#selfdrivingcars, Twitter, 11/23/2022 7:21:21 PM, 284866


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#selfdrivingcars_2022-11-23_05-29-21.xlsx
#selfdrivingcars_2022-11-23_05-29-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 23, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3Vo8nFA
@robotconsumer
@pinakilaskar
@mvollmer1
@guidaautonoma
@chidambara09
@frronconi
@analytics_699
@eli_krumova
@jeroenbartelse
@spirosmargaris

Top hashtags:
#ai
#selfdrivingcars
#iot
#cx
#machinelearning

Description:
Description
The graph represents a network of 1,442 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, 23 November 2022 at 13:57 UTC.

The requested start date was Wednesday, 23 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 27-day, 9-hour, 46-minute period from Wednesday, 26 October 2022 at 11:18 UTC to Tuesday, 22 November 2022 at 21:05 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 : 1442
Unique Edges : 1695
Edges With Duplicates : 14637
Total Edges : 16332
Number of Edge Types : 5
Retweet : 5615
MentionsInRetweet : 7366
Mentions : 2375
Tweet : 948
Replies to : 28
Self-Loops : 1984
Reciprocated Vertex Pair Ratio : 0.0445004198152813
Reciprocated Edge Ratio : 0.0852090032154341
Connected Components : 128
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 1232
Maximum Edges in a Connected Component : 16066
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.186268
Graph Density : 0.00179602506735094
Modularity : 0.153454
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,442 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, 23 November 2022 at 13:57 UTC.

The requested start date was Wednesday, 23 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 27-day, 9-hour, 46-minute period from Wednesday, 26 October 2022 at 11:18 UTC to Tuesday, 22 November 2022 at 21:05 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:
[79] https://twitter.com/iot_automotive/timelines/1122115041417887744
[41] https://veille-cyber.com/its-time-to-admit-self-driving-cars-arent-going-to-happen/
[33] https://www.youtube.com/watch?v=s0omtuzBwLo

[33] https://dzone.com/articles/hybrid-multicloud-adoption
[33] https://twitter.com/iot_automotive/timelines/1369658804976062464
[29] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[28] https://medium.com/aidrivers/review-paper-pointnetgpd-detecting-grasp-configuration-from-point-sets-6e4528b90885
[27] https://www.aitrends.com/ai-insider/cognitive-timing-for-ai-self-driving-cars/
[22] https://www.ft.com/content/1e2c3ef4-b9d5-4b3f-9ba6-55b5e166d660
[22] https://www.sciencedirect.com/topics/computer-science/sequential-decision-making

Top URLs in Tweet in G1:
[33] https://www.youtube.com/watch?v=s0omtuzBwLo

[26] https://medium.com/aidrivers/review-paper-pointnetgpd-detecting-grasp-configuration-from-point-sets-6e4528b90885
[24] https://dzone.com/articles/hybrid-multicloud-adoption
[23] https://www.aitrends.com/ai-insider/cognitive-timing-for-ai-self-driving-cars/
[21] https://www.sciencedirect.com/topics/computer-science/sequential-decision-making
[17] https://www.zdnet.com/google-amp/article/spell-introduces-mlops-for-deep-learning/
[17] https://veille-cyber.com/its-time-to-admit-self-driving-cars-arent-going-to-happen/
[12] https://www.linkedin.com/posts/pinakilaskar_ai-hr-deepfake-activity-6991970408711245824-IQvY
[12] https://developer.nvidia.com/blog/deep-learning-self-driving-cars/
[12] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9

Top URLs in Tweet in G2:
[19] https://twitter.com/iot_automotive/timelines/1122115041417887744
[11] https://twitter.com/iot_automotive/timelines/1369658804976062464
[9] https://www.stellantis.com/en/news/press-releases/2022/november/stellantis-accelerates-autonomous-driving-journey-with-acquisition-of-aimotive-a-leading-artificial-intelligence-and-autonomous-driving-start-up
[7] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284583
[7] https://www.carscoops.com/2022/11/tesla-future-cars-heres-whats-coming-and-when-from-cybertruck-to-baby-hatchback-ev/amp/
[6] https://www.zazoom.it/2022-10-30/taxi-la-startup-che-dice-di-rivoluzionarli/11834012/
[6] https://vehiclecue.it/autobus-guida-autonoma-realta-israele/42390/
[6] http://driver.co.in
[5] https://veille-cyber.com/its-time-to-admit-self-driving-cars-arent-going-to-happen/
[5] https://thelastdriverlicenseholder.com/2022/11/14/coco-delivery-robot-spotted-in-santa-monica/

Top URLs in Tweet in G3:
[14] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-4-e63a29e5975e?_branch_match_id=link-1051553795907987802
[8] https://dzone.com/articles/hybrid-multicloud-adoption
[5] https://english.elpais.com/economy-and-business/2022-10-31/peter-diamandis-i-hope-to-see-flying-cars-available-by-the-end-of-this-decade.html?outputType=amp
[5] https://www.asahi.com/ajw/articles/14755886
[5] https://www.motortrend.com/features/telosa-mark-lore-self-driving-car-future-smart-city-autonomy/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284583
[4] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284682
[4] https://www.ft.com/content/1e2c3ef4-b9d5-4b3f-9ba6-55b5e166d660
[4] https://www.theblog101.com/94178584utm_sourcerssutm_mediumetrss/
[4] https://news.yahoo.com/xpeng-begin-autonomous-driving-public-100034257.html

Top URLs in Tweet in G4:
[12] https://techcrunch.com/2022/10/27/self-driving-cars-arent-going-to-happen/
[10] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[10] https://www.ft.com/content/1e2c3ef4-b9d5-4b3f-9ba6-55b5e166d660
[9] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[6] https://www.carscoops.com/2022/08/watch-deeproute-ais-driverless-suv-successfully-navigate-through-the-traffic-chaos-of-shenzhen-in-china/
[4] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284583
[3] https://www.weforum.org/agenda/2022/09/electric-vehicle-opportunity-automotive-sustainability-united-states/?utm_source=linkedin&utm_medium=social_video&utm_term=&utm_content=27433_NETHERLANDS_ELECTRICCAR&utm_campaign=social_video_2022
[3] https://www.ventanaresearch.com/industry-perspectives/technology-trends-for-manufacturing-industry
[2] https://futurism.com/self-driving-industry-going-nowhere
[2] https://coruzant.com/iot/10-innovative-uses-of-internet-of-things-in-e-commerce/

Top URLs in Tweet in G5:
[57] https://twitter.com/iot_automotive/timelines/1122115041417887744
[20] https://twitter.com/iot_automotive/timelines/1369658804976062464
[14] http://driver.co.in
[8] https://www.dailymail.co.uk/news/article-11364703/German-heiress-Marlene-Engelhorn-wants-billion-dollar-inheritance-taxed-90-cent.html?ito=social-twitter_mailonline
[7] https://www.finextra.com/researcharticle/259/banking-as-a-service-predictions-for-2023?utm_source=finextra&utm_medium=twitter&utm_campaign=i-exceed-paper-20102022
[7] https://www.theguardian.com/environment/2021/dec/21/no-mountain-high-enough-study-finds-plastic-in-clean-air
[7] https://news.google.com/__i/rss/rd/articles/CBMiSGh0dHBzOi8vd3d3LmNubi5jb20vMjAyMi8xMC8zMC90ZWNoL21ldGEtbWV0YXZlcnNlLXRyYW5zaXRpb24vaW5kZXguaHRtbNIBTGh0dHBzOi8vYW1wLmNubi5jb20vY25uLzIwMjIvMTAvMzAvdGVjaC9tZXRhLW1ldGF2ZXJzZS10cmFuc2l0aW9uL2luZGV4Lmh0bWw?oc=5
[6] https://www.nfcw.com/2022/10/28/380006/turkey-to-integrate-digital-currency-with-national-digital-identity-system/
[6] https://www.business2community.com/tech-news/jack-dorseys-bluesky-decentralized-social-media-app-will-not-be-blockchain-based-02565395
[6] https://www.techment.com/the-rising-heat-on-digital-transformation-in-healthcare-and-what-lies-ahead-in-2021/

Top URLs in Tweet in G6:
[3] https://newsflash.tdsynnex.co.uk/trending/self-driving-cars-could-be-on-uk-roads-by-2025/5347?utm_source=advocacy&utm_medium=socialorganic&utm_campaign=corporatenewsflash&utm_content=october_post3
[2] https://sfist.com/2022/07/08/gm-cruise-robotaxis-froze-and-blocked-sf-streets-far-more-frequently-than-we-knew-one-time-nearly-60-cars-stopped-at-once/
[2] https://arstechnica.com/gadgets/2022/11/waymo-shows-off-its-futuristic-transportation-as-a-service-vehicle/
[1] https://twitter.com/i/web/status/1585364499028070400
[1] https://twitter.com/i/web/status/1585388427234914304
[1] https://twitter.com/i/web/status/1585387717810069504
[1] https://twitter.com/i/web/status/1585410612343050242
[1] https://twitter.com/i/web/status/1585422542654918657
[1] https://twitter.com/i/web/status/1585483421496885248
[1] https://newsflash.tdsynnex.co.uk/trending/self-driving-cars-could-be-on-uk-roads-by-2025/5347?utm_source=Newsflash&utm_campaign=Newsflash+post+3&utm_content=october_post3

Top URLs in Tweet in G7:
[4] https://buff.ly/3SMw2hw
[2] https://www.forbes.com/sites/bradtempleton/2022/11/15/reports-of-the-death-of-self-driving-cars-are-greatly-exaggerated/
[1] https://www.forbes.com/sites/alanohnsman/2022/11/16/as-doubts-grow-over-self-driving-vehicles-this-ambitious-upstart-rolls-out-its-first-robot-trucks/
[1] https://www.ucf.edu/news/research-replicating-neurons-holds-potential-to-shape-artificial-intelligence/
[1] https://www.forbes.com/sites/bradtempleton/2022/11/16/what-happens-if-self-driving-cars-dont-happen-this-decade/
[1] https://buff.ly/3TSKXrz
[1] https://www.theverge.com/2022/11/11/23453262/waymo-av-driverless-taxi-phoenix-california-dmv-progress
[1] https://www.express.co.uk/life-style/cars/1688106/self-driving-cars-poll-autonomous-vehicles-uk-spt
[1] https://buff.ly/3DXpbO4
[1] https://buff.ly/3Nu4EUh

Top URLs in Tweet in G8:
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=11bc697a-69fb-11ed-9483-52754969485a&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0xMS0yMS9hbWF6b24tYW16bi1zZWxmLWRyaXZpbmctY2FyLWRlYWwtd2l0aC1mb3JkLWYtdnctZmVsbC10aHJvdWdo
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=03c6e555-5656-11ed-aa3d-5271475a4b47&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0xMC0yNy90ZXNsYS1mb3JkLWFuZC12dy1zb3VuZC10aGUtZGVhdGgta25lbGwtZm9yLWRyaXZlcmxlc3MtY2FyLWh5cGU=

Top URLs in Tweet in G9:
[1] https://news.ufl.edu/2022/11/lidar-attack/?platform=hootsuite&utm_campaign=HSCampaign
[1] https://buff.ly/3W9zntT
[1] https://buff.ly/3DORPkp

Top URLs in Tweet in G10:
[3] https://thenextweb.com/news/tiktok-is-now-tagging-dangerous-self-driving-videos-but-its-not-enough?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:+TheNextWeb+(The+Next+Web+All+Stories)
[2] https://interestingengineering.com/fatal-tesla-crash-risk-of-autonomous-cars
[2] https://www.forbes.com/sites/greggardner/2021/05/26/tesla-replaces-autopilot-radar-with-more-cameras-on-models-3-and-y-in-north-america/?ss=ai&sh=52fd510d2855
[1] https://www.forbes.com/sites/lanceeliot/2021/05/28/new-research-says-human-drivers-are-accelarousal-prone-which-is-especially-eye-catching-for-ai-self-driving-cars/?ss=ai&sh=3ff30799d96c
[1] https://www.forbes.com/sites/lanceeliot/2021/03/02/massive-boon-in-computer-chip-shortages-will-slam-future-self-driving-car-rollouts/?ss=ai&sh=390db70d153e
[1] https://www.forbes.com/sites/lanceeliot/2021/02/23/automated-machine-learning-automl-is-hot-in-ai-but-getting-a-cooler-reception-for-self-driving-cars/?ss=ai&sh=19259ed23aea
[1] https://twitter.com/i/web/status/1585310033700687873
[1] https://twitter.com/i/web/status/1585427557654007808
[1] https://interestingengineering.com/two-f-16-pilots-pass-out-mid-flight-software-saves-them
[1] https://twitter.com/i/web/status/1585812594916577280

Top Domains
Top Domains in Tweet in Entire Graph:
[549] twitter.com
[234] medicalxpress.com
[232] medium.com
[127] linkedin.com
[118] forbes.com
[117] techcrunch.com
[87] bit.ly
[86] co.uk
[81] youtube.com
[64] buff.ly

Top Domains in Tweet in G1:
[83] linkedin.com
[77] twitter.com
[51] medium.com
[42] youtube.com
[24] dzone.com
[23] aitrends.com
[21] sciencedirect.com
[17] nodexlgraphgallery.org
[17] zdnet.com
[17] veille-cyber.com

Top Domains in Tweet in G2:
[91] medium.com
[42] twitter.com
[19] iotworldtoday.com
[19] hdmotori.it
[15] youtube.com
[12] aci.it
[12] nodexlgraphgallery.org
[11] theverge.com
[10] techcrunch.com
[9] forbes.com

Top Domains in Tweet in G3:
[22] medium.com
[22] linkedin.com
[21] nodexlgraphgallery.org
[21] twitter.com
[14] forbes.com
[11] techcrunch.com
[10] hdmotori.it
[8] aci.it
[8] dzone.com
[7] ft.com

Top Domains in Tweet in G4:
[25] medium.com
[18] techcrunch.com
[11] twitter.com
[11] bit.ly
[10] ft.com
[10] technative.io
[10] forbes.com
[7] buff.ly
[6] carscoops.com
[5] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[363] twitter.com
[229] medicalxpress.com
[70] techcrunch.com
[65] bit.ly
[62] co.uk
[49] forbes.com
[46] selfdrivingcars360.com
[39] medium.com
[35] buff.ly
[31] google.com

Top Domains in Tweet in G6:
[21] twitter.com
[5] co.uk
[4] medium.com
[3] lnkd.in
[3] hbsslaw.com
[2] youtube.com
[2] sfist.com
[2] theguardian.com
[2] forbes.com
[2] pioneeringminds.com

Top Domains in Tweet in G7:
[7] buff.ly
[4] forbes.com
[1] ucf.edu
[1] theverge.com
[1] co.uk
[1] carscoops.com
[1] wishtv.com

Top Domains in Tweet in G8:
[4] bloomberg.com

Top Domains in Tweet in G9:
[2] buff.ly
[1] ufl.edu

Top Domains in Tweet in G10:
[25] forbes.com
[6] futurism.com
[5] twitter.com
[5] buff.ly
[4] thenextweb.com
[3] interestingengineering.com
[3] cnbc.com
[2] usatoday.com
[1] technologyreview.com
[1] siliconrepublic.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4393] ai
[3917] selfdrivingcars
[3470] iot
[3134] cx
[2349] machinelearning
[2142] autonomousvehicles
[2124] 5g
[1909] cloud
[1882] web3
[1856] datascientist



Top Hashtags in Tweet in G1:
[2017] ai
[1676] iot
[1624] machinelearning
[1345] 5g
[1153] deeplearning
[1107] selfdrivingcars
[1091] autonomousvehicles
[1073] cx
[1061] metaverse
[652] datascience

Top Hashtags in Tweet in G2:
[847] selfdrivingcars
[769] ai
[563] iot
[320] autonomousvehicles
[272] 5g
[208] machinelearning
[192] connectedcar
[162] deeplearning
[154] wearabletech
[153] cx

Top Hashtags in Tweet in G3:
[683] ai
[487] selfdrivingcars
[480] iot
[382] autonomousvehicles
[377] machinelearning
[369] 5g
[327] bigdata
[240] analytics
[229] autonomous
[219] smartcity

Top Hashtags in Tweet in G4:
[221] selfdrivingcars
[144] insurtech
[133] healthtech
[132] cx
[131] datascientist
[131] csuite
[131] digitalhealth
[131] web3
[131] ehealth
[131] finserv

Top Hashtags in Tweet in G5:
[1688] cx
[1667] datascientist
[1666] healthtech
[1666] csuite
[1666] digitalhealth
[1666] web3
[1663] ehealth
[1657] finserv
[1648] cloud
[1406] insurtech

Top Hashtags in Tweet in G6:
[77] selfdrivingcars
[15] tesla
[14] autonomousvehicles
[11] ai
[8] technology
[7] selfdriving
[6] iot
[5] machinelearning
[5] tdsynnexuki
[5] newsflash

Top Hashtags in Tweet in G7:
[16] selfdrivingcars
[14] autonomous
[11] robotic
[11] us
[6] artificialintelligence
[5] autonomousvehicles
[4] ai
[4] driverless
[3] selfdriving
[2] innovation

Top Hashtags in Tweet in G8:
[13] autonomousvehicles
[3] selfdrivingcars
[1] robotaxis

Top Hashtags in Tweet in G9:
[7] selfdrivingcars
[5] lidar
[3] autonomousvehicles
[3] avs
[2] data
[2] innovation
[2] tech
[2] technology
[2] ai
[2] artificialintelligence

Top Hashtags in Tweet in G10:
[71] selfdrivingcars
[69] av
[58] autoindustry
[36] automobileindustry
[20] tesla
[12] automotiveindustry
[11] ai
[7] autonomousvehicles
[4] waymo
[3] machinelearning

Top Words
Top Words in Tweet in Entire Graph:
[4389] #ai
[3889] #selfdrivingcars
[3452] #iot
[3102] #cx
[2339] #machinelearning
[2142] #autonomousvehicles
[2122] #5g
[1909] #cloud
[1882] #web3
[1856] #datascientist

Top Words in Tweet in G1:
[2017] #ai
[1663] #iot
[1623] #machinelearning
[1344] #5g
[1153] #deeplearning
[1103] #selfdrivingcars
[1091] #autonomousvehicles
[1057] #metaverse
[1050] #cx
[958] pinakilaskar

Top Words in Tweet in G2:
[835] #selfdrivingcars
[767] #ai
[561] #iot
[414] guidaautonoma
[320] #autonomousvehicles
[271] #5g
[244] mikequindazzi
[207] #machinelearning
[189] #connectedcar
[162] #deeplearning

Top Words in Tweet in G3:
[682] #ai
[485] #selfdrivingcars
[477] #iot
[382] #autonomousvehicles
[377] #machinelearning
[369] #5g
[327] #bigdata
[271] analytics_699
[256] guidaautonoma
[233] #autonomous

Top Words in Tweet in G4:
[221] #selfdrivingcars
[138] mvollmer1
[133] #healthtech
[132] #cx
[132] chidambara09
[131] #ehealth
[131] #datascientist
[131] #csuite
[131] #finserv
[131] #web3

Top Words in Tweet in G5:
[1686] #cx
[1667] #datascientist
[1666] #healthtech
[1666] #csuite
[1666] #web3
[1666] #digitalhealth
[1663] #ehealth
[1657] #finserv
[1648] #cloud
[933] #selfdrivingcars

Top Words in Tweet in G6:
[77] #selfdrivingcars
[43] driving
[41] self
[29] cars
[15] #tesla
[14] vehicles
[14] #autonomousvehicles
[12] autonomous
[11] #ai
[10] tesla

Top Words in Tweet in G7:
[16] swisscognitive
[16] #selfdrivingcars
[14] #autonomous
[12] driving
[12] trucks
[11] road
[11] semi
[11] #robotic
[11] startup
[11] #us

Top Words in Tweet in G8:
[13] #autonomousvehicles
[13] self
[13] driving
[12] care
[12] folks
[12] much
[12] follow
[12] future
[12] edludlow
[12] poll

Top Words in Tweet in G9:
[6] #selfdrivingcars
[5] #lidar
[3] #autonomousvehicles
[3] bmw
[2] ford
[2] going
[2] tesla
[2] #artificialintelligence
[2] #technology
[2] #data

Top Words in Tweet in G10:
[71] #selfdrivingcars
[69] #av
[58] #autoindustry
[37] forbes
[36] #automobileindustry
[33] driving
[31] self
[27] cars
[17] #tesla
[14] jamesvgingerich

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1919] #iot,#5g
[1829] #datascientist,#csuite
[1829] #web3,#cx
[1829] #digitalhealth,#web3
[1829] #csuite,#digitalhealth
[1824] #cx,#ehealth
[1818] #ehealth,#finserv
[1815] #healthtech,#datascientist
[1807] #finserv,#cloud
[1635] #ai,#machinelearning

Top Word Pairs in Tweet in G1:
[1276] #iot,#5g
[1255] #ai,#machinelearning
[1252] #machinelearning,#iot
[1071] #5g,#deeplearning
[938] #autonomousvehicles,#metaverse
[927] #deeplearning,#autonomousvehicles
[921] #metaverse,#cx
[716] #cx,#selfdrivingcars
[425] #selfdrivingcars,#smartcity
[281] #datascience,#bigdata

Top Word Pairs in Tweet in G2:
[279] #ai,#selfdrivingcars
[251] #iot,#5g
[238] #selfdrivingcars,#iot
[211] mikequindazzi,#ai
[189] #iot,#connectedcar
[168] #ai,#machinelearning
[158] #machinelearning,#iot
[154] #connectedcar,#wearabletech
[147] #5g,#deeplearning
[145] #selfdrivingcars,#ai

Top Word Pairs in Tweet in G3:
[333] #iot,#5g
[229] #ai,#iot
[218] #selfdrivingcars,#ai
[171] #5g,#avs
[170] #machinelearning,#iot
[137] #datascience,#bigdata
[137] #ai,#machinelearning
[134] #avs,#autonomousvehicles
[126] #smartcity,#robotaxi
[124] #ai,#python

Top Word Pairs in Tweet in G4:
[131] #datascientist,#csuite
[131] #ehealth,#finserv
[131] #web3,#cx
[131] #csuite,#digitalhealth
[131] #healthtech,#datascientist
[131] #digitalhealth,#web3
[131] #cx,#ehealth
[130] #finserv,#cloud
[130] chidambara09,#healthtech
[130] #cloud,#insurtechâ

Top Word Pairs in Tweet in G5:
[1666] #datascientist,#csuite
[1666] #web3,#cx
[1666] #csuite,#digitalhealth
[1666] #digitalhealth,#web3
[1663] #cx,#ehealth
[1657] #ehealth,#finserv
[1654] #healthtech,#datascientist
[1648] #finserv,#cloud
[802] chidambara09,#healthtech
[792] #cloud,#insurtechâ

Top Word Pairs in Tweet in G6:
[41] self,driving
[23] driving,cars
[6] autonomous,vehicles
[5] article,gradient
[5] human,drivers
[5] next,year
[5] actually,less
[5] gradient,explain
[5] cars,actually
[5] less,safe

Top Word Pairs in Tweet in G7:
[12] #autonomous,driving
[11] waabi,deployed
[11] road,testing
[11] testing,#us
[11] first,#robotic
[11] semi,trucks
[11] driving,startup
[11] trucks,road
[11] deployed,first
[11] startup,waabi

Top Word Pairs in Tweet in G8:
[13] self,driving
[12] much,folks
[12] care,engage
[12] folks,follow
[12] poll,much
[12] follow,care
[12] engage,future
[12] future,#autonomousvehicles
[12] #autonomousvehicles,self
[12] technology,backers

Top Word Pairs in Tweet in G9:
[2] #selfdrivingcars,#autonomousvehicles
[2] #innovation,#tech
[2] #tech,#technology

Top Word Pairs in Tweet in G10:
[65] #av,#selfdrivingcars
[57] #selfdrivingcars,#autoindustry
[36] #autoindustry,#automobileindustry
[36] forbes,#av
[30] self,driving
[19] driving,cars
[12] #autoindustry,#automotiveindustry
[10] cars,forbes
[9] #tesla,crash
[8] interesting,engineering

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@guidaautonoma
@spirosmargaris
@mvollmer1
@jeroenbartelse
@labordeolivier
@elcavalos
@ford
@luminartech
@lehigh_ece

Top Replied-To in G1:
@fisheyebox
@model3owners
@pinakilaskar

Top Replied-To in G3:
@guidaautonoma
@mvollmer1
@labordeolivier
@jeroenbartelse

Top Replied-To in G4:
@elonmusk
@spirosmargaris
@elcavalos

Top Replied-To in G5:
@luminartech

Top Replied-To in G9:
@ford
@_mobility_

Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@chidambara09
@guidaautonoma
@analytics_699
@betamoroney
@eli_krumova
@mikequindazzi
@mvollmer1
@pawlowskimario

Top Mentioned in G1:
@pinakilaskar
@analytics_699
@eli_krumova
@guidaautonoma
@ingliguori
@digitalhealthxx
@fisheyebox
@pixelcrayons
@jakeli12704641
@chidambara09

Top Mentioned in G2:
@guidaautonoma
@mikequindazzi
@pinakilaskar
@frronconi
@albertoemachado
@segundoatdell
@worldtrendsinfo
@analytics_699
@social_molly
@hana_elsayyed

Top Mentioned in G3:
@analytics_699
@guidaautonoma
@pinakilaskar
@akwyz
@glengilmore
@fisheyeboxindia
@mvollmer1
@pawlowskimario
@procurementstar
@jeroenbartelse

Top Mentioned in G4:
@mvollmer1
@chidambara09
@spirosmargaris
@pawlowskimario
@jblefevre60
@gigadgets_
@gv
@dw_scitech
@guidaautonoma
@ipfconline1

Top Mentioned in G5:
@chidambara09
@betamoroney
@iot_automotive
@guidaautonoma
@pinakilaskar
@maththrills
@selfdriving360
@noemibarrazueta
@mikequindazzi

Top Mentioned in G6:
@sshwartz
@benjibogush
@rosscnicholson
@lucasdublanc1

Top Mentioned in G7:
@swisscognitive
@verge
@forbes
@guidaautonoma
@corix_jc
@hakomtimeseries
@masterofiot
@babychadosorio
@mvollmer1

Top Mentioned in G8:
@edludlow
@keithnaughton
@davidwelch47
@edlud

Top Mentioned in G9:
@tesla
@gm
@bmw
@augustinfriedel
@mercedesbenz
@xpengmotors
@li_auto_
@nioglobal
@ford
@vw

Top Mentioned in G10:
@jamesvgingerich
@mvollmer1
@enricomolinari
@futurism
@chidambara09
@guidaautonoma

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@codedailybot
@cybersecurityn8
@javascriptd
@evankirstel
@o_fabriciosouza
@aaroncuddeback
@sudeepkhatri
@rahul05ranjan

Top Tweeters in G1:
@javascriptd
@o_fabriciosouza
@aaroncuddeback
@rahul05ranjan
@rvp
@hubofml
@ml_tweet_bot
@serverlessfan
@thesecretjunio1
@ricardo_ik_ahau

Top Tweeters in G2:
@sectest9
@cybersecurityn8
@biofares
@education_24x7
@flyin18t
@godfrey_g_
@calcaware
@fullnam35087976
@shi4tech
@dv_martinez

Top Tweeters in G3:
@codedailybot
@business
@ssxman2
@amazingchevvolt
@fintechna
@mig30m6
@nicochan33
@laveilletechno
@akwyz
@akbarth3great

Top Tweeters in G4:
@evankirstel
@sudeepkhatri
@reuters
@businessinsider
@benishii_
@pvalsfr
@digitaldecoded1
@gvalan
@prqosjdyofn1ylj
@kuriharan

Top Tweeters in G5:
@chidambara09
@dataaugmented
@caring_mobile
@techjunkiejh
@quick13
@openmarketingtv
@drferdowsi
@mycomfor
@the__hustlerguy
@manifattura40

Top Tweeters in G6:
@pa
@ruygtr
@haroldlgardner
@matwg
@gerherbert1
@biztocnews
@drmattcrowson
@loyndsview
@utibeabasijacob
@roboticsainews

Top Tweeters in G7:
@alizardx
@jacobussystems
@forbes
@preciso_com
@ericserati68
@touchme4youle
@verge
@rain2and
@corix_jc
@transform_sec

Top Tweeters in G8:
@elonfantommy
@tsport100
@farzyness
@edludlow
@milmilebattery
@captn_hype
@techgnostik
@therealandyhere
@keithnaughton
@blueskykites

Top Tweeters in G9:
@mercedesbenz
@andresvilarino
@wswmuc
@ford
@bmw
@gm
@bmwusa
@_mobility_
@smr_vision
@nioglobal

Top Tweeters in G10:
@cftc10
@jamesvgingerich
@xzpwedvhhh37i3c
@parvez1
@the_plugseeker
@craigthomler
@futurism
@lago72
@tek_elo
@derossis