#selfdrivingcars, Twitter, 9/16/2020 3:58:27 PM, 235270


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#selfdrivingcars_2020-09-16_05-39-31.xlsx
#selfdrivingcars_2020-09-16_05-39-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2020
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/2H1V10R
@pinakilaskar
@jeroenbartelse
@robotconsumer
@mvollmer1
@fisheyebox
@enricomolinari
@wef
@haroldsinnott
@guidaautonoma
@selfdriving360

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

Description:
Description
The graph represents a network of 2,534 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, 16 September 2020 at 12:46 UTC.

The requested start date was Wednesday, 16 September 2020 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 11-day, 18-hour, 39-minute period from Friday, 04 September 2020 at 05:01 UTC to Tuesday, 15 September 2020 at 23:41 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 : 2534
Unique Edges : 3330
Edges With Duplicates : 15079
Total Edges : 18409
Number of Edge Types : 5
Mentions : 1101
MentionsInRetweet : 10053
Retweet : 6508
Tweet : 718
Replies to : 29
Self-Loops : 911
Reciprocated Vertex Pair Ratio : 0.019043266301036
Reciprocated Edge Ratio : 0.0373747944386306
Connected Components : 108
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 2331
Maximum Edges in a Connected Component : 18040
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.104138
Graph Density : 0.00104212399483877
Modularity : 0.238248
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,534 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, 16 September 2020 at 12:46 UTC.

The requested start date was Wednesday, 16 September 2020 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 11-day, 18-hour, 39-minute period from Friday, 04 September 2020 at 05:01 UTC to Tuesday, 15 September 2020 at 23:41 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:
[140] https://www.selfdrivingcars360.com/
[105] https://www.smallcapvoice.com/9-18-19-smallcapvoice-interview-iiot-oxys-itox/
[71] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234860
[49] https://dicktaylorblog.com/2020/09/06/car-radios-the-future/
[34] https://www.forbes.com/sites/lanceeliot/2020/09/01/elon-musks-neuralink-showcase-spurs-mind-copying-discussion-about-ai-and-self-driving-cars/#35a7641b5153
[30] https://www.digitaltrends.com/cars/waymo-self-driving-car-structured-testing-continues-during-pandemic/
[21] https://www.consumerreports.org/autonomous-driving/tesla-full-self-driving-capability-review-falls-short-of-its-name/
[20] https://intelligence.weforum.org/topics/a1G0X000006NvAbUAK?tab=publications
[19] https://www.forbes.com/sites/lanceeliot/2020/08/23/the-ai-intelligence-explosion-might-happen-this-way-including-for-ai-self-driving-cars/amp/
[18] https://www.intelligenttransport.com/transport-articles/106606/connected-and-autonomous-vehicle-projects-in-the-uk/

Top URLs in Tweet in G1:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234860
[2] https://www.linkedin.com/posts/activity-6708996888806387712-1OCi
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234210
[1] https://twitter.com/i/web/status/1302183454365294595
[1] https://twitter.com/i/web/status/1302251693036302337
[1] https://twitter.com/i/web/status/1302260101693153280
[1] https://twitter.com/i/web/status/1302465081809141760
[1] https://twitter.com/i/web/status/1302549645931900929
[1] https://twitter.com/i/web/status/1302551812986122240
[1] https://twitter.com/i/web/status/1302553469845344256

Top URLs in Tweet in G2:
[130] https://www.selfdrivingcars360.com/
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234860
[20] https://www.digitaltrends.com/cars/waymo-self-driving-car-structured-testing-continues-during-pandemic/
[17] https://www.forbes.com/sites/lanceeliot/2020/08/23/the-ai-intelligence-explosion-might-happen-this-way-including-for-ai-self-driving-cars/amp/
[14] https://www.consumerreports.org/autonomous-driving/tesla-full-self-driving-capability-review-falls-short-of-its-name/
[13] https://www.intelligenttransport.com/transport-articles/106606/connected-and-autonomous-vehicle-projects-in-the-uk/
[13] https://blogs.dxc.technology/2019/10/28/how-ai-can-make-fully-autonomous-driving-a-reality/
[12] https://www.forbes.com/sites/lanceeliot/2020/09/01/elon-musks-neuralink-showcase-spurs-mind-copying-discussion-about-ai-and-self-driving-cars/#35a7641b5153
[10] https://www.zdnet.com/article/self-driving-indy-race-cars-to-compete-for-glory/
[10] https://techcrunch.com/2020/08/26/ford-bosch-and-bedrock-announce-an-automated-valet-parking-garage-in-detroit/

Top URLs in Tweet in G3:
[96] https://www.smallcapvoice.com/9-18-19-smallcapvoice-interview-iiot-oxys-itox/
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234860
[8] https://www.linkedin.com/posts/activity-6708996888806387712-1OCi
[6] https://www.techradar.com/news/c-v2x-connected-cars-and-the-future-of-transport
[6] https://www.thelocal.de/20200909/germany-aims-to-become-first-country-in-world-to-have-driverless-cars-on-streets
[6] https://www.money.it/?page=amp&id_article=96849
[5] https://www.analyticsinsight.net/right-tools-are-important-for-making-autonomous-cars-smart-and-safe/
[5] https://www.siasat.com/covid-disrupted-world-order-catalysed-tech-revolution-1972383/amp/
[5] https://www.therobotreport.com/how-detroits-fear-silicon-valley-sparked-autonomous-vehicle-gold-rush/
[5] https://blog.iammarketingmedia.com/right-tools-are-important-for-making-autonomous-cars-smart-and-safe/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter

Top URLs in Tweet in G4:
[9] https://intelligence.weforum.org/topics/a1G0X000006NvAbUAK?tab=publications
[6] https://www.smallcapvoice.com/9-18-19-smallcapvoice-interview-iiot-oxys-itox/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234860
[2] https://www.techradar.com/news/c-v2x-connected-cars-and-the-future-of-transport
[2] https://www.zdnet.com/article/self-driving-indy-race-cars-to-compete-for-glory/
[2] https://www.forbes.com/sites/lanceeliot/2020/08/23/the-ai-intelligence-explosion-might-happen-this-way-including-for-ai-self-driving-cars/amp/
[2] https://www.digitaltrends.com/cars/waymo-self-driving-car-structured-testing-continues-during-pandemic/
[2] https://arxiv.org/abs/1911.08044
[1] https://twitter.com/i/web/status/1300312389104140293
[1] https://twitter.com/i/web/status/1297438233031213056

Top URLs in Tweet in G5:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233606
[6] https://intelligence.weforum.org/topics/a1G0X000006NvAbUAK?tab=publications
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234860
[4] https://www.selfdrivingcars360.com/
[3] https://www.juniperresearch.com/press/press-releases/5g-operator-billed-service-revenues-reach-300bn
[3] https://www.pwc.com/gx/en/consumer-markets/consumer-insights-survey/2019/report.pdf
[3] https://www.smallcapvoice.com/9-18-19-smallcapvoice-interview-iiot-oxys-itox/
[3] https://www.forbes.com/sites/lanceeliot/2020/09/01/elon-musks-neuralink-showcase-spurs-mind-copying-discussion-about-ai-and-self-driving-cars/#35a7641b5153
[2] https://www.freepressjournal.in/analysis/is-human-consciousness-useful-for-ai
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234210

Top URLs in Tweet in G6:
[7] https://www.consumerreports.org/autonomous-driving/tesla-full-self-driving-capability-review-falls-short-of-its-name/
[5] https://www.digitaltrends.com/cars/waymo-self-driving-car-structured-testing-continues-during-pandemic/
[5] https://www.intelligenttransport.com/transport-articles/106606/connected-and-autonomous-vehicle-projects-in-the-uk/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234860
[3] https://www.washingtonpost.com/business/technology/daimler-trucks-tests-self-driving-vehicles-in-us-southwest/2020/09/03/c05bb538-ee4d-11ea-bd08-1b10132b458f_story.html
[3] https://techcrunch.com/2020/08/26/ford-bosch-and-bedrock-announce-an-automated-valet-parking-garage-in-detroit/
[2] https://www.inverse.com/innovation/safest-self-driving-cars-yet?utm_content=buffer49f36&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.zdnet.com/article/self-driving-indy-race-cars-to-compete-for-glory/
[2] https://thenextweb.com/shift/2020/09/10/germany-wants-permit-driverless-self-driving-cars-2022/
[2] https://www.govtech.com/fs/automation/Self-Driving-Car-Startup-Argo-AI-Expands-in-Pittsburgh.html?AMP

Top URLs in Tweet in G7:
[2] https://www.ttnews.com/articles/self-driving-cars-hit-las-vegas-streets-tech-tradeshow
[2] https://twitter.com/katecrawford/status/1100958020203409408
[1] https://www.forbes.com/sites/robtoews/2020/08/30/the-peace-dividends-of-the-autonomous-vehicle-wars/
[1] https://techmuffin.net/yandex-spins-out-self-driving-car-unit-from-its-uber-jv-invests-150m-into-newco/
[1] https://techcrunch.com/2020/09/04/yandex-spins-out-self-driving-car-unit-from-its-uber-jv-invests-150m-into-newco/
[1] https://twitter.com/i/web/status/1302361273137590272
[1] https://medium.com/swlh/self-driving-cars-need-human-intervention-c9c324443bd4
[1] https://medium.com/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2Fme%2Fstats%2Fpost%2Fc9c324443bd4&isDraft=0
[1] https://twitter.com/i/web/status/1302862494000652288
[1] https://twitter.com/AlekseiStatkevi/status/1279981586180538369

Top URLs in Tweet in G8:
[4] http://applusidiada/
[1] https://www.gov.uk/government/case-studies/aurrigo-makes-breakthrough-in-driverless-pods-technology?hsamp_network=twitter&hsamp=a58L3KWxLje3I
[1] https://twitter.com/i/web/status/1305911781764861952
[1] https://www.gov.uk/government/case-studies/5stars-developing-a-security-framework-for-autonomous-and-connected-vehicles?hsamp_network=twitter&hsamp=a58L3KWxLje3I
[1] https://www.gov.uk/government/case-studies/aurrigo-makes-breakthrough-in-driverless-pods-technology?hsamp_network=twitter&hsamp=a0kjXSIqb1BUz
[1] https://www.gov.uk/government/case-studies/5stars-developing-a-security-framework-for-autonomous-and-connected-vehicles?hsamp_network=twitter&hsamp=a0kjXSIqb1BUz
[1] https://www.gov.uk/government/case-studies/aurrigo-makes-breakthrough-in-driverless-pods-technology?hsamp_network=twitter&hsamp=bEJgkmI7qlz3w
[1] https://www.gov.uk/government/case-studies/5stars-developing-a-security-framework-for-autonomous-and-connected-vehicles?hsamp_network=twitter&hsamp=bEJgkmI7qlz3w
[1] https://www.gov.uk/government/case-studies/aurrigo-makes-breakthrough-in-driverless-pods-technology?hsamp_network=twitter&hsamp=aGACx-4TegvBY
[1] https://www.gov.uk/government/case-studies/5stars-developing-a-security-framework-for-autonomous-and-connected-vehicles?hsamp_network=twitter&hsamp=aGACx-4TegvBY

Top URLs in Tweet in G9:
[2] https://www.cmcmarkets.com/en-au/opto/will-driverless-cars-support-another-surge-in-teslas-share-price
[1] https://www.hellenicshippingnews.com/testing-begins-on-an-autonomous-mayflower-ship-ahead-of-its-atlantic-voyage/
[1] https://phys.org/news/2020-09-small-self-organizing-autonomous-vehicles-significantly.html
[1] https://techcrunch.com/2020/09/04/yandex-spins-out-self-driving-car-unit-from-its-uber-jv-invests-150m-into-newco/amp/
[1] https://www.forbes.com/sites/sabbirrangwala/2020/09/04/lean-sensinga-critical-enabler-for-autonomous-vehicles/
[1] https://www.selfdrivingcars360.com/
[1] https://www.cnbc.com/2020/09/07/china-driverless-car-firms-see-robotaxis-scaling-up-in-3-years.html
[1] https://news.cgtn.com/news/2020-09-08/CIFTIS-2020-Autonomous-vehicles-shine-at-services-fair--TCNMtKAEVO/index.html
[1] https://amp.interestingengineering.com/safety-drives-the-race-to-autonomous-vehicle-development
[1] https://www.carcility.com/blog/driverless-cars-dubai-the-next-big-thing/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1302994671862460417
[1] https://www.hitechnectar.com/blogs/future-technology-inventions-2050/?utm_source=TW&utm_medium=SM&utm_campaign=SB
[1] https://www.hitechnectar.com/blogs/5-best-artificial-intelligence-success/?utm_source=TW&utm_medium=SM&utm_campaign=SB

Top Domains
Top Domains in Tweet in Entire Graph:
[392] twitter.com
[172] selfdrivingcars360.com
[105] smallcapvoice.com
[104] nodexlgraphgallery.org
[104] forbes.com
[96] iammarketingmedia.com
[49] dicktaylorblog.com
[41] medium.com
[34] techcrunch.com
[30] digitaltrends.com

Top Domains in Tweet in G1:
[27] twitter.com
[8] nodexlgraphgallery.org
[2] linkedin.com
[1] medium.com
[1] easyshiksha.com
[1] eturbonews.com

Top Domains in Tweet in G2:
[162] selfdrivingcars360.com
[82] twitter.com
[41] forbes.com
[37] nodexlgraphgallery.org
[27] iammarketingmedia.com
[20] digitaltrends.com
[17] techcrunch.com
[14] consumerreports.org
[13] intelligenttransport.com
[13] dxc.technology

Top Domains in Tweet in G3:
[180] twitter.com
[96] smallcapvoice.com
[68] iammarketingmedia.com
[38] nodexlgraphgallery.org
[19] hdmotori.it
[16] forbes.com
[16] co.uk
[13] medium.com
[12] analyticsinsight.net
[11] techcrunch.com

Top Domains in Tweet in G4:
[9] weforum.org
[9] twitter.com
[6] smallcapvoice.com
[4] forbes.com
[3] nodexlgraphgallery.org
[2] techradar.com
[2] zdnet.com
[2] digitaltrends.com
[2] arxiv.org
[1] selfdrivingcars360.com

Top Domains in Tweet in G5:
[17] twitter.com
[13] nodexlgraphgallery.org
[7] medium.com
[6] weforum.org
[6] forbes.com
[4] juniperresearch.com
[4] selfdrivingcars360.com
[3] pwc.com
[3] smallcapvoice.com
[2] interestingengineering.com

Top Domains in Tweet in G6:
[7] consumerreports.org
[5] twitter.com
[5] digitaltrends.com
[5] intelligenttransport.com
[4] nodexlgraphgallery.org
[3] washingtonpost.com
[3] techcrunch.com
[3] thenextweb.com
[2] inverse.com
[2] zdnet.com

Top Domains in Tweet in G7:
[24] twitter.com
[4] paper.li
[3] medium.com
[3] vision33.com
[2] forbes.com
[2] ttnews.com
[2] linkedin.com
[2] pioneeringminds.com
[1] techmuffin.net
[1] techcrunch.com

Top Domains in Tweet in G8:
[9] gov.uk
[4] twitter.com
[4] applusidiada

Top Domains in Tweet in G9:
[2] forbes.com
[2] cmcmarkets.com
[2] linkedin.com
[1] hellenicshippingnews.com
[1] phys.org
[1] techcrunch.com
[1] selfdrivingcars360.com
[1] cnbc.com
[1] cgtn.com
[1] interestingengineering.com

Top Domains in Tweet in G10:
[2] hitechnectar.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2968] machinelearning
[2841] iot
[2573] ai
[2238] datascience
[2017] selfdrivingcars
[1969] bigdata
[1875] analytics
[1857] rstats
[1840] python
[1247] artificialintelligence



Top Hashtags in Tweet in G1:
[660] machinelearning
[441] artificialintelligence
[441] algorithms
[424] deeplearning
[361] reinforcementlearning
[280] datascience
[254] analytics
[252] iot
[251] bigdata
[240] python

Top Hashtags in Tweet in G2:
[891] selfdrivingcars
[417] ai
[363] autonomousvehicles
[312] iot
[193] machinelearning
[137] bigdata
[134] datascience
[131] driverlesscars
[130] selfdriving
[128] driverless

Top Hashtags in Tweet in G3:
[1821] machinelearning
[1678] iot
[1567] datascience
[1348] bigdata
[1325] analytics
[1325] rstats
[1296] python
[1286] ai
[828] iiot
[727] tensorflow

Top Hashtags in Tweet in G4:
[304] ai
[293] iot
[159] blockchain
[157] machinelearning
[154] 3dprint
[140] datascience
[107] bigdata
[105] rstats
[104] artificialintelligence
[102] analytics

Top Hashtags in Tweet in G5:
[260] iot
[251] ai
[184] selfdrivingcars
[118] bigdata
[115] machinelearning
[108] datascience
[96] fintech
[91] smartcities
[86] autonomousvehicles
[86] python

Top Hashtags in Tweet in G6:
[41] selfdrivingcars
[17] ciftis
[16] autonomous
[9] tesla
[8] machinelearning
[8] ai
[8] iot
[7] fsd
[7] artificialintelligence
[6] driverlesscars

Top Hashtags in Tweet in G7:
[55] selfdrivingcars
[10] autonomousvehicles
[10] artificialintelligence
[8] ai
[5] uber
[4] driverlesscars
[4] yandex
[4] tesla
[4] iot
[4] innovation

Top Hashtags in Tweet in G8:
[19] coventry
[19] jobs
[14] selfdrivingcars
[13] autonomousvehicles
[13] autonomous
[13] connected
[6] collision
[6] avoidance
[5] driverlesspods
[5] cybersecurity

Top Hashtags in Tweet in G9:
[18] selfdrivingcars
[16] ai
[11] iot
[8] 5g
[7] autonomousvehicles
[6] autonomous
[4] selfdriving
[4] tesla
[3] driverlesscars
[3] artificialintelligence

Top Hashtags in Tweet in G10:
[13] selfdrivingcars
[10] uber
[10] autonomousvehicles
[3] covid19
[3] futuretech
[3] futureofwork
[3] technologytimes
[3] artificialintelligence
[2] stocks
[2] stockmarket

Top Words
Top Words in Tweet in Entire Graph:
[2968] #machinelearning
[2841] #iot
[2573] #ai
[2238] #datascience
[2020] #selfdrivingcars
[1970] pinakilaskar
[1969] #bigdata
[1875] #analytics
[1857] #rstats
[1840] #python

Top Words in Tweet in G1:
[660] #machinelearning
[616] pinakilaskar
[441] #artificialintelligence
[441] #algorithms
[424] #deeplearning
[372] interesting
[372] example
[361] #reinforcementlearning
[358] #storytell
[280] #datascience

Top Words in Tweet in G2:
[894] #selfdrivingcars
[417] #ai
[364] mvollmer1
[363] #autonomousvehicles
[316] read
[312] #iot
[308] driving
[296] jeroenbartelse
[287] self
[259] add

Top Words in Tweet in G3:
[1821] #machinelearning
[1678] #iot
[1567] #datascience
[1348] #bigdata
[1325] #analytics
[1325] #rstats
[1296] #python
[1286] #ai
[1006] pinakilaskar
[828] #iiot

Top Words in Tweet in G4:
[304] #ai
[293] #iot
[236] wef
[159] next
[159] #blockchain
[157] #machinelearning
[155] mvollmer1
[154] #3dprint
[152] 15
[152] decade

Top Words in Tweet in G5:
[320] enricomolinari
[260] #iot
[251] #ai
[203] gt
[184] #selfdrivingcars
[118] #bigdata
[118] intengineering
[115] #machinelearning
[108] #datascience
[96] #fintech

Top Words in Tweet in G6:
[256] jeroenbartelse
[154] autonomous
[137] driving
[136] self
[127] vehicles
[110] yandex
[110] uber
[107] group
[107] gets
[107] 150

Top Words in Tweet in G7:
[55] #selfdrivingcars
[14] driving
[12] self
[11] cars
[10] #autonomousvehicles
[10] #artificialintelligence
[8] #ai
[6] 10
[5] car
[5] #uber

Top Words in Tweet in G8:
[20] driverless
[19] innovateuk
[19] aurrigo
[19] makes
[19] breakthrough
[19] pods
[19] technology
[19] #coventry
[19] based
[19] company

Top Words in Tweet in G9:
[18] #selfdrivingcars
[16] #ai
[15] guidaautonoma
[11] #iot
[8] #5g
[7] #autonomousvehicles
[6] #autonomous
[4] more
[4] #selfdriving
[4] #tesla

Top Words in Tweet in G10:
[13] #selfdrivingcars
[10] yandex
[10] group
[10] gets
[10] 150
[10] million
[10] partners
[10] #uber
[10] bring
[10] #autonomousvehicles

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1643] #bigdata,#analytics
[1517] #analytics,#datascience
[1495] #python,#rstats
[1250] #ai,#iot
[1134] #iot,#iiot
[1017] #datascience,#iot
[899] #iiot,#python
[789] #rstats,#tensorflow
[736] #machinelearning,#bigdata
[664] #machinelearning,#artificialintelligence

Top Word Pairs in Tweet in G1:
[386] #machinelearning,#artificialintelligence
[379] #artificialintelligence,#algorithms
[378] #algorithms,#deeplearning
[372] interesting,example
[369] pinakilaskar,interesting
[360] example,#reinforcementlearning
[360] #reinforcementlearning,#machinelearning
[358] #deeplearning,#storytell
[213] #bigdata,#analytics
[195] #python,#rstats

Top Word Pairs in Tweet in G2:
[284] self,driving
[259] read,add
[227] add,#selfdrivingcars
[217] #selfdrivingcars,news
[179] #autonomousvehicles,#selfdrivingcars
[175] #ai,#iot
[155] michigan,plans
[155] plans,world
[155] world,sophisticated
[155] sophisticated,roadway

Top Word Pairs in Tweet in G3:
[1166] #bigdata,#analytics
[1084] #analytics,#datascience
[1059] #python,#rstats
[811] #iot,#iiot
[713] #datascience,#iot
[641] #ai,#iot
[621] #iiot,#python
[541] #rstats,#tensorflow
[504] #machinelearning,#bigdata
[419] #iot,#python

Top Word Pairs in Tweet in G4:
[185] #ai,#iot
[157] #iot,#blockchain
[154] #blockchain,#3dprint
[152] next,decade
[147] technologies,next
[141] 15,technologies
[127] jblefevre60,#ai
[126] wef,jblefevre60
[124] decade,wef
[124] #3dprint,mobile

Top Word Pairs in Tweet in G5:
[130] gt,gt
[128] #ai,#iot
[73] #bigdata,#analytics
[71] #analytics,#datascience
[69] #python,#rstats
[57] #datascience,#iot
[54] #selfdrivingcars,#autonomousvehicles
[49] #iot,#iiot
[44] #iiot,#python
[42] intengineering,enricomolinari

Top Word Pairs in Tweet in G6:
[136] self,driving
[124] autonomous,vehicles
[108] jeroenbartelse,yandex
[107] yandex,self
[107] driving,group
[107] group,gets
[107] gets,150
[107] 150,million
[107] million,partners
[107] partners,uber

Top Word Pairs in Tweet in G7:
[12] self,driving
[6] driving,cars
[6] #selfdrivingcars,#autonomousvehicles
[5] #artificialintelligence,theoretically
[5] theoretically,anyway
[5] anyway,practically
[5] practically,10
[5] 10,years
[5] years,here's
[3] driving,car

Top Word Pairs in Tweet in G8:
[19] aurrigo,makes
[19] makes,breakthrough
[19] breakthrough,driverless
[19] driverless,pods
[19] pods,technology
[19] technology,#coventry
[19] #coventry,based
[19] based,company
[19] company,created
[19] created,#jobs

Top Word Pairs in Tweet in G9:
[10] #ai,#iot
[9] #selfdrivingcars,#ai
[5] #iot,#5g
[4] autonomous,vehicles
[2] fifth,wave
[2] wave,computing
[2] computing,fundamental
[2] fundamental,making
[2] making,world
[2] world,live

Top Word Pairs in Tweet in G10:
[10] yandex,#selfdrivingcars
[10] #selfdrivingcars,group
[10] group,gets
[10] gets,150
[10] 150,million
[10] million,partners
[10] partners,#uber
[10] #uber,bring
[10] bring,#autonomousvehicles
[9] frronconi,yandex

Top Replied-To
Top Replied-To in Entire Graph:
@pinakilaskar
@guidaautonoma
@mobileye
@fisheyebox
@cognitivepilot
@sebastianthrun
@easy_mile
@lewboaim
@asokan_telecom
@businessinsider

Top Replied-To in G1:
@pinakilaskar

Top Replied-To in G2:
@mobileye
@guidaautonoma
@nvidiadrive
@easy_mile
@sebastianthrun
@cognitivepilot
@lewboaim
@businessinsider
@harbrimah

Top Replied-To in G3:
@pinakilaskar
@tamaramccleary
@altbot4
@asokan_telecom
@edgexfoundry
@zoomcarindia

Top Replied-To in G4:
@fisheyebox
@guidaautonoma
@mvollmer1
@pinakilaskar
@fmfrancoise

Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@fisheyebox
@jeroenbartelse
@mvollmer1
@enricomolinari
@guidaautonoma
@wef
@haroldsinnott
@selfdriving360
@jblefevre60

Top Mentioned in G1:
@pinakilaskar
@fisheyebox
@enricomolinari
@robotconsumer
@jeroenbartelse
@fisheyeboxindia
@mvollmer1
@fisheyeboxlab
@guidaautonoma
@haroldsinnott

Top Mentioned in G2:
@mvollmer1
@jeroenbartelse
@selfdriving360
@enricomolinari
@pinakilaskar
@guidaautonoma
@wef
@volvocars
@lumina
@haroldsinnott

Top Mentioned in G3:
@pinakilaskar
@fisheyebox
@guidaautonoma
@whiteheartvic
@aaaamhim
@blogixl
@fisheyeboxindia
@fisheyeboxlab
@enricomolinari
@nayanrajani86

Top Mentioned in G4:
@wef
@mvollmer1
@jblefevre60
@haroldsinnott
@pinakilaskar
@fisheyebox
@cisgroupuk
@jeroenbartelse
@mikequindazzi
@theb1m

Top Mentioned in G5:
@enricomolinari
@intengineering
@pinakilaskar
@mikequindazzi
@fisheyebox
@guidaautonoma
@jeroenbartelse
@wef
@haroldsinnott
@georgewillems1

Top Mentioned in G6:
@jeroenbartelse
@cheddar
@mvollmer1
@enricomolinari
@spirosmargaris
@cgtnglobalbiz
@pawlowskimario
@thepixmoving
@nicochan33
@shicooks

Top Mentioned in G7:
@paulsoncouriers
@spotfolio_news
@ther3plica
@jonahblank

Top Mentioned in G8:
@innovateuk
@ccavgovuk
@aurrigotech
@miraengineering
@ukri_news
@ktnuk
@applusidiada
@jeroenbartelse
@cheddar
@ianwcampbell

Top Mentioned in G9:
@guidaautonoma
@selfdriving360
@nvidia
@arm
@verizon
@nvidiadrive
@pinakilaskar
@naikanjan
@sumitjava
@equitiesinc

Top Mentioned in G10:
@yandex
@frronconi
@bloggertaylor
@drewspavy
@gwillmer_pwc
@globaliqx
@kapillad
@thecryptowoman
@kalydeoo
@achyutaghosh

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@evankirstel
@aaroncuddeback
@iam__network
@malliardreport
@thomasclone
@codernotesbot
@businessinsider

Top Tweeters in G1:
@malliardreport
@thomasclone
@itknowingness
@bot_innovation
@viralvideovlogs
@dreammex
@ricardo_ik_ahau
@yvesmulkers
@dagadgetboi
@merckxcycling

Top Tweeters in G2:
@sectest9
@businessinsider
@cybersecurityn8
@nicochan33
@mashable
@gezgintrk
@ssxman2
@telegraph
@rt_com
@shicooks

Top Tweeters in G3:
@aaroncuddeback
@iam__network
@codernotesbot
@billnigh
@taieb_bot
@xaelbot
@agedchild003
@andrewmorrisuk
@learn__together
@vivmilano

Top Tweeters in G4:
@cybersec_feeds
@fleming77
@reuters
@538355
@nomoreslaves
@gvalan
@techjunkiejh
@cengizuzun15
@ganjasmokercb
@zephyrzap

Top Tweeters in G5:
@chidambara09
@santchiweb
@trippbraden
@simonlporter
@rwang0
@caring_mobile
@data_nerd
@lkafle
@kuriharan
@rldi_lamy

Top Tweeters in G6:
@indignindigente
@washingtonpost
@claireparisjazz
@nekopia01
@btptechsearch
@metropulseusa
@thenextweb
@rkmarar9
@paulosaelias
@taniguchibob

Top Tweeters in G7:
@whymandesign
@bamitav
@fuckyoucommies
@chiefscientist
@websystemer
@datapronetwork
@bigrampoetry
@predictabledata
@jonahblank
@ramaraobobby

Top Tweeters in G8:
@rf_jenkins
@dwarfio
@innovateuk
@ingeniouschi
@iot_automotive
@howardpeartree
@bipchull
@ajmarcelle4real
@sjsedmonds
@ktn_transport

Top Tweeters in G9:
@tmobile
@att
@verizon
@garmin
@jeffkagan
@askn0b0dy
@api_daily
@arm
@here
@softbank

Top Tweeters in G10:
@saeedbaygi
@nevillegaunt
@disappearednews
@kalydeoo
@fogle_shane
@frronconi
@richardeudes
@achyutaghosh
@globaliqx
@gestorprojetos