#selfdrivingcars, Twitter, 4/6/2022 4:19:58 PM, 274393


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#selfdrivingcars_2022-04-06_05-36-02.xlsx
#selfdrivingcars_2022-04-06_05-36-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 06, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3uVDv3T
@robotconsumer
@khulood_almani
@mvollmer1
@guidaautonoma
@pinakilaskar
@analytics_699
@jeroenbartelse
@ronald_vanloon
@cruise
@jobpreference

Top hashtags:
#ai
#selfdrivingcars
#machinelearning
#iot

Description:
Description
The graph represents a network of 1,781 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, 06 April 2022 at 12:46 UTC.

The requested start date was Wednesday, 06 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 24-day, 4-hour, 46-minute period from Saturday, 12 March 2022 at 16:24 UTC to Tuesday, 05 April 2022 at 21:11 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 : 1781
Unique Edges : 2911
Edges With Duplicates : 17763
Total Edges : 20674
Number of Edge Types : 5
MentionsInRetweet : 11054
Mentions : 2671
Retweet : 5904
Tweet : 960
Replies to : 85
Self-Loops : 1333
Reciprocated Vertex Pair Ratio : 0.0355348169418521
Reciprocated Edge Ratio : 0.068630849220104
Connected Components : 111
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 1602
Maximum Edges in a Connected Component : 20389
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.208789
Graph Density : 0.00182008592572031
Modularity : 0.173191
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,781 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, 06 April 2022 at 12:46 UTC.

The requested start date was Wednesday, 06 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 24-day, 4-hour, 46-minute period from Saturday, 12 March 2022 at 16:24 UTC to Tuesday, 05 April 2022 at 21:11 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:
[477] https://www.jobpreference.com/
[94] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[92] https://twitter.com/iot_automotive/timelines/1122115041417887744
[86] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[43] https://glweb.eu/blog/digital-transformation/201-what-is-deep-learning
[40] https://twitter.com/iot_automotive/timelines/1369658804976062464
[39] https://siamagazin.com/ultra-luxury-cadillac-innerspace-autonomous-concept/
[37] https://aawsat.com/node/3545726
[27] https://www.selfdrivingcars360.com/
[24] https://cio.economictimes.indiatimes.com/amp/news/next-gen-technologies/will-indians-ever-trust-driverless-cars/90344341

Top URLs in Tweet in G1:
[87] https://twitter.com/iot_automotive/timelines/1122115041417887744
[82] https://www.jobpreference.com/
[37] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[34] https://twitter.com/iot_automotive/timelines/1369658804976062464
[30] https://glweb.eu/blog/digital-transformation/201-what-is-deep-learning
[20] https://cio.economictimes.indiatimes.com/amp/news/next-gen-technologies/will-indians-ever-trust-driverless-cars/90344341
[17] https://insideevs.it/news/573441/rivian-r1t-guida-autonoma-video/amp/
[16] https://equalocean.com/analysis/2022031917148
[12] https://www.analyticsinsight.net/top-10-companies-in-automotive-artificial-intelligence-in-2022/
[10] https://www.quattroruote.it/news/tecnologia/2022/03/12/audi_e_holoride_la_realta_virtuale_arriva_sulle_auto_di_serie.amp.html

Top URLs in Tweet in G2:
[28] https://siamagazin.com/ultra-luxury-cadillac-innerspace-autonomous-concept/
[10] https://www.wsj.com/articles/waymo-to-send-driverless-cars-through-san-francisco-11648648800
[10] https://www.motor1.com/news/575973/mercedes-amg-autonomous-hot-laps/
[9] https://www.reuters.com/business/autos-transportation/toyota-aurora-test-drive-autonomous-ride-hailing-fleet-texas-2022-03-23/
[4] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273052
[4] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[4] https://pandaily.com/white-rhino-passes-key-international-standards-test-for-l4-autonomous-driving/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273052
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273572
[3] https://www.forbes.com/sites/lanceeliot/2022/04/01/heres-why-ai-ethics-is-touting-that-human-centered-ai-is-crucial-to-our-ai-symbiotic-existence-such-as-the-advent-of-autonomous-self-driving-cars/

Top URLs in Tweet in G3:
[151] https://www.jobpreference.com/
[53] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[48] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-3-e98cea5d2308?_branch_match_id=link-1025688124440053834
[22] https://www.selfdrivingcars360.com/
[17] https://Catalog.selfdrivingcars360.com/
[15] https://aawsat.com/node/3545726
[12] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6909418754468646912
[11] https://www.makeuseof.com/ways-5g-changing-the-world/
[9] https://siamagazin.com/ultra-luxury-cadillac-innerspace-autonomous-concept/
[9] https://www.bloomberg.com/news/articles/2022-03-30/google-s-waymo-to-offer-public-fully-driverless-rides-in-san-francisco?utm_campaign=socialflow-organic&utm_source=twitter&cmpid%3D=socialflow-twitter-tictoc&utm_content=tictoc&utm_medium=social

Top URLs in Tweet in G4:
[229] https://www.jobpreference.com/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273052
[8] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-engineering-research-activity-6909702679887843329-YeMh
[8] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-ai-algorithms-activity-6916234375852355584-OXsS?utm_source=linkedin_share&utm_medium=android_app
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273572
[7] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-biases-machinelearning-activity-6916589613352370176-VloX?utm_source=linkedin_share&utm_medium=android_app
[6] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6909418754468646912
[5] https://developer.nvidia.com/blog/deep-learning-self-driving-cars/
[5] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273052
[5] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273572

Top URLs in Tweet in G5:
[21] https://aawsat.com/node/3545726
[20] https://www.bbntimes.com/technology/how-smart-city-tech-prevents-accidents
[15] https://www.jobpreference.com/
[4] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273994
[4] https://www.linkedin.com/posts/visionarynet_selfdrivingcars-telegram-artificialintelligence-activity-6914204489251962880-WEXV?utm_source=linkedin_share&utm_medium=member_desktop_web
[4] https://www.youtube.com/watch?v=l5yoGkZcK4Q&feature=youtu.be

[3] 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273572

Top URLs in Tweet in G6:
[2] 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=
[2] https://www.futurebridge.com/article/self-driving-vehicles/?utm_source=linkedin&utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://www.the-next-tech.com/top-10/top-10-companies-to-work-for-as-a-robotics-engineer/?utm_source=twitter&utm_medium=social&utm_campaign=TNT
[2] https://www.theguardian.com/technology/2022/mar/27/how-self-driving-cars-got-stuck-in-the-slow-lane
[1] https://www.reuters.com/business/autos-transportation/us-eliminates-human-controls-requirement-fully-automated-vehicles-2022-03-11/
[1] https://twitter.com/i/web/status/1503315148496379904
[1] https://twitter.com/PPathole/status/1503251682607902721
[1] https://twitter.com/elonmusk/status/1503888110899376138
[1] https://techcodey.com/the-next-big-things-in-the-world-of-technology
[1] https://techstory.in/tesla-starts-releasing-notable-improvements-in-full-self-driving-software/

Top URLs in Tweet in G7:
[2] https://carsofthefuture.co.uk/driverless-cars-hyperbolic-headlines/
[2] https://www.drivingthenation.com/tesla-most-trusted-brand-for-autonomous-driving/
[1] https://carsofthefuture.co.uk/auto-tech-2022-tesla-self-driving-advice/
[1] https://www.youtube.com/watch?v=ZYNkvFWtI9Q&feature=youtu.be

[1] https://pony.ai/
[1] https://twitter.com/i/web/status/1508923508805582857
[1] https://www.youtube.com/watch?v=ZLBR39RcyiU&feature=youtu.be

[1] https://pavecampaign.org/event/pave-virtual-panel-fact-vs-fiction/
[1] https://twitter.com/PAVECampaign/status/1506981854754349056
[1] https://twitter.com/ElectrekCo/status/1374071585167015936

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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273572
[1] https://twitter.com/i/web/status/1508617279830904840
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273052
[1] https://twitter.com/i/web/status/1506127489768525826

Top URLs in Tweet in G10:
[1] https://www.ft.com/content/17d2d027-22c1-4ecc-8f92-d70268c8a4ac?utm_content=buffer358eb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnn.com/2022/03/12/business/uber-gas-prices-surcharge/index.html
[1] https://twitter.com/i/web/status/1506039200856035342
[1] https://twitter.com/i/web/status/1506046750288662529
[1] https://www.slashgear.com/807394/suzuki-joins-the-fray-to-develop-flying-cars/?utm_content=bufferbd74e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.sciencedaily.com/releases/2022/03/220321091916.htm
[1] https://twitter.com/i/web/status/1508002137221046272
[1] https://twitter.com/i/web/status/1508655184905486336
[1] https://twitter.com/i/web/status/1509153722517053441
[1] https://anthonygiza.medium.com/can-hardware-hackers-hack-electric-cars-37d91d2e2717

Top Domains
Top Domains in Tweet in Entire Graph:
[477] jobpreference.com
[429] twitter.com
[204] linkedin.com
[170] medium.com
[106] bbntimes.com
[105] selfdrivingcars360.com
[94] nodexlgraphgallery.org
[77] forbes.com
[59] hdmotori.it
[54] youtube.com

Top Domains in Tweet in G1:
[253] twitter.com
[108] medium.com
[82] jobpreference.com
[65] forbes.com
[58] hdmotori.it
[48] aci.it
[44] linkedin.com
[39] theverge.com
[38] indiatimes.com
[30] glweb.eu

Top Domains in Tweet in G2:
[28] siamagazin.com
[16] twitter.com
[15] nodexlgraphgallery.org
[12] linkedin.com
[11] wsj.com
[10] motor1.com
[9] reuters.com
[4] medium.com
[4] pandaily.com
[3] forbes.com

Top Domains in Tweet in G3:
[151] jobpreference.com
[92] selfdrivingcars360.com
[66] bbntimes.com
[54] linkedin.com
[50] medium.com
[43] twitter.com
[15] aawsat.com
[11] makeuseof.com
[11] youtube.com
[9] siamagazin.com

Top Domains in Tweet in G4:
[229] jobpreference.com
[88] linkedin.com
[39] twitter.com
[33] nodexlgraphgallery.org
[6] nvidia.com
[5] medium.com
[4] glweb.eu
[3] couponed12.com
[2] photonics.com
[2] towardsdatascience.com

Top Domains in Tweet in G5:
[23] bbntimes.com
[21] aawsat.com
[15] jobpreference.com
[9] twitter.com
[6] nodexlgraphgallery.org
[6] youtube.com
[4] alarabiya.net
[4] linkedin.com
[1] medium.com
[1] wsj.com

Top Domains in Tweet in G6:
[26] twitter.com
[4] futurebridge.com
[4] pioneeringminds.com
[3] theguardian.com
[2] industryweek.com
[2] the-next-tech.com
[2] techcrunch.com
[2] co.uk
[1] reuters.com
[1] techcodey.com

Top Domains in Tweet in G7:
[5] twitter.com
[3] co.uk
[2] youtube.com
[2] drivingthenation.com
[1] pony.ai
[1] pavecampaign.org
[1] automotiveplastics.com
[1] sae.org

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

Top Domains in Tweet in G9:
[3] nodexlgraphgallery.org
[2] twitter.com

Top Domains in Tweet in G10:
[5] twitter.com
[4] thenextweb.com
[3] slashgear.com
[2] cnn.com
[2] nytimes.com
[2] theverge.com
[2] arstechnica.com
[1] ft.com
[1] sciencedaily.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4410] ai
[3998] selfdrivingcars
[2028] machinelearning
[1942] iot
[1662] autonomousvehicles
[1307] analytics
[1292] python
[1220] bigdata
[989] 5g
[895] rstats



Top Hashtags in Tweet in G1:
[1865] ai
[1815] selfdrivingcars
[1031] iot
[894] autonomousvehicles
[670] 5g
[650] machinelearning
[525] autonomous
[373] tech
[369] bigdata
[362] smartcity

Top Hashtags in Tweet in G2:
[328] selfdrivingcars
[213] ai
[141] autonomousvehicles
[93] 5g
[81] electriccars
[80] autonomous
[64] tech
[61] electricvehicles
[61] artificialintelligence
[58] machinelearning

Top Hashtags in Tweet in G3:
[992] ai
[727] selfdrivingcars
[533] machinelearning
[426] python
[416] analytics
[378] iot
[364] autonomousvehicles
[293] bigdata
[287] rstats
[256] reactjs

Top Hashtags in Tweet in G4:
[1052] ai
[731] machinelearning
[596] selfdrivingcars
[591] analytics
[583] python
[447] bigdata
[446] rstats
[401] reactjs
[382] iot
[336] coding

Top Hashtags in Tweet in G5:
[235] selfdrivingcars
[231] ai
[174] evs
[161] autonomos
[155] smartcities
[110] python
[109] iot
[70] tech
[70] innovation
[63] smartcity

Top Hashtags in Tweet in G6:
[91] selfdrivingcars
[15] ai
[9] tesla
[9] autonomousvehicles
[9] automotive
[7] driverlesscars
[6] artificialintelligence
[5] selfdriving
[5] electriccars
[5] autonomousvehicle

Top Hashtags in Tweet in G7:
[28] selfdrivingcars
[9] autonomousvehicles
[9] tesla
[4] autonomous
[3] selfdriving
[3] dmv
[3] insurance
[2] autonews
[2] mobility
[2] roadsafety

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:
[8] selfdrivingcars
[5] happyfriday
[3] fintech
[3] ai
[2] finserv
[2] marketing
[2] leader
[1] selfdriving
[1] datascientist
[1] smartcities

Top Hashtags in Tweet in G10:
[33] electriccars
[32] cars
[31] smartcars
[31] selfdrivingcars
[26] futurecars
[26] speed
[23] rides
[21] whips
[6] teampete
[5] petebuttigieg

Top Words
Top Words in Tweet in Entire Graph:
[4410] #ai
[3998] #selfdrivingcars
[2028] #machinelearning
[1942] #iot
[1661] #autonomousvehicles
[1485] guidaautonoma
[1307] #analytics
[1292] #python
[1220] #bigdata
[989] #5g

Top Words in Tweet in G1:
[1865] #ai
[1815] #selfdrivingcars
[1031] #iot
[986] guidaautonoma
[893] #autonomousvehicles
[670] #5g
[650] #machinelearning
[541] #autonomous
[373] #tech
[369] #bigdata

Top Words in Tweet in G2:
[328] #selfdrivingcars
[220] mvollmer1
[213] #ai
[167] jeroenbartelse
[141] #autonomousvehicles
[131] driving
[110] ronald_vanloon
[102] autonomous
[98] self
[93] #5g

Top Words in Tweet in G3:
[992] #ai
[727] #selfdrivingcars
[533] #machinelearning
[426] #python
[416] #analytics
[382] khulood_almani
[378] #iot
[364] #autonomousvehicles
[343] guidaautonoma
[324] analytics_699

Top Words in Tweet in G4:
[1052] #ai
[731] #machinelearning
[596] #selfdrivingcars
[591] #analytics
[583] #python
[447] #bigdata
[446] #rstats
[401] #reactjs
[382] #iot
[336] #coding

Top Words in Tweet in G5:
[235] #selfdrivingcars
[231] #ai
[180] khulood_almani
[174] #evs
[161] #autonomos
[155] #smartcities
[125] visualcap
[115] cost
[110] #python
[109] #iot

Top Words in Tweet in G6:
[91] #selfdrivingcars
[40] driving
[36] self
[26] cars
[15] #ai
[15] autonomous
[14] vehicles
[14] car
[9] #tesla
[9] #autonomousvehicles

Top Words in Tweet in G7:
[28] #selfdrivingcars
[15] elonmusk
[13] tesla
[13] driving
[9] #autonomousvehicles
[9] #tesla
[6] self
[6] cars
[5] question
[5] road

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:
[8] #selfdrivingcars
[6] enricomolinari
[5] #happyfriday
[5] friends
[5] safely
[5] way
[4] vanivina9
[4] modernimprint
[4] zeljkapotoku
[4] chidambara09

Top Words in Tweet in G10:
[33] #electriccars
[32] #cars
[31] #smartcars
[31] #selfdrivingcars
[26] #futurecars
[26] #speed
[23] #rides
[21] #whips
[18] electric
[11] cars

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[888] #ai,#machinelearning
[745] #selfdrivingcars,#ai
[731] #ai,#iot
[657] #iot,#5g
[563] #machinelearning,#ai
[551] #iot,#iiot
[550] #analytics,#machinelearning
[543] #rstats,#reactjs
[532] #ai,#python
[518] #selfdrivingcars,#autonomousvehicles

Top Word Pairs in Tweet in G1:
[675] #selfdrivingcars,#ai
[633] #ai,#iot
[591] #iot,#5g
[337] #5g,#autonomousvehicles
[335] #ai,#selfdrivingcars
[273] #robots,#startup
[266] #startups,#smartcity
[260] #ai,#machinelearning
[260] #startup,#startups
[251] #selfdrivingcars,#autonomousvehicles

Top Word Pairs in Tweet in G2:
[94] self,driving
[79] #selfdrivingcars,#electriccars
[69] #selfdrivingcars,#autonomous
[61] #autonomousvehicles,#selfdrivingcars
[60] #electriccars,#electricvehicles
[55] police,unveil
[55] driving,patrol
[53] spirosmargaris,mvollmer1
[52] #artificialintelligence,#ai
[49] #autonomous,#ai

Top Word Pairs in Tweet in G3:
[234] #machinelearning,#ai
[231] #analytics,#machinelearning
[223] #ai,#python
[218] akwyz,glengilmore
[216] #rstats,#reactjs
[215] glengilmore,fisheyeboxindia
[197] #python,#rstats
[176] #ai,#machinelearning
[154] #iot,#iiot
[153] fisheyeboxindia,procurementstar

Top Word Pairs in Tweet in G4:
[394] #ai,#machinelearning
[253] #bigdata,#analytics
[247] #iot,#iiot
[232] #machinelearning,#ai
[230] #rstats,#reactjs
[230] #coding,#selfdrivingcars
[229] need,#job
[229] #job,sign
[229] sign,free
[229] free,middleman

Top Word Pairs in Tweet in G5:
[157] #selfdrivingcars,#autonomos
[142] #autonomos,#smartcities
[108] #smartcities,#ai
[108] range,#evs
[108] #evs,major
[108] major,highway
[103] visualizing,range
[103] highway,routes
[103] routes,cost
[103] cost,visualcap

Top Word Pairs in Tweet in G6:
[36] self,driving
[16] driving,cars
[6] cars,autonomous
[6] autonomous,transportation
[6] transportation,explained
[6] explained,two
[6] two,minutes
[6] minutes,watch
[6] watch,simple
[6] simple,explainer

Top Word Pairs in Tweet in G7:
[6] self,driving
[3] happens,#dmv
[3] #dmv,#selfdrivingcars
[3] #selfdrivingcars,take
[3] take,over
[3] over,lol
[3] lol,vehicles
[3] vehicles,road
[3] road,safer
[3] elonmusk,tesla

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:
[5] #happyfriday,friends
[5] friends,safely
[5] safely,way
[5] way,#selfdrivingcars
[4] #selfdrivingcars,vanivina9
[4] vanivina9,modernimprint
[4] modernimprint,zeljkapotoku
[4] zeljkapotoku,chidambara09
[4] chidambara09,kimadele10
[3] nodexl,robotconsumer

Top Word Pairs in Tweet in G10:
[32] #electriccars,#cars
[31] #smartcars,#selfdrivingcars
[30] #cars,#smartcars
[25] #futurecars,#speed
[23] #selfdrivingcars,#rides
[21] #rides,#whips
[20] #whips,#futurecars
[8] electric,cars
[6] gas,prices
[4] electric,car

Top Replied-To
Top Replied-To in Entire Graph:
@guidaautonoma
@jeroenbartelse
@frronconi
@mvollmer1
@elonmusk
@labordeolivier
@nvidia
@bosch
@tusimpleai
@teslamodel

Top Replied-To in G1:
@nvidia
@luminartech
@waymo

Top Replied-To in G2:
@mvollmer1

Top Replied-To in G3:
@bosch
@teslamodel
@tusimpleai
@jeroenbartelse
@mvollmer1
@khulood_almani
@kevsmac
@enilev
@gerald_bader

Top Replied-To in G4:
@paulxmccarthy
@pinakilaskar

Top Replied-To in G5:
@guidaautonoma
@jeroenbartelse
@frronconi
@labordeolivier
@segundoatdell
@mvollmer1
@analytics_699
@development_rt
@pinakilaskar
@disfolddotcom

Top Replied-To in G7:
@elonmusk
@nhtsagov
@tesla
@dmitri_dolgov
@aviseka
@ryanfoland
@alandail

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

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

Top Mentioned in G2:
@mvollmer1
@jeroenbartelse
@ronald_vanloon
@pinakilaskar
@spirosmargaris
@guidaautonoma
@n
@khulood_almani
@quicktake
@ai_mogo

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

Top Mentioned in G4:
@analytics_699
@pinakilaskar
@jobpreference
@guidaautonoma
@fisheyebox
@robotconsumer
@pawlowskimario
@mvollmer1
@khulood_almani
@ronald_vanloon

Top Mentioned in G5:
@khulood_almani
@visualcap
@analytics_699
@akwyz
@glengilmore
@nicochan33
@enricomolinari
@fisheyeboxindia
@bbntimes_en
@procurementstar

Top Mentioned in G6:
@iankhanfuturist
@bmciofficial
@buysellnews

Top Mentioned in G7:
@elonmusk
@tesla
@carsofuture
@wholemarsblog
@ailsaforshaw
@usdot
@nhtsagov
@reutersevents
@pavecampaign
@invcourier

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

Top Mentioned in G9:
@enricomolinari
@vanivina9
@modernimprint
@zeljkapotoku
@chidambara09
@kimadele10
@ronald_vanloon
@nodexl
@robotconsumer
@pinakilaskar

Top Mentioned in G10:
@foxmental_x
@thenextweb
@slashgear
@nytimes
@verge
@drgitlin
@financialtimes
@medium
@usatoday
@60minutes

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

Top Tweeters in G1:
@cybersecurityn8
@annemariayritys
@rvp
@hubofml
@ml_tweet_bot
@walmart
@calcaware
@gezgintrk
@education_24x7
@thesecretjunio1

Top Tweeters in G2:
@evankirstel
@micheleangelo13
@benishii_
@cnbc
@mashable
@ricardo_ik_ahau
@virusyana
@glaciarblue
@peter_mugridge
@baixsegura_es

Top Tweeters in G3:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@jfsebastian146
@reuters
@fabriciosx
@fluttbot
@botsecx
@100daysof2020

Top Tweeters in G4:
@javascriptd
@harvest57688777
@dataaugmented
@womencodersbot
@azuerbot
@pvalsfr
@laveilletechno
@thepixeldevs
@neusamandrade
@ucloudify

Top Tweeters in G5:
@botraj1
@lorimoreno
@advanceml
@mercnews
@full_bugs
@honda
@arealhumanname1
@py_data_sci
@adtsa1
@bashnano

Top Tweeters in G6:
@berkleybearnews
@stirlospace
@ralexjimenez
@baladorje
@mypalsammy
@briansolis
@thenexttech2018
@hwillert
@biztocnews
@rideredgar

Top Tweeters in G7:
@daily_express
@amazingchevvolt
@ailsaforshaw
@telegraph
@nypost
@healhglyn
@reutersbiz
@yahoonews
@wholemarsblog
@google

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

Top Tweeters in G9:
@aldoceccarelli
@drumeshprabhu
@yvesmulkers
@lovegoldenheart
@hanslak
@kevin_jackson
@3itcom
@johnnosta
@tomraftery
@enricomolinari

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