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#selfdrivingcars_2023-03-08_05-29-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2023
Short Description:
#selfdrivingcars via NodeXL PERMANENTLY_REMOVED
@jeffkagan
@evankirstel
@chidambara09
@robotconsumer
@khulood_almani
@guidaautonoma
@mvollmer1
@ronald_vanloon
@analytics_659
@activithink

Top hashtags:
#digitalhealth
#healthtech
#cx
#smartcity
#web3
#vive2023
#csuite

Description:
Description
The graph represents a network of 1,268 Twitter users whose recent tweets contained "#selfdrivingcars", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 13:36 UTC.

The tweets in the network were tweeted over the 843-day, 19-hour, 17-minute period from Saturday, 14 November 2020 at 05:33 UTC to Wednesday, 08 March 2023 at 00:51 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1268
Unique Edges : 1379
Edges With Duplicates : 12917
Total Edges : 14296
Number of Edge Types : 8
Retweet : 3215
MentionsInRetweet : 4304
Replies to : 30
MentionsInReplyTo : 204
Mentions : 5008
Tweet : 396
Quote : 361
MentionsInQuote : 778
Self-Loops : 4446
Reciprocated Vertex Pair Ratio : 0.0328237410071942
Reciprocated Edge Ratio : 0.0635611667392251
Connected Components : 91
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 1112
Maximum Edges in a Connected Component : 14093
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.525271
Graph Density : 0.00142976653163662
Modularity : 0.129109
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,268 Twitter users whose recent tweets contained "#selfdrivingcars", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 13:36 UTC.

The tweets in the network were tweeted over the 843-day, 19-hour, 17-minute period from Saturday, 14 November 2020 at 05:33 UTC to Wednesday, 08 March 2023 at 00:51 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[118] https://twitter.com/EvanKirstel/status/1631633619771875330/video/1
[20] https://www.forbes.com/sites/forbesfinancecouncil/2023/02/27/13-finance-experts-recommend-tech-tools-for-managing-business-and-personal-finances/
[18] https://www.dailymail.co.uk/sciencetech/article-11818053/How-survive-killer-asteroid-impact-NASA-deflecting-mission-fail.html?ito=social-twitter_mailonline
[16] https://www.dailymail.co.uk/news/article-11806407/More-snow-ice-batter-Britain-days.html
[16] https://www.forbes.com/health/body/best-cbd-drinks/
[16] https://www.forbes.com/health/mind/music-therapy/
[16] https://twitter.com/guidaautonoma/status/1633009436842180608/photo/1
[15] https://www.miatamil.com/world/Why-We-Forget-and-How-to-Remember-Better-The-Science-Behind-Memory-F1147848183.html?share=utatw
[15] https://www.theguardian.com/commentisfree/2023/mar/04/misplaced-fears-of-an-evil-chatgpt-obscure-the-real-harm-being-done
[14] https://medium.com/lightspeed-venture-partners?source=topics_v2---------0-84--------------------e22fa2af_61fa_4167_80a0_7b97928353d9-------17

Top URLs in Tweet in G1:
[4] https://twitter.com/MWCHub/status/1630606315105009683/photo/1
[4] https://twitter.com/ericsson/status/1630565258304671745/photo/1
[4] https://twitter.com/EricssonNetwork/status/1630564791646404609/photo/1
[4] https://twitter.com/telcoin/status/1630308381725425666/photo/1
[4] https://twitter.com/prabhu_ram/status/1630579094910820357/photo/1
[4] https://twitter.com/HuaweiMobile/status/1630568820816371712/photo/1
[4] https://twitter.com/HuaweiMobile/status/1630311862997843969/photo/1
[4] https://twitter.com/HuaweiMobile/status/1630666681373564939/photo/1
[4] https://twitter.com/M1K4_3L/status/1631286025753329670/photo/1
[4] https://twitter.com/oppo/status/1630530754462511105/photo/1

Top URLs in Tweet in G2:
[16] https://twitter.com/guidaautonoma/status/1633009436842180608/photo/1
[6] https://medium.com/@jennkens/what-how-why-4aead6e5ed4c?source=rss------artificial_intelligence-5
[6] https://www.carscoops.com/2023/03/hondas-latest-awv-robo-worker-is-now-stronger-faster-and-even-more-clever/amp/
[6] https://www.forbes.com/sites/forbesfinancecouncil/2023/02/27/13-finance-experts-recommend-tech-tools-for-managing-business-and-personal-finances/
[5] https://www.visualcapitalist.com/charted-teslas-unrivaled-profit-margins/
[5] https://www.hdmotori.it/auto/articoli/n566973/italia-contro-stop-auto-motore-2035-cosa-succede/
[4] https://twitter.com/guidaautonoma/status/1631172591636316161/photo/1
[4] https://www.coventrytelegraph.net/news/coventry-news/coventry-firm-forefront-worlds-driverless-26354252#amp-readmore-target
[4] https://twitter.com/guidaautonoma/status/1631197444217139202/photo/1
[4] https://trib.al/iJ8Diy5

Top URLs in Tweet in G3:
[107] https://twitter.com/EvanKirstel/status/1631633619771875330/video/1
[1] https://twitter.com/EvanKirstel/status/1630939555418234882/photo/1
[1] https://twitter.com/EvanKirstel/status/1630569649849892866/photo/1
[1] https://twitter.com/uxlinks/status/1629419565149978628/video/1
[1] https://twitter.com/i/web/status/1630916643927863298
[1] https://twitter.com/EvanKirstel/status/1630916643927863298/photo/1
[1] https://twitter.com/IntEngineering/status/1631059238880411649/video/1
[1] https://www.insiderintelligence.com:443/content/digita
[1] https://twitter.com/EvanKirstel/status/1630941089107460101/photo/1
[1] https://twitter.com/AlbertoEMachado/status/1629469600390733825/video/1

Top URLs in Tweet in G4:
[14] https://www.forbes.com/health/mind/music-therapy/
[14] https://www.forbes.com/health/body/best-cbd-drinks/
[14] https://www.dailymail.co.uk/sciencetech/article-11818053/How-survive-killer-asteroid-impact-NASA-deflecting-mission-fail.html?ito=social-twitter_mailonline
[13] https://www.dailymail.co.uk/news/article-11806407/More-snow-ice-batter-Britain-days.html
[13] https://www.forbes.com/sites/forbesfinancecouncil/2023/02/27/13-finance-experts-recommend-tech-tools-for-managing-business-and-personal-finances/
[13] https://www.miatamil.com/world/Why-We-Forget-and-How-to-Remember-Better-The-Science-Behind-Memory-F1147848183.html?share=utatw
[13] https://medium.com/inkwater-atlas/chatgpt-banned-by-goldman-sachs-and-citi-d8d966027b65?source=topics_v2---------3-84--------------------ce053828_f6ac_49f5_b8cd_32a589e58d2b-------17
[13] https://weetracker.com/2023/01/19/fintech-apps-usage-africa/
[13] https://medium.com/@brandeismarshall/4-must-read-responsible-ai-books-889abcde6dc1?source=topics_v2---------7-84--------------------ce053828_f6ac_49f5_b8cd_32a589e58d2b-------17
[12] https://www.theguardian.com/commentisfree/2023/mar/04/misplaced-fears-of-an-evil-chatgpt-obscure-the-real-harm-being-done

Top URLs in Tweet in G5:
[4] https://aka.tv/
[4] https://twitter.com/Stasia_EY/status/1630582463238995968/photo/1
[2] https://twitter.com/Activithink/status/1629690960039890945/video/1
[2] https://www.fastcompany.com/90861350/twitter-broken-links-video-images-not-working-errors-api
[2] https://moderncto.io/jim-harris/
[1] https://twitter.com/Activithink/status/1629582810972405760/photo/1
[1] https://twitter.com/GlenGilmore/status/1630263092247425026
[1] https://twitter.com/Fabriziobustama/status/1629720552884559872
[1] https://twitter.com/Activithink/status/1629338672561627139
[1] https://twitter.com/Activithink/status/1630819325828296704/photo/1

Top URLs in Tweet in G6:
[7] https://medium.com/aidrivers/review-paper-pointnetgpd-detecting-grasp-configuration-from-point-sets-6e4528b90885
[7] https://www.press.bmwgroup.com/global/article/detail/T0318411EN/seven-principles-for-ai:-bmw-group-sets-out-code-of-ethics-for-the-use-of-artificial-intelligence?language=en
[5] https://www.aitrends.com/ai-insider/cognitive-timing-for-ai-self-driving-cars/
[5] https://dzone.com/articles/hybrid-multicloud-adoption
[5] https://developer.nvidia.com/blog/deep-learning-self-driving-cars/
[5] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=287737
[3] https://twitter.com/Analytics_659/status/1327484816703377409
[3] http://jalammar.github.io/how-gpt3-works-visualizations-animations/?s=09
[3] https://www.sciencedirect.com/topics/computer-science/sequential-decision-making
[3] https://clearpathrobotics.com/assets/guides/kinetic/ros/Intro%20to%20the%20Robot%20Operating%20System.html

Top URLs in Tweet in G7:
[8] http://mydriver.co.in
[7] https://Catalog.selfdrivingcars360.com/
[5] https://www.selfdrivingcars360.com/
[4] https://smartrobotaxi.com/
[3] https://www.dailymotion.com/video/x8h2gl8
[3] https://twitter.com/EvanKirstel/status/1631633619771875330/video/1
[3] https://trustbizs.com/product/buy-verified-bluebird-accounts/
[2] https://www.dailymail.co.uk/sciencetech/article-11803631/Ford-patents-self-driving-car-repossesses-owner-fails-payments.html
[2] https://twitter.com/autoscreens/status/1631293536959119375/photo/1
[2] https://www.forbes.com/sites/ramseyfaragher/2023/02/27/teslas-full-self-driving-isnt-the-only-technology-with-speed-sign-detection-problems/

Top URLs in Tweet in G8:
[4] https://twitter.com/TeamViewer/status/1630569546728833049/photo/1
[3] https://twitter.com/IPLOOK_Tech/status/1630574419096801280/photo/1
[3] https://twitter.com/GinaCorenaAssoc/status/1631354306476613632/photo/1
[2] https://twitter.com/HodlerVaughn/status/1630330954622304257/photo/1
[2] https://newsroom.cisco.com/c/r/newsroom/en/us/a/y2023/m03/racing-to-the-future-how-autonomous-vehicle-networks-are-revolutionizing-connectivity.html
[2] https://www.facebook.com/photo.php?fbid=761010668715737&set=a.732865564863581&type=3
[1] https://www.theverge.com/2023/2/28/23617435/luminar-iris-plus-lidar-sensor-investor-day
[1] https://www.annotationsupport.com/video-annotation.php?utm_source=twitter&utm_medium=organic
[1] https://twitter.com/AnnotationSup/status/1630823610825965568/photo/1
[1] https://www.intel.com/content/www/us/en/newsroom/news/mwc-2023-intel-accelerates-5g-leadership-new-products.html?cid=iosm&source=twitter&campid=newsroom_posts&content=100003867789343&icid=always-on&linkId=100000189515739

Top URLs in Tweet in G9:
[6] https://www.linkedin.com/posts/pinakilaskar_ai-engineering-algorithms-activity-7036904868611035136-X_HZ
[5] https://www.linkedin.com/posts/pinakilaskar_ai-causalai-transdisciplinaryai-activity-7036560684091858944-Kx_l
[4] https://www.linkedin.com/posts/pinakilaskar_ai-worldmodel-cyberphysicalsystems-activity-7038005753311342593-z60d
[4] https://twitter.com/PinakiLaskar/status/1633067145990131712/photo/1
[3] https://www.linkedin.com/posts/fisheyebox_drivesens-ai-adas-activity-7037090468848959488-Am5T
[2] https://www.healthtechdigital.com/pioneering-digitisation-in-radiology/
[2] https://aipocrates.org/2023/03/05/mas-alla-de-un-sistema-de-salud-predictivo/
[1] https://twitter.com/PinakiLaskar/status/1630999975823028224/photo/1
[1] https://twitter.com/PinakiLaskar/status/1631227066866864130/photo/1
[1] https://twitter.com/PinakiLaskar/status/1631226884620169221/photo/1

Top URLs in Tweet in G10:
[6] https://twitter.com/iot_automotive/timelines/1369658804976062464
[1] https://twitter.com/segundoatdell/status/1631685609415757825/video/1
[1] https://twitter.com/EvanKirstel/status/1631633619771875330/video/1
[1] https://newsroom.cisco.com/c/r/newsroom/en/us/a/y2023/m03/racing-to-the-future-how-autonomous-vehicle-networks-are-revolutionizing-connectivity.html
[1] https://twitter.com/Cisco/status/1631582188348096514/photo/1
[1] https://twitter.com/ChuckRobbins/status/1630206147608059910/photo/1
[1] https://twitter.com/iot_automotive/status/1631565079027040260/photo/1
[1] https://twitter.com/iot_automotive/status/1629028362189705218/photo/1
[1] https://www.flir.com/news-center/camera-cores--components/enhanced-teledyne-flir-prism-ai-detection-and-tracking-software-model-enables-embedded-thermal-automotive-perception-systems/?utm_content=1677514416&utm_medium=social&utm_source=linkedin

Top Domains
Top Domains in Tweet in Entire Graph:
[1665] twitter.com
[562] medium.com
[486] forbes.com
[218] co.uk
[101] trib.al
[80] hbr.org
[55] zeit.de
[45] linkedin.com
[44] digitaltrends.com
[40] rte.ie

Top Domains in Tweet in G1:
[1005] twitter.com
[10] mobileworldlive.com
[7] co.uk
[5] nokia.com
[5] youtube.com
[5] ericsson.com
[5] medium.com
[4] intel.com
[3] youtu.be
[3] zonamovilidad.es

Top Domains in Tweet in G2:
[233] twitter.com
[99] medium.com
[52] forbes.com
[22] co.uk
[16] trib.al
[12] visualcapitalist.com
[12] zeit.de
[10] finextra.com
[9] hbr.org
[9] digitalhealth.net

Top Domains in Tweet in G3:
[130] twitter.com
[2] insiderintelligence.com
[2] youtube.com
[1] yankodesign.com
[1] vmware.com
[1] siliconangle.com
[1] cube365.net

Top Domains in Tweet in G4:
[437] medium.com
[420] forbes.com
[181] co.uk
[76] trib.al
[69] hbr.org
[38] zeit.de
[36] digitaltrends.com
[32] rte.ie
[30] theguardian.com
[27] dplnews.com

Top Domains in Tweet in G5:
[40] twitter.com
[8] medium.com
[7] forbes.com
[7] trib.al
[4] aka.tv
[4] co.uk
[3] 20minutes.fr
[3] carbuzz.com
[2] neurosciencenews.com
[2] zeit.de

Top Domains in Tweet in G6:
[53] twitter.com
[8] medium.com
[7] nodexlgraphgallery.org
[7] bmwgroup.com
[5] aitrends.com
[5] dzone.com
[5] nvidia.com
[4] zdnet.com
[3] github.io
[3] sciencedirect.com

Top Domains in Tweet in G7:
[67] twitter.com
[33] selfdrivingcars360.com
[8] co.in
[5] motorauthority.com
[4] co.uk
[4] thelastdriverlicenseholder.com
[4] smartrobotaxi.com
[3] forbes.com
[3] youtube.com
[3] dailymotion.com

Top Domains in Tweet in G8:
[34] twitter.com
[2] theverge.com
[2] youtube.com
[2] cisco.com
[2] facebook.com
[2] linkedin.com
[2] cnn.com
[2] medium.com
[2] t.co
[1] annotationsupport.com

Top Domains in Tweet in G9:
[28] twitter.com
[20] linkedin.com
[2] healthtechdigital.com
[2] aipocrates.org
[1] nature.com

Top Domains in Tweet in G10:
[12] twitter.com
[1] cisco.com
[1] flir.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3655] digitalhealth
[3646] healthtech
[3473] cx
[3409] smartcity
[3359] web3
[3307] vive2023
[3298] csuite
[3296] datascientist
[3222] ata2023
[2748] ai



Top Hashtags in Tweet in G1:
[611] mwc23
[376] 5g
[373] digitalhealth
[373] healthtech
[362] mwc2023
[347] ai
[345] iot
[345] telecom
[343] wireless
[343] chatgpt

Top Hashtags in Tweet in G2:
[531] ai
[495] iot
[476] smartcity
[438] cx
[429] web3
[409] selfdrivingcars
[400] digitalhealth
[397] datascientist
[397] healthtech
[394] vive2023

Top Hashtags in Tweet in G3:
[113] ai
[109] selfdrivingcars
[107] fridayfun
[107] fridayfunny
[22] mwc23
[7] 5g
[4] mobile
[3] nostalgiachat
[3] iot
[3] mwc2023

Top Hashtags in Tweet in G4:
[2805] digitalhealth
[2804] vive2023
[2804] web3
[2802] csuite
[2800] healthtech
[2800] smartcity
[2789] datascientist
[2787] cx
[2729] ata2023
[1323] ehealth

Top Hashtags in Tweet in G5:
[75] web3
[69] digitalhealth
[69] healthtech
[68] vive2023
[64] mwc23
[63] smartcity
[63] ata2023
[63] csuite
[61] datascientist
[60] cx

Top Hashtags in Tweet in G6:
[97] ai
[62] artificialintelligence
[58] selfdrivingcars
[50] automation
[46] autonomousvehicles
[36] rpa
[28] driverless
[26] technology
[25] iot
[22] tech

Top Hashtags in Tweet in G7:
[177] selfdrivingcars
[97] ai
[70] iot
[64] autonomousvehicles
[42] driverless
[41] selfdriving
[35] driverlesscars
[34] autonomouscars
[33] cars
[32] 5g

Top Hashtags in Tweet in G8:
[49] selfdrivingcars
[15] mwc23
[9] ai
[6] autonomousvehicles
[5] waymo
[5] tesla
[4] ford
[4] 5g
[3] machinelearning
[3] technology

Top Hashtags in Tweet in G9:
[149] ai
[140] machinelearning
[131] iot
[126] cx
[118] selfdrivingcars
[97] datascience
[95] 5g
[90] vr
[71] fashiontech
[63] bigdata

Top Hashtags in Tweet in G10:
[27] selfdrivingcars
[22] ai
[10] 5g
[8] brain
[6] machinelearning
[5] iot
[5] autonomousvehicles
[2] cx
[2] vr
[2] datascience

Top Words
Top Words in Tweet in Entire Graph:
[3655] #digitalhealth
[3646] #healthtech
[3473] #cx
[3412] #smartcity
[3390] chidambara09
[3359] #web3
[3299] #vive2023
[3298] #csuite
[3297] #datascientist
[3222] #ata2023

Top Words in Tweet in G1:
[611] #mwc23
[376] #5g
[373] #healthtech
[373] #digitalhealth
[362] #mwc2023
[347] #ai
[346] mwc
[346] jeffkagan
[345] #iot
[345] #telecom

Top Words in Tweet in G2:
[531] #ai
[495] #iot
[476] #smartcity
[462] chidambara09
[438] #cx
[429] #web3
[409] #selfdrivingcars
[400] #digitalhealth
[397] #datascientist
[397] #healthtech

Top Words in Tweet in G3:
[113] #ai
[109] #selfdrivingcars
[108] evankirstel
[107] #fridayfunny
[107] #fridayfun
[22] #mwc23
[7] #5g
[5] jeffkagan
[5] jimharris
[5] mobile

Top Words in Tweet in G4:
[2805] #digitalhealth
[2804] #web3
[2804] chidambara09
[2802] #csuite
[2800] #healthtech
[2800] #smartcity
[2798] #vive2023
[2789] #datascientist
[2787] #cx
[2729] #ata2023

Top Words in Tweet in G5:
[75] #web3
[72] chidambara09
[69] #digitalhealth
[69] #healthtech
[68] #vive2023
[64] #mwc23
[63] #csuite
[63] #smartcity
[63] #ata2023
[61] #datascientist

Top Words in Tweet in G6:
[134] #ai
[77] analytics_699
[74] eli_krumova
[67] #artificialintelligence
[66] #selfdrivingcars
[59] ronald_vanloon
[53] #datascience
[51] #ml
[50] #automation
[47] #autonomousvehicles

Top Words in Tweet in G7:
[177] #selfdrivingcars
[97] #ai
[70] #iot
[68] guidaautonoma
[64] #autonomousvehicles
[43] #selfdriving
[42] #driverless
[42] driving
[36] car
[35] #driverlesscars

Top Words in Tweet in G8:
[49] #selfdrivingcars
[26] driving
[21] self
[18] cars
[15] #mwc23
[9] more
[9] autonomous
[9] #ai
[8] ai
[8] future

Top Words in Tweet in G9:
[149] #ai
[140] #machinelearning
[131] #iot
[126] #cx
[118] #selfdrivingcars
[97] #datascience
[95] #5g
[95] pinakilaskar
[90] #vr
[71] #fashiontech

Top Words in Tweet in G10:
[27] #selfdrivingcars
[22] #ai
[10] #5g
[8] compatibility
[8] cisco
[8] autonomous
[8] speed
[8] future
[8] challenge
[8] nissan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3296] #healthtech,#smartcity
[3295] #digitalhealth,#web3
[3289] #vive2023,#healthtech
[3287] #csuite,#digitalhealth
[3278] #datascientist,#csuite
[3273] #web3,#cx
[3220] #smartcity,#ata2023
[3202] #ata2023,#datascientist
[1974] chidambara09,#vive2023
[1373] #cx,#ehealth

Top Word Pairs in Tweet in G1:
[352] #mwc23,#mwc2023
[341] #iot,#ai
[340] mwc,#mwc23
[340] jeffkagan,mwc
[340] #6g,#iot
[340] #mwchub,#wireless
[340] #bard,#telecom
[340] #chatbot,#chatgpt
[340] #5g,#6g
[340] #mwc2023,#mwchub

Top Word Pairs in Tweet in G2:
[393] #web3,#cx
[393] #healthtech,#smartcity
[393] #csuite,#digitalhealth
[393] #digitalhealth,#web3
[392] #smartcity,#ata2023
[391] #datascientist,#csuite
[391] #vive2023,#healthtech
[390] #ata2023,#datascientist
[388] chidambara09,#vive2023
[232] #cx,#ehea

Top Word Pairs in Tweet in G3:
[108] #ai,#selfdrivingcars
[107] #fridayfun,#fridayfunny
[107] #fridayfunny,#ai
[106] evankirstel,#fridayfun
[3] #mwc23,#mwc2023
[3] #iot,#ai
[2] #mwchub,#wireless
[2] #ai,#chatbot
[2] mwc,#mwc23
[2] usdot,level

Top Word Pairs in Tweet in G4:
[2800] #healthtech,#smartcity
[2799] #digitalhealth,#web3
[2796] #csuite,#digitalhealth
[2794] #vive2023,#healthtech
[2789] #datascientist,#csuite
[2785] #web3,#cx
[2727] #smartcity,#ata2023
[2716] #ata2023,#datascientist
[1496] chidambara09,#vive2023
[1323] #cx,#ehealth

Top Word Pairs in Tweet in G5:
[64] #vive2023,#healthtech
[63] #digitalhealth,#web3
[63] #smartcity,#ata2023
[63] #healthtech,#smartcity
[61] #ata2023,#datascientist
[61] #csuite,#digitalhealth
[61] #datascientist,#csuite
[60] #web3,#cx
[58] chidambara09,#vive2023
[43] #cx,#ehe

Top Word Pairs in Tweet in G6:
[56] #ai,#artificialintelligence
[29] #rpa,#automation
[29] #ai,#ml
[27] self,driving
[26] mvollmer1,#ai
[26] #driverless,delivery
[26] delivery,trucks
[26] #artificialintelligence,#rpa
[26] #automation,#autonomousvehicles
[26] trucks,mvollmer1

Top Word Pairs in Tweet in G7:
[35] self,driving
[35] #selfdriving,#driverless
[32] #driverlesscars,#autonomouscars
[30] #cars,#automotive
[27] #autonomouscars,#autonomousvehicles
[27] #ai,#machinelearning
[26] #iot,#5g
[25] #selfdrivingcars,#driverlesscars
[25] #driverless,#cars
[25] #autonomousvehicles,#selfdriving

Top Word Pairs in Tweet in G8:
[21] self,driving
[13] driving,cars
[4] future,#selfdrivingcars
[4] stay,tuned
[3] #selfdrivingcars,common
[3] autonomous,challenge
[3] confidence,name
[3] name,few
[3] networks,future
[3] tuned,more

Top Word Pairs in Tweet in G9:
[127] #machinelearning,#iot
[118] #ai,#machinelearning
[87] #cx,#vr
[87] #iot,#5g
[86] #5g,#cx
[82] #vr,#selfdrivingcars
[80] #selfdrivingcars,#datascience
[70] #datascience,#fashiontech
[42] #bigdata,#analytics
[42] #fashiontech,#bigdata

Top Word Pairs in Tweet in G10:
[8] future,#selfdrivingcars
[8] power,mind
[8] #ai,#brain
[8] driving,power
[8] segundoatdell,#ai
[8] nissan,ty
[8] common,speed
[8] mind,nissan
[8] #selfdrivingcars,common
[8] speed,compatibility

Top Replied-To
Top Replied-To in Entire Graph:
@jeffkagan
@guidaautonoma
@ronald__h
@cdot_india
@scottwisniews
@ca_dmv
@hashtagmarketi7
@evankirstel
@nothing
@chidambara09

Top Replied-To in G1:
@jeffkagan
@cdot_india
@scottwisniews
@nothing

Top Replied-To in G2:
@guidaautonoma
@ca_dmv
@analytics_659
@kevin_odonovan

Top Replied-To in G3:
@evankirstel

Top Replied-To in G4:
@ericssonlabs
@hashtagmarketi7

Top Replied-To in G5:
@chidambara09
@khulood_almani

Top Replied-To in G6:
@guidaautonoma

Top Replied-To in G7:
@jethrostudio
@hvgoenka
@luminartech

Top Replied-To in G9:
@ronald__h
@ulefonemobile

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enilev
@betamoroney
@mwc
@guidaautonoma
@analytics_659
@pinakilaskar
@khulood_almani
@evankirstel
@mikequindazzi

Top Mentioned in G1:
@mwc
@chidambara09
@mwchub
@nokia
@gsma
@jeffkagan
@vodafonegroup
@telefonica
@4yfn_mwc
@qualcomm

Top Mentioned in G2:
@chidambara09
@analytics_659
@guidaautonoma
@khulood_almani
@mikequindazzi
@albertoemachado
@segundoatdell
@frronconi
@glengilmore
@akwyz

Top Mentioned in G3:
@evankirstel
@jimharris
@jeffkagan
@thecube
@mwc
@davemichels
@saeintl
@nhtsagov
@usdot
@valaafshar

Top Mentioned in G4:
@chidambara09
@enilev
@betamoroney
@guidaautonoma
@analytics_659
@gsma
@mwchub
@akwyz
@khulood_almani
@pawlowskimario

Top Mentioned in G5:
@chidambara09
@jeffkagan
@mwc
@mvollmer1
@glengilmore
@betamoroney
@khulood_almani
@haroldsinnott
@ianljones98
@enilev

Top Mentioned in G6:
@eli_krumova
@ronald_vanloon
@mvollmer1
@jblefevre60
@guidaautonoma
@khulood_almani
@startupselfieco
@chidambara09
@cnet

Top Mentioned in G7:
@guidaautonoma
@analytics_659
@mikequindazzi
@pinakilaskar
@selfdriving360
@worldtrendsinfo
@motorcycletwitt
@akwyz
@glengilmore
@waymo

Top Mentioned in G8:
@trafficsafety4u

Top Mentioned in G9:
@pinakilaskar
@fisheyebox
@beingovee
@analytics_659
@tsinghua_uni
@_anonymoushack6
@gh0stshark007
@ronald__h
@rafael52987
@dolfordhacksit

Top Mentioned in G10:
@nissan
@segundoatdell
@cisco
@heinzvhoenen
@iot_automotive
@pinakilaskar
@analytics_659
@evankirstel
@casareal
@nadiacalvino

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@chidambara09
@paoloigna1
@lennaleprena
@tvin270584
@crweworld
@ee
@llemj
@evankirstel
@rahul05ranjan

Top Tweeters in G1:
@vodafone_es
@tmobile
@jamesvgingerich
@kevin_jackson
@dot_india
@att
@tmbinfo
@pdh_metaverse
@muo_official
@2morrowknight

Top Tweeters in G2:
@ssxman2
@taevisionceo
@nicochan33
@edimosip
@caring_mobile
@akwyz
@shi4tech
@gvalan
@gdprai
@adeyemoadekunl2

Top Tweeters in G3:
@evankirstel
@amazingchevvolt
@valaafshar
@doctorow
@ks7000
@mughirah1977
@arc_atlantique
@tmsmtomotomo
@lula0428
@jimcarlson16

Top Tweeters in G4:
@americanair
@chidambara09
@lennaleprena
@tvin270584
@crweworld
@ee
@llemj
@newsneus
@fbmynextcar
@grjenkin

Top Tweeters in G5:
@paoloigna1
@businessinsider
@rwang0
@rldi_lamy
@timothy_hughes
@psb_dc
@hormitek
@iosu_blanco
@anthonyrochand
@jeancayeux

Top Tweeters in G6:
@frcretweets
@mashable
@preciso_com
@cnet
@si_lmann
@yvesmulkers
@jayeshmthakur
@realrideryoshik
@jblefevre60
@digitaltrends

Top Tweeters in G7:
@flyin18t
@prime_bee
@kaleidoscopet0
@estream_studios
@forbes
@robotconsumer
@dailyhivevan
@cyprusrt
@fabriziobustama
@sushihunter2

Top Tweeters in G8:
@mycomfor
@dgwbirch
@pestochampion
@a11_seeing_eye
@gadgetsboy
@abt_live
@tobyjwoods1
@freerangechcken
@azure
@petergwm

Top Tweeters in G9:
@rahul05ranjan
@fintechna
@ricardo_ik_ahau
@fullnam35087976
@pythonroboto
@dariosailor86
@pythonbot_by_pm
@hernangraffe
@markedeschaine
@technoglyf

Top Tweeters in G10:
@calcaware
@nick_barnes
@mary_b_68
@_oliviabot
@davidgilbertvo
@metoscm
@advajitshinde
@jcoasugo
@iot_automotive
@bookconservator