#selfdrivingcars, Twitter, 3/30/2022 4:24:35 PM, 273994


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#selfdrivingcars_2022-03-30_05-36-01.xlsx
#selfdrivingcars_2022-03-30_05-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 30, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3uFTDX1
@robotconsumer
@khulood_almani
@guidaautonoma
@mvollmer1
@pinakilaskar
@ronald_vanloon
@analytics_699
@jeroenbartelse
@ingliguori
@jobpreference

Top hashtags:
#ai
#selfdrivingcars
#machinelearning
#iot

Description:
Description
The graph represents a network of 1,744 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, 30 March 2022 at 12:48 UTC.

The requested start date was Wednesday, 30 March 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 21-day, 23-hour, 8-minute period from Monday, 07 March 2022 at 22:37 UTC to Tuesday, 29 March 2022 at 21:46 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1744
Unique Edges : 2729
Edges With Duplicates : 17154
Total Edges : 19883
Number of Edge Types : 5
Mentions : 2188
Retweet : 5954
MentionsInRetweet : 10717
Replies to : 69
Tweet : 955
Self-Loops : 1309
Reciprocated Vertex Pair Ratio : 0.0361423220973783
Reciprocated Edge Ratio : 0.0697632387493222
Connected Components : 115
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 1572
Maximum Edges in a Connected Component : 19634
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.19233
Graph Density : 0.00182019032881197
Modularity : 0.177994
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,744 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, 30 March 2022 at 12:48 UTC.

The requested start date was Wednesday, 30 March 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 21-day, 23-hour, 8-minute period from Monday, 07 March 2022 at 22:37 UTC to Tuesday, 29 March 2022 at 21:46 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #selfdrivingcars
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[605] https://www.jobpreference.com/
[131] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[96] https://twitter.com/iot_automotive/timelines/1122115041417887744
[81] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[62] https://glweb.eu/blog/digital-transformation/201-what-is-deep-learning
[40] https://twitter.com/iot_automotive/timelines/1369658804976062464
[33] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[30] https://www.selfdrivingcars360.com/
[28] https://www.linkedin.com/posts/pinakilaskar_aiscience-aiengineering-robotics-activity-6907881413551742976-j6Gg
[25] https://aawsat.com/node/3545726

Top URLs in Tweet in G1:
[113] https://www.jobpreference.com/
[95] https://twitter.com/iot_automotive/timelines/1122115041417887744
[45] https://glweb.eu/blog/digital-transformation/201-what-is-deep-learning
[41] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[36] https://twitter.com/iot_automotive/timelines/1369658804976062464
[30] https://www.selfdrivingcars360.com/
[23] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[22] https://cio.economictimes.indiatimes.com/amp/news/next-gen-technologies/will-indians-ever-trust-driverless-cars/90344341
[19] https://Catalog.selfdrivingcars360.com/
[18] https://equalocean.com/analysis/2022031917148

Top URLs in Tweet in G2:
[182] https://www.jobpreference.com/
[66] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[31] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[17] https://www.wsj.com/articles/intel-files-to-take-self-driving-unit-mobileye-public-11646669536
[15] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[14] https://www.linkedin.com/posts/pinakilaskar_aiscience-aiengineering-robotics-activity-6907881413551742976-j6Gg
[13] https://www.motor1.com/news/575973/mercedes-amg-autonomous-hot-laps/
[13] https://www.makeuseof.com/ways-5g-changing-the-world/
[12] https://pony.ai/
[12] https://www.cnbc.com/2022/03/07/robotaxi-start-up-ponyai-valued-at-8point5-billion-after-fresh-funding.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G3:
[307] https://www.jobpreference.com/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273052
[9] https://glweb.eu/blog/digital-transformation/201-what-is-deep-learning
[8] https://www.linkedin.com/posts/pinakilaskar_metaverse-ai-deeplearning-activity-6913703765183205376-0Xuc?utm_source=linkedin_share&utm_medium=android_app
[8] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[7] https://www.linkedin.com/posts/pinakilaskar_aiscience-aiengineering-robotics-activity-6907881413551742976-j6Gg
[7] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-ai-aiscience-activity-6908963698925535232-c2S4
[7] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-engineering-research-activity-6909702679887843329-YeMh
[7] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-deeplearning-activity-6911156445275115520-feLw?utm_source=linkedin_share&utm_medium=android_app
[7] https://www.linkedin.com/posts/pinakilaskar_machinelearning-artificialintelligence-rpa-activity-6912612060874838016-meJL?utm_source=linkedin_share&utm_medium=android_app

Top URLs in Tweet in G4:
[37] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[15] https://aawsat.com/node/3545726
[5] https://www.bbntimes.com/technology/how-machine-learning-is-taking-the-automotive-industry-to-a-new-level
[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://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-
[2] https://www.jobpreference.com/
[1] https://twitter.com/i/web/status/1508848428528418821
[1] https://twitter.com/i/web/status/1501490098076016645
[1] https://twitter.com/i/web/status/1508492516693270531
[1] https://twitter.com/i/web/status/1508018280023347200

Top URLs in Tweet in G5:
[7] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[3] https://www.forbes.com/sites/lanceeliot/2021/07/19/when-ai-self-driving-cars-sue-due-to-dangerous-roadway-conditions/
[2] https://www.forbes.com/sites/lanceeliot/2022/03/13/ai-ethics-and-the-riddle-underlying-criminal-accountability-of-ai-including-crimes-committed-by-revered-ai-based-self-driving-cars/?sh=7be4047c3dd5via
[2] https://www.forbes.com/sites/lanceeliot/2022/03/17/ai-ethics-keeps-relentlessly-asking-or-imploring-how-to-adequately-control-ai-including-the-matter-of-ai-that-drives-self-driving-cars/?sh=ae2737246aa3
[2] https://questions.selfdrivingcars360.com
[1] https://twitter.com/i/web/status/1508609425795424260
[1] https://twitter.com/i/web/status/1506123560154193923
[1] https://twitter.com/i/web/status/1508835951690276870
[1] https://twitter.com/i/web/status/1501376781982515207
[1] https://twitter.com/Ronald_vanLoon/status/1508609425795424260/video/1

Top URLs in Tweet in G6:
[3] https://carsofthefuture.co.uk/driverless-cars-hyperbolic-headlines/
[2] https://www.drivingthenation.com/tesla-most-trusted-brand-for-autonomous-driving/
[1] https://twitter.com/i/web/status/1508923508805582857
[1] https://www.youtube.com/watch?v=ZYNkvFWtI9Q&feature=youtu.be

[1] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[1] https://www.forbes.com/sites/jamesmorris/2022/03/12/connected-cars-are-just-as-revolutionary-as-electric-vehicles/?sh=1abadeb541d6
[1] https://nypost.com/2022/03/16/tesla-employee-fired-after-driverless-tech-youtube-reviews/amp/
[1] https://Catalog.selfdrivingcars360.com/
[1] https://www.iotworldtoday.com/2022/03/16/nhtsa-greenlights-self-driving-cars-without-manual-controls/?utm_content=buffer6e4df&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834

Top URLs in Tweet in G7:
[5] https://www.futurebridge.com/industry/perspectives-mobility/future-outlook-of-autonomous-delivery-vehicles/?utm_source=linkedin&utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[4] https://www.futurebridge.com/article/self-driving-vehicles/?utm_source=linkedin&utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[3] 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://dellyranks.com/no-steering-self-driving-cars-no-longer-need-human-controls-in-us/?feed_id=102223&_unique_id=622af24089a5e
[2] https://www.reuters.com/business/autos-transportation/us-eliminates-human-controls-requirement-fully-automated-vehicles-2022-03-11/
[1] https://www.mobileye.com/
[1] https://www.scmp.com/tech/tech-war/article/3149403/china-rolls-out-autonomous-driving-standards-carmakers-work-towards
[1] https://twitter.com/WIRED/status/1501245423566131206
[1] https://www.sciencebuddies.org/projects-lessons-activities?s=autonomous+car&from=Newsletter
[1] https://www.forbes.com/sites/uhenergy/2019/05/21/self-driving-automobiles-how-soon-and-how-much/?sh=3f0b2cd938bd

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=aGXwT6D5NQI&feature=youtu.be

[1] https://www.cnbc.com/2022/03/18/gm-to-buy-softbanks-stake-in-cruise-self-driving-unit.html

Top URLs in Tweet in G9:
[2] https://techwireasia.com/2022/03/democratizing-autonomy-how-autox-is-steering-the-driverless-revolution/
[1] https://www.nytimes.com/2022/03/11/nyregion/electric-cars-nyc.html
[1] https://twitter.com/i/web/status/1501504374329298944
[1] http://ID.Buzz
[1] https://twitter.com/i/web/status/1501649019717787653
[1] https://twitter.com/i/web/status/1501737100206428160
[1] https://twitter.com/SecretaryPete/status/1501604822159663107
[1] https://www.digitaltrends.com/cars/personal-flying-machine-looks-like-a-vertical-flying-saucer/
[1] https://www.cnn.com/2022/03/12/business/uber-gas-prices-surcharge/index.html
[1] https://twitter.com/i/web/status/1506039200856035342

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=cW_9KRL_rA0&feature=youtu.be

[1] https://twitter.com/i/web/status/1505948371965554689
[1] https://www.youtube.com/watch?v=DhP3jiC9YX0&feature=youtu.be

[1] https://www.eventbrite.com/e/robot-block-party-tickets-260600431907
[1] https://foxglove.dev/blog/analyze-your-robotics-data-with-jupyter-notebooks

Top Domains
Top Domains in Tweet in Entire Graph:
[605] jobpreference.com
[424] twitter.com
[224] linkedin.com
[170] medium.com
[164] bbntimes.com
[123] selfdrivingcars360.com
[76] forbes.com
[67] glweb.eu
[58] hdmotori.it
[56] youtube.com

Top Domains in Tweet in G1:
[272] twitter.com
[120] selfdrivingcars360.com
[118] medium.com
[113] jobpreference.com
[58] linkedin.com
[57] hdmotori.it
[51] forbes.com
[48] glweb.eu
[43] aci.it
[35] bbntimes.com

Top Domains in Tweet in G2:
[182] jobpreference.com
[81] bbntimes.com
[48] linkedin.com
[33] medium.com
[17] wsj.com
[17] twitter.com
[14] motor1.com
[13] makeuseof.com
[12] pony.ai
[12] cnbc.com

Top Domains in Tweet in G3:
[307] jobpreference.com
[113] linkedin.com
[44] twitter.com
[23] nodexlgraphgallery.org
[12] youtube.com
[9] medium.com
[9] glweb.eu
[5] couponed12.com
[4] nvidia.com
[4] bbntimes.com

Top Domains in Tweet in G4:
[42] bbntimes.com
[15] aawsat.com
[11] twitter.com
[4] alarabiya.net
[4] linkedin.com
[2] jobpreference.com
[1] nodexlgraphgallery.org
[1] analyticsinsight.net
[1] qz.com
[1] bigdata4innovation.it

Top Domains in Tweet in G5:
[16] forbes.com
[8] twitter.com
[7] medium.com
[2] selfdrivingcars360.com
[1] co.uk
[1] hbr.org
[1] tesmanian.com
[1] nodexlgraphgallery.org
[1] indiatimes.com
[1] moonshot.news

Top Domains in Tweet in G6:
[6] selfdrivenews.com
[5] twitter.com
[4] co.uk
[3] youtube.com
[2] drivingthenation.com
[2] indiatimes.com
[1] bbntimes.com
[1] forbes.com
[1] nypost.com
[1] selfdrivingcars360.com

Top Domains in Tweet in G7:
[30] twitter.com
[9] futurebridge.com
[4] pioneeringminds.com
[3] reuters.com
[3] the-next-tech.com
[2] forbes.com
[2] dellyranks.com
[2] bit.ly
[2] industryweek.com
[2] theguardian.com

Top Domains in Tweet in G8:
[1] youtube.com
[1] cnbc.com

Top Domains in Tweet in G9:
[11] twitter.com
[5] thenextweb.com
[3] cnbc.com
[2] nytimes.com
[2] slashgear.com
[2] medium.com
[2] techwireasia.com
[2] reuters.com
[2] duke.edu
[2] techcrunch.com

Top Domains in Tweet in G10:
[2] youtube.com
[1] twitter.com
[1] eventbrite.com
[1] foxglove.dev

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4387] ai
[4053] selfdrivingcars
[2065] machinelearning
[1717] iot
[1604] autonomousvehicles
[1444] python
[1126] bigdata
[1095] analytics
[866] autonomous
[858] 5g



Top Hashtags in Tweet in G1:
[1993] selfdrivingcars
[1920] ai
[1027] iot
[997] autonomousvehicles
[729] machinelearning
[620] 5g
[544] autonomous
[358] smartcity
[355] bigdata
[303] tech

Top Hashtags in Tweet in G2:
[809] ai
[611] selfdrivingcars
[417] machinelearning
[388] python
[242] analytics
[212] iot
[211] bigdata
[204] autonomous
[196] autonomousvehicles
[184] coding

Top Hashtags in Tweet in G3:
[1316] ai
[869] machinelearning
[745] selfdrivingcars
[736] python
[600] analytics
[509] bigdata
[465] rstats
[436] reactjs
[409] coding
[377] iot

Top Hashtags in Tweet in G4:
[218] selfdrivingcars
[172] ai
[169] evs
[153] autonomos
[136] smartcities
[79] iot
[77] tech
[70] smartcity
[54] innovation
[47] python

Top Hashtags in Tweet in G5:
[160] selfdrivingcars
[100] ai
[78] autonomousvehicles
[34] mi
[34] robotics
[32] robot
[20] autonomous
[18] machinelearning
[15] selfdriving
[14] artificialintelligence

Top Hashtags in Tweet in G6:
[50] selfdrivingcars
[24] autonomousvehicles
[18] ai
[15] driverless
[12] tesla
[12] autonomous
[9] datascience
[9] automotive
[7] selfdriving
[7] iot

Top Hashtags in Tweet in G7:
[98] selfdrivingcars
[13] ai
[10] autonomousvehicles
[8] driverlesscars
[7] tesla
[7] automotive
[6] electricvehicles
[6] autonomousvehicle
[6] mobility
[5] autonomousdelivery

Top Hashtags in Tweet in G8:
[3] selfdrivingcars
[1] cochesautonomos
[1] lifeatcruise
[1] business
[1] stake
[1] cars
[1] auto
[1] selfdriving
[1] cruise
[1] gm

Top Hashtags in Tweet in G9:
[47] selfdrivingcars
[37] transportation
[32] electriccars
[32] cars
[30] smartcars
[21] rides
[21] speed
[21] driverless
[20] whips
[20] futurecars

Top Hashtags in Tweet in G10:
[8] robotics
[4] selfdrivingcars
[3] jupyter
[3] oakland
[2] algorithms
[2] ros
[1] ai
[1] datavisualization
[1] python
[1] opensource

Top Words
Top Words in Tweet in Entire Graph:
[4387] #ai
[4053] #selfdrivingcars
[2065] #machinelearning
[1717] #iot
[1603] #autonomousvehicles
[1444] #python
[1332] guidaautonoma
[1126] #bigdata
[1095] #analytics
[898] #autonomous

Top Words in Tweet in G1:
[1993] #selfdrivingcars
[1920] #ai
[1027] #iot
[996] #autonomousvehicles
[978] guidaautonoma
[729] #machinelearning
[620] #5g
[563] #autonomous
[358] #smartcity
[355] #bigdata

Top Words in Tweet in G2:
[809] #ai
[611] #selfdrivingcars
[417] #machinelearning
[388] #python
[342] khulood_almani
[268] mvollmer1
[242] #analytics
[240] analytics_699
[237] guidaautonoma
[222] jeroenbartelse

Top Words in Tweet in G3:
[1316] #ai
[869] #machinelearning
[745] #selfdrivingcars
[736] #python
[600] #analytics
[509] #bigdata
[465] #rstats
[436] #reactjs
[409] #coding
[393] pinakilaskar

Top Words in Tweet in G4:
[218] #selfdrivingcars
[195] khulood_almani
[172] #ai
[169] #evs
[153] #autonomos
[136] #smartcities
[127] visualcap
[111] cost
[102] visualizing
[100] range

Top Words in Tweet in G5:
[160] #selfdrivingcars
[119] ronald_vanloon
[100] #ai
[78] #autonomousvehicles
[51] gigadgets_
[46] autonomous
[40] transportation
[38] urban
[38] solution
[38] insane

Top Words in Tweet in G6:
[50] #selfdrivingcars
[28] driving
[24] #autonomousvehicles
[20] cars
[19] self
[19] driverless
[18] #ai
[15] #driverless
[15] selfdriving360
[13] elonmusk

Top Words in Tweet in G7:
[98] #selfdrivingcars
[43] driving
[37] self
[27] cars
[26] vehicles
[15] autonomous
[13] #ai
[12] read
[11] auto
[10] #autonomousvehicles

Top Words in Tweet in G8:
[27] cruise
[17] acabo
[16] experimentar
[16] futuro
[16] sigo
[16] flipando
[16] increíble
[16] ir
[16] taxi
[16] autónomo

Top Words in Tweet in G9:
[47] #selfdrivingcars
[37] #transportation
[32] #electriccars
[32] #cars
[30] #smartcars
[21] #rides
[21] #speed
[21] #driverless
[20] #whips
[20] #futurecars

Top Words in Tweet in G10:
[25] planning
[20] using
[20] robot
[17] video
[17] motion
[17] robots
[17] simulated
[15] algorithm
[14] mahnasakshay
[8] #robotics

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[683] #selfdrivingcars,#ai
[664] #ai,#machinelearning
[646] #datascientist,#bigdata
[622] #ai,#iot
[617] #ai,#python
[608] #machinelearning,#ai
[606] sign,free
[606] #ai,#transport
[606] #coding,#selfdrivingcars
[605] need,#job

Top Word Pairs in Tweet in G1:
[610] #selfdrivingcars,#ai
[593] #ai,#iot
[551] #iot,#5g
[360] #ai,#selfdrivingcars
[321] #5g,#autonomousvehicles
[241] #selfdrivingcars,#autonomousvehicles
[236] #startups,#smartcity
[218] #robots,#startup
[211] #selfdrivingcars,#iot
[206] #startup,#startups

Top Word Pairs in Tweet in G2:
[194] #machinelearning,#ai
[193] #ai,#python
[191] #analytics,#machinelearning
[190] akwyz,glengilmore
[182] jobpreference,need
[182] need,#job
[182] #job,sign
[182] sign,free
[182] free,middleman
[182] middleman,#ai

Top Word Pairs in Tweet in G3:
[398] #ai,#machinelearning
[308] #coding,#selfdrivingcars
[307] need,#job
[307] #job,sign
[307] sign,free
[307] free,middleman
[307] middleman,#ai
[307] #ai,#transport
[307] #transport,#python
[307] #python,#coding

Top Word Pairs in Tweet in G4:
[149] #selfdrivingcars,#autonomos
[126] #autonomos,#smartcities
[100] visualizing,range
[100] range,#evs
[100] #evs,major
[100] major,highway
[100] highway,routes
[100] routes,cost
[100] cost,visualcap
[100] visualcap,#selfdrivingcars

Top Word Pairs in Tweet in G5:
[41] #selfdrivingcars,#ai
[39] #autonomousvehicles,#selfdrivingcars
[38] urban,transportation
[38] transportation,solution
[38] solution,insane
[38] insane,gigadgets_
[38] gigadgets_,#autonomousvehicles
[36] ronald_vanloon,autonomous
[36] #selfdrivingcars,#autonomousvehicles
[36] ronald_vanloon,urban

Top Word Pairs in Tweet in G6:
[19] self,driving
[11] driverless,cars
[9] cars,avoid
[8] ants,navigation
[8] navigation,groups
[8] groups,help
[8] help,driverless
[8] avoid,crashes
[8] crashes,wef
[8] wef,#ai

Top Word Pairs in Tweet in G7:
[37] self,driving
[17] driving,cars
[10] driving,vehicles
[7] read,more
[6] #driverlesscars,#selfdrivingcars
[6] analysis,reveals
[6] reveals,autonomous
[6] autonomous,delivery
[6] delivery,vehicles
[6] reach,200

Top Word Pairs in Tweet in G8:
[16] acabo,experimentar
[16] experimentar,futuro
[16] futuro,sigo
[16] sigo,flipando
[16] flipando,increíble
[16] increíble,ir
[16] ir,taxi
[16] taxi,autónomo
[16] autónomo,cruise
[16] cruise,gratis

Top Word Pairs in Tweet in G9:
[32] #electriccars,#cars
[30] #cars,#smartcars
[27] #smartcars,#selfdrivingcars
[21] #selfdrivingcars,#rides
[20] #rides,#whips
[20] #futurecars,#speed
[20] #driverless,#selfdrivingcars
[19] #whips,#futurecars
[19] #selfdrivingcars,#autonomousvehicles
[19] #autonomousvehicles,#transportation

Top Word Pairs in Tweet in G10:
[17] video,motion
[17] motion,planning
[17] planning,robots
[17] robots,using
[15] algorithm,simulated
[14] mahnasakshay,video
[8] using,frenet
[8] frenet,frame
[8] frame,based
[8] based,trajectory

Top Replied-To
Top Replied-To in Entire Graph:
@guidaautonoma
@jeroenbartelse
@labordeolivier
@nvidia
@elonmusk
@bosch
@tusimpleai
@teslamodel
@segundoatdell
@david_bott

Top Replied-To in G1:
@nvidia
@bosch
@teslamodel
@tusimpleai
@waymo
@luminartech
@paulxmccarthy
@ai4allorg
@mercedesbenz
@vdttechnology

Top Replied-To in G2:
@khulood_almani
@mvollmer1
@jeroenbartelse

Top Replied-To in G3:
@kevsmac
@pinakilaskar

Top Replied-To in G4:
@guidaautonoma
@jeroenbartelse
@labordeolivier
@segundoatdell
@analytics_699
@globaliqx
@development_rt
@disfolddotcom
@amitchampaneri1
@frronconi

Top Replied-To in G6:
@elonmusk
@nhtsagov
@aviseka
@ryanfoland
@alandail
@reuters

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

Top Mentioned in G1:
@guidaautonoma
@pinakilaskar
@mikequindazzi
@analytics_699
@ingliguori
@jobpreference
@iot_automotive
@fisheyebox
@motorcycletwitt
@selfdriving360

Top Mentioned in G2:
@khulood_almani
@mvollmer1
@analytics_699
@guidaautonoma
@jeroenbartelse
@akwyz
@glengilmore
@fisheyeboxindia
@jobpreference
@pinakilaskar

Top Mentioned in G3:
@pinakilaskar
@analytics_699
@jobpreference
@fisheyebox
@guidaautonoma
@khulood_almani
@pawlowskimario
@haroldsinnott
@visualcap
@robotconsumer

Top Mentioned in G4:
@khulood_almani
@visualcap
@bbntimes_en
@enricomolinari
@nicochan33
@glengilmore
@fisheyeboxindia
@mvollmer1
@akwyz
@analytics_699

Top Mentioned in G5:
@ronald_vanloon
@gigadgets_
@mashable
@digitaltrends
@forbes
@jeroenbartelse
@fabriziobustama
@nissan
@zappyzappy7
@ipfconline1

Top Mentioned in G6:
@selfdriving360
@guidaautonoma
@elonmusk
@wef
@tesla
@reuters
@erwandemont
@pawlowskimario
@wevolverapp
@akwyz

Top Mentioned in G7:
@iankhanfuturist
@bmciofficial
@wavetossed

Top Mentioned in G8:
@cruise
@martin_vigo
@gsandeep1231
@poppytheav
@gm
@softbank_group
@cnbcnow

Top Mentioned in G9:
@foxmental_x
@thenextweb
@nytimes
@slashgear
@medium
@kylejhyatt
@abcnews
@futurism
@mikewayland
@usatoday

Top Mentioned in G10:
@mahnasakshay
@foxglovedev
@openroboticsorg
@svrobo
@rosorg
@clearpathrobots
@circuitlaunch
@thepsf
@projectjupyter

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@iartg
@cybersecurityn8
@evankirstel
@daily_express
@annemariayritys

Top Tweeters in G1:
@sectest9
@cybersecurityn8
@fabriciosx
@botcybersec
@hubofml
@ml_tweet_bot
@azuerbot
@botsecx
@yutakama
@calcaware

Top Tweeters in G2:
@xaelbot
@codedailybot
@evankirstel
@jfsebastian146
@fluttbot
@robotproud
@aprogrammerbot
@cnbc
@nicochan33
@ricardo_ik_ahau

Top Tweeters in G3:
@javascriptd
@botraj1
@harvest57688777
@dataaugmented
@100daysof2020
@serverlessfan
@thepixeldevs
@caring_mobile
@advanceml
@rahul05ranjan

Top Tweeters in G4:
@chidambara09
@annemariayritys
@aldoceccarelli
@lorimoreno
@emperatriz1827
@bot_innovation
@drumeshprabhu
@botfemale
@full_bugs
@lovegoldenheart

Top Tweeters in G5:
@marting8177
@ssxman2
@gezgintrk
@micheleangelo13
@benishii_
@mashable
@forbes
@yvesmulkers
@npr
@papijones4

Top Tweeters in G6:
@daily_express
@reuters
@amazingchevvolt
@ailsaforshaw
@telegraph
@nypost
@healhglyn
@reutersbiz
@yahoonews
@wholemarsblog

Top Tweeters in G7:
@wavetossed
@ralexjimenez
@roseleomusk
@thandojo
@baladorje
@carolonadvlaw
@mypalsammy
@dellyranksindia
@innovarch
@thenexttech2018

Top Tweeters in G8:
@phenomenalpoto
@douglasholtzman
@cnbcnow
@navaguay
@giozi
@crazzymath
@pedrolgallego
@taylorogan
@pelotausuario
@monsieurdeivid

Top Tweeters in G9:
@nytimes
@usatoday
@abcnews
@foxmental_x
@timesofisrael
@techcrunch
@thenextweb
@verge
@shyredmd
@venturebeat

Top Tweeters in G10:
@balamsinhue
@imthedronelord
@vfsmt
@openroboticsorg
@svrobo
@thepsf
@rosorg
@clearpathrobots
@projectjupyter
@sachinkum0009