#selfdrivingcars, Twitter, 11/24/2021 5:46:26 PM, 266920


FAQ | Problem?

#selfdrivingcars_2021-11-24_05-36-01.xlsx
#selfdrivingcars_2021-11-24_05-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2021
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3nOXHSB
@mvollmer1
@robotconsumer
@analytics_699
@pinakilaskar
@guidaautonoma
@jeroenbartelse
@botsecx
@typing_test_1
@ronald_vanloon
@fisheyebox

Top hashtags:
#ai
#machinelearning
#analytics
#bigdata
#selfdrivingcars
#iot

Description:
Description
The graph represents a network of 1,626 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, 24 November 2021 at 13:46 UTC.

The requested start date was Wednesday, 24 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 14-day, 22-hour, 1-minute period from Monday, 08 November 2021 at 23:15 UTC to Tuesday, 23 November 2021 at 21:16 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 : 1626
Unique Edges : 2379
Edges With Duplicates : 15556
Total Edges : 17935
Number of Edge Types : 5
Retweet : 6597
MentionsInRetweet : 9539
Mentions : 1185
Replies to : 27
Tweet : 587
Self-Loops : 817
Reciprocated Vertex Pair Ratio : 0.0244444444444444
Reciprocated Edge Ratio : 0.0477223427331887
Connected Components : 87
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 1477
Maximum Edges in a Connected Component : 17742
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.327854
Graph Density : 0.001919197653515
Modularity : 0.202457
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,626 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, 24 November 2021 at 13:46 UTC.

The requested start date was Wednesday, 24 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 14-day, 22-hour, 1-minute period from Monday, 08 November 2021 at 23:15 UTC to Tuesday, 23 November 2021 at 21:16 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:
[62] https://veille-cyber.com/nvidia-promises-fully-self-driving-cars-with-new-nvidia-drive-tech/
[60] https://www.cbinsights.com/research/report/electric-car-race/
[56] https://twitter.com/iot_automotive/timelines/1122115041417887744
[55] https://jobpreference.com/
[55] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[54] https://fintechmagazine.com/financial-services-finserv/visa-introduces-sustainability-features-cardholders
[45] https://siliconangle.com/2021/11/18/report-apple-launch-self-driving-electric-car-2025/
[41] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-aistocks-activity-6867693529859186688-2U0G
[39] https://www.bbntimes.com/technology/how-artificial-intelligence-will-impact-your-daily-life-in-the-2020s
[39] https://iot-analytics.com/iot-startup-landscape/

Top URLs in Tweet in G1:
[30] https://www.cnet.com/roadshow/news/hyundai-seven-concept-suv-electric-debut-la-auto-show/#ftag=COS-05-10aaa0j
[21] https://www.cnbc.com/2021/11/08/chinas-geely-launches-electric-truck-its-rival-to-teslas-semi.html?__source=sharebar|twitter&par=sharebar
[16] https://www.chinadaily.com.cn/a/202111/18/WS6195c1e1a310cdd39bc7612d.html
[11] https://www.visualcapitalist.com/ranked-the-35-vehicles-with-the-longest-production-runs/
[11] https://hondanews.com/en-US/honda-corporate/releases/release-bc2bc74408027960dba69cafec03cca8-honda-tests-prototype-autonomous-work-vehicle-at-solar-construction-site-with-black-veatch
[10] https://trib.al/IN1PrVr
[9] https://finance.yahoo.com/news/nvidia-promises-fully-self-driving-cars-with-nvidia-drive-093002565.html?utm_content=buffer3baae&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-many-electric-cars-should-a-family-own-aa7c146ebae4%3Fsource%3Dfalse---------0
[5] https://www.bbntimes.com/technology/how-artificial-intelligence-will-impact-your-daily-life-in-the-2020s
[4] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb

Top URLs in Tweet in G2:
[53] https://twitter.com/iot_automotive/timelines/1122115041417887744
[18] https://twitter.com/iot_automotive/timelines/1369658804976062464
[13] https://www.wsj.com/amp/articles/what-a-commute-in-a-car-free-city-might-be-like-11636473615
[13] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266035
[11] https://www.thestar.com/autos/2021/11/13/ride-the-wave-of-autonomous-vehicle-technology.html
[11] https://www.bbntimes.com/technology/how-artificial-intelligence-will-impact-your-daily-life-in-the-2020s
[11] https://www.autonews.com/mobility-report-newsletter/zf-says-microsoft-deal-could-be-boon-its-autonomous-shuttle-business
[11] https://www.bloomberg.com/tosv2.html?vid=&uuid=4e72c30a-40a2-11ec-ba93-4659694a796a&url=L25ld3MvbmV3c2xldHRlcnMvMjAyMS0xMS0wOC9jaGluYS1zLWVsZWN0cmljLWNhci1ib29tLWlzLWZ1ZWxpbmctYS13YXItZm9yLXRhbGVudC1rdnFsMXdnZA==
[10] https://www.engadget.com/hyundai-ioniq-seven-concept-self-driving-ev-213020775.html?guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLml0Lw&guce_referrer_sig=AQAAADvWY05f-5pfm1tEkZnogFaHYcZb4hUIJKaWhHZhKaer2W1Eas3TK-hv19C_NG1YSk9dMHMWCHu4XggLv2cMzrmPE91c6p5w9GA97TfbotOkFMbygzuvsxgFh40shn-VAwMdh6V2_xPvKu1rOW5eHMPDkq0wUDXV52-C3eBeLFgM
[10] https://www.theverge.com/2021/11/17/22787278/ups-waymo-autonomous-truck-freight-texas-deliveries

Top URLs in Tweet in G3:
[53] https://www.cbinsights.com/research/report/electric-car-race/
[52] https://fintechmagazine.com/financial-services-finserv/visa-introduces-sustainability-features-cardholders
[51] https://veille-cyber.com/nvidia-promises-fully-self-driving-cars-with-new-nvidia-drive-tech/
[45] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[41] https://siliconangle.com/2021/11/18/report-apple-launch-self-driving-electric-car-2025/
[41] https://jobpreference.com/
[28] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-aistocks-activity-6867693529859186688-2U0G
[28] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-aiscience-activity-6867303128887308288-QG70
[25] https://hal.inria.fr/hal-03427242/document
[25] https://www.linkedin.com/posts/pinakilaskar_neuralnetworks-agi-machinelearning-activity-6865856376657231872-LD8h

Top URLs in Tweet in G4:
[12] https://iot-analytics.com/iot-startup-landscape/
[9] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-aiengineering-activity-6864765123077173248-Hyuw
[7] https://www.youtube.com/watch?v=1hUp-RG-tdU&feature=youtu.be

[6] https://www.linkedin.com/posts/pinakilaskar_datascientists-machinelearning-datascience-activity-6863665607863283712-A92C
[5] https://www.linkedin.com/posts/pinakilaskar_5g-climatechange-artificialintelligence-activity-6865137424394203136-Vins
[5] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-transhumanism-activity-6866578797441945600-AGCM
[5] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-aistocks-activity-6867693529859186688-2U0G
[4] https://www.linkedin.com/posts/pinakilaskar_neuralnetworks-agi-machinelearning-activity-6865856376657231872-LD8h
[4] https://www.linkedin.com/posts/pinakilaskar_autonomousdriving-mobility-safety-activity-6866950195880488960-PCFN
[4] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-aiscience-activity-6867303128887308288-QG70

Top URLs in Tweet in G5:
[5] https://www.linkedin.com/posts/visionarynet_nvidia-selfdrivingcars-nvidia-activity-6867362674125139968--rH6
[5] https://jobpreference.com/
[3] https://www.theverge.com/2021/11/17/22787278/ups-waymo-autonomous-truck-freight-texas-deliveries
[2] https://couponmatrix.uk/2021/04/this-tech-was-science-fiction-20-years-ago-now-its-reality/
[2] https://www.linkedin.com/posts/pinakilaskar_5g-climatechange-artificialintelligence-activity-6865137424394203136-Vins
[2] https://www.bbntimes.com/technology/how-artificial-intelligence-will-impact-your-daily-life-in-the-2020s?utm_sq=gwh7ci2pru
[2] https://www.cnn.com/2021/11/03/cars/tesla-full-self-driving-fsd/index.html
[2] https://veille-cyber.com/nvidia-promises-fully-self-driving-cars-with-new-nvidia-drive-tech/
[1] https://twitter.com/i/web/status/1458026829571362818
[1] https://www.supplychaintoday.com/artificial-intelligence-machine-learning-quotes-top-minds/

Top URLs in Tweet in G6:
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=7d71463a-48b7-11ec-a2d8-5474704b546b&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMS0xOC9hcHBsZS1hY2NlbGVyYXRlcy13b3JrLW9uLWNhci1haW1zLWZvci1mdWxseS1hdXRvbm9tb3VzLXZlaGljbGU=
[1] https://sg.news.yahoo.com/electric-cars-transportation-secretary-pete-buttigieg-133634191.html
[1] https://twitter.com/i/web/status/1457905792275861509
[1] https://twitter.com/i/web/status/1457948566253568006
[1] https://www.redmondpie.com/gm-defense-is-planning-a-new-military-prototype-based-on-the-gmc-hummer-ev/?utm_content=bufferfe19b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://m.youtube.com/watch?v=brEm4mEizns&feature=youtu.be&utm_content=buffer56ca5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[1] https://www.cnn.com/2021/11/12/cars/rivian-electric-vehicles/index.html?utm_content=bufferf49b3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnn.com/2021/11/14/economy/bezos-musk-feud-rivian-tesla/index.html?utm_content=buffer93e97&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnn.com/2021/11/15/business/lucid-air-motor-trend-car-of-the-year/index.html
[1] https://phys.org/news/2021-11-electric-cars-wont-planet-cities.html

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1457893596556840961
[1] https://forms.gle/CRSGGJtkswFW5f7v5
[1] https://www.greencar.or.kr/2020en
[1] https://twitter.com/i/web/status/1458354769550995461
[1] https://twitter.com/i/web/status/1458369729681313798
[1] https://twitter.com/i/web/status/1458369313543426048
[1] https://www.evnewstopic.com/2021/11/nvidia-self-driving-software-available-for-2024-models.html
[1] https://insideevs.com/news/547117/wmmotor-m7-lidar-level5-autonomous/
[1] https://insideevs.com/news/546199/apple-hires-tesla-autopilot-engineer/
[1] https://www.canadianunderwriter.ca/insurance/quebecs-amf-explores-implications-of-autonomous-vehicles-1004214406/

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-aiscience-activity-6867303128887308288-QG70
[1] https://www.linkedin.com/posts/pinakilaskar_5g-climatechange-artificialintelligence-activity-6865137424394203136-Vins
[1] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-innovation-activity-6868029785419911168-dzkN

Top URLs in Tweet in G9:
[4] https://www.hotcars.com/this-is-why-apple-hired-teslas-autopilot-software-director/
[2] https://futurumresearch.com/research-notes/qualcomm-and-bmw-collaborate-on-automated-driving-technology/?utm_content=buffer6b0e6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://9to5mac.com/2021/11/15/apple-adds-more-drivers-to-its-autonomous-car-fleet-number-of-cars-remains-at-69/
[1] https://www.reuters.com/business/autos-transportation/qualcomm-diversifying-mobiles-supply-chips-bmw-self-driving-cars-2021-11-16/?utm_content=buffer50d0f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1463058753650057223
[1] https://twitter.com/reuters/status/1460861510339764232

Top URLs in Tweet in G10:
[2] https://ipo-edge.com/replay-self-driving-trucks-ceo-of-embark-in-fireside-chat/
[1] https://startupsavant.com/self-driving-car-startups
[1] https://www.robotics-world.com/industry-news/funding-news/6274-nuro-raises-$600m-to-expand-self-driving-delivery-vehicles?oly_enc_id=1805F7485578E2U
[1] https://aurora.tech/jobs/hil-software-engineer-5707889002/
[1] https://aurora.tech/jobs/hil-software-engineer-5707871002/
[1] https://techstartups.com/2021/11/11/autonomous-truck-tech-startup-embark-goes-public-making-26-year-old-founder-one-youngest-ceos-u-s-public-company/

Top Domains
Top Domains in Tweet in Entire Graph:
[359] linkedin.com
[216] twitter.com
[182] medium.com
[75] forbes.com
[67] theverge.com
[62] veille-cyber.com
[60] cbinsights.com
[59] google.com
[58] aci.it
[55] jobpreference.com

Top Domains in Tweet in G1:
[30] cnet.com
[21] cnbc.com
[17] com.cn
[13] visualcapitalist.com
[13] medium.com
[12] twitter.com
[11] hondanews.com
[10] trib.al
[10] yahoo.com
[5] bbntimes.com

Top Domains in Tweet in G2:
[134] twitter.com
[99] medium.com
[57] aci.it
[53] theverge.com
[49] linkedin.com
[34] forbes.com
[27] hdmotori.it
[25] insideevs.it
[23] nodexlgraphgallery.org
[22] bloomberg.com

Top Domains in Tweet in G3:
[233] linkedin.com
[59] medium.com
[53] cbinsights.com
[52] fintechmagazine.com
[51] google.com
[51] veille-cyber.com
[41] siliconangle.com
[41] jobpreference.com
[37] forbes.com
[25] inria.fr

Top Domains in Tweet in G4:
[54] linkedin.com
[14] twitter.com
[13] iot-analytics.com
[11] medium.com
[7] youtube.com
[5] syncedreview.com
[3] nodexlgraphgallery.org
[2] nvidia.com
[2] bit.ly
[2] marktechpost.com

Top Domains in Tweet in G5:
[9] linkedin.com
[5] twitter.com
[5] jobpreference.com
[3] theverge.com
[2] couponmatrix.uk
[2] bbntimes.com
[2] cnn.com
[2] veille-cyber.com
[1] supplychaintoday.com
[1] t.co

Top Domains in Tweet in G6:
[7] twitter.com
[4] cnn.com
[4] theverge.com
[4] bloomberg.com
[3] slashgear.com
[2] futurism.com
[2] nytimes.com
[1] yahoo.com
[1] redmondpie.com
[1] youtube.com

Top Domains in Tweet in G7:
[13] twitter.com
[3] theverge.com
[3] linkedin.com
[3] cnbc.com
[2] insideevs.com
[1] forms.gle
[1] or.kr
[1] evnewstopic.com
[1] canadianunderwriter.ca
[1] npr.org

Top Domains in Tweet in G8:
[3] linkedin.com

Top Domains in Tweet in G9:
[4] hotcars.com
[2] futurumresearch.com
[2] twitter.com
[2] 9to5mac.com
[1] reuters.com

Top Domains in Tweet in G10:
[2] aurora.tech
[2] ipo-edge.com
[1] startupsavant.com
[1] robotics-world.com
[1] techstartups.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4949] ai
[3482] machinelearning
[3212] analytics
[2616] bigdata
[2582] selfdrivingcars
[2427] iot
[2172] rstats
[1606] reactjs
[1549] datascience
[1449] python



Top Hashtags in Tweet in G1:
[371] selfdrivingcars
[329] autonomousvehicles
[135] electriccars
[92] ai
[76] autonomous
[58] machinelearning
[57] 5g
[56] electricvehicles
[53] delivery
[44] analytics

Top Hashtags in Tweet in G2:
[1424] ai
[1221] selfdrivingcars
[875] iot
[523] machinelearning
[494] autonomousvehicles
[412] 5g
[389] analytics
[375] bigdata
[359] autonomous
[265] selfdriving

Top Hashtags in Tweet in G3:
[2670] ai
[2252] machinelearning
[2178] analytics
[1781] bigdata
[1447] rstats
[1158] iot
[1074] datascience
[1020] reactjs
[1011] datascientist
[958] iiot

Top Hashtags in Tweet in G4:
[573] ai
[515] machinelearning
[514] analytics
[398] bigdata
[388] rstats
[316] iot
[315] reactjs
[292] iiot
[261] python
[241] datascience

Top Hashtags in Tweet in G5:
[104] selfdrivingcars
[79] ai
[54] autonomousvehicles
[53] machinelearning
[34] artificialintelligence
[30] automation
[23] driverless
[18] robotics
[15] technology
[15] deeplearning

Top Hashtags in Tweet in G6:
[51] selfdrivingcars
[38] electriccars
[37] cars
[32] smartcars
[26] rides
[25] futurecars
[25] speed
[25] whips
[8] tesla
[4] climatechange

Top Hashtags in Tweet in G7:
[61] selfdrivingcars
[9] tesla
[9] apple
[7] autonomousvehicles
[7] ai
[5] technology
[4] cars
[3] waymo
[3] robotics
[3] innovation

Top Hashtags in Tweet in G8:
[77] ai
[76] analytics
[75] machinelearning
[73] rstats
[72] reactjs
[67] python
[42] iot
[41] javascript
[39] iiot
[39] linux

Top Hashtags in Tweet in G9:
[22] research
[12] selfdrivingcars
[5] autonomousvehicles
[4] ai
[4] automotive
[4] apple
[4] tesla
[2] machinelearning
[2] qualcomm
[2] bmw

Top Hashtags in Tweet in G10:
[8] selfdrivingcars
[2] autonomousvehicles
[2] trucking
[2] autonomous
[1] startup
[1] entrepreneur
[1] business
[1] tech
[1] autonomouscars
[1] scienceandenvironment

Top Words
Top Words in Tweet in Entire Graph:
[4956] #ai
[3482] #machinelearning
[3212] #analytics
[2616] #bigdata
[2589] #selfdrivingcars
[2434] #iot
[2172] #rstats
[1663] pinakilaskar
[1606] #reactjs
[1549] #datascience

Top Words in Tweet in G1:
[377] mvollmer1
[371] #selfdrivingcars
[329] #autonomousvehicles
[159] jeroenbartelse
[144] car
[135] #electriccars
[125] cars
[120] mashable
[114] concept
[92] #ai

Top Words in Tweet in G2:
[1430] #ai
[1227] #selfdrivingcars
[881] #iot
[805] guidaautonoma
[523] #machinelearning
[494] #autonomousvehicles
[418] #5g
[389] #analytics
[375] #bigdata
[370] #autonomous

Top Words in Tweet in G3:
[2671] #ai
[2252] #machinelearning
[2178] #analytics
[1781] #bigdata
[1447] #rstats
[1186] pinakilaskar
[1159] #iot
[1074] #datascience
[1020] #reactjs
[1011] #datascientist

Top Words in Tweet in G4:
[573] #ai
[515] #machinelearning
[514] #analytics
[398] #bigdata
[388] #rstats
[316] #iot
[315] #reactjs
[292] #iiot
[261] #python
[241] #datascience

Top Words in Tweet in G5:
[104] #selfdrivingcars
[79] #ai
[54] #autonomousvehicles
[53] #machinelearning
[47] ronald_vanloon
[34] #artificialintelligence
[30] #automation
[23] #driverless
[21] amazon's
[21] full

Top Words in Tweet in G6:
[51] #selfdrivingcars
[38] #electriccars
[37] #cars
[32] #smartcars
[26] #rides
[25] #futurecars
[25] #speed
[25] #whips
[19] cars
[15] electric

Top Words in Tweet in G7:
[61] #selfdrivingcars
[21] driving
[18] self
[10] car
[9] #tesla
[9] #apple
[8] cars
[7] apple
[7] #autonomousvehicles
[7] #ai

Top Words in Tweet in G8:
[77] #ai
[76] #analytics
[75] #machinelearning
[73] #rstats
[72] #reactjs
[67] #python
[64] त
[63] र
[63] क
[62] typing_test_1

Top Words in Tweet in G9:
[24] qualcomm
[24] bmw
[22] #research
[22] note
[22] alert
[22] collaborate
[22] automated
[22] driving
[22] technology
[22] overview

Top Words in Tweet in G10:
[8] #selfdrivingcars
[5] self
[5] driving
[5] embarktrucks
[4] aurora_inno
[4] embark
[4] alexrodriguesca
[3] work
[3] writing
[3] high

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1348] #iot,#iiot
[1299] #ai,#datascientist
[1282] #rstats,#reactjs
[1256] #analytics,#datascience
[1247] #datascientist,#bigdata
[1084] #machinelearning,#ai
[1080] #bigdata,#machinelearning
[1053] #analytics,#machinelearning
[1048] #python,#rstats
[915] #ai,#python

Top Word Pairs in Tweet in G1:
[207] #autonomousvehicles,#selfdrivingcars
[130] #selfdrivingcars,#electriccars
[93] mvollmer1,#autonomousvehicles
[85] everywhere,within
[83] glass,concept
[83] concept,car
[83] car,looks
[83] looks,totally
[83] totally,unreal
[83] unreal,mashable

Top Word Pairs in Tweet in G2:
[477] #selfdrivingcars,#ai
[431] #ai,#iot
[386] #iot,#5g
[370] #ai,#selfdrivingcars
[270] #selfdrivingcars,#iot
[220] #iot,#connectedcar
[212] mikequindazzi,#ai
[198] #5g,#autonomousvehicles
[172] #ai,#datascientist
[168] #machinelearning,#bigdata

Top Word Pairs in Tweet in G3:
[922] #ai,#datascientist
[903] #datascientist,#bigdata
[895] #iot,#iiot
[881] #analytics,#datascience
[828] #rstats,#reactjs
[768] #bigdata,#machinelearning
[704] #machinelearning,#ai
[696] #python,#rstats
[673] #analytics,#machinelearning
[642] #machinelearning,#analytics

Top Word Pairs in Tweet in G4:
[275] #iot,#iiot
[222] #rstats,#reactjs
[215] #analytics,#datascience
[182] #ai,#datascientist
[181] #analytics,#machinelearning
[181] #machinelearning,#ai
[169] #datascientist,#bigdata
[167] #python,#rstats
[154] #ai,#python
[152] #bigdata,#machinelearning

Top Word Pairs in Tweet in G5:
[40] #ai,#machinelearning
[23] #selfdrivingcars,#autonomousvehicles
[22] #autonomousvehicles,#driverless
[21] amazon's,full
[21] full,#automation
[21] #automation,taxi
[21] taxi,zoox
[21] zoox,cnet
[21] cnet,#selfdrivingcars
[21] #driverless,#ai

Top Word Pairs in Tweet in G6:
[35] #electriccars,#cars
[31] #cars,#smartcars
[28] #smartcars,#selfdrivingcars
[26] #selfdrivingcars,#rides
[25] #futurecars,#speed
[25] #rides,#whips
[23] #whips,#futurecars
[8] self,driving
[7] electric,cars
[6] cnn,#electriccars

Top Word Pairs in Tweet in G7:
[18] self,driving
[6] driving,cars
[5] full,self
[4] متحدہ,عرب
[4] عرب,امارات
[3] #selfdrivingcars,#tesla
[2] driving,car
[2] найочікуваніша,виставка
[2] виставка,року
[2] року,відбудеться

Top Word Pairs in Tweet in G8:
[69] #rstats,#reactjs
[67] #analytics,#machinelearning
[67] #machinelearning,#ai
[67] #python,#rstats
[66] #ai,#python
[39] #iot,#iiot
[38] #linux,#flutter
[36] #reactjs,#iot
[36] #iiot,#ml
[36] #ml,#nlp

Top Word Pairs in Tweet in G9:
[22] #research,note
[22] note,alert
[22] alert,qualcomm
[22] qualcomm,bmw
[22] bmw,collaborate
[22] collaborate,automated
[22] automated,driving
[22] driving,technology
[22] technology,overview
[22] overview,insights

Top Word Pairs in Tweet in G10:
[5] self,driving
[3] work,writing
[3] writing,high
[3] high,performance
[3] performance,hardware
[3] hardware,loop
[3] loop,test
[3] test,software
[3] software,#selfdrivingcars
[3] #selfdrivingcars,aurora_inno

Top Replied-To
Top Replied-To in Entire Graph:
@henk4senate
@tesla
@gcrlplayer
@bimedotcom
@enliteai
@qualcomm
@nurobots
@against_3g
@chidambara09
@twitter

Top Replied-To in G1:
@amitchampaneri1

Top Replied-To in G3:
@bimedotcom
@analytics_699
@rootnk
@twitter
@chidambara09
@against_3g
@enliteai

Top Replied-To in G6:
@gcrlplayer
@investor421
@tesla
@flcnhvy
@elonmusk
@halftimereport

Top Replied-To in G9:
@qualcomm
@tesla

Top Replied-To in G10:
@nurobots

Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@analytics_699
@guidaautonoma
@mvollmer1
@fisheyebox
@mikequindazzi
@jeroenbartelse
@enricomolinari
@haroldsinnott
@mashable

Top Mentioned in G1:
@mvollmer1
@jeroenbartelse
@mashable
@selfdriving360
@wef
@braddeberti
@gigadgets_
@roadshow
@amitchampaneri1
@pinakilaskar

Top Mentioned in G2:
@guidaautonoma
@mikequindazzi
@pinakilaskar
@analytics_699
@fisheyeboxindia
@procurementstar
@motorcycletwitt
@worldtrendsinfo
@mvollmer1
@fisheyebox

Top Mentioned in G3:
@pinakilaskar
@analytics_699
@fisheyebox
@enricomolinari
@eli_krumova
@asmakhan_345
@bbntimes_en
@ipfconline1
@cbinsights
@this0499154500

Top Mentioned in G4:
@pinakilaskar
@analytics_699
@fisheyebox
@akbarth3great
@eli_krumova
@mvollmer1
@guidaautonoma
@haroldsinnott
@gtarobotics
@cybritexsec

Top Mentioned in G5:
@ronald_vanloon
@cnet
@bayslopepatent
@unitreerobotics
@pinakilaskar
@mvollmer1
@pascal_bornet
@seeker
@digitaltrends
@swisscognitive

Top Mentioned in G6:
@apple
@foxmental_x
@elonmusk
@verge
@ford
@waymo
@gm
@slashgear
@stevewestly
@futurism

Top Mentioned in G7:
@kotrakyiv
@oxfordsemantic
@china4tech

Top Mentioned in G8:
@typing_test_1
@pinakilaskar
@asmakhan_345
@analytics_699
@fisheyebox
@pankajjain17
@cybritexsec

Top Mentioned in G9:
@bmw
@qualcomm
@shellykramer
@futu
@evankirstel
@ronald_vanloon
@futurumresearch
@danielnewmanuv
@9to5mac
@cnet

Top Mentioned in G10:
@embarktrucks
@aurora_inno
@alexrodriguesca
@spacguru
@barbariancap
@clintliddick
@jannarone
@banksjarrett1
@argoai
@ride_vision

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@javascriptd
@codedailybot
@mhall55nine
@iartg
@evankirstel

Top Tweeters in G1:
@piyuanker12
@mhall55nine
@sudeepkhatri
@businessinsider
@womencodersbot
@amazingchevvolt
@bigtickhk
@gezgintrk
@benishii_
@cnbc

Top Tweeters in G2:
@artificialbra1n
@thomasclone
@dataaugmented
@walmart
@lelkan
@calcaware
@ssxman2
@godfrey_g_
@laveilletechno
@thecuriousluke

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@viralvideovlogs
@cybersecurityn8
@ipythonistabot
@morolswediu

Top Tweeters in G4:
@javascriptd
@coder_487
@andrewmorrisuk
@uncjay1
@harvest57688777
@thesecretjunio1
@robotproud
@ricardo_ik_ahau
@opensource_orgs
@digitaldecoded1

Top Tweeters in G5:
@micheleangelo13
@jacobussystems
@techjunkiejh
@cnet
@metropulseusa
@jeffreyawillia4
@ene3112
@satyajit1910
@shopmatrixuk
@analyticbridge

Top Tweeters in G6:
@business
@nytimes
@windows
@wsj
@johnny_queer
@eco1start
@foxmental_x
@thenextweb
@verge
@yahoosg

Top Tweeters in G7:
@aajtak
@geekinfonow
@bsindia
@gregoriancant
@shinils
@crabdiving
@drmattcrowson
@ben_memyself
@big_mize
@usmansattarmd

Top Tweeters in G8:
@sdgsbot
@dcmaida57
@ashishsinghh10
@mukeshk95428792
@dqserv
@itmanoj
@rohit_jangid_05
@rajkharwal7
@deepakprince420
@kanakdubela

Top Tweeters in G9:
@evankirstel
@shellykramer
@mistygirlph
@johnnosta
@oablanchard
@danielnewmanuv
@pierre018
@martymcpadden
@9to5mac
@digitalcloudgal

Top Tweeters in G10:
@barbariancap
@nasdaq
@spacguru
@jimscheinman
@startupsavant
@thetechstartups
@jannarone
@clintliddick
@gralston
@easy_mile