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#selfdrivingcars_2021-01-13_05-39-32.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2021
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3bJGRyG
@analytics_699
@robotconsumer
@pinakilaskar
@jblefevre60
@haroldsinnott
@guidaautonoma
@enricomolinari
@jeroenbartelse
@antgrasso
@fisheyebox

Top hashtags:
#ai
#analytics
#bigdata
#selfdrivingcars
#rstats

Description:
Description
The graph represents a network of 1,519 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, 13 January 2021 at 13:44 UTC.

The requested start date was Wednesday, 13 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 6-day, 0-hour, 55-minute period from Wednesday, 06 January 2021 at 22:12 UTC to Tuesday, 12 January 2021 at 23:07 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 : 1519
Unique Edges : 1958
Edges With Duplicates : 15223
Total Edges : 17181
Number of Edge Types : 5
Retweet : 6960
MentionsInRetweet : 9107
Mentions : 680
Tweet : 422
Replies to : 12
Self-Loops : 634
Reciprocated Vertex Pair Ratio : 0.0264033725316175
Reciprocated Edge Ratio : 0.0514483354950281
Connected Components : 64
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 1417
Maximum Edges in a Connected Component : 17044
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.272141
Graph Density : 0.00200620857803787
Modularity : 0.191017
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,519 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, 13 January 2021 at 13:44 UTC.

The requested start date was Wednesday, 13 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 6-day, 0-hour, 55-minute period from Wednesday, 06 January 2021 at 22:12 UTC to Tuesday, 12 January 2021 at 23:07 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:
[85] https://thenextweb.com/shift/2021/01/10/apples-self-driving-car-plans-could-change-the-entire-company-syndication/
[65] https://www.linkedin.com/posts/activity-6753166504814002176-Er2k
[56] https://scholar.uwindsor.ca/cgi/viewcontent.cgi?article=6679&context=etd
[49] https://www.linkedin.com/posts/activity-6753901416605106176-hjuJ
[49] https://www.linkedin.com/posts/activity-6752810101943472128-QB8U
[49] https://bloom.bg/2Xg1oTm?utm_medium=social&cmpid%3D=socialflow-twitter-tictoc&utm_content=tictoc&utm_campaign=socialflow-organic&utm_source=twitter
[48] https://www.linkedin.com/posts/activity-6754602565322776576-4QO9
[26] https://www.post-gazette.com/business/tech-news/2021/01/03/Aurora-Innovation-Chris-Urmson-Gerardo-Interiano-Uber-ATG-acquisition-self-driving-cars/stories/202101030038
[22] https://www.linkedin.com/posts/activity-6754747887353159680-8AEy
[22] https://www.rocketcitynow.com/article/weather/accuweather/self-driving-cars-radar-inclement-weather-rain-fog-snow/507-0438604e-ef32-4c0a-9634-99a6ec71fa12?utm_content=bufferfda4d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[76] https://thenextweb.com/shift/2021/01/10/apples-self-driving-car-plans-could-change-the-entire-company-syndication/
[61] https://www.linkedin.com/posts/activity-6753166504814002176-Er2k
[48] https://www.linkedin.com/posts/activity-6753901416605106176-hjuJ
[48] https://www.linkedin.com/posts/activity-6754602565322776576-4QO9
[47] https://www.linkedin.com/posts/activity-6752810101943472128-QB8U
[46] https://scholar.uwindsor.ca/cgi/viewcontent.cgi?article=6679&context=etd
[22] https://www.linkedin.com/posts/activity-6754747887353159680-8AEy
[20] https://www.linkedin.com/posts/activity-6752453134863400960-usTd
[11] https://www.linkedin.com/posts/activity-6754247900177473536-uG4J
[10] https://finance.yahoo.com/video/doj-fines-boeing-over-2-221332480.html

Top URLs in Tweet in G2:
[47] https://bloom.bg/2Xg1oTm?utm_medium=social&cmpid%3D=socialflow-twitter-tictoc&utm_content=tictoc&utm_campaign=socialflow-organic&utm_source=twitter
[25] https://www.post-gazette.com/business/tech-news/2021/01/03/Aurora-Innovation-Chris-Urmson-Gerardo-Interiano-Uber-ATG-acquisition-self-driving-cars/stories/202101030038
[16] https://www.rocketcitynow.com/article/weather/accuweather/self-driving-cars-radar-inclement-weather-rain-fog-snow/507-0438604e-ef32-4c0a-9634-99a6ec71fa12?utm_content=bufferfda4d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] http://mindblowing.tech
[11] https://www.smartcityexpo.com/en/the-event/media-center/infographics?utm_source=twitter&utm_medium=organic&utm_campaign=infogfx_expositor_visitante_20092018
[9] https://www.ft.com/content/99ea7622-89e2-4ed9-b623-3ab5c413ef3f?utm_content=buffer0bbe2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/private-autonomous-vehicles-the-other-side-of-the-robo-taxi-story?cid=soc-web
[7] https://www.forbes.com/sites/lanceeliot/2020/08/04/ai-needs-to-gain-famed-macgyver-shrewdness-including-for-ai-self-driving-cars
[7] https://scholar.uwindsor.ca/cgi/viewcontent.cgi?article=6679&context=etd
[6] https://thenextweb.com/shift/2021/01/10/apples-self-driving-car-plans-could-change-the-entire-company-syndication/

Top URLs in Tweet in G3:
[4] https://www.forbes.com/sites/lanceeliot/2021/01/05/self-driving-cars-and-asimovs-three-laws-about-robots/?sh=114ab99a4768
[4] https://vehaicle.com/
[3] https://ev.baby/
[3] https://www.theguardian.com/technology/2021/jan/03/peak-hype-driverless-car-revolution-uber-robotaxis-autonomous-vehicle
[2] https://thenextweb.com/shift/2021/01/10/apples-self-driving-car-plans-could-change-the-entire-company-syndication/
[2] https://www.youtube.com/watch?v=B7YNj66GxRA&feature=youtu.be

[2] http://mindblowing.tech
[2] https://scholar.uwindsor.ca/cgi/viewcontent.cgi?article=6679&context=etd
[2] https://www.forbes.com/sites/stephenmcbride1/2021/01/06/why-2021-will-be-the-year-self-driving-cars-go-mainstream/
[2] https://www.jdsupra.com/legalnews/artificial-intelligence-abcs-what-is-it-2022696/

Top URLs in Tweet in G4:
[3] https://www.smartcityexpo.com/en/the-event/media-center/infographics?utm_source=twitter&utm_medium=organic&utm_campaign=infogfx_expositor_visitante_20092018
[1] https://twitter.com/i/web/status/1347814890464026624
[1] https://twitter.com/i/web/status/1348204746574884864
[1] https://twitter.com/i/web/status/1348552658668412929
[1] https://twitter.com/i/web/status/1329349035661017088
[1] https://twitter.com/i/web/status/1348209471177179136
[1] https://www.linkedin.com/posts/activity-6753166504814002176-Er2k
[1] https://www.rocketcitynow.com/article/weather/accuweather/self-driving-cars-radar-inclement-weather-rain-fog-snow/507-0438604e-ef32-4c0a-9634-99a6ec71fa12?utm_content=bufferfda4d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.gadgetbridge.com/wp-content/uploads/2021/01/Flying-car.jpg

Top URLs in Tweet in G5:
[11] https://www.forbes.com/sites/jamesmorris/2021/01/09/chinese-electric-vehicles-to-look-out-for-in-2021/
[2] https://www.reuters.com/article/us-autos-autonomous-oxbotica/self-driving-software-startup-oxbotica-raises-47mln-in-latest-funding-round-idUSKBN29B00X
[1] https://twitter.com/i/web/status/1348031816813449220
[1] https://twitter.com/i/web/status/1348370322257555456
[1] https://twitter.com/i/web/status/1348769197015363585
[1] https://twitter.com/i/web/status/1348041897076514816
[1] https://twitter.com/i/web/status/1343244020345135104
[1] https://www.forbes.com/sites/lanceeliot/2021/01/08/self-driving-cars-and-those-move-over-slow-down-laws/
[1] https://www.forbes.com/sites/lanceeliot/2021/01/05/self-driving-cars-and-asimovs-three-laws-about-robots/
[1] https://www.forbes.com/sites/stephenmcbride1/2021/01/06/why-2021-will-be-the-year-self-driving-cars-go-mainstream/

Top URLs in Tweet in G6:
[5] https://www.weforum.org/agenda/2020/08/flying-cars-japan?utm_source=twitter&utm_medium=social_scheduler&utm_term=Fourth+Industrial+Revolution&utm_content=30/12/2020+01:00
[1] https://twitter.com/i/web/status/1348892483887849473
[1] https://twitter.com/i/web/status/1348107677449142277
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DWbfRPztsKLY&q=EgS4SO-bGMjx-_8FIhkA8aeDS4WH38yVM5vWotirgBSuiWSJFkaeMgFy
[1] https://twitter.com/i/web/status/1348449941522415617
[1] https://twitter.com/i/web/status/1348443951284555776
[1] https://twitter.com/i/web/status/1324465490568228864
[1] https://www.rocketcitynow.com/article/weather/accuweather/self-driving-cars-radar-inclement-weather-rain-fog-snow/507-0438604e-ef32-4c0a-9634-99a6ec71fa12?utm_content=bufferfda4d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/antgrasso/status/1347317100386406400
[1] https://www.weforum.org/agenda/2020/08/flying-cars-japan/

Top URLs in Tweet in G7:
[3] https://podcasts.apple.com/ca/podcast/the-drive-in/id1506600758
[1] https://www.mtaiq.com.au/zoox-unveils-its-new-fully-functional-electric-and-autonomous-robo-taxi/
[1] https://twitter.com/JonErlichman/status/1347204268722421761
[1] https://www.etags.com/blog/what-does-5g-mean-for-autonomous-vehicles-and-self-driving-cars/
[1] https://twitter.com/business/status/1347286098834288642
[1] https://twitter.com/mediumpredict/status/1347544246899912705
[1] https://twitter.com/i/web/status/1347644745108115458
[1] https://twitter.com/i/web/status/1335421538699505664
[1] https://paper.li/D66hnCsrNjm6AMvgnWeKZ?edition_id=a491da00-522d-11eb-8330-0cc47a0d164b
[1] https://twitter.com/i/web/status/1347776937016496132

Top URLs in Tweet in G8:
[5] https://thetaiwantimes.com/apple-hyundai-announce-electric-car-plans-stock-jumps-20/
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=9ff8b7c0-520a-11eb-b476-8d560c8dea46&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMS0wOC9oeXVuZGFpLXNoYXJlcy1qdW1wLW1vc3Qtc2luY2UtMTk4OC1hZnRlci1yZXBvcnQtb24tYXBwbGUtdGllLXVw
[3] https://fortune.com/2021/01/07/apples-self-driving-electric-car-half-a-decade-away/
[2] https://www.indiatoday.in/technology/news/story/hyundai-first-confirmed-talking-to-apple-for-apple-car-and-then-backed-away-1757069-2021-01-08
[2] https://www.bloomberg.com/news/articles/2021-01-07/apple-s-aapl-tesla-tsla-killer-won-t-ship-for-at-least-half-a-decade?fbclid=IwAR23Nl77XSEYs5WhPgJckWWXJiTnIWCUAPbAWAGlpfPON47wvu5t2Pzsceg
[2] https://fortune.com/2020/12/21/apple-self-driving-car-target-year/
[1] https://twitter.com/i/web/status/1348947325998276609
[1] https://twitter.com/i/web/status/1348932043191808000
[1] https://twitter.com/jeffreydwinter/status/1338575453661974528
[1] https://twitter.com/i/web/status/1348939221512445952

Top URLs in Tweet in G9:
[9] https://www.detroitnews.com/story/business/2021/01/07/waymo-nixes-self-driving-verbiage-its-technology/6579548002/
[2] https://www.pinterest.com/fliptheseacom/our-followers-pins-20192020/
[1] https://twitter.com/i/web/status/1348543263632838661
[1] https://twitter.com/i/web/status/1348299209607434242
[1] https://www.theverge.com/2021/1/11/22222151/nio-et7-sedan-specs-range-autonomous-electric-china?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://www.jdsupra.com/legalnews/artificial-intelligence-abcs-what-is-it-2022696/
[1] https://360.here.com/5g-technology-fleet-management
[1] https://www.linkedin.com/posts/activity-6753166504814002176-Er2k

Top URLs in Tweet in G10:
[6] https://www.bcg.com/publications/2020/ending-single-occupancy-vehicles
[2] https://towardsdatascience.com/training-autonomous-vehicles-using-augmented-random-search-in-carla-19fcbe62b697?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.cnet.com/news/a-virtual-ces-2021-means-we-cant-even-meet-these-robots-in-person/
[1] https://groundtruthautonomy.com/who-will-win-the-self-driving-car-race-the-clues-lie-in-elevator-history/
[1] https://www.dqindia.com/?p=72806
[1] https://www.forbes.com/sites/davidsilver/2021/01/06/blue-white-robotics-aims-to-become-the-aws-of-autonomy/?sh=7eb434946faa
[1] https://www.techfinancials.co.za/2021/01/07/how-apples-self-driving-car-plans-might-transform-the-company-itself/
[1] https://www.telegraph.co.uk/technology/2021/01/08/future-work-taxi-driver-waiter/
[1] https://www.forbes.com/sites/lanceeliot/2021/01/08/self-driving-cars-and-those-move-over-slow-down-laws/?sh=4be47e465ae8
[1] https://www.forbes.com/sites/lanceeliot/2021/01/10/self-driving-cars-and-the-chicken-that-crossed-the-road/

Top Domains
Top Domains in Tweet in Entire Graph:
[325] twitter.com
[275] linkedin.com
[92] forbes.com
[89] thenextweb.com
[56] uwindsor.ca
[49] bloom.bg
[26] post-gazette.com
[25] theverge.com
[22] rocketcitynow.com
[21] co.uk

Top Domains in Tweet in G1:
[260] linkedin.com
[181] twitter.com
[76] thenextweb.com
[46] uwindsor.ca
[32] forbes.com
[17] co.uk
[15] theverge.com
[14] yahoo.com
[12] aci.it
[10] jdsupra.com

Top Domains in Tweet in G2:
[47] bloom.bg
[40] twitter.com
[25] forbes.com
[25] post-gazette.com
[16] rocketcitynow.com
[14] mindblowing.tech
[11] smartcityexpo.com
[10] selfdrivingcars360.com
[9] ft.com
[7] mckinsey.com

Top Domains in Tweet in G3:
[29] twitter.com
[14] forbes.com
[6] youtube.com
[6] theverge.com
[4] hdmotori.it
[4] vehaicle.com
[3] aci.it
[3] jdsupra.com
[3] co.uk
[3] ev.baby

Top Domains in Tweet in G4:
[5] twitter.com
[3] smartcityexpo.com
[1] linkedin.com
[1] rocketcitynow.com
[1] gadgetbridge.com

Top Domains in Tweet in G5:
[15] forbes.com
[5] twitter.com
[2] reuters.com
[1] uwindsor.ca
[1] cleantechnica.com
[1] smartcityexpo.com
[1] rocketcitynow.com
[1] linkedin.com
[1] bloom.bg

Top Domains in Tweet in G6:
[6] twitter.com
[6] weforum.org
[1] google.com
[1] rocketcitynow.com
[1] autoconnectedcar.com

Top Domains in Tweet in G7:
[23] twitter.com
[4] linkedin.com
[3] paper.li
[3] apple.com
[2] pioneeringminds.com
[1] com.au
[1] etags.com
[1] sedo.com
[1] boingboing.net
[1] dy.si

Top Domains in Tweet in G8:
[8] twitter.com
[6] bloomberg.com
[5] fortune.com
[5] thetaiwantimes.com
[2] indiatoday.in
[2] aci.it
[1] mindblowing.tech
[1] lifegate.it
[1] co.za
[1] thenextweb.com

Top Domains in Tweet in G9:
[9] detroitnews.com
[2] twitter.com
[2] pinterest.com
[1] theverge.com
[1] jdsupra.com
[1] here.com
[1] linkedin.com

Top Domains in Tweet in G10:
[6] bcg.com
[3] forbes.com
[2] towardsdatascience.com
[1] cnet.com
[1] groundtruthautonomy.com
[1] dqindia.com
[1] co.za
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5434] ai
[3845] analytics
[3790] bigdata
[3176] selfdrivingcars
[2614] rstats
[2563] machinelearning
[2051] datascientist
[1923] linux
[1839] reactjs
[1585] cloudcomputing



Top Hashtags in Tweet in G1:
[4464] ai
[3472] analytics
[3437] bigdata
[2346] rstats
[2264] selfdrivingcars
[2128] machinelearning
[1948] datascientist
[1716] linux
[1631] reactjs
[1499] cloudcomputing

Top Hashtags in Tweet in G2:
[560] ai
[449] selfdrivingcars
[305] machinelearning
[233] analytics
[229] ces2021
[212] bigdata
[166] rstats
[147] autonomousvehicles
[144] iot
[123] reactjs

Top Hashtags in Tweet in G3:
[181] selfdrivingcars
[146] ai
[64] iot
[40] analytics
[37] bigdata
[36] ces2021
[34] autonomousvehicles
[33] machinelearning
[29] 5g
[26] rstats

Top Hashtags in Tweet in G4:
[67] ai
[52] iot
[42] selfdrivingcars
[31] autonomous
[29] machinelearning
[23] automation
[21] ev
[21] mi
[21] internetofthings
[21] digitaltransformation

Top Hashtags in Tweet in G5:
[103] ai
[72] analytics
[68] bigdata
[59] linux
[57] rstats
[49] reactjs
[45] machinelearning
[44] selfdrivingcars
[41] serverless
[31] datascience

Top Hashtags in Tweet in G6:
[39] ai
[38] selfdrivingcars
[27] iot
[24] blockchain
[24] mobile
[22] 3dprinting
[18] norway
[18] electricvehicles
[17] electriccars
[10] machinelearning

Top Hashtags in Tweet in G7:
[30] selfdrivingcars
[8] autonomousvehicles
[4] ai
[3] driverlesscars
[3] ces2021
[3] avs
[2] autonomous
[2] tesla
[2] robotic
[2] robot

Top Hashtags in Tweet in G8:
[43] apple
[35] selfdrivingcars
[29] hyundai
[23] electricvehicles
[15] ev
[10] korea
[10] usa
[7] tesla
[7] elonmusk
[6] applecar

Top Hashtags in Tweet in G9:
[20] selfdrivingcars
[16] ai
[13] iot
[6] smartcities
[6] fintech
[5] 5g
[3] analytics
[3] machinelearning
[3] rstats
[2] hello2021

Top Hashtags in Tweet in G10:
[15] selfdrivingcars
[14] ai
[6] iot
[5] robot
[5] behavioraleconomics
[5] fintech
[5] insurtech
[5] 5g
[4] autonomousvehicles
[2] machinelearning

Top Words
Top Words in Tweet in Entire Graph:
[5433] #ai
[3821] #analytics
[3790] #bigdata
[3176] #selfdrivingcars
[2614] #rstats
[2563] #machinelearning
[2250] analytics_699
[2051] #datascientist
[1923] #linux
[1839] #reactjs

Top Words in Tweet in G1:
[4464] #ai
[3448] #analytics
[3437] #bigdata
[2346] #rstats
[2264] #selfdrivingcars
[2128] #machinelearning
[2020] analytics_699
[1948] #datascientist
[1716] #linux
[1631] #reactjs

Top Words in Tweet in G2:
[560] #ai
[449] #selfdrivingcars
[305] #machinelearning
[239] autonomous
[233] #analytics
[229] #ces2021
[212] #bigdata
[195] jblefevre60
[181] mvollmer1
[175] jeroenbartelse

Top Words in Tweet in G3:
[181] #selfdrivingcars
[146] #ai
[64] guidaautonoma
[64] #iot
[41] driving
[40] mobileye
[40] #analytics
[37] #bigdata
[36] #ces2021
[36] autonomous

Top Words in Tweet in G4:
[87] antgrasso
[83] driving
[83] levels
[67] #ai
[62] self
[62] vehicles
[62] classified
[62] six
[62] automation
[62] regarding

Top Words in Tweet in G5:
[103] #ai
[75] haroldsinnott
[72] #analytics
[68] #bigdata
[59] #linux
[57] #rstats
[49] #reactjs
[47] autopilot
[46] tesla
[45] #machinelearning

Top Words in Tweet in G6:
[45] alvinfoo
[39] #ai
[38] #selfdrivingcars
[37] wef
[27] #iot
[24] 15
[24] technologies
[24] next
[24] decade
[24] #blockchain

Top Words in Tweet in G7:
[30] #selfdrivingcars
[12] drive
[9] vehicle
[8] #autonomousvehicles
[7] autonomous
[6] cities
[5] testing
[5] podcast
[5] listen
[4] good

Top Words in Tweet in G8:
[43] #apple
[35] #selfdrivingcars
[30] apple
[30] car
[29] #hyundai
[24] self
[23] #electricvehicles
[23] driving
[19] hyundai
[18] electric

Top Words in Tweet in G9:
[20] #selfdrivingcars
[16] #ai
[13] #iot
[12] enricomolinari
[10] technology
[9] waymo
[9] throws
[9] shade
[9] tesla
[9] nixes

Top Words in Tweet in G10:
[15] #selfdrivingcars
[13] #ai
[9] enricomolinari
[8] guidaautonoma
[7] car
[6] access
[6] bcg
[6] vehicles
[6] #iot
[5] andi_staub

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2040] #analytics,#ai
[1824] #datascientist,#selfdrivingcars
[1673] #rstats,#reactjs
[1531] #selfdrivingcars,#cloudcomputing
[1403] #cloudcomputing,#futureofwork
[1297] #ai,#datascientist
[1232] #futureofwork,#bigdata
[1023] #linux,#serverless
[985] #ai,#bigdata
[891] #bigdata,#rstats

Top Word Pairs in Tweet in G1:
[1808] #analytics,#ai
[1728] #datascientist,#selfdrivingcars
[1476] #rstats,#reactjs
[1448] #selfdrivingcars,#cloudcomputing
[1326] #cloudcomputing,#futureofwork
[1227] #ai,#datascientist
[1158] #futureofwork,#bigdata
[892] #linux,#serverless
[884] #ai,#bigdata
[797] #bigdata,#rstats

Top Word Pairs in Tweet in G2:
[190] #ai,#machinelearning
[146] #machinelearning,#selfdrivingcars
[129] #analytics,#ai
[116] #rstats,#reactjs
[101] #selfdrivingcars,#ces2021
[83] self,driving
[75] #ai,#iot
[73] #linux,#serverless
[68] vehicle,project
[64] #ai,#rstats

Top Word Pairs in Tweet in G3:
[42] #selfdrivingcars,#ai
[37] #ai,#iot
[27] breaking,testing
[27] testing,#selfdrivingcars
[27] #selfdrivingcars,cities
[27] cities,year
[27] year,detroit
[27] detroit,tokyo
[27] tokyo,shanghai
[27] shanghai,paris

Top Word Pairs in Tweet in G4:
[62] self,driving
[62] driving,vehicles
[62] vehicles,classified
[62] classified,six
[62] six,levels
[62] levels,automation
[62] automation,regarding
[62] regarding,intensity
[62] intensity,car's
[61] antgrasso,self

Top Word Pairs in Tweet in G5:
[63] #analytics,#ai
[49] #rstats,#reactjs
[43] tesla,autopilot
[38] #linux,#serverless
[38] haroldsinnott,tesla
[30] #ai,#bigdata
[28] #bigdata,#rstats
[27] vision,#analytics
[25] #reactjs,#linux
[25] #bigdata,#datascience

Top Word Pairs in Tweet in G6:
[24] 15,technologies
[24] technologies,next
[24] next,decade
[24] decade,wef
[24] wef,#ai
[24] #ai,#iot
[24] #iot,#blockchain
[24] #mobile,#selfdrivingcars
[22] #blockchain,#3dprinting
[22] #3dprinting,#mobile

Top Word Pairs in Tweet in G7:
[5] #autonomousvehicles,#selfdrivingcars
[4] #selfdrivingcars,cities
[4] cities,year
[4] listen,drive
[4] drive,trailer
[4] trailer,scripted
[4] scripted,mini
[4] mini,series
[4] series,podcast
[3] domain,names

Top Word Pairs in Tweet in G8:
[22] self,driving
[18] electric,car
[15] #apple,#hyundai
[14] #ev,#electricvehicles
[12] car,plans
[10] apple,hyundai
[10] hyundai,announce
[10] announce,electric
[10] plans,stock
[10] stock,jumps

Top Word Pairs in Tweet in G9:
[12] enricomolinari,#selfdrivingcars
[11] #selfdrivingcars,#ai
[9] waymo,throws
[9] throws,shade
[9] shade,tesla
[9] tesla,nixes
[9] nixes,'self
[9] 'self,driving'
[9] driving',verbiage
[9] verbiage,technology

Top Word Pairs in Tweet in G10:
[9] #selfdrivingcars,#ai
[6] #ai,#iot
[5] andi_staub,reread
[5] reread,#robot
[5] #robot,car
[5] car,ignore
[5] ignore,#selfdrivingcars
[5] #ai,#behavioraleconomics
[5] #behavioraleconomics,#fintech
[5] #fintech,#insurtech

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@analytics_699
@fisheyebox
@pinakilaskar
@haroldsinnott
@guidaautonoma
@jblefevre60
@mvollmer1
@jeroenbartelse
@kr_vaibhaw
@eli_krumova

Top Mentioned in G1:
@analytics_699
@fisheyebox
@pinakilaskar
@haroldsinnott
@kr_vaibhaw
@guidaautonoma
@eli_krumova
@mlcto_digiplast
@marcusborba
@isolated_pawn

Top Mentioned in G2:
@jblefevre60
@jeroenbartelse
@mvollmer1
@analytics_699
@haroldsinnott
@shicooks
@enricomolinari
@seeker
@guidaautonoma
@businessins

Top Mentioned in G3:
@guidaautonoma
@mobileye
@analytics_699
@motorcycletwitt
@worldtrendsinfo
@mvollmer1
@haroldsinnott
@fisheyebox
@jblefevre60
@cheddar

Top Mentioned in G4:
@antgrasso
@ronald_vanloon
@frronconi
@wevolverapp
@pinakilaskar
@analytics_699
@chrisyounglopez
@intengineering
@iamsayed
@mvollmer1

Top Mentioned in G5:
@haroldsinnott
@xhnews
@analytics_699
@forbes
@jblefevre60
@reuters
@fisheyebox
@mvollmer1
@businessins
@eli_krumova

Top Mentioned in G6:
@alvinfoo
@wef
@mvollmer1
@enricomolinari
@fisheyebox
@analytics_699
@veronicablancor
@shicooks
@enricomol
@yourtechdiet

Top Mentioned in G7:
@payettemichel
@sshwartz
@andrewrink1

Top Mentioned in G8:
@hyundai_global
@guidaautonoma
@thetaiwantimes
@apple
@hyundai
@hyundaiindia
@bartdaycom
@tntimesdrive
@bellresources
@waymo

Top Mentioned in G9:
@stratorob
@lelkan
@enricomolinari
@ann
@shiraovide
@guidaautonoma
@analytics_699
@nytimes
@danwils42696605

Top Mentioned in G10:
@guidaautonoma
@enricomolinari
@bcg
@andi_staub
@sabinevdl
@dami
@enric
@jblefevre60
@chedda
@alvinfoo

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@gambiste1
@femtech_
@evankirstel
@xaelbot
@lorimoreno
@codedailybot
@iam360wise

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersec_feeds
@femtech_
@xaelbot
@codegnuts
@cybersecurityn8
@fintechna
@llnuxbot
@bexxmodd

Top Tweeters in G2:
@lorimoreno
@businessinsider
@johnapp63499667
@ssxman2
@avalon1982
@bot_innovation
@gezgintrk
@nicochan33
@mashable
@vivmilano

Top Tweeters in G3:
@evankirstel
@enrirosasdiaz
@techcrunch
@ashokkmrsingh
@kcricehill
@vegasbill
@maxinweb82
@stem_nastics
@robotconsumer
@blkhwk0ps

Top Tweeters in G4:
@santchiweb
@tess_blue815
@heatherpeno
@techjunkiejh
@digitaldecoded1
@merckxcycling
@software4iot
@akil115
@adamsconsulting
@adeyemoadekunl2

Top Tweeters in G5:
@codedailybot
@reuters
@calcaware
@trippbraden
@forbes
@drsanjaypsahoo
@xhnews
@stanleyepstein
@jeffreyawillia4
@drnewbold

Top Tweeters in G6:
@gonzo_30531
@mediapython
@enriquen
@pvynckier
@wef
@enricofrasca3
@crednescodpeace
@natashareid95
@mclynd
@drjdrooghaag

Top Tweeters in G7:
@douglasgardham
@mypalsammy
@ericpauldennis
@nksingal
@america4tech
@rhettliven
@9999ways
@danielmholtz
@bindaudng
@etslindgren

Top Tweeters in G8:
@timesnow
@wsj
@applertweet
@fortunemagazine
@johnsnowmtainer
@energyreferralx
@mb4maticamg_sa
@hyundaiindia
@markbuckton1970
@aniruddhkumar85

Top Tweeters in G9:
@iam360wise
@lelkan
@nytimes
@o_g_log
@lkafle
@lovegoldenheart
@iottogether
@sulefati7
@saraswantos
@danwils42696605

Top Tweeters in G10:
@rwang0
@avrohomg
@beeconch
@askn0b0dy
@damien_cabadi
@missdkingsbury
@sabinevdl
@adrianzidaritz
@bcg
@drmattcrowson