autonomous driving, Twitter, 1/20/2021 8:17:58 AM, 246037


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autonomous driving Twitter NodeXL SNA Map and Report for keskiviikko, 20 tammikuuta 2021 at 07.50 UT
autonomous driving Twitter NodeXL SNA Map and Report for keskiviikko, 20 tammikuuta 2021 at 07.50 UT
From:
mihkal
Uploaded on:
January 20, 2021
Short Description:
autonomous driving via NodeXL https://bit.ly/3903yNz
@elonmusk
@iot_automotive
@tesla
@waymo
@sawyermerritt
@autonombusiness
@mobileye
@reuters
@guidaautonoma
@zoox

Top hashtags:
#autonomous
#ai
#ces2021
#selfdrivingcars
#autonomousvehicles
#iot
#selfdriving
#5g

Description:
Description
The graph represents a network of 3 502 Twitter users whose recent tweets contained "autonomous driving", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Wednesday, 20 January 2021 at 08:10 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 11-minute period from Tuesday, 12 January 2021 at 11:25 UTC to Wednesday, 20 January 2021 at 07:36 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 : 3502
Unique Edges : 4725
Edges With Duplicates : 986
Total Edges : 5711
Number of Edge Types : 5
Retweet : 1721
Tweet : 1149
MentionsInRetweet : 1571
Mentions : 871
Replies to : 399
Self-Loops : 1175
Reciprocated Vertex Pair Ratio : 0,0222493887530562
Reciprocated Edge Ratio : 0,0435302559196364
Connected Components : 976
Single-Vertex Connected Components : 613
Maximum Vertices in a Connected Component : 1537
Maximum Edges in a Connected Component : 3569
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6,062927
Graph Density : 0,000341013769256756
Modularity : 0,728297
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 3 502 Twitter users whose recent tweets contained "autonomous driving", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Wednesday, 20 January 2021 at 08:10 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 11-minute period from Tuesday, 12 January 2021 at 11:25 UTC to Wednesday, 20 January 2021 at 07:36 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 : TwitterSearch
Graph Term : autonomous driving
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:
[75] https://www.reuters.com/article/gm-microsoft-autonomous/cruise-gm-partner-with-microsoft-to-commercialize-self-driving-vehicles-idUSL4N2JU2W4
[54] https://www.nio.com/blog/nio-launches-first-autonomous-driving-model-et7
[46] https://twitter.com/SchmezerUeli/status/1348706665546313746
[39] https://www3.nhk.or.jp/nhkworld/en/news/backstories/1443/
[33] https://www.cnbc.com/2021/01/18/chinese-electric-carmaker-xpeng-releases-driverless-features-to-rival-tesla-.html
[26] https://www.reuters.com/article/us-gm-microsoft-autonomous/cruise-gm-partner-with-microsoft-to-commercialize-self-driving-vehicles-idUSKBN29O1MO
[26] https://www.ft.com/content/c1caca5b-01f7-41be-85a4-3ecb883f2417
[25] https://www.reuters.com/article/us-gm-microsoft-autonomous-idUSKBN29O1MO?taid=6006fb041a90330001f1c015&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[23] https://m.youtube.com/watch?v=18hX6M1vdjY

[22] https://www.reuters.com/article/us-gm-microsoft-autonomous-idUSKBN29O1MO?taid=6007265f1a90330001f1c0f9&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[18] https://www.cnbc.com/2021/01/18/chinese-electric-carmaker-xpeng-releases-driverless-features-to-rival-tesla-.html
[15] https://www.reuters.com/article/us-gm-microsoft-autonomous/cruise-gm-partner-with-microsoft-to-commercialize-self-driving-vehicles-idUSKBN29O1MO
[10] https://www.mentor.com/products/silicon-yield/blog/post/how-to-use-logic-bist-for-automotive-functional-16288204-1f00-43be-9cb6-094bc882e897?CMPID=8626
[9] https://arxiv.org/abs/2101.05307
[9] https://www.cnbc.com/2021/01/18/chinese-electric-carmaker-xpeng-releases-driverless-features-to-rival-tesla-.html?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.autoblog.com/2021/01/17/nhtsa-autonomous-vehicle-crash-regulation-exemption/?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.reuters.com/article/us-autos-autonomous-safety/u-s-exempts-self-driving-vehicles-from-some-crash-standards-idUSKBN29J29Z
[7] https://www.reuters.com/article/gm-microsoft-autonomous/cruise-gm-partner-with-microsoft-to-commercialize-self-driving-vehicles-idUSL4N2JU2W4
[6] https://seekingalpha.com/news/3652067-xpeng-announces-autonomous-features-for-highway-driving
[5] https://spectrum.ieee.org/transportation/self-driving/this-year-autonomous-trucks-will-take-to-the-road-with-no-one-on-board

Top URLs in Tweet in G2:
[50] https://www.nio.com/blog/nio-launches-first-autonomous-driving-model-et7
[46] https://twitter.com/SchmezerUeli/status/1348706665546313746
[18] https://www.businessinsider.com/elon-musk-plans-1-million-people-to-mars-by-2050-2020-1?r=US&IR=T
[8] https://spectrum.ieee.org/transportation/self-driving/this-year-autonomous-trucks-will-take-to-the-road-with-no-one-on-board
[6] https://www.youtube.com/watch?v=_ucXsNhnS2E

[6] https://www.autofutures.tv/2021/01/14/nio-et7/
[5] https://www.cnbc.com/2021/01/18/chinese-electric-carmaker-xpeng-releases-driverless-features-to-rival-tesla-.html
[3] https://youtu.be/IWFxjerw-9E
[3] https://mchancan.github.io/deepseqslam
[3] https://twitter.com/gurufocus/status/1349760148059926530

Top URLs in Tweet in G3:
[17] https://medium.com/@cogitotech/lidar-sensor-in-autonomous-vehicles-why-it-is-important-for-self-driving-cars-54e9ba8e3cb1
[14] https://www.techspot.com/news/88312-intel-self-driving-tech-division-mobileye-picking-up.html
[9] https://www.aitrends.com/ai-insider/gender-bias-in-the-driving-systems-of-ai-autonomous-cars/
[8] https://giftarticle.ft.com/giftarticle/actions/redeem/2ef193d8-2ab3-4f28-ae38-d15e3e985a29
[7] https://insideevs.com/news/465163/nio-et7-flagship-sedan-debut/
[5] https://techmash.co.uk/2021/01/12/ab-dynamics-swarm-testing-for-adas-and-autonomous-vehicle-development/
[3] https://tdameritradenetwork.com/video/rB4AoXcBFxyBdwJWlCEAig
[3] https://twitter.com/TechCrunch/status/1348709059940261888
[3] https://video.buffer.com/v/6005f49070c24d5a1079ae72
[3] http://www.ecoti.in/micron/redirect.html?str=lpv54Z

Top URLs in Tweet in G4:
[19] https://www.bloomberg.com/news/articles/2021-01-19/aurora-enters-partnership-with-paccar-for-driverless-trucks?utm_content=business&utm_source=twitter&cmpid=socialflow-twitter-business&utm_medium=social&utm_campaign=socialflow-organic
[9] https://www.supplychaintoday.com/teslas-supply-chain-animated/
[6] https://www.businessinsider.com/top-vc-firms-autonomous-vehicles-self-driving-car-2021-1
[6] https://ltad.com/news/girl-scouts-of-northeast-texas-waymo-team-up-to-transport-cookies.html
[5] https://www.businessinsider.com/rising-stars-autonomous-vehicles-waymo-aurora-cruise-nuro-2020-12
[5] https://cheddar.com/media/waymo-talks-regulation-future-of-fully-autonomous-driving-technology
[4] https://www.businessinsider.com/rising-stars-autonomous-vehicles-waymo-aurora-cruise-nuro-2020-12?r=US&IR=T
[4] https://www.smartcitiesdive.com/news/av-policy-should-focus-on-safety-and-public-trust-ces/593454/
[4] https://cheddar.com/media/waymo-looks-to-continue-expanding-autonomous-driving-tech-under-biden
[4] https://www.supplychaintoday.com/quotes-self-driving-cars/

Top URLs in Tweet in G5:
[56] https://www.reuters.com/article/gm-microsoft-autonomous/cruise-gm-partner-with-microsoft-to-commercialize-self-driving-vehicles-idUSL4N2JU2W4
[25] https://www.reuters.com/article/us-gm-microsoft-autonomous-idUSKBN29O1MO?taid=6006fb041a90330001f1c015&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[22] https://www.reuters.com/article/us-gm-microsoft-autonomous-idUSKBN29O1MO?taid=6007265f1a90330001f1c0f9&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/video/watch/breakingviews-tv-tech-carpool-id724171956?chan=2mwlbjr4
[1] https://giftarticle.ft.com/giftarticle/actions/redeem/2ef193d8-2ab3-4f28-ae38-d15e3e985a29
[1] https://www.reuters.com/article/tech-ces-general-motors-flying-car/look-up-in-the-sky-its-a-flying-cadillac-gm-unveils-futuristic-vehicle-idUSKBN29H2O3

Top URLs in Tweet in G7:
[11] https://twitter.com/satyanadella/status/1351534868333617155
[11] http://www.streetinsider.com/Analyst+Comments/UPDATE%3A+Edward+Jones+Starts+Tesla+%28TSLA%29+at+Hold/17816157.html
[5] https://www.cnbc.com/2021/01/18/chinese-electric-carmaker-xpeng-releases-driverless-features-to-rival-tesla-.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.reuters.com/article/us-geely-tencent/chinas-geely-teams-up-with-tencent-on-smart-car-tech-idINKBN29O0NU
[2] https://twitter.com/GinoG01328427/status/1266829563742437376
[2] https://finance.yahoo.com/news/waymo-dropping-term-self-driving-120021770.html
[1] https://www.teslarati.com/tesla-apple-tactic-self-driving-car-ark-invest-cathie-wood/
[1] https://www.theverge.com/2016/1/10/10746020/elon-musk-tesla-autonomous-driving-predictions-summon
[1] https://www.ncsl.org/research/transportation/autonomous-vehicles-self-driving-vehicles-enacted-legislation.aspx

Top URLs in Tweet in G8:
[19] http://motion.stpi.in/
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245512
[5] https://techxplore.com/news/2021-01-autonomous-intelligent-road-europe-edge.html
[4] https://www.linkedin.com/slink?code=d4THPqB
[4] https://www.linkedin.com/slink?code=dg5EAr3
[4] https://www.great.gov.uk/international/content/about-uk/industries/automotive/
[3] https://www.samsung.com/global/business/networks/insights/press-release/0111_mmwave-5g-tcu-is-enabling-new-in-vehicle-experiences/
[3] https://www.reuters.com/article/sense-photonics-lidar-autonomous/sense-photonics-jumps-into-self-driving-fray-with-new-sensor-technology-idUSL1N2JH1XY
[3] https://iot.telekom.com/en/blog/digitizing-the-automobile-industry-with-iot
[3] https://www.intelligenttransport.com/transport-news/114787/china-autonomous-vehicle-laws/

Top URLs in Tweet in G9:
[8] https://www.reuters.com/article/us-gm-microsoft-autonomous/cruise-gm-partner-with-microsoft-to-commercialize-self-driving-vehicles-idUSKBN29O1MO
[7] https://landline.media/av-manufacturers-need-to-abandon-the-word-self-driving/
[5] https://www.theverge.com/2021/1/19/22238407/microsoft-cruise-self-driving-investment-azure-cloud
[5] https://www.torquenews.com/1/walmart-directly-competes-tesla-autonomous-driving/amp
[5] https://arstechnica.com/cars/2021/01/teslas-main-self-driving-rival-isnt-google-its-intels-mobileye/?amp=1
[5] https://www.thestar.com.my/tech/tech-news/2021/01/17/autonomous-driving-in-private-cars-coming-by-2030-supplier-says#.YAPNA1X3vTM.twitter
[5] https://www.scmp.com/tech/start-ups/article/3117624/tesla-rival-xpeng-promises-autonomous-driving-p7-electric-car-owners?utm_term=Autofeed&utm_medium=Social&utm_content=article&utm_source=Twitter#Echobox=1610578028
[4] https://www.forbes.com/sites/lanceeliot/2021/01/17/those-hacked-source-code-breaches-at-microsoft-nissan-mercedes-are-ominous-lessons-for-self-driving-cars/
[4] https://deepai.org/publication/explainability-of-vision-based-autonomous-driving-systems-review-and-challenges
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fonezero.medium.com%2Fex-uber-exec-emil-michael-on-autonomous-driving-saudi-arabia-and-company-culture-74f3a3de6b6c%3Fsource%3Drss-------8-----------------artificial_intelligence

Top URLs in Tweet in G10:
[8] https://www.chinadaily.com.cn/a/202101/12/WS5ffd3322a31024ad0baa207a.html
[5] https://www.youtube.com/watch?app=desktop&v=XuXcQPSzk5E&feature=emb_logo
[5] https://www.youtube.com/watch?app=desktop&v=18hX6M1vdjY
[4] http://www.chinadaily.com.cn/a/202101/12/WS5ffd3657a31024ad0baa209c.html
[3] https://cnevpost.com/2021/01/17/full-speech-of-nio-president-at-china-ev100/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-03572-y
[2] https://neurons.ai/blog/news-stories/is-autonomous-driving-still-worth-pursuing-as-a-career/
[2] https://www.youtube.com/watch?v=KjmQ5Q_3l2k&ab_channel=MobileyeanIntelCompany

[2] http://www.chinadaily.com.cn/a/202101/13/WS5ffe479ea31024ad0baa22ff.html
[1] https://finance.yahoo.com/news/navya-official-launch-navya-solutions-164500770.html

Top Domains
Top Domains in Tweet in Entire Graph:
[221] reuters.com
[165] twitter.com
[108] linkedin.com
[77] youtube.com
[63] cnbc.com
[56] nio.com
[51] businessinsider.com
[43] ft.com
[39] or.jp
[37] co.uk

Top Domains in Tweet in G1:
[71] linkedin.com
[46] reuters.com
[33] cnbc.com
[29] twitter.com
[21] arxiv.org
[16] seekingalpha.com
[13] autoblog.com
[11] mentor.com
[11] esa.int
[10] ieee.org

Top Domains in Tweet in G2:
[52] nio.com
[51] twitter.com
[18] businessinsider.com
[15] youtube.com
[8] ieee.org
[6] autofutures.tv
[5] cnbc.com
[4] engadget.com
[4] electrek.co
[3] startup.jobs

Top Domains in Tweet in G3:
[17] medium.com
[14] techspot.com
[9] aitrends.com
[8] ft.com
[7] insideevs.com
[6] linkedin.com
[5] twitter.com
[5] buffer.com
[5] co.uk
[5] bloomberg.com

Top Domains in Tweet in G4:
[19] bloomberg.com
[17] businessinsider.com
[15] supplychaintoday.com
[9] cheddar.com
[7] readyforsocial.com
[6] youtube.com
[6] ltad.com
[6] seekingalpha.com
[5] reuters.com
[4] twitter.com

Top Domains in Tweet in G5:
[107] reuters.com
[1] ft.com

Top Domains in Tweet in G7:
[13] twitter.com
[11] streetinsider.com
[5] cnbc.com
[2] reuters.com
[2] yahoo.com
[1] teslarati.com
[1] theverge.com
[1] ncsl.org

Top Domains in Tweet in G8:
[19] stpi.in
[15] nodexlgraphgallery.org
[8] reuters.com
[8] linkedin.com
[5] techxplore.com
[4] bloomberg.com
[4] gov.uk
[3] samsung.com
[3] telekom.com
[3] intelligenttransport.com

Top Domains in Tweet in G9:
[12] reuters.com
[9] scmp.com
[8] theverge.com
[7] forbes.com
[7] landline.media
[6] linkedin.com
[6] twitter.com
[5] torquenews.com
[5] co.uk
[5] arstechnica.com

Top Domains in Tweet in G10:
[14] com.cn
[12] youtube.com
[3] cnevpost.com
[2] nature.com
[2] neurons.ai
[1] yahoo.com
[1] benzinga.com
[1] seekingalpha.com
[1] cnbc.com
[1] newmobility.global

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[345] autonomous
[191] ai
[170] ces2021
[166] selfdrivingcars
[145] autonomousvehicles
[118] iot
[116] selfdriving
[90] 5g
[87] machinelearning
[77] driverless



Top Hashtags in Tweet in G1:
[49] iamintel
[33] autonomous
[33] lidar
[16] automotive
[15] ces2021
[14] autonomousvehicles
[14] technology
[14] safety
[13] selfdriving
[12] autonomousdriving

Top Hashtags in Tweet in G2:
[46] nioet7
[46] nionad
[46] kassensturz
[20] autonomous
[6] nioday
[6] electric
[4] lidar
[4] sensors
[4] nioday2020
[4] alwaysforward

Top Hashtags in Tweet in G3:
[75] autonomous
[75] selfdrivingcars
[67] ai
[59] ces2021
[57] autonomousvehicles
[37] deeplearning
[37] iot
[31] machinelearning
[30] 5g
[18] technology

Top Hashtags in Tweet in G4:
[32] autonomous
[20] selfdriving
[14] supplychain
[13] logistics
[9] thankarobot
[9] tsla
[9] elonmusk
[9] auto
[9] ev
[9] scm

Top Hashtags in Tweet in G5:
[2] autonomous
[1] driverless
[1] china
[1] geely
[1] volvo
[1] daimler
[1] tencent
[1] flyingcar
[1] multimodal
[1] vtol

Top Hashtags in Tweet in G8:
[22] ces2021
[19] quantumcomputing
[19] stpimotion
[19] startups
[19] stpiindia
[19] stpicoes
[19] growwithstpi
[17] iot
[16] ml
[16] av

Top Hashtags in Tweet in G9:
[76] ai
[69] autonomous
[59] selfdrivingcars
[53] iot
[51] selfdriving
[42] autonomousvehicles
[40] driverless
[40] tech
[35] microsoft
[34] 5g

Top Hashtags in Tweet in G10:
[11] myfund2022
[8] 5g
[8] ces
[8] covid19
[6] highways
[4] crnc
[3] fordrising
[3] evs
[2] machinelearning
[2] mobileye

Top Words
Top Words in Tweet in Entire Graph:
[3327] driving
[2857] autonomous
[603] vehicles
[544] tesla
[459] cars
[451] car
[418] technology
[376] #autonomous
[310] electric
[300] future

Top Words in Tweet in G1:
[700] driving
[574] autonomous
[139] vehicles
[101] cars
[88] xpeng
[84] tesla
[82] electric
[70] features
[69] car
[64] technology

Top Words in Tweet in G2:
[292] driving
[274] autonomous
[116] elonmusk
[84] nio
[67] tesla
[61] cars
[52] features
[50] safer
[49] teslas
[49] consumer

Top Words in Tweet in G3:
[208] driving
[123] autonomous
[88] #ai
[87] #autonomous
[84] #selfdrivingcars
[79] #autonomousvehicles
[69] #machinelearning
[59] #ces2021
[58] #deeplearning
[58] mobileye

Top Words in Tweet in G4:
[163] driving
[122] autonomous
[59] waymo
[38] technology
[37] cruise
[34] car
[32] #autonomous
[28] aurora
[28] billion
[26] partnership

Top Words in Tweet in G5:
[123] driving
[105] cruise
[104] microsoft
[103] partner
[103] vehicles
[74] gm
[70] commercialize
[25] car
[22] maker
[22] majority

Top Words in Tweet in G6:
[108] autonomous
[107] driving
[105] tesla
[105] interested
[105] technology
[2] tuxedolabs

Top Words in Tweet in G7:
[122] tesla
[118] autonomous
[118] driving
[50] edward
[50] jones
[49] electric
[46] vehicles
[45] market
[45] business
[45] battery

Top Words in Tweet in G8:
[123] autonomous
[112] driving
[44] car
[35] software
[33] vehicles
[32] vehicle
[31] real
[31] #machinelearning
[30] #ml
[30] google

Top Words in Tweet in G9:
[102] driving
[87] #ai
[86] #autonomous
[83] #selfdriving
[78] #autonomousvehicles
[75] #driverless
[73] #iot
[72] #tech
[67] #robotics
[67] #machinelearning

Top Words in Tweet in G10:
[99] driving
[97] autonomous
[28] artificial
[26] technology
[24] intelligence
[23] ev
[22] stocks
[20] energy
[19] vehicles
[18] market

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1838] autonomous,driving
[268] driving,cars
[224] driving,vehicles
[220] driving,technology
[148] partner,microsoft
[146] autonomous,vehicles
[139] driving,car
[119] autonomous,vehicle
[118] cruise,gm
[110] interested,autonomous

Top Word Pairs in Tweet in G1:
[355] autonomous,driving
[65] driving,cars
[57] driving,vehicles
[53] highway,driving
[53] autonomous,features
[50] features,highway
[44] electric,carmaker
[43] autonomous,vehicles
[43] chinese,electric
[43] carmaker,xpeng

Top Word Pairs in Tweet in G2:
[227] autonomous,driving
[56] driving,cars
[48] nio,autonomous
[46] #nioet7,features
[46] features,nio's
[46] nio's,nad
[46] nad,nio
[46] driving,technology
[46] technology,bringing
[46] bringing,safer

Top Word Pairs in Tweet in G3:
[55] autonomous,driving
[46] #selfdrivingcars,#autonomous
[43] #machinelearning,#deeplearning
[37] #ai,#machinelearning
[35] #ai,#iot
[31] #autonomous,spirosmargaris
[31] spirosmargaris,mvollmer1
[31] mvollmer1,nicochan33
[28] driving,cars
[27] intel,mobileye

Top Word Pairs in Tweet in G4:
[86] autonomous,driving
[24] driving,technology
[23] driving,startup
[19] aurora,innovation
[19] innovation,autonomous
[19] startup,10
[19] 10,billion
[19] billion,valuation
[19] valuation,entered
[19] entered,strategic

Top Word Pairs in Tweet in G5:
[103] partner,microsoft
[81] driving,vehicles
[71] cruise,gm
[70] gm,partner
[70] microsoft,commercialize
[70] commercialize,driving
[22] driving,car
[22] car,maker
[22] maker,cruise
[22] cruise,majority

Top Word Pairs in Tweet in G6:
[106] autonomous,driving
[105] tesla,interested
[105] interested,autonomous
[105] driving,technology

Top Word Pairs in Tweet in G7:
[107] autonomous,driving
[50] edward,jones
[44] electric,vehicles
[43] tesla,market
[43] market,leader
[43] leader,electric
[43] vehicles,future
[43] future,business
[43] business,opportunities
[43] opportunities,software

Top Word Pairs in Tweet in G8:
[57] autonomous,driving
[23] autonomous,vehicles
[19] automotive,companies
[19] companies,leverage
[19] leverage,#quantumcomputing
[19] #quantumcomputing,enable
[19] enable,autonomous
[19] driving,software
[19] software,analyse
[19] analyse,vehicle

Top Word Pairs in Tweet in G9:
[65] #ai,#iot
[65] #iot,#5g
[65] #5g,#autonomousvehicles
[65] #robotics,#driverless
[65] #startup,#robot
[64] #robot,#machinelearning
[63] #startups,#startup
[62] #driverless,#driverlesscars
[60] #driverlesscars,#startups
[56] #selfdrivingcars,#ai

Top Word Pairs in Tweet in G10:
[89] autonomous,driving
[24] artificial,intelligence
[11] millennials,eating
[11] eating,tide
[11] tide,pods
[11] pods,controlling
[11] controlling,wall
[11] wall,street
[11] street,trends
[11] trends,tho

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@joeblynam
@prasoonpratham
@stockexchangesh
@coiledspringcap
@diyrobocars
@schmezerueli
@jayymei
@aottrades

Top Replied-To in G1:
@growth_lean

Top Replied-To in G2:
@elonmusk
@schmezerueli
@greentheonly
@teslahype
@galacticbull
@nioglobal
@comma_ai
@japantimes
@scrutatorv
@therealhakuma

Top Replied-To in G3:
@intel
@calcalistech
@amnonshashua

Top Replied-To in G4:
@gm
@bmw
@botjunkie
@kodiakrobotics
@sunset_len
@cruise
@peterthiel
@alexa_stjohn
@marketcurrents
@cnet

Top Replied-To in G5:
@reuters
@poxenium

Top Replied-To in G6:
@tuxedolabs

Top Replied-To in G7:
@goldfiinger77
@electrekco
@sawyermerritt
@teslarati
@matchasmmatt
@lebeaucarnews
@garyblack00
@teslaownersebay
@kerryleeeee
@uberalphatech

Top Replied-To in G8:
@esa_tech
@loyaltyarm
@appleterminal

Top Replied-To in G9:
@soulingerna
@bhodges73

Top Replied-To in G10:
@elonmusk
@coiledspringcap
@stockexchangesh
@jayymei
@aottrades
@lucidmotors
@jimcramer
@stantradingman
@manpree31938145
@jimfarley98

Top Mentioned
Top Mentioned in Entire Graph:
@elonmusk
@tesla
@mobileye
@nicochan33
@zoox
@amazon
@spirosmargaris
@shicooks
@waymo
@andi_staub

Top Mentioned in G1:
@aftvitaliy
@plastechmag
@roboram7
@4dollarwebsite

Top Mentioned in G2:
@elonmusk
@tesla
@nioglobal
@ieeespectrum
@youtube
@nio_americas
@niodeutschland
@engadget
@botjunkie
@p_ferragu

Top Mentioned in G3:
@nicochan33
@spirosmargaris
@shicooks
@jblefevre60
@andi_staub
@mobileye
@haroldsinnott
@mvollmer1
@pawlowskimario
@intel

Top Mentioned in G4:
@waymo
@cruise
@gm
@microsoft
@aurora_inno
@cheddar
@norakali
@carsinsider
@quinalty
@tesla

Top Mentioned in G5:
@mak_robyn
@breakingviews
@reuters

Top Mentioned in G7:
@1stprincipleinv
@elonmusk
@alex_avoigt
@fredericlambert
@asymco
@28delayslater
@teslaownerssv
@teslarati
@street_insider
@lexfridman

Top Mentioned in G8:
@ces
@apple
@google
@business
@elonmusk
@applertweet
@sandrafellous_
@stpiindia
@mobileye
@analytics_699

Top Mentioned in G9:
@mikequindazzi
@fishertyson
@scmpnews
@siliconangle
@aptiv
@techau
@2025ad
@ooida
@reuters

Top Mentioned in G10:
@fetch_ai
@jimcramer
@aottrades
@lucidmotors
@nature
@ford
@jimfarley98
@thesaiddeep
@mrzackmorris
@tesla

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@sectest9
@rashidaldosari
@cybersec_feeds
@chidambara09
@libertad717
@jacekwierzbicki
@gambiste1
@evankirstel
@eggry

Top Tweeters in G1:
@jacekwierzbicki
@crweworld
@jenkers_en
@flyin18t
@flashalert_me
@stanleysuen
@dubvnow
@marketstodays
@staronline
@patesalo_e

Top Tweeters in G2:
@sandoly
@cnbc
@ml_tweet_bot
@jfjabbo
@archillect
@digitaldecoded1
@ffrreemarkets
@forbes
@japantimes
@hiltonholloway

Top Tweeters in G3:
@evankirstel
@xaelbot
@andrewmorrisuk
@ssxman2
@nicochan33
@northwind1ndn
@akwyz
@shicooks
@serverlessfan
@openmarketingtv

Top Tweeters in G4:
@marketcurrents
@businessinsider
@business
@ken_crichlow
@amazingchevvolt
@ansisegle
@dokscho
@xzpwedvhhh37i3c
@financialtimes
@souzaeluam

Top Tweeters in G5:
@eggry
@john1966olsen
@habbradley
@reuters
@marconavarrolor
@jmhamiltonblog
@takinyera
@krishworlds
@killerpress
@broadway700

Top Tweeters in G6:
@artistgam3r
@dragondoomlord
@thunder_owl
@oskartres
@mrwimky
@frick
@corwinb87
@luckyca33995280
@antlerweasel
@heyitzducky

Top Tweeters in G7:
@zerohedge
@fox5sandiego
@28delayslater
@zickyx
@mkucala
@jpr007
@fxhedgers
@mrhegonedrink
@asymco
@teslaownerssv

Top Tweeters in G8:
@llnuxbot
@ilovebooks786
@jacobussystems
@nekopia01
@applertweet
@epuujee
@detroitnews
@sandrafellous_
@fmfrancoise
@30xcodes

Top Tweeters in G9:
@sectest9
@chidambara09
@cybersecurityn8
@calcaware
@hubofml
@erangatennakoon
@scmpnews
@microsoftrtweet
@datasciencebot_
@moqil

Top Tweeters in G10:
@gambiste1
@into_ai
@galarole08
@artificialbra1n
@chinadaily
@jimcramer
@onyeigboasef
@c_r_h_m
@trestylesporter
@shazalimohamed8


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