#selfdrivingcars, Twitter, 4/1/2020 4:35:27 PM, 224183


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#selfdrivingcars_2020-04-01_05-37-35.xlsx
#selfdrivingcars_2020-04-01_05-37-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 01, 2020
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/2JImbIx
@mikequindazzi
@robotconsumer
@jeroenbartelse
@enricomolinari
@guidaautonoma
@selfdriving360
@mvollmer1
@nvidia
@ipfconline1
@haroldsinnott

Top hashtags:
#selfdrivingcars
#ai
#iot
#5g
#autonomousvehicles
#selfdriving

Description:
Description
The graph represents a network of 1,990 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, 01 April 2020 at 12:38 UTC.

The requested start date was Wednesday, 01 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 13-day, 13-hour, 3-minute period from Wednesday, 18 March 2020 at 06:41 UTC to Tuesday, 31 March 2020 at 19:45 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 : 1990
Unique Edges : 5345
Edges With Duplicates : 4819
Total Edges : 10164
Number of Edge Types : 4
MentionsInRetweet : 8486
Mentions : 939
Replies to : 17
Tweet : 722
Self-Loops : 722
Reciprocated Vertex Pair Ratio : 0.0137987012987013
Reciprocated Edge Ratio : 0.0272217774219375
Connected Components : 143
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 1758
Maximum Edges in a Connected Component : 9896
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.134764
Graph Density : 0.00157777323015277
Modularity : 0.338662
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,990 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, 01 April 2020 at 12:38 UTC.

The requested start date was Wednesday, 01 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 13-day, 13-hour, 3-minute period from Wednesday, 18 March 2020 at 06:41 UTC to Tuesday, 31 March 2020 at 19:45 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:
[135] https://www.selfdrivingcars360.com/
[48] https://youtu.be/tq84O4-BPIs
[29] https://www.youtube.com/watch?v=eTYcMB6Yhe8&feature=youtu.be

[28] https://www.everestgrp.com/2019-12-evolution-of-communication-network-standards-and-their-implications-market-insights-52167.html/
[27] https://venturebeat.com/2020/02/03/new-data-set-helps-train-cars-to-drive-autonomously-in-winter-weather/
[26] https://www.iotforall.com/?p=61780
[23] https://www.forbes.com/sites/lanceeliot/2020/03/16/human-behavior-and-group-dynamics-can-be-reshaped-by-ai-use-including-via-ai-self-driving-cars/
[20] https://www.aitrends.com/ai-insider/complexities-of-driving-controls-and-ai-autonomous-cars/
[17] https://www.forbes.com/sites/rahulrazdan/2020/03/21/will-truck-convoying-be-the-first-viable-commercial-application-for-av-technology-/
[16] https://medium.com/starsky-robotics-blog/the-end-of-starsky-robotics-acb8a6a8a5f5

Top URLs in Tweet in G1:
[35] https://www.selfdrivingcars360.com/
[17] https://youtu.be/tq84O4-BPIs
[9] https://www.forbes.com/sites/lanceeliot/2020/01/04/overcoming-racial-bias-in-ai-systems-and-startlingly-even-in-ai-self-driving-cars/#3dfac777723b
[7] https://venturebeat.com/2020/02/03/new-data-set-helps-train-cars-to-drive-autonomously-in-winter-weather/
[7] https://www.theverge.com/2018/5/9/17307156/google-waymo-driverless-cars-deep-learning-neural-net-interview?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[6] https://www.kcore-analytics.com/search/?keyword=%23driverless
[6] https://www.aitrends.com/ai-insider/complexities-of-driving-controls-and-ai-autonomous-cars/
[6] https://www.kcore-analytics.com/search/?keyword=%23driverlesscars
[5] https://www.tahawultech.com/insight/aws-connected-cars-cloud-cybersecurity/amp/
[5] https://velodynelidar.com/blog/deepen-annotation-process-autonomous-development/

Top URLs in Tweet in G2:
[25] https://youtu.be/tq84O4-BPIs
[19] https://venturebeat.com/2020/02/03/new-data-set-helps-train-cars-to-drive-autonomously-in-winter-weather/
[18] https://www.everestgrp.com/2019-12-evolution-of-communication-network-standards-and-their-implications-market-insights-52167.html/
[11] https://www.aitrends.com/ai-insider/complexities-of-driving-controls-and-ai-autonomous-cars/
[8] http://news.mit.edu/2019/predicting-driving-personalities-1118#.XjAnZIjqmD8.twitter
[6] https://youtu.be/hHuDLvP_4ig
[6] https://www.aitrends.com/ai-insider/ethics-in-ai-awareness-and-ai-autonomous-cars/
[6] https://www.selfdrivingcars360.com/
[5] https://www.youtube.com/watch?v=g0tUZFbCoCI&feature=youtu.be

[5] https://www.theverge.com/2018/5/9/17307156/google-waymo-driverless-cars-deep-learning-neural-net-interview?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G3:
[19] https://www.iotforall.com/?p=61780
[12] https://www.cnet.com/roadshow/news/self-driving-study-navigant-research-tesla-waymo-cruise/
[10] https://www.forbes.com/sites/rahulrazdan/2020/03/21/will-truck-convoying-be-the-first-viable-commercial-application-for-av-technology-/
[8] https://thenextweb.com/shift/2020/03/18/e-scooters-self-driving-cars-transport-autonomous-drones-uk-regulations-trials/
[8] https://www.selfdrivingcars360.com/
[6] https://mashable.com/video/audi-con
[6] https://www.everestgrp.com/2019-12-evolution-of-communication-network-standards-and-their-implications-market-insights-52167.html/
[5] https://www.wired.com/story/news-rules-clear-way-self-driving-cars/
[5] https://trib.al/Fze2IVw?cmpid%3D=socialflow-twitter-tictoc&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=tictoc&utm_medium=social
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223198

Top URLs in Tweet in G4:
[80] https://www.selfdrivingcars360.com/
[9] https://cointelegraph.com/news/talking-digital-future-artificial-intelligence/amp
[6] https://syncedreview.com/2020/03/21/chinas-autonomous-delivery-vehicles-navigate-the-coronavirus-outbreak/amp/
[6] https://www.abacusnews.com/tech/baidu-tapped-build-autonomous-driving-test-facility-chongqing/article/3076186&related=&via=AbacusNews
[5] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223198
[5] https://www.wevolver.com/article/2020.autonomous.vehicle.technology.report
[4] https://www.tahawultech.com/insight/aws-connected-cars-cloud-cybersecurity/amp/
[4] https://www.clubalfa.it/147986-nhtsa-modifiche-consentire-sviluppo-veicoli-senza-controlli-manuali/amp
[4] https://auto.everyeye.it/notizie/agenzia-americana-autopilot-tesla-crea-rischio-distrazioni-434827.html
[4] https://www.cnet.com/roadshow/news/waymo-self-driving-car-data-game-prize/#ftag=COS-05-10aaa0j

Top URLs in Tweet in G5:
[4] https://www.selfdrivingcars360.com/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223198
[2] https://fleetnews.co.uk/smart-transport/news/ups-starts-testing-autonomous-vehicles-at-london-hub
[1] https://twitter.com/i/web/status/1240627834944737281
[1] https://twitter.com/i/web/status/1240688988039479296
[1] https://twitter.com/i/web/status/1242816758567886848
[1] https://twitter.com/i/web/status/1240656663360790528
[1] https://twitter.com/i/web/status/1241243140008239104
[1] https://twitter.com/i/web/status/1240553575903830017
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223710

Top URLs in Tweet in G6:
[5] https://www.aithority.com/ait-featured-posts/5-innovative-applications-of-automated-machine-learning/
[2] https://www.juniperresearch.com/press/press-releases/in-vehicle-commerce-opportunities-exceed-775mn
[2] https://www.supplychaintoday.com/enabling-the-autonomous-supply-chain-with-iot-ai-and-blockchain/
[2] https://www.youtube.com/watch?v=6pv8o4Fie5A

[2] https://dallasinnovates.com/arlington-gets-1-7m-to-integrate-autonomous-vehicles-into-via-rideshare-program/
[2] https://paper.li/swarmcreativity?edition_id=04688090-6c5c-11ea-8843-0cc47a0d15fd
[2] https://link.medium.com/4Y0Pz8ffZ4
[1] https://twitter.com/i/web/status/1243294168937639936
[1] https://twitter.com/i/web/status/1240665375068618759
[1] https://twitter.com/i/web/status/1241840435116589058

Top URLs in Tweet in G7:
[3] https://youtu.be/tq84O4-BPIs
[2] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223710
[1] https://twitter.com/i/web/status/1240374713202900995
[1] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223198
[1] https://www.kcore-analytics.com/search/?keyword=%23driverless
[1] https://www.kcore-analytics.com/search/?keyword=%23driverlesscars
[1] https://twitter.com/i/web/status/1240971446492504065
[1] https://twitter.com/i/web/status/1240380028149469186
[1] https://twitter.com/HaroldSinnott/status/1244977788727296000
[1] https://twitter.com/realRohitYadav/status/1242746657948622848?s=20

Top URLs in Tweet in G8:
[4] https://sites.ziftsolutions.com/siemens.ziftsolutions.com/ff8081815ca9992a015cc0e672466cab?cid=8a9983f8709c013601709c6d3d3b043f&url=https%3A%2F%2Fblogs.sw.siemens.com%2Fthought-leadership%2Fadvanced-simulation-for-autonomous-vehicles%2F
[3] http://www.futurecar.com/
[2] https://www.consumerreports.org/autonomous-driving/us-regulators-propose-first-ever-self-driving-car-rules/
[1] https://www.cdrinfo.com/d7/content/self-driving-vehicle-companies-suspend-testing
[1] https://twitter.com/i/web/status/1240195163697213441
[1] https://twitter.com/i/web/status/1240230677028749312
[1] https://twitter.com/i/web/status/1240284118799302656
[1] https://techhq.com/2020/03/autonomous-deliveries-flex-tech-muscles-amid-outbreak/
[1] https://trib.al/Fze2IVw?cmpid%3D=socialflow-twitter-tictoc&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=tictoc&utm_medium=social
[1] https://twitter.com/i/web/status/1240313296659656704

Top URLs in Tweet in G9:
[6] https://innovate.ieee.org/car-autonomy-trust#utm_source=Twitter&utm_medium=social&utm_campaign=Innovation&utm_content=self
[6] driving
[6] cars?LT=CMH_WB_2020_LM_XIS_Paid_Social
[2] https://www.selfdrivingcars360.com/
[2] https://venturebeat.com/2020/03/19/ford-releases-a-data-set-to-foster-autonomous-car-development/
[1] https://www.forbes.com/sites/lanceeliot/2020/03/16/human-behavior-and-group-dynamics-can-be-reshaped-by-ai-use-including-via-ai-self-driving-cars/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221970
[1] https://www.gazzetta.it/motori/la-mia-auto/17-03-2020/coronavirus-problemi-anche-uber-lyft-waymo-3601790530399.shtml
[1] https://syncedreview.com/2020/03/21/chinas-autonomous-delivery-vehicles-navigate-the-coronavirus-outbreak/amp/
[1] https://www.stradeeautostrade.it/incontri-e-interviste/tom-alkim-luomo-che-lavora-per-la-guida-autonoma-in-europa/

Top URLs in Tweet in G10:
[28] https://www.youtube.com/watch?v=eTYcMB6Yhe8&feature=youtu.be

[1] https://twitter.com/i/web/status/1242840240747876354
[1] https://twitter.com/i/web/status/1242910182394363904
[1] https://twitter.com/i/web/status/1242943188182032384

Top Domains
Top Domains in Tweet in Entire Graph:
[744] twitter.com
[152] selfdrivingcars360.com
[93] forbes.com
[56] youtu.be
[53] nodexlgraphgallery.org
[46] youtube.com
[39] venturebeat.com
[36] medium.com
[36] aitrends.com
[35] hdmotori.it

Top Domains in Tweet in G1:
[180] twitter.com
[35] selfdrivingcars360.com
[25] iammarketingmedia.com
[20] forbes.com
[18] youtu.be
[15] nodexlgraphgallery.org
[13] hdmotori.it
[12] kcore-analytics.com
[11] theverge.com
[9] venturebeat.com

Top Domains in Tweet in G2:
[33] twitter.com
[31] youtu.be
[20] venturebeat.com
[18] everestgrp.com
[17] aitrends.com
[8] mit.edu
[7] nodexlgraphgallery.org
[7] theverge.com
[6] youtube.com
[6] selfdrivingcars360.com

Top Domains in Tweet in G3:
[32] twitter.com
[19] iotforall.com
[16] forbes.com
[14] cnet.com
[10] thenextweb.com
[10] wired.com
[9] nodexlgraphgallery.org
[9] datahacker.rs
[8] selfdrivingcars360.com
[6] mashable.com

Top Domains in Tweet in G4:
[305] twitter.com
[97] selfdrivingcars360.com
[26] forbes.com
[22] hdmotori.it
[13] aci.it
[9] everyeye.it
[9] cointelegraph.com
[8] nodexlgraphgallery.org
[8] ride.tech
[8] cnet.com

Top Domains in Tweet in G5:
[17] twitter.com
[5] nodexlgraphgallery.org
[4] selfdrivingcars360.com
[2] co.uk
[1] youtu.be
[1] wired.com
[1] trib.al
[1] thenextweb.com

Top Domains in Tweet in G6:
[36] twitter.com
[5] aithority.com
[4] supplychaintoday.com
[2] juniperresearch.com
[2] youtube.com
[2] thenextweb.com
[2] dallasinnovates.com
[2] paper.li
[2] medium.com
[1] techhq.com

Top Domains in Tweet in G7:
[7] twitter.com
[3] nodexlgraphgallery.org
[3] youtu.be
[2] kcore-analytics.com
[1] datahacker.rs

Top Domains in Tweet in G8:
[57] twitter.com
[4] medium.com
[4] futurecar.com
[4] ziftsolutions.com
[3] paper.li
[2] consumerreports.org
[2] forbes.com
[2] taasmaster.com
[2] linkedin.com
[2] aitrends.com

Top Domains in Tweet in G9:
[6] ieee.org
[4] twitter.com
[2] selfdrivingcars360.com
[2] venturebeat.com
[1] forbes.com
[1] nodexlgraphgallery.org
[1] gazzetta.it
[1] syncedreview.com
[1] stradeeautostrade.it
[1] everestgrp.com

Top Domains in Tweet in G10:
[28] youtube.com
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2238] selfdrivingcars
[1780] ai
[1329] iot
[909] 5g
[852] autonomousvehicles
[477] selfdriving
[450] ar
[423] driverless
[416] artificialintelligence
[404] machinelearning



Top Hashtags in Tweet in G1:
[658] iot
[619] selfdrivingcars
[554] ai
[486] 5g
[352] ar
[320] emergingtech
[201] autonomousvehicles
[187] machinelearning
[147] driverless
[137] deeplearning

Top Hashtags in Tweet in G2:
[355] selfdrivingcars
[336] ai
[138] autonomousvehicles
[127] iot
[92] 5g
[91] artificialintelligence
[83] selfdriving
[74] machinelearning
[71] autonomous
[68] robotics

Top Hashtags in Tweet in G3:
[271] selfdrivingcars
[155] ai
[109] iot
[77] driverlesscars
[70] selfdriving
[63] autonomousvehicles
[58] ar
[48] mobility
[45] sensors
[41] 5g

Top Hashtags in Tweet in G4:
[543] selfdrivingcars
[256] ai
[225] autonomousvehicles
[217] selfdriving
[195] iot
[174] driverlesscars
[169] driverless
[167] 5g
[133] autonomous
[111] cars

Top Hashtags in Tweet in G5:
[126] ai
[107] iot
[74] drone
[72] jet
[72] hoverboard
[49] selfdrivingcars
[35] autonomousvehicles
[23] selfdriverless
[21] sensors
[17] robotic

Top Hashtags in Tweet in G6:
[123] ai
[118] selfdrivingcars
[101] deeplearning
[91] lidar
[69] machinelearning
[68] iot
[33] bigdata
[31] robotics
[31] datascience
[30] autonomousvehicle

Top Hashtags in Tweet in G7:
[144] ai
[115] artificialintelligence
[101] 5g
[41] selfdrivingcars
[33] iot
[26] autonomousvehicles
[14] machinelearning
[13] deeplearning
[12] lidar
[11] robotics

Top Hashtags in Tweet in G8:
[77] selfdrivingcars
[21] ai
[18] autonomousvehicles
[7] machinelearning
[5] deeplearning
[5] lidar
[5] driverlesscars
[5] blockchain
[4] coronavirus
[4] autonomous

Top Hashtags in Tweet in G9:
[75] autonomousvehicles
[63] transportation
[25] deeplearning
[25] selfdrivingcars
[19] ai
[16] iot
[8] machinelearning
[6] lidar
[5] selfdriving
[5] autonomousvehicle

Top Words
Top Words in Tweet in Entire Graph:
[2122] Words in Sentiment List#1: Positive
[1127] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[84153] Non-categorized Words
[87402] Total Words
[2747] gt
[2238] #selfdrivingcars
[1780] #ai
[1657] mikequindazzi
[1329] #iot

Top Words in Tweet in G1:
[1271] gt
[880] mikequindazzi
[658] #iot
[619] #selfdrivingcars
[554] #ai
[486] #5g
[352] #ar
[348] drivers
[332] help
[332] nissan

Top Words in Tweet in G2:
[355] #selfdrivingcars
[336] #ai
[290] gt
[146] mikequindazzi
[138] #autonomousvehicles
[128] enricomolinari
[127] #iot
[122] driving
[108] ipfconline1
[99] human

Top Words in Tweet in G3:
[278] jeroenbartelse
[271] #selfdrivingcars
[255] driving
[238] self
[196] gt
[163] car
[155] #ai
[109] #iot
[97] mikequindazzi
[93] cars

Top Words in Tweet in G4:
[543] #selfdrivingcars
[256] #ai
[225] #autonomousvehicles
[222] #selfdriving
[198] read
[195] #iot
[174] #driverlesscars
[170] #driverless
[169] guidaautonoma
[167] #5g

Top Words in Tweet in G5:
[267] enricomolinari
[126] #ai
[124] ty
[107] #iot
[93] gigadgets_
[75] powered
[75] fly
[75] top
[75] speed
[75] 93

Top Words in Tweet in G6:
[401] gt
[147] mikequindazzi
[126] nvidia
[123] #ai
[118] #selfdrivingcars
[101] #deeplearning
[91] #lidar
[89] perception
[89] powering
[69] #machinelearning

Top Words in Tweet in G7:
[150] mikequindazzi
[144] #ai
[127] wef
[120] haroldsinnott
[120] world
[115] ways
[115] #artificialintelligence
[112] approaching
[112] biggest
[112] problems

Top Words in Tweet in G8:
[77] #selfdrivingcars
[41] gt
[22] self
[21] driving
[21] #ai
[18] #autonomousvehicles
[17] cars
[9] time
[9] mikequindazzi
[8] autonomous

Top Words in Tweet in G9:
[329] gt
[153] mikequindazzi
[75] #autonomousvehicles
[65] intengineering
[63] aim
[63] change
[63] #transportation
[63] industry
[63] volvotrucks
[25] #deeplearning

Top Words in Tweet in G10:
[28] self
[28] driving
[28] cars
[28] learn
[28] depth
[28] perception
[28] video
[28] paper
[19] full
[19] ours

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1736] gt,gt
[669] self,driving
[630] #iot,#5g
[501] #ai,#iot
[370] mikequindazzi,gt
[363] mikequindazzi,#ai
[357] #selfdrivingcars,#ai
[343] mikequindazzi,#iot
[322] #emergingtech,leverages
[322] leverages,#ar

Top Word Pairs in Tweet in G1:
[836] gt,gt
[422] #iot,#5g
[318] #emergingtech,leverages
[318] leverages,#ar
[318] #ar,help
[318] help,drivers
[318] drivers,see
[318] see,invisible
[308] mikequindazzi,#iot
[307] invisible,nissan

Top Word Pairs in Tweet in G2:
[174] gt,gt
[70] self,driving
[63] #ai,#machinelearning
[58] #selfdriving,#driverless
[58] mikequindazzi,#ai
[57] #driverless,#autonomousvehicles
[49] #autonomousvehicles,#selfdrivingc
[47] #5g,#selfdrivingcars
[45] human,centered
[45] #ai,#robotics

Top Word Pairs in Tweet in G3:
[238] self,driving
[124] gt,gt
[73] #selfdrivingcars,#driverlesscars
[67] mikequindazzi,#ai
[60] concept,car
[53] fun,go
[53] go,work
[53] work,renault's
[53] renault's,concept
[53] car,entirely

Top Word Pairs in Tweet in G4:
[200] #selfdrivingcars,#ai
[168] #ai,#iot
[154] #iot,#5g
[153] read,#selfdrivingcars
[142] #selfdrivingcars,news
[135] #autonomousvehicles,#selfdriving
[92] #cars,#automotive
[90] self,driving
[88] #selfdriving,#driverless
[88] #driverlesscars,#autonomouscars

Top Word Pairs in Tweet in G5:
[78] #ai,#iot
[75] fly,top
[75] top,speed
[75] speed,93
[75] 93,mph
[75] mph,ty
[75] ty,gigadgets_
[74] gigadgets_,enricomolinari
[74] enricomolinari,#drone
[74] #drone,#ai

Top Word Pairs in Tweet in G6:
[266] gt,gt
[90] #deeplearning,#lidar
[89] #lidar,perception
[89] perception,powering
[89] powering,#selfdrivingcars
[61] mikequindazzi,gt
[60] #ai,#machinelearning
[53] nvidia,mikequindazzi
[52] gt,nvidia
[51] gt,#ai

Top Word Pairs in Tweet in G7:
[113] wef,mikequindazzi
[112] approaching,world
[112] world,biggest
[112] biggest,problems
[110] ways,#artificialintelligence
[110] #artificialintelligence,approaching
[110] problems,wef
[101] mikequindazzi,#ai
[98] haroldsinnott,ways
[98] #ai,#5g

Top Word Pairs in Tweet in G8:
[27] gt,gt
[20] self,driving
[12] driving,cars
[6] mikequindazzi,gt
[5] #selfdrivingcars,#autonomousvehicles
[4] #autonomousvehicles,#selfdrivingcars
[4] #selfdrivingcars,#driverlesscars
[4] gt,#ai
[4] véhicules,autonomes
[4] autonomes,seront

Top Word Pairs in Tweet in G9:
[176] gt,gt
[75] mikequindazzi,gt
[63] #autonomousvehicles,aim
[63] aim,change
[63] change,#transportation
[63] #transportation,industry
[63] industry,gt
[63] gt,volvotrucks
[63] volvotrucks,intengineering
[63] intengineering,mikequindazzi

Top Word Pairs in Tweet in G10:
[28] self,driving
[28] driving,cars
[28] cars,learn
[28] learn,depth
[28] depth,perception
[19] perception,full
[19] full,video
[19] video,ours
[19] ours,source
[19] source,paper

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@jeroenbartelse
@guidaautonoma
@nvidia
@nissan
@enricomolinari
@thomas_harrer
@selfdriving360
@wef
@haroldsinnott

Top Mentioned in G1:
@mikequindazzi
@nissan
@thomas_harrer
@guidaautonoma
@themegatrends
@nvidia
@officialavatar
@selfdriving360
@editorcorner
@holoniq

Top Mentioned in G2:
@mikequindazzi
@ipfconline1
@mvollmer1
@evankirstel
@jeroenbartelse
@pawlowskimario
@enricomolinari
@mit
@margaretsiegien
@jblefevre60

Top Mentioned in G3:
@jeroenbartelse
@mikequindazzi
@mvollmer1
@ronald_vanloon
@mashable
@busi
@businessinsider
@quicktake
@abacusnews
@enricomolinari

Top Mentioned in G4:
@guidaautonoma
@selfdriving360
@jeroenbartelse
@nvidiadrive
@waymo
@tesla
@volvo
@mikequindazzi
@nvidia
@chrysler

Top Mentioned in G5:
@enricomolinari
@gigadgets_
@mikequindazzi
@fuelmatics
@mashable
@haroldsinnott
@nvidia
@wef
@selfdriving360
@nodexl

Top Mentioned in G6:
@nvidia
@mikequindazzi
@ronald_vanloon
@bojanavukov
@pawlowskimario
@guidaautonoma
@supplychainblog
@supplychain123
@ctricot
@chboursin

Top Mentioned in G7:
@mikequindazzi
@wef
@haroldsinnott
@nvidia
@mashable
@gigadgets_
@enricomolinari
@pawlowskimario
@ronald_vanloon
@jblefevre60

Top Mentioned in G8:
@futurecar_media

Top Mentioned in G9:
@mikequindazzi
@intengineering
@volvotrucks
@modisfrance
@nvidia
@ieeexplore
@mvollmer1
@guidaautonoma
@pawlowskimario
@hyundai

Top Mentioned in G10:
@karoly_zsolnai
@weights_biases

Top Tweeters
Top Tweeters in Entire Graph:
@yuuji_k1
@sectest9
@chidambara09
@clairebotai
@evankirstel
@deejayiwan
@techl0g
@cybersec_feeds
@sudeepkhatri
@alizardx

Top Tweeters in G1:
@sectest9
@clairebotai
@cybersec_feeds
@ottlegalrebels
@iam__network
@andrewmorrisuk
@techjunkiejh
@cnet
@josjosmar59
@forbes

Top Tweeters in G2:
@chidambara09
@evankirstel
@techl0g
@sudeepkhatri
@calcaware
@marshacollier
@nicochan33
@akwyz
@gezgintrk
@cnbc

Top Tweeters in G3:
@deejayiwan
@businessinsider
@humbertozamorar
@mashable
@sharerussharing
@vivmilano
@edimosip
@ssxman2
@kuriharan
@7newssydney

Top Tweeters in G4:
@alizardx
@business
@reuters
@nmugai
@cnn
@sequoia2001
@digitaltrends
@nowthisnews
@startzai
@caseysprout

Top Tweeters in G5:
@fintechna
@stormhour
@jjhuqpwjakk7cpr
@lkafle
@coraliabelieber
@janzaxbee
@hanneshanath
@a_abdulaziz_a
@danitablackwood
@fmfrancoise

Top Tweeters in G6:
@itknowingness
@glaciarblue
@entwistletx
@nomoreslaves
@usatoday
@hannaraptor
@zzsheyn
@drtommartinphd
@enrirosasdiaz
@artstrada

Top Tweeters in G7:
@swissbusiness
@roseg
@bernardo_pirola
@warrenwhitlock
@ham_gretsky
@benishii_
@markmichdomnic
@jamestown502
@larrylavoie1
@wef

Top Tweeters in G8:
@andysugs
@techflypaper
@dataaugmented
@eudyzerpa
@memofwd
@lago72
@atscmc
@danydegrave
@michellerafter
@mfioretti_en

Top Tweeters in G9:
@thomasclone
@slimchick1900
@ele9061
@tvhcaterpillar
@socialcurrencie
@proyectosnolen1
@rosetececilio
@drnaziafayaz
@vongotyan
@seefinish

Top Tweeters in G10:
@gohsuket
@jameschurchman
@kagekirin
@eldarsilver
@all2one
@lavanyaai
@bhargavbardipur
@muttconcept
@datascinews
@karoly_zsolnai


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