#selfdrivingcars, Twitter, 2/23/2022 5:32:31 PM, 272198


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#selfdrivingcars_2022-02-23_05-36-01.xlsx
#selfdrivingcars_2022-02-23_05-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3BLc8wb
@robotconsumer
@khulood_almani
@creativescty
@guidaautonoma
@ronald_vanloon
@pinakilaskar
@fisheyebox
@mvollmer1
@analytics_699
@fabriciosx

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

Description:
Description
The graph represents a network of 1,543 Twitter users whose tweets in the requested range contained "#selfdrivingcars", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 February 2022 at 13:47 UTC.

The requested start date was Wednesday, 23 February 2022 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 13-day, 5-hour, 31-minute period from Wednesday, 09 February 2022 at 14:35 UTC to Tuesday, 22 February 2022 at 20:06 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 : 1543
Unique Edges : 2259
Edges With Duplicates : 17120
Total Edges : 19379
Number of Edge Types : 5
Retweet : 6358
MentionsInRetweet : 10651
Mentions : 1536
Tweet : 767
Replies to : 67
Self-Loops : 1075
Reciprocated Vertex Pair Ratio : 0.0266953713670614
Reciprocated Edge Ratio : 0.0520025162507863
Connected Components : 123
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 1330
Maximum Edges in a Connected Component : 19093
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.325342
Graph Density : 0.00200436597898715
Modularity : 0.153208
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,543 Twitter users whose tweets in the requested range contained "#selfdrivingcars", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 February 2022 at 13:47 UTC.

The requested start date was Wednesday, 23 February 2022 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 13-day, 5-hour, 31-minute period from Wednesday, 09 February 2022 at 14:35 UTC to Tuesday, 22 February 2022 at 20:06 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:
[753] https://www.jobpreference.com/
[155] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[75] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-2-489b9cda9bb8?_branch_match_id=link-1015540173804658821
[44] https://twitter.com/iot_automotive/timelines/1122115041417887744
[37] https://twitter.com/iot_automotive/timelines/1369658804976062464
[34] https://www.linkedin.com/pulse/what-explainable-ai-pinaki-laskar
[32] https://www.therobotreport.com/cruise-opens-driverless-robotaxi-service-sf-public/
[28] https://www.forbes.com/sites/lanceeliot/2022/02/13/the-ethical-ai-question-of-whether-self-driving-cars-ought-to-be-a-good-samaritan-and-forewarn-when-human-driven-cars-are-going-to-crash-into-each-other/?sh=6e0de0394ee3&utm_content=bufferbbf25&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[28] https://www.insurancejournal.com/news/national/2022/02/02/652000.htm
[27] https://www.makeuseof.com/ways-5g-changing-the-world/

Top URLs in Tweet in G1:
[628] https://www.jobpreference.com/
[82] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[29] https://www.linkedin.com/pulse/what-explainable-ai-pinaki-laskar
[21] https://www.linkedin.com/posts/pinakilaskar_ai-coding-computing-activity-6898119757220986880-qv-4
[20] https://www.allaboutcircuits.com/news/a-new-method-to-generate-data-for-training-autonomous-vehicles/
[18] https://www.linkedin.com/posts/pinakilaskar_ai-causality-engineering-activity-6897741076804026368-pUzT
[18] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-2-489b9cda9bb8?_branch_match_id=link-1015540173804658821
[16] https://dubai.stepconference.com/step-2022-speakers/
[16] https://www.linkedin.com/posts/pinakilaskar_ai-robots-neuralnetworks-activity-6899941076795314177-31eu
[16] https://roboticsandautomationnews.com/2022/02/10/autonomous-vehicle-simulation-startup-morai-raises-20-million-funding/49122/

Top URLs in Tweet in G2:
[99] https://www.jobpreference.com/
[51] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-2-489b9cda9bb8?_branch_match_id=link-1015540173804658821
[18] https://medium.com/@guidaautonoma/automotive-acronyms-guide-ba9a0ffb278c?_branch_match_id=link-1020941798238672002
[18] https://questions.selfdrivingcars360.com
[18] https://www.selfdrivingcars360.com/
[17] https://www.makeuseof.com/ways-5g-changing-the-world/
[14] https://Catalog.selfdrivingcars360.com/
[9] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[8] https://techthusiast.net/
[7] https://roboticsandautomationnews.com/2022/02/10/autonomous-vehicle-simulation-startup-morai-raises-20-million-funding/49122/

Top URLs in Tweet in G3:
[5] https://medium.com/@arief.pujo.arianto/face-recognition-8af8d82cc364?source=rss------artificial_intelligence-5
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fgaming-our-way-to-agi-2a0e44a5e691%3Fsource%3Drss------artificial_intelligence-5
[3] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[2] https://medium.com/@monadsblog/diffusion-models-4dbe58489a2f?source=rss------artificial_intelligence-5
[2] https://medium.com/@the_grand_loop/in-the-image-of-man-3e631bfffbe0?source=rss------artificial_intelligence-5
[2] https://insideevs.com/news/567074/electric-car-sales-surge-transition/amp/
[1] https://twitter.com/i/web/status/1495325434996740098
[1] https://ai.wiselywise.com/courses/ai-master-webinar-students
[1] https://twitter.com/ThejuPaul/status/1367770022752387074
[1] https://medium.com/@tanmayshinde/bias-variance-trade-off-overfitting-and-underfitting-e2d206effcc4?source=rss------artificial_intelligence-5

Top URLs in Tweet in G4:
[25] https://www.therobotreport.com/cruise-opens-driverless-robotaxi-service-sf-public/
[17] https://youtu.be/nHu90kqJtfE
[14] https://www.forbes.com/sites/lanceeliot/2022/02/13/the-ethical-ai-question-of-whether-self-driving-cars-ought-to-be-a-good-samaritan-and-forewarn-when-human-driven-cars-are-going-to-crash-into-each-other/?sh=6e0de0394ee3&utm_content=bufferbbf25&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.cnet.com/roadshow/news/the-most-important-self-driving-cars-of-2022/?utm_content=buffer77c2b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.forbes.com/sites/richardbishop1/2022/02/21/self-driving-cars-an-epidemic-of-questionable-assertions/?sh=4cd0fb72478b&utm_content=buffer27bda&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-2-489b9cda9bb8?_branch_match_id=link-1015540173804658821
[5] https://www.forbes.com/sites/lanceeliot/2022/02/13/the-ethical-ai-question-of-whether-self-driving-cars-ought-to-be-a-good-samaritan-and-forewarn-when-human-driven-cars-are-going-to-crash-into-each-other/
[4] https://www.forbes.com/sites/lanceeliot/2022/02/20/pushing-the-boundaries-of-ai-ethics-into-the-topsy-turvy-world-of-radical-ethical-ai-potentially-exemplified-via-the-use-case-of-vaunted-ai-based-self-driving-cars/
[4] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[3] https://dronedj.com/2022/02/01/wingcopter-drone-delivery-peru/

Top URLs in Tweet in G5:
[54] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[18] https://www.jobpreference.com/
[4] https://www.alarabiya.net/aswaq/companies/2022/01/05/%D8%A7%D9%84%D9%85%D9%86%D8%A7%D9%81%D8%B3%D8%A9-%D8%AA%D8%AD%D8%AA%D8%AF%D9%85-%D8%B3%D9%88%D9%86%D9%8A-%D8%AA%D8%A4%D8%B3%D8%B3-%D8%B4%D8%B1%D9%83%D8%A9-%D8%AC%D8%AF%D9%8A%D8%AF%D8%A9-%D9%84%D9%84%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D9%83%D9%87%D8%B1%D8%A8%D8%A7%D8%A6%D9%8A%D8%A9-
[3] https://aitnews.com/2021/12/17/%D8%A3%D9%88%D8%A8%D8%B1-%D8%AA%D8%AE%D8%AA%D8%A8%D8%B1-%D8%A7%D9%84%D8%AA%D9%88%D8%B5%D9%8A%D9%84-%D8%A7%D9%84%D8%B0%D8%A7%D8%AA%D9%8A-%D9%84%D9%84%D8%B7%D8%B9%D8%A7%D9%85-%D9%81%D9%8A-%D8%A7%D9%84/
[3] https://www.alarabiya.net/aswaq/special-stories/2021/12/15/%D8%A3%D9%83%D8%A8%D8%B1-%D8%B5%D8%A7%D9%86%D8%B9-%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D9%81%D9%8A-%D8%A7%D9%84%D8%B9%D8%A7%D9%84%D9%85-%D8%AA%D8%B1%D8%B5%D8%AF-%D8%B9%D8%B4%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D9%85%D9%84%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D9%84%D8%AE%D8%B7%D9%81-%D8%A7%D9%84%D8%B5%D8%AF%D8%A7%D8%B1%D8%A9-%D9%85%D9%86-%D8%AA%D8%B3%D9%84%D8%A7
[2] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271745
[2] https://www.alarabiya.net/aswaq/special-stories/2021/12/30/%D8%AA%D9%88%D9%82%D8%B9%D8%A7%D8%AA-%D8%A8%D8%A7%D9%86%D8%AA%D8%B9%D8%A7%D8%B4-%D9%83%D8%A8%D9%8A%D8%B1-%D9%81%D9%8A-%D8%B3%D9%88%D9%82-%D8%A7%D9%84%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D9%83%D9%87%D8%B1%D8%A8%D8%A7%D8%A6%D9%8A%D8%A9-%D8%AE%D9%84%D8%A7%D9%84-2022
[2] https://www.alarabiya.net/technology/2022/01/06/%D9%88%D8%A7%D8%AA%D8%B3%D8%A7%D8%A8-%D9%8A%D8%B3%D8%AA%D9%87%D9%84-%D8%B9%D8%A7%D9%85-2022-%D8%A8%D8%AA%D8%AD%D8%AF%D9%8A%D8%AB-%D8%A7%D9%84%D8%B5%D9%88%D8%B1%D8%A9-
[2] https://arabic.rt.com/car/1309916-%D8%B3%D9%8A%D8%A7%D8%B1%D8%A9-%D8%A7%D9%82%D8%AA%D8%B5%D8%A7%D8%AF%D9%8A%D8%A9-%D9%88%D8%B1%D8%AE%D9%8A%D8%B5%D8%A9-%D8%A7%D9%84%D8%AB%D9%85%D9%86-%D8%AA%D8%BA%D8%B2%D9%88-%D8%A3%D8%B3%D9%88%D8%A7%D9%82-%D8%A7%D9%84%D8%B5%D9%8A%D9%86-%D9%88%D8%A7%D9%84%D8%B9%D8%A7%D9%84%D9%85/
[2] https://www.linkedin.com/posts/pinakilaskar_neuromorphic-ai-deeplearning-activity-6898505551047995392-ka3G

Top URLs in Tweet in G6:
[5] https://twitter.com/CreativeScty/status/1492347444289495043

Top URLs in Tweet in G7:
[6] https://dubai.stepconference.com/step-2020-speakers/
[3] https://www.linkedin.com/posts/pinakilaskar_ai-neuralnetworks-selfdrivingcars-activity-6900293775357542400-55Sm
[3] https://dubai.stepconference.com/step-2022-speakers/
[3] https://www.linkedin.com/pulse/what-explainable-ai-pinaki-laskar
[3] https://www.linkedin.com/posts/pinakilaskar_ai-coding-computing-activity-6898119757220986880-qv-4
[3] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271745
[3] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[2] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-aiengineering-activity-6897046907403821056-Vufd
[2] https://insights.pecb.com/pecb-insights-issue-36-january-february-2022/#page36
[2] https://www.linkedin.com/posts/pinakilaskar_ai-causality-engineering-activity-6897741076804026368-pUzT

Top URLs in Tweet in G8:
[22] https://www.insurancejournal.com/news/national/2022/02/02/652000.htm
[2] https://venturebeat.com/2022/02/20/jensen-huang-interview-nvidias-post-arm-strategy-omniverse-and-self-driving-cars/
[1] https://techxplore.com/news/2021-12-sensors-revolutionise-brain-controlled-robotics.html
[1] https://thereader.mitpress.mit.edu/when-hal-kills-computer-ethics/
[1] https://www.industryleadersmagazine.com/building-a-car-of-the-future/
[1] https://geekyhumans.com/de/best-cloud-service-providers/
[1] https://www.washingtonpost.com/outlook/2022/02/04/self-driving-cars-why/?utm_content=buffer5589c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.evnewstopic.com/2022/02/tesla-autopilot-sudden-braking-reports-are-growing.html
[1] https://www.washingtonpost.com/technology/2022/02/10/video-tesla-full-self-driving-beta/?tid=ss_tw
[1] https://twitter.com/Nature/status/1491826474881634307

Top URLs in Tweet in G9:
[1] https://www.wired.com/story/sony-ai-drives-race-car-champ/
[1] https://www.penncapital-star.com/commentary/charged-up-pa-to-receive-171-5m-to-support-ev-charging-stations-tuesday-morning-coffee/?utm_content=buffer17e3e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.washingtonpost.com/transportation/2022/02/10/electric-vehicle-charging/
[1] https://www.wired.com/story/can-super-fast-battery-charging-fix-the-electric-car/
[1] https://www.cnn.com/2022/02/08/business/electric-vans-war/index.html
[1] https://futurism.com/experts-alarmed-tesla-fsd
[1] https://www.wired.com/story/psychology-placing-ev-chargers-roads-less-traveled/
[1] https://twitter.com/i/web/status/1493497809210732548
[1] https://futurism.com/the-byte/elon-musk-tesla-political-contributions
[1] https://futurism.com/the-byte/delorean-electric-car

Top Domains
Top Domains in Tweet in Entire Graph:
[753] jobpreference.com
[324] twitter.com
[168] medium.com
[156] linkedin.com
[155] bbntimes.com
[103] forbes.com
[98] youtube.com
[66] selfdrivingcars360.com
[43] stepconference.com
[41] hdmotori.it

Top Domains in Tweet in G1:
[628] jobpreference.com
[129] linkedin.com
[82] bbntimes.com
[70] twitter.com
[62] youtube.com
[29] stepconference.com
[25] medium.com
[23] forbes.com
[20] allaboutcircuits.com
[16] roboticsandautomationnews.com

Top Domains in Tweet in G2:
[101] twitter.com
[99] jobpreference.com
[73] medium.com
[66] selfdrivingcars360.com
[29] forbes.com
[28] hdmotori.it
[23] youtube.com
[17] makeuseof.com
[14] techcrunch.com
[12] theverge.com

Top Domains in Tweet in G3:
[59] medium.com
[16] twitter.com
[3] bbntimes.com
[2] insideevs.com
[2] hdmotori.it
[1] wiselywise.com
[1] allaboutcircuits.com
[1] thenextweb.com
[1] roboticsandautomationnews.com
[1] aci.it

Top Domains in Tweet in G4:
[43] forbes.com
[25] therobotreport.com
[17] youtu.be
[9] twitter.com
[9] cnet.com
[5] medium.com
[4] bbntimes.com
[3] dronedj.com
[2] youtube.com
[1] techcrunch.com

Top Domains in Tweet in G5:
[54] bbntimes.com
[18] jobpreference.com
[12] twitter.com
[11] alarabiya.net
[5] linkedin.com
[3] aitnews.com
[3] stepconference.com
[2] nodexlgraphgallery.org
[2] rt.com
[1] medium.com

Top Domains in Tweet in G6:
[5] twitter.com

Top Domains in Tweet in G7:
[17] linkedin.com
[9] stepconference.com
[8] twitter.com
[3] nodexlgraphgallery.org
[3] bbntimes.com
[2] pecb.com
[1] pdfdrive.com
[1] forbes.com
[1] jobpreference.com
[1] economiacircolare.com

Top Domains in Tweet in G8:
[22] insurancejournal.com
[14] twitter.com
[4] techcrunch.com
[3] medium.com
[3] pioneeringminds.com
[2] washingtonpost.com
[2] venturebeat.com
[1] techxplore.com
[1] mit.edu
[1] industryleadersmagazine.com

Top Domains in Tweet in G9:
[12] twitter.com
[6] thenextweb.com
[4] wired.com
[4] futurism.com
[4] cnet.com
[4] theverge.com
[2] cnn.com
[2] abc7chicago.com
[2] arstechnica.com
[1] penncapital-star.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4832] ai
[3385] selfdrivingcars
[2890] machinelearning
[2329] bigdata
[2142] datascientist
[1591] analytics
[1552] python
[1429] autonomousvehicles
[1115] iot
[946] coding



Top Hashtags in Tweet in G1:
[3120] ai
[2026] machinelearning
[1728] bigdata
[1633] datascientist
[1534] selfdrivingcars
[1183] python
[1155] analytics
[739] coding
[684] transport
[684] autonomousvehicles

Top Hashtags in Tweet in G2:
[729] selfdrivingcars
[693] ai
[412] autonomousvehicles
[334] iot
[323] machinelearning
[250] autonomous
[225] automotive
[213] python
[209] 5g
[184] mobility

Top Hashtags in Tweet in G3:
[302] ai
[275] selfdrivingcars
[136] iot
[110] connectedcar
[79] autonomousvehicles
[68] wearabletech
[48] artificialintelliegence
[48] technology
[44] machinelearning
[31] bigdata

Top Hashtags in Tweet in G4:
[146] selfdrivingcars
[125] ai
[73] autonomousvehicles
[48] machinelearning
[41] autonomous
[30] fintech
[25] china
[22] evs
[22] electricvehicles
[20] tech

Top Hashtags in Tweet in G5:
[222] selfdrivingcars
[192] evs
[164] ai
[145] machinelearning
[116] bigdata
[88] autonomos
[83] datascientist
[62] python
[57] marketing
[53] datascience

Top Hashtags in Tweet in G6:
[108] trucking
[14] creativesociety
[14] technology
[13] selfdrivingcars
[11] traffic
[11] wewant2live
[10] autonomousdriving
[9] trucks
[5] globalcrisis
[3] lastwarofhumanity

Top Hashtags in Tweet in G7:
[321] ai
[301] bigdata
[295] datascientist
[287] machinelearning
[173] selfdrivingcars
[165] analytics
[98] datascience
[91] autonomousvehicles
[87] rstats
[51] python

Top Hashtags in Tweet in G8:
[80] selfdrivingcars
[25] autonomous
[23] vehicles
[7] ai
[5] autonomousvehicles
[5] tesla
[4] technology
[4] robotaxis
[4] selfdriving
[3] tech

Top Hashtags in Tweet in G9:
[57] electriccars
[54] smartcars
[50] selfdrivingcars
[49] cars
[35] futurecars
[34] speed
[28] rides
[26] whips
[16] teampete
[11] mayorpete

Top Hashtags in Tweet in G10:
[1] driverless
[1] technews
[1] driverlesscars
[1] selfdrivingcars
[1] ai

Top Words
Top Words in Tweet in Entire Graph:
[4832] #ai
[3386] #selfdrivingcars
[2890] #machinelearning
[2329] #bigdata
[2142] #datascientist
[1591] #analytics
[1552] #python
[1429] #autonomousvehicles
[1285] pinakilaskar
[1115] #iot

Top Words in Tweet in G1:
[3120] #ai
[2026] #machinelearning
[1728] #bigdata
[1633] #datascientist
[1534] #selfdrivingcars
[1183] #python
[1155] #analytics
[989] pinakilaskar
[739] #coding
[684] #transport

Top Words in Tweet in G2:
[730] #selfdrivingcars
[693] #ai
[412] #autonomousvehicles
[367] guidaautonoma
[334] #iot
[323] #machinelearning
[256] #selfdriving
[252] #autonomous
[225] #automotive
[213] #python

Top Words in Tweet in G3:
[302] #ai
[275] #selfdrivingcars
[136] #iot
[122] mikequindazzi
[112] ronald_vanloon
[110] #connectedcar
[79] #autonomousvehicles
[68] #wearabletech
[61] #
[57] safety

Top Words in Tweet in G4:
[146] #selfdrivingcars
[125] #ai
[83] jeroenbartelse
[80] mvollmer1
[73] #autonomousvehicles
[56] driverless
[48] #machinelearning
[45] driving
[42] flew
[41] #autonomous

Top Words in Tweet in G5:
[222] #selfdrivingcars
[212] khulood_almani
[192] #evs
[164] #ai
[145] #machinelearning
[116] #bigdata
[88] #autonomos
[83] #datascientist
[73] visualcap
[62] #python

Top Words in Tweet in G6:
[108] #trucking
[102] creativescty
[100] industry
[99] being
[98] highly
[98] important
[98] dangerous
[98] drivers
[98] due
[98] long

Top Words in Tweet in G7:
[321] #ai
[301] #bigdata
[295] #datascientist
[287] #machinelearning
[173] #selfdrivingcars
[165] #analytics
[149] pinakilaskar
[145] fisheyebox
[142] learning
[98] #datascience

Top Words in Tweet in G8:
[80] #selfdrivingcars
[36] car
[34] autonomous
[30] road
[29] companies
[27] outpacing
[27] attempts
[27] write
[27] rules
[27] insurance

Top Words in Tweet in G9:
[57] #electriccars
[54] #smartcars
[50] #selfdrivingcars
[49] #cars
[35] #futurecars
[34] #speed
[28] #rides
[26] #whips
[18] electric
[16] #teampete

Top Words in Tweet in G10:
[18] experiencing
[18] revolution
[18] driverless
[18] technology
[18] maybe
[18] near
[18] future
[18] vehicles
[18] road
[17] ai_mogo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2109] #datascientist,#bigdata
[2052] #ai,#datascientist
[2022] #bigdata,#machinelearning
[1236] #machinelearning,#selfdrivingcars
[822] #python,#coding
[816] #ai,#transport
[804] #transport,#python
[753] sign,middleman
[753] middleman,free
[753] free,charge

Top Word Pairs in Tweet in G1:
[1607] #datascientist,#bigdata
[1558] #ai,#datascientist
[1547] #bigdata,#machinelearning
[907] #machinelearning,#selfdrivingcars
[682] #ai,#transport
[679] #python,#coding
[673] #transport,#python
[628] sign,middleman
[628] middleman,free
[628] free,charge

Top Word Pairs in Tweet in G2:
[200] #ai,#iot
[181] #iot,#5g
[145] #selfdrivingcars,#ai
[123] #5g,#autonomousvehicles
[116] #machinelearning,#ai
[116] #automotive,#mobility
[112] #analytics,#machinelearning
[110] #startups,#smartcity
[105] #ai,#transport
[103] #transport,#python

Top Word Pairs in Tweet in G3:
[121] #ai,#selfdrivingcars
[120] #selfdrivingcars,#iot
[110] #iot,#connectedcar
[94] mikequindazzi,#ai
[68] #connectedcar,#wearabletech
[54] #selfdrivingcars,#ai
[53] simulators,testing
[53] testing,#selfdrivingcars
[53] #selfdrivingcars,safety
[53] safety,labortory

Top Word Pairs in Tweet in G4:
[34] self,driving
[34] #selfdrivingcars,#autonomous
[28] driving,cars
[25] cruise,opens
[25] opens,driverless
[25] driverless,robotaxi
[25] robotaxi,service
[25] service,san
[25] san,francisco
[25] francisco,public

Top Word Pairs in Tweet in G5:
[94] #evs,#selfdrivingcars
[83] #datascientist,#bigdata
[82] #selfdrivingcars,#autonomos
[82] #bigdata,#machinelearning
[78] #ai,#datascientist
[61] #machinelearning,#selfdrivingcars
[57] visualcap,#evs
[50] #machinelearning,taking
[50] taking,#automotive
[50] #automotive,industry

Top Word Pairs in Tweet in G6:
[100] #trucking,industry
[98] being,highly
[98] highly,important
[98] important,#trucking
[98] industry,dangerous
[98] dangerous,drivers
[98] drivers,due
[98] due,long
[98] long,tiresome
[98] tiresome,journeys

Top Word Pairs in Tweet in G7:
[289] #datascientist,#bigdata
[288] #ai,#datascientist
[271] #bigdata,#machinelearning
[156] #machinelearning,#selfdrivingcars
[96] #analytics,#datascience
[87] #machinelearning,#analytics
[83] #selfdrivingcars,#autonomousvehicles
[74] #datascience,#rstats
[60] #autonomousvehicles,#analytics
[55] machine,learning

Top Word Pairs in Tweet in G8:
[27] autonomous,car
[27] car,companies
[27] companies,outpacing
[27] attempts,write
[27] write,rules
[27] rules,road
[27] road,insurance
[27] insurance,journal
[23] outpacing,regulators
[23] regulators,attempts

Top Word Pairs in Tweet in G9:
[49] #electriccars,#cars
[47] #cars,#smartcars
[47] #smartcars,#selfdrivingcars
[34] #futurecars,#speed
[28] #selfdrivingcars,#rides
[26] #rides,#whips
[25] #whips,#futurecars
[11] #slayerpete,#secretarypete
[10] #selfdrivingcars,#futurecars
[8] #petebuttigieg,#mayorpete

Top Word Pairs in Tweet in G10:
[18] experiencing,revolution
[18] revolution,driverless
[18] driverless,technology
[18] technology,maybe
[18] maybe,near
[18] near,future
[18] future,vehicles
[18] vehicles,road
[17] ai_mogo,experiencing
[17] road,comp

Top Replied-To
Top Replied-To in Entire Graph:
@guidaautonoma
@jeroenbartelse
@creativescty
@labordeolivier
@frronconi
@cruise
@zoomcarindia
@easy_mile
@forbestech
@tusimpleai

Top Replied-To in G1:
@stepconference
@khulood_almani
@waymo

Top Replied-To in G2:
@cruise
@zoox
@tusimpleai
@easy_mile
@deeplearn007
@volkswagen
@ford
@tesla

Top Replied-To in G3:
@khulood_almani
@astrange

Top Replied-To in G4:
@forbestech

Top Replied-To in G5:
@guidaautonoma
@jeroenbartelse
@frronconi
@labordeolivier
@development_rt
@bimedotcom
@enricomolinari
@hana_elsayyed

Top Replied-To in G6:
@creativescty

Top Replied-To in G9:
@washingtonpost

Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@guidaautonoma
@khulood_almani
@fisheyebox
@analytics_699
@jobpreference
@akwyz
@glengilmore
@fisheyeboxindia
@visualcap

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

Top Mentioned in G2:
@guidaautonoma
@analytics_699
@jobpreference
@pinakilaskar
@selfdriving360
@akwyz
@glengilmore
@haroldsinnott
@fisheyebox
@pawlowskimario

Top Mentioned in G3:
@mikequindazzi
@ronald_vanloon
@seeker
@gigadgets_
@guidaautonoma
@motorcycletwitt
@worldtrendsinfo
@fisher85m
@harry_robots
@pinakilaskar

Top Mentioned in G4:
@jeroenbartelse
@mvollmer1
@spirosmargaris
@khulood_almani
@nicochan33
@frronconi
@therobotreport
@guidaautonoma
@curieuxexplorer
@lanceeliot

Top Mentioned in G5:
@khulood_almani
@visualcap
@bbntimes_en
@pinakilaskar
@wef
@fisheyebox
@akwyz
@glengilmore
@nicochan33
@jobpreference

Top Mentioned in G6:
@creativescty
@susigon28333533
@erikajunas
@shininglotos

Top Mentioned in G7:
@pinakilaskar
@fisheyebox
@analytics_699
@khulood_almani
@guidaautonoma
@mvollmer1
@_qu4nt
@frronconi
@labordeolivier
@newfxfs

Top Mentioned in G8:
@alvinleito

Top Mentioned in G9:
@foxmental_x
@thenextweb
@wired
@futurism
@verge
@kylejhyatt
@byjohnlmicek
@washingtonpost
@theglobalherald
@cpautoscribe

Top Mentioned in G10:
@ai_mogo

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@robinsnewswire
@chidambara09
@gambiste1
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@ipythonistabot

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@ipythonistabot
@cybersecurityn8
@morolswediu
@coder_487

Top Tweeters in G2:
@business
@calcaware
@ssxman2
@trippbraden
@mashable
@ilovebooks786
@forbes
@jeffreyawillia4
@gladeolie
@fmfrancoise

Top Tweeters in G3:
@dataaugmented
@npsusa
@fintechna
@gezgintrk
@evanderburg
@xzpwedvhhh37i3c
@nomoreslaves
@pythonexpertbot
@glaciarblue
@kuriharan

Top Tweeters in G4:
@chidambara09
@evankirstel
@reuters
@businessinsider
@fluttbot
@nicochan33
@gr8india
@rwang0
@openmarketingtv
@gvalan

Top Tweeters in G5:
@botraj1
@youranonriots
@bot_innovation
@nikhilkanoje6
@fullnam35087976
@digitaldecoded1
@bendevbot
@gosquad22
@newsneus
@rosiaxbot

Top Tweeters in G6:
@untgaps
@mbiglova
@kyzinmwf6qgdu0n
@julciajulcia
@stasniska
@shininglotos
@culer01
@dayana8ur94
@jchmelkova
@creative_s_uk

Top Tweeters in G7:
@ml_tweet_bot
@bigtickhk
@laveilletechno
@full_bugs
@blkhwk0ps
@7wdata
@nvsdata
@bashnano
@newfxfs
@genwealth0

Top Tweeters in G8:
@warriors_mom
@cynicalkind
@haymansafc
@eco_promos
@thenexttech2018
@future_timeline
@torstenvolk
@techstoryin
@djcalworldwide
@jamesphkotsybar

Top Tweeters in G9:
@washingtonpost
@abc7chicago
@foxmental_x
@thenextweb
@kdka
@verge
@shyredmd
@gizmodo
@wired
@pantagraph

Top Tweeters in G10:
@swatidr3
@randhirdass6
@rajputss1975
@bhivara59064699
@khadimu85179642
@mizanur37926052
@dkushwas
@rana_kain
@abdurra62728873
@vijendr79240507