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#selfdrivingcars_2022-06-08_05-29-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 08, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3to5AAZ
@robotconsumer
@guidaautonoma
@fisheyebox
@mvollmer1
@khulood_almani
@pinakilaskar
@ronald_vanloon
@analytics_699
@spirosmargaris
@jobpreference

Top hashtags:
#ai
#selfdrivingcars
#machinelearning
#autonomousvehicles

Description:
Description
The graph represents a network of 1,630 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, 08 June 2022 at 12:39 UTC.

The requested start date was Wednesday, 08 June 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, 3-hour, 29-minute period from Tuesday, 17 May 2022 at 19:32 UTC to Tuesday, 07 June 2022 at 23:02 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 : 1630
Unique Edges : 2243
Edges With Duplicates : 15456
Total Edges : 17699
Number of Edge Types : 5
MentionsInRetweet : 8752
Mentions : 1787
Retweet : 6149
Tweet : 969
Replies to : 42
Self-Loops : 1346
Reciprocated Vertex Pair Ratio : 0.0451821115721531
Reciprocated Edge Ratio : 0.086457873842082
Connected Components : 129
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 1424
Maximum Edges in a Connected Component : 17420
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.437913
Graph Density : 0.00170754763169094
Modularity : 0.1728
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,630 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, 08 June 2022 at 12:39 UTC.

The requested start date was Wednesday, 08 June 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, 3-hour, 29-minute period from Tuesday, 17 May 2022 at 19:32 UTC to Tuesday, 07 June 2022 at 23:02 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:
[488] https://www.jobpreference.com/
[88] https://www.boudy-technology.tn/2022/05/the-average-program-developers-salary
[88] .html
[73] https://twitter.com/iot_automotive/timelines/1122115041417887744
[66] https://www.boudy-technology.tn/2022/04/Which-Ai-chip-company-is-the-best.html
[65] https://www.boudy-technology.tn/2022/05/cybersecurity-in-7-minutes-video.html
[61] https://www.boudy-technology.tn/2022/05/top-deep-learning-project.html
[53] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-4-e63a29e5975e?_branch_match_id=link-1051553795907987802
[47] https://avpoland.com/
[37] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-coding-programming-activity-6939414575435894784-t8LY

Top URLs in Tweet in G1:
[66] https://www.jobpreference.com/
[17] https://finance.yahoo.com/video/documentary-highlights-elon-musk-promises-204627107.html
[15] https://www.linkedin.com/posts/pinakilaskar_autonomousvehicles-sustainability-electricvehicles-activity-6936541395033681920-LeJc
[12] https://www.allaboutcircuits.com/news/a-new-method-to-generate-data-for-training-autonomous-vehicles/
[12] https://www.forbes.com/sites/lanceeliot/2022/05/25/ai-ethics-and-the-quagmire-of-whether-you-have-a-legal-right-to-know-of-ai-inferences-about-you-including-those-via-ai-based-self-driving-cars/?sh=59c4643517f3
[11] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-4-e63a29e5975e?_branch_match_id=link-1051553795907987802
[10] https://www.linkedin.com/posts/pinakilaskar_mathematics-decisionmaking-algorithms-activity-6935800692880084992-lHIu
[9] https://dzone.com/articles/hybrid-multicloud-adoption
[9] https://www.linkedin.com/posts/pinakilaskar_autonomousvehicles-selfdrivingcars-safety-activity-6936888771653042176-UXqT
[8] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-coding-programming-activity-6939414575435894784-t8LY

Top URLs in Tweet in G2:
[134] https://www.jobpreference.com/
[86] https://www.boudy-technology.tn/2022/05/the-average-program-developers-salary
[86] .html
[64] https://www.boudy-technology.tn/2022/04/Which-Ai-chip-company-is-the-best.html
[63] https://www.boudy-technology.tn/2022/05/cybersecurity-in-7-minutes-video.html
[61] https://twitter.com/iot_automotive/timelines/1122115041417887744
[56] https://www.boudy-technology.tn/2022/05/top-deep-learning-project.html
[35] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-4-e63a29e5975e?_branch_match_id=link-1051553795907987802
[33] https://twitter.com/iot_automotive/timelines/1369658804976062464
[20] https://www.youtube.com/watch?v=3kNPezEsybg


Top URLs in Tweet in G3:
[223] https://www.jobpreference.com/
[16] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-coding-programming-activity-6939414575435894784-t8LY
[10] https://www.linkedin.com/posts/pinakilaskar_neuralnetworks-machinelearning-algorithm-activity-6939074416139988992-4bqM
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276563
[9] https://www.linkedin.com/posts/pinakilaskar_mathematics-decisionmaking-algorithms-activity-6935800692880084992-lHIu
[9] https://www.linkedin.com/posts/pinakilaskar_aiops-datascience-machinelearning-activity-6938693516537524224-eyz9
[9] https://www.iotworldtoday.com/2022/04/21/teslas-autopilot-software-under-formal-investigation-by-nhtsa/?utm_content=buffere2b4a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.linkedin.com/posts/pinakilaskar_autonomousvehicles-selfdrivingcars-safety-activity-6936888771653042176-UXqT
[8] https://www.linkedin.com/posts/pinakilaskar_ai-technology-data-activity-6937968408076394497-yP8N
[8] https://www.linkedin.com/posts/pinakilaskar_machinelearning-causalai-ai-activity-6939908004737626112-Pqx9

Top URLs in Tweet in G4:
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[3] https://www.forbes.com/sites/lanceeliot/2022/03/20/ethical-ai-ambitiously-hoping-to-have-ai-learn-ethical-behavior-by-itself-such-as-the-case-with-ai-in-autonomous-self-driving-cars/
[2] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[2] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276563
[1] https://twitter.com/i/web/status/1528042472403771392
[1] https://twitter.com/i/web/status/1533793368374910977
[1] https://elements.visualcapitalist.com/evs-vs-gas-vehicles-what-are-cars-made-out-of/
[1] https://twitter.com/i/web/status/1528225077858291712
[1] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-4-e63a29e5975e?_branch_match_id=link-1051553795907987802
[1] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277461

Top URLs in Tweet in G5:
[65] https://www.jobpreference.com/
[43] https://avpoland.com/
[11] https://twitter.com/iot_automotive/timelines/1122115041417887744
[6] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-4-e63a29e5975e?_branch_match_id=link-1051553795907987802
[5] https://thinktankthoughtleadership.blogspot.com/2022/05/ithinklabs-2022-episode-215.html
[5] https://www.cnbc.com/2022/05/21/why-the-first-autonomous-vehicles-winners-wont-be-in-your-driveway.html
[5] https://venturebeat.com/2022/05/14/the-problem-with-self-driving-cars/
[4] https://evversity.com/
[3] https://www.economyup.it/automotive/auto-a-guida-autonoma-che-cosa-sono-come-funzionano-le-applicazioni-in-italia/?utm_content=buffer9a40d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.youtube.com/watch?v=SCzJswhgONg&feature=youtu.be


Top URLs in Tweet in G6:
[4] https://disruptive.asia/geely-has-launched-first-batch-of-leosats/
[2] https://twitter.com/FXDocs/status/1525158944670457856
[2] https://www.nytimes.com/2022/05/27/us/politics/california-senate-candidate-odowd-musk.html
[2] https://www.theguardian.com/technology/2022/jun/03/california-driverless-taxi-cars-san-francisco?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.thedetroitbureau.com/2022/05/argo-ai-adding-two-new-testing-markets/
[1] https://twitter.com/TechInsider/status/1527189055783505925
[1] https://bhaargavalse143.wixsite.com/sunsetvalley/post/apple-s-self-driving-car-concept-an-overstretched-apple-mouse
[1] https://todaynewspost.net/news/startups/uk-self-driving-tech-startup-wayve-to-use-microsoft-supercomputer-muscle-to-process-data-generated-by-autonomous-vehicles-tech-news-startups-news/
[1] https://news.yahoo.com/whats-holding-back-the-self-driving-car-revolution-134845274.html
[1] https://ktn-uk.org/events/centre-for-connected-and-autonomous-vehicles-ccav-industry-engagement-event/

Top URLs in Tweet in G7:
[3] https://www.npr.org/2022/06/03/1102922330/driverless-self-driving-taxis-san-francisco-gm-cruise
[2] https://www.popsci.com/technology/self-driving-car-companies-status/?amp
[2] https://www.theverge.com/2022/6/3/23153183/cruise-paid-driverless-rides-fares-san-francisco
[1] https://twitter.com/i/web/status/1533555976069976064
[1] https://www.uisee.com/
[1] https://twitter.com/XHNews/status/1302530248618065921
[1] https://www.engadget.com/the-morning-after-a-first-look-at-the-de-lorean-ev-111523509.html?src=rss&utm_content=buffer4ace4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnn.com/2022/06/01/cars/chevrolet-bolt-price-drop/index.html?utm_content=buffer5dc3e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://abcnews.go.com/Technology/wireStory/us-750-complaints-teslas-brake-reason-85158957?utm_content=buffer319e7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.nydailynews.com/news/national/ny-tesla-crash-investigation-20220519-i37ajfko7jakdpee5eqzuqdspu-story.html?utm_content=buffer9fae1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[2] https://arstechnica.com/cars/2022/05/us-senate-candidate-runs-on-anti-tesla-full-self-driving-platform/
[2] https://energy.economictimes.indiatimes.com/s/5wta7hd
[1] https://www.cnbc.com/2022/05/21/why-the-first-autonomous-vehicles-winners-wont-be-in-your-driveway.html
[1] https://techcrunch.com/2022/06/02/cruise-can-finally-charge-for-driverless-robotaxi-rides-in-san-francisco/
[1] https://twitter.com/i/web/status/1533607100366000128
[1] https://www.theverge.com/2022/4/10/23019303/heres-what-happens-cops-pull-over-a-driverless-cruise-vehicle-general-motors
[1] https://www.theverge.com/2022/4/22/23037000/watching-tv-self-driving-cars-uk-law-highway-code
[1] https://www.theverge.com/2022/4/22/23037654/tesla-crash-private-jet-reddit-video-smart-summon
[1] https://www.reuters.com/technology/exclusive-musk-says-tesla-needs-cut-staff-by-10-pauses-all-hiring-2022-06-03/
[1] https://twitter.com/Cruise/status/1532507664277569536

Top URLs in Tweet in G9:
[6] https://www.forbes.com/sites/lanceeliot/2022/06/01/ai-ethics-and-legal-ai-experts-greatly-alarmed-about-dual-use-ai-which-empowers-so-called-doctor-evil-projects-including-possibly-for-ai-self-driving-cars/
[5] https://www.forbes.com/sites/lanceeliot/2022/06/04/ai-ethics-and-the-perplexing-societal-and-legal-role-of-ai-activism-including-in-the-case-of-autonomous-self-driving-cars/
[5] https://www.forbes.com/sites/lanceeliot/2022/05/25/ai-ethics-and-the-quagmire-of-whether-you-have-a-legal-right-to-know-of-ai-inferences-about-you-including-those-via-ai-based-self-driving-cars/
[4] https://www.forbes.com/sites/lanceeliot/2022/05/19/ai-ethics-forewarns-dont-be-caught-in-machine-learning-myopia-by-overlooking-neuro-symbolic-ai-including-for-autonomous-self-driving-cars/
[3] https://www.forbes.com/sites/lanceeliot/2022/05/22/ai-ethics-unnervingly-asking-whether-ai-biases-are-insidiously-hiding-societal-power-dynamics-including-for-ai-self-driving-cars/
[2] https://www.forbes.com/sites/lanceeliot/2022/04/28/ai-ethics-wrestling-with-the-inevitably-of-ai-accidents-which-looms-over-autonomous-self-driving-cars-too/
[1] https://www.forbes.com/sites/lanceeliot/2022/05/16/ai-ethics-tempted-but-hesitant-to-use-ai-adversarial-attacks-against-the-evils-of-machine-learning-including-for-self-driving-cars/
[1] https://twitter.com/i/web/status/1528109415366217728
[1] https://www.forbes.com/sites/lanceeliot/2022/06/07/ai-ethics-alarmed-at-the-rise-in-underhanded-juicing-or-doping-of-ai-machine-learning-by-trusted-insiders-including-autonomous-self-driving-cars/
[1] https://twitter.com/i/web/status/1534278324314222592

Top URLs in Tweet in G10:
[1] https://rodneybrooks.com/no-front-seat-occupants-adventures-in-autonomous-ride-services/

Top Domains
Top Domains in Tweet in Entire Graph:
[488] jobpreference.com
[387] linkedin.com
[283] twitter.com
[280] boudy-technology.tn
[158] medium.com
[73] nodexlgraphgallery.org
[71] forbes.com
[70] hdmotori.it
[50] aci.it
[47] avpoland.com

Top Domains in Tweet in G1:
[71] linkedin.com
[66] jobpreference.com
[19] medium.com
[17] yahoo.com
[15] nodexlgraphgallery.org
[14] google.com
[13] twitter.com
[13] forbes.com
[12] allaboutcircuits.com
[9] dzone.com

Top Domains in Tweet in G2:
[269] boudy-technology.tn
[175] linkedin.com
[169] twitter.com
[134] jobpreference.com
[118] medium.com
[55] hdmotori.it
[39] aci.it
[31] nodexlgraphgallery.org
[27] repubblica.it
[26] theverge.com

Top Domains in Tweet in G3:
[223] jobpreference.com
[135] linkedin.com
[22] nodexlgraphgallery.org
[17] twitter.com
[15] iotworldtoday.com
[7] boudy-technology.tn
[2] theverge.com
[2] the-next-tech.com
[1] repubblica.it
[1] co.uk

Top Domains in Tweet in G4:
[10] medium.com
[5] twitter.com
[4] forbes.com
[4] nodexlgraphgallery.org
[2] supplychaintoday.com
[1] visualcapitalist.com
[1] linkedin.com
[1] buff.ly
[1] boudy-technology.tn
[1] nvidia.com

Top Domains in Tweet in G5:
[65] jobpreference.com
[43] avpoland.com
[31] twitter.com
[13] hdmotori.it
[11] youtube.com
[11] medium.com
[9] aci.it
[8] theverge.com
[8] venturebeat.com
[8] forbes.com

Top Domains in Tweet in G6:
[23] twitter.com
[5] pioneeringminds.com
[4] nytimes.com
[4] disruptive.asia
[3] yahoo.com
[3] co.uk
[3] theguardian.com
[2] technologyreview.com
[2] indiatimes.com
[2] linkedin.com

Top Domains in Tweet in G7:
[6] theverge.com
[3] npr.org
[3] thenextweb.com
[3] slashgear.com
[2] popsci.com
[2] twitter.com
[2] engadget.com
[1] uisee.com
[1] cnn.com
[1] go.com

Top Domains in Tweet in G8:
[6] twitter.com
[3] theverge.com
[2] arstechnica.com
[2] indiatimes.com
[1] cnbc.com
[1] techcrunch.com
[1] reuters.com
[1] youtube.com

Top Domains in Tweet in G9:
[29] forbes.com
[3] twitter.com

Top Domains in Tweet in G10:
[1] rodneybrooks.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5255] ai
[4845] selfdrivingcars
[2583] machinelearning
[1885] autonomousvehicles
[1834] bigdata
[1784] python
[1628] iot
[1317] coding
[1256] analytics
[998] javascript



Top Hashtags in Tweet in G1:
[976] ai
[703] selfdrivingcars
[545] machinelearning
[417] bigdata
[416] python
[348] analytics
[269] coding
[242] iot
[226] javascript
[217] autonomousvehicles

Top Hashtags in Tweet in G2:
[2243] ai
[2182] selfdrivingcars
[986] machinelearning
[907] iot
[847] autonomousvehicles
[631] bigdata
[621] technology
[569] 5g
[524] chip
[520] aichip

Top Hashtags in Tweet in G3:
[1428] ai
[964] selfdrivingcars
[931] machinelearning
[720] bigdata
[715] python
[588] coding
[534] analytics
[500] javascript
[458] autonomousvehicles
[423] datascience

Top Hashtags in Tweet in G4:
[162] ai
[159] selfdrivingcars
[56] iot
[46] autonomous
[44] autonomousvehicles
[42] smartcities
[39] datascience
[39] python
[39] javascript
[38] coding

Top Hashtags in Tweet in G5:
[469] selfdrivingcars
[381] ai
[180] autonomousvehicles
[126] iot
[91] avpoland
[86] machinelearning
[85] python
[77] coding
[70] autonomous
[65] job

Top Hashtags in Tweet in G6:
[83] selfdrivingcars
[13] tesla
[11] ai
[9] elonmusk
[7] autonomousvehicles
[5] tech
[5] artificialintelligence
[5] driverlesscars
[5] autonomousvehicle
[5] pioneeringminds

Top Hashtags in Tweet in G7:
[33] selfdrivingcars
[29] electriccars
[29] smartcars
[28] cars
[21] futurecars
[21] speed
[19] rides
[19] whips
[8] driverless
[6] autonomousvehicles

Top Hashtags in Tweet in G8:
[25] selfdrivingcars
[7] av
[5] autoindustry
[5] automobileindustry
[4] tesla
[3] autonomousvehicles
[3] selfowningcars
[2] cars
[1] cruise
[1] gm

Top Hashtags in Tweet in G9:
[23] ai
[20] selfdriving
[19] selfdrivingcars
[17] aiethics
[16] autonomousvehicles
[15] tech
[14] autonomousdriving
[14] forbes
[14] cars
[14] driverless

Top Hashtags in Tweet in G10:
[1] ai
[1] selfdrivingcars

Top Words
Top Words in Tweet in Entire Graph:
[5251] #ai
[4840] #selfdrivingcars
[2580] #machinelearning
[1880] #autonomousvehicles
[1834] #bigdata
[1784] #python
[1604] #iot
[1317] #coding
[1275] pinakilaskar
[1256] #analytics

Top Words in Tweet in G1:
[976] #ai
[703] #selfdrivingcars
[544] #machinelearning
[417] #bigdata
[416] #python
[348] #analytics
[269] #coding
[262] analytics_699
[243] fisheyebox
[240] #iot

Top Words in Tweet in G2:
[2241] #ai
[2178] #selfdrivingcars
[985] #machinelearning
[892] #iot
[843] #autonomousvehicles
[757] guidaautonoma
[631] #bigdata
[621] #technology
[562] #5g
[524] #chip

Top Words in Tweet in G3:
[1428] #ai
[964] #selfdrivingcars
[930] #machinelearning
[720] #bigdata
[715] #python
[588] #coding
[534] #analytics
[505] fisheyebox
[498] #javascript
[493] pinakilaskar

Top Words in Tweet in G4:
[162] #ai
[159] #selfdrivingcars
[100] mvollmer1
[88] ronald_vanloon
[62] ingliguori
[61] vehicle
[57] cc
[56] #iot
[46] #autonomous
[45] learn

Top Words in Tweet in G5:
[468] #selfdrivingcars
[379] #ai
[212] guidaautonoma
[179] #autonomousvehicles
[122] #iot
[91] #avpoland
[86] #machinelearning
[85] #python
[81] 2âƒ
[77] #coding

Top Words in Tweet in G6:
[83] #selfdrivingcars
[22] driving
[19] self
[13] #tesla
[12] car
[11] ai
[11] cars
[11] #ai
[9] future
[9] autonomous

Top Words in Tweet in G7:
[33] #selfdrivingcars
[29] #electriccars
[29] #smartcars
[28] #cars
[21] #futurecars
[21] #speed
[19] #rides
[19] #whips
[14] foxmental_x
[9] ev

Top Words in Tweet in G8:
[25] #selfdrivingcars
[16] tesla
[15] elonmusk
[8] driving
[7] self
[7] #av
[5] verge
[5] #autoindustry
[5] #automobileindustry
[4] first

Top Words in Tweet in G9:
[74] ai
[30] lanceeliot
[24] ethics
[23] #ai
[20] #selfdriving
[19] #selfdrivingcars
[17] #aiethics
[16] #autonomousvehicles
[15] #tech
[14] #autonomousdriving

Top Words in Tweet in G10:
[16] big
[16] milestone
[16] rodneyabrooks
[16] long
[16] skeptic
[16] self
[16] driving
[16] cars
[16] took
[16] three

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1883] #ai,#machinelearning
[1350] #machinelearning,#selfdrivingcars
[1172] #selfdrivingcars,#autonomousvehicles
[808] #bigdata,#analytics
[712] #coding,#programming
[693] #programming,#python
[664] #selfdrivingcars,#ai
[653] #ai,#iot
[622] #python,#javascript
[622] #analytics,#datascience

Top Word Pairs in Tweet in G1:
[355] #ai,#machinelearning
[221] #machinelearning,#selfdrivingcars
[160] #coding,#programming
[153] #programming,#python
[152] #selfdrivingcars,#autonomousvehicles
[144] #iot,#iiot
[143] #bigdata,#analytics
[138] #bigdata,#ai
[137] #python,#javascript
[135] #analytics,#bigdata

Top Word Pairs in Tweet in G2:
[637] #ai,#machinelearning
[520] #chip,#aichip
[520] #aichip,#selfdrivingcars
[510] #ai,#iot
[484] #selfdrivingcars,#ai
[464] #machinelearning,#selfdrivingcars
[447] #iot,#5g
[426] #selfdrivingcars,#technology
[415] #technology,#smartphones
[403] #selfdrivingcars,#autonomousvehicles

Top Word Pairs in Tweet in G3:
[809] #ai,#machinelearning
[600] #machinelearning,#selfdrivingcars
[456] #selfdrivingcars,#autonomousvehicles
[422] #bigdata,#analytics
[372] #analytics,#datascience
[314] #coding,#programming
[308] #programming,#python
[279] #python,#javascript
[276] #autonomousvehicles,#bigdata
[267] #datascientist,#bigdata

Top Word Pairs in Tweet in G4:
[52] #selfdrivingcars,#ai
[42] motorcycle,transform
[42] transform,flying
[42] flying,vehicle
[42] vehicle,startupselfie
[42] startupselfie,#selfdrivingcars
[42] #ai,#iot
[42] #iot,#smartcities
[42] #smartcities,cc
[40] ronald_vanloon,motorcycle

Top Word Pairs in Tweet in G5:
[111] #selfdrivingcars,#autonomousvehicles
[83] #ai,#selfdrivingcars
[81] #selfdrivingcars,#ai
[75] #ai,#iot
[68] #ai,#machinelearning
[65] jobpreference,need
[65] need,#job
[65] #job,sign
[65] sign,free
[65] free,middleman

Top Word Pairs in Tweet in G6:
[18] self,driving
[7] autonomous,vehicles
[6] driving,cars
[5] driving,car
[5] #driverlesscars,#selfdrivingcars
[5] #selfdrivingcars,#autonomousvehicle
[5] #autonomousvehicle,#pioneeringminds
[4] geely,sent
[4] sent,nine
[4] nine,leosats

Top Word Pairs in Tweet in G7:
[28] #electriccars,#cars
[28] #cars,#smartcars
[28] #smartcars,#selfdrivingcars
[21] #futurecars,#speed
[19] #selfdrivingcars,#rides
[19] #rides,#whips
[19] #whips,#futurecars
[8] elon,barely
[8] barely,manage
[8] manage,one

Top Word Pairs in Tweet in G8:
[7] self,driving
[5] #autoindustry,#automobileindustry
[4] #selfdrivingcars,#av
[4] #av,#autoindustry
[4] verge,#selfdrivingcars
[4] tesla,#selfdrivingcars
[3] tesla,full
[3] full,self
[3] driving,made
[3] made,man

Top Word Pairs in Tweet in G9:
[23] ai,ethics
[14] lanceeliot,#selfdriving
[14] #selfdriving,#ai
[14] #ai,#selfdrivingcars
[14] #selfdrivingcars,#autonomousdriving
[14] #autonomousdriving,#autonomousvehicles
[14] #autonomousvehicles,#forbes
[14] #forbes,#cars
[14] #cars,#tech
[14] #tech,#driverless

Top Word Pairs in Tweet in G10:
[16] big,milestone
[16] milestone,rodneyabrooks
[16] rodneyabrooks,long
[16] long,skeptic
[16] skeptic,self
[16] self,driving
[16] driving,cars
[16] cars,took
[16] took,three
[16] three,rides

Top Replied-To
Top Replied-To in Entire Graph:
@guidaautonoma
@elonmusk
@frronconi
@labordeolivier
@development_rt
@mit
@coachasher
@y3ll0wzlgn
@duty2warn
@andresvilarino

Top Replied-To in G1:
@guidaautonoma
@frronconi
@labordeolivier
@khulood_almani
@enilev
@jeancayeux
@pinakilaskar
@development_rt

Top Replied-To in G2:
@walmart
@coachasher
@y3ll0wzlgn
@duty2warn
@nowthisnews
@motionaldrive
@guidaautonoma
@argoai

Top Replied-To in G5:
@andresvilarino
@luminartech
@mit
@jeffrlasley

Top Replied-To in G7:
@engadget

Top Replied-To in G8:
@elonmusk
@tarabull808
@ryanhuber

Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@fisheyebox
@guidaautonoma
@analytics_699
@jobpreference
@energyengineer9
@mvollmer1
@khulood_almani
@mikequindazzi
@ronald_vanloon

Top Mentioned in G1:
@analytics_699
@fisheyebox
@pinakilaskar
@khulood_almani
@guidaautonoma
@pawlowskimario
@frronconi
@mvollmer1
@jobpreference
@enilev

Top Mentioned in G2:
@guidaautonoma
@pinakilaskar
@fisheyebox
@energyengineer9
@mikequindazzi
@analytics_699
@jobpreference
@fisheyeboxindia
@akwyz
@glengilmore

Top Mentioned in G3:
@fisheyebox
@pinakilaskar
@jobpreference
@analytics_699
@guidaautonoma
@energyengineer9
@robotconsumer
@mvollmer1
@khulood_almani
@ingliguori

Top Mentioned in G4:
@mvollmer1
@ronald_vanloon
@startupselfie
@enr
@ingliguori
@techinsider
@intengineering
@fisheyebox
@digitaltrends
@guidaautonoma

Top Mentioned in G5:
@guidaautonoma
@jobpreference
@av_poland
@pinakilaskar
@fisheyebox
@mikequindazzi
@analytics_699
@its_waw_pl
@motorcycletwitt
@worldtrendsinfo

Top Mentioned in G6:
@kulpabart

Top Mentioned in G7:
@foxmental_x
@verge
@driverlessnow
@npr
@thenextweb
@slashgear
@popsci
@uisee_china
@baidu_inc

Top Mentioned in G8:
@tesla
@elonmusk
@francisjeffrey7
@tarabull808
@etenergyworld
@jamesvgingerich
@wholemarsblog
@teslacharging
@bostondynamics
@alvintatumjr

Top Mentioned in G9:
@lanceeliot
@corix_jc
@forbes
@tweetreinoud
@l
@ethicsinai
@machinelearn45
@int_machines

Top Mentioned in G10:
@rodneyabrooks
@erikbryn
@digeconlab

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@gambiste1
@xaelbot
@ejlazar
@codedailybot
@piyuanker12
@monicasloves
@huskorkut
@javascriptd

Top Tweeters in G1:
@xaelbot
@ejlazar
@codedailybot
@monicasloves
@huskorkut
@jfsebastian146
@aaroncuddeback
@jilliemary
@codernotesbot
@biofares

Top Tweeters in G2:
@sectest9
@chidambara09
@cybersecurityn8
@indianexpress
@fabriciosx
@hubofml
@periscopeislit
@ml_tweet_bot
@koudaiin
@codewithtwitchi

Top Tweeters in G3:
@piyuanker12
@javascriptd
@botraj1
@thesecretjunio1
@thepixeldevs
@ricardo_ik_ahau
@bot_innovation
@laveilletechno
@full_bugs
@intrinsicworld

Top Tweeters in G4:
@xzpwedvhhh37i3c
@ilovebooks786
@javascriptflx
@simonlporter
@prqosjdyofn1ylj
@yvesmulkers
@jblefevre60
@m_r_tempel
@ipfconline1
@digitaltrends

Top Tweeters in G5:
@iartg
@evankirstel
@dataaugmented
@techjunkiejh
@ajblackston
@windows
@ireland
@jayeshmthakur
@robotconsumer
@technobotnl

Top Tweeters in G6:
@edwardkoshchene
@gregoriancant
@douglasgardham
@cardseers
@jais_george
@yours_heidi
@nicole1515
@mypalsammy
@bluesbro
@freerangechcken

Top Tweeters in G7:
@slate
@nytimes
@eco1start
@nydailynews
@foxmental_x
@npr
@thenextweb
@verge
@shyredmd
@engadget

Top Tweeters in G8:
@lllwry
@marcvegan
@jamesvgingerich
@stevebrant
@wholemarsblog
@francisjeffrey7
@kim9973
@teslaownerssv
@etenergyworld
@tarabull808

Top Tweeters in G9:
@alternative200
@corix_jc
@transform_sec
@v2_lawblog
@collabchem
@tweetreinoud
@machinelearn45
@tcybercast
@aiethicswatch
@semasgaier

Top Tweeters in G10:
@sphix_1
@jekbradbury
@plinz
@futurebucknasty
@pattyneta
@erikbryn
@atabarrok
@marcusfrei_
@soodoku
@jess_riedel


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