#selfdrivingcars, Twitter, 9/15/2021 4:21:21 PM, 262111


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#selfdrivingcars_2021-09-15_05-36-01.xlsx
#selfdrivingcars_2021-09-15_05-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2021
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3lpiJ84
@pinakilaskar
@robotconsumer
@jeroenbartelse
@guidaautonoma
@analytics_699
@jblefevre60
@ronald_vanloon
@enricomolinari
@godfrey_g_
@raquelurtasun

Top hashtags:
#ai
#analytics
#machinelearning
#iot
#bigdata
#rstats

Description:
Description
The graph represents a network of 1,660 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, 15 September 2021 at 12:47 UTC.

The requested start date was Wednesday, 15 September 2021 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 14-day, 10-hour, 31-minute period from Tuesday, 31 August 2021 at 08:14 UTC to Tuesday, 14 September 2021 at 18:46 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 : 1660
Unique Edges : 1947
Edges With Duplicates : 15088
Total Edges : 17035
Number of Edge Types : 5
Retweet : 6604
MentionsInRetweet : 8775
Mentions : 992
Tweet : 646
Replies to : 18
Self-Loops : 908
Reciprocated Vertex Pair Ratio : 0.0274036228518347
Reciprocated Edge Ratio : 0.0533453887884268
Connected Components : 95
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 1496
Maximum Edges in a Connected Component : 16824
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.375364
Graph Density : 0.00160642570281125
Modularity : 0.170102
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,660 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, 15 September 2021 at 12:47 UTC.

The requested start date was Wednesday, 15 September 2021 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 14-day, 10-hour, 31-minute period from Tuesday, 31 August 2021 at 08:14 UTC to Tuesday, 14 September 2021 at 18:46 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:
[70] https://twitter.com/iot_automotive/timelines/1122115041417887744
[61] https://www.project-syndicate.org/c/srE4Cgw
[50] https://www.producthunt.com/upcoming/wylo
[45] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6840709287279431680
[45] https://www.selfdrivingcars360.com/
[38] https://clearpathrobotics.com/assets/guides/kinetic/ros/Intro%20to%20the%20Robot%20Operating%20System.html
[38] https://twitter.com/iot_automotive/timelines/1369658804976062464
[33] https://www.aitrends.com/ai-insider/cognitive-timing-for-ai-self-driving-cars/
[33] https://www.theverge.com/platform/amp/2021/9/1/22651998/nasa-joby-evtol-test-flight-air-taxi?__twitter_impression=true
[32] https://www.linkedin.com/posts/pinakilaskar_futureofwork-machinelearning-computervision-activity-6841934157044707328-Wj8J

Top URLs in Tweet in G1:
[55] https://twitter.com/iot_automotive/timelines/1122115041417887744
[29] https://twitter.com/iot_automotive/timelines/1369658804976062464
[28] https://www.theverge.com/platform/amp/2021/9/1/22651998/nasa-joby-evtol-test-flight-air-taxi?__twitter_impression=true
[22] https://businesscloud.co.uk/blog/2021/09/02/autonomous-shuttle-service-launched-on-uk-roads/
[17] https://store.law.com/Registration/Login.aspx?mode=silent&refDomain=store.propertycasualty360.com&source=https%3A%2F%2Fwww.propertycasualty360.com%2F2021%2F08%2F30%2Fus-opens-investigation-into-tesla-autopilot-feature-414-208547%2F%3Fslreturn%3D20210731173542
[13] https://www.analyticsinsight.net/top-50-use-cases-of-artificial-intelligence-in-diverse-sectors/
[12] https://www.selfdrivingcars360.com/
[10] https://spectrum.ieee.org/precision-agriculture
[10] https://www.zawya.com/mena/en/business/story/Dubai_eyes_the_future_with_selfdriving_cabs-SNG_241845934/
[10] https://www.autonews.com/mobility-report-newsletter/trucking-company-plus-adds-intriguing-sensor-self-driving-system

Top URLs in Tweet in G2:
[48] https://www.project-syndicate.org/c/srE4Cgw
[47] https://www.producthunt.com/upcoming/wylo
[33] https://clearpathrobotics.com/assets/guides/kinetic/ros/Intro%20to%20the%20Robot%20Operating%20System.html
[29] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6840709287279431680
[26] https://www.aitrends.com/ai-insider/cognitive-timing-for-ai-self-driving-cars/
[23] https://www.linkedin.com/posts/pinakilaskar_neuralnetworks-machinelearning-neuromorphic-activity-6839047561735680000-nFYw
[22] https://www.linkedin.com/posts/pinakilaskar_futureofwork-machinelearning-computervision-activity-6841934157044707328-Wj8J
[20] http://www.zdnet.com/google-amp/article/spell-introduces-mlops-for-deep-learning/?__twitter_impression=true
[19] https://www.linkedin.com/posts/pinakilaskar_autonomousvehicles-selfdrivingcars-artificialintelligence-activity-6839764270775894016-VKxJ
[18] https://www.linkedin.com/posts/pinakilaskar_mlops-machinelearning-artificialintelligence-activity-6840122576291852288-UEvk

Top URLs in Tweet in G3:
[15] https://www.youtube.com/watch?v=nre0QT9LN6w&feature=youtu.be

[10] https://twitter.com/iot_automotive/timelines/1122115041417887744
[8] https://www.autonews.com/mobility-report-newsletter/trucking-company-plus-adds-intriguing-sensor-self-driving-system
[7] https://paultan.org/2021/09/08/honda-to-start-testing-self-driving-car-service-in-japan/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261528
[6] https://navya.tech/en/launch-first-autonomous-shuttle-service-open-road-uk/
[6] https://www.project-syndicate.org/c/srE4Cgw
[6] https://twitter.com/iot_automotive/timelines/1369658804976062464
[5] https://www.forbes.com/sites/lanceeliot/2021/09/06/could-that-dreaded-highway-hypnosis-that-puts-human-drivers-into-a-trance-befall-ai-self-driving-cars/?sh=456aa17efd0f
[5] https://www.theverge.com/platform/amp/2021/9/1/22651998/nasa-joby-evtol-test-flight-air-taxi?__twitter_impression=true

Top URLs in Tweet in G4:
[10] https://www.linkedin.com/posts/fisheyebox_quantummachinelearning-quantumcomputing-machinelearning-activity-6843393663901556736-dPMn
[7] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6840709287279431680
[6] https://www.moneycontrol.com/news/driverless-cars/
[6] https://www.linkedin.com/posts/pinakilaskar_futureofwork-machinelearning-computervision-activity-6841934157044707328-Wj8J
[5] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-blockchain-activity-6840861820731891712-vMCO
[3] https://www.linkedin.com/posts/pinakilaskar_neuralnetworks-machinelearning-neuromorphic-activity-6839047561735680000-nFYw
[3] https://www.linkedin.com/posts/pinakilaskar_mlops-machinelearning-artificialintelligence-activity-6840122576291852288-UEvk
[3] https://www.linkedin.com/posts/pinakilaskar_confusionmatrix-machinelearning-datascience-activity-6840475029277327360-K6m9
[3] https://www.linkedin.com/posts/pinakilaskar_neuroscience-artificialintelligence-neuralnetworks-activity-6843387515605540864-DTOI
[2] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-deeplearning-activity-6838692673931550720-H8nr

Top URLs in Tweet in G5:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261528
[2] https://trib.al/9YIVGPH
[1] https://twitter.com/i/web/status/1436855330269450240
[1] https://twitter.com/i/web/status/1437732451472793601
[1] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261528
[1] https://twitter.com/i/web/status/1433337173131022336
[1] https://www.autoevolution.com/news/canoo-anyroad-is-the-dream-recreational-vehicle-of-tomorrow-168292.html
[1] https://uk.news.yahoo.com/audi-hopes-self-driving-cars-173000167.html
[1] https://www.hotcars.com/this-is-everything-you-need-to-know-about-toyotas-epalette-autonomous-vehicle/amp/

Top URLs in Tweet in G6:
[5] https://venturebeat.com/2021/05/14/computers-that-come-with-wheels/
[2] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[1] https://www.linkedin.com/posts/fisheyebox_quantummachinelearning-quantumcomputing-machinelearning-activity-6843393663901556736-dPMn
[1] https://www.analyticsinsight.net/top-50-use-cases-of-artificial-intelligence-in-diverse-sectors/?utm_content=bufferc360c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1437601517687787523
[1] https://twitter.com/i/web/status/1437207114049630218
[1] https://twitter.com/i/web/status/1433769974758363153

Top URLs in Tweet in G7:
[2] https://driving.ca/auto-news/local-content/manitoba-seeks-the-publics-input-for-testing-self-driving-cars
[2] https://www.mycarcredit.co.uk/when-will-self-driving-cars-be-available/
[2] https://www.selfdrivingcars360.com/dubai-to-launch-self-driving-cabs-by-2023/
[1] https://softwaretesting.news/toyota-to-resume-operations-of-autonomous-vehicles-at-the-paralympic-games-village/
[1] https://towardsdatascience.com/why-you-shouldnt-use-reinforcement-learning-163bae193da8?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1432685494647734279
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=c531b303-ffb9-11eb-9eae-4375764c7945&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wOC0xNy93YXltby1zLXNlbGYtZHJpdmluZy1jYXJzLWFyZS05OS1vZi10aGUtd2F5LXRoZXJlLXRoZS1sYXN0LTEtaXMtdGhlLWhhcmRlc3Q=
[1] https://twitter.com/i/web/status/1432814524382519296
[1] https://twitter.com/i/web/status/1432817221437468675
[1] https://twitter.com/i/web/status/1432936132698787843

Top URLs in Tweet in G8:
[4] https://robofluence.com/nuro-launches-world-class-test-track/
[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
[2] https://www.linkedin.com/slink?code=dQGXDNQZ
[2] https://robofluence.com/waymo-robotaxi-now-open-in-san-francisco/
[2] https://arxiv.org/abs/1911.08044
[1] https://twitter.com/jblefevre60/status/1437292944629829636
[1] https://twitter.com/i/web/status/1437362207310893059
[1] https://robofluence.com/intel-mobileye-unveils-robotaxi-and-autonomous-electric-shuttle/
[1] https://twitter.com/i/web/status/1433895373265899552
[1] https://robofluence.com/apple-selects-new-chief-for-self-driving-car-project/

Top URLs in Tweet in G9:
[4] http://theherdlocker.com/tweet/popularity/selfDrivingCars
[1] https://www.project-syndicate.org/c/srE4Cgw
[1] https://jobs.lever.co/waabi/ad3c77da-5607-4c4f-8784-8407478cbace

Top URLs in Tweet in G10:
[33] https://www.selfdrivingcars360.com/
[14] https://questions.selfdrivingcars360.com
[12] https://Catalog.selfdrivingcars360.com/
[3] https://www.selfdrivingcars360.com/how-to-simulate-automated-vehicle-ecus-in-the-lab-with-artificial-test-data/
[2] https://www.selfdrivingcars360.com/video-nuro-announces-expansion-plans-in-southern-nevada/
[2] https://www.selfdrivingcars360.com/hyundai-ioniq-5-becomes-motionals-new-self-driving-robotaxi/
[2] https://www.selfdrivingcars360.com/british-drivers-predict-the-car-of-the-future/
[2] https://www.selfdrivingcars360.com/activity-detection-inside-a-vehicle/
[2] https://www.selfdrivingcars360.com/dream-of-autonomous-vehicles-crashes-into-reality-of-driving-challenges/
[2] https://www.selfdrivingcars360.com/14-tech-experts-predict-exciting-future-features-of-driverless-cars/

Top Domains
Top Domains in Tweet in Entire Graph:
[359] twitter.com
[283] linkedin.com
[186] medium.com
[125] selfdrivingcars360.com
[66] forbes.com
[65] theverge.com
[61] project-syndicate.org
[60] producthunt.com
[50] hdmotori.it
[48] co.uk

Top Domains in Tweet in G1:
[193] twitter.com
[70] medium.com
[48] theverge.com
[42] forbes.com
[40] hdmotori.it
[36] linkedin.com
[35] co.uk
[23] aci.it
[22] analyticsinsight.net
[17] gazzetta.it

Top Domains in Tweet in G2:
[173] linkedin.com
[97] medium.com
[56] producthunt.com
[48] project-syndicate.org
[34] twitter.com
[34] clearpathrobotics.com
[27] aitrends.com
[21] zdnet.com
[15] allaboutcircuits.com
[15] wyloapp.com

Top Domains in Tweet in G3:
[26] twitter.com
[21] forbes.com
[17] linkedin.com
[16] theverge.com
[16] medium.com
[15] youtube.com
[10] hdmotori.it
[10] autonews.com
[8] caranddriver.com
[7] techcrunch.com

Top Domains in Tweet in G4:
[48] linkedin.com
[21] twitter.com
[6] moneycontrol.com
[3] nodexlgraphgallery.org
[2] gov.in
[1] co.uk

Top Domains in Tweet in G5:
[4] nodexlgraphgallery.org
[3] twitter.com
[2] trib.al
[1] autoevolution.com
[1] yahoo.com
[1] hotcars.com

Top Domains in Tweet in G6:
[5] venturebeat.com
[3] medium.com
[3] twitter.com
[1] linkedin.com
[1] analyticsinsight.net

Top Domains in Tweet in G7:
[18] twitter.com
[4] linkedin.com
[4] co.uk
[4] pioneeringminds.com
[3] selfdrivingcars360.com
[3] techcrunch.com
[2] driving.ca
[2] forbes.com
[2] asiantechpress.com
[1] softwaretesting.news

Top Domains in Tweet in G8:
[9] robofluence.com
[3] twitter.com
[3] sae.org
[2] linkedin.com
[2] arxiv.org

Top Domains in Tweet in G9:
[4] theherdlocker.com
[1] project-syndicate.org
[1] lever.co

Top Domains in Tweet in G10:
[105] selfdrivingcars360.com
[41] twitter.com
[2] wired.com
[1] a2d2.audi
[1] aitrends.com
[1] waymo.com
[1] freightwaves.com
[1] insurancebusinessmag.com
[1] wort.lu
[1] marketresearchtelecast.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4491] ai
[3633] analytics
[3480] machinelearning
[3158] iot
[2979] bigdata
[2781] rstats
[2419] selfdrivingcars
[2211] iiot
[1982] reactjs
[1706] datascience



Top Hashtags in Tweet in G1:
[1128] ai
[1028] selfdrivingcars
[690] iot
[605] machinelearning
[405] 5g
[397] analytics
[379] bigdata
[353] autonomousvehicles
[277] rstats
[247] selfdriving

Top Hashtags in Tweet in G2:
[2547] analytics
[2260] ai
[2093] machinelearning
[2002] rstats
[1961] bigdata
[1701] iot
[1496] iiot
[1462] reactjs
[1077] datascience
[1017] python

Top Hashtags in Tweet in G3:
[612] ai
[422] selfdrivingcars
[338] iot
[305] machinelearning
[273] analytics
[221] rstats
[209] bigdata
[170] iiot
[168] autonomousvehicles
[168] reactjs

Top Hashtags in Tweet in G4:
[396] bigdata
[387] analytics
[342] machinelearning
[304] datascience
[302] iot
[291] iiot
[269] ai
[262] rstats
[161] python
[155] reactjs

Top Hashtags in Tweet in G5:
[65] selfdrivingcars
[51] ai
[51] hyundai
[48] autonomous
[37] sdgs
[37] trucking
[37] hydrogen
[13] autonomousvehicles
[12] machinelearning
[10] iot

Top Hashtags in Tweet in G6:
[104] selfdrivingcars
[103] ai
[94] iot
[90] machinelearning
[90] blockchain
[90] 3dprint
[10] bigdata
[9] 5g
[8] analytics
[7] datascience

Top Hashtags in Tweet in G7:
[63] selfdrivingcars
[9] ai
[8] technology
[7] tesla
[5] machinelearning
[4] autonomousvehicles
[4] autonomousvehicle
[4] artificialintelligence
[4] lidar
[4] automotive

Top Hashtags in Tweet in G8:
[16] selfdrivingcars
[13] automotiveindustry
[12] autonomousvehicles
[4] tech
[4] iot
[4] fooddelivery
[3] future
[3] digitaltransformation
[3] autonomous
[3] machinelearning

Top Hashtags in Tweet in G9:
[6] selfdrivingcars
[6] machinelearning
[6] analytics
[5] bigdata
[5] ai
[5] rstats
[4] datascience
[4] iot
[4] iiot
[3] reactjs

Top Hashtags in Tweet in G10:
[162] selfdrivingcars
[101] autonomousvehicles
[99] driverlesscars
[97] autonomouscars
[96] selfdriving
[91] driverless
[91] cars
[90] automotive
[46] transport
[31] robocars

Top Words
Top Words in Tweet in Entire Graph:
[4459] #ai
[3633] #analytics
[3480] #machinelearning
[3151] #iot
[2967] #bigdata
[2781] #rstats
[2419] #selfdrivingcars
[2211] #iiot
[1989] pinakilaskar
[1945] #reactjs

Top Words in Tweet in G1:
[1115] #ai
[1028] #selfdrivingcars
[689] #iot
[605] #machinelearning
[505] guidaautonoma
[400] #5g
[397] #analytics
[378] #bigdata
[348] #autonomousvehicles
[289] driving

Top Words in Tweet in G2:
[2547] #analytics
[2250] #ai
[2093] #machinelearning
[2002] #rstats
[1953] #bigdata
[1698] #iot
[1496] #iiot
[1425] #reactjs
[1222] pinakilaskar
[1081] analytics_699

Top Words in Tweet in G3:
[605] #ai
[422] #selfdrivingcars
[353] guidaautonoma
[335] #iot
[305] #machinelearning
[273] #analytics
[221] #rstats
[208] #bigdata
[170] #iiot
[168] #reactjs

Top Words in Tweet in G4:
[394] #bigdata
[387] #analytics
[342] #machinelearning
[326] pinakilaskar
[304] #datascience
[302] #iot
[291] #iiot
[267] #ai
[262] #rstats
[161] #python

Top Words in Tweet in G5:
[165] jeroenbartelse
[80] driving
[76] self
[65] #selfdrivingcars
[53] robotaxi
[51] hyundai
[51] #ai
[51] technology
[51] deal
[51] narrow

Top Words in Tweet in G6:
[104] #selfdrivingcars
[103] #ai
[94] #iot
[93] jblefevre60
[90] #machinelearning
[90] #blockchain
[90] #3dprint
[89] 10
[83] technologies
[83] next

Top Words in Tweet in G7:
[63] #selfdrivingcars
[28] driving
[23] self
[16] cars
[10] more
[9] #ai
[8] #technology
[7] vehicles
[7] #tesla
[6] car

Top Words in Tweet in G8:
[32] driving
[22] vehicles
[19] self
[18] car
[17] levels
[17] automation
[16] #selfdrivingcars
[14] apple
[14] electric
[13] heavily

Top Words in Tweet in G9:
[82] available
[42] raquelurtasun
[42] research
[42] long
[41] internships
[41] waabi_ai
[41] year
[41] duration
[41] 12
[41] months

Top Words in Tweet in G10:
[162] #selfdrivingcars
[101] #autonomousvehicles
[99] #driverlesscars
[97] #autonomouscars
[97] #selfdriving
[91] #driverless
[91] #cars
[90] #automotive
[50] read
[47] news

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2207] #iot,#iiot
[1898] #machinelearning,#bigdata
[1842] #bigdata,#analytics
[1536] #rstats,#reactjs
[1338] #analytics,#datascience
[1253] #datascience,#iot
[1220] #python,#rstats
[1135] #ai,#machinelearning
[1024] #reactjs,#iot
[941] #analytics,#machinelearning

Top Word Pairs in Tweet in G1:
[340] #selfdrivingcars,#ai
[307] #ai,#iot
[288] #iot,#5g
[257] #machinelearning,#bigdata
[238] #iot,#iiot
[234] self,driving
[226] #bigdata,#analytics
[176] driving,cars
[173] #ai,#machinelearning
[163] #analytics,#datascience

Top Word Pairs in Tweet in G2:
[1495] #iot,#iiot
[1205] #rstats,#reactjs
[1188] #machinelearning,#bigdata
[1145] #bigdata,#analytics
[884] #python,#rstats
[804] #reactjs,#iot
[802] #analytics,#datascience
[748] #datascience,#iot
[738] #analytics,#machinelearning
[615] #ai,#machinelearning

Top Word Pairs in Tweet in G3:
[170] #iot,#iiot
[144] #rstats,#reactjs
[138] #machinelearning,#bigdata
[116] #selfdrivingcars,#ai
[111] #bigdata,#analytics
[106] #ai,#iot
[105] #python,#rstats
[103] self,driving
[98] #reactjs,#iot
[88] #iot,#5g

Top Word Pairs in Tweet in G4:
[345] #bigdata,#analytics
[288] #iot,#iiot
[286] #machinelearning,#bigdata
[278] #analytics,#datascience
[269] #datascience,#iot
[166] #ai,#machinelearning
[133] #iiot,#rstats
[118] #rstats,#javascript
[116] #javascript,#reactjs
[110] #python,#rstats

Top Word Pairs in Tweet in G5:
[76] self,driving
[51] driving,technology
[51] technology,deal
[51] deal,narrow
[51] narrow,spaces
[51] spaces,hohocho
[51] hohocho,#hyundai
[49] jeroenbartelse,hyundai
[49] jeroenbartelse,self
[49] #hyundai,#selfdrivingca

Top Word Pairs in Tweet in G6:
[90] #iot,#blockchain
[90] #blockchain,#3dprint
[85] #ai,#machinelearning
[83] technologies,next
[83] next,decade
[83] decade,#ai
[80] 10,technologies
[80] #machinelearning,#iot
[80] #3dprint,#selfdrivingcars
[79] jblefevre60,10

Top Word Pairs in Tweet in G7:
[22] self,driving
[14] driving,cars
[4] autonomous,driving
[4] #driverlesscars,#selfdrivingcars
[3] driving,vehicles
[3] #ai,#selfdrivingcars
[3] #selfdrivingcars,#robotics
[3] input,testing
[3] testing,#selfdrivingcars
[3] #selfdrivingcars,#technology

Top Word Pairs in Tweet in G8:
[19] self,driving
[17] driving,vehicles
[13] apple,heavily
[13] heavily,rumored
[13] rumored,electric
[13] electric,car
[13] car,developed
[13] developed,independently
[13] independently,according
[13] according,sources

Top Word Pairs in Tweet in G9:
[41] research,internships
[41] internships,available
[41] available,waabi_ai
[41] waabi_ai,year
[41] year,long
[41] long,duration
[41] duration,12
[41] 12,months
[41] months,available
[41] available,both

Top Word Pairs in Tweet in G10:
[97] #driverlesscars,#autonomouscars
[95] #autonomouscars,#autonomousvehicles
[90] #cars,#automotive
[90] #selfdriving,#driverless
[82] #autonomousvehicles,#selfdriving
[56] #driverless,#cars
[55] #selfdrivingcars,#driverlesscars
[47] #selfdrivingcars,news
[46] #automotive,#transport
[33] read,#selfdrivingcars

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@analytics_699
@guidaautonoma
@jeroenbartelse
@sonu_monika
@futuretechams
@eli_krumova
@jblefevre60
@akbarth3great
@enricomolinari

Top Mentioned in G1:
@guidaautonoma
@pinakilaskar
@analytics_699
@akbarth3great
@iot_automotive
@selfdriving360
@enricomolinari
@mikequindazzi
@stratorob
@jobyaviation

Top Mentioned in G2:
@pinakilaskar
@analytics_699
@sonu_monika
@eli_krumova
@futuretechams
@indichilli1
@techninjahere
@fisheyebox
@development_rt
@guidaautonoma

Top Mentioned in G3:
@guidaautonoma
@analytics_699
@pinakilaskar
@jeroenbartelse
@cnet
@anand_narang
@futuretechams
@mobileye
@shi4tech
@enricomolinari

Top Mentioned in G4:
@pinakilaskar
@analytics_699
@jeroenbartelse
@guidaautonoma
@marcusborba
@fisheyebox
@sonu_monika
@robotconsumer
@enricomolinari

Top Mentioned in G5:
@jeroenbartelse
@hohocho
@sp
@digitaltrends
@arirangworld
@enricomolinari
@mvollmer1
@spirosmargaris
@frronconi

Top Mentioned in G6:
@jblefevre60
@ipfconline1
@pinakilaskar
@jeroenbartelse
@venturebeat
@psb_dc
@adam
@5geek2
@shi4tech

Top Mentioned in G7:
@aicas_iot
@aeromobix

Top Mentioned in G8:
@mhcommunicate
@saeintl
@digitalmasterch
@antgrasso
@wevolverapp
@nurobots
@lindagrass0
@robofluence
@jeroenbartelse
@smbsf

Top Mentioned in G9:
@raquelurtasun
@waabi_ai
@pinakilaskar
@ronald_vanloon
@whats_ai
@jimmyroybloom
@experimentworld
@lanceeliot
@jesus_hoyos
@analytics_699

Top Mentioned in G10:
@selfdriving360
@digitaltrends
@mashable
@guidaautonoma
@zoox
@jeroenbartelse
@gigadgets_
@mvollmer1
@analytics_699
@cheddar

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@javascriptd
@femtech_
@xaelbot
@codedailybot
@iartg
@evankirstel

Top Tweeters in G1:
@chidambara09
@sudeepkhatri
@reuters
@artificialbra1n
@hubofml
@andrewmorrisuk
@ssxman2
@lelkan
@gezgintrk
@trippbraden

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@javascriptd
@femtech_
@xaelbot
@thedeveloperbot
@cybersecurityn8
@discovertech3
@ipythonistabot
@coder_487

Top Tweeters in G3:
@piyuanker12
@codedailybot
@godfrey_g_
@benishii_
@nicochan33
@nomoreslaves
@shi4tech
@rwang0
@digitaldecoded1
@ciaogirl9

Top Tweeters in G4:
@ayirpelle
@7wdata
@bookduke
@vlenxx
@kenfry10
@vishne0
@veritasardentur
@60far60pay
@gapaorices
@nvsdata

Top Tweeters in G5:
@mohammed1367__
@humbertozamorar
@lkafle
@rldi_lamy
@ganjasmokercb
@hl10pm
@bernardo_pirola
@yukinari230
@sunilddesai
@albertan48

Top Tweeters in G6:
@evankirstel
@gvalan
@mark45dominic
@jblefevre60
@natschooler
@venturebeat
@drjdrooghaag
@hernangraffe
@grigorkh
@pdrini_guardian

Top Tweeters in G7:
@chuckbaggett
@massimoguerrera
@ptcnews
@selenamaranjian
@shimonlevit
@hwingo
@shoebhakim
@lawyerhakim
@drmattcrowson
@meharvik

Top Tweeters in G8:
@lorimoreno
@ilovebooks786
@richdent
@drrueckauf
@kirkdborne
@kanezadiane
@archonsec
@russhogarth
@k2020cat
@jefeblack

Top Tweeters in G9:
@jimmyroybloom
@jesus_hoyos
@jennifermeacher
@suhnyllakler
@busuulwa_mark
@andresvarela
@ottawamondays
@experimentworld
@csprofkgd
@vadimkantorov

Top Tweeters in G10:
@dataaugmented
@yahoofinance
@quicktake
@honda
@jayeshmthakur
@mediarings
@quasagroup
@eintsein1980
@michaguerin
@cheddar