#selfdrivingcars, Twitter, 3/10/2021 9:08:43 PM, 250472


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#selfdrivingcars_2021-03-10_05-39-31.xlsx
#selfdrivingcars_2021-03-10_05-39-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 10, 2021
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3ckkZZx
@robotconsumer
@analytics_699
@enricomolinari
@mvollmer1
@jeroenbartelse
@guidaautonoma
@selfdriving360
@godfrey_g_
@mashable
@pinakilaskar

Top hashtags:
#ai
#rstats
#analytics
#bigdata
#machinelearning
#reactjs
#iot

Description:
Description
The graph represents a network of 1,899 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, 10 March 2021 at 13:48 UTC.

The requested start date was Wednesday, 10 March 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 13-day, 11-hour, 42-minute period from Wednesday, 24 February 2021 at 11:52 UTC to Tuesday, 09 March 2021 at 23:35 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 : 1899
Unique Edges : 2653
Edges With Duplicates : 15047
Total Edges : 17700
Number of Edge Types : 5
Retweet : 6523
MentionsInRetweet : 9168
Mentions : 1282
Tweet : 694
Replies to : 33
Self-Loops : 975
Reciprocated Vertex Pair Ratio : 0.0324
Reciprocated Edge Ratio : 0.0627663696241767
Connected Components : 179
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 1588
Maximum Edges in a Connected Component : 17305
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.232375
Graph Density : 0.00143217743685185
Modularity : 0.191591
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,899 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, 10 March 2021 at 13:48 UTC.

The requested start date was Wednesday, 10 March 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 13-day, 11-hour, 42-minute period from Wednesday, 24 February 2021 at 11:52 UTC to Tuesday, 09 March 2021 at 23:35 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:
[67] https://www.tiktok.com/@charlie.e.e.e/video/6937123354797149445
[63] https://www.selfdrivingcars360.com/
[36] https://www.weforum.org/agenda/2020/11/3-lessons-for-safer-more-efficient-self-driving-cars/
[31] https://www.linkedin.com/posts/pinakilaskar_ai-data-intelligence-activity-6772367376831909888-duvg
[29] https://www.bloomberg.com/tosv2.html?vid=&uuid=87d53b20-7c92-11eb-9238-05c4f94b79fc&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMy0wMi9nbS1iYWNrZWQtY3J1aXNlLWlzLXNhaWQtdG8tYmUtaW4tdGFsa3MtdG8tYnV5LXN0YXJ0dXAtdm95YWdl
[29] https://venturebeat.com/2021/02/22/eu-report-warns-that-ai-makes-autonomous-vehicles-highly-vulnerable-to-attack/
[27] https://flickr.com/photos/187749201@N03/
[26] https://www.linkedin.com/posts/pinakilaskar_ai-datascientists-machinelearning-activity-6773103723435618304-TSG2
[25] https://www.cnet.com/roadshow/news/volkswagen-id-buzz-microbus-production-teaser-sketch/
[24] https://www.linkedin.com/posts/pinakilaskar_robots-innovation-artificialintelligence-activity-6771274199538425856-yJMF

Top URLs in Tweet in G1:
[29] https://www.linkedin.com/posts/pinakilaskar_ai-data-intelligence-activity-6772367376831909888-duvg
[24] https://flickr.com/photos/187749201@N03/
[23] https://www.linkedin.com/posts/pinakilaskar_ai-datascientists-machinelearning-activity-6773103723435618304-TSG2
[22] https://www.linkedin.com/posts/pinakilaskar_robots-innovation-artificialintelligence-activity-6771274199538425856-yJMF
[21] https://www.linkedin.com/posts/pinakilaskar_ai-bigdata-software-activity-6771645635394379776-RpZ9
[19] https://www.linkedin.com/posts/pinakilaskar_ai-deeplearning-machinelearning-activity-6770571958967943169-zZV3
[17] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fautonomous-driving-dataset-visualization-with-python-and-vizviewer-24ce3d3d11a0
[17] https://www.linkedin.com/posts/pinakilaskar_algorithms-sciences-ontology-activity-6773839837335232512-k0iH
[15] https://www.linkedin.com/posts/pinakilaskar_ai-ontology-datascience-activity-6774188028031229952-Ht03
[14] https://www.linkedin.com/posts/pinakilaskar_robotics-iot-quantumcomputing-activity-6774530619419488256-DhD2

Top URLs in Tweet in G2:
[64] https://www.tiktok.com/@charlie.e.e.e/video/6937123354797149445
[53] https://www.selfdrivingcars360.com/
[23] https://www.bloomberg.com/tosv2.html?vid=&uuid=87d53b20-7c92-11eb-9238-05c4f94b79fc&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMy0wMi9nbS1iYWNrZWQtY3J1aXNlLWlzLXNhaWQtdG8tYmUtaW4tdGFsa3MtdG8tYnV5LXN0YXJ0dXAtdm95YWdl
[22] https://www.cnet.com/roadshow/news/volkswagen-id-buzz-microbus-production-teaser-sketch/
[17] https://venturebeat.com/2021/02/22/eu-report-warns-that-ai-makes-autonomous-vehicles-highly-vulnerable-to-attack/
[16] https://www.weforum.org/agenda/2020/11/3-lessons-for-safer-more-efficient-self-driving-cars/
[13] https://venturebeat.com/2021/02/25/mobileye-partners-with-lohr-and-transdev-to-develop-self-driving-shuttles/
[12] https://www.yankodesign.com/2021/03/03/these-autonomous-pods-are-re-imagining-safe-public-transit-by-making-local-trams-and-buses-smaller/
[11] https://www.weforum.org/agenda/2021/03/eu-business-leaders-future-autonomous-machines/
[11] https://www.bloomberg.com/tosv2.html?vid=&uuid=68355860-8069-11eb-bc10-9542d8572a92&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMy0wOC9zZXF1b2lhLWJhY2tlZC1hdXRvbm9tb3VzLXRydWNrLXN0YXJ0dXAtaW4tdGFsa3Mtb24tc3BhYy1tZXJnZXI=

Top URLs in Tweet in G3:
[3] https://venturebeat.com/2021/02/22/eu-report-warns-that-ai-makes-autonomous-vehicles-highly-vulnerable-to-attack/
[2] https://www.weforum.org/agenda/2020/08/flying-cars-japan?utm_source=twitter&utm_medium=social_scheduler&utm_term=Fourth+Industrial+Revolution&utm_content=30/12/2020+01:00
[2] https://www.theverge.com/22298001/luminar-austin-russel-ceo-interview-self-driving-cars?utm_content=buffer398c8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.tiktok.com/@charlie.e.e.e/video/6937123354797149445
[2] https://www.linkedin.com/posts/pinakilaskar_ai-deeplearning-machinelearning-activity-6770571958967943169-zZV3
[2] https://www.weforum.org/agenda/2020/11/3-lessons-for-safer-more-efficient-self-driving-cars/
[1] https://twitter.com/i/web/status/1364771347893682180
[1] https://twitter.com/i/web/status/1365312413365493765
[1] https://twitter.com/i/web/status/1365353685325381641
[1] https://twitter.com/i/web/status/1365534879002230786

Top URLs in Tweet in G4:
[8] https://www.selfdrivingcars360.com/
[6] https://www.aitrends.com/ai-insider/misclassifying-a-snowman-as-a-pedestrian-is-troublesome-for-ai-autonomous-cars/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.youtube.com/watch?v=O2aOJg94ZMc&feature=youtu.be

[4] https://www.masstransitmag.com/alt-mobility/autonomous-vehicles/press-release/21212614/council-of-canadian-academies-cca-the-future-of-autonomous-vehicles-in-canada-will-be-shaped-by-todays-policy-and-planning-decisions-new-report
[3] https://edition.cnn.com/2021/03/05/cars/cavnue-self-driving-lanes/index.html
[3] https://www.youtube.com/watch?v=s1mAWg23phU&feature=youtu.be

[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dl6wL3eNoACA&q=EgS4SO-bGNObo4IGIhkA8aeDS9XB-s2-wlHbkC3sgbpiYzldOzxYMgFy
[3] https://www.weforum.org/agenda/2020/11/3-lessons-for-safer-more-efficient-self-driving-cars/
[3] https://www.weforum.org/agenda/2021/03/eu-business-leaders-future-autonomous-machines/
[3] https://www.analyticsinsight.net/top-10-artificial-intelligence-technologies-making-a-breakthrough-in-2021/

Top URLs in Tweet in G5:
[7] https://siliconangle.com/2021/02/26/autonomous-vehicle-unicorn-aurora-buys-lidar-chip-startup-technology/
[6] https://amp-video.lastampa.it/amp/motori/un-autobus-senza-conducente-per-le-strade-di-malaga-e-il-primo-progetto-in-europa/128587/128725
[6] https://medium.com/self-driving-cars/self-driving-cars-in-space-4431551369dd
[6] https://driving.ca/toyota/auto-news/news/driving-into-the-future-when-will-autonomous-cars-be-ready-for-canada
[6] https://newsroom.intel.com/news/mobileye-transdev-ats-lohr-group-develop-av-shuttles/#gs.uhy222
[5] https://scmp.com/magazines/style/leisure/article/3122389/will-chengdus-science-city-become-futuristic-utopia-self
[5] https://news.erau.edu/headlines/preventing-autonomous-vehicle-crashes-eagle-researchers-search-for-solutions
[5] https://www.autoconnectedcar.com/2021/02/volvo-cars-and-geely-combine-powertrains-share-and-procure/
[5] https://www.analyticsinsight.net/top-10-emerging-artificial-intelligence-startups-in-israel/
[5] https://www.punto-informatico.it/guida-autonoma-waymo-jaguar-ipace-nera/?amp

Top URLs in Tweet in G6:
[14] https://www.weforum.org/agenda/2020/11/3-lessons-for-safer-more-efficient-self-driving-cars/
[7] https://www.masstransitmag.com/alt-mobility/autonomous-vehicles/press-release/21212614/council-of-canadian-academies-cca-the-future-of-autonomous-vehicles-in-canada-will-be-shaped-by-todays-policy-and-planning-decisions-new-report
[5] https://www.insurancejournal.com/magazines/mag-features/2021/02/22/601959.htm
[3] https://www.weforum.org/agenda/2021/03/eu-business-leaders-future-autonomous-machines/
[2] https://asia.nikkei.com/Business/Automobiles/Honda-launches-world-s-first-level-3-self-driving-car?utm_content=buffer81041&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1368184600208490504
[1] https://twitter.com/i/web/status/1343345935154348032
[1] https://www.motortrend.com/news/cruise-origin-chevrolet-bolt-self-driving-ride-hail-delivery-vehicles/
[1] https://twitter.com/i/web/status/1364654575475687424
[1] https://twitter.com/i/web/status/1368459596386480129

Top URLs in Tweet in G7:
[3] https://www.forbes.com/sites/lanceeliot/2021/01/28/self-driving-cars-spurring-nearby-human-drivers-into-speeding-and-abysmal-reckless-driving/?sh=4625021f4f18
[2] https://www.consumerreports.org/autonomous-driving/aaa-survey-self-driving-cars-todays-active-safety-systems/
[2] https://www.everythinglubbock.com/news/state-regional/aaa-texas-todays-vehicle-technology-must-improve-before-public-trusts-self-driving-vehicles/
[2] https://youtu.be/PRg5RNU_JLk
[2] https://www.bianchipr.com/war-talent-pr-can-help-automotive-suppliers-win/
[2] https://braydeng.medium.com/2018-was-a-huge-year-for-electric-vehicles-in-charts-b6aad055bdff?source=false---------0
[1] https://paper.li/gordyandpaula/1385207399?edition_id=b5e04d40-7696-11eb-9fda-0cc47a0d1609
[1] https://www.argo.ai/purpose/
[1] https://twitter.com/i/web/status/1364568356079235079
[1] https://paper.li/f-1499693889?edition_id=d6011a50-76a5-11eb-ae29-002590a5ba2d

Top URLs in Tweet in G8:
[1] https://www.lifewire.com/how-self-driving-cars-can-be-hacked-5114337?utm_sq=go52mgxozc
[1] https://twitter.com/i/web/status/1362665426807902210
[1] https://www.weforum.org/agenda/2021/03/eu-business-leaders-future-autonomous-machines/
[1] https://www.forbes.com/sites/robtoews/2021/02/28/a-wave-of-billion-dollar-computer-vision-startups-is-coming/

Top URLs in Tweet in G9:
[10] https://www.businessinsider.com/toyota-city-of-the-future-japan-mt-fuji-2020-1
[3] https://www.dailystar.co.uk/news/world-news/toyota-starts-building-smart-city-23568764
[2] https://www.masstransitmag.com/alt-mobility/autonomous-vehicles/press-release/21212614/council-of-canadian-academies-cca-the-future-of-autonomous-vehicles-in-canada-will-be-shaped-by-todays-policy-and-planning-decisions-new-report
[2] https://arstechnica.com/cars/2021/02/hyundai-aptiv-joint-venture-begins-driverless-tests-eyes-2023-launch/
[2] https://www.cnbc.com/2021/02/12/hyundai-working-on-a-driverless-car-thats-also-a-walking-machine-.html
[2] https://www.fox10phoenix.com/news/no-driver-needed-waymo-rolls-out-fully-autonomous-vehicles-in-chandler-tempe-mesa-areas
[2] https://www.businesswire.com/news/home/20210302005107/en/Motional-Selects-Ambarella-CVflow%C2%AE-AI-Vision-Processors-for-its-Driverless-Vehicles
[1] https://www.youtube.com/watch?v=EdArXO4Plmw&feature=youtu.be

[1] https://finance.yahoo.com/amphtml/video/ai-paving-way-autonomous-cars-222611305.html
[1] https://www.jdsupra.com/legalnews/israeli-justice-ministry-lays-out-key-4304956/

Top URLs in Tweet in G10:
[9] https://gocharge.io/
[9] https://sedo.com/search/details/?partnerid=324561&language=us&domain=smartpowerwall.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[9] https://sedo.com/search/details/?partnerid=324561&language=us&domain=gorobo.taxi&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[7] https://gocharge.us/
[7] https://evcharger.me/
[5] https://gocharge.xyz/
[4] https://wheelscharger.com/
[4] https://sedo.com/search/details/?partnerid=324561&language=us&domain=goplug.us&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[3] https://smartrydes.com/
[3] https://surveyinsta.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[434] twitter.com
[223] linkedin.com
[90] selfdrivingcars360.com
[67] tiktok.com
[66] weforum.org
[54] bloomberg.com
[53] venturebeat.com
[53] forbes.com
[48] hdmotori.it
[43] sedo.com

Top Domains in Tweet in G1:
[195] linkedin.com
[107] twitter.com
[24] flickr.com
[22] forbes.com
[19] medium.com
[16] cnn.com
[10] blogspot.com
[10] globalbigdataconference.com
[9] venturebeat.com
[8] hbr.org

Top Domains in Tweet in G2:
[80] selfdrivingcars360.com
[64] tiktok.com
[62] twitter.com
[34] bloomberg.com
[32] venturebeat.com
[27] weforum.org
[22] cnet.com
[13] yankodesign.com
[9] motortrend.com
[9] masstransitmag.com

Top Domains in Tweet in G3:
[19] twitter.com
[7] linkedin.com
[4] weforum.org
[3] venturebeat.com
[3] aitrends.com
[2] theverge.com
[2] hdmotori.it
[2] tiktok.com
[2] forbes.com
[1] bloomberg.com

Top Domains in Tweet in G4:
[36] twitter.com
[26] google.com
[13] youtube.com
[13] hdmotori.it
[8] selfdrivingcars360.com
[6] aitrends.com
[6] theverge.com
[6] weforum.org
[5] masstransitmag.com
[4] cnn.com

Top Domains in Tweet in G5:
[96] twitter.com
[28] hdmotori.it
[11] analyticsinsight.net
[10] medium.com
[10] aci.it
[10] forbes.com
[9] theverge.com
[8] tomshw.it
[8] ilsole24ore.com
[8] linkedin.com

Top Domains in Tweet in G6:
[17] weforum.org
[9] twitter.com
[7] masstransitmag.com
[5] insurancejournal.com
[2] medium.com
[2] nikkei.com
[1] motortrend.com
[1] juniperresearch.com
[1] theverge.com
[1] hdmotori.it

Top Domains in Tweet in G7:
[41] twitter.com
[18] paper.li
[7] forbes.com
[4] bizjournals.com
[4] reuters.com
[3] medium.com
[3] youtube.com
[2] businessinsider.com
[2] consumerreports.org
[2] everythinglubbock.com

Top Domains in Tweet in G8:
[1] lifewire.com
[1] twitter.com
[1] weforum.org
[1] forbes.com

Top Domains in Tweet in G9:
[10] businessinsider.com
[8] twitter.com
[4] co.uk
[3] forbes.com
[3] masstransitmag.com
[3] arstechnica.com
[2] linkedin.com
[2] cnbc.com
[2] nikkei.com
[2] fox10phoenix.com

Top Domains in Tweet in G10:
[34] sedo.com
[12] twitter.com
[9] gocharge.io
[7] gocharge.us
[7] evcharger.me
[5] gocharge.xyz
[4] wheelscharger.com
[3] smartrydes.com
[3] surveyinsta.com
[3] smartev.shop

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4715] ai
[2967] rstats
[2857] analytics
[2821] bigdata
[2772] machinelearning
[2749] reactjs
[2396] iot
[2363] selfdrivingcars
[2296] python
[1888] iiot



Top Hashtags in Tweet in G1:
[3659] ai
[2701] rstats
[2589] analytics
[2500] reactjs
[2406] bigdata
[2404] machinelearning
[2096] python
[1767] iot
[1703] iiot
[923] ml

Top Hashtags in Tweet in G2:
[531] selfdrivingcars
[246] autonomousvehicles
[217] ai
[176] autonomous
[160] selfdriving
[154] driverless
[113] automotive
[103] iot
[95] analytics
[94] rstats

Top Hashtags in Tweet in G3:
[156] selfdrivingcars
[76] ai
[52] autonomousvehicles
[44] smartcities
[40] selfdriving
[39] driverless
[38] iot
[38] delorean
[35] bigdata
[31] marketing

Top Hashtags in Tweet in G4:
[279] selfdrivingcars
[131] ai
[87] iot
[64] 5g
[58] autonomousvehicles
[45] selfdriving
[41] autonomous
[34] bigdata
[33] tesla
[32] prophecy

Top Hashtags in Tweet in G5:
[456] ai
[365] selfdrivingcars
[314] iot
[236] 5g
[208] autonomous
[196] autonomousvehicles
[196] bigdata
[190] machinelearning
[169] selfdriving
[130] driverless

Top Hashtags in Tweet in G6:
[82] selfdrivingcars
[60] ai
[35] 5g
[34] iot
[25] autonomous
[24] autonomousvehicles
[23] artificialintelligence
[21] futureofwork
[20] bigdata
[19] smartcar

Top Hashtags in Tweet in G7:
[108] selfdrivingcars
[12] sensors
[12] autonomousvehicles
[11] automotive
[10] ai
[10] electriccars
[8] selfdriving
[6] machinelearning
[6] lidar
[6] tesla

Top Hashtags in Tweet in G8:
[45] selfdrivingcars
[30] ai
[14] innovation
[14] safety
[14] technology
[14] automotive
[12] computervision
[12] startup
[12] deeplearning
[10] cybersecurity

Top Hashtags in Tweet in G9:
[50] selfdrivingcars
[31] ai
[17] autonomousvehicles
[11] iot
[10] smartcity
[10] bigdata
[9] 5g
[9] av
[8] datascience
[7] machinelearning

Top Hashtags in Tweet in G10:
[70] forsale
[67] evcharger
[57] electricvehicles
[56] domainname
[56] electriccars
[28] bigdata
[26] ai
[26] iot
[23] selfdrivingcars
[19] startup

Top Words
Top Words in Tweet in Entire Graph:
[4712] #ai
[2930] #rstats
[2857] #analytics
[2793] analytics_699
[2781] #bigdata
[2772] #machinelearning
[2749] #reactjs
[2384] #iot
[2338] #selfdrivingcars
[2296] #python

Top Words in Tweet in G1:
[3658] #ai
[2669] #rstats
[2589] #analytics
[2500] #reactjs
[2484] analytics_699
[2404] #machinelearning
[2370] #bigdata
[2096] #python
[1763] #iot
[1669] #iiot

Top Words in Tweet in G2:
[529] #selfdrivingcars
[291] jeroenbartelse
[245] #autonomousvehicles
[218] mvollmer1
[217] #ai
[188] driving
[165] #autonomous
[163] self
[162] future
[160] #selfdriving

Top Words in Tweet in G3:
[281] enricomolinari
[154] #selfdrivingcars
[142] mashable
[76] #ai
[52] #autonomousvehicles
[50] uniladtech
[47] mvollmer1
[44] #smartcities
[40] #selfdriving
[39] #driverless

Top Words in Tweet in G4:
[278] #selfdrivingcars
[162] guidaautonoma
[130] #ai
[84] #iot
[69] driving
[63] selfdriving360
[60] #5g
[57] #autonomousvehicles
[54] autonomous
[54] self

Top Words in Tweet in G5:
[455] #ai
[360] #selfdrivingcars
[311] #iot
[273] guidaautonoma
[234] #5g
[209] #autonomous
[196] #autonomousvehicles
[195] #bigdata
[190] #machinelearning
[171] #selfdriving

Top Words in Tweet in G6:
[82] #selfdrivingcars
[70] enricomolinari
[66] gt
[63] wef
[60] #ai
[46] tesla
[35] #5g
[34] #iot
[34] mikequindazzi
[27] car

Top Words in Tweet in G7:
[104] #selfdrivingcars
[58] ø
[40] driving
[36] self
[34] ù
[26] cars
[17] latest
[15] vehicle
[12] #sensors
[12] #autonomousvehicles

Top Words in Tweet in G8:
[45] #selfdrivingcars
[30] #ai
[29] segundoatdell
[19] mvollmer1
[17] frronconi
[16] mt
[14] #innovation
[14] #safety
[14] #technology
[14] #automotive

Top Words in Tweet in G9:
[50] #selfdrivingcars
[31] #ai
[19] guidaautonoma
[18] driving
[17] self
[17] #autonomousvehicles
[16] building
[14] toyota
[12] city
[11] car

Top Words in Tweet in G10:
[70] #forsale
[64] #evcharger
[61] premium
[57] #electricvehicles
[56] #domainname
[56] #electriccars
[45] domains_perfect
[30] sedo
[28] #bigdata
[26] #ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2536] #rstats,#reactjs
[1867] #python,#rstats
[1830] #analytics,#machinelearning
[1689] #machinelearning,#ai
[1615] #ai,#python
[1503] #reactjs,#iot
[1455] #iot,#iiot
[866] #iiot,#bigdata
[628] #ml,#nlp
[562] #cloudcomputing,#futureofwork

Top Word Pairs in Tweet in G1:
[2306] #rstats,#reactjs
[1704] #python,#rstats
[1676] #analytics,#machinelearning
[1553] #machinelearning,#ai
[1483] #ai,#python
[1366] #reactjs,#iot
[1315] #iot,#iiot
[780] #iiot,#bigdata
[578] #ml,#nlp
[493] #cloudcomputing,#futureofwork

Top Word Pairs in Tweet in G2:
[163] self,driving
[128] #selfdriving,#driverless
[108] read,add
[94] add,#selfdrivingcars
[87] #selfdrivingcars,news
[86] #driverlesscars,#autonomouscars
[86] #autonomouscars,#autonomousvehicles
[85] #rstats,#reactjs
[82] #cars,#automotive
[76] #autonomousvehicles,#selfdrivingcars

Top Word Pairs in Tweet in G3:
[102] mashable,enricomolinari
[38] enricomolinari,#selfdrivingcars
[38] #driverless,1981
[38] 1981,#delorean
[38] #delorean,drift
[38] drift,pro
[38] pro,mashable
[38] mashable,#selfdriving
[38] #selfdriving,#autonomousvehicles
[38] #autonomousvehicles,#selfdrivingcars

Top Word Pairs in Tweet in G4:
[69] #selfdrivingcars,#ai
[65] #ai,#iot
[54] #iot,#5g
[53] self,driving
[48] read,add
[36] add,#selfdrivingcars
[29] #selfdrivingcars,news
[26] #endtimes,carrie
[25] #selfdrivingcars,#endtimes
[24] carrie,geren

Top Word Pairs in Tweet in G5:
[239] #selfdrivingcars,#ai
[239] #ai,#iot
[221] #iot,#5g
[135] #5g,#autonomousvehicles
[112] #robotics,#driverless
[108] #autonomousvehicles,#selfdriving
[108] #driverless,#driverlesscars
[108] #driverlesscars,#startups
[101] #startups,#startup
[96] #autonomous,#robotics

Top Word Pairs in Tweet in G6:
[44] gt,gt
[23] wef,enricomolinari
[23] mikequindazzi,#ai
[21] ways,#artificialintelligence
[21] #artificialintelligence,approaching
[21] biggest,problems
[21] problems,wef
[21] wef,mikequindazzi
[21] #ai,#5g
[20] autopilot,sees

Top Word Pairs in Tweet in G7:
[34] self,driving
[23] ø,ø
[20] ø,ù
[19] ù,ø
[17] driving,cars
[9] #selfdrivingcars,#automotive
[8] #sensors,#selfdrivingcars
[8] #automotive,#electriccars
[6] human,drivers
[6] ù,ù

Top Word Pairs in Tweet in G8:
[14] mvollmer1,#innovation
[14] #innovation,#safety
[14] #safety,#technology
[14] #technology,#automotive
[14] #automotive,warn
[14] warn,before
[14] before,changing
[14] changing,lanes
[14] lanes,mt
[14] mt,frronconi

Top Word Pairs in Tweet in G9:
[17] self,driving
[10] #selfdrivingcars,#autonomousvehicles
[9] #selfdrivingcars,#ai
[9] eli_krumova,woven
[9] woven,city
[9] city,toyota
[9] toyota,building
[9] building,#smartcity
[9] #smartcity,japan
[9] japan,insiderasia

Top Word Pairs in Tweet in G10:
[56] #electricvehicles,#electriccars
[55] #electriccars,#evcharger
[51] #domainname,#forsale
[44] premium,#domainname
[29] #forsale,sedo
[18] domains_perfect,premium
[15] #evcharger,#driverlesscars
[14] #forsale,undeveloped
[14] #bigdata,#science
[14] #science,#startup

Top Replied-To
Top Replied-To in Entire Graph:
@mvollmer1
@youngclay
@elonmusk
@evaeofficial
@easy_mile
@lehigh_ece
@wef
@amoshochstein
@cnbc
@luminartech

Top Replied-To in G1:
@elonmusk
@jesss_codes
@srush_nlp
@gerald_bader

Top Replied-To in G2:
@nvidiadrive
@luminartech
@easy_mile
@mvollmer1
@selfdriving360

Top Replied-To in G3:
@mvollmer1

Top Replied-To in G4:
@youngclay
@lehigh_ece
@wef
@zoox
@davidrenantrade

Top Replied-To in G9:
@cnbc
@toyota

Top Replied-To in G10:
@evaeofficial
@ecocars1
@jblefevre60
@amoshochstein

Top Mentioned
Top Mentioned in Entire Graph:
@analytics_699
@guidaautonoma
@enricomolinari
@pinakilaskar
@jeroenbartelse
@fisheyebox
@mvollmer1
@mashable
@selfdriving360
@eli_krumova

Top Mentioned in G1:
@analytics_699
@pinakilaskar
@fisheyebox
@guidaautonoma
@eli_krumova
@grandparobot
@enricomolinari
@development_rt
@nancytr83158469
@frronconi

Top Mentioned in G2:
@jeroenbartelse
@mvollmer1
@selfdriving360
@analytics_699
@guidaautonoma
@enricomolinari
@shicooks
@spiros
@mashable
@wef

Top Mentioned in G3:
@enricomolinari
@mashable
@mvollmer1
@uniladtech
@wef
@analytics_699
@jamesbondst
@jeroenbartelse
@guidaautonoma
@fisheyebox

Top Mentioned in G4:
@guidaautonoma
@selfdriving360
@analytics_699
@enricomolinari
@mashable
@mvollmer1
@jeroenbartelse
@zyppys
@eli_krumova
@fisheyebox

Top Mentioned in G5:
@guidaautonoma
@analytics_699
@pinakilaskar
@fmfrancoise
@haroldsinnott
@fisheyeboxindia
@fisheyebox
@enricomolinari
@mvollmer1
@procurement2030

Top Mentioned in G6:
@wef
@enricomolinari
@mikequindazzi
@haroldsinnott
@jeroenbartelse
@jblefevre60
@ronald_vanloon
@tesla
@analytics_699
@guidaautonoma

Top Mentioned in G7:
@sshwartz
@skip7547
@trafficsafety4u
@retirefund
@futurecar_media

Top Mentioned in G8:
@segundoatdell
@mvollmer1
@frronconi
@marga
@3bodyproblem
@paula_piccard
@nicochan33
@shicooks
@ronald_vanloon
@pawlowskimario

Top Mentioned in G9:
@guidaautonoma
@eli_krumova
@toyota
@insiderasia
@driverlessnow
@pinakilaskar
@enricomolinari
@analytics_699
@dailystar
@trendingnews_7

Top Mentioned in G10:
@domains_perfect
@sedo
@undeveloped
@domainkingkunal
@epikdotcom
@analytics_699
@evaeofficial
@ozevgovuk
@evgroupsnexus
@highwaysengland

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@cowboyscifibot
@chidambara09
@cybersec_feeds
@raymond_norman
@femtech_
@independent
@andyvermaut
@iartg

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersec_feeds
@femtech_
@xaelbot
@codedailybot
@codegnuts
@cybersecurityn8
@thedeveloperbot
@santchiweb

Top Tweeters in G2:
@raymond_norman
@evankirstel
@lorimoreno
@businessinsider
@business
@reuters
@tess_blue815
@andrewmorrisuk
@ssxman2
@gezgintrk

Top Tweeters in G3:
@andyvermaut
@annemariayritys
@dataaugmented
@jeandoobs
@mashable
@vivmilano
@drumeshprabhu
@gvalan
@caring_mobile
@simonlporter

Top Tweeters in G4:
@thomasclone
@radiofreetom
@yahoofinance
@umesh97705207
@xhnews
@audio
@tachouhoner
@feezydoesit
@robotconsumer
@naashonomics

Top Tweeters in G5:
@paoloigna1
@independent
@bexxmodd
@rog_2
@jacopogiliberto
@ham_gretsky
@fmfrancoise
@the_plugseeker
@markderiz
@rogeliogalvn2

Top Tweeters in G6:
@aldoceccarelli
@northwind1ndn
@lkafle
@zdnet
@ganjasmokercb
@acertijo
@tntmtheshow
@wef
@techpearce2
@diversity54

Top Tweeters in G7:
@edwardkoshchene
@baaghitv
@gordyandpaula
@skip7547
@alexwitzleben
@steve_lockstep
@androidworldit
@nikiblack
@hotteststocknow
@bizjournals

Top Tweeters in G8:
@cnet
@mediapython
@adamsconsulting
@ccprakay
@drjdrooghaag
@keithkeller
@vivekvardhan05
@corix_jc
@flo_rox
@freedomfirecom

Top Tweeters in G9:
@dailystar
@fox10phoenix
@815wrldtrvlr
@cnbc
@drferdowsi
@honda
@engadget
@verge
@gdprai
@kslcom

Top Tweeters in G10:
@calcaware
@bobbyllew
@deeplearn007
@ecocars1
@highwaysengland
@transenv
@costingtheearth
@ozevgovuk
@amazonnews
@sedo