#selfdrivingcars, Twitter, 2/3/2021 5:02:45 PM, 247108


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#selfdrivingcars_2021-02-03_05-39-31.xlsx
#selfdrivingcars_2021-02-03_05-39-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 03, 2021
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/2MVrqcI
@jeroenbartelse
@mvollmer1
@analytics_699
@robotconsumer
@guidaautonoma
@fisheyebox
@enricomolinari
@pinakilaskar
@ronald_vanloon
@haroldsinnott

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

Description:
Description
The graph represents a network of 1,560 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, 03 February 2021 at 13:47 UTC.

The requested start date was Wednesday, 03 February 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 9-day, 5-hour, 32-minute period from Sunday, 24 January 2021 at 17:59 UTC to Tuesday, 02 February 2021 at 23:32 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 : 1560
Unique Edges : 2515
Edges With Duplicates : 15938
Total Edges : 18453
Number of Edge Types : 5
Retweet : 6804
MentionsInRetweet : 9993
Replies to : 25
Mentions : 1093
Tweet : 538
Self-Loops : 812
Reciprocated Vertex Pair Ratio : 0.0326151413322791
Reciprocated Edge Ratio : 0.0631699846860643
Connected Components : 68
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 1446
Maximum Edges in a Connected Component : 18271
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.080863
Graph Density : 0.00214799098699035
Modularity : 0.177888
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,560 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, 03 February 2021 at 13:47 UTC.

The requested start date was Wednesday, 03 February 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 9-day, 5-hour, 32-minute period from Sunday, 24 January 2021 at 17:59 UTC to Tuesday, 02 February 2021 at 23:32 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:
[102] https://www.selfdrivingcars360.com/
[92] https://medium.com/aidrivers/review-paper-pointnetgpd-detecting-grasp-configuration-from-point-sets-6e4528b90885
[90] http://jalammar.github.io/how-gpt3-works-visualizations-animations/?s=09
[62] https://cloudit-eg.com/10-artificial-intelligence-predictions-for-2021/
[61] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246657
[46] https://www.tuvie.com/car-for-london-project-futuristic-autonomous-ride-hailing-vehicle-for-london/
[46] https://www.infoq.com/news/2021/01/cockroach-cloud-report/
[41] https://www.linkedin.com/posts/pinakilaskar_selfdrivingcars-machinelearning-deeplearning-activity-6761887140872818688-C76j
[37] https://www.linkedin.com/posts/pinakilaskar_emergingtech-futureofwork-digitaltransformation-activity-6759558460842549248-gHh1
[31] https://www.youtube.com/watch?v=hvG8OGzfLnA&feature=youtu.be


Top URLs in Tweet in G1:
[69] http://jalammar.github.io/how-gpt3-works-visualizations-animations/?s=09
[68] https://medium.com/aidrivers/review-paper-pointnetgpd-detecting-grasp-configuration-from-point-sets-6e4528b90885
[39] https://www.infoq.com/news/2021/01/cockroach-cloud-report/
[36] https://www.linkedin.com/posts/pinakilaskar_selfdrivingcars-machinelearning-deeplearning-activity-6761887140872818688-C76j
[27] https://www.linkedin.com/posts/pinakilaskar_emergingtech-futureofwork-digitaltransformation-activity-6759558460842549248-gHh1
[24] https://www.linkedin.com/posts/pinakilaskar_innovation-engineering-startups-activity-6761912365781962752-Qir1
[21] https://www.youtube.com/watch?v=hvG8OGzfLnA&feature=youtu.be

[21] https://www.youtube.com/watch?v=otbrAey4-io&feature=youtu.be

[20] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-neuroscience-neuralnetworks-activity-6759501955707543552-LUEl
[20] https://www.linkedin.com/posts/pinakilaskar_machine-iot-ai-activity-6760151881483378688-G5-D

Top URLs in Tweet in G2:
[97] https://www.selfdrivingcars360.com/
[30] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246657
[23] https://interestingengineering.com/video
[17] https://www.tuvie.com/car-for-london-project-futuristic-autonomous-ride-hailing-vehicle-for-london/
[15] https://cloudit-eg.com/10-artificial-intelligence-predictions-for-2021/
[13] https://medium.com/aidrivers/review-paper-pointnetgpd-detecting-grasp-configuration-from-point-sets-6e4528b90885
[11] http://jalammar.github.io/how-gpt3-works-visualizations-animations/?s=09
[8] https://www.youtube.com/watch?v=otbrAey4-io&feature=youtu.be

[7] https://www.youtube.com/watch?v=hvG8OGzfLnA&feature=youtu.be

[7] https://www.aitrends.com/ai-insider/complexities-when-ai-autonomous-cars-attempt-zipper-merging/

Top URLs in Tweet in G3:
[26] https://www.tuvie.com/car-for-london-project-futuristic-autonomous-ride-hailing-vehicle-for-london/
[20] https://www.aitrends.com/ai-insider/complexities-when-ai-autonomous-cars-attempt-zipper-merging/
[15] https://news.yahoo.com/singapore-launches-self-driving-bus-075257765.html
[14] https://jalopnik.com/argo-ai-gives-its-ford-escape-hybrid-a-big-autonomous-u-1846120567
[10] https://www.chinadaily.com.cn/a/202101/28/WS6012afb8a31024ad0baa5d20.html
[9] https://cloudit-eg.com/10-artificial-intelligence-predictions-for-2021/
[9] https://medium.com/aidrivers/review-paper-pointnetgpd-detecting-grasp-configuration-from-point-sets-6e4528b90885
[9] http://jalammar.github.io/how-gpt3-works-visualizations-animations/?s=09
[8] https://smartrydes.com/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246657

Top URLs in Tweet in G4:
[10] https://www.csoonline.com/article/3603580/driverless-cars-demand-air-tight-cybersecurity.html
[9] https://www.forbes.com/sites/lanceeliot/2021/01/28/self-driving-cars-spurring-nearby-human-drivers-into-speeding-and-abysmal-reckless-driving/?sh=6e6ca1bc4f18
[9] https://cloudit-eg.com/10-artificial-intelligence-predictions-for-2021/
[7] https://www.forbes.com/sites/lanceeliot/2021/01/21/self-driving-cars-being-blocked-by-human-drivers-using-road-bouldering-tactics/
[4] https://www.forbes.com/sites/lanceeliot/2021/01/28/self-driving-cars-spurring-nearby-human-drivers-into-speeding-and-abysmal-reckless-driving/
[4] https://www.eetimes.com/2021-perspectives-where-autonomous-vehicles-will-stand/
[3] https://www.forbes.com/sites/lanceeliot/2021/02/01/self-driving-cars-are-faced-with-too-many-moving-objects-and-too-little-time/
[3] https://www.forbes.com/sites/patrickmoorhead/2021/02/02/qualcomm-revs-its-engines-at-its-automotive-redefined-event/
[3] https://towardsai.net/p/artificial-intelligence/will-self-driving-cars-really-reduce-accidents
[2] https://www.forbes.com/sites/lanceeliot/2021/01/08/self-driving-cars-and-those-move-over-slow-down-laws/

Top URLs in Tweet in G5:
[15] https://cloudit-eg.com/10-artificial-intelligence-predictions-for-2021/
[9] https://www.forbes.com/sites/bernardmarr/2019/07/26/the-amazing-ways-dubai-airport-uses-artificial-intelligence/?sh=353ef5232a21
[7] https://www.reuters.com/article/us-davos-meeting-son-autonomous-idUSKBN29Y279
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246657
[4] https://www.freightwaves.com/news/kodiak-robotics-hits-milestone-in-driverless-trucking?p=314259
[4] https://www.automotiveworld.com/?p=323064
[4] https://www.lautomobile.aci.it/articoli/2021/01/28/tesla-il-2020-chiude-per-la-prima-volta-in-utile.html
[4] https://www.analyticsinsight.net/artificial-intelligence-in-asia-security-will-be-a-priority/
[4] https://www.automoto.it/elettrico/nio-et7-la-rivale-cinese-di-tesla-arriva-a-mille-km-di-autonomia.html/amp
[4] https://www.fleetnews.co.uk/amp/news/car-industry-news/2021/01/29/self-driving-cars-10-15-years-away-from-being-reality-maybe-never

Top URLs in Tweet in G6:
[3] https://futurism.com/the-byte/rich-rebuilds-v8-gas-engine-tesla?mc_eid=031db77859&mc_cid=a2cd6e4ab8
[2] https://cloudit-eg.com/10-artificial-intelligence-predictions-for-2021/
[2] https://interestingengineering.com/video
[1] https://news.yahoo.com/singapore-launches-self-driving-bus-075257765.html
[1] https://www.chinadaily.com.cn/a/202101/28/WS6012afb8a31024ad0baa5d20.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246657
[1] https://www.forbes.com/sites/lanceeliot/2021/01/21/self-driving-cars-being-blocked-by-human-drivers-using-road-bouldering-tactics/
[1] https://www.selfdrivingcars360.com/
[1] https://jalopnik.com/argo-ai-gives-its-ford-escape-hybrid-a-big-autonomous-u-1846120567
[1] https://www.y-mobility.co.uk/why-investors-are-chasing-autonomous-self-driving-vehicles/

Top URLs in Tweet in G7:
[2] https://www.forbes.com/sites/lanceeliot/2021/01/28/self-driving-cars-spurring-nearby-human-drivers-into-speeding-and-abysmal-reckless-driving/
[2] https://www.the-next-tech.com/future/top-5-upcoming-technology-that-may-change-the-world/?utm_source=twitter&utm_medium=social&utm_campaign=TNT
[1] https://twitter.com/jeroenbartelse/status/1353374532300656640
[1] https://twitter.com/FWyhowska/status/1353248909683007495
[1] https://bdtechtalks.com/2020/12/30/apple-self-driving-car-business/
[1] https://www.edx.org/course/self-driving-cars-with-duckietown
[1] https://twitter.com/mvollmer1/status/1353819199685206017
[1] https://www.linkedin.com/slink?code=geQpmsD
[1] https://www.linkedin.com/slink?code=gqAYBqj
[1] https://paper.li/D66hnCsrNjm6AMvgnWeKZ?edition_id=746d71e0-5f89-11eb-8a8c-0cc47a0d164b

Top URLs in Tweet in G8:
[2] https://www.wired.com/story/tesla-model-x-autopilot-phantom-images/
[1] https://www.eweek.com/pc-hardware/qualcomm-the-road-to-autonomous-driving-and-the-age-of-robots
[1] http://ow.ly/xVwy50DndDr?platform=hootsuite&utm_campaign=HSCampaign
[1] https://www.forbes.com/sites/tiriasresearch/2021/01/26/designing-an-electric-or-autonomous-vehicle-is-like-designing-a-smartphone/?sh=4e96d44b387e&platform=hootsuite&utm_campaign=HSCampaign
[1] https://www.forbes.com/sites/amirhusain/2021/01/27/ten-technologies-to-watch-in-2021/
[1] https://www.forbes.com/sites/lanceeliot/2021/02/01/self-driving-cars-are-faced-with-too-many-moving-objects-and-too-little-time/
[1] https://www.proactiveinvestors.co.uk/companies/news/939956/seeing-machines-eyes-significantly-increased-revenue-for-its-guardian-offering-939956.html
[1] https://www.eetimes.com/why-qualcomm-is-set-for-auto-dms-dominance/#
[1] https://cloudit-eg.com/10-artificial-intelligence-predictions-for-2021/
[1] https://www.wired.com/story/ai-go-art-steering-self-driving-car/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned

Top URLs in Tweet in G9:
[8] https://www.tmj4.com/shows/the-morning-blend/the-future-of-driverless-cars
[3] https://arxiv.org/abs/1911.08044
[1] https://www.analyticsinsight.net/artificial-intelligence-in-asia-security-will-be-a-priority/

Top URLs in Tweet in G10:
[3] https://hackernoon.com/the-future-self-driving-cars-and-its-societal-impact-i86m31cc
[3] https://medium.com/predict/making-roads-safer-with-self-driving-cars-and-5g-c1e28526362c
[2] https://hackernoon.com/can-you-react-faster-than-a-self-driving-car-on-5g-networks-2k5n328h
[2] https://hackernoon.com/modern-auto-technology-how-does-adaptive-cruise-control-work-ws4u21wj
[2] https://www.reuters.com/article/us-davos-meeting-son-autonomous-idUSKBN29Y279
[1] http://transhumanity.net/ai-and-sustainability/

Top Domains
Top Domains in Tweet in Entire Graph:
[350] linkedin.com
[131] selfdrivingcars360.com
[128] medium.com
[99] forbes.com
[90] github.io
[75] nodexlgraphgallery.org
[68] youtube.com
[62] cloudit-eg.com
[47] infoq.com
[46] tuvie.com

Top Domains in Tweet in G1:
[269] linkedin.com
[82] medium.com
[69] github.io
[44] youtube.com
[40] infoq.com
[23] twitter.com
[19] nodexlgraphgallery.org
[16] co.uk
[11] cloudit-eg.com
[9] cnbc.com

Top Domains in Tweet in G2:
[121] selfdrivingcars360.com
[44] linkedin.com
[37] nodexlgraphgallery.org
[25] forbes.com
[23] interestingengineering.com
[18] medium.com
[18] youtube.com
[17] tuvie.com
[15] cloudit-eg.com
[12] co.uk

Top Domains in Tweet in G3:
[26] tuvie.com
[25] linkedin.com
[20] aitrends.com
[20] sedo.com
[15] yahoo.com
[14] jalopnik.com
[11] medium.com
[10] com.cn
[9] forbes.com
[9] cloudit-eg.com

Top Domains in Tweet in G4:
[32] forbes.com
[10] csoonline.com
[9] cloudit-eg.com
[4] linkedin.com
[4] eetimes.com
[3] towardsai.net
[3] analyticsinsight.net
[2] aitrends.com
[2] techxplore.com
[2] theday.com

Top Domains in Tweet in G5:
[19] forbes.com
[15] cloudit-eg.com
[14] hdmotori.it
[11] co.uk
[10] aci.it
[10] reuters.com
[10] nodexlgraphgallery.org
[9] theverge.com
[6] analyticsinsight.net
[6] co.za

Top Domains in Tweet in G6:
[3] futurism.com
[2] cloudit-eg.com
[2] interestingengineering.com
[1] yahoo.com
[1] com.cn
[1] nodexlgraphgallery.org
[1] forbes.com
[1] selfdrivingcars360.com
[1] jalopnik.com
[1] co.uk

Top Domains in Tweet in G7:
[8] twitter.com
[4] paper.li
[3] linkedin.com
[2] futurecar.com
[2] forbes.com
[2] the-next-tech.com
[2] pioneeringminds.com
[1] bdtechtalks.com
[1] edx.org
[1] navotar.com

Top Domains in Tweet in G8:
[3] forbes.com
[3] wired.com
[1] eweek.com
[1] ow.ly
[1] co.uk
[1] eetimes.com
[1] cloudit-eg.com
[1] transhumanity.net
[1] analyticsinsight.net
[1] linkedin.com

Top Domains in Tweet in G9:
[8] tmj4.com
[3] arxiv.org
[1] analyticsinsight.net

Top Domains in Tweet in G10:
[7] hackernoon.com
[3] medium.com
[2] reuters.com
[1] transhumanity.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5267] ai
[3935] bigdata
[3213] analytics
[2878] rstats
[2484] machinelearning
[2419] datascience
[2399] reactjs
[2082] iot
[1911] selfdrivingcars
[1770] python



Top Hashtags in Tweet in G1:
[3402] ai
[2807] bigdata
[2404] analytics
[2209] rstats
[1843] reactjs
[1831] datascience
[1641] machinelearning
[1367] python
[1319] datascientist
[1273] cloudcomputing

Top Hashtags in Tweet in G2:
[940] ai
[633] bigdata
[599] selfdrivingcars
[532] analytics
[462] rstats
[426] machinelearning
[396] iot
[388] datascience
[388] reactjs
[264] python

Top Hashtags in Tweet in G3:
[544] ai
[316] bigdata
[305] selfdrivingcars
[260] machinelearning
[229] analytics
[220] iot
[178] rstats
[161] datascience
[145] reactjs
[132] 5g

Top Hashtags in Tweet in G4:
[110] ai
[108] selfdrivingcars
[51] bigdata
[41] automotive
[40] analytics
[39] iot
[34] industry40
[34] industrial
[34] industrialiot
[31] autonomousvehicles

Top Hashtags in Tweet in G5:
[233] selfdrivingcars
[209] ai
[185] iot
[172] 5g
[146] selfdriving
[145] autonomousvehicles
[143] autonomous
[134] driverlesscars
[132] driverless
[123] robotics

Top Hashtags in Tweet in G6:
[36] ebike
[36] ev
[33] selfdrivingcars
[32] marketing
[30] smartcities
[12] traveltech
[11] 3dprinting
[9] iiot
[8] fintech
[8] bigdata

Top Hashtags in Tweet in G7:
[44] selfdrivingcars
[12] autonomousvehicles
[6] technology
[4] electricvehicles
[4] lidar
[4] artificialintelligence
[3] ai
[3] tesla
[3] autonomousdriving
[3] tech

Top Hashtags in Tweet in G8:
[22] selfdrivingcars
[14] tech
[11] tesla
[10] ai
[7] autonomousvehicles
[7] poll
[7] usa
[7] unitedstates
[6] autonomouscar
[6] avs

Top Hashtags in Tweet in G9:
[23] selfdrivingcars
[17] ai
[16] autonomousvehicles
[16] iot
[15] china
[3] driverlessvehicles
[3] automation
[3] cloud
[3] 5g
[3] insurance

Top Hashtags in Tweet in G10:
[10] selfdrivingcars
[7] ai
[3] 5g
[3] technology
[2] autonomouscars
[2] driverless
[2] autonomousvehicles
[2] tesla
[1] bigdata
[1] iot

Top Words
Top Words in Tweet in Entire Graph:
[5269] #ai
[3935] #bigdata
[3213] #analytics
[2878] #rstats
[2484] #machinelearning
[2419] #datascience
[2399] #reactjs
[2281] analytics_699
[2082] #iot
[1910] #selfdrivingcars

Top Words in Tweet in G1:
[3402] #ai
[2807] #bigdata
[2404] #analytics
[2209] #rstats
[1843] #reactjs
[1831] #datascience
[1725] analytics_699
[1641] #machinelearning
[1367] #python
[1319] #datascientist

Top Words in Tweet in G2:
[940] #ai
[633] #bigdata
[602] #selfdrivingcars
[532] #analytics
[462] #rstats
[426] #machinelearning
[407] mvollmer1
[396] #iot
[388] #datascience
[388] #reactjs

Top Words in Tweet in G3:
[545] #ai
[316] #bigdata
[304] #selfdrivingcars
[260] #machinelearning
[255] jeroenbartelse
[229] #analytics
[220] #iot
[190] autonomous
[178] #rstats
[161] #datascience

Top Words in Tweet in G4:
[111] #ai
[108] #selfdrivingcars
[59] ronald_vanloon
[54] driving
[51] #bigdata
[45] cars
[41] #automotive
[40] cc
[40] #analytics
[39] #iot

Top Words in Tweet in G5:
[231] #selfdrivingcars
[209] #ai
[185] #iot
[172] #5g
[148] #selfdriving
[146] #autonomous
[145] #autonomousvehicles
[138] guidaautonoma
[134] #driverlesscars
[132] #driverless

Top Words in Tweet in G6:
[114] enricomolinari
[41] gigadgets_
[36] #ebike
[36] #ev
[33] #selfdrivingcars
[32] #marketing
[30] #smartcities
[26] spokes
[26] hub
[26] #eheal

Top Words in Tweet in G7:
[44] #selfdrivingcars
[14] driving
[12] #autonomousvehicles
[10] self
[6] #technology
[6] cars
[5] vehicles
[4] #electricvehicles
[4] #lidar
[4] going

Top Words in Tweet in G8:
[22] #selfdrivingcars
[14] #tech
[13] polls_unbiased
[11] #tesla
[10] elonmusk
[10] #ai
[9] seeingmachines
[9] self
[9] driving
[9] tesla

Top Words in Tweet in G9:
[23] #selfdrivingcars
[17] #ai
[16] #autonomousvehicles
[16] #iot
[15] haroldsinnott
[15] #china
[15] complete
[15] 1st
[15] intelligent
[15] highway

Top Words in Tweet in G10:
[10] #selfdrivingcars
[8] self
[8] driving
[8] cars
[7] #ai
[6] ai
[6] sustainability
[6] using
[6] alexa
[6] siri

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2212] #rstats,#reactjs
[1565] #datascience,#cloudcomputing
[1476] #cloudcomputing,#futureofwork
[1463] #datascientist,#datascience
[1387] #futureofwork,#bigdata
[1332] #analytics,#ai
[1255] #ai,#datascientist
[1102] #iot,#iiot
[1073] #ai,#bigdata
[1012] #bigdata,#rstats

Top Word Pairs in Tweet in G1:
[1669] #rstats,#reactjs
[1188] #datascience,#cloudcomputing
[1110] #datascientist,#datascience
[1107] #cloudcomputing,#futureofwork
[1044] #futureofwork,#bigdata
[1019] #analytics,#ai
[958] #ai,#datascientist
[826] #iot,#iiot
[796] #ai,#bigdata
[785] #bigdata,#rstats

Top Word Pairs in Tweet in G2:
[380] #rstats,#reactjs
[244] #datascience,#cloudcomputing
[236] #cloudcomputing,#futureofwork
[217] #datascientist,#datascience
[216] #futureofwork,#bigdata
[209] #analytics,#ai
[197] #iot,#iiot
[192] #analytics,#machinelearning
[184] tesla,autopilot
[174] #ai,#datascientist

Top Word Pairs in Tweet in G3:
[140] #rstats,#reactjs
[120] self,driving
[106] #ai,#machinelearning
[104] #datascientist,#datascience
[103] #datascience,#cloudcomputing
[102] #cloudcomputing,#futureofwork
[99] #ai,#bigdata
[97] #futureofwork,#bigdata
[94] #analytics,#ai
[94] #ai,#datascientist

Top Word Pairs in Tweet in G4:
[38] self,driving
[36] ronald_vanloon,#selfdrivingcars
[34] #selfdrivingcars,see
[34] see,world
[34] world,cheddar
[34] cheddar,#industry40
[34] #industry40,#automotive
[34] #automotive,#industrial
[34] #industrial,#industrialiot
[34] #industrialiot,cc

Top Word Pairs in Tweet in G5:
[175] #selfdrivingcars,#ai
[172] #ai,#iot
[166] #iot,#5g
[120] #robotics,#driverless
[119] #5g,#autonomousvehicles
[113] #autonomousvehicles,#selfdriving
[113] #driverless,#driverlesscars
[102] #autonomous,#robotics
[100] #driverlesscars,#startups
[99] #startups,#startup

Top Word Pairs in Tweet in G6:
[40] gigadgets_,enricomolinari
[36] enricomolinari,#ev
[26] #ebike,spokes
[26] spokes,hub
[26] hub,gigadgets_
[26] #ev,#marketing
[26] #marketing,#smartcities
[25] enricomolinari,#ebike
[24] #smartcities,#eheal
[19] mashable,enricomolinari

Top Word Pairs in Tweet in G7:
[10] self,driving
[5] #autonomousvehicles,#selfdrivingcars
[4] driving,cars
[3] #selfdrivingcars,#lidar
[3] driving,#selfdrivingcars
[3] #selfdrivingcars_2021,01
[3] 01,27_05
[3] 27_05,39
[3] 39,32
[3] 32,xlsx

Top Word Pairs in Tweet in G8:
[9] self,driving
[7] paulpingles,ramraj35hotmai1
[7] ramraj35hotmai1,sharescope
[7] sharescope,seeingmachines
[7] seeingmachines,temperowkamusic
[7] temperowkamusic,bhamkam
[7] bhamkam,ovt_tech
[7] ovt_tech,speno011
[7] speno011,valaafshar
[7] valaafshar,samsung

Top Word Pairs in Tweet in G9:
[16] #ai,#iot
[15] haroldsinnott,#china
[15] #china,complete
[15] complete,1st
[15] 1st,intelligent
[15] intelligent,highway
[15] highway,#selfdrivingcars
[15] #selfdrivingcars,#autonomousvehicles
[15] #autonomousvehicles,2022
[15] 2022,xhnews

Top Word Pairs in Tweet in G10:
[8] self,driving
[6] ai,sustainability
[6] sustainability,using
[6] using,alexa
[6] alexa,siri
[6] siri,google
[6] google,assistant
[6] assistant,ask
[6] ask,weather
[6] weather,today

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@analytics_699
@pinakilaskar
@fisheyebox
@guidaautonoma
@mvollmer1
@jeroenbartelse
@haroldsinnott
@eli_krumova
@enricomolinari
@selfdriving360

Top Mentioned in G1:
@analytics_699
@fisheyebox
@pinakilaskar
@eli_krumova
@haroldsinnott
@guidaautonoma
@nancytr83158469
@kr_vaibhaw
@_techmode
@wil_bielert

Top Mentioned in G2:
@mvollmer1
@analytics_699
@guidaautonoma
@haroldsinnott
@pinakilaskar
@fisheyebox
@jeroenbartelse
@selfdriving360
@enricomolinari
@nicochan33

Top Mentioned in G3:
@jeroenbartelse
@analytics_699
@mvollmer1
@jblefevre60
@guidaautonoma
@pinakilaskar
@fisheyebox
@spirosmargaris
@alvinfoo

Top Mentioned in G4:
@ronald_vanloon
@cheddar
@evank
@guidaautonoma
@wef
@lanceeliot
@analytics_699
@mvollmer1
@segundoatdell
@pinakilaskar

Top Mentioned in G5:
@guidaautonoma
@ingliguori
@mvollmer1
@enricomolinari
@pinakilaskar
@fisheyebox
@jeroenbartelse
@robotconsumer
@analytics_699
@ronald_vanloon

Top Mentioned in G6:
@enricomolinari
@gigadgets_
@mashable
@jeroenbartelse
@mvollmer1
@digitalke1
@selfdriving360
@futurism
@guidaautonoma
@fisheyebox

Top Mentioned in G7:
@nadimhossain
@futurecar_media

Top Mentioned in G8:
@tesla
@ramraj35hotmai1
@sharescope
@seeingmachines
@temperowkamusic
@bhamkam
@ovt_tech
@speno011
@valaafshar
@samsung

Top Mentioned in G9:
@haroldsinnott
@xhnews
@andi_staub
@jblefevre60
@floriansemle
@stratorob
@zdnet
@securitycharlie
@mit_csail
@arxiv

Top Mentioned in G10:
@desmondyuen1
@how_sustainable
@hackernoon
@progrockrec

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@paoloigna1
@tokoroten510
@chidambara09
@cybersec_feeds
@femtech_
@evankirstel
@deejayiwan
@edjlazar

Top Tweeters in G1:
@cybersec_feeds
@femtech_
@edjlazar
@xaelbot
@codegnuts
@zimei_no_ri
@santchiweb
@bexxmodd
@llnuxbot
@fintechna

Top Tweeters in G2:
@tokoroten510
@chidambara09
@sudeepkhatri
@businessinsider
@cybersecurityn8
@amazingchevvolt
@ssxman2
@nicochan33
@mashable
@nomoreslaves

Top Tweeters in G3:
@deejayiwan
@tess_blue815
@calcaware
@andrewmorrisuk
@skynews
@gezgintrk
@vivmilano
@northwind1ndn
@rf_jenkins
@rwang0

Top Tweeters in G4:
@sectest9
@evankirstel
@kuins
@dataaugmented
@trippbraden
@marshacollier
@akwyz
@openmarketingtv
@stablegeniusinc
@forbes

Top Tweeters in G5:
@paoloigna1
@reuters
@applertweet
@artyny59
@artificialbra1n
@software4iot
@buzzfeednews
@smartecocity
@touchme4youle
@startzai

Top Tweeters in G6:
@simonlporter
@eutopean
@thomaspower
@kuriharan
@lcby
@dez_blanchfield
@cristob81777882
@mary_b_68
@psb_dc
@sadasemb

Top Tweeters in G7:
@techjunkiejh
@s_galimberti
@naashonomics
@articlestocks
@postoff25
@retirefund
@nksingal
@news_flea
@ausbrian
@londontrafficw1

Top Tweeters in G8:
@valaafshar
@cnbc
@abhibisht89
@andresvilarino
@conkers3
@marlobarnett
@ruth_proactive
@christiaanhtznr
@elonmusk
@qualcomm

Top Tweeters in G9:
@jornalistavitor
@codedailybot
@michaelpurvis64
@zdnet
@xhnews
@kirkdborne
@nigelwalsh
@andi_staub
@subkrishnarao
@baski_la

Top Tweeters in G10:
@jacobussystems
@gdprai
@hackernoon
@odobehave
@how_sustainable
@danieltechit
@mdrizwa30689272
@ki2kitsuney
@progrockrec
@desmondyuen1


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