#selfdrivingcars, Twitter, 8/19/2020 2:50:14 PM, 232992


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#selfdrivingcars_2020-08-19_05-36-01.xlsx
#selfdrivingcars_2020-08-19_05-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 19, 2020
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/327wjD7
@jblefevre60
@jeroenbartelse
@enricomolinari
@robotconsumer
@haroldsinnott
@mvollmer1
@pinakilaskar
@guidaautonoma
@mikequindazzi
@fisheyebox

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

Description:
Description
The graph represents a network of 2,363 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, 19 August 2020 at 12:46 UTC.

The requested start date was Wednesday, 19 August 2020 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 15-day, 21-hour, 56-minute period from Monday, 03 August 2020 at 01:05 UTC to Tuesday, 18 August 2020 at 23:02 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 : 2363
Unique Edges : 2948
Edges With Duplicates : 15126
Total Edges : 18074
Number of Edge Types : 5
MentionsInRetweet : 9561
Mentions : 1320
Retweet : 6314
Tweet : 856
Replies to : 23
Self-Loops : 992
Reciprocated Vertex Pair Ratio : 0.0253599476439791
Reciprocated Edge Ratio : 0.0494654539652146
Connected Components : 142
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 2099
Maximum Edges in a Connected Component : 17723
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.132163
Graph Density : 0.00112283535725586
Modularity : 0.226781
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,363 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, 19 August 2020 at 12:46 UTC.

The requested start date was Wednesday, 19 August 2020 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 15-day, 21-hour, 56-minute period from Monday, 03 August 2020 at 01:05 UTC to Tuesday, 18 August 2020 at 23:02 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:
[110] https://www.selfdrivingcars360.com/
[106] https://siamagazin.com/linux-multifun
[63] https://siamagazin.com/autonomous-self-driving-cars-working-principles-3d-animation/
[57] https://www.weforum.org/agenda/2020/08/south-korea-contactless-coronavirus-economy
[52] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231918
[48] https://www.automobilemag.com/news/self-driving-cars-morality-blame-accidents/?utm_content=buffer37952&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[46] 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
[44] https://twitter.com/Yahoo/status/1294483959443685377/video/1
[37] https://www.thedrive.com/tech/35747/michigan-plans-to-build-a-self-driving-vehicle-roadway-from-ann-arbor-to-detroit
[37] https://www.juniperresearch.com/press/press-releases/5g-operator-billed-service-revenues-reach-300bn

Top URLs in Tweet in G1:
[107] https://www.selfdrivingcars360.com/
[36] 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
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231918
[23] https://github.com/Vinohith/Self_Driving_Car_specialization/find/master
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232501
[14] https://www.forbes.com/sites/lanceeliot/2020/08/04/ai-needs-to-gain-famed-macgyver-shrewdness-including-for-ai-self-driving-cars/
[14] https://venturebeat.com/2020/08/06/yandex-begins-testing-self-driving-cars-in-michigan/
[12] https://www.cars.com/articles/autonomous-driving-levels-and-what-they-mean-to-you-424979/
[12] https://spectrum.ieee.org/view-from-the-valley/transportation/sensors/will-camera-startup-light-give-autonomous-vehicles-better-vision-than-lidar
[12] https://medium.com/@lance.eliot/ai-machine-learning-has-a-carbon-footprint-and-thus-so-do-self-driving-cars-d1e31db2f2f1?source=rss-------8-----------------artificial_intelligence&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[90] https://siamagazin.com/linux-multifun
[50] https://siamagazin.com/autonomous-self-driving-cars-working-principles-3d-animation/
[39] https://www.weforum.org/agenda/2020/08/south-korea-contactless-coronavirus-economy
[35] https://twitter.com/Yahoo/status/1294483959443685377/video/1
[33] https://www.thedrive.com/tech/35747/michigan-plans-to-build-a-self-driving-vehicle-roadway-from-ann-arbor-to-detroit
[24] https://www.tuvie.com/futuristic-oto-autonomous-urban-shared-vehicle-is-just-one-click-away/
[20] https://www.automobilemag.com/news/self-driving-cars-morality-blame-accidents/?utm_content=buffer37952&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[20] https://thenextweb.com/shift/2020/08/06/why-elon-musk-is-wrong-about-level-5-self-driving-cars-syndication/?utm_source=t.co&utm_medium=referral&utm_content=Why%20Elon%20Musk%20is%20wrong%20about%20Level%205%20self-driving%20cars&utm_campaign=share%2Bbutton
[19] https://tuvie.com/autonomous-cit
[19] https://grasmuck.design/projects/streat

Top URLs in Tweet in G3:
[15] https://www.automobilemag.com/news/self-driving-cars-morality-blame-accidents/?utm_content=buffer37952&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231918
[10] https://www.weforum.org/agenda/2020/08/south-korea-contactless-coronavirus-economy
[6] https://siamagazin.com/linux-multifun
[6] 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
[5] https://www.pwc.com/gx/en/consumer-markets/consumer-insights-survey/2019/report.pdf
[4] https://siamagazin.com/autonomous-self-driving-cars-working-principles-3d-animation/
[4] https://www.wevolver.com/article/2020.autonomous.vehicle.technology.report
[4] https://www.juniperresearch.com/press/press-releases/5g-operator-billed-service-revenues-reach-300bn
[4] https://youtu.be/hHuDLvP_4ig

Top URLs in Tweet in G4:
[10] https://autome.me/the-three-challenges-faced-by-uber-self-driving-cars-plan/
[5] https://www.youtube.com/watch?v=ssEgfn_DVew

[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231918
[3] https://www.weforum.org/agenda/2020/08/south-korea-contactless-coronavirus-economy
[2] https://www.tuvie.com/futuristic-oto-autonomous-urban-shared-vehicle-is-just-one-click-away/
[2] https://www.biometricupdate.com/202008/goodix-completes-dream-chip-acquisition-to-boost-integrated-solutions-for-autonomous-vehicles
[2] https://www.juniperresearch.com/press/press-releases/5g-operator-billed-service-revenues-reach-300bn
[2] https://medium.com/swlh/how-self-driving-cars-will-reverse-a-10-000-year-trend-816ba43e4964?utm_content=buffer50185&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] 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
[1] https://twitter.com/i/web/status/1293158574080888833

Top URLs in Tweet in G5:
[2] https://www.engadget.com/baidu-self-driving-car-computer-ready-081925160.html
[2] https://medium.com/@lance.eliot/ai-machine-learning-has-a-carbon-footprint-and-thus-so-do-self-driving-cars-d1e31db2f2f1
[1] https://www.microcontrollertips.com/the-data-driven-roadto-automated-driving-faq/
[1] https://www.microcontrollertips.com/open-standards-for-driverless-cars-faq/
[1] https://www.linkedin.com/slink?code=gjSrpyQ
[1] https://fortworthbusiness.com/technology/self-driving-vehicle-firm-testing-in-dallas-fort-worth-area/
[1] https://www.itsinternational.com/its6/news/first-robo-taxis-allowed-moscow-2024
[1] https://www.engadget.com/baidu-self-driving-car-computer-ready-081925160.html?guccounter=1
[1] https://www.reuters.com/article/us-autonomous-uber-levandowski/levandowski-gets-18-months-in-prison-for-stealing-google-files-idUSKCN25030T
[1] https://electrek.co/2020/08/04/tesla-wiper-controls-ruled-illegal-germany-crashed/

Top URLs in Tweet in G6:
[2] https://www.prolificlondon.co.uk/tech-news/startup-news/2020/03/self-driving-car-tech-startup-five-raises-41m
[1] https://scribit.design/
[1] https://www.wevolver.com/article/2020.autonomous.vehicle.technology.report#summary
[1] https://www.automobilemag.com/news/self-driving-cars-morality-blame-accidents/?utm_content=buffer37952&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.rte.ie/brainstorm/2020/0804/1157190-self-driving-cars-autonomous-cars-sensors-social-acceptability-safety/
[1] https://www.forbes.com/sites/forbestechcouncil/2020/07/30/why-self-driving-cars-might-never-become-a-commodity/#1a5f98c42902
[1] https://www.weforum.org/agenda/2020/08/south-korea-contactless-coronavirus-economy

Top URLs in Tweet in G7:
[23] https://www.juniperresearch.com/press/press-releases/5g-operator-billed-service-revenues-reach-300bn
[6] https://www.seroundtable.com/photos/apple-self-driving-car-29881.html
[1] https://twitter.com/i/web/status/1293241418065092608
[1] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[1] https://twitter.com/i/web/status/1263706158948384769
[1] https://twitter.com/Yahoo/status/1294483959443685377/video/1
[1] https://apnews.com/ef4f2086cf6764e554bd889623c8e8b5

Top URLs in Tweet in G8:
[7] https://blog.iammarketingmedia.com/expert-policy-for-autonomous-vehicle-industry-is-like-the-wild-west/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[6] https://blog.iammarketingmedia.com/fully-automated-vehicles-wont-happen-any-time-soon-land-line/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[5] https://blog.iammarketingmedia.com/city-of-arlington-seeks-public-input-on-new-autonomous-vehicle-pilot-program/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[5] https://blog.iammarketingmedia.com/jlr-develops-software-so-autonomous-cars-wont-make-you-travel-sick/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[5] https://blog.iammarketingmedia.com/new-self-driving-shuttle-service-coming-soon-to-tampa/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/uk-leadership-on-autonomous-vehicles-held-back-by-infrastructure-says-kpmg/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/autonomous-cars-five-reasons-they-still-arent-on-our-roads/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/5-reasons-why-self-driving-cars-are-still-not-on-our-roads/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/autonomous-vehicle-legislation-unlikely-to-go-anywhere-in-2020-the-truth-about-cars/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://blog.iammarketingmedia.com/autonomous-vehicle-reporting-data-is-driving-av-innovation-right-off-the-road/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter

Top URLs in Tweet in G9:
[1] https://tweetedtimes.com/Themelis_Cuiper?s=tnp
[1] https://tweetedtimes.com/Aiman_Batool1?s=tnp
[1] https://youtu.be/hHuDLvP_4ig
[1] https://tweetedtimes.com/Forga05?s=tnp
[1] https://www.selfdrivingcars360.com/

Top URLs in Tweet in G10:
[20] https://www.insurancejournal.com/news/national/2020/07/09/574653.htm
[1] http://news.mit.edu/2020/mit-3-questions-john-leonard-future-of-autonomous-vehicles-0804

Top Domains
Top Domains in Tweet in Entire Graph:
[372] iammarketingmedia.com
[332] twitter.com
[179] siamagazin.com
[155] selfdrivingcars360.com
[93] theverge.com
[83] nodexlgraphgallery.org
[79] medium.com
[62] forbes.com
[58] tuvie.com
[57] weforum.org

Top Domains in Tweet in G1:
[152] selfdrivingcars360.com
[142] iammarketingmedia.com
[142] twitter.com
[73] theverge.com
[59] nodexlgraphgallery.org
[57] forbes.com
[38] medium.com
[30] aci.it
[27] siamagazin.com
[24] cleantechnica.com

Top Domains in Tweet in G2:
[140] siamagazin.com
[53] twitter.com
[44] tuvie.com
[39] weforum.org
[33] thedrive.com
[20] automobilemag.com
[20] thenextweb.com
[19] grasmuck.design
[14] scmp.com
[13] berkeley.edu

Top Domains in Tweet in G3:
[15] automobilemag.com
[13] twitter.com
[12] nodexlgraphgallery.org
[10] siamagazin.com
[10] weforum.org
[7] theverge.com
[5] pwc.com
[4] wevolver.com
[4] medium.com
[4] juniperresearch.com

Top Domains in Tweet in G4:
[12] twitter.com
[10] autome.me
[5] youtube.com
[3] nodexlgraphgallery.org
[3] tuvie.com
[3] weforum.org
[2] biometricupdate.com
[2] juniperresearch.com
[2] medium.com
[2] theverge.com

Top Domains in Tweet in G5:
[27] twitter.com
[9] websystemer.no
[8] paper.li
[4] linkedin.com
[4] electrek.co
[4] pioneeringminds.com
[4] thefuturemode.news
[3] engadget.com
[3] autospies.com
[3] medium.com

Top Domains in Tweet in G6:
[2] co.uk
[1] scribit.design
[1] wevolver.com
[1] automobilemag.com
[1] rte.ie
[1] forbes.com
[1] weforum.org

Top Domains in Tweet in G7:
[23] juniperresearch.com
[6] seroundtable.com
[3] twitter.com
[1] holoniq.com
[1] apnews.com

Top Domains in Tweet in G8:
[226] iammarketingmedia.com
[54] twitter.com
[5] medium.com
[4] pymnts.com
[3] smartcitiesworld.net
[2] researchandmarkets.com
[1] nikkei.com
[1] techcrunch.com
[1] cleantechnica.com
[1] newnormalshow.com

Top Domains in Tweet in G9:
[3] tweetedtimes.com
[1] youtu.be
[1] selfdrivingcars360.com

Top Domains in Tweet in G10:
[20] insurancejournal.com
[1] mit.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3941] selfdrivingcars
[3404] ai
[2516] iot
[1507] bigdata
[1454] machinelearning
[1422] datascience
[1264] autonomousvehicles
[1163] blockchain
[915] analytics
[849] 5g



Top Hashtags in Tweet in G1:
[2217] ai
[1975] selfdrivingcars
[1466] iot
[1371] bigdata
[1331] datascience
[1312] machinelearning
[875] analytics
[785] python
[694] iiot
[693] autonomousvehicles

Top Hashtags in Tweet in G2:
[633] selfdrivingcars
[299] ai
[250] iot
[211] blockchain
[187] 3dprint
[66] autonomousvehicles
[58] electric
[54] mobility
[53] fintech
[52] design

Top Hashtags in Tweet in G3:
[503] ai
[476] iot
[443] selfdrivingcars
[287] blockchain
[284] 3dprint
[116] mobile
[113] technologies
[113] internet
[113] autonomousvehicles
[67] 5g

Top Hashtags in Tweet in G4:
[303] selfdrivingcars
[237] ai
[205] iot
[126] blockchain
[117] autonomousvehicles
[100] 3dprint
[59] bigdata
[55] smartcities
[54] datascience
[51] machinelearning

Top Hashtags in Tweet in G5:
[93] selfdrivingcars
[18] autonomousvehicles
[11] ai
[10] artificialintelligence
[6] machinelearning
[6] autonomouscars
[5] tesla
[4] uber
[4] deeplearning
[4] driverlesscars

Top Hashtags in Tweet in G6:
[67] selfdrivingcars
[66] ai
[63] blockchain
[56] iot
[54] 3dprint
[13] bigdata
[11] datascience
[9] 5g
[7] dataanalytics
[7] ml

Top Hashtags in Tweet in G7:
[56] 5g
[46] selfdrivingcars
[44] iot
[37] ar
[30] emergingtech
[26] bigdata
[12] ai
[9] robotics
[9] defstar5
[8] gdp

Top Hashtags in Tweet in G8:
[202] autonomousvehicles
[192] selfdrivingcars
[186] future
[184] autopilot
[183] cars
[183] selfdriving
[180] cities
[180] drones
[180] selfdrivingairplanes
[180] selfdrivingtrucks

Top Hashtags in Tweet in G9:
[20] selfdrivingcars
[16] future
[16] robot
[11] futureofwork
[11] robotics
[11] automation
[11] 4ir
[10] ai
[5] untact
[5] digital

Top Hashtags in Tweet in G10:
[22] selfdrivingcars
[21] autonomousvehicles
[21] ai
[20] ethics
[1] machinelearning

Top Words
Top Words in Tweet in Entire Graph:
[3934] #selfdrivingcars
[3383] #ai
[2517] #iot
[1507] #bigdata
[1440] #machinelearning
[1422] #datascience
[1259] #autonomousvehicles
[1163] #blockchain
[1086] driving
[1057] pinakilaskar

Top Words in Tweet in G1:
[2204] #ai
[1970] #selfdrivingcars
[1467] #iot
[1371] #bigdata
[1331] #datascience
[1298] #machinelearning
[991] pinakilaskar
[875] #analytics
[785] #python
[720] guidaautonoma

Top Words in Tweet in G2:
[633] #selfdrivingcars
[478] jeroenbartelse
[340] driving
[302] self
[299] #ai
[284] jblefevre60
[250] #iot
[211] #blockchain
[194] next
[187] 15

Top Words in Tweet in G3:
[509] gt
[502] #ai
[476] #iot
[441] #selfdrivingcars
[290] next
[287] #blockchain
[285] 15
[284] decade
[284] #3dprint
[253] haroldsinnott

Top Words in Tweet in G4:
[441] enricomolinari
[303] #selfdrivingcars
[230] #ai
[207] ty
[205] #iot
[126] #blockchain
[125] gt
[117] #autonomousvehicles
[102] next
[102] 15

Top Words in Tweet in G5:
[93] #selfdrivingcars
[24] driving
[20] self
[18] #autonomousvehicles
[13] cars
[11] #ai
[10] testing
[10] #artificialintelligence
[8] autonomous
[8] ai

Top Words in Tweet in G6:
[67] #selfdrivingcars
[66] #ai
[63] #blockchain
[56] 15
[56] #iot
[54] next
[54] decade
[54] #3dprint
[51] technologies
[51] mobile

Top Words in Tweet in G7:
[90] gt
[56] #5g
[46] #selfdrivingcars
[44] #iot
[37] #ar
[30] #emergingtech
[30] leverages
[30] help
[30] drivers
[30] see

Top Words in Tweet in G8:
[253] more
[247] read
[202] #autonomousvehicles
[192] #selfdrivingcars
[186] #future
[184] #autopilot
[184] autonomous
[183] #cars
[183] #selfdriving
[180] #cities

Top Words in Tweet in G9:
[20] #selfdrivingcars
[16] #future
[16] #robot
[12] margaretsiegien
[11] way
[11] delivery
[11] #futureofwork
[11] #robotics
[11] #automation
[11] #4ir

Top Words in Tweet in G10:
[22] work
[22] #selfdrivingcars
[21] #autonomousvehicles
[21] #ai
[20] still
[20] addressing
[20] #ethics
[17] tamaramccleary
[8] thereâ
[4] future

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1824] #ai,#iot
[833] #iot,#blockchain
[793] #bigdata,#analytics
[785] self,driving
[770] #blockchain,#3dprint
[765] next,decade
[688] #iot,#iiot
[630] gt,gt
[597] #analytics,#datascience
[569] #selfdrivingcars,#ai

Top Word Pairs in Tweet in G1:
[1035] #ai,#iot
[763] #bigdata,#analytics
[662] #iot,#iiot
[577] #analytics,#datascience
[531] #selfdrivingcars,#ai
[474] #datascience,#ai
[447] #python,#rstats
[424] #iiot,#python
[396] #iot,#5g
[338] #datascience,#machinelearning

Top Word Pairs in Tweet in G2:
[302] self,driving
[208] #ai,#iot
[206] #iot,#blockchain
[187] next,decade
[187] #blockchain,#3dprint
[175] 15,technologies
[175] technologies,next
[174] #3dprint,mobile
[163] decade,#ai
[154] driving,cars

Top Word Pairs in Tweet in G3:
[377] #ai,#iot
[338] gt,gt
[285] #iot,#blockchain
[284] next,decade
[284] #blockchain,#3dprint
[171] technologies,next
[169] #3dprint,mobile
[167] 15,technologies
[152] decade,#ai
[132] decade,wef

Top Word Pairs in Tweet in G4:
[137] #ai,#iot
[103] #iot,#blockchain
[100] #blockchain,#3dprint
[95] next,decade
[85] gigadgets_,enricomolinari
[82] gt,gt
[81] ty,gigadgets_
[69] 15,technologies
[69] technologies,next
[67] enricomolinari,#selfdrivingcars

Top Word Pairs in Tweet in G5:
[20] self,driving
[8] driving,cars
[7] testing,#selfdrivingcars
[5] interesting,perspectives
[5] perspectives,#autonomousvehicles
[5] #autonomousvehicles,challenges
[5] challenges,testing
[5] #selfdrivingcars,ensure
[4] autonomous,vehicles
[4] #autonomousvehicles,#selfdrivingcars

Top Word Pairs in Tweet in G6:
[56] #ai,#iot
[54] next,decade
[54] #iot,#blockchain
[54] #blockchain,#3dprint
[51] 15,technologies
[51] technologies,next
[51] decade,#ai
[51] #3dprint,mobile
[48] mobile,#selfdrivingcars
[48] #selfdrivingcars,internet

Top Word Pairs in Tweet in G7:
[60] gt,gt
[30] #emergingtech,leverages
[30] leverages,#ar
[30] #ar,help
[30] help,drivers
[30] drivers,see
[30] see,invisible
[30] invisible,ai
[30] ai,meets
[30] meets,ar

Top Word Pairs in Tweet in G8:
[245] read,more
[196] more,#autonomousvehicles
[184] #autonomousvehicles,#autopilot
[183] #autopilot,#cars
[180] #cars,#cities
[180] #cities,#drones
[180] #drones,#future
[180] #future,#selfdriving
[180] #selfdriving,#selfdrivingairplanes
[180] #selfdrivingairplanes,#selfdrivingcars

Top Word Pairs in Tweet in G9:
[11] way,delivery
[11] delivery,#future
[11] #future,#futureofwork
[11] #futureofwork,#robotics
[11] #robotics,#robot
[11] #robot,#automation
[11] #automation,#selfdrivingcars
[11] #selfdrivingcars,#4ir
[10] margaretsiegien,way
[5] #future,south

Top Word Pairs in Tweet in G10:
[20] still,work
[20] work,addressing
[20] addressing,#ethics
[20] #ethics,#autonomousvehicles
[20] #autonomousvehicles,#ai
[20] #ai,#selfdrivingcars
[10] tamaramccleary,still
[8] thereâ,still
[7] tamaramccleary,thereâ
[2] task,force

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@guidaautonoma
@jeroenbartelse
@jblefevre60
@fisheyebox
@enricomolinari
@haroldsinnott
@mvollmer1
@mikequindazzi
@wef

Top Mentioned in G1:
@pinakilaskar
@guidaautonoma
@fisheyebox
@selfdriving360
@enricomolinari
@fisheyeboxindia
@iam__network
@haroldsinnott
@jeroenbartelse
@mikequindazzi

Top Mentioned in G2:
@jeroenbartelse
@jblefevre60
@mvollmer1
@labordeolivier
@sebbou
@spirosmargaris
@enricomolinari
@curieuxexplorer
@intheknow
@sia_magazin

Top Mentioned in G3:
@haroldsinnott
@mvollmer1
@mikequindazzi
@wef
@jblefevre60
@jeroenbartelse
@enricomolinari
@nvidia
@geoworldmedia
@antgrasso

Top Mentioned in G4:
@enricomolinari
@gigadgets_
@wef
@intengineering
@jblefevre60
@mvollmer1
@haroldsinnott
@alvinfoo
@eha_biltek
@mikequindazzi

Top Mentioned in G5:
@imxxplorer

Top Mentioned in G6:
@3bodyproblem
@ctr4autosafety
@vikasmnpc
@jblefevre60
@fisheyebox
@mvollmer1
@fisheyeboxindia
@imec_int
@drjameszender
@wef

Top Mentioned in G7:
@ravikikan
@juniperresearch
@devcleary
@mik
@evankirstel
@gtp_global
@mikequindazzi
@ap
@tkrisher

Top Mentioned in G8:
@iam__network
@anthonymobile
@corix_jc
@ozm
@smartcitiesw
@jeroenbartelse
@mikebeevor
@guidaautonoma
@wef
@thisismdh

Top Mentioned in G9:
@margaretsiegien
@immbm
@pawlowskimario
@enricomolinari
@mvollmer1
@oluskayacan
@wef
@thesun
@abhishek__ai
@drferdowsi

Top Mentioned in G10:
@tamaramccleary
@mit_csail
@mit
@rzembo
@guidaautonoma
@robotconsumer
@enricomolinari
@haroldsinnott

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@knewz_currently
@paoloigna1
@current_knewz
@edinburghwatch
@raymond_norman
@chidambara09
@cybersec_feeds
@evankirstel
@aaroncuddeback

Top Tweeters in G1:
@sectest9
@raymond_norman
@chidambara09
@aaroncuddeback
@femtech_
@alizardx
@businessinsider
@itknowingness
@business
@taieb_bot

Top Tweeters in G2:
@guardian
@rvp
@viriyabot
@calcaware
@jim_b60
@machinelearnflx
@shicooks
@gvalan
@adnanserpen
@2601manish

Top Tweeters in G3:
@sudeepkhatri
@tess_blue815
@lelkan
@trippbraden
@nicochan33
@nomoreslaves
@bar_zie
@menalahy
@xzpwedvhhh37i3c
@kuriharan

Top Tweeters in G4:
@paoloigna1
@cybersec_feeds
@santchiweb
@fintechna
@garthworld
@amazingchevvolt
@akwyz
@vivmilano
@simonlporter
@rwang0

Top Tweeters in G5:
@theasianagenews
@hiphopmarijuana
@mypalsammy
@hafelg
@websystemer
@datapronetwork
@profdmcinnes
@bob_lyons
@bcanaple
@autospies

Top Tweeters in G6:
@jmarinpu
@forbestech
@johnnosta
@ceceilia0502
@teslacharts
@digitalcloudgal
@iotworlds
@jcoviedo6
@risto_matti
@eventdriven2020

Top Tweeters in G7:
@evankirstel
@codedailybot
@ap
@jesirok
@bcstrat
@majorexxt
@full_bugs
@callmenickwoods
@mlgg2
@ravikikan

Top Tweeters in G8:
@iam__network
@diabeticcyborgg
@cryptooz
@smartecocity
@mariadeliasofia
@nar
@artist_hb
@corix_jc
@corixpartners
@stayjid2000

Top Tweeters in G9:
@thesun
@drferdowsi
@dinisguarda
@themelis_cuiper
@forga05
@freeagentglobal
@dansar39
@aiman_batool1
@ianljones98
@ztudium

Top Tweeters in G10:
@hannaraptor
@rosannafreedom1
@zsmtomotomo
@tamaramccleary
@max_lyashko
@cybe_rpunkfixer
@secretsauceconf
@rzembo
@evacaletkova
@laborahd


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