet in G3:
[5] https://www.morningbrew.com/daily/stories/2021/04/16/ocado-looks-autonomous-vehicles-investment-oxbotica
[2] https://cleantechnica.com/2021/04/19/autonomous-vehicles-dont-need-to-be-mandatory/
[1] https://fortune.com/2021/03/16/volkswagen-evs-overhaul-2025/
[1] https://www.cnbc.com/2020/10/15/elon-musk-cuts-tesla-model-s-price-twice-in-one-week.html
[1] https://www.prnewswire.com/news-releases/autox-selects-arbes-4d-imaging-radar-platform-for-level-4-autonomous-vehicles-301271339.html
[1] https://m.benzinga.com/article/20624418
[1] https://twitter.com/kprc2deven/status/1383791730575638542
[1] https://twitter.com/garyblack00/status/1383773019194019851
[1] https://www.morningbrew.com/emerging-tech/s/your-guide-to-autonomous-vehicles

Top URLs in Tweet in G4:
[10] https://www.teslarati.com/tesla-elon-musk-fatal-crash-texas-autopilot-full-self-driving/#disqus_thread
[3] https://www.click2houston.com/news/local/2021/04/18/2-men-dead-after-fiery-tesla-crash-in-spring-officials-say/
[3] https://www.youtube.com/watch?v=JNUCalp4ixM&feature=youtu.be

[2] https://www.youtube.com/watch?v=9KtkIarbnMg&feature=youtu.be

[2] https://www.nytimes.com/2015/03/20/automobiles/video-feature-inside-the-f-015-mercedess-self-driving-car.html
[1] https://www.youtube.com/watch?v=LU9JUxyncuM&feature=youtu.be

[1] https://www.teslarati.com/insane-quotes-2014-elon-musk-tesla-motors-team/
[1] https://www.cnbc.com/2021/04/15/walmart-investing-in-gms-cruise-self-driving-car-company.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[1] https://www.wired.com/story/fatal-crash-renews-concerns-teslas-autopilot/
[1] https://abcnews.go.com/US/ntsb-investigating-tesla-crash-fire-killed-florida-teens/story?id=55062449

Top URLs in Tweet in G6:
[5] https://www.zdnet.com/article/disruptive-innovation-2021-these-15-big-ideas-are-most-likely-to-change-the-world/
[2] https://www.technologyreview.com/2019/04/30/135556/how-a-google-street-view-image-of-your-house-predicts-your-risk-of-a-car-accident/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1618606133

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2021/04/18/business/tesla-fatal-crash-texas.html
[1] https://www.barrons.com/articles/autonomous-driving-is-closer-than-you-think-but-not-because-of-tesla-51618620549

Top URLs in Tweet in G8:
[27] https://technative.io/self-driving-data-the-role-of-automation-in-autonomous-vehicles/
[10] https://www.thedrive.com/news/39609/hondas-now-selling-the-worlds-first-production-car-with-level-3-self-driving-tech
[7] https://coruzant.com/autotech/the-six-different-levels-of-autonomous-vehicles/
[5] http://www.globalbigdataconference.com/news/146466/how-autonomous-vehicles-could-help-the-elderly-and-disabled-in-the-near-future.html
[4] https://www.forbes.com/sites/lanceeliot/2021/04/17/precipice-edginess-when-a-self-driving-car-drives-down-a-super-steep-slope-like-these-top-ten-us-vertical-drop-streets/
[3] https://t.co/oecMWNUvz1
[2] https://news.cision.com/nokian-tyres/r/autonomous-vehicles-with-smart-tires-are-on-the-way---safer-driving-is-on-the-horizon,c3329018?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.bcg.com/de-de/publications/2020/how-autonomous-vehicles-can-benefit-urban-mobility
[2] https://www.forbes.com/sites/selikajosiahtalbott/2020/08/20/where-are-we-with-public-sentiment-on-autonomous-vehicles/#753349021b92
[1] https://ark-invest.com/newsletters/issue-266/?utm_content=162942260&utm_medium=social&utm_source=twitter&hss_channel=tw-2398137084

Top URLs in Tweet in G9:
[1] https://twitter.com/xio_dio/status/1384320487975636992
[1] https://www.huffpost.com/entry/autonomous-vehicles-uncertain-future_n_5d4c71f4e4b09e7297435cd4
[1] https://www.caranddriver.com/news/a35785277/tesla-fsd-california-self-driving/

Top Domains
Top Domains in Tweet in Entire Graph:
[419] google.com
[173] twitter.com
[75] youtube.com
[64] co.uk
[45] easybranches.com
[31] cbslocal.com
[28] technative.io
[27] linkedin.com
[26] patch.com
[23] techrepublic.com

Top Domains in Tweet in G2:
[177] google.com
[92] twitter.com
[30] co.uk
[26] patch.com
[19] linkedin.com
[12] whatsapp.com
[10] youtube.com
[9] apple.com
[9] theguardian.com
[9] dy.si

Top Domains in Tweet in G3:
[6] morningbrew.com
[2] twitter.com
[2] cleantechnica.com
[1] fortune.com
[1] cnbc.com
[1] prnewswire.com
[1] benzinga.com

Top Domains in Tweet in G4:
[11] youtube.com
[11] teslarati.com
[8] twitter.com
[3] click2houston.com
[3] nytimes.com
[2] usatoday.com
[2] wsj.com
[1] cnbc.com
[1] wired.com
[1] go.com

Top Domains in Tweet in G6:
[5] zdnet.com
[2] technologyreview.com

Top Domains in Tweet in G7:
[1] nytimes.com
[1] barrons.com

Top Domains in Tweet in G8:
[27] technative.io
[10] thedrive.com
[9] forbes.com
[7] coruzant.com
[5] globalbigdataconference.com
[3] t.co
[3] readyforsocial.com
[2] cision.com
[2] bcg.com
[2] aitrends.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] huffpost.com
[1] caranddriver.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[90] ai
[71] autonomousvehicles
[66] machinelearning
[56] tesla
[54] technology
[45] autonomous
[45] datascience
[43] 100daysofcode
[41] artificialintelligence
[40] selfdrivingcar



Top Hashtags in Tweet in G2:
[38] selfdrivingcar
[36] autonomouscar
[17] tesla
[13] autonomous
[13] cars
[11] car
[10] selfdriving
[10] google
[10] cardetailing
[9] ai

Top Hashtags in Tweet in G3:
[2] shanghaiautoshow
[1] siliconvalley
[1] tesla
[1] evs
[1] climateaction
[1] tech
[1] ocado
[1] groceries
[1] grocery
[1] electricvehicles

Top Hashtags in Tweet in G4:
[9] tesla
[6] autopilot
[4] jesuit
[4] tmobiletuesdays
[4] contest
[3] selfdriving
[2] teslacrash
[2] car
[1] earthday
[1] deadly

Top Hashtags in Tweet in G8:
[53] machinelearning
[42] 100daysofcode
[40] datascience
[38] codenewbie
[37] ai
[30] arkdisrupt
[25] cloud
[25] artificialintelligence
[22] autonomousvehicles
[18] ml

Top Words
Top Words in Tweet in Entire Graph:
[6366] car
[4101] driving
[3688] self
[1372] autonomous
[1311] tesla
[1264] vehicles
[1161] don
[1156] going
[1127] ur
[1099] care

Top Words in Tweet in G1:
[2163] car
[1081] self
[1081] driving
[1080] 50firsttates
[1080] brick
[1080] don
[1080] care
[1080] ur
[1080] going

Top Words in Tweet in G2:
[784] car
[522] driving
[442] self
[329] autonomous
[289] vehicles
[180] google
[124] tesla
[82] cars
[79] more
[70] vehicle

Top Words in Tweet in G3:
[490] musk
[446] car
[444] driving
[443] self
[442] full
[442] autopilot
[440] feature
[440] bought
[440] crashed
[440] logs

Top Words in Tweet in G4:
[228] car
[208] driving
[181] self
[147] tesla
[114] elonmusk
[76] autopilot
[71] full
[61] crash
[49] vehicles
[47] autonomous

Top Words in Tweet in G5:
[369] puppy
[369] chasing
[369] google
[369] maps
[369] car
[368] nosensememe

Top Words in Tweet in G6:
[273] 15
[273] 2021
[273] deep
[273] learning
[273] ai
[273] virtual
[273] worlds
[273] gaming
[273] ar
[273] vr

Top Words in Tweet in G7:
[222] tesla
[222] vehicles
[221] maxkennerly
[221] admits
[221] cars
[221] autonomous
[221] accordingly
[221] operate
[221] one
[221] driver's

Top Words in Tweet in G8:
[117] driving
[108] self
[78] car
[70] autonomous
[65] vehicles
[60] johnson
[53] #machinelearning
[42] #100daysofcode
[40] #datascience
[38] machine

Top Words in Tweet in G9:
[235] cars
[229] private
[228] bad
[140] bigblackjacobin
[131] driving
[128] car
[127] self
[115] ownership
[114] actually
[114] transportation

Top Words in Tweet in G10:
[134] driving
[133] self
[133] car
[101] musk
[101] full
[99] feature
[99] bought
[99] crashed
[99] logs
[99] show

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3567] self,driving
[2000] driving,car
[1146] car,self
[1081] brick,don
[1081] don,care
[1080] 50firsttates,car
[1080] car,brick
[1080] care,ur
[1080] ur,going
[812] full,self

Top Word Pairs in Tweet in G1:
[1081] car,self
[1081] self,driving
[1081] driving,car
[1080] 50firsttates,car
[1080] car,brick
[1080] brick,don
[1080] don,care
[1080] care,ur
[1080] ur,going

Top Word Pairs in Tweet in G2:
[412] self,driving
[226] driving,car
[191] autonomous,vehicles
[59] full,self
[51] autonomous,driving
[42] car,fire
[38] driving,cars
[36] #autonomouscar,#selfdrivingcar
[30] driving,vehicle
[27] weride,chinese

Top Word Pairs in Tweet in G3:
[443] self,driving
[441] full,self
[440] driving,feature
[440] feature,bought
[440] bought,crashed
[440] crashed,car
[440] logs,show
[440] show,autopilot
[439] autopilot,enabled
[435] musk,full

Top Word Pairs in Tweet in G4:
[173] self,driving
[71] full,self
[60] driving,car
[29] autonomous,vehicles
[26] two,men
[22] tesla,crash
[21] thought,lot
[21] lot,tsla
[21] tsla,crash
[21] crash,news

Top Word Pairs in Tweet in G5:
[369] puppy,chasing
[369] chasing,google
[369] google,maps
[369] maps,car
[368] nosensememe,puppy

Top Word Pairs in Tweet in G6:
[273] 2021,deep
[273] deep,learning
[273] learning,ai
[273] ai,virtual
[273] virtual,worlds
[273] worlds,gaming
[273] gaming,ar
[273] ar,vr
[273] vr,digital
[273] digital,wallets

Top Word Pairs in Tweet in G7:
[221] tesla,admits
[221] admits,cars
[221] cars,autonomous
[221] autonomous,accordingly
[221] accordingly,vehicles
[221] vehicles,operate
[221] operate,one
[221] one,driver's
[220] maxkennerly,tesla

Top Word Pairs in Tweet in G8:
[107] self,driving
[57] driving,car
[54] autonomous,vehicles
[38] machine,learning
[38] learning,engineers
[38] engineers,training
[38] training,self
[38] car,#machinelearning
[38] #machinelearning,#datascience
[38] #datascience,#100daysofcode

Top Word Pairs in Tweet in G9:
[127] self,driving
[117] driving,cars
[115] private,car
[115] car,ownership
[113] bigblackjacobin,self
[113] cars,actually
[113] actually,bad
[113] bad,cars
[113] cars,bad
[113] bad,endless

Top Word Pairs in Tweet in G10:
[133] self,driving
[101] full,self
[99] musk,full
[99] driving,feature
[99] feature,bought
[99] bought,crashed
[99] crashed,car
[99] logs,show
[99] show,autopilot
[99] autopilot,enabled

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@scottadamssays
@bigblackjacobin
@nationbreaking
@naija_pr
@aricohn
@brianinyourhead
@reuters
@tmobile
@nypost

Top Replied-To in G1:
@50firsttates
@sherimamagg3

Top Replied-To in G3:
@tortoiseanhare
@forstall_
@cleantechnica

Top Replied-To in G4:
@elonmusk
@tmobile
@the_law_boy
@teslacharts
@kprc2deven
@wholemarsblog
@gerberkawasaki
@teslahunterx
@driveteslaca
@swairjoferas

Top Replied-To in G6:
@valaafshar
@techreview

Top Replied-To in G7:
@nth_infusion

Top Replied-To in G8:
@apple
@deitaone
@banker88ny
@wswmuc
@matthewlennig
@lizzaerd
@visheshrr
@forbes

Top Replied-To in G9:
@bigblackjacobin
@natlyjune
@mortentor
@dudewaldo4
@parismarx
@obladioblada987
@the_treedweller
@uofutes
@gbrunini98
@justmunford

Top Replied-To in G10:
@thehill
@musingdave
@oftenneverwrong
@camachosacct
@guninmybirkin

Top Mentioned
Top Mentioned in Entire Graph:
@50firsttates
@investingcom
@nosensememe
@valaafshar
@maxkennerly
@bigblackjacobin
@fxhedgers
@lorakolodny
@elonmusk
@easy_branches

Top Mentioned in G1:
@50firsttates
@kenjennings

Top Mentioned in G2:
@carol_must
@jayi_wang
@drjonesaa
@car_lota12
@kimlaurdashian
@natewazoo
@eti_verde
@tejramm06725942
@zacburgess1999
@usa_feeds

Top Mentioned in G3:
@investingcom
@cfromhertz
@morningbrew
@psk2329
@lucidmotors
@fxhedgers
@alexcutler247
@alpha_oskar
@gefra01
@markanthonychoo

Top Mentioned in G4:
@elonmusk
@tesla
@semicynic
@wsj
@johnmcquaid
@amart15416132
@wholemarsblog
@youtube
@kprc2
@jcoviedo6

Top Mentioned in G5:
@nosensememe

Top Mentioned in G6:
@valaafshar
@techreview
@investingcom
@pavlosprokopeas

Top Mentioned in G7:
@maxkennerly
@stanphylcap

Top Mentioned in G8:
@theinsaneapp
@arkinvest
@technative
@forbes
@digitaleu
@defis_eu
@analytics_699
@tlloydjones
@millennialbrnch
@sheraj99

Top Mentioned in G9:
@bigblackjacobin
@parismarx
@gayaman_photo
@itskylelucas
@gsiroisg
@cj07890
@tante
@jjoque
@antifastooge
@uofutes

Top Mentioned in G10:
@fxhedgers
@guninmybirkin
@wr4nygov
@thehill
@investingcom
@lorakolodny
@psygrav
@cfromhertz

Top Tweeters
Top Tweeters in Entire Graph:
@this_vid
@seiyu_japan
@easy_branches
@downloaderbot
@threadreaderapp
@getvideobot
@phildecarolis
@cybersec_feeds
@chidambara09
@bella623

Top Tweeters in G1:
@gildermike
@shero4hire
@norareed
@whiskycavalier_
@wittyhendrix
@darksidedeb
@drtony44
@princessclerkto
@markbuckawicki
@maddidarlinggg

Top Tweeters in G2:
@crweworld
@blackcentaurfx
@hfdincidents
@lucas_wyrsch
@thedextazlab
@flashalert_me
@rameshagrawal95
@fl85
@flyin18t
@dal0028751

Top Tweeters in G3:
@gambiste1
@putzie63
@marcvegan
@sdot_meezy
@lovelylanvin
@ffrreemarkets
@miguelicarlos
@usroute41
@iblacksheep
@idhamfiqriey

Top Tweeters in G4:
@69nicebot69
@tmobile
@wsj
@freep
@danielleduches
@kprc2
@tomdcoates
@chinchillazllla
@fox5sandiego
@newstruthliz

Top Tweeters in G5:
@2ndofjan
@realmlys
@narumiakira
@harrypopterrr
@t11wjm
@filter_twilight
@miintare
@bartzebest
@babygyow
@qwxiv

Top Tweeters in G6:
@aepishere
@flight_refunds
@chrisbrey1
@gmizrachi
@valaafshar
@nomoreslaves
@jennykim
@ndsolanki
@eddydaud
@mucketymucks

Top Tweeters in G7:
@ansisegle
@debr3322
@vmbritsch
@on_bender
@lkjtexas
@nitenitemelissa
@andrea_51544005
@plankysmith
@parrypierce
@crooow1

Top Tweeters in G8:
@chidambara09
@xaelbot
@mcdonalds
@troubleddays
@ssxman2
@dataaugmented
@trendsinai
@ml_tweet_bot
@hubofml
@fabriciosx

Top Tweeters in G9:
@faketitojohnson
@starrybutch
@andreyonthespot
@fabucat
@trollprincess
@sherrodharris
@duckyaisha
@cosmicmon
@matttbastard
@thenotsohotmess

Top Tweeters in G10:
@thehill
@asher_wolf
@500kflea
@geniuskhan
@obiwillkenobiii
@wrgerman
@hitukishinji
@toru_clementi
@jstayskickinit
@djmikeylion


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