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#selfdrivingcars_2020-03-25_09-59-41.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 25, 2020
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/2Uzh2Y4
@jeroenbartelse
@mikequindazzi
@robotconsumer
@enricomolinari
@mashable
@ronald_vanloon
@selfdriving360
@guidaautonoma
@haroldsinnott
@nvidia

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

Description:
Description
The graph represents a network of 2,003 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, 25 March 2020 at 17:01 UTC.

The requested start date was Wednesday, 25 March 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 11-day, 5-hour, 26-minute period from Friday, 13 March 2020 at 18:14 UTC to Tuesday, 24 March 2020 at 23:40 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 : 2003
Unique Edges : 5397
Edges With Duplicates : 4628
Total Edges : 10025
Number of Edge Types : 4
MentionsInRetweet : 8506
Tweet : 619
Mentions : 883
Replies to : 17
Self-Loops : 619
Reciprocated Vertex Pair Ratio : 0.0134206742291101
Reciprocated Edge Ratio : 0.0264858899574334
Connected Components : 126
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 1789
Maximum Edges in a Connected Component : 9786
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.133696
Graph Density : 0.00158179314444916
Modularity : 0.350976
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 2,003 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, 25 March 2020 at 17:01 UTC.

The requested start date was Wednesday, 25 March 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 11-day, 5-hour, 26-minute period from Friday, 13 March 2020 at 18:14 UTC to Tuesday, 24 March 2020 at 23:40 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:
[127] https://www.selfdrivingcars360.com/
[49] https://trib.al/Fze2IVw?cmpid%3D=socialflow-twitter-tictoc&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=tictoc&utm_medium=social
[42] https://youtu.be/tq84O4-BPIs
[30] https://www.forbes.com/sites/sebastianblanco/2020/03/13/phantom-auto-readies-autonomous-vehicles-for-delivery-center-work/
[21] https://youtu.be/hHuDLvP_4ig
[20] https://www.forbes.com/sites/lanceeliot/2020/03/16/human-behavior-and-group-dynamics-can-be-reshaped-by-ai-use-including-via-ai-self-driving-cars/
[18] https://www.iotforall.com/?p=61780
[17] https://www.engadget.com/2020/03/16/apex-ap-0-electric-supercar/
[17] https://www.everestgrp.com/2019-12-evolution-of-communication-network-standards-and-their-implications-market-insights-52167.html/
[16] https://www.forbes.com/sites/rahulrazdan/2020/03/21/will-truck-convoying-be-the-first-viable-commercial-application-for-av-technology-/

Top URLs in Tweet in G1:
[24] https://trib.al/Fze2IVw?cmpid%3D=socialflow-twitter-tictoc&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=tictoc&utm_medium=social
[16] https://www.forbes.com/sites/sebastianblanco/2020/03/13/phantom-auto-readies-autonomous-vehicles-for-delivery-center-work/
[14] https://www.everestgrp.com/2019-12-evolution-of-communication-network-standards-and-their-implications-market-insights-52167.html/
[13] https://www.iotforall.com/?p=61780
[10] https://www.kcore-analytics.com/search/?keyword=%23driverless
[10] https://www.forbes.com/sites/rahulrazdan/2020/03/21/will-truck-convoying-be-the-first-viable-commercial-application-for-av-technology-/
[10] https://www.engadget.com/2020/03/16/apex-ap-0-electric-supercar/
[8] https://thenextweb.com/shift/2020/03/18/e-scooters-self-driving-cars-transport-autonomous-drones-uk-regulations-trials/
[7] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223198
[5] https://www.key4biz.it/uber-torna-a-sperimentare-la-guida-autonoma-a-san-francisco/294793/amp/

Top URLs in Tweet in G2:
[11] https://www.selfdrivingcars360.com/
[8] http://datahacker.rs/the-moral-dilemma-of-self-driving-cars/
[6] http://datahacker.rs/top-5-benefits-of-self-driving-cars/
[6] https://www.supplychaintoday.com/collection-of-self-driving-car-research-and-training/
[4] https://youtu.be/tq84O4-BPIs
[3] https://fleetnews.co.uk/smart-transport/news/ups-starts-testing-autonomous-vehicles-at-london-hub
[3] https://cleantechnica.com/2020/03/16/navigants-nonsense-about-tesla-autonomous-driving/
[3] https://analyticsindiamag.com/why-havent-companies-delivered-on-their-autonomous-driving-promise/
[3] https://trib.al/Fze2IVw?cmpid%3D=socialflow-twitter-tictoc&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=tictoc&utm_medium=social
[2] https://youtu.be/hHuDLvP_4ig

Top URLs in Tweet in G3:
[75] https://www.selfdrivingcars360.com/
[24] https://youtu.be/tq84O4-BPIs
[15] https://youtu.be/hHuDLvP_4ig
[12] https://www.forbes.com/sites/sebastianblanco/2020/03/13/phantom-auto-readies-autonomous-vehicles-for-delivery-center-work/
[11] https://trib.al/Fze2IVw?cmpid%3D=socialflow-twitter-tictoc&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=tictoc&utm_medium=social
[9] http://news.mit.edu/2019/predicting-driving-personalities-1118#.XjAnZIjqmD8.twitter
[8] 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://venturebeat.com/2020/02/03/new-data-set-helps-train-cars-to-drive-autonomously-in-winter-weather/
[8] https://www.forbes.com/sites/lanceeliot/2020/01/04/overcoming-racial-bias-in-ai-systems-and-startlingly-even-in-ai-self-driving-cars/#3dfac777723b
[6] https://www.engadget.com/2020/03/16/apex-ap-0-electric-supercar/

Top URLs in Tweet in G4:
[33] https://www.selfdrivingcars360.com/
[10] https://youtu.be/tq84O4-BPIs
[6] https://wayve.ai/blog/predicting-the-future
[5] https://www.coinspeaker.com/guides/what-is-machine-learning/
[5] https://velodynelidar.com/blog/deepen-annotation-process-autonomous-development/
[5] https://venturebeat.com/2020/02/03/new-data-set-helps-train-cars-to-drive-autonomously-in-winter-weather/
[5] https://ride.tech/self-driving/drivers-appreciate-safety-tech-but-fear-self-driving-cars/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221970
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223198
[4] https://www.lautomobile.aci.it/articoli/2020/03/13/wuhan-lauto-ricomincia.html#.Xmv7AZx6dtc.twitter

Top URLs in Tweet in G5:
[4] https://trib.al/Fze2IVw?cmpid%3D=socialflow-twitter-tictoc&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=tictoc&utm_medium=social
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223198
[2] https://www.fiverr.com/razu95/professional-modern-minimalist-logo-design-24-hrs
[2] https://www.youtube.com/watch?v=6pv8o4Fie5A

[2] https://dallasinnovates.com/arlington-gets-1-7m-to-integrate-autonomous-vehicles-into-via-rideshare-program/
[1] https://twitter.com/i/web/status/1240656663360790528
[1] https://twitter.com/i/web/status/1241243140008239104
[1] https://twitter.com/i/web/status/1240627834944737281
[1] https://twitter.com/i/web/status/1240688988039479296
[1] https://twitter.com/i/web/status/1240553575903830017

Top URLs in Tweet in G6:
[2] https://www.consumerreports.org/autonomous-driving/us-regulators-propose-first-ever-self-driving-car-rules/
[2] http://theherdlocker.com/tweet/popularity/selfDrivingCars
[1] https://twitter.com/i/web/status/1238575023742304256
[1] https://twitter.com/i/web/status/1238731618669469696
[1] https://twitter.com/i/web/status/1238748529717317632
[1] https://www.forbes.com/sites/lanceeliot/2020/03/14/newest-trend-combining-healthtech-with-ai-self-driving-cars-for-an-upcoming-boon-in-our-health-and-wellness/?ss=ai#3f7c1b794e89
[1] https://twitter.com/mashable/status/1238844081247096833
[1] https://twitter.com/i/web/status/1239084092056092672
[1] https://www.newstreet.it/news/tesla-model-3-chip/
[1] https://paper.li/SCMProfessor?edition_id=f0104b70-66cd-11ea-8d57-0cc47a0d1605

Top URLs in Tweet in G7:
[14] https://www.forbes.com/sites/lanceeliot/2020/03/16/human-behavior-and-group-dynamics-can-be-reshaped-by-ai-use-including-via-ai-self-driving-cars/
[2] https://youtu.be/hHuDLvP_4ig
[1] https://twitter.com/i/web/status/1241349087536058368
[1] https://twitter.com/i/web/status/1239754077455572993
[1] https://twitter.com/i/web/status/1240288194291290112

Top URLs in Tweet in G8:
[4] https://www.forbes.com/sites/lanceeliot/2020/03/24/breakthroughs-in-roadway-edge-computing-are-the-missing-link-for-self-driving-car-collaboration/
[2] https://www.forbes.com/sites/lanceeliot/2020/03/14/newest-trend-combining-healthtech-with-ai-self-driving-cars-for-an-upcoming-boon-in-our-health-and-wellness/
[1] https://twitter.com/i/web/status/1242491585452847104
[1] https://www.forbes.com/sites/lanceeliot/2020/03/12/ai-ethics-principles-are-laid-out-by-dod-for-all-to-see-applies-to-self-driving-cars-too/
[1] https://twitter.com/i/web/status/1239259505621229569
[1] https://www.forbes.com/sites/lanceeliot/2020/03/16/human-behavior-and-group-dynamics-can-be-reshaped-by-ai-use-including-via-ai-self-driving-cars/
[1] https://twitter.com/i/web/status/1239582767538565120
[1] https://twitter.com/i/web/status/1239964124601135108
[1] https://twitter.com/i/web/status/1240309315614814208
[1] https://twitter.com/i/web/status/1240661310213255168

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1239870344023937024
[1] https://selfdriving.substack.com/p/ai-in-self-driving-it-the-cake
[1] https://www.selfdrivingcars360.com/
[1] https://twitter.com/i/web/status/1235175689508225024

Top Domains
Top Domains in Tweet in Entire Graph:
[788] twitter.com
[133] selfdrivingcars360.com
[115] forbes.com
[63] youtu.be
[49] trib.al
[48] nodexlgraphgallery.org
[35] medium.com
[31] theverge.com
[31] paper.li
[28] iammarketingmedia.com

Top Domains in Tweet in G1:
[174] twitter.com
[49] forbes.com
[24] trib.al
[19] nodexlgraphgallery.org
[14] everestgrp.com
[13] hdmotori.it
[13] iotforall.com
[12] aci.it
[12] thenextweb.com
[10] theverge.com

Top Domains in Tweet in G2:
[54] twitter.com
[15] datahacker.rs
[11] selfdrivingcars360.com
[8] supplychaintoday.com
[7] forbes.com
[6] youtu.be
[4] autonews.com
[4] syncedreview.com
[3] co.uk
[3] coinspeaker.com

Top Domains in Tweet in G3:
[194] twitter.com
[78] selfdrivingcars360.com
[39] youtu.be
[25] forbes.com
[11] trib.al
[10] mit.edu
[10] venturebeat.com
[9] theverge.com
[6] nodexlgraphgallery.org
[6] engadget.com

Top Domains in Tweet in G4:
[117] twitter.com
[34] selfdrivingcars360.com
[17] nodexlgraphgallery.org
[11] aci.it
[10] youtu.be
[10] venturebeat.com
[9] hdmotori.it
[9] ride.tech
[7] globalspec.com
[7] theverge.com

Top Domains in Tweet in G5:
[20] twitter.com
[4] trib.al
[3] nodexlgraphgallery.org
[3] thenextweb.com
[2] fiverr.com
[2] youtube.com
[2] dallasinnovates.com
[2] caranddriver.com
[1] cbronline.com
[1] autospies.com

Top Domains in Tweet in G6:
[53] twitter.com
[7] paper.li
[2] forbes.com
[2] consumerreports.org
[2] taasmaster.com
[2] theherdlocker.com
[1] newstreet.it
[1] nvidia.com
[1] seekingalpha.com
[1] wevolver.com

Top Domains in Tweet in G7:
[14] forbes.com
[3] twitter.com
[2] youtu.be

Top Domains in Tweet in G8:
[16] twitter.com
[9] forbes.com
[1] aitrends.com
[1] learnbonds.com
[1] popularmechanics.com
[1] tu-auto.com
[1] aci.it
[1] theverge.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] substack.com
[1] selfdrivingcars360.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2202] selfdrivingcars
[1645] ai
[1413] iot
[974] 5g
[652] autonomousvehicles
[581] ar
[437] artificialintelligence
[429] emergingtech
[391] selfdriving
[337] machinelearning



Top Hashtags in Tweet in G1:
[375] selfdrivingcars
[261] ai
[220] iot
[147] 5g
[114] autonomousvehicles
[94] selfdriving
[89] driverlesscars
[76] autonomous
[65] artificialintelligence
[55] driverless

Top Hashtags in Tweet in G2:
[327] selfdrivingcars
[283] ai
[140] iot
[132] artificialintelligence
[114] 5g
[106] selfdriving
[102] lidar
[94] deeplearning
[85] autonomousvehicles
[73] machinelearning

Top Hashtags in Tweet in G3:
[618] selfdrivingcars
[360] ai
[150] iot
[144] autonomousvehicles
[131] 5g
[124] artificialintelligence
[96] autonomous
[91] selfdriving
[88] driverlesscars
[74] machinelearning

Top Hashtags in Tweet in G4:
[696] iot
[587] selfdrivingcars
[556] 5g
[479] ai
[459] ar
[385] emergingtech
[225] autonomousvehicles
[146] machinelearning
[130] mpgvip
[106] deeplearning

Top Hashtags in Tweet in G5:
[193] ai
[188] iot
[142] drone
[75] selfdrivingcars
[69] jet
[69] hoverboard
[23] autonomous
[20] robotic
[18] 5g
[18] climatechange

Top Hashtags in Tweet in G6:
[56] selfdrivingcars
[12] ai
[10] autonomousvehicles
[5] tesla
[5] lidar
[5] machinelearning
[3] 5g
[3] iot
[3] covidー19
[3] selbstfahrendesauto

Top Hashtags in Tweet in G7:
[19] ai
[19] selfdrivingcars
[2] iot
[1] transport
[1] jet
[1] hoverboard
[1] drone
[1] 3d
[1] augmentedreality
[1] ar

Top Hashtags in Tweet in G8:
[11] autonomousvehicles
[6] aitrends
[4] selfdriving
[3] ai
[3] selfdrivingcars
[3] autonomousdriving
[3] techbrium
[3] forbes
[3] cars
[3] tech

Top Hashtags in Tweet in G9:
[16] us
[16] japan
[16] australia
[16] europe
[5] selfdrivingcars
[2] selfdriving
[1] artificialintelligence
[1] deeplearning
[1] ai
[1] perception

Top Hashtags in Tweet in G10:
[17] deeplearning
[1] lidar
[1] rt
[1] ia
[1] machinelearning
[1] selfdrivingcars
[1] selfdriving
[1] edtech

Top Words
Top Words in Tweet in Entire Graph:
[2176] Words in Sentiment List#1: Positive
[1201] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[85161] Non-categorized Words
[88542] Total Words
[2206] #selfdrivingcars
[1703] gt
[1645] #ai
[1415] #iot
[1243] mikequindazzi

Top Words in Tweet in G1:
[381] jeroenbartelse
[375] #selfdrivingcars
[281] driving
[279] self
[261] #ai
[220] #iot
[192] car
[147] #5g
[116] guidaautonoma
[114] #autonomousvehicles

Top Words in Tweet in G2:
[328] #selfdrivingcars
[283] #ai
[213] gt
[179] mikequindazzi
[141] driving
[140] #iot
[132] #artificialintelligence
[129] haroldsinnott
[129] mashable
[119] nvidia

Top Words in Tweet in G3:
[620] #selfdrivingcars
[360] #ai
[212] gt
[204] read
[202] driving
[181] self
[150] #iot
[144] #autonomousvehicles
[142] news
[131] #5g

Top Words in Tweet in G4:
[1164] gt
[858] mikequindazzi
[698] #iot
[588] #selfdrivingcars
[556] #5g
[479] #ai
[459] #ar
[436] drivers
[421] nissan
[397] help

Top Words in Tweet in G5:
[292] enricomolinari
[193] #ai
[188] #iot
[184] ty
[146] gigadgets_
[143] speed
[143] mph
[142] powered
[142] fly
[142] top

Top Words in Tweet in G6:
[56] #selfdrivingcars
[15] self
[14] driving
[14] gt
[12] #ai
[10] cars
[10] #autonomousvehicles
[9] time
[8] latest
[7] daily

Top Words in Tweet in G7:
[19] #ai
[19] #selfdrivingcars
[16] human
[16] behavior
[16] group
[16] dynamics
[16] reshaped
[16] use
[16] including
[16] ai

Top Words in Tweet in G8:
[15] self
[15] driving
[14] lanceeliot
[14] cars
[13] ai
[11] #autonomousvehicles
[8] won
[7] search
[7] giant
[7] bidu

Top Words in Tweet in G9:
[32] propelmee
[17] #selfdriving
[16] building
[16] large
[16] scale
[16] hd
[16] maps
[16] highways
[16] #us
[16] #japan

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1115] gt,gt
[773] self,driving
[737] #iot,#5g
[598] #ai,#iot
[410] #emergingtech,leverages
[410] leverages,#ar
[410] #ar,help
[410] help,drivers
[410] drivers,see
[410] see,invisible

Top Word Pairs in Tweet in G1:
[266] self,driving
[148] #ai,#iot
[135] #selfdrivingcars,#ai
[126] #iot,#5g
[85] medical,supplies
[83] driving,vans
[83] vans,delivering
[83] delivering,food
[83] food,medical
[83] supplies,areas

Top Word Pairs in Tweet in G2:
[138] gt,gt
[109] self,driving
[99] mikequindazzi,#ai
[97] #lidar,perception
[97] perception,powering
[89] #deeplearning,#lidar
[88] powering,#selfdrivingcars
[87] vans,delivering
[87] delivering,food
[87] food,medical

Top Word Pairs in Tweet in G3:
[179] self,driving
[155] read,#selfdrivingcars
[140] #selfdrivingcars,news
[135] gt,gt
[70] #ai,#iot
[68] #lidar,perception
[68] perception,powering
[67] #ai,#machinelearning
[64] #selfdrivingcars,#driverlesscars
[60] driving,cars

Top Word Pairs in Tweet in G4:
[771] gt,gt
[491] #iot,#5g
[383] #emergingtech,leverages
[383] leverages,#ar
[383] #ar,help
[383] help,drivers
[383] drivers,see
[383] see,invisible
[383] invisible,nissan
[383] mikequindazzi,#iot

Top Word Pairs in Tweet in G5:
[151] #ai,#iot
[142] fly,top
[142] top,speed
[142] speed,93
[142] 93,mph
[142] mph,ty
[142] ty,gigadgets_
[142] gigadgets_,enricomolinari
[142] enricomolinari,#drone
[141] #drone,#ai

Top Word Pairs in Tweet in G6:
[13] self,driving
[9] gt,gt
[7] driving,cars
[4] #autonomousvehicles,#selfdrivingcars
[3] #ai,#selfdrivingcars
[3] regulators,propose
[3] time,#selfdrivingcars
[3] #selfdrivingcars,#autonomousvehicles
[3] #selfdrivingcars,#driverlesscars
[2] #selfdrivingcars,#tesla

Top Word Pairs in Tweet in G7:
[16] human,behavior
[16] behavior,group
[16] group,dynamics
[16] dynamics,reshaped
[16] reshaped,#ai
[16] #ai,use
[16] use,including
[16] including,ai
[16] ai,#selfdrivingcars
[14] tamaramccleary,human

Top Word Pairs in Tweet in G8:
[15] self,driving
[13] driving,cars
[7] search,giant
[7] giant,bidu
[7] bidu,won
[7] won,bid
[7] bid,build
[7] build,infrastructure
[7] infrastructure,#autonomousvehicles
[7] #autonomousvehicles,chongqing

Top Word Pairs in Tweet in G9:
[16] propelmee,building
[16] building,large
[16] large,scale
[16] scale,hd
[16] hd,maps
[16] maps,highways
[16] highways,#us
[16] #us,#japan
[16] #japan,#australia
[16] #australia,#europe

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

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@jeroenbartelse
@nissan
@guidaautonoma
@enricomolinari
@thomas_harrer
@nvidia
@ronald_vanloon
@mashable
@gigadgets_

Top Mentioned in G1:
@jeroenbartelse
@guidaautonoma
@ronald_vanloon
@busi
@nissan
@realtechmatters
@mvollmer1
@abacusnews
@mikequindazzi
@forbes

Top Mentioned in G2:
@mikequindazzi
@haroldsinnott
@mashable
@nvidia
@wef
@guidaautonoma
@bojanavukov
@ronald_vanloon
@enricomolinari
@pawlowskimario

Top Mentioned in G3:
@selfdriving360
@jeroenbartelse
@mikequindazzi
@mit
@labordeolivier
@enricomolinari
@jblefevre60
@pawlowskimario
@realtechmatters
@ipfconline1

Top Mentioned in G4:
@mikequindazzi
@nissan
@thomas_harrer
@guidaautonoma
@themegatrends
@officialavatar
@selfdriving360
@editorcorner
@nvidia
@statistacharts

Top Mentioned in G5:
@enricomolinari
@gigadgets_
@renatomunari
@fuelmatics
@mashable
@guidaautonoma
@ronald_vanloon
@jeroenbartelse
@mikequindazzi
@nissan

Top Mentioned in G7:
@tamaramccleary
@ericssonnetwork
@ericssondigital
@gerryforcomms
@treasadovander
@christopherisak
@grattongirl
@ipfconline1
@tailosive
@ronald_vanloon

Top Mentioned in G8:
@lanceeliot
@technodechina
@blackberry
@guidaautonoma
@automotive_iq
@weedwarrior1
@tesla
@l
@frronconi
@p

Top Mentioned in G9:
@propelmee
@prozainkhawaja
@davidpraisekalu
@mashable
@selfdriving360

Top Mentioned in G10:
@modisfrance
@nvidia
@mikequindazzi

Top Tweeters
Top Tweeters in Entire Graph:
@yuuji_k1
@sectest9
@chidambara09
@clairebotai
@evankirstel
@deejayiwan
@cybersec_feeds
@alizardx
@ottlegalrebels
@thomasclone

Top Tweeters in G1:
@businessinsider
@valaafshar
@sharerussharing
@gezgintrk
@vivmilano
@edimosip
@mjoehlerich
@june4th
@zdnet
@kuriharan

Top Tweeters in G2:
@deejayiwan
@itknowingness
@666_alhlwan
@jot_au
@swissbusiness
@mashable
@entwistletx
@nomoreslaves
@usatoday
@roseg

Top Tweeters in G3:
@chidambara09
@clairebotai
@evankirstel
@alizardx
@business
@reuters
@lelkan
@amazingchevvolt
@nicochan33
@akwyz

Top Tweeters in G4:
@sectest9
@cybersec_feeds
@ottlegalrebels
@rvp
@santchiweb
@fintechna
@calcaware
@nmugai
@ele9061
@andrewmorrisuk

Top Tweeters in G5:
@stormhour
@lkafle
@openmarketingtv
@coraliabelieber
@hanneshanath
@enrirosasdiaz
@tntmtheshow
@a_abdulaziz_a
@danitablackwood
@newsneus

Top Tweeters in G6:
@thestartupper
@techflypaper
@dataaugmented
@naashonomics
@lago72
@michellerafter
@andresvarela
@cdrinfo_com
@nana_ooh
@alexroy144

Top Tweeters in G7:
@trippbraden
@onang_pribadi
@grattongirl
@adamsconsulting
@82jjc
@tamaramccleary
@traderpburns
@avrohomg
@christopherisak
@kareanderson

Top Tweeters in G8:
@gambiste1
@industryai
@edgeiotai
@blackberry
@iot_automotive
@hailaioverlords
@knowsnothing
@technodechina
@ganglu
@automotive_iq

Top Tweeters in G9:
@polisanoj
@martinjbest1
@benson_mwaura
@writerwoodrow
@alakrintis
@smartcrossings
@smartavcars
@ottonomee
@fm_marcom
@maksimise

Top Tweeters in G10:
@thomasclone
@hiramm63
@erictixador
@peg21240
@oneidlille
@tech38731
@ronandbernard
@thomassimon471
@modisrecrutefr
@audreyleroy19