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#selfdrivingcars_2022-04-20_05-36-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 20, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3vyAIxD
@robotconsumer
@khulood_almani
@guidaautonoma
@pinakilaskar
@jeroenbartelse
@ronald_vanloon
@analytics_699
@mvollmer1
@enricomolinari
@fabriziobustama

Top hashtags:
#ai
#selfdrivingcars
#iot
#machinelearning
#bigdata

Description:
Description
The graph represents a network of 1,840 Twitter users whose tweets in the requested range contained "#selfdrivingcars", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 April 2022 at 12:47 UTC.

The requested start date was Wednesday, 20 April 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 25-day, 6-hour, 8-minute period from Friday, 25 March 2022 at 15:16 UTC to Tuesday, 19 April 2022 at 21:24 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 : 1840
Unique Edges : 2848
Edges With Duplicates : 17101
Total Edges : 19949
Number of Edge Types : 5
Retweet : 5951
MentionsInRetweet : 10214
Mentions : 2711
Tweet : 995
Replies to : 78
Self-Loops : 1406
Reciprocated Vertex Pair Ratio : 0.0380577427821522
Reciprocated Edge Ratio : 0.0733249051833123
Connected Components : 155
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 1622
Maximum Edges in a Connected Component : 19620
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.261427
Graph Density : 0.00163634536728373
Modularity : 0.169495
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,840 Twitter users whose tweets in the requested range contained "#selfdrivingcars", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 April 2022 at 12:47 UTC.

The requested start date was Wednesday, 20 April 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 25-day, 6-hour, 8-minute period from Friday, 25 March 2022 at 15:16 UTC to Tuesday, 19 April 2022 at 21:24 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:
[478] https://www.jobpreference.com/
[130] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[92] https://twitter.com/iot_automotive/timelines/1122115041417887744
[45] https://twitter.com/iot_automotive/timelines/1369658804976062464
[42] https://siamagazin.com/ultra-luxury-cadillac-innerspace-autonomous-concept/
[42] https://aawsat.com/node/3545726
[39] https://wired.me/gear/cars/watch-how-mobileyes-self-driving-taxi-navigates-jerusalem-streets/
[33] https://www.linkedin.com/posts/pinakilaskar_real-time-on-board-adas-testing-in-vehicle-activity-6919482792351252480-lb2E?utm_source=linkedin_share&utm_medium=android_app
[31] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-ai-machinelearning-activity-6920238160064954368-yro1?utm_source=linkedin_share&utm_medium=android_app
[27] https://jalopnik.com/nasas-record-breaking-mars-rover-is-way-better-at-self-1848779123?utm_source=twitter&utm_medium=SocialMarketing&utm_campaign=dlvrit&utm_content=jalopnik

Top URLs in Tweet in G1:
[83] https://twitter.com/iot_automotive/timelines/1122115041417887744
[60] https://www.jobpreference.com/
[37] https://twitter.com/iot_automotive/timelines/1369658804976062464
[17] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[12] https://venturebeat.com/2022/03/31/what-is-autonomous-ai/
[10] https://www.selfdrivingcars360.com/
[7] https://Catalog.selfdrivingcars360.com/
[6] https://www.reuters.com/business/autos-transportation/toyota-joins-tesla-developing-self-driving-tech-with-low-cost-cameras-2022-04-06/
[6] https://www.adamsmith.org/blog/whos-afraid-of-self-driving-cars
[5] https://www.cnbc.com/amp/2022/04/10/video-shows-what-happens-when-a-driverless-car-gets-pulled-over.html

Top URLs in Tweet in G2:
[261] https://www.jobpreference.com/
[18] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-ai-machinelearning-activity-6920238160064954368-yro1?utm_source=linkedin_share&utm_medium=android_app
[18] https://www.linkedin.com/posts/pinakilaskar_real-time-on-board-adas-testing-in-vehicle-activity-6919482792351252480-lb2E?utm_source=linkedin_share&utm_medium=android_app
[16] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[12] https://www.linkedin.com/posts/pinakilaskar_ai-bigdata-robotics-activity-6922027107485110272-f4ZH?utm_source=linkedin_share&utm_medium=android_app
[12] https://www.aitrends.com/ai-insider/cognitive-timing-for-ai-self-driving-cars/
[11] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-ai-algorithms-activity-6916234375852355584-OXsS?utm_source=linkedin_share&utm_medium=android_app
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274393
[10] https://www.linkedin.com/posts/pinakilaskar_datascience-engineering-machinelearning-activity-6917321842261118976-OoVc?utm_source=linkedin_share&utm_medium=android_app
[10] https://www.linkedin.com/posts/pinakilaskar_machinelearning-algorithms-datascientists-activity-6917682751928160256--lAP?utm_source=linkedin_share&utm_medium=android_app

Top URLs in Tweet in G3:
[139] https://www.jobpreference.com/
[90] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[11] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274393
[11] https://www.linkedin.com/posts/pinakilaskar_real-time-on-board-adas-testing-in-vehicle-activity-6919482792351252480-lb2E?utm_source=linkedin_share&utm_medium=android_app
[11] https://wired.me/gear/cars/watch-how-mobileyes-self-driving-taxi-navigates-jerusalem-streets/
[11] https://aawsat.com/node/3545726
[10] https://www.formulapassion.it/automoto/elettriche/faraday-future-grave-accusa-truffa-prenotazioni-gonfiate-611228.html/amp
[10] https://siamagazin.com/ultra-luxury-cadillac-innerspace-autonomous-concept/
[9] https://www.sassarioggi.it/cronaca/smart-cities-verso-citta-del-futuro/
[9] https://energiaoltre.it/i-camion-a-guida-autonoma-popoleranno-le-grandi-tratte/

Top URLs in Tweet in G4:
[26] https://aawsat.com/node/3545726
[18] https://www.jobpreference.com/
[8] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[4] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273994
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273572
[3] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[2] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[2] https://www.linkedin.com/posts/pinakilaskar_real-time-on-board-adas-testing-in-vehicle-activity-6919482792351252480-lb2E?utm_source=linkedin_share&utm_medium=android_app
[2] https://www.crowdcube.com/academyofrobotics
[1] https://twitter.com/i/web/status/1508018280023347200

Top URLs in Tweet in G5:
[28] https://siamagazin.com/ultra-luxury-cadillac-innerspace-autonomous-concept/
[22] https://wired.me/gear/cars/watch-how-mobileyes-self-driving-taxi-navigates-jerusalem-streets/
[14] https://jalopnik.com/nasas-record-breaking-mars-rover-is-way-better-at-self-1848779123?utm_source=twitter&utm_medium=SocialMarketing&utm_campaign=dlvrit&utm_content=jalopnik
[10] https://www.motor1.com/news/575973/mercedes-amg-autonomous-hot-laps/
[8] https://www.reuters.com/business/autos-transportation/toyota-aurora-test-drive-autonomous-ride-hailing-fleet-texas-2022-03-23/
[8] https://www.wsj.com/articles/waymo-to-send-driverless-cars-through-san-francisco-11648648800
[4] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[3] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274393
[3] http://nodexlgraphgallery.org/Pages/Graph.as
[2] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273994

Top URLs in Tweet in G6:
[4] https://twitter.com/llsethj/status/1512960943805841410
[2] https://www.theguardian.com/technology/2022/mar/27/how-self-driving-cars-got-stuck-in-the-slow-lane
[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
[2] https://www.axios.com/autonomous-cars-self-driving-safe-dangerous-tesla-9ff8c89c-6018-4aa0-b997-72a440fcea3c.html
[2] https://autonomyev.com/
[1] https://www.computerweekly.com/feature/Swedish-researcher-cuts-through-the-hype-around-autonomous-vehicles?utm_content=200747124&utm_medium=social&utm_source=twitter&hss_channel=tw-149295834
[1] https://www.linkedin.com/feed/update/urn:li:share:6913243320823488512
[1] https://cleantechnica.com/2022/03/23/mercedes-will-be-legally-responsible-while-drive-pilot-system-is-engaged/
[1] https://twitter.com/aranasxavier/status/1507762343727443974
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=8341e3d8-acd4-11ec-8f06-466f6172636c&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMy0yNS9jaGluYS1lbGVjdHJpYy1jYXItYmF0dGVyeS1sZWFkZXItY2F0bC1pcy1tb3N0bHktd2VsY29tZS1pbi11LXM=

Top URLs in Tweet in G7:
[2] https://twitter.com/Manic_Marge/status/1474056338464407554
[2] https://www.electrive.com/2018/03/16/gm-announces-new-100-million-dollar-investment/
[2] 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
[1] https://imgflip.com/i/6cyj3d
[1] https://gizmodo.com/san-francisco-cruise-self-driving-car-police-1848777469
[1] https://www-nbcnews-com.cdn.ampproject.org/c/s/www.nbcnews.com/news/amp/rcna20028
[1] https://twitter.com/DriveTeslaca/status/1511730575161401350
[1] https://twitter.com/i/web/status/1508923508805582857
[1] https://www.youtube.com/watch?v=ZLBR39RcyiU&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://www.linkedin.com/posts/pinakilaskar_ai-bigdata-robotics-activity-6922027107485110272-f4ZH?utm_source=linkedin_share&utm_medium=android_app

Top URLs in Tweet in G9:
[3] https://www.theverge.com/2022/4/10/23019303/heres-what-happens-cops-pull-over-a-driverless-cruise-vehicle-general-motors
[2] https://thenextweb.com/news/the-evolution-of-driving-towards-vehicle-automation-2
[1] https://www.thomasnet.com/insights/ford-bosch-test-self-parking-cars-with-advanced-smart-parking-lab/
[1] https://www.forbes.com/sites/lanceeliot/2021/06/23/internal-whistleblowers-might-just-blow-the-lid-off-some-quite-dicey-ai-self-driving-cars/?ss=ai&sh=6b5e14fd3d62
[1] https://www.forbes.com/sites/samabuelsamid/2021/06/24/next-gen-electric-volvo-flagship-to-feature-luminar-iris-lidar-as-standard-equipment/?ss=bigdata&sh=382fcc245ffa
[1] https://www.forbes.com/sites/lanceeliot/2021/06/25/the-absurdity-and-misleading-baloney-about-ai-self-driving-cars-that-will-be-uncrashable/?ss=ai&sh=2f10e128125c
[1] https://www.forbes.com/sites/lanceeliot/2021/06/30/lip-reading-by-ai-self-driving-cars-is-either-alarming-or-ingenious/?ss=ai&sh=2b8a12801082
[1] https://www.forbes.com/sites/lanceeliot/2021/07/02/rating-the-fast-and-furious-movies-hottest-vehicles-and-gazing-into-the-future-toward-an-era-of-ai-self-driving-cars/?ss=ai&sh=5922c347e03e
[1] https://www.forbes.com/sites/greggardner/2021/06/29/automakers-must-report-more-detail-on-crashes-in-automated-vehicles-under-new-safety-rule/?ss=bigdata&sh=68fb77de1ed9
[1] https://www.cnbc.com/2021/07/02/tesla-tsla-q2-2021-vehicle-production-and-delivery-numbers.html

Top URLs in Tweet in G10:
[1] https://arstechnica.com/cars/2022/04/driving-the-jeep-magneto-an-electric-concept-with-a-manual-transmission/
[1] https://twitter.com/i/web/status/1508002137221046272
[1] https://twitter.com/i/web/status/1508655184905486336
[1] https://twitter.com/i/web/status/1509153722517053441
[1] https://www.cnbc.com/2022/04/07/biden-administration-holds-ev-industry-meeting-with-musk-barra.html
[1] https://twitter.com/i/web/status/1513343579384692739
[1] https://mashable.com/article/police-stop-driverless-car?utm_content=buffer283a3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1513685833177571329
[1] https://twitter.com/i/web/status/1513738681399578628
[1] https://www.cnn.com/2022/04/12/business/honda-electric-cars-intl-hnk/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[478] jobpreference.com
[413] twitter.com
[282] linkedin.com
[208] medium.com
[100] forbes.com
[99] nodexlgraphgallery.org
[66] aci.it
[63] hdmotori.it
[54] selfdrivingcars360.com
[43] youtube.com

Top Domains in Tweet in G1:
[175] twitter.com
[60] jobpreference.com
[53] selfdrivingcars360.com
[23] linkedin.com
[20] youtube.com
[18] medium.com
[15] hdmotori.it
[15] aci.it
[14] forbes.com
[14] venturebeat.com

Top Domains in Tweet in G2:
[261] jobpreference.com
[170] linkedin.com
[84] medium.com
[52] twitter.com
[35] nodexlgraphgallery.org
[21] arxiv.org
[12] aitrends.com
[6] youtube.com
[6] mit.edu
[6] techcrunch.com

Top Domains in Tweet in G3:
[139] jobpreference.com
[97] medium.com
[92] twitter.com
[78] linkedin.com
[46] aci.it
[46] hdmotori.it
[31] nodexlgraphgallery.org
[19] theverge.com
[19] formulapassion.it
[18] bbntimes.com

Top Domains in Tweet in G4:
[26] aawsat.com
[18] jobpreference.com
[12] nodexlgraphgallery.org
[10] bbntimes.com
[7] twitter.com
[5] linkedin.com
[3] medium.com
[2] forbes.com
[2] crowdcube.com
[1] siamagazin.com

Top Domains in Tweet in G5:
[28] siamagazin.com
[22] wired.me
[14] jalopnik.com
[11] nodexlgraphgallery.org
[10] motor1.com
[8] reuters.com
[8] wsj.com
[7] twitter.com
[5] statista.com
[4] medium.com

Top Domains in Tweet in G6:
[31] twitter.com
[5] theguardian.com
[5] pioneeringminds.com
[4] linkedin.com
[4] co.uk
[3] techcrunch.com
[3] youtube.com
[2] theverge.com
[2] brandsynario.com
[2] the-next-tech.com

Top Domains in Tweet in G7:
[4] twitter.com
[2] electrive.com
[2] sae.org
[1] imgflip.com
[1] gizmodo.com
[1] ampproject.org
[1] youtube.com

Top Domains in Tweet in G8:
[1] linkedin.com

Top Domains in Tweet in G9:
[26] forbes.com
[5] twitter.com
[3] thenextweb.com
[3] theverge.com
[2] cnbc.com
[1] thomasnet.com
[1] wired.com
[1] interestingengineering.com
[1] futurism.com
[1] usatoday.com

Top Domains in Tweet in G10:
[7] thenextweb.com
[6] twitter.com
[4] arstechnica.com
[4] cnet.com
[4] nytimes.com
[2] futurism.com
[1] cnbc.com
[1] mashable.com
[1] cnn.com
[1] wired.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4508] ai
[4001] selfdrivingcars
[2017] iot
[1787] machinelearning
[1532] bigdata
[1393] autonomousvehicles
[1359] analytics
[1228] python
[923] 5g
[806] coding



Top Hashtags in Tweet in G1:
[1016] selfdrivingcars
[872] ai
[411] autonomousvehicles
[357] iot
[218] 5g
[193] machinelearning
[175] driverless
[146] selfdriving
[138] python
[133] bigdata

Top Hashtags in Tweet in G2:
[1728] ai
[956] selfdrivingcars
[948] machinelearning
[819] bigdata
[810] analytics
[738] iot
[666] python
[473] coding
[468] rstats
[433] reactjs

Top Hashtags in Tweet in G3:
[1500] ai
[1117] selfdrivingcars
[811] iot
[624] machinelearning
[604] autonomousvehicles
[524] 5g
[524] bigdata
[420] autonomous
[417] analytics
[353] python

Top Hashtags in Tweet in G4:
[243] selfdrivingcars
[210] ai
[163] evs
[161] autonomos
[153] smartcities
[81] iot
[76] innovation
[67] python
[64] coding
[56] tech

Top Hashtags in Tweet in G5:
[207] selfdrivingcars
[97] autonomousvehicles
[94] ai
[66] electriccars
[64] 5g
[62] artificialintelligence
[50] autonomous
[39] electricvehicles
[38] tech
[36] deeplearning

Top Hashtags in Tweet in G6:
[126] selfdrivingcars
[18] autonomousvehicles
[18] ai
[12] tesla
[9] automotive
[8] electricvehicles
[8] driverlesscars
[7] elonmusk
[7] autonomousvehicle
[6] tech

Top Hashtags in Tweet in G7:
[25] selfdrivingcars
[9] tesla
[3] autonomousvehicles
[2] dmv
[2] teslaselfdriving
[2] cruiseav
[2] autonomouscars
[2] driverlesscars
[2] zeroemissions
[2] nearmaintenancefree

Top Hashtags in Tweet in G8:
[1] coding
[1] programming
[1] python
[1] javascript
[1] technology
[1] driverless
[1] technews
[1] driverlesscars
[1] selfdrivingcars
[1] ai

Top Hashtags in Tweet in G9:
[75] av
[75] selfdrivingcars
[48] autoindustry
[44] automobileindustry
[21] ai
[8] autonomousvehicles
[5] tesla
[4] ev
[3] robotics
[2] automation

Top Hashtags in Tweet in G10:
[41] electriccars
[41] smartcars
[40] cars
[40] selfdrivingcars
[33] rides
[33] futurecars
[33] speed
[31] whips
[3] environment
[3] ecosystem

Top Words
Top Words in Tweet in Entire Graph:
[4500] #ai
[3992] #selfdrivingcars
[2012] #iot
[1779] #machinelearning
[1527] #bigdata
[1393] #autonomousvehicles
[1389] guidaautonoma
[1336] #analytics
[1228] #python
[1008] pinakilaskar

Top Words in Tweet in G1:
[1010] #selfdrivingcars
[868] #ai
[411] #autonomousvehicles
[374] guidaautonoma
[355] #iot
[216] #5g
[191] #machinelearning
[175] #driverless
[152] top
[152] ronald_vanloon

Top Words in Tweet in G2:
[1727] #ai
[956] #selfdrivingcars
[945] #machinelearning
[819] #bigdata
[797] #analytics
[737] #iot
[666] #python
[567] pinakilaskar
[473] #coding
[453] #rstats

Top Words in Tweet in G3:
[1498] #ai
[1114] #selfdrivingcars
[809] #iot
[759] guidaautonoma
[621] #machinelearning
[604] #autonomousvehicles
[522] #5g
[519] #bigdata
[427] #autonomous
[410] #analytics

Top Words in Tweet in G4:
[243] #selfdrivingcars
[209] #ai
[163] #evs
[163] khulood_almani
[161] #autonomos
[153] #smartcities
[144] visualcap
[114] cost
[109] range
[109] major

Top Words in Tweet in G5:
[207] #selfdrivingcars
[182] jeroenbartelse
[140] mvollmer1
[107] driving
[97] #autonomousvehicles
[95] autonomous
[94] #ai
[90] self
[73] car
[68] ronald_vanloon

Top Words in Tweet in G6:
[126] #selfdrivingcars
[41] driving
[34] self
[28] cars
[26] car
[18] autonomous
[18] #autonomousvehicles
[18] #ai
[12] #tesla
[11] vehicles

Top Words in Tweet in G7:
[25] #selfdrivingcars
[25] driving
[20] elonmusk
[13] saeintl
[12] self
[11] vehicles
[9] #tesla
[9] tesla
[9] here's
[9] updated

Top Words in Tweet in G8:
[33] experiencing
[33] revolution
[33] driverless
[33] technology
[33] maybe
[33] near
[33] future
[33] vehicles
[33] road
[32] ai_mogo

Top Words in Tweet in G9:
[75] #av
[75] #selfdrivingcars
[48] #autoindustry
[44] #automobileindustry
[31] driving
[30] self
[30] jamesvgingerich
[29] forbes
[29] vehicle
[27] go

Top Words in Tweet in G10:
[41] #electriccars
[41] #smartcars
[40] #cars
[40] #selfdrivingcars
[33] #rides
[33] #futurecars
[33] #speed
[31] #whips
[14] electric
[10] ev

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[851] #ai,#machinelearning
[825] #selfdrivingcars,#ai
[706] #ai,#iot
[595] #iot,#5g
[595] #bigdata,#analytics
[554] #machinelearning,#bigdata
[548] #iot,#iiot
[487] #analytics,#datascience
[479] sign,free
[478] need,#job

Top Word Pairs in Tweet in G1:
[243] #selfdrivingcars,#ai
[162] #selfdrivingcars,#autonomousvehicles
[138] #ai,#selfdrivingcars
[124] #iot,#5g
[120] top,tweets
[120] tweets,enjoy
[120] enjoy,#ai
[117] #ai,#iot
[92] #ai,#machinelearning
[85] self,driving

Top Word Pairs in Tweet in G2:
[517] #ai,#machinelearning
[367] #bigdata,#analytics
[343] #iot,#iiot
[342] #machinelearning,#bigdata
[338] #analytics,#datascience
[261] need,#job
[261] #job,sign
[261] sign,free
[261] free,middleman
[261] middleman,#ai

Top Word Pairs in Tweet in G3:
[507] #selfdrivingcars,#ai
[492] #ai,#iot
[442] #iot,#5g
[252] #startup,#startups
[249] #startups,#smartcity
[234] #ai,#machinelearning
[226] #autonomousvehicles,#autonomous
[219] #robots,#startup
[215] #travel,#tech
[210] akwyz,glengilmore

Top Word Pairs in Tweet in G4:
[157] #selfdrivingcars,#autonomos
[148] #autonomos,#smartcities
[109] range,#evs
[109] #evs,major
[109] major,highway
[107] visualizing,range
[107] cost,visualcap
[107] visualcap,#selfdrivingcars
[106] #smartcities,#ai
[105] khulood_almani,visualizing

Top Word Pairs in Tweet in G5:
[90] self,driving
[62] #selfdrivingcars,#electriccars
[60] #artificialintelligence,#ai
[52] #autonomousvehicles,#selfdrivingcars
[44] #selfdrivingcars,#autonomous
[38] #electriccars,#electricvehicles
[36] #ai,#deeplearning
[33] driving,car
[33] look,#autonomouscar
[33] #autonomouscar,cnbc

Top Word Pairs in Tweet in G6:
[34] self,driving
[13] driving,cars
[10] san,francisco
[10] driving,car
[9] #selfdrivingcars,#autonomousvehicles
[7] autonomous,transportation
[6] #selfdrivingcars,#automotive
[6] cars,autonomous
[6] transportation,explained
[6] explained,two

Top Word Pairs in Tweet in G7:
[12] self,driving
[9] here's,updated
[9] updated,visual
[9] visual,chart
[9] chart,saeintl
[9] saeintl,levels
[9] levels,driving
[9] driving,automation
[9] automation,standard
[9] standard,self

Top Word Pairs in Tweet in G8:
[33] experiencing,revolution
[33] revolution,driverless
[33] driverless,technology
[33] technology,maybe
[33] maybe,near
[33] near,future
[33] future,vehicles
[33] vehicles,road
[32] ai_mogo,experiencing
[20] road,comp

Top Word Pairs in Tweet in G9:
[45] #av,#selfdrivingcars
[44] #autoindustry,#automobileindustry
[37] #selfdrivingcars,#autoindustry
[28] self,driving
[28] forbes,#av
[25] driving,cars
[24] kar,go
[24] go,vehicle
[24] vehicle,deliver
[24] deliver,medication

Top Word Pairs in Tweet in G10:
[40] #electriccars,#cars
[40] #cars,#smartcars
[40] #smartcars,#selfdrivingcars
[33] #selfdrivingcars,#rides
[33] #futurecars,#speed
[31] #rides,#whips
[30] #whips,#futurecars
[6] #speed,thenextweb
[4] ars,technica
[4] technica,#electriccars

Top Replied-To
Top Replied-To in Entire Graph:
@guidaautonoma
@jeroenbartelse
@elonmusk
@frronconi
@mvollmer1
@luminartech
@labordeolivier
@tesla
@david_bott
@model3owners

Top Replied-To in G1:
@luminartech
@model3owners
@kevsmac
@rudigrobler

Top Replied-To in G2:
@jmaxball
@cameramoduleai
@tesla

Top Replied-To in G3:
@labordeolivier
@enilev
@gerald_bader
@tesla

Top Replied-To in G4:
@guidaautonoma
@jeroenbartelse
@frronconi
@mvollmer1
@disfolddotcom
@pinakilaskar
@amitchampaneri1
@glengilmore
@labordeolivier
@magnate_verse

Top Replied-To in G5:
@mvollmer1
@jeroenbartelse

Top Replied-To in G7:
@elonmusk
@wholemarsblog
@vwgroup
@thedrive
@dmitri_dolgov

Top Mentioned
Top Mentioned in Entire Graph:
@guidaautonoma
@pinakilaskar
@analytics_699
@khulood_almani
@mvollmer1
@jobpreference
@jeroenbartelse
@fisheyebox
@ronald_vanloon
@akwyz

Top Mentioned in G1:
@guidaautonoma
@ronald_vanloon
@iot_automotive
@pinakilaskar
@analytics_699
@fabriziobustama
@selfdriving360
@jobpreference
@gigadgets_
@digitaltrends

Top Mentioned in G2:
@pinakilaskar
@analytics_699
@fisheyebox
@mikequindazzi
@jobpreference
@guidaautonoma
@motorcycletwitt
@worldtrendsinfo
@khulood_almani
@mvollmer1

Top Mentioned in G3:
@guidaautonoma
@pinakilaskar
@analytics_699
@khulood_almani
@glengilmore
@akwyz
@fisheyeboxindia
@mvollmer1
@jobpreference
@jeroenbartelse

Top Mentioned in G4:
@khulood_almani
@visualcap
@enricomolinari
@akwyz
@glengilmore
@fisheyeboxindia
@procurementstar
@nicochan33
@mvollmer1
@margaretsiegien

Top Mentioned in G5:
@jeroenbartelse
@mvollmer1
@ronald_vanloon
@guidaautonoma
@cnbc
@khulood_almani
@techinsider
@sia_magazin
@pawlowskimario
@quicktake

Top Mentioned in G6:
@iankhanfuturist
@bmciofficial
@buysellnews
@weareshaip

Top Mentioned in G7:
@elonmusk
@saeintl
@tesla
@technonbusiness
@bphs_arm
@ailsaforshaw
@amazingchevvolt
@herbert_diess
@vwgroup_de
@usdot

Top Mentioned in G8:
@ai_mogo
@pinakilaskar

Top Mentioned in G9:
@jamesvgingerich
@tesla
@selfdriving360
@jeroenbartelse
@analytics_699
@ronald_vanloon
@intengineering

Top Mentioned in G10:
@thenextweb
@nytimes
@foxmental_x
@drgitlin
@kylejhyatt
@futurism
@jimresnick1
@mashable
@wired
@rawstory

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@berkleybearnews
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@cybersecurityn8
@iartg
@evankirstel
@jfsebastian146

Top Tweeters in G1:
@reuters
@rvp
@npsusa
@mrproverbe
@ssxman2
@education_24x7
@estream_studios
@ricardo_ik_ahau
@mashable
@nancyrubin

Top Tweeters in G2:
@javascriptd
@codernotesbot
@hubofml
@womencodersbot
@ml_tweet_bot
@pvalsfr
@micheleangelo13
@thesecretjunio1
@serverlessfan
@xzpwedvhhh37i3c

Top Tweeters in G3:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@fabriciosx
@dataaugmented
@fluttbot
@botsecx

Top Tweeters in G4:
@botraj1
@aldoceccarelli
@lorimoreno
@benishii_
@bot_innovation
@full_bugs
@hanslak
@arealhumanname1
@honda
@psb_dc

Top Tweeters in G5:
@gezgintrk
@cnbc
@virusyana
@wsj
@ganjasmokercb
@alexcan83126283
@bernardo_pirola
@drrueckauf
@nowthisnews
@aadi_n

Top Tweeters in G6:
@berkleybearnews
@techjunkiejh
@indexhu
@gulftoday
@stirlospace
@baladorje
@pra
@johansvisie
@mypalsammy
@studios

Top Tweeters in G7:
@amazingchevvolt
@ailsaforshaw
@nbcnews
@ktynot
@wholemarsblog
@taizun_tapia
@google
@willsmith
@lorakolodny
@gpmt

Top Tweeters in G8:
@swatidr3
@advdevupadhyay
@richardkimphd
@_suresh_rai
@fabyru
@nurislamaitc
@srguptap
@anujkasanas
@aryanmalik_18
@ahmadabdullahn7

Top Tweeters in G9:
@jamesvgingerich
@swissnetinc
@silentseawolf
@nick_barnes
@ernieschell
@mariuskarma
@robert_kroupa
@corruptpunjab
@armando91142904
@wtfmigobierno

Top Tweeters in G10:
@nytimes
@eco1start
@abcnews
@financialtimes
@rawstory
@foxmental_x
@thenextweb
@verge
@shyredmd
@cnnbusiness