#selfdrivingcars, Twitter, 1/19/2022 7:46:21 PM, 270302


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#selfdrivingcars_2022-01-19_05-36-01.xlsx
#selfdrivingcars_2022-01-19_05-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3nBRiJW
@robotconsumer
@khulood_almani
@guidaautonoma
@jeroenbartelse
@mvollmer1
@analytics_699
@ronald_vanloon
@fisheyebox
@pinakilaskar
@spirosmargaris

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

Description:
Description
The graph represents a network of 1,583 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, 19 January 2022 at 13:47 UTC.

The requested start date was Wednesday, 19 January 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 14-day, 1-hour, 46-minute period from Tuesday, 04 January 2022 at 19:34 UTC to Tuesday, 18 January 2022 at 21:20 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 : 1583
Unique Edges : 3488
Edges With Duplicates : 18183
Total Edges : 21671
Number of Edge Types : 5
MentionsInRetweet : 12286
Mentions : 2214
Retweet : 6418
Tweet : 679
Replies to : 74
Self-Loops : 974
Reciprocated Vertex Pair Ratio : 0.0324590163934426
Reciprocated Edge Ratio : 0.0628771038424897
Connected Components : 121
Single-Vertex Connected Components : 89
Maximum Vertices in a Connected Component : 1400
Maximum Edges in a Connected Component : 21388
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.117587
Graph Density : 0.00251486839068389
Modularity : 0.175271
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,583 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, 19 January 2022 at 13:47 UTC.

The requested start date was Wednesday, 19 January 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 14-day, 1-hour, 46-minute period from Tuesday, 04 January 2022 at 19:34 UTC to Tuesday, 18 January 2022 at 21:20 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:
[797] https://jobpreference.com/
[116] https://www.jobpreference.com/
[57] https://twitter.com/iot_automotive/timelines/1122115041417887744
[48] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[46] https://drivebycuriosity.blogspot.com/2021/12/economics-case-for-self-driving-cars.html
[43] https://www.alarabiya.net/technology/2022/01/06/%D9%88%D8%A7%D8%AA%D8%B3%D8%A7%D8%A8-%D9%8A%D8%B3%D8%AA%D9%87%D9%84-%D8%B9%D8%A7%D9%85-2022-%D8%A8%D8%AA%D8%AD%D8%AF%D9%8A%D8%AB-%D8%A7%D9%84%D8%B5%D9%88%D8%B1%D8%A9-
[39] https://www.alarabiya.net/aswaq/companies/2022/01/05/%D8%A7%D9%84%D9%85%D9%86%D8%A7%D9%81%D8%B3%D8%A9-%D8%AA%D8%AD%D8%AA%D8%AF%D9%85-%D8%B3%D9%88%D9%86%D9%8A-%D8%AA%D8%A4%D8%B3%D8%B3-%D8%B4%D8%B1%D9%83%D8%A9-%D8%AC%D8%AF%D9%8A%D8%AF%D8%A9-%D9%84%D9%84%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D9%83%D9%87%D8%B1%D8%A8%D8%A7%D8%A6%D9%8A%D8%A9-
[37] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702
[35] https://www.theverge.com/2022/1/12/22878565/nuro-driverless-delivery-vehicle-third-generation-air-bag
[35] https://towardsdatascience.com/my-top-5-predictions-for-ai-in-2022-b5745646899

Top URLs in Tweet in G1:
[381] https://jobpreference.com/
[44] https://www.jobpreference.com/
[35] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[30] https://towardsdatascience.com/my-top-5-predictions-for-ai-in-2022-b5745646899
[22] https://www.iotworldtoday.com/2022/01/04/ces-2022-survey-finds-ai-self-driving-cars-as-the-future/
[17] https://www.alarabiya.net/technology/2022/01/06/%D9%88%D8%A7%D8%AA%D8%B3%D8%A7%D8%A8-%D9%8A%D8%B3%D8%AA%D9%87%D9%84-%D8%B9%D8%A7%D9%85-2022-%D8%A8%D8%AA%D8%AD%D8%AF%D9%8A%D8%AB-%D8%A7%D9%84%D8%B5%D9%88%D8%B1%D8%A9-
[16] https://jimharris.com/magazine-articles/death-to-driving/
[15] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[14] https://www.alarabiya.net/aswaq/companies/2022/01/05/%D8%A7%D9%84%D9%85%D9%86%D8%A7%D9%81%D8%B3%D8%A9-%D8%AA%D8%AD%D8%AA%D8%AF%D9%85-%D8%B3%D9%88%D9%86%D9%8A-%D8%AA%D8%A4%D8%B3%D8%B3-%D8%B4%D8%B1%D9%83%D8%A9-%D8%AC%D8%AF%D9%8A%D8%AF%D8%A9-%D9%84%D9%84%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D9%83%D9%87%D8%B1%D8%A8%D8%A7%D8%A6%D9%8A%D8%A9-
[13] https://www.cnet.com/roadshow/videos/cadillac-innerspace-an-autonomous-luxury-concept/

Top URLs in Tweet in G2:
[141] https://jobpreference.com/
[25] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702
[22] https://www.jobpreference.com/
[18] https://www.lasserouhiainen.com/2021/03/05/21-artificial-intelligence-examples-and-use-cases/
[14] https://www.theverge.com/2022/1/12/22878565/nuro-driverless-delivery-vehicle-third-generation-air-bag
[12] https://www.teslarati.com/tesla-semi-first-customer-deliveries-date-pepsico/amp/
[12] https://roboticsandautomationnews.com/2022/01/14/auto-systems-giant-magna-acquires-autonomous-shuttle-startup-optimus-ride/48381/
[12] https://twitter.com/iot_automotive/timelines/1122115041417887744
[11] https://www.argo.ai/media-download/id-buzz-ad-on-munich-public-roads/#
[11] https://app.best/

Top URLs in Tweet in G3:
[260] https://jobpreference.com/
[47] https://www.jobpreference.com/
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269506
[10] https://www.linkedin.com/posts/pinakilaskar_aritificalintelligence-deeplearning-neuralnetworks-activity-6886523772933820416-kb36
[10] https://www.linkedin.com/posts/pinakilaskar_conversationsforchange-futureofwork-thoughtleader-activity-6888794072715161600-0bh1
[8] https://www.linkedin.com/posts/pinakilaskar_ai-datascience-robotics-activity-6885048180736593920-E90o
[8] https://www.linkedin.com/posts/pinakilaskar_futureofwork-conversationsforchange-fisheyebox-activity-6888403098042146816-7GK6
[8] https://paperswithcode.com/paper/implicit-mle-backpropagating-through-discrete
[7] https://www.linkedin.com/posts/pinakilaskar_ai-ml-robotics-activity-6884357541275422721-Rm4h
[6] https://www.linkedin.com/posts/pinakilaskar_mathematics-futureofwork-conversationsforchange-activity-6887297496805064704-cn-r

Top URLs in Tweet in G4:
[12] https://www.theverge.com/2022/1/5/22866190/volvo-ride-pilot-level-3-autonomous-subscription-california
[12] https://www.theverge.com/2022/1/12/22878565/nuro-driverless-delivery-vehicle-third-generation-air-bag
[10] https://www.cnet.com/roadshow/videos/cadillac-innerspace-an-autonomous-luxury-concept/
[8] https://www.autoevolution.com/news/self-driving-cab-less-delivery-van-can-carry-up-2000-lbs-of-cargo-make-80-stops-per-run-178163.html
[8] https://www.axios.com/a-new-reality-check-on-self-driving-cars-cd99ae35-6317-4b68-ad2e-f37ca6d64321.html?utm_content=bufferf3270&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.designboom.com/technology/pininfarina-xingtu-heavy-duty-truck-deepway-baidu-01-13-2022/
[4] https://interestingengineering.com/self-driving-semitruck-completes-an-80-mile-route-with-no-human-on-board
[2] https://cnevpost.com/2021/12/22/alibaba-backed-autox-built-dedicated-robotaxi-production-line/
[2] https://www.dailymail.co.uk/news/article-10382499/Self-driving-Formula-1-cars-hit-115mph-autonomous-race-Las-Vegas.html?ns_mchannel=rss&ns_campaign=1490&ito=1490
[1] https://www.nytimes.com/2021/12/23/business/tesla-self-driving-regulations.html

Top URLs in Tweet in G5:
[18] https://www.alarabiya.net/aswaq/companies/2022/01/05/%D8%A7%D9%84%D9%85%D9%86%D8%A7%D9%81%D8%B3%D8%A9-%D8%AA%D8%AD%D8%AA%D8%AF%D9%85-%D8%B3%D9%88%D9%86%D9%8A-%D8%AA%D8%A4%D8%B3%D8%B3-%D8%B4%D8%B1%D9%83%D8%A9-%D8%AC%D8%AF%D9%8A%D8%AF%D8%A9-%D9%84%D9%84%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D9%83%D9%87%D8%B1%D8%A8%D8%A7%D8%A6%D9%8A%D8%A9-
[18] https://www.alarabiya.net/technology/2022/01/06/%D9%88%D8%A7%D8%AA%D8%B3%D8%A7%D8%A8-%D9%8A%D8%B3%D8%AA%D9%87%D9%84-%D8%B9%D8%A7%D9%85-2022-%D8%A8%D8%AA%D8%AD%D8%AF%D9%8A%D8%AB-%D8%A7%D9%84%D8%B5%D9%88%D8%B1%D8%A9-
[9] https://www.alarabiya.net/aswaq/special-stories/2021/12/30/%D8%AA%D9%88%D9%82%D8%B9%D8%A7%D8%AA-%D8%A8%D8%A7%D9%86%D8%AA%D8%B9%D8%A7%D8%B4-%D9%83%D8%A8%D9%8A%D8%B1-%D9%81%D9%8A-%D8%B3%D9%88%D9%82-%D8%A7%D9%84%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D9%83%D9%87%D8%B1%D8%A8%D8%A7%D8%A6%D9%8A%D8%A9-%D8%AE%D9%84%D8%A7%D9%84-2022
[6] https://arabic.rt.com/car/1309916-%D8%B3%D9%8A%D8%A7%D8%B1%D8%A9-%D8%A7%D9%82%D8%AA%D8%B5%D8%A7%D8%AF%D9%8A%D8%A9-%D9%88%D8%B1%D8%AE%D9%8A%D8%B5%D8%A9-%D8%A7%D9%84%D8%AB%D9%85%D9%86-%D8%AA%D8%BA%D8%B2%D9%88-%D8%A3%D8%B3%D9%88%D8%A7%D9%82-%D8%A7%D9%84%D8%B5%D9%8A%D9%86-%D9%88%D8%A7%D9%84%D8%B9%D8%A7%D9%84%D9%85/
[5] https://www.skynewsarabia.com/business/1490205
[5] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269973
[4] https://aitnews.com/2021/12/17/%D8%A3%D9%88%D8%A8%D8%B1-%D8%AA%D8%AE%D8%AA%D8%A8%D8%B1-%D8%A7%D9%84%D8%AA%D9%88%D8%B5%D9%8A%D9%84-%D8%A7%D9%84%D8%B0%D8%A7%D8%AA%D9%8A-%D9%84%D9%84%D8%B7%D8%B9%D8%A7%D9%85-%D9%81%D9%8A-%D8%A7%D9%84/
[4] https://www.alarabiya.net/aswaq/special-stories/2021/12/15/%D8%A3%D9%83%D8%A8%D8%B1-%D8%B5%D8%A7%D9%86%D8%B9-%D8%B3%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D9%81%D9%8A-%D8%A7%D9%84%D8%B9%D8%A7%D9%84%D9%85-%D8%AA%D8%B1%D8%B5%D8%AF-%D8%B9%D8%B4%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D9%85%D9%84%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D9%84%D8%AE%D8%B7%D9%81-%D8%A7%D9%84%D8%B5%D8%AF%D8%A7%D8%B1%D8%A9-%D9%85%D9%86-%D8%AA%D8%B3%D9%84%D8%A7
[3] https://www.youtube.com/watch?v=nSz-9EaRqEE&feature=youtu.be

[3] http://usabilitygeek.com/smart-car-app-design/?utm_content=buffer6e310&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[4] https://www.supplychaintoday.com/quotes-self-driving-cars/
[4] https://www.supplychaintoday.com/artificial-intelligence-machine-learning-quotes-top-minds
[1] https://twitter.com/i/web/status/1481624621837393923
[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://news.youexec.com/briefs/what-to-look-forward-to-from-ces-2022-metaverse-self-driving-and-smarter-devices?pt=-USER_BRACELET-
[1] https://veille-cyber.com/latest-jolting-ai-ethics-concern-is-that-ai-can-inextricably-embody-political-biases
[1] https://torc.ai/how-autonomous-trucks-can-help-solve-the-supply-chain-crisis-if-approached-the-right-way/
[1] https://www.designboom.com/technology/pininfarina-xingtu-heavy-duty-truck-deepway-baidu-01-13-2022/
[1] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269973
[1] https://www.theverge.com/2022/1/12/22878565/nuro-driverless-delivery-vehicle-third-generation-air-bag

Top URLs in Tweet in G7:
[4] https://disruptive.asia/self-driving-electric-car-wars-tech-alliances-formeces/
[4] 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://twitter.com/argoai/status/1479468091016990722
[2] https://techxplore.com/news/2022-01-self-driving-cars-history-ces.html
[2] https://www.futurecar.com/
[2] https://www.theverge.com/2022/1/9/22875382/tesla-full-self-driving-beta-assertive-profile
[2] https://newatlas.com/automotive/best-self-driving-car-designs/
[1] https://readyforsocial.com/6e9189d4bd5e
[1] https://www3.nhk.or.jp/nhkworld/en/news/20220105_20/
[1] https://techcrunch.com/2022/01/04/intels-mobileye-autonomous-driving-chip-for-consumer-vehicles/

Top URLs in Tweet in G8:
[1] https://www.detroitnews.com/story/business/autos/2022/01/18/felony-charges-first-involving-driver-using-autopilot/6565206001/
[1] http://Alu-Guss-Sauerland.de
[1] https://www.youtube.com/watch?v=asylOkktDEA&feature=youtu.be


Top URLs in Tweet in G9:
[1] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269973

Top URLs in Tweet in G10:
[15] https://jobpreference.com/
[3] https://lidarnews.com/press-releases/lumotive-introduces-open-lidar-api-to-accelerate/
[3] https://www.jobpreference.com/
[2] https://lidarnews.com/press-releases/here-releases-global-library-of-terrestrial-lidar/
[2] https://blog.lidarnews.com/autonomous-truck-completes-80-mile-trip-driverless/
[2] https://blog.lidarnews.com/autonomous-tractor-is-ready-for-production/
[2] https://blog.lidarnews.com/terrestrial-lidar-data-global-library-released/
[2] https://blog.lidarnews.com/level-3-autonomous-cars-will-rely-on-lidar/
[1] https://www.maximizemarketresearch.com/market-report/global-self-driving-car-market/35592/?utm_source=mohit&utm_medium=twitter
[1] https://twitter.com/lidarnews/status/1481007004260917249

Top Domains
Top Domains in Tweet in Entire Graph:
[913] jobpreference.com
[212] medium.com
[182] twitter.com
[167] linkedin.com
[96] alarabiya.net
[95] theverge.com
[53] nodexlgraphgallery.org
[47] techcrunch.com
[46] hdmotori.it
[46] blogspot.com

Top Domains in Tweet in G1:
[425] jobpreference.com
[59] medium.com
[55] linkedin.com
[32] alarabiya.net
[30] towardsdatascience.com
[22] iotworldtoday.com
[16] jimharris.com
[14] twitter.com
[14] nodexlgraphgallery.org
[13] theverge.com

Top Domains in Tweet in G2:
[163] jobpreference.com
[140] medium.com
[45] theverge.com
[43] techcrunch.com
[43] hdmotori.it
[42] twitter.com
[35] aci.it
[29] linkedin.com
[28] forbes.com
[19] dmove.it

Top Domains in Tweet in G3:
[307] jobpreference.com
[75] linkedin.com
[22] twitter.com
[18] nodexlgraphgallery.org
[8] medium.com
[8] paperswithcode.com
[7] alarabiya.net
[6] arrow.com
[4] youtube.com
[2] photonics.com

Top Domains in Tweet in G4:
[24] theverge.com
[10] cnet.com
[8] autoevolution.com
[8] axios.com
[6] designboom.com
[4] interestingengineering.com
[2] nodexlgraphgallery.org
[2] cnevpost.com
[2] co.uk
[1] nytimes.com

Top Domains in Tweet in G5:
[49] alarabiya.net
[6] rt.com
[6] twitter.com
[5] skynewsarabia.com
[5] nodexlgraphgallery.org
[4] aitnews.com
[3] youtube.com
[3] usabilitygeek.com
[1] nasdaq.com
[1] youtu.be

Top Domains in Tweet in G6:
[8] supplychaintoday.com
[1] twitter.com
[1] mckinsey.com
[1] youexec.com
[1] veille-cyber.com
[1] torc.ai
[1] designboom.com
[1] nodexlgraphgallery.org
[1] theverge.com
[1] medium.com

Top Domains in Tweet in G7:
[16] twitter.com
[5] readyforsocial.com
[4] linkedin.com
[4] disruptive.asia
[4] futurecar.com
[4] the-next-tech.com
[3] theverge.com
[3] medium.com
[3] pioneeringminds.com
[2] youtube.com

Top Domains in Tweet in G8:
[1] detroitnews.com
[1] alu-guss-sauerland.de
[1] youtube.com

Top Domains in Tweet in G9:
[1] nodexlgraphgallery.org

Top Domains in Tweet in G10:
[18] jobpreference.com
[13] lidarnews.com
[7] twitter.com
[1] maximizemarketresearch.com
[1] list-manage.com
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5107] ai
[2558] selfdrivingcars
[2371] machinelearning
[1958] bigdata
[1748] python
[1688] datascientist
[1560] iot
[1449] analytics
[1086] coding
[1022] rstats



Top Hashtags in Tweet in G1:
[1740] ai
[938] machinelearning
[742] python
[662] bigdata
[617] datascientist
[547] analytics
[430] coding
[428] transport
[416] selfdrivingcars
[387] rstats

Top Hashtags in Tweet in G2:
[1667] ai
[1176] selfdrivingcars
[907] iot
[528] machinelearning
[505] bigdata
[475] 5g
[474] autonomousvehicles
[373] autonomous
[339] datascientist
[290] python

Top Hashtags in Tweet in G3:
[1312] ai
[822] machinelearning
[718] bigdata
[717] datascientist
[635] python
[582] analytics
[431] rstats
[418] coding
[328] datascience
[307] transport

Top Hashtags in Tweet in G4:
[113] selfdrivingcars
[56] ai
[50] autonomousvehicles
[42] science
[42] nature
[15] autonomous
[10] ces
[10] ces2022
[9] fintech
[8] realitycheck

Top Hashtags in Tweet in G5:
[103] ev
[85] selfdrivingcars
[85] ai
[70] smartcities
[63] tech
[62] iot
[55] تقنية
[54] flutter
[52] innovation
[51] javascript

Top Hashtags in Tweet in G6:
[92] ai
[64] artificialintelligence
[56] mi
[40] autonomousvehicles
[36] selfdrivingcars
[13] machinelearning
[12] iot
[7] automation
[6] bigdata
[5] autonomous

Top Hashtags in Tweet in G7:
[110] selfdrivingcars
[19] autonomousvehicles
[17] tesla
[12] technology
[10] ai
[8] electriccars
[6] ces2022
[6] cars
[6] automotive
[5] autonomousdriving

Top Hashtags in Tweet in G8:
[17] selfdrivingcars
[7] tesla
[4] autonomous
[4] kittyinu
[4] kittykart
[4] kittyverse
[4] kittykrew
[3] elonmusk
[3] ai
[3] selfdrivingcar

Top Hashtags in Tweet in G9:
[2] analytics
[2] machinelearning
[2] ai
[2] rstats
[2] reactjs
[2] ml
[2] nlp
[2] iot
[2] linux
[2] serverless

Top Hashtags in Tweet in G10:
[45] ai
[24] selfdrivingcars
[24] machinelearning
[24] python
[22] lidar
[19] analytics
[18] transport
[18] coding
[14] bigdata
[13] rstats

Top Words
Top Words in Tweet in Entire Graph:
[5109] #ai
[2558] #selfdrivingcars
[2371] #machinelearning
[1958] #bigdata
[1748] #python
[1688] #datascientist
[1560] #iot
[1449] #analytics
[1121] guidaautonoma
[1086] #coding

Top Words in Tweet in G1:
[1740] #ai
[938] #machinelearning
[742] #python
[662] #bigdata
[617] #datascientist
[547] #analytics
[462] #selfdriving
[430] #coding
[428] #transport
[426] need

Top Words in Tweet in G2:
[1667] #ai
[1176] #selfdrivingcars
[907] #iot
[820] guidaautonoma
[528] #machinelearning
[505] #bigdata
[475] #5g
[474] #autonomousvehicles
[379] #autonomous
[344] #selfdriving

Top Words in Tweet in G3:
[1312] #ai
[822] #machinelearning
[718] #bigdata
[717] #datascientist
[635] #python
[582] #analytics
[431] #rstats
[418] #coding
[401] fisheyebox
[328] #datascience

Top Words in Tweet in G4:
[138] jeroenbartelse
[113] #selfdrivingcars
[56] #ai
[53] driving
[52] algorithms
[50] #autonomousvehicles
[50] frronconi
[42] mimic
[42] ants
[42] move

Top Words in Tweet in G5:
[103] #ev
[94] khulood_almani
[85] #selfdrivingcars
[85] #ai
[70] #smartcities
[64] co
[63] #tech
[62] #iot
[55] #تقنية
[54] #flutter

Top Words in Tweet in G6:
[92] #ai
[86] ronald_vanloon
[65] china
[64] #artificialintelligence
[64] deliver
[64] gigadgets_
[63] packages
[62] vehicles
[60] unmanned
[60] around

Top Words in Tweet in G7:
[110] #selfdrivingcars
[52] driving
[38] self
[22] cars
[19] #autonomousvehicles
[18] more
[17] car
[17] #tesla
[12] #technology
[12] autonomous

Top Words in Tweet in G8:
[22] tesla
[17] #selfdrivingcars
[11] elonmusk
[7] driving
[7] #tesla
[6] self
[5] future
[4] #autonomous
[4] imagine
[4] kitty

Top Words in Tweet in G9:
[3] this0499154500
[3] chidambara09
[3] salhaj
[3] fmfrancoise
[3] jcampsays
[3] eli_krumova
[3] sgjane1
[3] kirkdborne
[3] nvidiaai
[3] vyom_srivastava

Top Words in Tweet in G10:
[45] #ai
[24] #selfdrivingcars
[24] #machinelearning
[24] #python
[22] #lidar
[20] #selfdriving
[19] #analytics
[18] jobpreference
[18] need
[18] job

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1636] #ai,#datascientist
[1633] #datascientist,#bigdata
[1362] #bigdata,#machinelearning
[1091] #machinelearning,#analytics
[918] #ai,#transport
[918] #transport,#python
[918] #python,#coding
[913] need,job
[913] job,sign
[913] sign,middleman

Top Word Pairs in Tweet in G1:
[599] #datascientist,#bigdata
[594] #ai,#datascientist
[489] #bigdata,#machinelearning
[427] #ai,#transport
[427] #transport,#python
[427] #python,#coding
[425] jobpreference,need
[425] need,job
[425] job,sign
[425] sign,middleman

Top Word Pairs in Tweet in G2:
[492] #ai,#iot
[489] #selfdrivingcars,#ai
[393] #iot,#5g
[332] #ai,#datascientist
[329] #datascientist,#bigdata
[303] #ai,#selfdrivingcars
[292] #bigdata,#machinelearning
[253] #selfdrivingcars,#iot
[234] #machinelearning,#analytics
[225] #5g,#autonomousvehicles

Top Word Pairs in Tweet in G3:
[695] #ai,#datascientist
[690] #datascientist,#bigdata
[569] #bigdata,#machinelearning
[466] #machinelearning,#analytics
[320] #analytics,#datascience
[307] need,job
[307] job,sign
[307] sign,middleman
[307] middleman,free
[307] free,charge

Top Word Pairs in Tweet in G4:
[42] frronconi,#selfdrivingcars
[42] #selfdrivingcars,algorithms
[42] algorithms,mimic
[42] mimic,ants
[42] ants,move
[42] move,groups
[42] groups,#autonomousvehicles
[42] #autonomousvehicles,#ai
[42] #ai,#science
[42] #science,#nature

Top Word Pairs in Tweet in G5:
[52] #ev,#selfdrivingcars
[47] #bigdata,#iot
[47] #digital,#javascript
[47] #javascript,#coding
[47] #selfdrivingcars,#smartcities
[46] #datascience,#bigdata
[46] #coding,#flutter
[45] #iot,#tech
[45] #tech,#innovation
[45] #flutter,#100daysofcode

Top Word Pairs in Tweet in G6:
[63] deliver,packages
[63] china,gigadgets_
[63] gigadgets_,#ai
[60] #ai,#artificialintelligence
[60] unmanned,vehicles
[60] vehicles,deliver
[60] packages,around
[60] around,cities
[60] cities,china
[59] ronald_vanloon,unmanned

Top Word Pairs in Tweet in G7:
[36] self,driving
[13] driving,cars
[7] #autonomousvehicles,#selfdrivingcars
[6] #selfdrivingcars,#automotive
[6] #automotive,#electriccars
[5] major,automakers
[5] ties,key
[5] autonomous,driving
[4] driving,car
[4] many,people

Top Word Pairs in Tweet in G8:
[5] self,driving
[4] imagine,future
[4] future,kitty
[4] kitty,exploded
[4] exploded,tesla
[4] tesla,#kittyinu
[4] #kittyinu,#kittykart
[4] #kittykart,#kittyverse
[4] #kittyverse,#kittykrew
[4] full,self

Top Word Pairs in Tweet in G9:
[3] chidambara09,salhaj
[3] salhaj,fmfrancoise
[3] fmfrancoise,jcampsays
[3] jcampsays,eli_krumova
[3] eli_krumova,sgjane1
[3] sgjane1,kirkdborne
[3] kirkdborne,nvidiaai
[3] nvidiaai,vyom_srivastava
[3] vyom_srivastava,nodexl
[2] rootnk,michaelbathurst

Top Word Pairs in Tweet in G10:
[18] jobpreference,need
[18] need,job
[18] job,sign
[18] sign,middleman
[18] middleman,free
[18] free,charge
[18] charge,#ai
[18] #ai,#transport
[18] #transport,#python
[18] #python,#coding

Top Replied-To
Top Replied-To in Entire Graph:
@guidaautonoma
@labordeolivier
@frronconi
@theadityapatro
@tobiaskintzel
@betamoroney
@jeroenbartelse
@eli_krumova
@tesla
@hana_elsayyed

Top Replied-To in G1:
@khulood_almani
@betamoroney
@tobiaskintzel
@hana_elsayyed
@guidaautonoma
@lyakovet
@globaliqx
@jblefevre60

Top Replied-To in G2:
@digitalcolmer

Top Replied-To in G5:
@guidaautonoma
@labordeolivier
@frronconi
@theadityapatro
@jeroenbartelse
@eli_krumova
@albertoemachado
@betamoroney
@tobiaskintzel
@bimedotcom

Top Replied-To in G8:
@tesla
@elonmusk
@mymodl3

Top Replied-To in G9:
@rootnk
@chidambara09

Top Mentioned
Top Mentioned in Entire Graph:
@guidaautonoma
@fisheyebox
@analytics_699
@jobpreference
@pinakilaskar
@khulood_almani
@jeroenbartelse
@pawlowskimario
@mikequindazzi
@glengilmore

Top Mentioned in G1:
@jobpreference
@khulood_almani
@analytics_699
@fisheyebox
@pinakilaskar
@guidaautonoma
@glengilmore
@pawlowskimario
@akwyz
@fisheyeboxindia

Top Mentioned in G2:
@guidaautonoma
@mikequindazzi
@fisheyebox
@analytics_699
@jobpreference
@pinakilaskar
@kred
@worldtrendsinfo
@eli_krumova
@khulood_almani

Top Mentioned in G3:
@fisheyebox
@pinakilaskar
@analytics_699
@jobpreference
@guidaautonoma
@mvollmer1
@khulood_almani
@robotconsumer
@pawlowskimario
@haroldsinnott

Top Mentioned in G4:
@jeroenbartelse
@frronconi
@indyachallenge
@spirosmargaris
@mvollmer1
@shi4tech
@verge
@pawlowskimario
@nuro
@mckinsey

Top Mentioned in G5:
@khulood_almani
@ces
@pawlowskimario
@nicochan33
@enricomolinari
@albertoemachado
@frronconi
@shi4tech
@theadityapatro
@enilev

Top Mentioned in G6:
@ronald_vanloon
@gigadgets_
@wevolverapp
@curieuxexplorer
@zoox
@nicoc
@jeroenbartelse
@mvollmer1
@digitaltrends
@cnet

Top Mentioned in G7:
@futurecar_media
@seanyseanysaeny
@iotworlds
@iamrkdash
@trafficsafety4u
@nathancoppedge
@setdeep

Top Mentioned in G8:
@tesla
@elonmusk
@frankncents1
@olexandr
@taylorogan
@blueskykites
@tesl
@driveteslaca
@ford
@fordtrucks

Top Mentioned in G9:
@this0499154500
@salhaj
@fmfrancoise
@jcampsays
@eli_krumova
@sgjane1
@kirkdborne
@nvidiaai
@vyom_srivastava
@nodexl

Top Mentioned in G10:
@jobpreference
@analytics_699
@lidarcomex
@lidarnews
@microdrones
@pinakilaskar
@fisheyebox
@navvis_muc
@gogeomatics
@tusimpleai

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

Top Tweeters in G1:
@chidambara09
@xaelbot
@codedailybot
@ipythonistabot
@morolswediu
@coder_487
@jfsebastian146
@lorimoreno
@coderretweet
@fabriciosx

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@cybersecurityn8
@evankirstel
@artificialbra1n
@dancas2
@hubofml
@botcybersec
@micheleangelo13
@godfrey_g_

Top Tweeters in G3:
@thedeveloperbot
@4tchat
@thomasclone
@ml_tweet_bot
@azuerbot
@thesecretjunio1
@serverlessfan
@gdautoart
@fullnam35087976
@spiffygillespie

Top Tweeters in G4:
@riki26287444
@dailymailuk
@drferdowsi
@bernardo_pirola
@ernieschell
@the_plugseeker
@verge
@dtw_om
@sachatb
@ivanov_alexei_

Top Tweeters in G5:
@fluttbot
@emperatriz1827
@lesguer_lionel
@drrueckauf
@bendevbot
@gosquad22
@ennomnom
@drjdrooghaag
@venturebeat
@adtsa1

Top Tweeters in G6:
@ilovebooks786
@glaciarblue
@techpearce2
@hernangraffe
@news_nocode
@ronald_vanloon
@soca2k2e
@arcano17
@bigfundu
@manriquevaldor

Top Tweeters in G7:
@ailsaforshaw
@treacl
@iotworlds
@brotherezra
@rayagua1031
@crabdiving
@michaeltchong
@fremontcyril
@thenexttech2018
@kuwaittimesnews

Top Tweeters in G8:
@tsla__bot
@almendra9497
@scottlegrand
@driveteslaca
@richard_bunker
@whatsupfranks
@bigbeardstream
@elonmusk
@mymodl3
@markrechtin

Top Tweeters in G9:
@jeffbullas
@brucevh
@salhaj
@michaelbathurst
@jeremyhl
@kirkdborne
@carbonumjist
@rootnk
@aliciagworld
@keesmanmatthijs

Top Tweeters in G10:
@discovertech3
@opensource_orgs
@scibot6
@rebelgeo
@wxinthecity
@huawei
@audiin
@gogeomatics
@volvocars
@gothamvirtual