#selfdrivingcars, Twitter, 3/23/2022 7:38:41 PM, 273572


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#selfdrivingcars_2022-03-23_05-36-02.xlsx
#selfdrivingcars_2022-03-23_05-36-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 23, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3IAzyGk
@robotconsumer
@khulood_almani
@pinakilaskar
@guidaautonoma
@mvollmer1
@ronald_vanloon
@jeroenbartelse
@ingliguori
@analytics_699
@enricomolinari

Top hashtags:
#ai
#selfdrivingcars
#machinelearning

Description:
Description
The graph represents a network of 1,690 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, 23 March 2022 at 12:47 UTC.

The requested start date was Wednesday, 23 March 2022 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 18-day, 14-hour, 47-minute period from Friday, 04 March 2022 at 09:12 UTC to Wednesday, 23 March 2022 at 00:00 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 : 1690
Unique Edges : 2703
Edges With Duplicates : 17246
Total Edges : 19949
Number of Edge Types : 5
Retweet : 6094
MentionsInRetweet : 10801
Tweet : 875
Replies to : 67
Mentions : 2112
Self-Loops : 1187
Reciprocated Vertex Pair Ratio : 0.0335557673975214
Reciprocated Edge Ratio : 0.064932669249216
Connected Components : 101
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 1538
Maximum Edges in a Connected Component : 19744
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.207643
Graph Density : 0.00189916655280776
Modularity : 0.174893
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,690 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, 23 March 2022 at 12:47 UTC.

The requested start date was Wednesday, 23 March 2022 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 18-day, 14-hour, 47-minute period from Friday, 04 March 2022 at 09:12 UTC to Wednesday, 23 March 2022 at 00:00 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:
[546] https://www.jobpreference.com/
[127] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[71] https://glweb.eu/blog/digital-transformation/201-what-is-deep-learning
[68] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[68] https://twitter.com/iot_automotive/timelines/1122115041417887744
[35] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[30] https://twitter.com/iot_automotive/timelines/1369658804976062464
[28] https://www.linkedin.com/posts/pinakilaskar_aiscience-aiengineering-robotics-activity-6907881413551742976-j6Gg
[27] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-robots-machinelearning-activity-6906426031708987392-OJPu
[26] http://bit.ly/3IInZ147

Top URLs in Tweet in G1:
[448] https://www.jobpreference.com/
[111] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[54] https://glweb.eu/blog/digital-transformation/201-what-is-deep-learning
[36] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[32] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[27] https://www.linkedin.com/posts/pinakilaskar_aiscience-aiengineering-robotics-activity-6907881413551742976-j6Gg
[26] http://bit.ly/3IInZ147
[23] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-robots-machinelearning-activity-6906426031708987392-OJPu
[22] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6909418754468646912
[16] https://www.makeuseof.com/ways-5g-changing-the-world/

Top URLs in Tweet in G2:
[60] https://www.jobpreference.com/
[57] https://twitter.com/iot_automotive/timelines/1122115041417887744
[24] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[18] https://www.selfdrivingcars360.com/
[17] https://twitter.com/iot_automotive/timelines/1369658804976062464
[14] https://Catalog.selfdrivingcars360.com/
[10] https://equalocean.com/analysis/2022031917148
[9] https://questions.selfdrivingcars360.com
[9] https://thenextweb.com/news/lidar-is-the-critical-key-for-connected-vehicles-and-smart-city-success
[8] https://www.analyticsinsight.net/top-10-companies-in-automotive-artificial-intelligence-in-2022/

Top URLs in Tweet in G3:
[13] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[11] https://www.reuters.com/technology/california-issues-permits-cruise-waymo-autonomous-vehicle-service-2022-02-28/
[10] https://www.wsj.com/articles/intel-files-to-take-self-driving-unit-mobileye-public-11646669536
[9] https://pony.ai/
[9] https://www.cnbc.com/2022/03/07/robotaxi-start-up-ponyai-valued-at-8point5-billion-after-fresh-funding.html?__source=sharebar|twitter&par=sharebar
[5] https://electrek.co/2022/03/04/the-top-five-best-equipped-countries-to-support-autonomous-vehicles-whos-leading-the-self-driving-revolution/
[5] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[4] https://pandaily.com/white-rhino-passes-key-international-standards-test-for-l4-autonomous-driving/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273052
[2] https://www.makeuseof.com/ways-5g-changing-the-world/

Top URLs in Tweet in G4:
[32] https://www.jobpreference.com/
[12] https://cio.economictimes.indiatimes.com/amp/news/next-gen-technologies/will-indians-ever-trust-driverless-cars/90344341
[8] https://glweb.eu/blog/digital-transformation/201-what-is-deep-learning
[7] https://medium.com/@jaxoncohen/generated-content-99884926813f?source=rss------artificial_intelligence-5
[7] https://medium.com/@Ruvi./how-we-forget-213605eeae21?source=rss------artificial_intelligence-5
[6] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[6] https://www.futurity.org/self-driving-cars-vehicles-laws-2709692/
[6] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[4] https://www.gizchina.com/2022/03/03/tesla-model-3-on-the-highway-caused-a-car-accident-driver-dies/
[4] https://automotiveisac.com/press-release/autonomous-vehicle-leader-nuro-joins-the-auto-isac/

Top URLs in Tweet in G5:
[4] https://www.futurebridge.com/industry/perspectives-mobility/future-outlook-of-autonomous-delivery-vehicles/?utm_source=linkedin&utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[4] https://www.futurebridge.com/article/self-driving-vehicles/?utm_source=linkedin&utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://pony.ai/
[2] https://dellyranks.com/no-steering-self-driving-cars-no-longer-need-human-controls-in-us/?feed_id=102223&_unique_id=622af24089a5e
[2] https://www.reuters.com/business/autos-transportation/us-eliminates-human-controls-requirement-fully-automated-vehicles-2022-03-11/
[2] https://twitter.com/elonmusk/status/1503888110899376138
[2] https://www.the-next-tech.com/top-10/top-10-companies-to-work-for-as-a-robotics-engineer/?utm_source=twitter&utm_medium=social&utm_campaign=TNT
[1] https://futuretransport-news.com/jta-awards-contracts-for-jacksonville-autonomous-shuttle-network/?utm_source=twitter&utm_medium=social&utm_campaign=futuretrn-news&utm_term=News
[1] https://straitsresearch.com/report/advanced-driver-assistance-systems-market/request-sample
[1] https://www.insurancejournal.com/news/national/2022/02/02/652000.htm

Top URLs in Tweet in G6:
[2] https://carsofthefuture.co.uk/driverless-cars-hyperbolic-headlines/
[2] https://www.forbes.com/sites/lanceeliot/2021/07/19/when-ai-self-driving-cars-sue-due-to-dangerous-roadway-conditions/
[2] https://www.forbes.com/sites/lanceeliot/2022/03/13/ai-ethics-and-the-riddle-underlying-criminal-accountability-of-ai-including-crimes-committed-by-revered-ai-based-self-driving-cars/?sh=7be4047c3dd5via
[2] https://www.forbes.com/sites/lanceeliot/2022/03/17/ai-ethics-keeps-relentlessly-asking-or-imploring-how-to-adequately-control-ai-including-the-matter-of-ai-that-drives-self-driving-cars/?sh=ae2737246aa3
[1] https://twitter.com/i/web/status/1505907315416969221
[1] https://www.forbes.com/sites/lanceeliot/2022/03/04/ai-legal-personhood-distresses-ai-ethicists-since-people-could-deviously-scapegoat-machines-to-avoid-apt-human-responsibility-including-in-the-case-of-ai-based-self-driving-cars/
[1] https://www.forbes.com/sites/lanceeliot/2022/03/07/ai-ethics-foresees-potential-bad-blood-and-feuding-between-humans-and-ai-in-an-us-versus-them-daily-tussle-maybe-even-scuffling-with-ai-based-self-driving-cars/
[1] https://www.forbes.com/sites/lanceeliot/2022/03/10/heres-what-empowered-leaders-need-to-know-about-roadblocks-stymying-ethical-ai-from-succeeding-which-even-happens-in-the-noble-push-for-ai-based-self-driving-cars/
[1] https://www.forbes.com/sites/lanceeliot/2022/03/13/ai-ethics-and-the-riddle-underlying-criminal-accountability-of-ai-including-crimes-committed-by-revered-ai-based-self-driving-cars/
[1] https://www.forbes.com/sites/bradtempleton/2022/03/16/video-review-of-top-robocar-stories-of-early-2022/

Top URLs in Tweet in G7:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273052
[1] https://twitter.com/i/web/status/1506127489768525826
[1] https://www.forbes.com/sites/lanceeliot/2021/07/19/when-ai-self-driving-cars-sue-due-to-dangerous-roadway-conditions/

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=aGXwT6D5NQI&feature=youtu.be

[1] https://www.cnbc.com/2022/03/18/gm-to-buy-softbanks-stake-in-cruise-self-driving-unit.html

Top URLs in Tweet in G9:
[2] https://spectrum.ieee.org/at-last-a-self-driving-car-that-can-explain-itself
[2] https://techwireasia.com/2022/03/democratizing-autonomy-how-autox-is-steering-the-driverless-revolution/
[1] https://thenextweb.com/news/rising-gas-prices-spark-conspiracy-therories-about-biden-and-evs
[1] https://whyy.org/articles/former-biden-rival-buttigieg-touts-electric-vehicles-in-visit-to-presidents-home-state/
[1] https://twitter.com/i/web/status/1501504374329298944
[1] http://ID.Buzz
[1] https://twitter.com/i/web/status/1501649019717787653
[1] https://twitter.com/i/web/status/1501737100206428160
[1] https://twitter.com/SecretaryPete/status/1501604822159663107
[1] https://www.digitaltrends.com/cars/personal-flying-machine-looks-like-a-vertical-flying-saucer/

Top Domains
Top Domains in Tweet in Entire Graph:
[546] jobpreference.com
[284] twitter.com
[232] linkedin.com
[179] medium.com
[162] bbntimes.com
[96] selfdrivingcars360.com
[76] glweb.eu
[64] forbes.com
[41] autonews.com
[36] reuters.com

Top Domains in Tweet in G1:
[448] jobpreference.com
[203] linkedin.com
[143] bbntimes.com
[78] twitter.com
[58] glweb.eu
[46] medium.com
[27] bit.ly
[16] google.com
[16] makeuseof.com
[14] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[137] twitter.com
[95] selfdrivingcars360.com
[60] jobpreference.com
[31] medium.com
[27] greenhouse.io
[23] autonews.com
[19] hdmotori.it
[18] aci.it
[16] forbes.com
[16] theverge.com

Top Domains in Tweet in G3:
[15] medium.com
[11] reuters.com
[10] wsj.com
[10] linkedin.com
[9] pony.ai
[9] cnbc.com
[5] twitter.com
[5] electrek.co
[5] nodexlgraphgallery.org
[5] bbntimes.com

Top Domains in Tweet in G4:
[85] medium.com
[32] jobpreference.com
[24] forbes.com
[14] indiatimes.com
[13] twitter.com
[10] linkedin.com
[9] glweb.eu
[6] autonews.com
[6] aci.it
[6] futurity.org

Top Domains in Tweet in G5:
[24] twitter.com
[8] futurebridge.com
[4] pioneeringminds.com
[3] reuters.com
[2] pony.ai
[2] futurecar.com
[2] dellyranks.com
[2] bit.ly
[2] the-next-tech.com
[2] industryweek.com

Top Domains in Tweet in G6:
[13] forbes.com
[4] twitter.com
[4] co.uk
[1] aktiv-online.de
[1] youtube.com
[1] teslarati.com
[1] t.me
[1] automotiveplastics.com
[1] sae.org
[1] pony.ai

Top Domains in Tweet in G7:
[1] nodexlgraphgallery.org
[1] twitter.com
[1] forbes.com

Top Domains in Tweet in G8:
[1] youtube.com
[1] cnbc.com

Top Domains in Tweet in G9:
[9] twitter.com
[5] thenextweb.com
[3] slashgear.com
[3] cnbc.com
[3] nytimes.com
[3] reuters.com
[2] cnet.com
[2] medium.com
[2] theverge.com
[2] ieee.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4622] ai
[4295] selfdrivingcars
[2547] machinelearning
[1962] autonomousvehicles
[1707] bigdata
[1555] datascientist
[1494] iot
[1375] python
[1269] analytics
[842] autonomous



Top Hashtags in Tweet in G1:
[3066] ai
[2129] selfdrivingcars
[2125] machinelearning
[1490] bigdata
[1440] datascientist
[1204] python
[1150] analytics
[1030] autonomousvehicles
[707] iot
[664] rstats

Top Hashtags in Tweet in G2:
[1032] selfdrivingcars
[731] ai
[604] autonomousvehicles
[410] iot
[355] 5g
[338] autonomous
[275] machinelearning
[248] mobility
[244] smartcity
[223] technology

Top Hashtags in Tweet in G3:
[275] selfdrivingcars
[163] ai
[111] autonomous
[58] china
[58] 5g
[54] autonomousvehicles
[53] machinelearning
[44] electriccars
[44] electricvehicles
[43] dubai

Top Hashtags in Tweet in G4:
[548] ai
[542] selfdrivingcars
[343] iot
[211] autonomousvehicles
[151] connectedcar
[121] wearabletech
[96] 5g
[85] ml
[77] iiot
[75] autonomous

Top Hashtags in Tweet in G5:
[92] selfdrivingcars
[10] autonomousvehicles
[10] ai
[7] automotive
[7] driverlesscars
[6] autonomousvehicle
[6] mobility
[5] futuremobility
[5] selfdriving
[5] artificialintelligence

Top Hashtags in Tweet in G6:
[35] selfdrivingcars
[22] ai
[8] tesla
[7] ethicalai
[4] autonomousvehicles
[3] autonomous
[3] autonews
[2] mobility
[2] roadsafety
[2] aiethics

Top Hashtags in Tweet in G7:
[20] selfdrivingcars
[12] happyfriday
[6] ai
[4] fintech
[3] smartcities
[3] finserv
[3] marketing
[2] iot
[2] ces2022
[2] ces

Top Hashtags in Tweet in G8:
[3] selfdrivingcars
[1] cochesautonomos
[1] lifeatcruise
[1] business
[1] stake
[1] cars
[1] auto
[1] selfdriving
[1] cruise
[1] gm

Top Hashtags in Tweet in G9:
[54] selfdrivingcars
[39] transportation
[37] electriccars
[36] cars
[35] smartcars
[26] speed
[25] futurecars
[24] rides
[23] whips
[23] driverless

Top Hashtags in Tweet in G10:
[4] selfdrivingcars
[3] infographic
[2] autonomousvehicles
[2] autonomous
[2] ai
[2] iot
[2] automation
[1] driverless
[1] delivery
[1] tech

Top Words
Top Words in Tweet in Entire Graph:
[4622] #ai
[4295] #selfdrivingcars
[2547] #machinelearning
[1961] #autonomousvehicles
[1707] #bigdata
[1555] #datascientist
[1494] #iot
[1375] #python
[1299] pinakilaskar
[1269] #analytics

Top Words in Tweet in G1:
[3066] #ai
[2129] #selfdrivingcars
[2125] #machinelearning
[1490] #bigdata
[1440] #datascientist
[1204] #python
[1158] pinakilaskar
[1150] #analytics
[1030] #autonomousvehicles
[707] #iot

Top Words in Tweet in G2:
[1032] #selfdrivingcars
[731] #ai
[603] #autonomousvehicles
[410] #iot
[409] guidaautonoma
[355] #5g
[341] #autonomous
[275] #machinelearning
[248] #mobility
[244] #smartcity

Top Words in Tweet in G3:
[275] #selfdrivingcars
[165] jeroenbartelse
[163] #ai
[129] mvollmer1
[127] driving
[113] #autonomous
[99] self
[64] vehicles
[60] spirosmargaris
[58] #china

Top Words in Tweet in G4:
[548] #ai
[542] #selfdrivingcars
[343] #iot
[211] #autonomousvehicles
[204] guidaautonoma
[182] mikequindazzi
[151] #connectedcar
[138] kred
[134] ronald_vanloon
[132] ai

Top Words in Tweet in G5:
[92] #selfdrivingcars
[34] driving
[28] self
[24] vehicles
[17] cars
[15] autonomous
[11] read
[10] #autonomousvehicles
[10] more
[10] #ai

Top Words in Tweet in G6:
[35] #selfdrivingcars
[24] elonmusk
[22] #ai
[19] based
[18] ai
[14] forbes
[12] maybe
[11] come
[11] check
[11] dgc

Top Words in Tweet in G7:
[20] #selfdrivingcars
[14] enricomolinari
[12] #happyfriday
[12] friends
[12] safely
[12] way
[9] albertoemachado
[9] tobiaskintzel
[9] theadityapatro
[9] dmgerbino

Top Words in Tweet in G8:
[27] cruise
[17] acabo
[16] experimentar
[16] futuro
[16] sigo
[16] flipando
[16] increíble
[16] ir
[16] taxi
[16] autónomo

Top Words in Tweet in G9:
[54] #selfdrivingcars
[39] #transportation
[37] #electriccars
[36] #cars
[35] #smartcars
[26] #speed
[25] #futurecars
[24] #rides
[23] #whips
[23] #driverless

Top Words in Tweet in G10:
[8] self
[8] driving
[8] vehicles
[8] classified
[8] six
[8] levels
[8] automation
[8] regarding
[8] intensity
[8] control

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1466] #datascientist,#bigdata
[1339] #ai,#datascientist
[1235] #machinelearning,#selfdrivingcars
[1177] #bigdata,#machinelearning
[966] #selfdrivingcars,#autonomousvehicles
[637] #selfdrivingcars,#ai
[629] #ai,#iot
[575] #machinelearning,#ai
[566] #analytics,#machinelearning
[565] #ai,#python

Top Word Pairs in Tweet in G1:
[1364] #datascientist,#bigdata
[1253] #ai,#datascientist
[1126] #machinelearning,#selfdrivingcars
[1109] #bigdata,#machinelearning
[733] #selfdrivingcars,#autonomousvehicles
[520] #machinelearning,#ai
[512] #analytics,#machinelearning
[511] #ai,#python
[469] #analytics,#datascience
[448] need,#job

Top Word Pairs in Tweet in G2:
[374] #ai,#iot
[343] #iot,#5g
[334] #selfdrivingcars,#ai
[222] #5g,#autonomousvehicles
[182] #startups,#smartcity
[141] #technology,#transportation
[140] #robots,#startup
[140] #smartcity,#travel
[135] #startup,#startups
[131] #travel,#tech

Top Word Pairs in Tweet in G3:
[98] #selfdrivingcars,#autonomous
[97] self,driving
[59] #autonomous,#ai
[50] spirosmargaris,mvollmer1
[44] #selfdrivingcars,#electriccars
[43] police,unveil
[43] driving,patrol
[43] #ai,spirosmargaris
[43] #electriccars,#electricvehicles
[42] #china,#selfdrivingcars

Top Word Pairs in Tweet in G4:
[193] #ai,#selfdrivingcars
[168] #selfdrivingcars,#iot
[151] #iot,#connectedcar
[140] mikequindazzi,#ai
[132] #selfdrivingcars,#ai
[121] #connectedcar,#wearabletech
[82] #ai,#iot
[71] #selfdrivingcars,#autonomousvehicles
[69] gave,kred
[69] kred,#influence

Top Word Pairs in Tweet in G5:
[28] self,driving
[13] driving,cars
[10] driving,vehicles
[6] #driverlesscars,#selfdrivingcars
[6] read,more
[5] analysis,reveals
[5] reveals,autonomous
[5] autonomous,delivery
[5] delivery,vehicles
[5] reach,200

Top Word Pairs in Tweet in G6:
[11] elonmusk,come
[11] come,check
[11] check,dgc
[11] dgc,based
[11] based,radixdlt
[11] radixdlt,unlimited
[11] unlimited,scalable
[11] scalable,layer1
[11] layer1,network
[11] network,maybe

Top Word Pairs in Tweet in G7:
[12] #happyfriday,friends
[12] friends,safely
[12] safely,way
[12] way,#selfdrivingcars
[9] #selfdrivingcars,albertoemachado
[9] albertoemachado,tobiaskintzel
[9] tobiaskintzel,theadityapatro
[9] theadityapatro,dmgerbino
[9] enricomolinari,#happyfriday
[8] dmgerbino,smak

Top Word Pairs in Tweet in G8:
[16] acabo,experimentar
[16] experimentar,futuro
[16] futuro,sigo
[16] sigo,flipando
[16] flipando,increíble
[16] increíble,ir
[16] ir,taxi
[16] taxi,autónomo
[16] autónomo,cruise
[16] cruise,gratis

Top Word Pairs in Tweet in G9:
[36] #electriccars,#cars
[34] #cars,#smartcars
[32] #smartcars,#selfdrivingcars
[25] #futurecars,#speed
[24] #selfdrivingcars,#rides
[23] #rides,#whips
[23] #whips,#futurecars
[22] #driverless,#selfdrivingcars
[20] #selfdrivingcars,#autonomousvehicles
[20] #autonomousvehicles,#transportation

Top Word Pairs in Tweet in G10:
[8] self,driving
[8] driving,vehicles
[8] vehicles,classified
[8] classified,six
[8] six,levels
[8] levels,automation
[8] automation,regarding
[8] regarding,intensity
[8] intensity,control
[6] control,ca

Top Replied-To
Top Replied-To in Entire Graph:
@guidaautonoma
@jeroenbartelse
@elonmusk
@labordeolivier
@bosch
@teslamodel
@tusimpleai
@ai4allorg
@kevsmac
@development_rt

Top Replied-To in G1:
@guidaautonoma
@jeroenbartelse
@labordeolivier
@analytics_699
@globaliqx
@sylvialobo
@segundoatdell
@amitchampaneri1
@frronconi
@development_rt

Top Replied-To in G2:
@bosch
@tusimpleai
@teslamodel
@ai4allorg
@mercedesbenz
@vdttechnology
@reuters

Top Replied-To in G6:
@elonmusk
@alandail

Top Replied-To in G7:
@ronald_vanloon
@darpankul

Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@guidaautonoma
@analytics_699
@khulood_almani
@jobpreference
@fisheyebox
@jeroenbartelse
@mvollmer1
@fisheyeboxindia
@glengilmore

Top Mentioned in G1:
@pinakilaskar
@analytics_699
@guidaautonoma
@khulood_almani
@fisheyebox
@jobpreference
@fisheyeboxindia
@akwyz
@glengilmore
@ingliguori

Top Mentioned in G2:
@guidaautonoma
@pinakilaskar
@selfdriving360
@jobpreference
@iot_automotive
@fisheyebox
@analytics_699
@akwyz
@glengilmore
@fisheyeboxindia

Top Mentioned in G3:
@jeroenbartelse
@mvollmer1
@spirosmargaris
@pinakilaskar
@ronald_vanloon
@n
@digitaltrends
@guidaautonoma
@china_truck
@shi4tech

Top Mentioned in G4:
@guidaautonoma
@mikequindazzi
@ronald_vanloon
@kred
@motorcycletwitt
@gigadgets_
@analytics_699
@worldtrendsinfo
@mashable
@eli_krumova

Top Mentioned in G5:
@iankhanfuturist
@futurecar_media
@wavetossed

Top Mentioned in G6:
@elonmusk
@forbes
@radixdlt
@fernandojero15
@tesla
@carsofuture
@usdot
@nhtsagov
@reutersevents
@pavecampaign

Top Mentioned in G7:
@enricomolinari
@albertoemachado
@tobiaskintzel
@theadityapatro
@dmgerbino
@smak
@startupselfie
@jeroenbartelse
@ronald_vanloon
@ingliguori

Top Mentioned in G8:
@cruise
@martin_vigo
@gsandeep1231
@poppytheav
@gm
@softbank_group
@cnbcnow

Top Mentioned in G9:
@foxmental_x
@thenextweb
@slashgear
@nytimes
@kylejhyatt
@medium
@verge
@millennialbrnch
@nydailynews
@abcnews

Top Mentioned in G10:
@wevolverapp
@technonbusiness
@abetterinnovat1
@antgrasso
@cleveron_robots
@shi4tech
@ingliguori
@ronald_vanloon
@gigadgets_

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@iartg
@cybersecurityn8
@evankirstel

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@cybersecurityn8
@jfsebastian146
@fabriciosx
@harvest57688777

Top Tweeters in G2:
@chidambara09
@reuters
@dataaugmented
@ricardo_ik_ahau
@techjunkiejh
@releaseteam
@bayiskendr
@newsweek
@hydeblizzardbox
@gdprai

Top Tweeters in G3:
@evankirstel
@ssxman2
@micheleangelo13
@benishii_
@cnbc
@xzpwedvhhh37i3c
@wsj
@glaciarblue
@peter_mugridge
@baixsegura_es

Top Tweeters in G4:
@botcybersec
@marting8177
@gezgintrk
@education_24x7
@bot_innovation
@mashable
@caring_mobile
@ilovebooks786
@satyajit1910
@grattonboy

Top Tweeters in G5:
@wavetossed
@roseleomusk
@thandojo
@carolonadvlaw
@mypalsammy
@dellyranksindia
@innovarch
@thenexttech2018
@autospies
@pmc_corp

Top Tweeters in G6:
@daily_express
@amazingchevvolt
@telegraph
@ailsaforshaw
@nypost
@eyewonit
@forbes
@healhglyn
@reutersbiz
@yahoonews

Top Tweeters in G7:
@annemariayritys
@lorimoreno
@drumeshprabhu
@simonlporter
@lovegoldenheart
@kevin_jackson
@dez_blanchfield
@mary_b_68
@3itcom
@johnnosta

Top Tweeters in G8:
@phenomenalpoto
@douglasholtzman
@cnbcnow
@navaguay
@giozi
@crazzymath
@pedrolgallego
@taylorogan
@monsieurdeivid
@pelotausuario

Top Tweeters in G9:
@nytimes
@usatoday
@nydailynews
@abcnews
@foxmental_x
@timesofisrael
@techcrunch
@thenextweb
@verge
@shyredmd

Top Tweeters in G10:
@taizun_tapia
@lovelyallen
@cyber_spanish
@wevolverapp
@grausail
@abetterinnovat1
@technews25
@technonbusiness
@hugoalatsal
@washngtonliu