#selfdrivingcars, Twitter, 4/21/2021 10:30:06 PM, 253284


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#selfdrivingcars_2021-04-21_05-36-01.xlsx
#selfdrivingcars_2021-04-21_05-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2021
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3n7ASHI
@robotconsumer
@jeroenbartelse
@mvollmer1
@analytics_699
@guidaautonoma
@pinakilaskar
@enricomolinari
@haroldsinnott
@fisheyebox
@frronconi

Top hashtags:
#ai
#bigdata
#selfdrivingcars
#iot
#machinelearning
#rstats

Description:
Description
The graph represents a network of 1,881 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, 21 April 2021 at 12:45 UTC.

The requested start date was Wednesday, 21 April 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 14-day, 18-hour, 38-minute period from Tuesday, 06 April 2021 at 04:55 UTC to Tuesday, 20 April 2021 at 23:33 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 : 1881
Unique Edges : 2554
Edges With Duplicates : 15459
Total Edges : 18013
Number of Edge Types : 5
Retweet : 6461
MentionsInRetweet : 9470
Tweet : 776
Mentions : 1275
Replies to : 31
Self-Loops : 1045
Reciprocated Vertex Pair Ratio : 0.0283182431130803
Reciprocated Edge Ratio : 0.055076807793181
Connected Components : 129
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 1683
Maximum Edges in a Connected Component : 17760
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.337628
Graph Density : 0.00150949585440067
Modularity : 0.204124
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,881 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, 21 April 2021 at 12:45 UTC.

The requested start date was Wednesday, 21 April 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 14-day, 18-hour, 38-minute period from Tuesday, 06 April 2021 at 04:55 UTC to Tuesday, 20 April 2021 at 23:33 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:
[80] https://www.selfdrivingcars360.com/
[51] https://www.linkedin.com/posts/pinakilaskar_ai-algorithms-machinelearning-activity-6786158760776785920-Ek3g
[45] https://www.inceptivemind.com/cleveron-701-new-driverless-semi-autonomous-last-mile-delivery-vehicle/18608/
[36] https://www.linkedin.com/posts/pinakilaskar_ai-robotics-futureofwork-activity-6787572273109876736-JL5J
[36] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-algorithms-activity-6787229210768404480-GlWV
[31] https://www.youtube.com/watch?v=MoYZHJ81FbM&feature=youtu.be

[28] https://www.thedrive.com/news/39609/hondas-now-selling-the-worlds-first-production-car-with-level-3-self-driving-tech
[26] https://www.infoq.com/news/2021/01/cockroach-cloud-report/
[23] https://www.reuters.com/technology/run-out-milk-robots-call-singapore-home-deliveries-2021-04-12/
[23] https://roboticsandautomationnews.com/2021/04/12/improved-safety-of-self-driving-car/42215/

Top URLs in Tweet in G1:
[63] https://www.selfdrivingcars360.com/
[34] https://www.inceptivemind.com/cleveron-701-new-driverless-semi-autonomous-last-mile-delivery-vehicle/18608/
[19] https://www.reuters.com/technology/run-out-milk-robots-call-singapore-home-deliveries-2021-04-12/
[15] https://cities-today.com/helsinki-trials-autonomous-street-sweeper/
[14] https://www.reuters.com/article/us-autoshow-shanghai-baidu-idUSKBN2C60AN
[11] https://www.bloomberg.com/tosv2.html?vid=&uuid=ec8141b0-9bb2-11eb-bada-236569f3b789&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNC0xMi9nbS1iYWNrZWQtY3J1aXNlLXdpbGwtb2ZmZXItZHJpdmVsZXNzLXNlcnZpY2UtaW4tZHViYWktaW4tMjAyMw==
[9] https://fortune.com/2021/04/05/apple-ceo-tim-cook-augmented-reality-self-driving-cars-retirement-ar/
[7] https://www.youtube.com/watch?v=MoYZHJ81FbM&feature=youtu.be

[3] https://thenextweb.com/news/what-waymos-new-leadership-means-for-its-self-driving-cars-syndication?utm_content=buffer0badb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.selfdrivingcars360.com/video-2021-products/

Top URLs in Tweet in G2:
[23] https://roboticsandautomationnews.com/2021/04/12/improved-safety-of-self-driving-car/42215/
[23] https://www.youtube.com/watch?v=MoYZHJ81FbM&feature=youtu.be

[16] https://www.selfdrivingcars360.com/
[16] https://sedo.com/search/details/?partnerid=324561&language=us&domain=evcharger.es&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[13] https://sedo.com/search/details/?partnerid=324561&language=us&domain=driverlessrobotaxi.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[12] https://sedo.com/search/details/?partnerid=324561&language=us&domain=smartpowerwall.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[10] https://thenextweb.com/news/what-waymos-new-leadership-means-for-its-self-driving-cars-syndication?utm_content=buffer0badb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.barrons.com/amp/articles/waymo-chief-steps-down-is-the-tesla-self-driving-writing-on-the-wall-51617637313
[10] https://blog.snglr.group/smart-mobility-ai-why-technology-and-strategy-expertise-should-go-hand-in-hand/
[8] https://www.motortrend.com/news/tesla-full-self-driving-beta-testers-being-rejected-inattention/amp/

Top URLs in Tweet in G3:
[44] https://www.linkedin.com/posts/pinakilaskar_ai-algorithms-machinelearning-activity-6786158760776785920-Ek3g
[32] https://www.linkedin.com/posts/pinakilaskar_ai-robotics-futureofwork-activity-6787572273109876736-JL5J
[30] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-algorithms-activity-6787229210768404480-GlWV
[26] https://www.thedrive.com/news/39609/hondas-now-selling-the-worlds-first-production-car-with-level-3-self-driving-tech
[20] https://www.linkedin.com/posts/pinakilaskar_ai-algorithms-cybersecurity-activity-6790132408084697088-OaE1
[19] https://www.linkedin.com/posts/pinakilaskar_streamingdatabase-statistics-analytics-activity-6786875552046362624-uYjU
[19] https://www.infoq.com/news/2021/01/cockroach-cloud-report/
[17] https://www.fiverr.com/share/8y96mr
[17] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fautonomous-driving-dataset-visualization-with-python-and-vizviewer-24ce3d3d11a0
[15] https://www.linkedin.com/slink?code=gQqGwt3

Top URLs in Tweet in G4:
[3] https://www.inceptivemind.com/cleveron-701-new-driverless-semi-autonomous-last-mile-delivery-vehicle/18608/
[2] https://electrek.co/2021/04/12/tesla-ait-better-not-just-for-full-self-driving/
[2] https://www.analyticsinsight.net/protection-requisite-for-self-driving-cars-against-cyber-menace/
[2] https://www.linkedin.com/posts/pinakilaskar_ai-algorithms-machinelearning-activity-6786158760776785920-Ek3g
[2] https://www.infoq.com/news/2021/01/cockroach-cloud-report/
[1] https://www.reuters.com/article/us-autoshow-shanghai-baidu-idUSKBN2C60AN
[1] https://twitter.com/i/web/status/1382208999005724673
[1] https://twitter.com/i/web/status/1384234596133376001
[1] https://twitter.com/i/web/status/1384315881954496513
[1] https://twitter.com/i/web/status/1382370060480573441

Top URLs in Tweet in G5:
[3] https://bdtechtalks.com/2021/04/08/waymo-ceo-reshuffling-self-driving-car-industry/
[2] https://news.google.com/__i/rss/rd/articles/CBMiigFodHRwczovL2F1dG8uaGluZHVzdGFudGltZXMuY29tL2F1dG8vbmV3cy9jaGluZXNlLWRyb25lLW1ha2VyLWRqaS10by1zaGFyZS1zZWxmLWRyaXZpbmctY2FyLXRlY2gtYXQtc2hhbmdoYWktYXV0by1zaG93LTQxNjE4MzkzMDc3MDcwLmh0bWzSAY4BaHR0cHM6Ly9hdXRvLmhpbmR1c3RhbnRpbWVzLmNvbS9hdXRvL25ld3MvY2hpbmVzZS1kcm9uZS1tYWtlci1kamktdG8tc2hhcmUtc2VsZi1kcml2aW5nLWNhci10ZWNoLWF0LXNoYW5naGFpLWF1dG8tc2hvdy9hbXAtNDE2MTgzOTMwNzcwNzAuaHRtbA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[2] https://edition.cnn.com/2021/04/15/tech/walmart-cruise/index.html
[2] https://www.theguardian.com/technology/2021/apr/19/two-die-in-tesla-crash-no-one-in-drivers-seat-police?utm_source=dlvr.it&utm_medium=twitter
[2] https://arstechnica.com/cars/2021/04/who-will-win-the-self-driving-race-here-are-8-possibilities/
[1] https://www.artificialintelligencebits.com/a-new-way-for-autonomous-racing-cars-to-control-sideslip/
[1] https://scitechdaily.com/infrastructure-improvements-to-get-more-electric-cars-on-the-road/
[1] https://news.mit.edu/2021/lithium-metal-batteries-nickel-oxide-0325
[1] https://www.forbes.com/sites/jamesmorris/2021/04/03/kia-ev6-shows-south-korea-is-now-a-major-electric-vehicle-contender/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=b972c5e0-9a50-11eb-a4e3-f7657696e1bb&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNC0wNC90aGUtbmV4dC1lbGVjdHJpYy1jYXItYmF0dGVyeS1jaGFtcGlvbi1jb3VsZC1iZS1ldXJvcGVhbg==

Top URLs in Tweet in G6:
[2] https://thenextweb.com/news/what-waymos-new-leadership-means-for-its-self-driving-cars-syndication?utm_content=buffer0badb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.tesla.com/support/autopilot
[1] https://interestingengineering.com/artificially-intelligent-cars-preventing-death
[1] https://twitter.com/i/web/status/1381651744866848771
[1] https://twitter.com/i/web/status/1384461130630778887
[1] https://arstechnica.com/cars/2021/04/who-will-win-the-self-driving-race-here-are-8-possibilities/
[1] https://twitter.com/i/status/1320364675322810373
[1] https://twitter.com/i/web/status/1381671886103318529
[1] https://www.govtech.com/policy/Autonomous-Vehicle-Industry-Faces-Inconsistent-Guidelines.html
[1] https://arstechnica.com/cars/2021/04/why-its-so-hard-to-prove-that-self-driving-technology-is-safe/

Top URLs in Tweet in G7:
[12] https://medium.com/@NicoleHenley/eleven-signs-you-and-your-self-driving-car-are-drifting-apart-2b87a182e9d7
[6] https://www.wsj.com/articles/self-driving-cars-could-save-many-lives-but-mental-roadblocks-stand-in-the-way-11617732000
[5] https://insideevs.com/news/500100/elon-musk-tesla-fsd-v9.0/
[5] https://www.youtube.com/watch?v=c7ypG0BsVbI&feature=youtu.be

[4] https://thehill.com/homenews/state-watch/547698-dominos-launches-driverless-pizza-delivery-pilot-in-houston
[2] https://www.forbes.com/sites/lanceeliot/2021/04/10/barring-those-gearhead-enthusiasts-from-tinkering-with-self-driving-cars/?sh=4b0b98c4a491
[2] https://theconversation.com/self-driving-cars-will-need-people-too-39835
[1] https://arstechnica.com/cars/2021/04/walmart-invests-in-self-driving-startup-cruise/
[1] https://insideevs.com/news/499187/apple-tim-cook-on-musk-tesla-autonomous/
[1] https://twitter.com/i/web/status/1381656712453648386

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1382775456269803520
[1] https://www.amazon.co.uk/Central-Locking-D-T-Wilby-ebook/dp/B00NYDT7G8/ref=mp_s_a_1_3?dchild=1&keywords=d.t.+wilby&qid=1609549280&sprefix=d.t.&sr=8-3

Top URLs in Tweet in G9:
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=caranytime.com&origin=sales_lander_1&utm_medium=Parking&utm_campaign=offerpage
[1] https://twitter.com/i/web/status/1384304117804273675
[1] https://twitter.com/i/web/status/1381828679521685506

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1382046235826266120

Top Domains
Top Domains in Tweet in Entire Graph:
[353] twitter.com
[255] linkedin.com
[116] selfdrivingcars360.com
[102] medium.com
[87] forbes.com
[54] youtube.com
[50] reuters.com
[47] sedo.com
[45] inceptivemind.com
[43] aci.it

Top Domains in Tweet in G1:
[99] selfdrivingcars360.com
[77] twitter.com
[34] inceptivemind.com
[33] reuters.com
[15] cities-today.com
[11] bloomberg.com
[9] fortune.com
[7] youtube.com
[4] linkedin.com
[3] thenextweb.com

Top Domains in Tweet in G2:
[107] twitter.com
[67] forbes.com
[43] sedo.com
[39] medium.com
[36] aci.it
[33] youtube.com
[31] theverge.com
[26] hdmotori.it
[26] roboticsandautomationnews.com
[23] linkedin.com

Top Domains in Tweet in G3:
[218] linkedin.com
[73] twitter.com
[38] medium.com
[26] thedrive.com
[20] infoq.com
[17] fiverr.com
[16] globalbigdataconference.com
[12] blogspot.com
[9] github.io
[7] aci.it

Top Domains in Tweet in G4:
[11] twitter.com
[3] analyticsinsight.net
[3] inceptivemind.com
[2] reuters.com
[2] electrek.co
[2] aitrends.com
[2] linkedin.com
[2] infoq.com
[1] businessinsider.com
[1] autome.me

Top Domains in Tweet in G5:
[45] twitter.com
[4] forbes.com
[3] bdtechtalks.com
[3] pbynd.co
[3] pioneeringminds.com
[3] arstechnica.com
[2] bloomberg.com
[2] okt.to
[2] linkedin.com
[2] google.com

Top Domains in Tweet in G6:
[4] twitter.com
[2] thenextweb.com
[2] arstechnica.com
[2] tesla.com
[1] interestingengineering.com
[1] govtech.com
[1] ttnews.com
[1] linkedin.com

Top Domains in Tweet in G7:
[12] medium.com
[7] twitter.com
[6] wsj.com
[6] insideevs.com
[5] youtube.com
[4] thehill.com
[3] forbes.com
[2] theconversation.com
[1] arstechnica.com
[1] jalopnik.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G9:
[2] twitter.com
[2] sedo.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4562] ai
[3010] bigdata
[2637] selfdrivingcars
[2517] iot
[2374] machinelearning
[2177] rstats
[2045] analytics
[1878] reactjs
[1779] iiot
[1598] datascience



Top Hashtags in Tweet in G1:
[377] selfdrivingcars
[341] autonomousvehicles
[199] driverless
[147] ai
[124] selfdriving
[119] automotive
[112] driverlesscars
[110] autonomouscars
[104] cars
[83] robot

Top Hashtags in Tweet in G2:
[1006] selfdrivingcars
[1003] ai
[634] iot
[452] autonomousvehicles
[450] 5g
[336] bigdata
[334] autonomous
[327] machinelearning
[276] selfdriving
[243] driverless

Top Hashtags in Tweet in G3:
[3221] ai
[2587] bigdata
[1993] rstats
[1970] machinelearning
[1863] analytics
[1769] iot
[1725] reactjs
[1607] iiot
[1428] datascience
[1391] cloudcomputing

Top Hashtags in Tweet in G4:
[110] selfdrivingcars
[75] ai
[56] smartcities
[51] iot
[51] bigdata
[45] insurtech
[42] autonomousvehicles
[36] fintech
[36] iiot
[34] ev

Top Hashtags in Tweet in G5:
[93] selfdrivingcars
[10] autonomousvehicles
[9] automotive
[9] ai
[8] electriccars
[8] selfdriving
[8] autonomousvehicle
[7] tesla
[4] ev
[4] driverlesscars

Top Hashtags in Tweet in G6:
[45] ai
[38] selfdrivingcars
[26] artificialintelligence
[21] iot
[18] smartcity
[18] internetofthings
[17] robotics
[16] mi
[8] ev
[8] autonomous

Top Hashtags in Tweet in G7:
[45] selfdrivingcars
[15] humor
[15] listicles
[14] technology
[13] jokes
[8] autonomousvehicles
[3] robot
[3] machine
[3] delivery
[2] ugadi2021

Top Hashtags in Tweet in G8:
[18] review
[18] ai
[18] cyberpunk
[2] scifibooks
[1] centrallocking
[1] kindle
[1] free
[1] kindleunlimited
[1] whattoread
[1] scifi

Top Hashtags in Tweet in G9:
[2] autonomousvehicles
[2] domainnameforsale
[2] domains
[2] automobile
[2] caranytime
[2] carsforsale
[2] carsales
[2] cars
[1] laser
[1] camera

Top Hashtags in Tweet in G10:
[2] dscv

Top Words
Top Words in Tweet in Entire Graph:
[4561] #ai
[3009] #bigdata
[2638] #selfdrivingcars
[2517] #iot
[2374] #machinelearning
[2177] #rstats
[2045] #analytics
[1878] #reactjs
[1779] #iiot
[1754] analytics_699

Top Words in Tweet in G1:
[377] #selfdrivingcars
[341] #autonomousvehicles
[332] jeroenbartelse
[253] mvollmer1
[242] autonomous
[199] #driverless
[153] nuro
[147] #ai
[138] #selfdriving
[119] #automotive

Top Words in Tweet in G2:
[1007] #selfdrivingcars
[1003] #ai
[634] #iot
[535] guidaautonoma
[452] #autonomousvehicles
[450] #5g
[338] #autonomous
[336] #bigdata
[327] #machinelearning
[281] #selfdriving

Top Words in Tweet in G3:
[3221] #ai
[2586] #bigdata
[1993] #rstats
[1970] #machinelearning
[1863] #analytics
[1769] #iot
[1725] #reactjs
[1607] #iiot
[1565] analytics_699
[1428] #datascience

Top Words in Tweet in G4:
[276] enricomolinari
[122] mashable
[110] #selfdrivingcars
[75] #ai
[56] #smartcities
[51] #iot
[51] #bigdata
[45] #insurtech
[42] #autonomousvehicles
[38] riding

Top Words in Tweet in G5:
[93] #selfdrivingcars
[25] driving
[22] self
[16] cars
[16] car
[13] autonomous
[11] tesla
[11] safety
[10] #autonomousvehicles
[10] one

Top Words in Tweet in G6:
[45] #ai
[43] ronald_vanloon
[38] #selfdrivingcars
[26] #artificialintelligence
[22] testing
[21] building
[21] #iot
[21] south
[21] korea
[21] created

Top Words in Tweet in G7:
[45] #selfdrivingcars
[31] driving
[30] self
[16] car
[15] 12
[15] signs
[15] drifting
[15] apart
[15] pensignal
[15] #humor

Top Words in Tweet in G8:
[18] #review
[18] central
[18] locking
[18] still
[18] listed
[18] '
[18] auto'
[18] goodreads
[18] davidtwilby
[18] #ai

Top Words in Tweet in G9:
[2] mvollmer1
[2] #autonomousvehicles
[2] proud
[2] offer
[2] geico
[2] allstate
[2] insurewithaaa
[2] travelers
[2] aiginsurance
[2] tesla

Top Words in Tweet in G10:
[3] dianaepatterson
[3] slarratt1
[3] startuprealtime
[3] davidoro
[3] sunsuneti1
[3] sharescope
[3] acalbfi
[3] forbestech
[3] innovationincu
[2] conkers3

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1608] #rstats,#reactjs
[1100] #cloudcomputing,#futureofwork
[1084] #iot,#iiot
[989] #reactjs,#iot
[840] #python,#rstats
[838] #analytics,#bigdata
[798] #bigdata,#ai
[757] #ai,#python
[702] #ai,#rstats
[701] #ml,#nlp

Top Word Pairs in Tweet in G1:
[117] #selfdriving,#driverless
[109] #driverlesscars,#autonomouscars
[107] #autonomouscars,#autonomousvehicles
[101] #cars,#automotive
[99] read,add
[96] self,driving
[96] #driverless,#autonomousvehicles
[88] #autonomousvehicles,#selfdrivingcars
[85] #autonomousvehicles,#selfdriving
[79] add,#selfdrivingcars

Top Word Pairs in Tweet in G2:
[434] #ai,#iot
[427] #selfdrivingcars,#ai
[407] #iot,#5g
[223] #5g,#autonomousvehicles
[197] self,driving
[157] #autonomousvehicles,#selfdriving
[146] #driverlesscars,#startups
[146] #robotics,#driverless
[146] #driverless,#driverlesscars
[142] #startups,#startup

Top Word Pairs in Tweet in G3:
[1479] #rstats,#reactjs
[997] #cloudcomputing,#futureofwork
[987] #iot,#iiot
[902] #reactjs,#iot
[770] #python,#rstats
[762] #analytics,#bigdata
[731] #bigdata,#ai
[695] #ai,#python
[642] #ml,#nlp
[641] #analytics,#machinelearning

Top Word Pairs in Tweet in G4:
[73] mashable,enricomolinari
[33] enricomolinari,#selfdrivingcars
[27] enricomolinari,#traveltech
[25] mashable,enricomoli
[24] #fintech,#finserv
[23] #insurtech,#proptech
[23] #selfdrivingcars,#autonomousvehicles
[23] riding,convenience
[23] convenience,store
[23] store,montana

Top Word Pairs in Tweet in G5:
[18] self,driving
[8] #selfdrivingcars,#automotive
[8] #automotive,#electriccars
[7] driving,car
[5] #ai,#selfdrivingcars
[5] think,driverless
[5] driverless,cars
[5] cars,faraway
[5] faraway,future
[5] future,safety

Top Word Pairs in Tweet in G6:
[21] south,korea
[21] korea,created
[21] created,entire
[21] entire,town
[21] town,testing
[21] testing,#selfdrivingcars
[19] ronald_vanloon,south
[18] #ai,#iot
[17] building,futuristic
[17] futuristic,#smartcity

Top Word Pairs in Tweet in G7:
[30] self,driving
[15] 12,signs
[15] signs,self
[15] driving,car
[15] car,drifting
[15] drifting,apart
[15] apart,pensignal
[15] pensignal,#humor
[15] #humor,#selfdrivingcars
[15] #selfdrivingcars,#listicles

Top Word Pairs in Tweet in G8:
[18] #review,central
[18] central,locking
[18] locking,still
[18] still,listed
[18] listed,'
[18] ',auto'
[18] auto',goodreads
[18] goodreads,davidtwilby
[18] davidtwilby,#ai
[18] #ai,#cyberpunk

Top Word Pairs in Tweet in G9:
[2] proud,offer
[2] offer,geico
[2] geico,allstate
[2] allstate,insurewithaaa
[2] insurewithaaa,travelers
[2] travelers,aiginsurance
[2] aiginsurance,tesla
[2] tesla,prudential
[2] prudential,statefarm
[2] premium,#domainnameforsale

Top Word Pairs in Tweet in G10:
[3] dianaepatterson,slarratt1
[3] slarratt1,startuprealtime
[3] startuprealtime,davidoro
[3] davidoro,sunsuneti1
[3] sunsuneti1,sharescope
[3] sharescope,acalbfi
[3] acalbfi,forbestech
[3] forbestech,innovationincu
[2] conkers3,dianaepatterson
[2] innovationincu,#dscv

Top Replied-To
Top Replied-To in Entire Graph:
@nvidia
@tesla
@mashable
@zoox
@zoomcarindia
@cruise
@ford
@syncev_uk
@evchaja
@reflexorkney

Top Replied-To in G1:
@zoox
@navya_group
@cognitivepilot

Top Replied-To in G2:
@nvidia
@zoomcarindia
@cruise
@ford
@tesla
@syncev_uk
@pepbogota
@jeroenbartelse
@reflexorkney
@evchaja

Top Replied-To in G3:
@toyota
@zoox

Top Replied-To in G4:
@mashable

Top Replied-To in G6:
@tesla
@haroldsinnott

Top Replied-To in G7:
@ucla

Top Replied-To in G10:
@dianaepatterson

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

Top Mentioned in G1:
@jeroenbartelse
@mvollmer1
@digitaltrends
@selfdriving360
@seeker
@frronconi
@businessinsider
@nurobots
@pdchina
@enricomolinari

Top Mentioned in G2:
@guidaautonoma
@mvollmer1
@analytics_699
@pinakilaskar
@selfdriving360
@jeroenbartelse
@eli_krumova
@enricomolinari
@procurementstar
@fabriziobustama

Top Mentioned in G3:
@analytics_699
@pinakilaskar
@fisheyebox
@haroldsinnott
@eli_krumova
@guidaautonoma
@pawlowskimario
@margaretsiegien
@nicochan33
@xhnews

Top Mentioned in G4:
@enricomolinari
@mashable
@cheddar
@enricomoli
@analytics_699
@zeljkapotoku
@chidambara09
@kimadele10
@yvesmulkers
@k_feldborg

Top Mentioned in G5:
@chuckbaggett
@retirefund
@fabulospcp

Top Mentioned in G6:
@ronald_vanloon
@buzzfeednews
@wef
@reuters
@intengineering
@binarybits
@ctr4autosafety
@mvollmer1
@paula_piccard
@spirosmargaris

Top Mentioned in G7:
@pensignal
@driverlessnow
@dominos
@insideevs
@wsj
@thehill
@ece_ucla
@ucla
@autofocusworld
@arpingajjar

Top Mentioned in G8:
@davidtwilby
@tanweer_dar

Top Mentioned in G9:
@mvollmer1
@geico
@allstate
@insurewithaaa
@travelers
@aiginsurance
@tesla
@prudential
@statefarm
@seeker

Top Mentioned in G10:
@slarratt1
@startuprealtime
@davidoro
@sunsuneti1
@sharescope
@acalbfi
@forbestech
@innovationincu
@conkers3
@dianaepatterson

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@sectest9
@paoloigna1
@cybersec_feeds
@chidambara09
@loupo85
@femtech_
@evankirstel
@xaelbot
@startuprealtime

Top Tweeters in G1:
@occuworld
@loupo85
@sudeepkhatri
@businessinsider
@reuters
@business
@tess_blue815
@9b3or2qditmbdcd
@bot_innovation
@trippbraden

Top Tweeters in G2:
@paoloigna1
@bexxmodd
@financialbuzz
@ssxman2
@calcaware
@lelkan
@amazingchevvolt
@trendsinai
@ml_tweet_bot
@gezgintrk

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@codernotesbot
@cybersecurityn8
@thedeveloperbot
@andrewmorrisuk
@friday_js_bot

Top Tweeters in G4:
@aldoceccarelli
@lorimoreno
@fintechna
@evanderburg
@dataaugmented
@mashable
@vivmilano
@benishii_
@caring_mobile
@sim010101

Top Tweeters in G5:
@chuckbaggett
@douglasgardham
@etauto
@pakobserver
@haymansafc
@mypalsammy
@wordsbyfrank
@fa
@retirefund
@mdmgeek

Top Tweeters in G6:
@evankirstel
@konstantinabel3
@timothy_hughes
@7wdata
@buzzfeednews
@sreyyazdemir
@_katiesaurus_
@datasciencebot_
@mary_b_68
@abidmarzouq

Top Tweeters in G7:
@thehill
@guardian
@walmart
@dominos
@peterptur9421
@wsj
@martingaedt
@voteblue4us
@lisalamb8493707
@jalopnik

Top Tweeters in G8:
@lawrence_wray
@halo_scot
@blink_drive
@juliekusma
@claudia_oltean
@vclinebarton
@spofarrell3
@indie_retweets
@joanne_paulson
@dbcarterauthor

Top Tweeters in G9:
@statefarm
@allstate
@geico
@domainbot1
@wearefarmers
@travelers
@insurewithaaa
@aiginsurance
@prudential
@exchange5g

Top Tweeters in G10:
@startuprealtime
@forbestech
@gallon73
@conkers3
@dianaepatterson
@slarratt1
@davidoro
@sunsuneti1
@acalbfi
@innovationincu


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