#selfdrivingcars, Twitter, 2/14/2020 3:14:06 PM, 221135


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#selfdrivingcars_2020-02-12_12-45-03.xlsx
#selfdrivingcars_2020-02-12_12-45-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 14, 2020
Short Description:
#selfdrivingcars via NodeXL http://bit.ly/2SMTMor
@robotconsumer
@mikequindazzi
@jeroenbartelse
@ronald_vanloon
@enricomolinari
@selfdriving360
@glengilmore
@ipfconline1
@guidaautonoma
@seeker

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

Description:
Description
The graph represents a network of 1,934 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, 12 February 2020 at 20:46 UTC.

The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 7-day, 12-hour, 6-minute period from Tuesday, 04 February 2020 at 12:31 UTC to Wednesday, 12 February 2020 at 00:38 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 : 1934
Unique Edges : 4891
Edges With Duplicates : 4759
Total Edges : 9650
Number of Edge Types : 4
MentionsInRetweet : 8365
Mentions : 822
Replies to : 26
Tweet : 437
Self-Loops : 437
Reciprocated Vertex Pair Ratio : 0.0105719237435009
Reciprocated Edge Ratio : 0.0209226547761962
Connected Components : 116
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 1720
Maximum Edges in a Connected Component : 9407
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.473355
Graph Density : 0.00155974900639896
Modularity : 0.385185
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,934 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, 12 February 2020 at 20:46 UTC.

The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 7-day, 12-hour, 6-minute period from Tuesday, 04 February 2020 at 12:31 UTC to Wednesday, 12 February 2020 at 00:38 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:
[83] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[71] https://www.selfdrivingcars360.com/
[64] https://www.forbes.com/sites/nargessbanks/2020/02/09/autonomous-drive-pix-moving/#6f1e7cb1104c
[33] https://www.linkedin.com/pulse/how-sensors-paving-way-autonomous-cars-pinaki-laskar
[24] 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
[21] https://youtu.be/tq84O4-BPIs
[20] https://snip.ly/i93vmu
[19] https://www.weforum.org/agenda/2020/01/5g-is-about-to-change-the-world-in-ways-we-cant-even-imagine-yet
[17] https://www.extremetech.com/computing/305691-the-future-of-sensors-for-self-driving-cars-all-roads-all-conditions
[17] https://www.wired.com/story/investors-hit-brakes-automotive-startups/

Top URLs in Tweet in G1:
[59] https://www.selfdrivingcars360.com/
[28] https://www.linkedin.com/pulse/how-sensors-paving-way-autonomous-cars-pinaki-laskar
[14] https://snip.ly/i93vmu
[14] https://www.weforum.org/agenda/2020/01/5g-is-about-to-change-the-world-in-ways-we-cant-even-imagine-yet
[13] https://www.wired.com/story/investors-hit-brakes-automotive-startups/
[10] https://engineering.columbia.edu/press-releases/liability-human-autonomous-vehicle
[9] https://cnaluxury.channelnewsasia.com/obsessions/car-to-x-communications-12404530
[8] https://www.bmwblog.com/2020/02/10/video-how-bmw-is-developing-autonomous-driving-cars/
[8] https://www.extremetech.com/computing/305691-the-future-of-sensors-for-self-driving-cars-all-roads-all-conditions
[7] https://www.theverge.com/2020/2/6/21125358/nuro-self-driving-delivery-robot-r2-fmvss-exemption

Top URLs in Tweet in G2:
[60] https://www.forbes.com/sites/nargessbanks/2020/02/09/autonomous-drive-pix-moving/#6f1e7cb1104c
[12] https://www.pymnts.com/news/merchant-innovation/2020/fiat-chrysler-to-debut-robot-taxis-in-china/
[11] https://www.bloomberg.com/tosv2.html?vid=&uuid=9cf52ea0-4a04-11ea-bae2-8964fa751bd0&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wMi0wNi9tb3JhbGx5LWV0aGljYWwtc2VsZi1kcml2aW5nLWNhcnMtYXJlLXRoZS1uZXh0LXJlYWwtY2hhbGxlbmdl
[8] https://www.theinformation.com/articles/money-pit-self-driving-cars-16-billion-cash-burn
[8] https://europe.autonews.com/automakers/autonomous-vehicle-optimism-undergoes-reality-check
[7] https://www.theguardian.com/business/2020/feb/05/nissan-self-driving-car-leaf-longest-journey
[7] https://www.selfdrivingcars360.com/
[7] http://news.mit.edu/2019/predicting-driving-personalities-1118#.XjAnZIjqmD8.twitter
[6] https://snip.ly/i93vmu
[6] https://youtu.be/tq84O4-BPIs

Top URLs in Tweet in G3:
[70] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[10] https://twitter.com/MikeQuindazzi
[8] https://twitter.com/dgrandat
[3] https://cradlepoint.com/sites/default/files/pathway-to-5g-report-2.pdf
[3] https://twitter.com/chboursin
[3] https://www.extremetech.com/computing/305691-the-future-of-sensors-for-self-driving-cars-all-roads-all-conditions
[2] https://twitter.com/guidaautonoma
[2] https://twitter.com/HaroldSinnott
[2] https://www.newstreet.it/news/drive-2-the-future-guida-autonoma/
[2] https://olivercameron.substack.com/p/the-more-data-the-better-right

Top URLs in Tweet in G4:
[5] http://datahacker.rs/top-5-benefits-of-self-driving-cars/
[4] http://datahacker.rs/the-moral-dilemma-of-self-driving-cars/
[3] http://datahacker.rs
[3] https://www.linkedin.com/pulse/how-sensors-paving-way-autonomous-cars-pinaki-laskar
[1] https://twitter.com/i/web/status/1227284930498981889
[1] https://marker.medium.com/self-driving-cars-and-wearable-tech-will-end-insurance-as-we-know-it-c80886c6f7d8
[1] https://www.forbes.com/sites/lanceeliot/2020/02/08/those-three-clever-dogs-trained-to-drive-a-car-provide-valuable-lessons-for-ai-self-driving-cars/
[1] https://cleantechnica.com/2020/02/06/tesla-is-a-tech-company-heres-why/
[1] https://twitter.com/i/web/status/1226436417884237824
[1] https://twitter.com/i/web/status/1226519738597154818

Top URLs in Tweet in G5:
[13] 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
[8] https://youtu.be/tq84O4-BPIs
[6] https://venturebeat.com/2020/02/03/new-data-set-helps-train-cars-to-drive-autonomously-in-winter-weather/
[6] https://www.aitrends.com/ai-insider/ethics-in-ai-awareness-and-ai-autonomous-cars/
[5] https://youtu.be/hHuDLvP_4ig
[5] https://www.cnn.com/2020/02/06/tech/nuro-self-driving-vehicle-houston-dot/index.html
[4] https://www.supplychaintoday.com/the-age-artificial-intelligence-and-beyond/
[3] https://www.forbes.com/sites/forbestechcouncil/2020/02/04/what-cybersecurity-operations-can-learn-from-self-driving-trucks/
[3] https://www.theverge.com/2020/2/5/21123049/waymo-self-driving-cars-workers-vendor-contracts-benefits-needles
[3] https://seekingalpha.com/article/4322411-lidar-discussing-best-autonomous-driving-sensor-suite

Top URLs in Tweet in G6:
[4] https://github.com/lexfridman/mit-deep-learning
[2] https://techaeris.com/2020/02/07/will-self-driving-cars-create-more-distracted-drivers/
[1] https://www.gutenberg.org/files/61309/61309-h/61309-h.htm
[1] http://www.globalbigdataconference.com/news/144914/the-hunt-for-security-flaws-in-self-driving-cars-steps-up-a-gear.html
[1] https://www.linkedin.com/slink?code=dyPCXth
[1] https://www.forbes.com/sites/scottcorwin/2020/01/10/self-driving-cars-may-never-dominateand-thats-ok/
[1] https://twitter.com/BertrandDuflos/status/1225085370745966593
[1] https://soundcloud.com/user-127886587/29-ethical-dilemmas-of-autonomous-vehicles
[1] http://joebarkai.com/i-wouldnt-ever-sit-my-butt-in-a-self-driving-car/
[1] https://www.wired.com/story/snow-ice-pose-vexing-obstacle-self-driving-cars/

Top URLs in Tweet in G7:
[2] https://podcasts.apple.com/us/podcast/autonomous-cars-with-marc-hoag/id1353975287
[1] https://twitter.com/i/web/status/1226389367155052544
[1] https://twitter.com/i/web/status/1226386822709772288
[1] https://twitter.com/i/web/status/1227087603318566912
[1] https://youtu.be/tq84O4-BPIs
[1] https://europe.autonews.com/automakers/autonomous-vehicle-optimism-undergoes-reality-check
[1] https://twitter.com/i/web/status/1226737602125975552
[1] https://podcasts.apple.com/us/podcast/id1353975287
[1] https://www.thenational.ae/uae/transport/dubai-enacts-new-rules-for-testing-driverless-cars-and-accident-responsibility-1.973945

Top URLs in Tweet in G8:
[3] https://venturebeat.com/2020/02/05/gms-cruise-now-has-roughly-1800-employees-working-on-self-driving-cars/
[2] https://www.extremetech.com/computing/305691-the-future-of-sensors-for-self-driving-cars-all-roads-all-conditions
[1] https://www.thisismoney.co.uk/money/cars/article-7968813/Self-driving-Nissan-Leaf-electric-car-navigated-230-miles-UK-roads.html
[1] https://metro.co.uk/2020/02/05/top-secret-car-sets-autonomous-record-230-mile-drive-across-uk-12185442/

Top URLs in Tweet in G9:
[8] https://techmeru.com/why-big-data-future-of-self-driving-cars/
[4] https://360.here.com/future-smart-car-technology?cid=Auto-Twitter_Comms-FD-0-360Blog-&utm_source=Twitter&utm_medium=paidsocial&utm_campaign=Online_CommsUp_2020
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=9cf52ea0-4a04-11ea-bae2-8964fa751bd0&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wMi0wNi9tb3JhbGx5LWV0aGljYWwtc2VsZi1kcml2aW5nLWNhcnMtYXJlLXRoZS1uZXh0LXJlYWwtY2hhbGxlbmdl
[2] https://nationalinterest.org/blog/buzz/you-dont-really-need-5g-your-self-driving-car-does-117286
[2] https://www.zdnet.com/article/the-hunt-for-security-flaws-in-self-driving-cars-steps-up-a-gear/
[1] https://www.weforum.org/agenda/2020/01/5g-is-about-to-change-the-world-in-ways-we-cant-even-imagine-yet
[1] https://www.zdnet.com/article/connected-cars-how-5g-and-iot-will-affect-the-auto-industry/

Top Domains
Top Domains in Tweet in Entire Graph:
[321] twitter.com
[115] forbes.com
[83] holoniq.com
[81] selfdrivingcars360.com
[53] theverge.com
[46] linkedin.com
[42] wired.com
[34] youtu.be
[28] venturebeat.com
[25] aci.it

Top Domains in Tweet in G1:
[109] twitter.com
[69] selfdrivingcars360.com
[34] linkedin.com
[25] theverge.com
[24] aci.it
[22] wired.com
[22] forbes.com
[19] hdmotori.it
[16] weforum.org
[14] venturebeat.com

Top Domains in Tweet in G2:
[80] forbes.com
[34] twitter.com
[12] pymnts.com
[11] youtu.be
[11] bloomberg.com
[9] theinformation.com
[8] autonews.com
[8] wired.com
[7] theguardian.com
[7] selfdrivingcars360.com

Top Domains in Tweet in G3:
[88] twitter.com
[70] holoniq.com
[5] theverge.com
[3] cradlepoint.com
[3] extremetech.com
[2] linkedin.com
[2] newstreet.it
[2] substack.com
[1] datahacker.rs
[1] venturebeat.com

Top Domains in Tweet in G4:
[12] datahacker.rs
[11] twitter.com
[3] linkedin.com
[2] forbes.com
[1] medium.com
[1] cleantechnica.com
[1] wired.com
[1] seekingalpha.com
[1] reuters.com
[1] landline.media

Top Domains in Tweet in G5:
[19] theverge.com
[16] twitter.com
[13] youtu.be
[7] forbes.com
[6] venturebeat.com
[6] aitrends.com
[6] cnn.com
[4] wired.com
[4] supplychaintoday.com
[3] caranddriver.com

Top Domains in Tweet in G6:
[25] twitter.com
[5] linkedin.com
[4] github.com
[3] wired.com
[3] reuters.com
[3] cdrinfo.com
[2] forbes.com
[2] futurecar.com
[2] co.uk
[2] cnbc.com

Top Domains in Tweet in G7:
[4] twitter.com
[3] apple.com
[1] youtu.be
[1] autonews.com
[1] thenational.ae

Top Domains in Tweet in G8:
[3] venturebeat.com
[2] extremetech.com
[2] co.uk

Top Domains in Tweet in G9:
[8] techmeru.com
[4] here.com
[3] zdnet.com
[3] bloomberg.com
[2] nationalinterest.org
[1] weforum.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2363] selfdrivingcars
[1672] ai
[1459] iot
[962] 5g
[802] ar
[763] autonomousvehicles
[642] emergingtech
[511] machinelearning
[406] gdp
[345] selfdriving



Top Hashtags in Tweet in G1:
[664] selfdrivingcars
[566] ai
[405] iot
[279] autonomousvehicles
[273] 5g
[202] selfdriving
[183] driverlesscars
[165] machinelearning
[154] driverless
[127] robots

Top Hashtags in Tweet in G2:
[419] selfdrivingcars
[184] ai
[160] autonomousvehicles
[100] iot
[83] 3d
[75] driverlesscars
[71] selfdriving
[68] driverless
[48] 5g
[37] ar

Top Hashtags in Tweet in G3:
[682] iot
[640] ai
[615] selfdrivingcars
[590] ar
[523] 5g
[480] emergingtech
[348] gdp
[289] 4ir
[286] robotic
[286] autonomos

Top Hashtags in Tweet in G4:
[216] selfdrivingcars
[188] ai
[163] iot
[132] smartcities
[28] mwc20
[27] autonomous
[25] autonomousvehicles
[22] 5g
[22] cars
[21] selfdriving

Top Hashtags in Tweet in G5:
[82] selfdrivingcars
[47] ai
[35] autonomousvehicles
[25] machinelearning
[15] 5g
[10] iot
[8] digitaltransformation
[7] python
[7] programming
[6] aiethics

Top Hashtags in Tweet in G6:
[76] selfdrivingcars
[10] autonomousvehicles
[7] selfdriving
[7] autonomousdriving
[6] iot
[6] mobility
[6] autonomous
[6] ai
[5] ml
[5] uber

Top Hashtags in Tweet in G7:
[63] selfdrivingcars
[60] iot
[56] ar
[56] smartcities
[55] emergingtech
[55] mwc20
[55] 5g
[6] ai
[5] autonomousvehicles
[3] autonomouscars

Top Hashtags in Tweet in G8:
[34] autonomousvehicles
[31] selfdrivingcars
[15] automotive
[14] lasvegas
[14] selfdriving
[8] ai
[5] driverlesscar
[5] electricvehicles
[5] evs
[5] autonomousdriving

Top Hashtags in Tweet in G9:
[21] selfdrivingcars
[16] iot
[13] 5g
[8] bigdata
[8] tesla
[8] emergingtech
[8] ar
[7] tech
[7] future
[5] artificialintelligence

Top Hashtags in Tweet in G10:
[16] selfdrivingcars
[2] driverlesscars

Top Words
Top Words in Tweet in Entire Graph:
[1858] Words in Sentiment List#1: Positive
[1384] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[93349] Non-categorized Words
[96591] Total Words
[6002] gt
[2520] mikequindazzi
[2356] #selfdrivingcars
[1671] #ai
[1456] #iot

Top Words in Tweet in G1:
[1036] gt
[659] #selfdrivingcars
[565] #ai
[403] #iot
[385] mikequindazzi
[279] #autonomousvehicles
[273] #5g
[209] #selfdriving
[190] enricomolinari
[183] #driverlesscars

Top Words in Tweet in G2:
[466] gt
[464] jeroenbartelse
[418] #selfdrivingcars
[367] driving
[316] self
[197] car
[184] #ai
[160] #autonomousvehicles
[144] cars
[128] autonomous

Top Words in Tweet in G3:
[4251] gt
[1965] mikequindazzi
[682] #iot
[640] #ai
[614] #selfdrivingcars
[590] #ar
[586] drivers
[523] #5g
[481] see
[480] #emergingtech

Top Words in Tweet in G4:
[216] #selfdrivingcars
[188] #ai
[168] ronald_vanloon
[162] #iot
[135] motorcycle
[135] transform
[135] flying
[135] vehicle
[135] startupselfie
[132] #smartcities

Top Words in Tweet in G5:
[82] #selfdrivingcars
[60] gt
[49] driving
[47] #ai
[45] self
[42] cars
[35] #autonomousvehicles
[32] ipfconline1
[25] #machinelearning
[22] mikequindazzi

Top Words in Tweet in G6:
[76] #selfdrivingcars
[26] self
[23] driving
[22] cars
[10] #autonomousvehicles
[9] vehicles
[7] #selfdriving
[7] car
[7] autonomous
[7] #autonomousdriving

Top Words in Tweet in G7:
[63] #selfdrivingcars
[60] #iot
[56] #ar
[56] drivers
[56] #smartcities
[55] #emergingtech
[55] leverages
[55] help
[55] see
[55] invisible

Top Words in Tweet in G8:
[40] evankirstel
[34] #autonomousvehicles
[31] #selfdrivingcars
[25] drive
[20] cadillac's
[20] escalade
[20] itself
[20] major
[20] highways
[20] without

Top Words in Tweet in G9:
[21] #selfdrivingcars
[16] #iot
[13] #5g
[11] self
[11] driving
[11] cars
[9] car
[8] reasons
[8] big
[8] data

Top Words in Tweet in G10:
[16] very
[16] impressive
[16] akin
[16] blind
[16] person
[16] driving
[16] vehicle
[16] instructions
[16] co
[16] passenger

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3978] gt,gt
[885] mikequindazzi,gt
[846] #iot,#5g
[627] #emergingtech,leverages
[627] leverages,#ar
[627] #ar,help
[627] help,drivers
[627] drivers,see
[627] see,invisible
[596] self,driving

Top Word Pairs in Tweet in G1:
[683] gt,gt
[262] #ai,#iot
[235] #iot,#5g
[233] #selfdrivingcars,#ai
[163] mikequindazzi,gt
[127] self,driving
[104] #machinelearning,#deeplearning
[87] #autonomousvehicles,#selfdriving
[84] #5g,#autonomousvehicles
[83] wef,mikequindazzi

Top Word Pairs in Tweet in G2:
[314] self,driving
[308] gt,gt
[119] driving,cars
[111] elon,musk
[111] musk,plans
[111] plans,create
[111] create,autonomous
[111] autonomous,robotaxi
[111] robotaxi,fleet
[110] fleet,businessinsider

Top Word Pairs in Tweet in G3:
[2827] gt,gt
[649] mikequindazzi,gt
[489] #iot,#5g
[479] #emergingtech,leverages
[479] leverages,#ar
[479] #ar,help
[479] help,drivers
[479] drivers,see
[479] see,invisible
[474] invisible,nissan

Top Word Pairs in Tweet in G4:
[147] #selfdrivingcars,#ai
[147] #ai,#iot
[135] motorcycle,transform
[135] transform,flying
[135] flying,vehicle
[135] vehicle,startupselfie
[135] startupselfie,#selfdrivingcars
[134] ronald_vanloon,motorcycle
[122] #iot,#smartcities
[122] #smartcities,cc

Top Word Pairs in Tweet in G5:
[45] self,driving
[40] gt,gt
[28] #selfdrivingcars,#autonomousvehicles
[17] cars,verge
[17] driving,cars
[15] #ai,#machinelearning
[13] inside,lab
[13] lab,waymo
[13] waymo,building
[13] building,brains

Top Word Pairs in Tweet in G6:
[23] self,driving
[16] driving,cars
[4] distracted,drivers
[4] apct,global
[4] global,solution
[4] solution,multiple
[4] multiple,suppliers
[4] suppliers,outside
[4] outside,china
[4] #ml,#dl

Top Word Pairs in Tweet in G7:
[55] #emergingtech,leverages
[55] leverages,#ar
[55] #ar,help
[55] help,drivers
[55] drivers,see
[55] see,invisible
[55] invisible,#mwc20
[55] #mwc20,#iot
[55] #iot,#5g
[55] #5g,#selfdrivingcars

Top Word Pairs in Tweet in G8:
[20] cadillac's,escalade
[20] escalade,drive
[20] drive,itself
[20] itself,major
[20] major,highways
[20] highways,without
[20] without,driver
[20] driver,having
[20] having,hold
[20] hold,steering

Top Word Pairs in Tweet in G9:
[11] self,driving
[8] reasons,big
[8] big,data
[8] data,future
[8] future,self
[8] driving,cars
[8] cars,#bigdata
[8] #bigdata,#selfdrivingcars
[8] #selfdrivingcars,#tesla
[8] #tesla,#iot

Top Word Pairs in Tweet in G10:
[16] very,impressive
[16] impressive,akin
[16] akin,blind
[16] blind,person
[16] person,driving
[16] driving,vehicle
[16] vehicle,instructions
[16] instructions,co
[16] co,passenger
[16] passenger,#selfdrivingcars

Top Replied-To
Top Replied-To in Entire Graph:
@jeroenbartelse
@elonmusk
@google
@bandbajaateraho
@independent
@fortunemagazine
@elvinpeel
@tesla
@robmeder
@lexus

Top Replied-To in G1:
@propelmee
@gussautomation
@bandbajaateraho
@independent
@uber
@gm
@boschglobal
@lexus
@fortunemagazine

Top Replied-To in G2:
@jeroenbartelse
@elvinpeel
@dgrandat
@futurism
@guidaautonoma
@nowthisnews

Top Replied-To in G4:
@google
@tesla

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@nissan
@jeroenbartelse
@thomas_harrer
@wef
@ronald_vanloon
@holoniq
@guidaautonoma
@seeker
@startupselfie

Top Mentioned in G1:
@mikequindazzi
@guidaautonoma
@enricomolinari
@selfdriving360
@wef
@mashable
@nissan
@gigadgets_
@jeroenbartelse
@holoniq

Top Mentioned in G2:
@jeroenbartelse
@businessinsider
@seeker
@forbes
@mikequindazzi
@mvollmer1
@chboursin
@pawlowskimario
@daily_record
@spirosmargaris

Top Mentioned in G3:
@mikequindazzi
@nissan
@thomas_harrer
@holoniq
@claudiomkd
@themegatrends
@officialavatar
@wef
@editorcorner
@freshsalis

Top Mentioned in G4:
@ronald_vanloon
@startupselfie
@en
@seeker
@mikequindazzi
@digitaltrends
@strahinjazivko7
@names_ai
@davorjord
@wef

Top Mentioned in G5:
@ipfconline1
@verge
@mikequindazzi
@antgrasso
@driverlessnow
@fisher85m
@autoautoai
@venturebeat
@lanceeliot
@aiworldexpo

Top Mentioned in G6:
@futurecar_media

Top Mentioned in G7:
@glengilmore
@startup_nerd
@mikequindazzi
@jeroenbartelse
@chboursin
@reuters
@enricomolinari
@gigadgets_
@irenatadic1
@seeker

Top Mentioned in G8:
@evankirstel
@cadillac
@alvinfoo
@jeroenbartelse
@ronald_vanloon
@nissanuk
@humandrivecav
@mikequindazzi
@startupselfie
@en

Top Mentioned in G9:
@techmeru
@corix_jc
@here
@zdnet
@stephanenappo
@nissan
@mikequindazzi
@jeroenbartelse
@business
@thenatlinterest

Top Mentioned in G10:
@sagenaradamuni
@narendramodi
@anandmahindra

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@tadeu_alves
@independent
@chidambara09
@evankirstel
@deejayiwan
@clairebotai
@saragomezaranci
@aaroncuddeback

Top Tweeters in G1:
@sectest9
@independent
@chidambara09
@deejayiwan
@saragomezaranci
@ageless_2u
@ggtidbegcypcxdo
@amazingchevvolt
@mashable
@entwistletx

Top Tweeters in G2:
@clairebotai
@sudeepkhatri
@businessinsider
@guardian
@business
@thesun
@calcaware
@lelkan
@nicochan33
@sharerussharing

Top Tweeters in G3:
@tadeu_alves
@cybersec_feeds
@iam__network
@reuters
@andrewmorrisuk
@debraruh
@freshsalis
@btptechsearch
@websecurityit
@rosati22

Top Tweeters in G4:
@paoloigna1
@tess_blue815
@glaciarblue
@icp3_zero
@bbcworld
@mjoehlerich
@evaduranramos
@walfredocarlos
@enrirosasdiaz
@gadiooumoul

Top Tweeters in G5:
@aaroncuddeback
@seekingalpha
@thehill
@realblack212
@marshacollier
@washingtonpost
@grattonboy
@cnnbusiness
@verge
@ipfconline1

Top Tweeters in G6:
@spinfreezone
@abekay2
@minamaya13
@mia
@bamitav
@dataaugmented
@alexwitzleben
@maneeshjuneja
@naashonomics
@baristaonduty

Top Tweeters in G7:
@zimei_no_ri
@saeedbaygi
@ijasonwu
@albertan48
@startup_nerd
@proyectosnolen1
@pdrini_guardian
@agyg2014
@glengilmore
@catlover3567

Top Tweeters in G8:
@evankirstel
@nemunokies
@silentseawolf
@acertijo
@wboricua98
@bcstrat
@mariaga91000049
@bernhard_herget
@bcagroup
@donnaaa1

Top Tweeters in G9:
@ginestarros
@zdnet
@susanjmccann
@ledrew
@simoncocking
@thenatlinterest
@vj877
@momosaansd
@corix_jc
@corixpartners

Top Tweeters in G10:
@sagenaradamuni
@pandeyarun67
@arunthakur_19
@anil_j_india
@drrajeshdbhat
@twitler007
@manish_d_bohra
@narendramodi
@leosimha
@rajdevj1


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