#selfdrivingcars, Twitter, 5/21/2020 7:39:59 AM, 227007


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#selfdrivingcars_2020-05-20_05-34-41.xlsx
#selfdrivingcars_2020-05-20_05-34-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 21, 2020
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3e3T4w5
@robotconsumer
@mikequindazzi
@enricomolinari
@mvollmer1
@guidaautonoma
@jeroenbartelse
@jblefevre60
@selfdriving360
@pradeeprao_
@haroldsinnott

Top hashtags:
#selfdrivingcars
#ai
#autonomousvehicles
#iot

Description:
Description
The graph represents a network of 2,218 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, 20 May 2020 at 12:35 UTC.

The requested start date was Wednesday, 20 May 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 15-day, 14-hour, 22-minute period from Monday, 04 May 2020 at 09:34 UTC to Tuesday, 19 May 2020 at 23:56 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 : 2218
Unique Edges : 4576
Edges With Duplicates : 9811
Total Edges : 14387
Number of Edge Types : 5
Retweet : 3755
MentionsInRetweet : 8510
Mentions : 1206
Tweet : 890
Replies to : 26
Self-Loops : 976
Reciprocated Vertex Pair Ratio : 0.0186489846663904
Reciprocated Edge Ratio : 0.0366151342554923
Connected Components : 152
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 1941
Maximum Edges in a Connected Component : 14009
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.333165
Graph Density : 0.00149960161112609
Modularity : 0.305341
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 2,218 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, 20 May 2020 at 12:35 UTC.

The requested start date was Wednesday, 20 May 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 15-day, 14-hour, 22-minute period from Monday, 04 May 2020 at 09:34 UTC to Tuesday, 19 May 2020 at 23:56 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:
[171] https://www.selfdrivingcars360.com/
[40] https://www.communications.gov.au/documents/5g-enabling-future-economy
[35] https://techxplore.com/news/2020-05-deep-image-recognition-ability-self-driving.html
[31] https://www.technative.io/artificial-intelligence-taking-driverless-navigation-up-a-gear/
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226308
[21] https://www.bloomberg.com/tosv2.html?vid=&uuid=c03c25f0-96f6-11ea-8987-f3a427234058&url=L2ZlYXR1cmVzLzIwMjAtc2VsZi1kcml2aW5nLWNhci1yYWNlLw==
[20] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[19] https://www.nytimes.com/2020/05/12/technology/self-driving-cars-coronavirus.html
[19] https://www.caranddriver.com/features/a32266303/self-driving-cars-are-taking-longer-to-build-than-everyone-thought/
[17] https://www.businessinsider.com/tesla-elon-musk-future-outlook-analysis-2020-4

Top URLs in Tweet in G1:
[169] https://www.selfdrivingcars360.com/
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226308
[20] https://www.technative.io/artificial-intelligence-taking-driverless-navigation-up-a-gear/
[18] https://www.bloomberg.com/tosv2.html?vid=&uuid=c03c25f0-96f6-11ea-8987-f3a427234058&url=L2ZlYXR1cmVzLzIwMjAtc2VsZi1kcml2aW5nLWNhci1yYWNlLw==
[14] https://blog.iammarketingmedia.com/xilinx-and-avnet-combine-to-provide-solutions-for-autonomous-car-developers/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[14] https://blog.iammarketingmedia.com/do-we-need-4-trillion-worth-of-real-estate-for-parking-places/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[14] https://singularityhub.com/2020/05/10/volvo-will-add-lidar-for-eyes-off-the-road-self-driving-cars-on-highways/#.XrnNtSFD01g.twitter
[13] https://techxplore.com/news/2020-05-deep-image-recognition-ability-self-driving.html
[13] https://www.nytimes.com/2020/05/12/technology/self-driving-cars-coronavirus.html
[13] https://www.zawya.com/mena/en/press-releases/story/Al_Zahia_deployed_the_first_driverless_car_in_the_UAE-ZAWYA20200517093550/

Top URLs in Tweet in G2:
[28] https://www.communications.gov.au/documents/5g-enabling-future-economy
[16] https://techxplore.com/news/2020-05-deep-image-recognition-ability-self-driving.html
[11] https://www.businessinsider.com/tesla-elon-musk-future-outlook-analysis-2020-4
[11] https://www.technative.io/artificial-intelligence-taking-driverless-navigation-up-a-gear/
[8] https://www.caranddriver.com/features/a32266303/self-driving-cars-are-taking-longer-to-build-than-everyone-thought/
[7] https://www.forbes.com/sites/lanceeliot/2020/05/11/the-vaunted-murder-hornet-could-ominously-be-spread-by-the-advent-of-ai-self-driving-cars/#3088d7925853
[4] https://www.strategyand.pwc.com/gx/en/insights/2019/digital-auto-report/digital-auto-report-2019.pdf
[4] https://vrscout.com/news/wayray-reality-hackathon-true-ar/
[3] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[3] https://www.sae.org/news/press-room/2018/12/sae-international-releases-updated-visual-chart-for-its-%E2%80%9Clevels-of-driving-automation%E2%80%9D-standard-for-self-driving-vehicles

Top URLs in Tweet in G3:
[2] https://singularityhub.com/2020/05/10/volvo-will-add-lidar-for-eyes-off-the-road-self-driving-cars-on-highways/
[2] https://searchaws.techtarget.com/feature/Amazon-moves-into-autonomous-vehicle-market
[1] https://nrf.com/blog/following-5g
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=c03c25f0-96f6-11ea-8987-f3a427234058&url=L2ZlYXR1cmVzLzIwMjAtc2VsZi1kcml2aW5nLWNhci1yYWNlLw==
[1] https://twitter.com/i/web/status/1192864360223399938
[1] https://www.kcore-analytics.com/search/?keyword=%23Driverlesscars
[1] https://www.forbes.com/sites/enriquedans/2020/05/09/why-electric-vehicles-are-going-to-take-over-theworld/
[1] https://twitter.com/i/web/status/1262673585598009345
[1] https://twitter.com/i/web/status/1259558322606272512
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225837

Top URLs in Tweet in G4:
[3] https://www.businessinsider.com/tesla-elon-musk-future-outlook-analysis-2020-4
[3] https://www.nytimes.com/2020/05/12/technology/self-driving-cars-coronavirus.html
[3] https://www.communications.gov.au/documents/5g-enabling-future-economy
[2] https://www.businessinsider.com/tesla-elon-musk-future-outlook-analysis-2020-4?r=DE&IR=T
[1] https://www.nytimes.com/2020/05/13/business/auto-industry-pandemic.html
[1] https://www.wired.com/story/relentless-startup-fast-tracking-fords-self-driving-cars/
[1] https://twitter.com/i/web/status/1260533921193832448
[1] https://twitter.com/i/web/status/1259339850999836672
[1] https://www.cnbc.com/2020/04/27/coronavirus-cvs-ups-delivering-prescriptions-with-drones.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225837

Top URLs in Tweet in G5:
[6] https://blog.centurylink.com/how-many-bytes-to-the-gallon-the-data-challenge-of-autonomous-vehicles/?utm_source=everyone
[3] http://theherdlocker.com/tweet/popularity/selfDrivingCars
[2] https://twitter.com/Reuters/status/1257953461716561922
[2] https://www.theverge.com/2020/5/6/21248415/volvo-luminar-lidar-self-driving-highway-pilot-spa2
[2] https://podcasts.apple.com/ca/podcast/official-trailer/id1506600758?i=1000470654182
[2] https://twitter.com/intent/tweet?text=Gramercy%20Media%20-%20Official%20Trailer%20-%20https%3A%2F%2Fpodcasts.apple.com%2Fca%2Fpodcast%2Fofficial-trailer%2Fid1506600758%3Fi%3D1000470654182%20%23iTunes&url=&original_referer=
[1] https://twitter.com/wef/status/1257097622940192770
[1] https://www.theverge.com/2020/4/23/21233085/v2x-vehicle-to-everything-fcc-safety-spectrum-airwaves-wifi
[1] https://www.forbes.com/sites/rahulrazdan/2020/05/02/is-automotive-cybersecurity-a-national-defense-issue-/#6beeaa081b75
[1] https://twitter.com/CelineDarnet_/status/1256850217611202560

Top URLs in Tweet in G6:
[2] https://www.kcore-analytics.com/search/?keyword=%23Driverlesscars
[1] https://twitter.com/i/web/status/1259367339507712002
[1] https://techxplore.com/news/2020-05-deep-image-recognition-ability-self-driving.html
[1] https://www.businessinsider.com/tesla-elon-musk-future-outlook-analysis-2020-4
[1] https://www.forbes.com/sites/lanceeliot/2020/05/02/ai-might-trick-us-by-pretending-to-be-dimwitted-including-for-self-driving-cars/
[1] https://www.mentalfloss.com/article/623732/early-attempts-self-driving-cars?utm_source=digg

Top URLs in Tweet in G7:
[4] https://www.youtube.com/watch?v=QggvjCYm-FA&feature=youtu.be

[2] https://spectrum.ieee.org/cars-that-think/sensors/automotive-sensors/volvo-and-lidarmaker-luminar-to-deliver-handsfree-driving-by-2022
[1] https://twitter.com/i/web/status/1259755148164902913
[1] https://www.automotive-iq.com/autonomous-drive/interviews/qa-pierre-lefevre-coast-autonomous
[1] https://www.automotive-iq.com/electrics-electronics/news/auto-iq-weekly-news-including-tesla-cruise-volvo-and-waymo
[1] https://www.carandbike.com/news/teslas-full-self-driving-feature-to-become-more-expensive-from-july-1-elon-musk-2231305
[1] http://overdrive.in/news-cars-auto/next-generation-volvo-cars-to-get-lidar-equipped-self-driving-abilities/
[1] https://twitter.com/i/web/status/1258826568207654917
[1] https://ideas.ted.com/many-of-us-thought-wed-be-riding-in-ai-driven-cars-by-now-what-happened/
[1] https://twitter.com/mashable/status/1261417825564012544

Top URLs in Tweet in G8:
[15] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[3] https://www.theverge.com/2020/5/4/21246672/intel-moovit-acquisition-self-driving-mobility-robotaxi
[3] https://cleantechnica.com/2020/05/15/tesla-fast-tracking-full-self-driving-development-with-advanced-neural-net-training-techniques/
[1] https://twitter.com/i/web/status/1262624176713670656
[1] https://twitter.com/i/web/status/1258611349342601218
[1] https://thenewsregion.com/inside-car-camera-and-explanation-from-tesla/
[1] https://techxplore.com/news/2020-05-deep-image-recognition-ability-self-driving.html
[1] https://twitter.com/i/web/status/1259653498766909441
[1] https://www.communications.gov.au/documents/5g-enabling-future-economy

Top URLs in Tweet in G9:
[4] https://www.forbes.com/sites/lanceeliot/2020/05/04/navy-releases-ufo-videos-ai-self-driving-cars-might-solve-these-mysteries/
[3] https://www.forbes.com/sites/lanceeliot/2020/05/11/the-vaunted-murder-hornet-could-ominously-be-spread-by-the-advent-of-ai-self-driving-cars/
[2] https://www.forbes.com/sites/lanceeliot/2020/05/14/patent-office-declares-ai-cannot-be-an-inventor-stuns-ai-devotees-has-impacts-for-self-driving-cars/
[2] https://www.forbes.com/sites/lanceeliot/2020/05/16/lawsuit-against-tesla-for-autopilot-engaged-pedestrian-death-could-disrupt-full-self-driving-progress/
[2] https://www.forbes.com/sites/lanceeliot/2020/05/18/sundays-nascar-racing-results-if-there-were-self-driving-cars-included/
[2] https://www.apex.ai/autoware-course
[1] https://twitter.com/i/web/status/1262809193137844224
[1] https://www.forbes.com/sites/lanceeliot/2020/05/08/how-to-win-a-million-dollars-via-your-ai-and-meanwhile-benefit-humanity/
[1] https://twitter.com/i/web/status/1259148861777408001
[1] https://www.aitrends.com/ai-insider/rewilding-of-ai-autonomous-cars-the-final-era/

Top URLs in Tweet in G10:
[4] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226308
[1] https://twitter.com/ingliguori/status/1258152776309358592
[1] https://twitter.com/jblefevre60/status/1257006068133236738
[1] https://twitter.com/CurieuxExplorer/status/1261688078390841345

Top Domains
Top Domains in Tweet in Entire Graph:
[315] iammarketingmedia.com
[260] twitter.com
[238] selfdrivingcars360.com
[93] forbes.com
[50] theverge.com
[40] nodexlgraphgallery.org
[40] gov.au
[36] techxplore.com
[31] nytimes.com
[31] bloomberg.com

Top Domains in Tweet in G1:
[314] iammarketingmedia.com
[235] selfdrivingcars360.com
[157] twitter.com
[62] forbes.com
[35] theverge.com
[26] nodexlgraphgallery.org
[26] aci.it
[25] hdmotori.it
[23] nytimes.com
[22] bloomberg.com

Top Domains in Tweet in G2:
[28] gov.au
[22] twitter.com
[16] techxplore.com
[12] forbes.com
[11] businessinsider.com
[11] technative.io
[8] caranddriver.com
[6] nodexlgraphgallery.org
[4] pwc.com
[4] vrscout.com

Top Domains in Tweet in G3:
[5] twitter.com
[2] singularityhub.com
[2] nodexlgraphgallery.org
[2] techtarget.com
[1] nrf.com
[1] bloomberg.com
[1] kcore-analytics.com
[1] forbes.com
[1] mashable.com
[1] flip.it

Top Domains in Tweet in G4:
[6] twitter.com
[5] businessinsider.com
[4] nytimes.com
[3] gov.au
[1] wired.com
[1] cnbc.com
[1] nodexlgraphgallery.org
[1] mckinsey.com
[1] gartner.com
[1] caranddriver.com

Top Domains in Tweet in G5:
[28] twitter.com
[9] linkedin.com
[6] centurylink.com
[3] theverge.com
[3] apple.com
[3] theherdlocker.com
[3] pioneeringminds.com
[2] youtube.com
[2] venturebeat.com
[2] businessinsider.com

Top Domains in Tweet in G6:
[2] kcore-analytics.com
[1] twitter.com
[1] techxplore.com
[1] businessinsider.com
[1] forbes.com
[1] mentalfloss.com

Top Domains in Tweet in G7:
[5] twitter.com
[4] youtube.com
[2] automotive-iq.com
[2] ieee.org
[2] theverge.com
[2] linkedin.com
[1] carandbike.com
[1] overdrive.in
[1] ted.com
[1] futurecar.com

Top Domains in Tweet in G8:
[15] holoniq.com
[3] twitter.com
[3] theverge.com
[3] cleantechnica.com
[1] thenewsregion.com
[1] techxplore.com
[1] gov.au

Top Domains in Tweet in G9:
[14] forbes.com
[7] twitter.com
[2] aitrends.com
[2] apex.ai

Top Domains in Tweet in G10:
[4] nodexlgraphgallery.org
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2511] selfdrivingcars
[1544] ai
[1296] autonomousvehicles
[983] iot
[749] selfdriving
[673] tesla
[600] 5g
[585] robotics
[565] driverless
[509] driverlesscars



Top Hashtags in Tweet in G1:
[1518] selfdrivingcars
[922] autonomousvehicles
[788] ai
[672] selfdriving
[532] iot
[491] driverlesscars
[485] driverless
[425] 5g
[395] cars
[369] autonomous

Top Hashtags in Tweet in G2:
[457] ai
[401] selfdrivingcars
[266] iot
[169] robotics
[147] tesla
[144] machinelearning
[137] autonomousvehicles
[129] deeplearning
[122] 5g
[114] human

Top Hashtags in Tweet in G3:
[122] tesla
[85] ai
[64] selfdrivingcars
[57] iot
[38] drone
[37] jet
[37] hoverboard
[22] autonomousvehicles
[14] autonomous
[10] electric

Top Hashtags in Tweet in G4:
[135] tesla
[61] selfdrivingcars
[58] autonomousvehicles
[47] tech
[45] ai
[35] sustainability
[35] sdgs
[35] futureofwork
[28] electric
[28] solar

Top Hashtags in Tweet in G5:
[105] selfdrivingcars
[22] autonomousvehicles
[17] ai
[12] 5g
[10] selfdriving
[9] driverlesscars
[9] tesla
[8] iot
[8] autonomousdriving
[7] robotics

Top Hashtags in Tweet in G6:
[77] tesla
[24] ai
[18] selfdrivingcars
[15] deeplearning
[14] autonomousvehicles
[8] iot
[5] robotics
[5] digitaltransformation
[4] artificialintelligence
[4] selfdriving

Top Hashtags in Tweet in G7:
[27] selfdrivingcars
[6] automotive
[5] autonomousvehicles
[5] tesla
[5] robotaxi
[4] logistics
[4] ai
[4] lidar
[4] libertarian
[3] autoiq

Top Hashtags in Tweet in G8:
[62] emergingtech
[62] ar
[60] infographic
[60] iot
[54] technology
[50] makeyourownlane
[45] ciso
[45] cloud
[44] iaas
[42] selfdrivingcars

Top Hashtags in Tweet in G9:
[18] selfdrivingcars
[13] autonomousdriving
[13] autonomousvehicles
[12] aitrends
[12] selfdriving
[12] ai
[12] techbrium
[12] forbes
[12] cars
[12] tech

Top Hashtags in Tweet in G10:
[22] selfdrivingcars
[13] technology
[13] tech
[12] innovation
[10] tech4all
[9] ai
[8] emergency
[8] innovative
[7] autonomousvehicles
[6] iot

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1519] #selfdrivingcars
[920] #autonomousvehicles
[778] #ai
[747] read
[684] #selfdriving
[651] driving
[576] gt
[530] #iot
[497] self
[491] #driverlesscars

Top Words in Tweet in G2:
[1190] gt
[435] #ai
[401] #selfdrivingcars
[387] mikequindazzi
[266] #iot
[177] jblefevre60
[169] #robotics
[159] driving
[150] ingliguori
[148] spirosmargaris

Top Words in Tweet in G3:
[229] jblefevre60
[126] paula_piccard
[122] #tesla
[120] alvinfoo
[118] mvollmer1
[118] future
[116] haroldsinnott
[115] ht
[114] trucks
[113] kashthefuturist

Top Words in Tweet in G4:
[170] mvollmer1
[151] jblefevre60
[136] future
[135] #tesla
[128] ht
[124] trucks
[114] mikequindazzi
[99] ronald_vanloon
[95] tomraftery
[95] helene_wpli

Top Words in Tweet in G5:
[105] #selfdrivingcars
[29] driving
[22] self
[21] #autonomousvehicles
[20] autonomous
[17] cars
[17] #ai
[15] vehicles
[12] car
[12] #5g

Top Words in Tweet in G6:
[77] #tesla
[75] jblefevre60
[72] future
[69] trucks
[68] ht
[68] mvollmer1
[60] heinzvhoenen
[60] fabriziobustama
[59] pascal_bornet
[59] frronconi

Top Words in Tweet in G7:
[28] tesla
[27] #selfdrivingcars
[20] driving
[14] volvocars
[13] cars
[12] hands
[11] luminartech
[11] please
[11] check
[11] make

Top Words in Tweet in G8:
[165] gt
[79] mikequindazzi
[62] #emergingtech
[62] leverages
[62] #ar
[62] help
[62] drivers
[62] see
[62] invisible
[60] #infographic

Top Words in Tweet in G9:
[35] autoware
[35] foundation
[35] series
[34] free
[33] attn
[33] developers
[33] offering
[33] 14
[33] hour
[33] lecture

Top Words in Tweet in G10:
[22] #selfdrivingcars
[13] #technology
[13] #tech
[12] #innovation
[10] #tech4all
[9] #ai
[9] sirtouati
[8] terrain
[8] #emergency
[8] realtechmatters

Top Word Pairs
Top Word Pairs in Tweet in G2:
[490] gt,gt
[461] mikequindazzi,gt
[445] #ai,#iot
[401] gt,#ai
[381] #ai,#machinelearning
[365] nvidia,mikequindazzi
[349] #human,intervention
[304] #autonomousvehicle,driving
[292] driving,#human
[258] spirosmargaris,haroldsinnott

Top Word Pairs in Tweet in G3:
[789] mvollmer1,future
[178] future,#tesla
[162] #tesla,trucks
[119] trucks,ht
[118] ht,jblefevre60
[109] jblefevre60,rwang0
[95] rwang0,paula_piccard
[92] paula_piccard,haroldsinnott
[92] haroldsinnott,jblefevre60
[90] jblefevre60,alvinfoo

Top Word Pairs in Tweet in G4:
[114] future,#tesla
[114] #tesla,trucks
[114] trucks,ht
[114] ht,jblefevre60
[114] mvollmer1,future
[112] tomraftery,helene_wpli
[112] helene_wpli,ronald_vanloon
[112] ronald_vanloon,mikequindazzi
[112] mikequindazzi,mhcommunicate
[112] jblefevre60,tomraftery

Top Word Pairs in Tweet in G5:
[123] self,driving
[123] autonomous,vehicles
[123] driving,cars
[122] #autonomousvehicles,#selfdrivingcars
[117] solve,data
[95] data,challenge
[95] challenge,autonomous
[94] vehicles,according
[94] according,blog
[93] blog,#collaboration

Top Word Pairs in Tweet in G6:
[22] future,#tesla
[12] #tesla,trucks
[11] mvollmer1,future
[6] trucks,ht
[6] ht,jblefevre60
[6] jblefevre60,pascal_bornet
[6] pascal_bornet,heinzvhoenen
[6] heinzvhoenen,fabriziobustama
[6] fabriziobustama,frronconi
[6] frronconi,mirko_ross

Top Word Pairs in Tweet in G7:
[69] please,check
[69] check,tesla
[66] tesla,make
[66] make,sure
[66] happen,came
[59] came,whilst
[59] whilst,driving
[59] driving,know
[59] jasontuatara,please
[59] sure,doesn

Top Word Pairs in Tweet in G8:
[11] gt,gt
[11] #emergingtech,leverages
[11] leverages,#ar
[11] #ar,help
[11] help,drivers
[11] drivers,see
[11] see,invisible
[11] passion,#technology
[10] #technology,#emergingtech
[10] invisible,nissan

Top Word Pairs in Tweet in G9:
[110] autoware,foundation
[62] attn,developers
[62] developers,autoware
[62] foundation,offering
[62] offering,free
[62] free,14
[62] 14,hour
[54] hour,lecture
[54] lecture,series
[54] series,re

Top Word Pairs in Tweet in G10:
[35] terrain,#selfdrivingcars
[33] #selfdrivingcars,#emergency
[33] #emergency,realtechmatters
[33] realtechmatters,#technology
[33] #technology,#tech
[33] #tech,#tech4all
[33] #tech4all,#innovation
[33] #innovation,#innovative
[33] sirtouati,terrain
[33] #innovative,#innovati

Top Replied-To
Top Replied-To in Entire Graph:
@tesla
@adavies47
@cognitivepilot
@sebastianthrun
@jayd360
@cleantechnica
@andrewyang
@cvspharmacy
@mobileye
@propelmee

Top Replied-To in G1:
@adavies47
@gussautomation
@nvidiadrive
@propelmee
@sebastianthrun
@cognitivepilot
@jayd360
@andrewyang
@waymo
@selfdriving360

Top Replied-To in G2:
@mikequindazzi
@haroldsinnott

Top Replied-To in G4:
@cvspharmacy

Top Replied-To in G7:
@tesla
@tintdepot
@cleantechnica

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@jblefevre60
@mvollmer1
@guidaautonoma
@haroldsinnott
@jeroenbartelse
@selfdriving360
@spirosmargaris
@nvidia
@rwang0

Top Mentioned in G1:
@guidaautonoma
@selfdriving360
@jeroenbartelse
@iam__network
@mikequindazzi
@spirosmargaris
@nvidia
@enricomolinari
@marcusborba
@mvollmer1

Top Mentioned in G2:
@mikequindazzi
@jblefevre60
@spirosmargaris
@nvidia
@haroldsinnott
@marcusborba
@mvollmer1
@pradeeprao_
@ingliguori
@rwang0

Top Mentioned in G3:
@paula_piccard
@alvinfoo
@mvollmer1
@jblefevre60
@haroldsinnott
@kashthefuturist
@rwang0
@an
@enricomolinari
@gigadgets_

Top Mentioned in G4:
@mvollmer1
@jblefevre60
@mikequindazzi
@ronald_vanloon
@tomraftery
@helene_wpli
@mhcommunicate
@kuriharan
@wef
@haroldsinnott

Top Mentioned in G5:
@tripontech
@kritikaltalk

Top Mentioned in G6:
@jblefevre60
@mvollmer1
@heinzvhoenen
@fabriziobustama
@pascal_bornet
@frronconi
@mirko_ross
@modisfrance
@haroldsinnott

Top Mentioned in G7:
@tesla
@volvocars
@luminartech
@jasontuatara
@elonmusk
@wr4nygov
@ucsandiego
@janellecshane
@judgejimpgray
@ucsdjacobs

Top Mentioned in G8:
@mikequindazzi
@thomas_harrer
@nissan
@sheena2804
@girardmaxime33
@holoniq
@dimitrihommel
@pradeeprao_
@desmondyuen1

Top Mentioned in G9:
@apexai_inc
@lanceeliot
@map4_jp
@tier_iv_japan
@veoneer
@applusidiada
@suaave_project
@vivekchand19
@car2tera_h2020
@perceptive_auto

Top Mentioned in G10:
@sirtouati
@realtechmatters
@bviseeon
@joelvec1
@robot
@guidaautonoma
@mikequindazzi
@mvollmer1
@lafrenchtech

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@clairebotai
@annemariayritys
@chidambara09
@evankirstel
@cybersec_feeds
@sudeepkhatri
@gambiste1
@andyvermaut
@pitarampal

Top Tweeters in G1:
@sectest9
@clairebotai
@chidambara09
@evankirstel
@cybersec_feeds
@pitarampal
@ottlegalrebels
@scott1984fp
@iam__network
@business

Top Tweeters in G2:
@businessinsider
@bot_innovation
@nmugai
@andrewmorrisuk
@nicochan33
@trippbraden
@gezgintrk
@shicooks
@gvalan
@bar_zie

Top Tweeters in G3:
@annemariayritys
@andyvermaut
@santchiweb
@fintechna
@tres444
@marshacollier
@valaafshar
@simonlporter
@rwang0
@michaelpurvis64

Top Tweeters in G4:
@sudeepkhatri
@ronthornton
@calcaware
@akwyz
@nomoreslaves
@purrcival1
@kuriharan
@vivekghosal
@stuartsimon
@ene3112

Top Tweeters in G5:
@loretta_stiles
@insidethegames
@douglasgardham
@toyertoys
@sladegrantham
@mypalsammy
@tommy1569
@andresvarela
@lesfilles_aussi
@bahree

Top Tweeters in G6:
@thomasclone
@ganjasmokercb
@enrirosasdiaz
@ccprakay
@digitalogi
@startup_nerd
@serpil_ozguven
@therealfs0c1ety
@fabriziobustama
@lrasquilha

Top Tweeters in G7:
@amazingchevvolt
@ailsaforshaw
@param_sidhu77
@wboricua98
@scitechmachine
@google
@qualityisarul3
@darszym1
@mercedesbenz
@pokergod420

Top Tweeters in G8:
@josjosmar59
@serverlessfan
@machine_ml
@jesirok
@abdulla26726015
@majorexxt
@callmenickwoods
@msarozz
@nitinramrap
@dimitrihommel

Top Tweeters in G9:
@starcolombo
@sanamforoughi
@jimkelly522
@iot_automotive
@yukikitsukawa
@larreamikel
@canaanpartners
@yukky_saito
@fab_mob
@joespeeds

Top Tweeters in G10:
@gl650_lynneg
@forbestech
@selfdrivingfeed
@jeremyhawkins99
@giogreatti
@electivenow
@socialtmantra
@robotics
@passion_4tech
@euratechnologie