#selfdrivingcars, Twitter, 12/22/2021 5:09:34 PM, 268834


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#selfdrivingcars_2021-12-22_05-36-02.xlsx
#selfdrivingcars_2021-12-22_05-36-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 22, 2021
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3sHzmkH
@robotconsumer
@mvollmer1
@guidaautonoma
@analytics_699
@enricomolinari
@jeroenbartelse
@fisheyebox
@autopiamotor
@sonu_monika
@pinakilaskar

Top hashtags:
#ai
#machinelearning
#selfdrivingcars
#analytics
#bigdata

Description:
Description
The graph represents a network of 1,627 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, 22 December 2021 at 13:46 UTC.

The requested start date was Wednesday, 22 December 2021 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 15-day, 4-hour, 55-minute period from Saturday, 04 December 2021 at 15:55 UTC to Sunday, 19 December 2021 at 20:50 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 : 1627
Unique Edges : 2434
Edges With Duplicates : 15650
Total Edges : 18084
Number of Edge Types : 5
Mentions : 1478
Retweet : 6357
MentionsInRetweet : 9529
Tweet : 636
Replies to : 84
Self-Loops : 904
Reciprocated Vertex Pair Ratio : 0.0405126085159157
Reciprocated Edge Ratio : 0.077870480731029
Connected Components : 98
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 1479
Maximum Edges in a Connected Component : 17903
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.30565
Graph Density : 0.001902852464296
Modularity : 0.181608
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,627 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, 22 December 2021 at 13:46 UTC.

The requested start date was Wednesday, 22 December 2021 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 15-day, 4-hour, 55-minute period from Saturday, 04 December 2021 at 15:55 UTC to Sunday, 19 December 2021 at 20:50 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:
[536] https://jobpreference.com/
[63] https://drivebycuriosity.blogspot.com/2021/12/economics-case-for-self-driving-cars.html
[49] https://media-exp1.licdn.com/dms/document/C4E1FAQFKdHXt76je1w/feedshare-document-pdf-analyzed/0/1639730089137?e=1639861200&v=beta&t=ghlV4_FH446r_MlLFvk4HvAdaB41lOar3WexbcF-iog
[47] https://twitter.com/iot_automotive/timelines/1122115041417887744
[44] https://www.selfdrivingcars360.com/
[37] https://aitnews.com/2021/12/17/%D8%A3%D9%88%D8%A8%D8%B1-%D8%AA%D8%AE%D8%AA%D8%A8%D8%B1-%D8%A7%D9%84%D8%AA%D9%88%D8%B5%D9%8A%D9%84-%D8%A7%D9%84%D8%B0%D8%A7%D8%AA%D9%8A-%D9%84%D9%84%D8%B7%D8%B9%D8%A7%D9%85-%D9%81%D9%8A-%D8%A7%D9%84/
[36] https://grabcad.com/library/omnidirectional-electric-motor-full-concept-open-source-engine-1
[31] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-deeplearning-activity-6876010001371136000-Wisa
[28] https://www.alarabiya.net/aswaq/special-stories/2021/12/15/%D8%A3%D9%83%D8%A8%D8%B1-%D8%B5%D8%A7%D9%86%D8%B9-%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D9%81%D9%8A-%D8%A7%D9%84%D8%B9%D8%A7%D9%84%D9%85-%D8%AA%D8%B1%D8%B5%D8%AF-%D8%B9%D8%B4%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D9%85%D9%84%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D9%84%D8%AE%D8%B7%D9%81-%D8%A7%D9%84%D8%B5%D8%AF%D8%A7%D8%B1%D8%A9-%D9%85%D9%86-%D8%AA%D8%B3%D9%84%D8%A7
[26] https://Catalog.selfdrivingcars360.com/

Top URLs in Tweet in G1:
[460] https://jobpreference.com/
[43] https://twitter.com/iot_automotive/timelines/1122115041417887744
[39] https://media-exp1.licdn.com/dms/document/C4E1FAQFKdHXt76je1w/feedshare-document-pdf-analyzed/0/1639730089137?e=1639861200&v=beta&t=ghlV4_FH446r_MlLFvk4HvAdaB41lOar3WexbcF-iog
[27] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-deeplearning-activity-6876010001371136000-Wisa
[24] https://www.analyticsinsight.net/top-developments-in-artificial-intelligence-that-will-shape-2022-and-beyond/
[24] https://twitter.com/iot_automotive/timelines/1369658804976062464
[20] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-ai-robots-activity-6873843394980970496-VmDa
[20] https://www.linkedin.com/posts/pinakilaskar_engineering-datascience-analytics-activity-6875442978845024256-UPQS
[19] https://sedo.com/search/details/?partnerid=324561&language=us&domain=smartpowerwall.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[18] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-datascience-activity-6878189013925146624-vCH0

Top URLs in Tweet in G2:
[63] https://drivebycuriosity.blogspot.com/2021/12/economics-case-for-self-driving-cars.html
[59] https://jobpreference.com/
[20] https://aitnews.com/2021/12/17/%D8%A3%D9%88%D8%A8%D8%B1-%D8%AA%D8%AE%D8%AA%D8%A8%D8%B1-%D8%A7%D9%84%D8%AA%D9%88%D8%B5%D9%8A%D9%84-%D8%A7%D9%84%D8%B0%D8%A7%D8%AA%D9%8A-%D9%84%D9%84%D8%B7%D8%B9%D8%A7%D9%85-%D9%81%D9%8A-%D8%A7%D9%84/
[17] https://www.forbes.com/sites/lanceeliot/2021/07/19/when-ai-self-driving-cars-sue-due-to-dangerous-roadway-conditions/
[16] https://www.alarabiya.net/aswaq/special-stories/2021/12/15/%D8%A3%D9%83%D8%A8%D8%B1-%D8%B5%D8%A7%D9%86%D8%B9-%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D9%81%D9%8A-%D8%A7%D9%84%D8%B9%D8%A7%D9%84%D9%85-%D8%AA%D8%B1%D8%B5%D8%AF-%D8%B9%D8%B4%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D9%85%D9%84%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D9%84%D8%AE%D8%B7%D9%81-%D8%A7%D9%84%D8%B5%D8%AF%D8%A7%D8%B1%D8%A9-%D9%85%D9%86-%D8%AA%D8%B3%D9%84%D8%A7
[9] https://twitter.com/Teslarati/status/1471148772243742731
[8] https://economictimes.indiatimes.com/news/international/business/inside-tesla-as-elon-musk-pushed-an-unflinching-vision-for-self-driving-cars/articleshow/88129805.cms?utm_content=bufferccdd3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://media-exp1.licdn.com/dms/document/C4E1FAQFKdHXt76je1w/feedshare-document-pdf-analyzed/0/1639730089137?e=1639861200&v=beta&t=ghlV4_FH446r_MlLFvk4HvAdaB41lOar3WexbcF-iog
[7] https://futurism.com/the-byte/maniac-tesla-through-ocean
[5] https://www.cbinsights.com/research/report/electric-car-race/

Top URLs in Tweet in G3:
[3] https://news.mit.edu/2021/machine-learning-speeds-vehicle-routing-1210?utm_content=buffer47cb8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.forbes.com/sites/lanceeliot/2021/07/19/when-ai-self-driving-cars-sue-due-to-dangerous-roadway-conditions/
[2] https://economictimes.indiatimes.com/news/international/business/inside-tesla-as-elon-musk-pushed-an-unflinching-vision-for-self-driving-cars/articleshow/88129805.cms?utm_content=bufferccdd3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1469071774398697475
[1] https://twitter.com/i/web/status/1470157422954168323
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265407
[1] https://twitter.com/iot_automotive/timelines/1122115041417887744
[1] https://twitter.com/iot_automotive/timelines/1369658804976062464
[1] https://github.com/surajitsaikia27/SelfDrive_AI/tree/master
[1] https://cyprus-mail.com/2021/12/10/trucks-catch-up-in-the-self-driving-vehicle-race/

Top URLs in Tweet in G4:
[36] https://grabcad.com/library/omnidirectional-electric-motor-full-concept-open-source-engine-1
[16] https://drive.google.com/file/d/1qS07wafxxulyqFlR6MWwH4DfG4WjpyGf/view
[8] https://drive.google.com/file/d/1qS07wafxxulyqFlR6MWwH4DfG4WjpyGf/view?usp=sharing
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267570
[2] http://theherdlocker.com/tweet/popularity/selfDrivingCars
[1] https://twitter.com/i/web/status/1469551889171767298
[1] https://twitter.com/i/web/status/1469221445771444225
[1] https://twitter.com/i/web/status/1469533676228722700
[1] https://twitter.com/i/web/status/1469181710944321538
[1] https://twitter.com/i/web/status/1469185129746735105

Top URLs in Tweet in G5:
[12] https://jobpreference.com/
[2] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702
[1] https://machinelearningmastery.com/a-gentle-introduction-to-method-of-lagrange-multipliers/
[1] https://www.mldawn.com/train-a-perceptron-to-learn-the-and-gate-from-scratch-in-python/
[1] https://developer.nvidia.com/blog/accelerating-inference-up-to-6x-faster-in-pytorch-with-torch-tensorrt/
[1] https://developer.nvidia.com/blog/developing-and-deploying-your-custom-action-recognition-application-without-any-ai-expertise-using-tao-and-deepstream/
[1] https://www.cnx-software.com/2021/02/07/person-detection-on-raspberry-pi-pico-with-arducam-and-tensorflow-lite/
[1] https://www.techrepublic.com/article/wi-fi-halow-could-be-the-next-iot-enabler/
[1] https://syncedreview.com/2021/11/17/deepmind-podracer-tpu-based-rl-frameworks-deliver-exceptional-performance-at-low-cost-146/amp/
[1] https://www.scientificamerican.com/article/ai-generates-hypotheses-human-scientists-have-not-thought-of/

Top URLs in Tweet in G6:
[3] https://www.lightnet.co.uk/the-internet-of-things/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.nytimes.com/2021/12/06/technology/tesla-autopilot-elon-musk.html?smtyp=cur&smid=tw-nytimes
[2] https://www.zdnet.com/article/j-d-power-lack-of-consumer-knowledge-lingering-safety-concerns-hampering-automated-vehicle-enthusiasm/?utm_campaign=2021%20US%20AUTO%20Q4%20Social%20Media&utm_content=189361582&utm_medium=social&utm_source=linkedin&hss_channel=lcp-164530
[2] https://hubs.la/Q0101kDs0?es_id=bc7c480af2
[2] https://www.forbes.com/wheels/news/power-mobility-confidence-index/?utm_campaign=2021%20US%20AUTO%20Q4%20Social%20Media&utm_content=189359520&utm_medium=social&utm_source=linkedin&hss_channel=lcp-164530
[2] https://hubs.la/Q0101dQt0?es_id=504b6f2f48
[1] https://biztoc.com/p/cmqrqx5k?ref=twb&rd=1
[1] https://twitter.com/TeslaOwnersUK/status/1467241256262717442
[1] http://virtualrealitytimes.com/2021/12/06/south-korea-introduces-vr-driving-tests-for-seniors/?utm_source=rss&utm_medium=rss&utm_campaign=south-korea-introduces-vr-driving-tests-for-seniors
[1] https://twitter.com/jblefevre60/status/1467563097275736073

Top URLs in Tweet in G7:
[32] https://www.selfdrivingcars360.com/
[21] https://Catalog.selfdrivingcars360.com/
[16] https://questions.selfdrivingcars360.com
[2] http://electronics360.globalspec.com/article/17504/parking-space-detection-for-self-driving-cars-comes-to-ces-2022
[2] https://twitter.com/iot_automotive/timelines/1122115041417887744
[1] https://twitter.com/i/web/status/1470233514809298945
[1] https://www.selfdrivingcars360.com/murphy-wants-all-electric-self-driving-transit-system-in-n-j-s-capital-city/
[1] https://www.selfdrivingcars360.com/intel-to-take-self-driving-car-unit-mobileye-public/
[1] https://www.selfdrivingcars360.com/video-lidar-with-baraja-dec2021/
[1] https://www.selfdrivingcars360.com/infographic-how-autonomous-vehicles-work/

Top URLs in Tweet in G8:
[5] https://tlcooper0001.medium.com/article-forge-review-966aa79f0755?source=rss------artificial_intelligence-5
[5] https://jobpreference.com/
[3] https://medium.com/the-shortform/writing-partner-c2cc660e10cf?source=rss------artificial_intelligence-5
[3] https://andrewzuo.com/why-we-get-bored-5080b07d1091?source=rss------artificial_intelligence-5
[3] https://pathr.ai/
[3] https://github.com/surajitsaikia27/SelfDrive_AI/tree/master
[3] https://medium.com/nerd-for-tech/artificial-intelligence-versus-machine-learning-explained-c08ff1c3eded
[2] https://medium.com/predict/metaverse-2030-ee59e4d4010d?source=rss------artificial_intelligence-5
[2] https://aitnews.com/2021/12/17/%D8%A3%D9%88%D8%A8%D8%B1-%D8%AA%D8%AE%D8%AA%D8%A8%D8%B1-%D8%A7%D9%84%D8%AA%D9%88%D8%B5%D9%8A%D9%84-%D8%A7%D9%84%D8%B0%D8%A7%D8%AA%D9%8A-%D9%84%D9%84%D8%B7%D8%B9%D8%A7%D9%85-%D9%81%D9%8A-%D8%A7%D9%84/
[2] https://www.selfdrivingcars360.com/

Top URLs in Tweet in G9:
[12] https://wilwen.medium.com/random-blabber-analog-and-digital-3a1b29250172?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[8] https://medium.com/@shaheermalikofficial/are-self-driving-cars-a-good-or-bad-idea-af1a61a348bb
[5] https://fffre.com/web-stories/free-fire-game-feature-and-ability/
[4] https://medium.datadriveninvestor.com/do-we-need-self-driving-cars-394c40fe4144?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[4] https://medium.com/@shubhamsharma_34603/federated-learning-notes-78de53f11d4f?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[4] https://medium.com/@shubhamsharma_34603/federated-learning-notes-78de53f11d4f?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://medium.com/@active.idea/no-such-thing-as-artificial-intelligence-8745a7e41a11?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://medium.com/geekculture/the-importance-of-sensor-fusion-for-autonomous-vehicles-e049ec89124?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://medium.com/@joel5638/in-this-article-were-going-to-explore-for-the-first-time-what-is-computer-vision-and-how-it-s-b9908b849269?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://medium.com/@joel5638/in-this-article-were-going-to-explore-for-the-first-time-what-is-computer-vision-and-how-it-s-b9908b849269?source=rss------deep_learning-5&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G10:
[2] https://www.theverge.com/2021/12/13/22826413/alpha-motor-corporation-ev-wolf-truck-interview
[1] https://futurism.com/tesla-highway-dog-drivers-seat?utm_content=bufferced2f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnet.com/roadshow/news/toyota-gr-yaris-hydrogen-combustion-car/
[1] https://www.cnet.com/roadshow/news/hyundai-ioniq-5-epa-range-estimate/
[1] https://www.cnet.com/roadshow/news/toyota-reveals-future-electric-cars-beyond-zero/
[1] https://www.redmondpie.com/teslas-cybertruck-will-now-come-with-four-motors-four-wheel-steering-according-to-musk/?utm_content=buffereb4b7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.redmondpie.com/tesla-drivers-can-now-play-video-games-on-the-screen-even-when-in-drive-mode/?utm_content=buffer333b9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnet.com/roadshow/news/audi-r8-electric/
[1] https://twitter.com/i/web/status/1469202722750672897
[1] https://twitter.com/i/web/status/1470279821875765250

Top Domains
Top Domains in Tweet in Entire Graph:
[536] jobpreference.com
[221] twitter.com
[213] linkedin.com
[201] medium.com
[105] selfdrivingcars360.com
[79] forbes.com
[66] google.com
[63] blogspot.com
[56] aci.it
[49] licdn.com

Top Domains in Tweet in G1:
[460] jobpreference.com
[177] linkedin.com
[134] twitter.com
[59] medium.com
[54] aci.it
[39] licdn.com
[36] google.com
[31] theverge.com
[27] forbes.com
[25] sedo.com

Top Domains in Tweet in G2:
[63] blogspot.com
[59] jobpreference.com
[45] forbes.com
[23] linkedin.com
[20] aitnews.com
[16] alarabiya.net
[16] twitter.com
[8] indiatimes.com
[8] medium.com
[7] licdn.com

Top Domains in Tweet in G3:
[5] twitter.com
[3] mit.edu
[2] forbes.com
[2] indiatimes.com
[1] nodexlgraphgallery.org
[1] github.com
[1] cyprus-mail.com
[1] aitnews.com
[1] freethink.com
[1] selfdrivingcars360.com

Top Domains in Tweet in G4:
[36] grabcad.com
[24] google.com
[20] twitter.com
[5] nodexlgraphgallery.org
[2] theherdlocker.com
[1] flickr.com
[1] aci.it
[1] techprincess.it
[1] nytimes.com
[1] linkedin.com

Top Domains in Tweet in G5:
[12] jobpreference.com
[4] syncedreview.com
[3] nvidia.com
[3] twitter.com
[2] iot-analytics.com
[2] medium.com
[2] linkedin.com
[1] machinelearningmastery.com
[1] mldawn.com
[1] cnx-software.com

Top Domains in Tweet in G6:
[11] twitter.com
[6] hubs.la
[4] medium.com
[4] co.uk
[3] nytimes.com
[3] linkedin.com
[3] pioneeringminds.com
[2] zdnet.com
[2] forbes.com
[2] towardsdatascience.com

Top Domains in Tweet in G7:
[85] selfdrivingcars360.com
[9] twitter.com
[4] globalspec.com
[1] youtu.be
[1] waw.pl
[1] avpoland.com
[1] moto.pl
[1] ricardo.com
[1] sedo.com

Top Domains in Tweet in G8:
[96] medium.com
[8] twitter.com
[5] jobpreference.com
[3] andrewzuo.com
[3] pathr.ai
[3] forbes.com
[3] github.com
[3] hdmotori.it
[2] aitnews.com
[2] selfdrivingcars360.com

Top Domains in Tweet in G9:
[32] medium.com
[7] fffre.com
[4] datadriveninvestor.com
[3] twitter.com
[1] key4biz.it
[1] reuters.com

Top Domains in Tweet in G10:
[5] cnet.com
[4] thenextweb.com
[4] theverge.com
[3] futurism.com
[2] redmondpie.com
[2] twitter.com
[2] nytimes.com
[1] mashable.com
[1] eenews.net
[1] digitalnuage.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5245] ai
[3166] machinelearning
[2962] selfdrivingcars
[2789] analytics
[2458] bigdata
[1911] iot
[1811] rstats
[1589] datascientist
[1585] datascience
[1253] reactjs



Top Hashtags in Tweet in G1:
[3728] ai
[2354] machinelearning
[2067] bigdata
[2038] analytics
[1471] selfdrivingcars
[1440] rstats
[1381] datascientist
[1311] datascience
[1118] iot
[816] reactjs

Top Hashtags in Tweet in G2:
[665] ai
[457] selfdrivingcars
[396] machinelearning
[373] analytics
[251] bigdata
[233] rstats
[210] iot
[198] reactjs
[186] datascience
[176] autonomousvehicles

Top Hashtags in Tweet in G3:
[189] selfdrivingcars
[96] ai
[72] autonomous
[65] ces2022
[61] autonomousvehicles
[56] driverless
[52] china
[43] iot
[36] ev
[28] tesla

Top Hashtags in Tweet in G4:
[74] selfdrivingcars
[63] selfdriving
[62] selfdrivingcar
[62] autonomousdriving
[57] autonomouscar
[49] autonomousvehicles
[41] autonomousvehicle
[41] iot
[40] transport
[40] traffic

Top Hashtags in Tweet in G5:
[338] ai
[317] machinelearning
[314] analytics
[200] reactjs
[197] iot
[148] ml
[144] iiot
[105] rstats
[98] python
[96] bigdata

Top Hashtags in Tweet in G6:
[86] selfdrivingcars
[22] autonomousvehicles
[16] technology
[14] tesla
[12] automotive
[10] ai
[9] artificialintelligence
[9] selfdrivingvehicles
[9] autonomouscars
[7] innovation

Top Hashtags in Tweet in G7:
[122] selfdrivingcars
[83] autonomousvehicles
[82] driverlesscars
[78] autonomouscars
[69] cars
[68] automotive
[65] selfdriving
[62] driverless
[37] robocars
[31] technology

Top Hashtags in Tweet in G8:
[363] ai
[309] selfdrivingcars
[294] iot
[193] connectedcar
[148] wearabletech
[51] machinelearning
[46] analytics
[31] bigdata
[23] 5g
[23] rstats

Top Hashtags in Tweet in G9:
[52] selfdrivingcars
[38] artificialintelligence
[20] tesla
[13] metaverse
[10] datascience
[9] reactjs
[9] uxdesign
[9] ux
[9] design
[8] react

Top Hashtags in Tweet in G10:
[40] electriccars
[40] smartcars
[38] cars
[35] selfdrivingcars
[27] futurecars
[25] speed
[24] rides
[23] whips
[7] tesla
[3] teampete

Top Words
Top Words in Tweet in Entire Graph:
[5234] #ai
[3164] #machinelearning
[2950] #selfdrivingcars
[2775] #analytics
[2458] #bigdata
[1893] #iot
[1811] #rstats
[1589] #datascientist
[1567] #datascience
[1253] #reactjs

Top Words in Tweet in G1:
[3718] #ai
[2354] #machinelearning
[2067] #bigdata
[2027] #analytics
[1464] #selfdrivingcars
[1440] #rstats
[1381] #datascientist
[1302] #datascience
[1113] #iot
[863] guidaautonoma

Top Words in Tweet in G2:
[664] #ai
[457] #selfdrivingcars
[395] #machinelearning
[371] #analytics
[251] #bigdata
[233] #rstats
[219] analytics_699
[209] #iot
[198] #reactjs
[183] #datascience

Top Words in Tweet in G3:
[189] #selfdrivingcars
[125] jeroenbartelse
[96] #ai
[91] nicochan33
[87] autonomous
[84] curieuxexplorer
[84] digitaltrends
[72] #autonomous
[66] driving
[65] #ces2022

Top Words in Tweet in G4:
[74] #selfdrivingcars
[63] #selfdriving
[62] #selfdrivingcar
[62] #autonomousdriving
[57] #autonomouscar
[49] #autonomousvehicles
[41] #autonomousvehicle
[41] #iot
[40] #transport
[40] #traffic

Top Words in Tweet in G5:
[338] #ai
[317] #machinelearning
[314] #analytics
[263] analytics_699
[200] #reactjs
[188] #iot
[148] #ml
[144] #iiot
[105] #rstats
[98] #python

Top Words in Tweet in G6:
[83] #selfdrivingcars
[27] driving
[26] self
[17] cars
[17] #autonomousvehicles
[16] #technology
[14] #tesla
[13] car
[12] #automotive
[12] vehicles

Top Words in Tweet in G7:
[122] #selfdrivingcars
[83] #autonomousvehicles
[82] #driverlesscars
[78] #autonomouscars
[69] #cars
[68] #automotive
[65] #selfdriving
[62] #driverless
[41] read
[38] driving

Top Words in Tweet in G8:
[363] #ai
[307] #selfdrivingcars
[291] #iot
[254] mikequindazzi
[190] #connectedcar
[148] #wearabletech
[58] artificial
[57] ai
[54] motorcycletwitt
[51] #machinelearning

Top Words in Tweet in G9:
[52] #selfdrivingcars
[38] akbarth3great
[38] #artificialintelligence
[20] #tesla
[13] #metaverse
[12] random
[12] blabber
[12] analog
[12] digital
[10] importance

Top Words in Tweet in G10:
[40] #electriccars
[40] #smartcars
[38] #cars
[35] #selfdrivingcars
[27] #futurecars
[25] #speed
[24] #rides
[23] #whips
[17] electric
[11] foxmental_x

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1535] #ai,#datascientist
[1517] #datascientist,#bigdata
[1424] #bigdata,#machinelearning
[1290] #machinelearning,#analytics
[1021] #analytics,#datascience
[911] #rstats,#reactjs
[862] #datascience,#rstats
[761] #machinelearning,#ai
[755] #analytics,#machinelearning
[712] #ai,#iot

Top Word Pairs in Tweet in G1:
[1334] #ai,#datascientist
[1317] #datascientist,#bigdata
[1237] #bigdata,#machinelearning
[1123] #machinelearning,#analytics
[887] #analytics,#datascience
[752] #datascience,#rstats
[664] #rstats,#reactjs
[556] #ai,#iot
[552] #analytics,#ai
[538] #machinelearning,#bigdata

Top Word Pairs in Tweet in G2:
[150] #ai,#datascientist
[148] #datascientist,#bigdata
[147] #machinelearning,#ai
[146] #analytics,#machinelearning
[142] #rstats,#reactjs
[138] #bigdata,#machinelearning
[123] #machinelearning,#analytics
[105] #iot,#iiot
[101] self,driving
[100] #analytics,#datascience

Top Word Pairs in Tweet in G3:
[56] honda,showed
[56] showed,brand
[56] work,vehicle
[56] vehicle,digitaltrends
[47] #autonomousvehicles,#selfdrivingcars
[44] brand,autonomous
[44] autonomous,work
[44] digitaltrends,#selfdrivingcars
[43] jeroenbartelse,honda
[43] #selfdrivingcars,#

Top Word Pairs in Tweet in G4:
[57] #autonomousdriving,#autonomouscar
[48] #selfdrivingcars,#autonomousvehicles
[47] #selfdriving,#selfdrivingcar
[47] #selfdrivingcar,#selfdrivingcars
[47] #autonomousvehicles,#autonomousdriving
[40] #autonomouscar,#autonomousvehicle
[40] #transport,#traffic
[25] #iot,#iiot
[25] #traffic,#mobility
[24] #autonomousvehicle,#autonomous

Top Word Pairs in Tweet in G5:
[245] #machinelearning,#ai
[244] #analytics,#machinelearning
[144] #iot,#iiot
[133] #reactjs,#iot
[94] #ai,#python
[87] #rstats,#reactjs
[79] #iiot,#ml
[69] #python,#rstats
[49] #ai,#ml
[42] #analytics,#ai

Top Word Pairs in Tweet in G6:
[23] self,driving
[9] driving,cars
[7] #autonomousvehicles,#selfdrivingcars
[7] learn,more
[5] #selfdrivingcars,#automotive
[5] #automotive,#electriccars
[5] driving,car
[5] #autonomouscars,#selfdrivingcars
[5] gt,#jdpowerâ
[5] #jdpowerâ,#mobilityconfidenceindexâ

Top Word Pairs in Tweet in G7:
[78] #driverlesscars,#autonomouscars
[72] #autonomouscars,#autonomousvehicles
[66] #cars,#automotive
[62] #selfdriving,#driverless
[46] #autonomousvehicles,#selfdriving
[37] #driverless,#robocars
[34] #selfdrivingcars,news
[33] self,driving
[32] #robocars,#cars
[29] #automotive,#technology

Top Word Pairs in Tweet in G8:
[264] #ai,#selfdrivingcars
[252] #selfdrivingcars,#iot
[208] mikequindazzi,#ai
[190] #iot,#connectedcar
[148] #connectedcar,#wearabletech
[42] artificial,intelligence
[39] ht,mikequindazzi
[33] cc,mikequindazzi
[27] mikequindazzi,fisher85m
[26] fisher85m,#ai

Top Word Pairs in Tweet in G9:
[20] #tesla,#artificialintelligence
[18] akbarth3great,#selfdrivingcars
[12] #artificialintelligence,#metaverse
[12] #metaverse,#selfdrivingcars
[12] #selfdrivingcars,random
[12] random,blabber
[12] blabber,analog
[12] analog,digital
[11] akbarth3great,#tesla
[9] #uxdesign,#ux

Top Word Pairs in Tweet in G10:
[37] #cars,#smartcars
[37] #electriccars,#cars
[34] #smartcars,#selfdrivingcars
[25] #futurecars,#speed
[24] #selfdrivingcars,#rides
[23] #rides,#whips
[23] #whips,#futurecars
[7] roadshow,#electriccars
[3] #speed,#tesla
[3] video,games

Top Replied-To
Top Replied-To in Entire Graph:
@jimharris
@enricomolinari
@abbmotordriveus
@tesla
@unicaragil
@zoomcarindia
@mobileye
@navya_group
@aeyeinc
@cruise

Top Replied-To in G1:
@tesla
@forbestech
@fisheyebox
@mercedesbenz
@morganstanley

Top Replied-To in G2:
@enricomolinari
@jimharris
@frronconi
@haroldsinnott
@chaitu4u
@nicolasaqm
@garciasiemens
@theadityapatro

Top Replied-To in G4:
@abbmotordriveus
@huawei
@wef
@intengineering
@abbdeutschland
@reutersaero
@arcelormittald
@harting_group
@wagokontakttech
@zf_konzern

Top Replied-To in G7:
@cruise
@aeyeinc
@unicaragil
@navya_group
@mobileye

Top Replied-To in G8:
@ramraj35hotmai1

Top Mentioned
Top Mentioned in Entire Graph:
@analytics_699
@guidaautonoma
@pinakilaskar
@fisheyebox
@sonu_monika
@jobpreference
@mikequindazzi
@mvollmer1
@development_rt
@enricomolinari

Top Mentioned in G1:
@guidaautonoma
@pinakilaskar
@fisheyebox
@sonu_monika
@analytics_699
@jobpreference
@development_rt
@cloudpreacher
@wil_bielert
@procurementstar

Top Mentioned in G2:
@analytics_699
@enricomolinari
@mvollmer1
@fisheyebox
@pinakilaskar
@visualcap
@khulood_almani
@haroldsinnott
@jobpreference
@sonu_monika

Top Mentioned in G3:
@jeroenbartelse
@nicochan33
@curieuxexplorer
@digitaltrends
@mashable
@mvollmer1
@jblefevre60
@ronald_vanloon
@xhnews
@pawlowskimario

Top Mentioned in G4:
@autopiamotor
@itf_forum
@wef
@marinus1945
@overveenerick
@this0499154500
@ossewed
@pinakilaskar
@young_t_kim
@martinhoyes

Top Mentioned in G5:
@analytics_699
@fisheyebox
@visualcap
@darshan_h_sheth
@jobpreference
@guidaautonoma
@haroldsinnott
@pinakilaskar
@pawlowskimario
@mvollmer1

Top Mentioned in G6:
@china4tech
@retirefund
@trafficsafety4u
@sdropsolution

Top Mentioned in G7:
@selfdriving360
@nvidiadrive
@its_waw_pl
@mashable
@zoox
@digitaltrends
@mvollmer1
@av_poland
@nowthisnews
@cnbc

Top Mentioned in G8:
@mikequindazzi
@motorcycletwitt
@worldtrendsinfo
@harry_robots
@hudson_chatbots
@guidaautonoma
@fisher85m
@analytics_699
@antgrasso
@social_molly

Top Mentioned in G9:
@akbarth3great
@theshaheermalik
@fffrecom
@smartcity4italy
@fisheyebox
@sonu_monika

Top Mentioned in G10:
@foxmental_x
@futurism
@cnet
@thenextweb
@nytimes
@guidaautonoma
@alpha_motor_inc
@verge
@mashable
@rawstory

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@knewz_currently
@cybersec_feeds
@chidambara09
@ejlazar
@xaelbot
@codedailybot
@thedeveloperbot
@evankirstel
@cybersecurityn8

Top Tweeters in G1:
@knewz_currently
@cybersec_feeds
@xaelbot
@thedeveloperbot
@evankirstel
@animatorspal
@ipythonistabot
@morolswediu
@discovertech3
@coder_487

Top Tweeters in G2:
@chidambara09
@codedailybot
@sudeepkhatri
@biofares
@jfsebastian146
@business
@botraj1
@coderretweet
@fintechna
@economictimes

Top Tweeters in G3:
@benishii_
@nicochan33
@mashable
@michaelpurvis64
@shi4tech
@richardtuffin
@mark45dominic
@gvalan
@glaciarblue
@jamesvgingerich

Top Tweeters in G4:
@botsecx
@wef
@whopcod
@keremalkin
@techinsider
@nokia
@hwingo
@andresvarela
@playstation
@sphero

Top Tweeters in G5:
@ejlazar
@jjhuqpwjakk7cpr
@caring_mobile
@jeffreyawillia4
@balgaa
@lukeisaacson2
@serpil_ozguven
@shybot7
@sdgsbot
@brazilsfe

Top Tweeters in G6:
@gregoriancant
@ijonnim
@srdhain
@jais_george
@pa
@haroldlgardner
@ggattr
@teckvado
@mypalsammy
@retirefund

Top Tweeters in G7:
@cnbc
@theeconomist
@quicktake
@nowthisnews
@eintsein1980
@garyhoover1
@cioamaro
@wslightly
@mueller_nyc
@jamelrolle

Top Tweeters in G8:
@sectest9
@cybersecurityn8
@artificialbra1n
@ml_tweet_bot
@ricardo_ik_ahau
@my21_oracle
@manifattura40
@e_nterdiscipl
@max_lyashko
@worldtrendsinfo

Top Tweeters in G9:
@akbarth3great
@getmazak
@ztsecure
@agent_guzman
@signoraldo
@franciungaro
@cybersecboardrm
@johnbeilowitz
@jspadoan
@textsla

Top Tweeters in G10:
@slate
@nytimes
@washingtonpost
@johnny_queer
@abcnews
@rawstory
@foxmental_x
@thenextweb
@bpolitics
@verge