#selfdrivingcars, Twitter, 8/5/2020 1:07:49 PM, 231918


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#selfdrivingcars_2020-08-05_05-36-01.xlsx
#selfdrivingcars_2020-08-05_05-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3kbYDfX
@robotconsumer
@enricomolinari
@haroldsinnott
@jeroenbartelse
@mikequindazzi
@ronald_vanloon
@guidaautonoma
@pinakilaskar
@selfdriving360
@mvollmer1

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

Description:
Description
The graph represents a network of 2,589 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, 05 August 2020 at 12:47 UTC.

The requested start date was Wednesday, 05 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 23-day, 5-hour, 43-minute period from Sunday, 12 July 2020 at 16:07 UTC to Tuesday, 04 August 2020 at 21:50 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 2589
Unique Edges : 3948
Edges With Duplicates : 14380
Total Edges : 18328
Number of Edge Types : 5
MentionsInRetweet : 9704
Replies to : 32
Mentions : 1525
Retweet : 5738
Tweet : 1329
Self-Loops : 1477
Reciprocated Vertex Pair Ratio : 0.0234297812279464
Reciprocated Edge Ratio : 0.0457867880292373
Connected Components : 187
Single-Vertex Connected Components : 126
Maximum Vertices in a Connected Component : 2292
Maximum Edges in a Connected Component : 17909
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.22177
Graph Density : 0.00108218518127161
Modularity : 0.247826
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,589 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, 05 August 2020 at 12:47 UTC.

The requested start date was Wednesday, 05 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 23-day, 5-hour, 43-minute period from Sunday, 12 July 2020 at 16:07 UTC to Tuesday, 04 August 2020 at 21:50 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #selfdrivingcars
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[160] https://www.selfdrivingcars360.com/
[52] https://www.autoevolution.com/news/famed-british-brand-mini-could-function-on-level-five-autonomy-concept-146788.html
[42] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231355
[33] https://www.thepaper.cn/newsDetail_forward_8355594
[31] https://intelligence.weforum.org/topics/a1G0X000006NvAbUAK?tab=publications
[30] https://bdtechtalks.com/2020/07/29/self-driving-tesla-car-deep-learning/?utm_content=buffer071d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[28] https://t.co/QHoaEHLPNN
[25] https://www.theverge.com/2020/7/20/21331418/aurora-self-driving-cars-semi-truck-av-texas-robotaxi
[25] https://www.sae.org/news/2019/01/sae-updates-j3016-automated-driving-graphic
[24] https://gcn.com/articles/2020/07/10/ethical-autonomous-vehicles.aspx?utm_content=buffer64a3d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[35] https://www.autoevolution.com/news/famed-british-brand-mini-could-function-on-level-five-autonomy-concept-146788.html
[29] https://www.thepaper.cn/newsDetail_forward_8355594
[22] https://www.theverge.com/2020/7/20/21331418/aurora-self-driving-cars-semi-truck-av-texas-robotaxi
[22] https://t.co/QHoaEHLPNN
[21] https://www.thefancarpet.com/movie_news/check-out-this-infographic-that-visualises-the-20-most-iconic-on-screen-autonomous-vehicles-from-1960s-to-present-day/
[20] https://bdtechtalks.com/2020/07/29/self-driving-tesla-car-deep-learning/?utm_content=buffer071d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231355
[18] https://www.sae.org/news/2019/01/sae-updates-j3016-automated-driving-graphic
[17] https://gcn.com/articles/2020/07/10/ethical-autonomous-vehicles.aspx?utm_content=buffer64a3d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://www.telegraph.co.uk/technology/2020/07/14/bitter-feud-jeff-bezos-elon-musk-spilled-driverless-cars/

Top URLs in Tweet in G2:
[124] https://www.selfdrivingcars360.com/
[12] https://www.iotforall.com/how-do-self-driving-cars-work/
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231355
[9] https://Catalog.selfdrivingcars360.com/
[7] https://bdtechtalks.com/2020/07/29/self-driving-tesla-car-deep-learning/?utm_content=buffer071d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.forbes.com/sites/lanceeliot/2020/07/27/ai-ethicists-clash-over-real-world-aptness-of-the-controversial-trolley-problem-but-for-self-driving-cars-it-is-the-real-deal/
[5] https://jobs.selfdrivingcars360.com
[5] https://cleantechnica.com/2020/07/31/lucid-air-will-debut-dreamdrive-lidar-enhanced-autonomous-driving-suite/amp/
[5] http://www.globalbigdataconference.com/news/145559/autonomous-vehicle-startup-autox-lands-driverless-testing-permit-in-california.html
[4] https://www.forbes.com/sites/lanceeliot/2020/07/15/strong-ai-versus-weak-ai-is-completely-misunderstood-including-for-ai-self-driving-cars/

Top URLs in Tweet in G3:
[20] https://intelligence.weforum.org/topics/a1G0X000006NvAbUAK?tab=publications
[2] https://www.sae.org/news/2019/01/sae-updates-j3016-automated-driving-graphic
[2] https://www.forbes.com/sites/lanceeliot/2020/07/15/strong-ai-versus-weak-ai-is-completely-misunderstood-including-for-ai-self-driving-cars/?utm_content=buffer2b0bb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#745ee716227c
[2] https://bdtechtalks.com/2020/07/29/self-driving-tesla-car-deep-learning/?utm_content=buffer071d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.prolificlondon.co.uk/tech-news/startup-news/2020/03/self-driving-car-tech-startup-five-raises-41m
[2] https://www.theverge.com/2020/7/20/21331418/aurora-self-driving-cars-semi-truck-av-texas-robotaxi
[2] https://www.forbes.com/sites/lanceeliot/2020/07/15/strong-ai-versus-weak-ai-is-completely-misunderstood-including-for-ai-self-driving-cars/#294094c227c7
[2] https://www.forbes.com/sites/bernardmarr/2020/07/17/5-ways-self-driving-cars-could-make-our-world-and-our-lives-better/?utm_content=buffer52a99&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#306c2dc642a3
[1] https://twitter.com/i/web/status/1287672560918736898
[1] https://twitter.com/i/web/status/1288776386384220160

Top URLs in Tweet in G4:
[24] https://www.selfdrivingcars360.com/
[9] https://blogs.dxc.technology/2019/10/28/how-ai-can-make-fully-autonomous-driving-a-reality/
[9] https://onalytica.com/blog/posts/iiot-top-influencers/
[8] https://app.livestorm.co/futurebridge/techbreak2020?utm_source=Linkedin
[7] https://Catalog.selfdrivingcars360.com/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231355
[6] https://www.autoevolution.com/news/famed-british-brand-mini-could-function-on-level-five-autonomy-concept-146788.html
[6] https://intelligence.weforum.org/topics/a1G0X000006NvAbUAK?tab=publications
[5] https://www.cnbc.com/2020/07/25/why-elon-musks-autonomous-driving-ideas-dont-worry-insurers.html
[5] https://py.pl/2VTFZLH4UPD

Top URLs in Tweet in G5:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231355
[2] https://www.autoevolution.com/news/famed-british-brand-mini-could-function-on-level-five-autonomy-concept-146788.html
[1] https://twitter.com/i/web/status/1282232226814410753
[1] https://twitter.com/i/web/status/1282360572579725312
[1] https://twitter.com/i/web/status/1284876903178960897
[1] https://twitter.com/i/web/status/1284979328195817472
[1] https://twitter.com/i/web/status/1287686919011233793
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230382
[1] https://bdtechtalks.com/2020/07/29/self-driving-tesla-car-deep-learning/?utm_content=buffer071d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://tweetedtimes.com/parentnashik?s=tnp

Top URLs in Tweet in G6:
[9] https://theconversation.com/autonomous-cars-five-reasons-they-still-arent-on-our-roads-143316
[9] https://www.forbes.com/sites/lanceeliot/2020/07/15/strong-ai-versus-weak-ai-is-completely-misunderstood-including-for-ai-self-driving-cars/#294094c227c7
[8] https://twitter.com/guidaautonoma
[7] https://blog.iammarketingmedia.com/field-of-dreams-autonomous-vehicles-heading-to-the-farm/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[6] https://torino.corriere.it/economia/20_luglio_12/ultimo-pit-stop-torino-cosi-l-auto-torna-correre-2d78e924-c464-11ea-b958-dd8b1bb69ac3_amp.html
[6] https://blog.iammarketingmedia.com/germany-could-allow-level-4-automated-driving/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[6] https://twitter.com/HaroldSinnott
[5] https://www.itsinternational.com/its6/news/first-robo-taxis-allowed-moscow-2024
[5] https://www.autoevolution.com/news/famed-british-brand-mini-could-function-on-level-five-autonomy-concept-146788.html
[5] https://www.selfdrivingcars360.com/

Top URLs in Tweet in G7:
[2] http://www.driverlesspremiums.com/
[2] http://www.driverlesspool.com/
[2] https://iot4beginners.com/how-self-driving-cars-will-impact-the-technology-and-society/
[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://avalock.com/pizza-overdrive-self-driving-nightmare/
[1] https://twitter.com/i/web/status/1282414135431618560
[1] https://techinfonics.com/2020/07/11/nope-tesla-cant-produce-a-fully-automated-car-this-year-experts-say/
[1] https://paper.li/halalati?edition_id=e73af610-c4e4-11ea-a3f9-0cc47a0d1605
[1] https://twitter.com/MKBHD/status/1281969247854497793
[1] https://www.youtube.com/watch?v=MdpZUp4I-H8&feature=youtu.be


Top URLs in Tweet in G8:
[2] https://www.indyautonomouschallenge.com/blog/welcome-to-the-the-leaderboard
[2] https://news.virginia.edu/content/autonomous-racing-students-get-chance-take-it-track-indy
[1] https://twitter.com/IndyAChallenge/status/1290294447008182278
[1] https://www.indyautonomouschallenge.com/blog/driving-innovation
[1] https://medium.com/@helm_ai/the-promise-and-potential-of-deep-teaching-89b7a243ea9e

Top URLs in Tweet in G9:
[1] https://www.forbes.com/sites/forbestechcouncil/2020/07/30/why-self-driving-cars-might-never-become-a-commodity/#1a5f98c42902
[1] https://www.forbes.com/sites/forbestechcouncil/2020/07/30/why-self-driving-cars-might-never-become-a-commodity/#670c1c812902
[1] https://www.smartcitiesdive.com/news/beep-to-deploy-local-motors-3d-printed-av-shuttles/582127/
[1] https://twitter.com/ingliguori/status/1258152776309358592

Top Domains
Top Domains in Tweet in Entire Graph:
[727] twitter.com
[433] iammarketingmedia.com
[240] selfdrivingcars360.com
[229] forbes.com
[78] theverge.com
[60] aci.it
[60] autoevolution.com
[59] co.uk
[53] nodexlgraphgallery.org
[43] hdmotori.it

Top Domains in Tweet in G1:
[83] forbes.com
[74] twitter.com
[35] autoevolution.com
[29] thepaper.cn
[25] wired.com
[24] theverge.com
[24] nodexlgraphgallery.org
[22] t.co
[21] co.uk
[21] thefancarpet.com

Top Domains in Tweet in G2:
[191] selfdrivingcars360.com
[139] twitter.com
[43] forbes.com
[14] nodexlgraphgallery.org
[12] iotforall.com
[9] globalbigdataconference.com
[8] theverge.com
[8] cleantechnica.com
[7] bdtechtalks.com
[6] cnbc.com

Top Domains in Tweet in G3:
[24] twitter.com
[21] weforum.org
[9] forbes.com
[3] co.uk
[2] sae.org
[2] bdtechtalks.com
[2] wired.com
[2] theverge.com
[2] iammarketingmedia.com
[1] pwc.com

Top Domains in Tweet in G4:
[150] iammarketingmedia.com
[78] twitter.com
[35] selfdrivingcars360.com
[29] aci.it
[24] forbes.com
[19] medium.com
[18] theverge.com
[18] ziftsolutions.com
[15] hdmotori.it
[13] cnbc.com

Top Domains in Tweet in G5:
[11] twitter.com
[4] nodexlgraphgallery.org
[2] forbes.com
[2] autoevolution.com
[1] bdtechtalks.com
[1] tweetedtimes.com
[1] selfdrivingcars360.com
[1] weforum.org
[1] thepaper.cn
[1] t.co

Top Domains in Tweet in G6:
[295] twitter.com
[278] iammarketingmedia.com
[50] forbes.com
[27] aci.it
[26] theverge.com
[23] hdmotori.it
[18] cleantechnica.com
[17] co.uk
[11] everyeye.it
[10] autoevolution.com

Top Domains in Tweet in G7:
[50] twitter.com
[8] forbes.com
[5] paper.li
[5] pioneeringminds.com
[4] thefuturemode.news
[3] linkedin.com
[2] youtube.com
[2] cnbc.com
[2] driverlesspremiums.com
[2] driverlesspool.com

Top Domains in Tweet in G8:
[3] indyautonomouschallenge.com
[2] virginia.edu
[1] twitter.com
[1] medium.com

Top Domains in Tweet in G9:
[2] forbes.com
[1] smartcitiesdive.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4160] selfdrivingcars
[2915] ai
[1791] iot
[1555] autonomousvehicles
[1000] 5g
[902] selfdriving
[868] machinelearning
[659] driverlesscars
[651] robotics
[645] datascience



Top Hashtags in Tweet in G1:
[919] selfdrivingcars
[607] ai
[242] iot
[191] artificialintelligence
[152] autonomousvehicles
[122] robotics
[94] 5g
[84] driverlesscars
[79] selfdriving
[77] self

Top Hashtags in Tweet in G2:
[1014] selfdrivingcars
[801] ai
[572] datascience
[513] machinelearning
[463] bigdata
[441] iot
[388] autonomousvehicles
[348] deeplearning
[323] iiot
[294] driverlesscars

Top Hashtags in Tweet in G3:
[305] ai
[218] selfdrivingcars
[153] iot
[151] 5g
[132] artificialintelligence
[62] autonomousvehicles
[41] futureofwork
[35] sdgs
[34] eu
[34] automobiles

Top Hashtags in Tweet in G4:
[767] selfdrivingcars
[584] ai
[440] iot
[318] autonomousvehicles
[233] 5g
[91] selfdriving
[91] autonomous
[90] artificialintelligence
[86] robotics
[79] guidaautonoma

Top Hashtags in Tweet in G5:
[193] selfdrivingcars
[117] ir4
[104] iot
[90] smartcities
[78] marketing
[74] emobility
[62] ai
[59] renewables
[52] sdgs
[50] cx

Top Hashtags in Tweet in G6:
[709] selfdrivingcars
[517] autonomousvehicles
[469] ai
[460] selfdriving
[397] iot
[350] 5g
[274] autonomous
[218] driverless
[214] driverlesscars
[213] robotics

Top Hashtags in Tweet in G7:
[120] selfdrivingcars
[27] ai
[19] autonomousvehicles
[12] tesla
[11] artificialintelligence
[8] blockchain
[8] cars
[6] machinelearning
[6] autonomouscar
[6] deeplearning

Top Hashtags in Tweet in G8:
[8] iac2021
[8] selfdrivingcars
[4] autonomousvehicles
[3] autonomous
[3] indyautonomouschallenge
[2] technology
[2] ai
[1] abhiyaaniac2021
[1] iit
[1] uva

Top Hashtags in Tweet in G9:
[11] selfdrivingcars
[3] innovation
[2] startups
[2] technology
[2] tech4all
[2] engineering
[2] automotive
[1] ai
[1] ia
[1] tech

Top Hashtags in Tweet in G10:
[21] deeplearning
[2] lidar
[2] rt
[2] ia
[2] machinelearning
[2] selfdrivingcars
[2] selfdriving
[2] edtech
[1] artificialintelligence
[1] ai

Top Words
Top Words in Tweet in Entire Graph:
[4161] #selfdrivingcars
[2915] #ai
[1791] #iot
[1555] #autonomousvehicles
[1476] driving
[1116] self
[1008] enricomolinari
[1000] #5g
[968] read
[933] #selfdriving

Top Words in Tweet in G1:
[919] #selfdrivingcars
[607] #ai
[569] driving
[469] self
[460] jeroenbartelse
[278] cars
[242] #iot
[234] ronald_vanloon
[223] enricomolinari
[191] #artificialintelligence

Top Words in Tweet in G2:
[1015] #selfdrivingcars
[801] #ai
[572] #datascience
[513] #machinelearning
[466] pinakilaskar
[463] #bigdata
[441] #iot
[388] #autonomousvehicles
[348] #deeplearning
[323] #iiot

Top Words in Tweet in G3:
[319] haroldsinnott
[305] #ai
[224] mikequindazzi
[218] #selfdrivingcars
[202] wef
[153] #iot
[151] #5g
[132] #artificialintelligence
[108] world
[105] ways

Top Words in Tweet in G4:
[768] #selfdrivingcars
[664] gt
[584] #ai
[440] #iot
[345] mikequindazzi
[322] guidaautonoma
[318] #autonomousvehicles
[311] driving
[307] read
[243] autonomous

Top Words in Tweet in G5:
[471] enricomolinari
[206] ty
[193] #selfdrivingcars
[117] #ir4
[104] #iot
[90] #smartcities
[78] #marketing
[74] #emobility
[69] #a
[62] #ai

Top Words in Tweet in G6:
[709] #selfdrivingcars
[517] #autonomousvehicles
[469] #ai
[463] #selfdriving
[397] #iot
[350] #5g
[335] read
[328] more
[289] guidaautonoma
[284] autonomous

Top Words in Tweet in G7:
[120] #selfdrivingcars
[40] driving
[35] self
[27] #ai
[26] cars
[19] #autonomousvehicles
[16] autonomous
[13] car
[11] #tesla
[11] #artificialintelligence

Top Words in Tweet in G8:
[54] team
[27] nasarathy
[26] strength
[26] each
[26] member
[21] autonomous
[17] indy
[15] here's
[15] update
[15] sarathy's

Top Words in Tweet in G9:
[9] #selfdrivingcars
[4] come
[3] imec_int
[3] human
[3] error
[3] cause
[3] 94
[3] 96
[3] motor
[3] vehicle

Top Words in Tweet in G10:
[21] comment
[21] fonctionne
[21] voiture
[21] autonome
[21] illustration
[21] d'une
[21] solution
[21] #deeplearning
[21] associée
[21] télédétection

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1085] self,driving
[887] #ai,#iot
[851] #selfdrivingcars,#ai
[645] #iot,#5g
[528] gt,gt
[526] read,more
[435] driving,cars
[398] read,add
[373] #autonomousvehicles,#selfdriving
[371] mikequindazzi,#ai

Top Word Pairs in Tweet in G1:
[465] self,driving
[187] driving,cars
[138] south,korea
[108] testing,#selfdrivingcars
[105] korea,created
[105] created,entire
[105] entire,town
[105] town,testing
[104] #selfdrivingcars,thebuzzfeednews
[104] thebuzzfeednews,#ai

Top Word Pairs in Tweet in G2:
[277] #bigdata,#analytics
[266] read,add
[229] add,#selfdrivingcars
[205] #selfdrivingcars,news
[197] self,driving
[191] #autonomouscars,#autonomousvehicles
[190] #driverlesscars,#autonomouscars
[183] #selfdrivingcars,#ai
[177] #iiot,#python
[177] #python,#rstats

Top Word Pairs in Tweet in G3:
[179] mikequindazzi,#ai
[123] wef,mikequindazzi
[103] #ai,#iot
[103] ways,#artificialintelligence
[103] #artificialintelligence,approaching
[103] approaching,world
[103] world,biggest
[103] biggest,problems
[103] problems,wef
[103] #ai,#5g

Top Word Pairs in Tweet in G4:
[418] gt,gt
[220] #selfdrivingcars,#ai
[204] #ai,#iot
[200] self,driving
[200] read,more
[164] #iot,#5g
[121] #ai,#selfdrivingcars
[109] mikequindazzi,#ai
[98] read,add
[92] #selfdrivingcars,#iot

Top Word Pairs in Tweet in G5:
[91] enricomolinari,#selfdrivingcars
[60] intengineering,enricomolinari
[51] #selfdrivingcars,#marketing
[51] ty,techamazing
[51] techamazing,enricomolinari
[50] tires,retreaded
[50] retreaded,ty
[50] ty,cheddar
[50] cheddar,enricomolinari
[50] #marketing,#sdgs

Top Word Pairs in Tweet in G6:
[378] #selfdrivingcars,#ai
[375] #ai,#iot
[336] #iot,#5g
[317] read,more
[236] #5g,#autonomousvehicles
[203] #robotics,#driverless
[203] more,#autonomousvehicles
[198] #autonomousvehicles,#selfdriving
[194] #startups,#smartcity
[193] #driverlesscars,#startups

Top Word Pairs in Tweet in G7:
[30] self,driving
[13] driving,cars
[7] #autonomousvehicles,#selfdrivingcars
[7] #ai,#selfdrivingcars
[7] driving,car
[5] #selfdrivingcars,#tesla
[5] #driverlesscars,#selfdrivingcars
[5] #selfdrivingcars,#pioneeringminds
[4] sale,#ai
[4] #ai,#blockchain

Top Word Pairs in Tweet in G8:
[15] here's,update
[15] update,team
[15] team,sarathy's
[15] sarathy's,progress
[15] progress,towards
[15] towards,second
[15] second,round
[15] round,indy
[15] indy,autonomous
[15] autonomous,challenge

Top Word Pairs in Tweet in G9:
[3] human,error
[3] error,cause
[3] cause,94
[3] 94,96
[3] 96,motor
[3] motor,vehicle
[3] vehicle,accidents
[3] accidents,#selfdrivingcars
[3] #selfdrivingcars,come
[3] come,rescue

Top Word Pairs in Tweet in G10:
[21] comment,fonctionne
[21] fonctionne,voiture
[21] voiture,autonome
[21] autonome,illustration
[21] illustration,d'une
[21] d'une,solution
[21] solution,#deeplearning
[21] #deeplearning,associée
[21] associée,télédétection
[21] télédétection,par

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@zoomcarindia
@jpr007
@luminartech
@bosch
@cognitivepilot
@shicooks
@seamachines
@nasa
@x63461970

Top Replied-To in G1:
@shicooks

Top Replied-To in G2:
@mobileye
@propelmee
@cognitivepilot
@bosch
@luminartech
@enricomolinari
@seamachines
@handlertucker

Top Replied-To in G3:
@zoomcarindia
@guidaautonoma
@pinakilaskar
@fisheyebox
@elonmusk
@tesla
@reuters

Top Replied-To in G4:
@elonmusk
@valleyhack

Top Mentioned
Top Mentioned in Entire Graph:
@guidaautonoma
@mikequindazzi
@haroldsinnott
@enricomolinari
@pinakilaskar
@jeroenbartelse
@wef
@fisheyebox
@ronald_vanloon
@selfdriving360

Top Mentioned in G1:
@jeroenbartelse
@ronald_vanloon
@haroldsinnott
@enricomolinari
@mvollmer1
@spirosmargaris
@jblefevre60
@thebuzzfeednews
@mikequindazzi
@welcomeai

Top Mentioned in G2:
@pinakilaskar
@fisheyebox
@guidaautonoma
@selfdriving360
@enricomolinari
@mikequindazzi
@mashable
@haroldsinnott
@wef
@lanceeliot

Top Mentioned in G3:
@haroldsinnott
@mikequindazzi
@wef
@irenatadic1
@reuters
@xhnews
@cisgroupuk
@tesla
@enricomolinari

Top Mentioned in G4:
@guidaautonoma
@mikequindazzi
@iam__network
@selfdriving360
@haroldsinnott
@enricomolinari
@wef
@pinakilaskar
@fisher85m
@antgrasso

Top Mentioned in G5:
@enricomolinari
@intengineering
@cheddar
@techamazing
@engineeringvids
@eha_biltek
@haroldsinnott
@mikequindazzi
@mashable
@jeroenbartelse

Top Mentioned in G6:
@guidaautonoma
@iam__network
@mobileye
@pinakilaskar
@nigewillson
@mikequindazzi
@jeroenbartelse
@aeromobix
@sayarat00
@ford

Top Mentioned in G7:
@sobrodomains
@techinfonics
@alexanderzpain
@vishal189941
@imxxplorer

Top Mentioned in G8:
@nasarathy
@indyachallenge
@perceptive_auto
@luxresearch
@helm_ai

Top Mentioned in G9:
@imec_int
@forbestech
@cityofchandler
@deboeckjo
@chandlerazproud
@selfdriving
@joelviseeon
@bviseeon
@lafrenchtech
@wim_van_daele

Top Mentioned in G10:
@modisfrance
@mikequindazzi
@nvidia
@haroldsinnott
@wef

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@jurylady5
@javascriptd
@loupo85
@clairebotai
@chidambara09
@cybersec_feeds
@evankirstel
@aaroncuddeback

Top Tweeters in G1:
@evankirstel
@viriyabot
@fintechna
@troubleddays
@humbertozamorar
@nmugai
@bot_innovation
@nicochan33
@telegraph
@rowaenthe

Top Tweeters in G2:
@javascriptd
@chidambara09
@aaroncuddeback
@femtech_
@business
@santchiweb
@taieb_bot
@xaelbot
@calcaware
@torillo59

Top Tweeters in G3:
@reuters
@trippbraden
@sharerussharing
@vivmilano
@nomoreslaves
@eutopean
@lkafle
@rubusmubu
@kuriharan
@ganjasmokercb

Top Tweeters in G4:
@sectest9
@paoloigna1
@gambiste1
@ottlegalrebels
@itknowingness
@cybersecurityn8
@websecurityit
@techjunkiejh
@dataaugmented
@dariosailor86

Top Tweeters in G5:
@cybersec_feeds
@aldoceccarelli
@benavu54
@gezgintrk
@caring_mobile
@grattonboy
@yvesmulkers
@vivekghosal
@stuartsimon
@wrix2

Top Tweeters in G6:
@jurylady5
@loupo85
@clairebotai
@marino29b
@iam__network
@tess_blue815
@johnapp63499667
@donaldndoro
@gwinniejones
@elisaelisa110

Top Tweeters in G7:
@edrormba
@abekay2
@naashonomics
@hiphopmarijuana
@frentecivico
@maneeshjuneja
@bobehayes
@pbbsrealm
@hackernoon
@johnvoelcker

Top Tweeters in G8:
@ntr_4444
@ntr____9999
@iot_automotive
@iampramoda
@gina_oconnell
@luxresearch
@ntrfangirl
@jbohnslav
@heymonthurs
@wjscheirer

Top Tweeters in G9:
@forbestech
@selfdrivingfeed
@smartcitiesdive
@cityofchandler
@euratechnologie
@auto_propre
@slatebiztech
@imec_int
@lepointinnov
@joelviseeon

Top Tweeters in G10:
@thomasclone
@scalarhumanity
@walterarseneau1
@erictixador
@peg21240
@s_laure
@tech38731
@guichongt
@ronandbernard
@thomassimon471