#selfdrivingcars, Twitter, 2/3/2022 1:04:50 AM, 271203


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#selfdrivingcars_2022-02-02_05-36-01.xlsx
#selfdrivingcars_2022-02-02_05-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 03, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3HjWOJ0
@robotconsumer
@khulood_almani
@guidaautonoma
@pinakilaskar
@mvollmer1
@fisheyebox
@jeroenbartelse
@analytics_699
@frronconi
@ronald_vanloon

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

Description:
Description
The graph represents a network of 1,623 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, 02 February 2022 at 13:49 UTC.

The requested start date was Wednesday, 02 February 2022 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 17-day, 22-hour, 51-minute period from Friday, 14 January 2022 at 22:39 UTC to Tuesday, 01 February 2022 at 21:31 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 : 1623
Unique Edges : 3185
Edges With Duplicates : 19118
Total Edges : 22303
Number of Edge Types : 5
Tweet : 801
Retweet : 6252
MentionsInRetweet : 12957
Mentions : 2225
Replies to : 68
Self-Loops : 1058
Reciprocated Vertex Pair Ratio : 0.0286203941730934
Reciprocated Edge Ratio : 0.0556481172942353
Connected Components : 107
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 1401
Maximum Edges in a Connected Component : 21956
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.134199
Graph Density : 0.00227995681681257
Modularity : 0.165904
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,623 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, 02 February 2022 at 13:49 UTC.

The requested start date was Wednesday, 02 February 2022 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 17-day, 22-hour, 51-minute period from Friday, 14 January 2022 at 22:39 UTC to Tuesday, 01 February 2022 at 21:31 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:
[801] https://www.jobpreference.com/
[182] https://jobpreference.com/
[56] https://twitter.com/iot_automotive/timelines/1122115041417887744
[47] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1012474806830321615
[28] https://twitter.com/iot_automotive/timelines/1369658804976062464
[27] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270698
[26] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702
[23] https://arxiv.org/abs/2201.00042
[21] https://www.forbes.com/sites/lanceeliot/2022/02/01/exploring-those-ethical-ai-forebodings-about-veritable-societal-imprisonment-via-modern-day-autonomous-mobilized-panopticons-courtesy-of-ai-based-self-driving-cars/
[21] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-part-2-489b9cda9bb8?_branch_match_id=link-1015540173804658821

Top URLs in Tweet in G1:
[331] https://www.jobpreference.com/
[66] https://jobpreference.com/
[30] https://twitter.com/iot_automotive/timelines/1122115041417887744
[17] https://twitter.com/iot_automotive/timelines/1369658804976062464
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270698
[13] https://www.linkedin.com/posts/pinakilaskar_ml-ai-algorithms-activity-6893414581063282688-tdFd
[12] https://arxiv.org/abs/2201.00042
[11] https://www.linkedin.com/posts/pinakilaskar_autonomousvehicles-safety-transport-activity-6893758750294192129-tVcH
[9] https://www.linkedin.com/posts/pinakilaskar_conversationsforchange-futureofwork-thoughtleader-activity-6888794072715161600-0bh1
[8] https://www.linkedin.com/posts/pinakilaskar_futureofwork-conversationsforchange-fisheyebox-activity-6888403098042146816-7GK6

Top URLs in Tweet in G2:
[141] https://www.jobpreference.com/
[34] https://jobpreference.com/
[20] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1012474806830321615
[19] https://twitter.com/iot_automotive/timelines/1122115041417887744
[18] https://www.selfdrivingcars360.com/
[17] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270698
[16] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702
[15] https://Catalog.selfdrivingcars360.com/
[13] https://www.hotcars.com/nuros-latest-autonomy-delivery-van-is-ready-to-go-shopping/amp/
[12] https://roboticsandautomationnews.com/2022/01/14/auto-systems-giant-magna-acquires-autonomous-shuttle-startup-optimus-ride/48381/

Top URLs in Tweet in G3:
[329] https://www.jobpreference.com/
[82] https://jobpreference.com/
[27] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1012474806830321615
[16] https://www.fastcompany.com/90680914/meet-oishii-the-tesla-of-strawberries-that-could-upend-the-1-3-trillion-produce-market
[15] https://www.forbes.com/sites/lanceeliot/2022/02/01/exploring-those-ethical-ai-forebodings-about-veritable-societal-imprisonment-via-modern-day-autonomous-mobilized-panopticons-courtesy-of-ai-based-self-driving-cars/
[10] https://arxiv.org/abs/2201.00042
[10] https://www.forbes.com/sites/lanceeliot/2021/07/19/when-ai-self-driving-cars-sue-due-to-dangerous-roadway-conditions/
[9] https://www.designboom.com/technology/pininfarina-xingtu-heavy-duty-truck-deepway-baidu-01-13-2022/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270302
[9] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702

Top URLs in Tweet in G4:
[9] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[6] https://www.forbes.com/sites/lanceeliot/2021/07/19/when-ai-self-driving-cars-sue-due-to-dangerous-roadway-conditions/
[5] https://www.designboom.com/technology/pininfarina-xingtu-heavy-duty-truck-deepway-baidu-01-13-2022/
[2] https://www.businessinsider.com/flying-car-evtol-power-players-evtol-joby-lilium-vcs-urban-air-taxis
[2] https://www.forbes.com/sites/lanceeliot/2022/02/01/exploring-those-ethical-ai-forebodings-about-veritable-societal-imprisonment-via-modern-day-autonomous-mobilized-panopticons-courtesy-of-ai-based-self-driving-cars/
[1] https://news.cgtn.com/news/2022-01-07/China-sets-6G-speed-world-record-10-to-20-times-faster-than-5G-16CDcRwT8A0/
[1] https://elements.visualcapitalist.com/ranked-top-10-ev-battery-makers/
[1] https://www.reddit.com/r/HistoryPorn/comments/rntc1z/charging_an_electric_amc_gremlin_at_a_curbside
[1] https://apple.news/A8uA4MKVETMmBUSAKFVU2XA
[1] https://apple.news/APMMZpJzgQW6lJ18G-l8wiQ

Top URLs in Tweet in G5:
[4] https://www.supplychaintoday.com/quotes-self-driving-cars/
[4] https://www.supplychaintoday.com/artificial-intelligence-machine-learning-quotes-top-minds
[3] https://www.supplychaintoday.com/ai-supremacy-super-intelligence-quantum-computers-documentary/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270302
[2] https://www.supplychaintoday.com/guide-to-artificial-intelligence-for-executives/
[2] https://www.supplychaintoday.com/artificial-intelligence-machine-learning-quotes-top-minds/
[1] https://www.mckinsey.com/business-functions/mckinsey-analytics/our-insights/how-artificial-intelligence-can-deliver-real-value-to-companies?utm_content=buffer19843&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.designboom.com/technology/pininfarina-xingtu-heavy-duty-truck-deepway-baidu-01-13-2022/

Top URLs in Tweet in G6:
[4] https://disruptive.asia/teslas-biggest-products-this-year-self-driving-car-and-humanoid-robot/
[3] https://www.the-next-tech.com/top-10/top-10-companies-to-work-for-as-a-robotics-engineer/?utm_source=twitter&utm_medium=social&utm_campaign=TNT
[2] https://forum.blackhorseoffroad.com/threads/let-your-truck-look-like-a-beauty-but-wheel-like-a-beast.51/
[2] https://www.instagram.com/accounts/login/
[2] https://www.theguardian.com/technology/2022/jan/26/self-driving-car-users-should-have-immunity-from-offences-report?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1482454465030463492
[1] https://lnkd.in/gxwWXq8e?es_id=c4d9c50c92
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=bf44b4ee-78a6-11ec-8b2e-52746d6c4864&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMS0xNy9jaGluYS1zLXRlY2huaWNhbC1ldi1zcGVjcy1hcmUtYW4taW50ZXJlc3RpbmctcmVndWxhdG9yeS1pbnNpZ2h0LWt5aWx2aGtr
[1] https://insidebigdata.com/2021/08/15/navigating-driver-privacy-and-safety-of-electric-vehicles-self-driving-vehicles/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-many-electric-cars-should-a-family-own-aa7c146ebae4%3Fsource%3Dfalse---------0

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=hx7BXih7zx8&feature=youtu.be

[1] https://www.bbc.co.uk/news/business-60149374
[1] https://techcrunch.com/2022/01/20/advanced-driver-assistance-tech-in-cars-today-wont-pass-iihs-new-safety-rating/
[1] https://www.theguardian.com/technology/2022/jan/26/self-driving-car-users-should-have-immunity-from-offences-report
[1] https://www.youtube.com/watch?v=ml5meauKOEA&feature=youtu.be

[1] https://www.detroitnews.com/story/business/autos/2022/01/18/felony-charges-first-involving-driver-using-autopilot/6565206001/

Top URLs in Tweet in G9:
[1] https://arstechnica.com/cars/2022/02/tesla-recalls-53822-cars-because-they-wont-stop-at-stop-signs/?utm_content=buffer7b1c6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnet.com/roadshow/news/electric-cars-diesels-europe/
[1] https://www.cnet.com/roadshow/news/gm-ev-motor-new-york-investment/?utm_content=buffer4aa5f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnet.com/roadshow/news/gm-michigan-ev-battery-production-investment-chevy-silverado-gmc-sierra-ev/
[1] https://www.cnet.com/roadshow/news/lotus-electric-sports-car-tease/
[1] https://mashable.com/article/porsche-taycan-ev-charging-record?utm_content=buffera9e50&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.theverge.com/2022/1/14/22881883/bollinger-electric-truck-postpone-delivery-van?utm_content=buffer599be&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.theverge.com/2022/1/26/22901349/self-driving-coaltion-rebrand-autonomous-vehicle-industry-tesla
[1] https://www.digitaltrends.com/news/more-bad-news-for-tesla-cybertruck-customers/?utm_content=buffer9393c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.rtoinsider.com/articles/29426-doe-dot-office-rollout-ev-infrastructure-funds?utm_content=buffer95407&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[983] jobpreference.com
[233] medium.com
[173] linkedin.com
[126] twitter.com
[97] forbes.com
[90] nodexlgraphgallery.org
[82] selfdrivingcars360.com
[59] aci.it
[55] theverge.com
[51] arxiv.org

Top Domains in Tweet in G1:
[397] jobpreference.com
[90] linkedin.com
[60] twitter.com
[28] nodexlgraphgallery.org
[26] arxiv.org
[12] alarabiya.net
[6] medium.com
[5] forbes.com
[3] exxactcorp.com
[2] skynewsarabia.com

Top Domains in Tweet in G2:
[175] jobpreference.com
[164] medium.com
[80] selfdrivingcars360.com
[55] aci.it
[49] theverge.com
[40] forbes.com
[37] twitter.com
[35] hdmotori.it
[33] nodexlgraphgallery.org
[32] autonews.com

Top Domains in Tweet in G3:
[411] jobpreference.com
[51] medium.com
[50] linkedin.com
[42] forbes.com
[23] nodexlgraphgallery.org
[20] arxiv.org
[16] fastcompany.com
[13] twitter.com
[13] alarabiya.net
[9] designboom.com

Top Domains in Tweet in G4:
[11] medium.com
[8] forbes.com
[5] designboom.com
[3] businessinsider.com
[3] apple.news
[2] nodexlgraphgallery.org
[2] twitter.com
[1] cgtn.com
[1] visualcapitalist.com
[1] reddit.com

Top Domains in Tweet in G5:
[15] supplychaintoday.com
[2] nodexlgraphgallery.org
[1] mckinsey.com
[1] designboom.com

Top Domains in Tweet in G6:
[6] twitter.com
[5] linkedin.com
[4] disruptive.asia
[4] pioneeringminds.com
[3] the-next-tech.com
[2] blackhorseoffroad.com
[2] bloomberg.com
[2] instagram.com
[2] youtube.com
[2] reuters.com

Top Domains in Tweet in G7:
[2] youtube.com
[1] co.uk
[1] techcrunch.com
[1] theguardian.com
[1] detroitnews.com

Top Domains in Tweet in G9:
[7] thenextweb.com
[5] cnet.com
[5] youtube.com
[5] slashgear.com
[4] wired.com
[2] arstechnica.com
[2] theverge.com
[2] nytimes.com
[2] gizmodo.com
[1] mashable.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4917] ai
[3006] selfdrivingcars
[1773] machinelearning
[1638] iot
[1629] python
[1520] bigdata
[1397] datascientist
[1307] analytics
[1177] coding
[1075] transport



Top Hashtags in Tweet in G1:
[1666] ai
[756] machinelearning
[749] bigdata
[730] datascientist
[706] python
[666] selfdrivingcars
[580] analytics
[560] coding
[501] datascience
[398] rstats

Top Hashtags in Tweet in G2:
[1685] ai
[1455] selfdrivingcars
[991] iot
[616] autonomousvehicles
[558] 5g
[458] autonomous
[427] machinelearning
[332] bigdata
[301] python
[270] analytics

Top Hashtags in Tweet in G3:
[1448] ai
[611] python
[556] machinelearning
[464] selfdrivingcars
[451] analytics
[426] bigdata
[421] coding
[420] datascientist
[411] transport
[304] rstats

Top Hashtags in Tweet in G4:
[98] selfdrivingcars
[79] autonomousvehicles
[53] electriccars
[35] ai
[26] electricvehicles
[23] 5g
[21] china
[19] automotive
[12] machinelearning
[9] evs

Top Hashtags in Tweet in G5:
[56] ai
[53] artificialintelligence
[43] mi
[37] selfdrivingcars
[27] autonomousvehicles
[12] robotics
[9] machinelearning
[8] automation
[7] driverless
[5] supplychain

Top Hashtags in Tweet in G6:
[78] selfdrivingcars
[12] autonomousvehicles
[11] automotive
[10] tesla
[9] electriccars
[6] ai
[5] driverlesscars
[5] robots
[5] elonmusk
[4] electricvehicles

Top Hashtags in Tweet in G7:
[16] selfdrivingcars
[4] kittyinu
[4] kittykart
[4] kittyverse
[4] kittykrew
[2] video
[2] tesla
[2] ev
[2] electricvehicles
[2] autopilot

Top Hashtags in Tweet in G8:
[1] driverless
[1] technews
[1] driverlesscars
[1] selfdrivingcars
[1] ai

Top Hashtags in Tweet in G9:
[56] electriccars
[56] cars
[56] smartcars
[51] selfdrivingcars
[49] rides
[46] whips
[46] futurecars
[46] speed
[3] hacking
[3] cybersecurity

Top Hashtags in Tweet in G10:
[20] centrallocking
[5] booktwitter
[3] free
[3] kindleunlimited
[3] writingcommunity
[3] iartg
[3] scifibooks
[3] mybookagents
[3] selfdrivingcars
[1] bookboost

Top Words
Top Words in Tweet in Entire Graph:
[4902] #ai
[3006] #selfdrivingcars
[1773] #machinelearning
[1638] #iot
[1629] #python
[1553] guidaautonoma
[1520] #bigdata
[1397] #datascientist
[1307] #analytics
[1204] #selfdriving

Top Words in Tweet in G1:
[1658] #ai
[756] #machinelearning
[749] #bigdata
[730] #datascientist
[706] #python
[666] #selfdrivingcars
[580] #analytics
[560] #coding
[501] #datascience
[425] need

Top Words in Tweet in G2:
[1681] #ai
[1455] #selfdrivingcars
[1004] guidaautonoma
[991] #iot
[616] #autonomousvehicles
[558] #5g
[461] #autonomous
[427] #machinelearning
[426] #selfdriving
[332] #bigdata

Top Words in Tweet in G3:
[1444] #ai
[611] #python
[556] #machinelearning
[538] khulood_almani
[508] #selfdriving
[464] #selfdrivingcars
[451] #analytics
[441] guidaautonoma
[426] #bigdata
[426] need

Top Words in Tweet in G4:
[98] #selfdrivingcars
[82] mvollmer1
[79] #autonomousvehicles
[53] #electriccars
[37] around
[36] mashable
[35] #ai
[35] cities
[35] jeroenbartelse
[35] driving

Top Words in Tweet in G5:
[60] ronald_vanloon
[56] #ai
[53] #artificialintelligence
[43] #mi
[40] deliver
[39] unmanned
[39] vehicles
[39] packages
[39] around
[39] cities

Top Words in Tweet in G6:
[78] #selfdrivingcars
[37] driving
[26] self
[17] cars
[17] car
[13] autonomous
[12] #autonomousvehicles
[11] #automotive
[11] vehicles
[9] #electriccars

Top Words in Tweet in G7:
[16] #selfdrivingcars
[14] tesla
[8] future
[7] elonmusk
[4] imagine
[4] kitty
[4] exploded
[4] #kittyinu
[4] #kittykart
[4] #kittyverse

Top Words in Tweet in G8:
[30] experiencing
[30] revolution
[30] driverless
[30] technology
[30] maybe
[30] near
[30] future
[30] vehicles
[30] road
[29] ai_mogo

Top Words in Tweet in G9:
[56] #electriccars
[56] #cars
[56] #smartcars
[51] #selfdrivingcars
[49] #rides
[46] #whips
[46] #futurecars
[46] #speed
[19] electric
[17] ev

Top Words in Tweet in G10:
[20] car
[20] tried
[20] kill
[20] pacy
[20] action
[20] packed
[20] claustrophobic
[20] clever
[20] #centrallocking
[20] 99

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1317] #ai,#datascientist
[1311] #datascientist,#bigdata
[1147] #bigdata,#machinelearning
[983] need,job
[983] job,sign
[983] sign,middleman
[983] middleman,free
[983] free,charge
[983] charge,#ai
[983] #ai,#transport

Top Word Pairs in Tweet in G1:
[692] #ai,#datascientist
[688] #datascientist,#bigdata
[604] #bigdata,#machinelearning
[514] #machinelearning,#analytics
[413] #analytics,#datascience
[397] need,job
[397] job,sign
[397] sign,middleman
[397] middleman,free
[397] free,charge

Top Word Pairs in Tweet in G2:
[628] #selfdrivingcars,#ai
[556] #ai,#iot
[503] #iot,#5g
[357] #ai,#selfdrivingcars
[306] #selfdrivingcars,#iot
[265] #iot,#connectedcar
[258] #5g,#autonomousvehicles
[230] mikequindazzi,#ai
[229] #ai,#datascientist
[227] #datascientist,#bigdata

Top Word Pairs in Tweet in G3:
[411] jobpreference,need
[411] need,job
[411] job,sign
[411] sign,middleman
[411] middleman,free
[411] free,charge
[411] charge,#ai
[411] #ai,#transport
[411] #transport,#python
[411] #python,#coding

Top Word Pairs in Tweet in G4:
[52] #autonomousvehicles,#selfdrivingcars
[51] #selfdrivingcars,#electriccars
[35] around,cities
[34] self,driving
[33] water,taxis
[33] taxis,make
[33] make,moving
[33] moving,around
[33] cities,easier
[33] easier,mashable

Top Word Pairs in Tweet in G5:
[45] #ai,#artificialintelligence
[39] unmanned,vehicles
[39] vehicles,deliver
[39] deliver,packages
[39] packages,around
[39] around,cities
[39] cities,china
[39] china,gigadgets_
[39] gigadgets_,#ai
[38] ronald_vanloon,unmanned

Top Word Pairs in Tweet in G6:
[24] self,driving
[9] driving,cars
[8] autonomous,driving
[7] driving,car
[6] #autonomousvehicles,#selfdrivingcars
[6] #selfdrivingcars,#automotive
[6] #automotive,#electriccars
[6] #tesla,#selfdrivingcars
[5] driving,software
[5] #driverlesscars,#selfdrivingcars

Top Word Pairs in Tweet in G7:
[4] imagine,future
[4] future,kitty
[4] kitty,exploded
[4] exploded,tesla
[4] tesla,#kittyinu
[4] #kittyinu,#kittykart
[4] #kittykart,#kittyverse
[4] #kittyverse,#kittykrew
[3] wow,tesla
[3] tesla,customer

Top Word Pairs in Tweet in G8:
[30] experiencing,revolution
[30] revolution,driverless
[30] driverless,technology
[30] technology,maybe
[30] maybe,near
[30] near,future
[30] future,vehicles
[30] vehicles,road
[29] ai_mogo,experiencing
[29] road,comp

Top Word Pairs in Tweet in G9:
[56] #electriccars,#cars
[56] #cars,#smartcars
[51] #smartcars,#selfdrivingcars
[49] #selfdrivingcars,#rides
[46] #rides,#whips
[46] #futurecars,#speed
[44] #whips,#futurecars
[7] roadshow,#electriccars
[5] electric,cars
[5] #speed,thenextweb

Top Word Pairs in Tweet in G10:
[20] car,tried
[20] tried,kill
[20] kill,pacy
[20] pacy,action
[20] action,packed
[20] packed,claustrophobic
[20] claustrophobic,clever
[20] clever,#centrallocking
[20] #centrallocking,99
[17] davidtwilby,car

Top Replied-To
Top Replied-To in Entire Graph:
@guidaautonoma
@labordeolivier
@jeroenbartelse
@mercedesbenz
@tesla
@theadityapatro
@bimedotcom
@development_rt
@elonmusk
@globaliqx

Top Replied-To in G1:
@guidaautonoma
@labordeolivier
@jeroenbartelse
@development_rt
@theadityapatro
@hana_elsayyed
@eli_krumova
@analytics_699
@michaelbathurst
@guidokerkhof

Top Replied-To in G2:
@mercedesbenz
@philkoopman
@tesla

Top Replied-To in G3:
@globaliqx
@labordeolivier
@jeroenbartelse
@bimedotcom
@jamesvgingerich
@jblefevre60

Top Replied-To in G7:
@elonmusk
@tesla
@nedsfeed
@mercedesbenz
@luminartech

Top Mentioned
Top Mentioned in Entire Graph:
@guidaautonoma
@khulood_almani
@jobpreference
@fisheyebox
@pinakilaskar
@analytics_699
@akwyz
@glengilmore
@fisheyeboxindia
@procurementstar

Top Mentioned in G1:
@pinakilaskar
@fisheyebox
@jobpreference
@khulood_almani
@kred
@eli_krumova
@analytics_699
@guidaautonoma
@mckinsey
@vcelements

Top Mentioned in G2:
@guidaautonoma
@mikequindazzi
@analytics_699
@fisheyebox
@jobpreference
@pinakilaskar
@pawlowskimario
@khulood_almani
@motorcycletwitt
@worldtrendsinfo

Top Mentioned in G3:
@khulood_almani
@guidaautonoma
@jobpreference
@akwyz
@glengilmore
@fisheyeboxindia
@procurementstar
@procurement2030
@fisheyebox
@nicoc

Top Mentioned in G4:
@mvollmer1
@mashable
@jeroenbartelse
@cgtnglobalbiz
@ipfconline1
@guidaautonoma
@pawlowskimario
@cogitotech
@analytics_699
@lanceeliot

Top Mentioned in G5:
@ronald_vanloon
@gigadgets_
@digitaltrends
@rethinkrobotics
@supplychainblog
@davidsmith4324
@maxjcm
@cnet
@supplychain123
@jeroenbartelse

Top Mentioned in G6:
@alvinleito
@trucksoff
@setdeep

Top Mentioned in G7:
@tesla
@elonmusk
@legaleagle
@frankncents1
@luminartech
@barnacules
@srust99
@klarens_malluta
@art2people_xyz
@uniquecol_xyz

Top Mentioned in G8:
@ai_mogo

Top Mentioned in G9:
@foxmental_x
@thenextweb
@slashgear
@cnet
@wired
@drgitlin
@verge
@nytimes
@gizmodo
@mashable

Top Mentioned in G10:
@davidtwilby

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@iartg
@cybersecurityn8
@evankirstel

Top Tweeters in G1:
@cybersec_feeds
@javascriptd
@thedeveloperbot
@discovertech3
@lorimoreno
@thomasclone
@_funbot
@botcybersec
@womencodersbot
@ssxman2

Top Tweeters in G2:
@sectest9
@cybersecurityn8
@evankirstel
@artificialbra1n
@reuters
@hubofml
@dataaugmented
@ml_tweet_bot
@calcaware
@godfrey_g_

Top Tweeters in G3:
@chidambara09
@xaelbot
@codedailybot
@ipythonistabot
@morolswediu
@coder_487
@jfsebastian146
@coderretweet
@fabriciosx
@fluttbot

Top Tweeters in G4:
@gezgintrk
@mashable
@prqosjdyofn1ylj
@yvesmulkers
@drrueckauf
@ene3112
@ipfconline1
@dontcryindokid
@calzole
@johnsnowmtainer

Top Tweeters in G5:
@cnet
@michaelbathurst
@xbrlstandard
@pierre018
@ronald_vanloon
@robtiffany
@booly_supply
@firoozye
@awatila
@cmemertens

Top Tweeters in G6:
@ailsaforshaw
@techjunkiejh
@jais_george
@videoactualize
@androidworldit
@lgomezperu
@thenexttech2018
@brandsynario
@r3con78
@autojoshng

Top Tweeters in G7:
@barnacules
@angelweddiy
@legaleagle
@almendra9497
@ford
@driveteslaca
@bigbeardstream
@elonmusk
@taylorogan
@markrechtin

Top Tweeters in G8:
@swatidr3
@a_a_b_and_a_a_p
@ajayday10756916
@bamne_shridhar
@tir659
@chaudary_gaurav
@mitroanup
@rstechnology87c
@mahendr16135442
@gbengaj10544472

Top Tweeters in G9:
@bbcnews
@nytimes
@johnny_queer
@bbcworld
@rawstory
@foxmental_x
@thenextweb
@shyredmd
@gizmodo
@slashgear

Top Tweeters in G10:
@iartg
@dominicpiper1
@freeboostpromo
@johnapp63499667
@kjwatersauthor
@mystery_tomes
@dunedin_media
@russell_writer
@millerdon501don
@tanweer_dar