#selfdrivingcars, Twitter, 6/16/2021 10:56:08 PM, 257081


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#selfdrivingcars_2021-06-16_05-36-01.xlsx
#selfdrivingcars_2021-06-16_05-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 16, 2021
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/2U7OPel
@robotconsumer
@guidaautonoma
@jeroenbartelse
@analytics_699
@pinakilaskar
@mvollmer1
@antgrasso
@godfrey_g_
@fisheyebox
@enricomolinari

Top hashtags:
#analytics
#iot
#machinelearning
#rstats
#ai
#iiot
#python

Description:
Description
The graph represents a network of 1,479 Twitter users whose tweets in the requested range contained "#selfdrivingcars", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 June 2021 at 12:44 UTC.

The requested start date was Wednesday, 16 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 11-day, 7-hour, 30-minute period from Friday, 04 June 2021 at 14:03 UTC to Tuesday, 15 June 2021 at 21:34 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 : 1479
Unique Edges : 1714
Edges With Duplicates : 14806
Total Edges : 16520
Number of Edge Types : 5
Mentions : 1000
Retweet : 6679
MentionsInRetweet : 8251
Tweet : 560
Replies to : 30
Self-Loops : 810
Reciprocated Vertex Pair Ratio : 0.0282892981051508
Reciprocated Edge Ratio : 0.0550220607318972
Connected Components : 90
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 1330
Maximum Edges in a Connected Component : 16324
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.342026
Graph Density : 0.00176261069497091
Modularity : 0.172759
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,479 Twitter users whose tweets in the requested range contained "#selfdrivingcars", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 June 2021 at 12:44 UTC.

The requested start date was Wednesday, 16 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 11-day, 7-hour, 30-minute period from Friday, 04 June 2021 at 14:03 UTC to Tuesday, 15 June 2021 at 21:34 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 : #selfdrivingcars
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:
[106] https://www.selfdrivingcars360.com/
[54] https://www.linkedin.com/posts/pinakilaskar_neuroscience-machinelearning-artificialintelligence-activity-6808598402868269056-tM2-
[43] https://www.linkedin.com/posts/pinakilaskar_machinelearning-deeplearning-neuralnetworks-activity-6807205991508176896-FV9T
[41] https://www.figma.com/community/file/983313012710779751
[40] https://sedo.com/search/details/?partnerid=324561&language=us&domain=evcharger.app&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[36] https://twitter.com/iot_automotive/timelines/1122115041417887744
[34] https://techcrunch.com/2021/06/03/waymos-driverless-taxi-service-can-now-be-accessed-on-google-maps/amp/
[31] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[29] https://electrek.co/2021/06/10/tesla-hire-self-driving-car-test-drivers-around-the-world/
[27] https://www.linkedin.com/posts/pinakilaskar_agi-autonomousdriving-machinelearning-activity-6807502366930198528-OqKl

Top URLs in Tweet in G1:
[28] https://techcrunch.com/2021/06/03/waymos-driverless-taxi-service-can-now-be-accessed-on-google-maps/amp/
[27] https://electrek.co/2021/06/10/tesla-hire-self-driving-car-test-drivers-around-the-world/
[18] https://techcrunch.com/2021/05/24/germany-gives-greenlight-to-driverless-vehicles-on-public-roads/
[17] https://www.wsj.com/articles/self-driving-cars-could-be-decades-away-no-matter-what-elon-musk-said-11622865615?utm_content=bufferb2341&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[7] https://www.forbes.com/sites/lanceeliot/2021/06/14/heres-how-ransomware-is-going-to-fiendishly-impede-ai-self-driving-cars/?sh=2b023de37b63&utm_content=buffer12ce3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://jalopnik.com/a-huge-chunk-of-america-is-getting-a-new-electric-car-c-1846398150?utm_content=bufferb44e8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://venturebeat.com/2021/05/14/computers-that-come-with-wheels/
[2] https://marketresearchtelecast.com/ten-electric-cars-that-failed/63250/
[2] https://ourworldindata.org/battery-price-decline

Top URLs in Tweet in G2:
[49] https://www.linkedin.com/posts/pinakilaskar_neuroscience-machinelearning-artificialintelligence-activity-6808598402868269056-tM2-
[35] https://www.linkedin.com/posts/pinakilaskar_machinelearning-deeplearning-neuralnetworks-activity-6807205991508176896-FV9T
[34] https://www.figma.com/community/file/983313012710779751
[25] https://www.linkedin.com/posts/pinakilaskar_agi-autonomousdriving-machinelearning-activity-6807502366930198528-OqKl
[21] https://www.linkedin.com/posts/pinakilaskar_flyingcars-futuremobility-autonomousvehicles-activity-6810421089836023808-jTIu
[21] https://www.behance.net/gallery/120971885/Product-details-page
[18] https://www.linkedin.com/posts/fisheyebox_machinelearning-quantumcomputing-artificialintelligence-activity-6809815787893780480-7Wck
[18] https://www.figma.com/community/file/983320043566577512/Employee-Card-Design
[15] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-digitaltransformation-activity-6808239496459554816-Z_FV
[14] https://acca.lk/leakannx/tech-company-working-on-driverless-car-fleet

Top URLs in Tweet in G3:
[40] https://sedo.com/search/details/?partnerid=324561&language=us&domain=evcharger.app&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[34] https://twitter.com/iot_automotive/timelines/1122115041417887744
[21] https://twitter.com/iot_automotive/timelines/1369658804976062464
[20] https://www.iamexpat.de/expat-info/german-expat-news/self-driving-buses-are-being-tested-use-karlsruhe
[20] https://sedo.com/search/details/?partnerid=324561&language=us&domain=evcharger.se&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[19] https://www.selfdrivingcars360.com/
[13] https://www.automotiveworld.com/articles/autonomous-vehicles-the-converging-factor-for-private-and-public-actors-in-smart-cities/
[12] https://techcrunch.com/2021/06/03/robotics-roundup-14/amp/
[11] https://innovationorigins.com/en/dutch-automotive-sector-pushes-safe-energy-efficient-chips/
[10] https://finance.yahoo.com/news/autonomous-vehicle-startup-aurora-talks-231745661.html

Top URLs in Tweet in G4:
[85] https://www.selfdrivingcars360.com/
[5] https://seekingalpha.com/article/4432226-waymo-may-be-disrupted-by-its-inability-to-scale
[3] https://www.linkedin.com/posts/pinakilaskar_machinelearning-deeplearning-neuralnetworks-activity-6807205991508176896-FV9T
[2] https://yandex.taxi/
[2] https://www.inventiva.co.in/stories/ingle/teslas-self-driving-cars-is-it-have-your-faith-in-god-but-keep-your-gun-ready/
[2] https://www.linkedin.com/posts/pinakilaskar_agi-autonomousdriving-machinelearning-activity-6807502366930198528-OqKl
[2] https://www.linkedin.com/posts/fisheyebox_machinelearning-quantumcomputing-artificialintelligence-activity-6809815787893780480-7Wck
[2] https://www.sae.org/news/press-room/2018/12/sae-international-releases-updated-visual-chart-for-its-%E2%80%9Clevels-of-driving-automation%E2%80%9D-standard-for-self-driving-vehicles
[2] https://www.forbes.com/sites/lanceeliot/2021/06/14/heres-how-ransomware-is-going-to-fiendishly-impede-ai-self-driving-cars/?sh=2b023de37b63&utm_content=buffer12ce3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.barrons.com/articles/tesla-cars-into-phones-51622401498?tesla=y

Top URLs in Tweet in G5:
[2] https://twitter.com/FSD_in_6m/status/1400207129479352323
[2] https://driveone.com
[1] http://share.amplifyhere.com/zvtyr
[1] https://www.evnewstopic.com/2021/06/waymo-simulates-dozens-of-real-world-fatalities.html
[1] https://techplanet.today/post/xiaomi-backed-fund-invests-in-zongmu-a-chinese-self-driving-system-developer
[1] https://twitter.com/i/web/status/1401204321903992839
[1] https://stackoverflow.com/questions/63473136/how-to-evaluate-monocular-visual-odometry-results-used-the-kitti-odometry-datase
[1] https://twitter.com/i/web/status/1401234269914255360
[1] https://www.wsj.com/articles/self-driving-cars-could-be-decades-away-no-matter-what-elon-musk-said-11622865615
[1] https://hubski.com/pub/454548?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[2] https://i.redd.it/0pqjvamps5571.jpg
[2] https://twitter.com/SeanSilcoff/status/1402213296271413250
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3De7tQAFW9ys0&q=EgS4SO-bGIe-pIYGIhBPXn1fFwjvNuuTso5luIIqMgFy
[1] https://www.theverge.com/2021/6/8/22522824/waabi-raquel-urtasun-autonomous-vehicle-startup-stealth-funding
[1] https://www.reddit.com/video/yugfptqbqn471
[1] https://www.reddit.com/video/nl7czu2ldm471
[1] https://techstory.in/gms-cruise-study-reveals-driver-automation-interaction-potential/
[1] https://www.lautomobile.aci.it/articoli/2021/06/11/tesla-model-s-plaid-la-super-elettrica.html
[1] https://www.linkedin.com/slink?code=d5d26Yj
[1] https://www.topionetworks.com/

Top URLs in Tweet in G7:
[2] https://www.tesla.com/support/autopilot
[1] https://www.youtube.com/watch?v=jhncSrdVxmY&feature=youtu.be

[1] https://www.youtube.com/watch?v=1inogYjwllU&feature=youtu.be

[1] https://www.electropages.com/blog/2021/06/teslas-testing-lidar-despite-elon-musk-calling-lidar-crutch

Top URLs in Tweet in G9:
[4] https://www.wsj.com/articles/self-driving-cars-could-be-decades-away-no-matter-what-elon-musk-said-11622865615?reflink=desktopwebshare_twitter
[3] https://www.wsj.com/articles/self-driving-cars-could-be-decades-away-no-matter-what-elon-musk-said-11622865615
[2] https://techcrunch.com/2021/05/24/germany-gives-greenlight-to-driverless-vehicles-on-public-roads/
[1] https://www.nytimes.com/2021/05/24/technology/self-driving-cars-wait.html?smid=tw-share
[1] https://www.wsj.com/articles/tesla-drivers-test-autopilots-limits-attracting-audiencesand-safety-concerns-11621503008?mod=hp_lead_pos4&utm_content=buffer1476b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/2021/06/12/technology/flying-cars.html?utm_content=buffer73354&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://venturebeat.com/2021/06/03/the-success-of-self-driving-vehicles-will-depend-on-teleoperation/
[1] https://youtube.com/watch?v=OpEB6hCpIGM&feature=share&utm_content=bufferf0322&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[1] https://thenextweb.com/news/byds-electric-school-bus-feed-electricity-back-classrooms
[1] https://www.speakev.com/threads/classic-mini-conversions-from-used-leafs.159809/?utm_content=buffer28b94&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://futurism.com/the-byte/huge-problem-electric-vehicles?utm_content=buffer01f52&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://thenextweb.com/news/vertical-battery-packs-could-boost-ev-range-improve-aerodynamics?utm_content=buffer9a07e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://thenextweb.com/news/evs-overtake-diesels-most-popular-lease-cars-uk?utm_content=buffer8ad18&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://arstechnica.com/cars/2021/06/ancient-electric-cars-meet-modern-evs-at-amelia-island-show/?utm_content=bufferc4b03&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnet.com/roadshow/news/biden-ev-battery-recycling/?utm_content=buffere269e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[240] linkedin.com
[143] selfdrivingcars360.com
[113] techcrunch.com
[97] twitter.com
[91] medium.com
[64] sedo.com
[60] figma.com
[52] forbes.com
[52] wsj.com
[36] theverge.com

Top Domains in Tweet in G1:
[46] techcrunch.com
[27] electrek.co
[18] wsj.com
[16] medium.com
[8] forbes.com
[5] jalopnik.com
[5] linkedin.com
[3] venturebeat.com
[3] twitter.com
[2] marketresearchtelecast.com

Top Domains in Tweet in G2:
[201] linkedin.com
[52] figma.com
[22] twitter.com
[21] behance.net
[15] medium.com
[14] acca.lk
[14] globalbigdataconference.com
[13] speakin.co
[9] t.me
[5] techcrunch.com

Top Domains in Tweet in G3:
[64] sedo.com
[56] twitter.com
[53] techcrunch.com
[45] medium.com
[37] forbes.com
[32] aci.it
[30] theverge.com
[20] iamexpat.de
[20] hdmotori.it
[19] linkedin.com

Top Domains in Tweet in G4:
[122] selfdrivingcars360.com
[12] linkedin.com
[5] seekingalpha.com
[3] techcrunch.com
[3] forbes.com
[2] yandex.taxi
[2] figma.com
[2] innovationorigins.com
[2] co.in
[2] aci.it

Top Domains in Tweet in G5:
[9] twitter.com
[4] driveone.com
[3] techcrunch.com
[2] wsj.com
[2] nbcmontana.com
[2] bizjournals.com
[2] pioneeringminds.com
[2] linkedin.com
[2] barovehicles.com
[2] okt.to

Top Domains in Tweet in G6:
[2] redd.it
[2] reddit.com
[2] twitter.com
[1] google.com
[1] theverge.com
[1] techstory.in
[1] aci.it
[1] linkedin.com
[1] topionetworks.com
[1] theglobeandmail.com

Top Domains in Tweet in G7:
[2] youtube.com
[2] tesla.com
[1] electropages.com

Top Domains in Tweet in G9:
[8] wsj.com
[2] techcrunch.com
[1] nytimes.com

Top Domains in Tweet in G10:
[4] thenextweb.com
[2] nytimes.com
[1] venturebeat.com
[1] youtube.com
[1] speakev.com
[1] futurism.com
[1] arstechnica.com
[1] cnet.com
[1] slashgear.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4495] analytics
[4495] iot
[4425] machinelearning
[3992] rstats
[3826] ai
[3372] iiot
[3350] python
[2831] reactjs
[2743] bigdata
[1930] selfdrivingcars



Top Hashtags in Tweet in G1:
[223] selfdrivingcars
[121] ai
[67] fintech
[51] autonomousvehicles
[49] iot
[46] china
[43] autonomous
[39] electric
[38] machinelearning
[37] analytics

Top Hashtags in Tweet in G2:
[3691] analytics
[3493] machinelearning
[3293] rstats
[3174] iot
[2780] iiot
[2778] python
[2394] ai
[2355] reactjs
[2173] bigdata
[1541] datascience

Top Hashtags in Tweet in G3:
[1123] ai
[1080] iot
[924] selfdrivingcars
[722] machinelearning
[604] analytics
[535] rstats
[474] 5g
[459] autonomousvehicles
[447] iiot
[434] python

Top Hashtags in Tweet in G4:
[233] selfdrivingcars
[173] iot
[156] machinelearning
[153] analytics
[146] ai
[138] autonomousvehicles
[123] rstats
[119] autonomouscars
[117] driverlesscars
[108] cars

Top Hashtags in Tweet in G5:
[64] selfdrivingcars
[15] autonomousvehicles
[6] ai
[5] driverlesscars
[5] av
[5] tesla
[5] autonomous
[4] electricvehicles
[4] drones
[4] robots

Top Hashtags in Tweet in G6:
[12] selfdrivingcars
[6] autonomousvehicles
[3] autonomous
[3] selfdriving
[3] technology
[3] canada
[2] driverless
[2] reddit
[2] waabi
[2] autonomousdriving

Top Hashtags in Tweet in G7:
[9] selfdrivingcars
[5] tesla
[2] teslafsd
[2] selfdriving
[2] autopilot
[2] innovative
[2] futuristic
[2] ai
[2] machinelearning
[2] analytics

Top Hashtags in Tweet in G8:
[4] selfdrivingcars
[3] driverless
[3] technology
[3] autonomousvehicles
[2] autonomous
[2] iot
[2] robotics
[2] robotaxi
[2] robotic
[2] electriccars

Top Hashtags in Tweet in G9:
[9] selfdrivingcars
[8] ai
[5] tech
[4] innovation
[3] technology
[3] transportation
[3] future
[3] driverless
[3] digital
[3] automotive

Top Hashtags in Tweet in G10:
[13] electriccars
[13] future
[13] selfdrivingcars
[12] futureatfullspeed
[11] smartcars
[4] environment
[4] ecosystem
[4] climatechange
[4] climateaction
[3] tesla

Top Words
Top Words in Tweet in Entire Graph:
[4495] #analytics
[4495] #iot
[4425] #machinelearning
[3992] #rstats
[3826] #ai
[3372] #iiot
[3350] #python
[2831] #reactjs
[2743] #bigdata
[2024] analytics_699

Top Words in Tweet in G1:
[246] jeroenbartelse
[223] #selfdrivingcars
[148] taxi
[132] enricomolinari
[121] #ai
[105] driverless
[92] driving
[92] mashable
[91] self
[90] mvollmer1

Top Words in Tweet in G2:
[3691] #analytics
[3493] #machinelearning
[3293] #rstats
[3174] #iot
[2780] #iiot
[2778] #python
[2394] #ai
[2355] #reactjs
[2173] #bigdata
[1662] analytics_699

Top Words in Tweet in G3:
[1123] #ai
[1080] #iot
[926] #selfdrivingcars
[722] #machinelearning
[626] guidaautonoma
[604] #analytics
[535] #rstats
[474] #5g
[448] #autonomousvehicles
[447] #iiot

Top Words in Tweet in G4:
[233] #selfdrivingcars
[173] #iot
[160] driving
[156] #machinelearning
[153] #analytics
[151] self
[146] #ai
[138] #autonomousvehicles
[123] #rstats
[120] read

Top Words in Tweet in G5:
[64] #selfdrivingcars
[15] driving
[15] #autonomousvehicles
[14] self
[13] autonomous
[10] cars
[10] vehicles
[6] #ai
[5] #driverlesscars
[5] more

Top Words in Tweet in G6:
[12] #selfdrivingcars
[8] raquelurtasun
[6] #autonomousvehicles
[5] world
[4] trucks
[4] 83
[4] four
[3] challenge
[3] led
[3] raises

Top Words in Tweet in G7:
[9] tesla
[9] #selfdrivingcars
[5] #tesla
[3] self
[3] lidar
[2] fsd
[2] exits
[2] 95
[2] turns
[2] onto

Top Words in Tweet in G8:
[4] #selfdrivingcars
[3] #driverless
[3] car
[3] #technology
[3] #autonomousvehicles
[2] #autonomous
[2] #iot
[2] #robotics
[2] check
[2] nissan

Top Words in Tweet in G9:
[9] #selfdrivingcars
[9] wsj
[8] #ai
[8] mims
[5] gt
[5] #tech
[5] self
[5] driving
[5] elon
[5] musk

Top Words in Tweet in G10:
[13] #electriccars
[13] #future
[13] #selfdrivingcars
[12] #futureatfullspeed
[11] #smartcars
[5] electric
[4] cars
[4] #environment
[4] #ecosystem
[4] #climatechange

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3258] #iot,#iiot
[3068] #python,#rstats
[2463] #rstats,#reactjs
[2186] #reactjs,#iot
[2175] #ai,#python
[2071] #analytics,#machinelearning
[2011] #machinelearning,#ai
[1983] #machinelearning,#bigdata
[1880] #bigdata,#analytics
[1670] #analytics,#datascience

Top Word Pairs in Tweet in G1:
[91] self,driving
[64] driverless,taxi
[64] taxi,service
[59] mashable,enricomolinari
[56] jeroenbartelse,self
[53] around,world
[47] taxi,future
[37] #china,#selfdrivingcars
[37] #autonomousvehicles,#selfdrivingcars
[36] small,area

Top Word Pairs in Tweet in G2:
[2684] #iot,#iiot
[2557] #python,#rstats
[2053] #rstats,#reactjs
[1823] #reactjs,#iot
[1806] #ai,#python
[1716] #analytics,#machinelearning
[1664] #machinelearning,#ai
[1543] #machinelearning,#bigdata
[1522] #bigdata,#analytics
[1352] #analytics,#datascience

Top Word Pairs in Tweet in G3:
[469] #selfdrivingcars,#ai
[439] #ai,#iot
[439] #iot,#iiot
[414] #iot,#5g
[396] #python,#rstats
[336] #machinelearning,#bigdata
[328] #rstats,#reactjs
[294] #ai,#python
[292] #reactjs,#iot
[282] #analytics,#machinelearning

Top Word Pairs in Tweet in G4:
[151] self,driving
[120] read,add
[116] #driverlesscars,#autonomouscars
[116] #autonomouscars,#autonomousvehicles
[114] add,#selfdrivingcars
[107] #selfdrivingcars,news
[107] #cars,#automotive
[102] #selfdriving,#driverless
[99] #iot,#iiot
[87] #python,#rstats

Top Word Pairs in Tweet in G5:
[14] self,driving
[8] #autonomousvehicles,#selfdrivingcars
[7] driving,cars
[6] autonomous,vehicles
[4] #drones,#robots
[4] #robots,#forklifts
[4] #av,#avs
[3] #selfdrivingcars,#autonomousvehicles
[3] decades,away
[3] #electricvehicles,#selfdrivingcars

Top Word Pairs in Tweet in G6:
[3] #selfdrivingcars,challenge
[3] raquelurtasun,raises
[3] raises,83
[3] 83,million
[3] china,leading
[3] leading,l4
[3] l4,#autonomous
[3] #autonomous,company
[3] company,weride_ai
[3] weride_ai,deploying

Top Word Pairs in Tweet in G7:
[2] tesla,fsd
[2] fsd,exits
[2] exits,95
[2] 95,turns
[2] turns,onto
[2] onto,mlk
[2] mlk,blvd
[2] v2021,18
[2] 18,timdoes
[2] timdoes,autopilot

Top Word Pairs in Tweet in G8:
[2] #iot,#robotics
[2] check,nissan
[2] nissan,developing
[2] developing,brain
[2] brain,car
[2] car,interface
[2] interface,enable
[2] enable,drive
[2] drive,thoughts
[2] thoughts,#technology

Top Word Pairs in Tweet in G9:
[5] self,driving
[5] elon,musk
[4] wsj,mims
[3] mims,wsj
[3] driving,#cars
[3] #cars,decades
[3] decades,away
[3] away,matter
[3] matter,elon
[3] musk,gt

Top Word Pairs in Tweet in G10:
[13] #electriccars,#future
[12] #future,#futureatfullspeed
[11] #smartcars,#selfdrivingcars
[10] #futureatfullspeed,#smartcars
[4] #environment,#ecosystem
[4] #ecosystem,#climatechange
[4] #climatechange,#climateaction
[4] #climateaction,#electriccars
[3] biofuels,terrible
[3] terrible,#environment

Top Replied-To
Top Replied-To in Entire Graph:
@tesla
@pettet50
@anand_narang
@journey_ev
@sebastianthrun
@uefa
@tillathenun
@autoscreens
@zoox
@cyberpunk1410

Top Replied-To in G2:
@sonu_monika
@mit

Top Replied-To in G3:
@journey_ev
@anand_narang
@pettet50
@tillathenun
@pegasusbespoke
@syncev_uk
@tlcdirect1
@elecappmag
@greendigitalmob
@cyberpunk1410

Top Replied-To in G4:
@mobileye
@sebastianthrun
@huawei

Top Replied-To in G6:
@topionetworks
@uoft

Top Replied-To in G7:
@tesla

Top Replied-To in G9:
@wsj

Top Mentioned
Top Mentioned in Entire Graph:
@analytics_699
@pinakilaskar
@guidaautonoma
@fisheyebox
@jeroenbartelse
@mvollmer1
@selfdriving360
@mashable
@healthinovatio1
@sonu_monika

Top Mentioned in G1:
@jeroenbartelse
@mashable
@mvollmer1
@enricomolinari
@sberbank
@shi4tech
@spirosmargaris
@cheddargadgets
@betamoroney

Top Mentioned in G2:
@analytics_699
@pinakilaskar
@fisheyebox
@healthinovatio1
@sonu_monika
@prabeshgauli
@jamamark3
@figmadesign
@tdatascience
@digitalke1

Top Mentioned in G3:
@guidaautonoma
@analytics_699
@pinakilaskar
@selfdriving360
@fisheyebox
@mikequindazzi
@sedo
@domains_perfect
@iot_automotive
@mvollmer1

Top Mentioned in G4:
@antgrasso
@pinakilaskar
@selfdriving360
@mvollmer1
@analytics_699
@gigadgets_
@guidaautonoma
@intengineering
@fisheyebox
@ronald_vanloon

Top Mentioned in G5:
@retirefund
@iankhanfuturist

Top Mentioned in G6:
@raquelurtasun
@weride_ai
@waabi_ai
@maththrills
@yangzha42341102
@guidaautonoma
@omersventures
@jennydoforno
@khoslaventures
@uber

Top Mentioned in G7:
@tesla
@evankirstel
@mobileye
@amnonshashua
@mvollmer1
@paula_piccard
@ronald_vanloon
@larrykim
@avinash
@aukendog

Top Mentioned in G8:
@guidaautonoma
@thefuturisthq
@yourtechdiet
@jeffdean
@ahier
@ricktramos
@chrissyfarr
@aparanjape
@sminaev2015
@roblemvr

Top Mentioned in G9:
@mims
@wsj
@corix_jc
@techcrunch

Top Mentioned in G10:
@thenextweb
@nytimes
@foxmental_x
@futurism
@drgitlin
@cnet
@slashgear

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@cybersec_feeds
@chidambara09
@huskorkut
@xaelbot
@iartg
@aaroncuddeback
@evankirstel
@codedailybot

Top Tweeters in G1:
@huskorkut
@codedailybot
@viralvideovlogs
@fintechna
@trippbraden
@nicochan33
@cnbc
@osamuracing01
@mashable
@kirillklip

Top Tweeters in G2:
@xaelbot
@aaroncuddeback
@bexxmodd
@codernotesbot
@thedeveloperbot
@dataaugmented
@friday_js_bot
@heatherpeno
@calcaware
@hubofml

Top Tweeters in G3:
@sectest9
@paoloigna1
@cybersec_feeds
@cybersecurityn8
@andrewmorrisuk
@researchmrx
@godfrey_g_
@lkafle
@forbes
@kuriharan

Top Tweeters in G4:
@chidambara09
@businessinsider
@nosaka_s16
@ssxman2
@lelkan
@ml_tweet_bot
@gezgintrk
@fabriciosx
@nomoreslaves
@jamesvgingerich

Top Tweeters in G5:
@techjunkiejh
@abekay2
@hubskihose
@paulguinnessy
@retirefund
@jamesmfee
@eqvilibris
@autospies
@motorclaimguru
@techstoryin

Top Tweeters in G6:
@globeandmail
@uber
@shimennsoka
@uoft
@jennydoforno
@maththrills
@omersventures
@ozaiane
@yangzha42341102
@roboticsainews

Top Tweeters in G7:
@evankirstel
@larrykim
@intelbusiness
@aukendog
@avinash
@electropages
@tesla
@intelai
@mobileye
@intelairesearch

Top Tweeters in G8:
@aparanjape
@sminaev2015
@bamitav
@larryboyer
@ahier
@chrissyfarr
@roblemvr
@gtaank
@ricktramos
@jeffdean

Top Tweeters in G9:
@wsj
@corix_jc
@corixpartners
@transform_sec
@sherpa_ai
@socialmantraa
@firstla14340074
@prkelker
@marvelously
@cognitionai

Top Tweeters in G10:
@nytimes
@cnet
@foxmental_x
@eco1start
@thenextweb
@slashgear
@loismil91809392
@drgitlin
@quantilus
@aamer_mk1