#selfdrivingcars, Twitter, 1/27/2021 10:44:23 PM, 246657


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#selfdrivingcars_2021-01-27_05-39-32.xlsx
#selfdrivingcars_2021-01-27_05-39-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2021
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/2M7Z1zO
@robotconsumer
@mvollmer1
@enricomolinari
@guidaautonoma
@pinakilaskar
@analytics_699
@fisheyebox
@jeroenbartelse
@ronald_vanloon
@haroldsinnott

Top hashtags:
#ai
#bigdata
#selfdrivingcars
#analytics
#datascience

Description:
Description
The graph represents a network of 1,676 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, 27 January 2021 at 13:45 UTC.

The requested start date was Wednesday, 27 January 2021 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 8-day, 22-hour, 7-minute period from Thursday, 14 January 2021 at 14:16 UTC to Saturday, 23 January 2021 at 12:23 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 : 1676
Unique Edges : 2941
Edges With Duplicates : 15078
Total Edges : 18019
Number of Edge Types : 5
Retweet : 6710
MentionsInRetweet : 9751
Tweet : 580
Mentions : 938
Replies to : 40
Self-Loops : 794
Reciprocated Vertex Pair Ratio : 0.0240986362787222
Reciprocated Edge Ratio : 0.0470631156512222
Connected Components : 89
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 1512
Maximum Edges in a Connected Component : 17800
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.146346
Graph Density : 0.00195276600292096
Modularity : 0.209558
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,676 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, 27 January 2021 at 13:45 UTC.

The requested start date was Wednesday, 27 January 2021 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 8-day, 22-hour, 7-minute period from Thursday, 14 January 2021 at 14:16 UTC to Saturday, 23 January 2021 at 12:23 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:
[100] https://www.selfdrivingcars360.com/
[71] https://www.reddit.com/r/dataisbeautiful/comments/kr3wy9/oc_tesla_is_now_bigger_in_market_cap_than_the/?utm_name=iossmf
[47] https://www.linkedin.com/posts/activity-6756443003520385024-qqUv
[37] https://www.linkedin.com/posts/activity-6756068414156005376-zmih
[34] https://www.gizmochina.com/2021/01/13/gm-unveils-futuristic-self-driving-cadillac-that-can-fly/
[34] https://www.linkedin.com/posts/fisheyeboxlab_quantumcomputing-algorithms-ai-activity-6756973351375310848-fxDO
[33] https://www.cnet.com/google-amp/news/honda-gm-cruise-self-driving-car-test-japan/
[32] https://www.linkedin.com/posts/pinakilaskar_selfdrivingcars-neuralnetworks-artificialintelligence-activity-6757533708380647424-qZnt
[30] https://www.linkedin.com/posts/pinakilaskar_reinforcementlearning-machinelearning-datascience-activity-6756789090131206145-Y--W
[28] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-education-ai-activity-6757609414871588864-EDy7

Top URLs in Tweet in G1:
[55] https://www.selfdrivingcars360.com/
[45] https://www.linkedin.com/posts/activity-6756443003520385024-qqUv
[35] https://www.linkedin.com/posts/activity-6756068414156005376-zmih
[32] https://www.gizmochina.com/2021/01/13/gm-unveils-futuristic-self-driving-cadillac-that-can-fly/
[32] https://www.linkedin.com/posts/pinakilaskar_selfdrivingcars-neuralnetworks-artificialintelligence-activity-6757533708380647424-qZnt
[30] https://www.linkedin.com/posts/pinakilaskar_reinforcementlearning-machinelearning-datascience-activity-6756789090131206145-Y--W
[30] https://www.linkedin.com/posts/fisheyeboxlab_quantumcomputing-algorithms-ai-activity-6756973351375310848-fxDO
[28] https://www.linkedin.com/posts/pinakilaskar_machinelearning-statistics-algorithms-activity-6756834412425461760-x29x
[27] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-education-ai-activity-6757609414871588864-EDy7
[26] https://www.linkedin.com/posts/pinakilaskar_deepreasoning-machines-deeplearning-activity-6758052201421258752-Gc3b

Top URLs in Tweet in G2:
[64] https://www.reddit.com/r/dataisbeautiful/comments/kr3wy9/oc_tesla_is_now_bigger_in_market_cap_than_the/?utm_name=iossmf
[39] https://www.selfdrivingcars360.com/
[31] https://www.cnet.com/google-amp/news/honda-gm-cruise-self-driving-car-test-japan/
[25] https://in.reuters.com/article/autos-amazon-blackberry/blackberry-and-amazon-team-up-on-vehicle-data-and-software-platform-idINKBN28B53T
[20] https://jalopnik.com/the-cadillac-pav-pod-concept-takes-the-nightclub-on-the-1846049541
[19] https://venturebeat.com/2021/01/19/aurora-partners-with-paccar-to-develop-driverless-trucks/
[17] https://www.forbes.com/sites/alanohnsman/2021/01/19/microsoft-partners-with-gm-backed-cruise-on-robotaxi-tech-joins-2-billion-funding-round/
[13] https://www.motor1.com/news/466533/toyota-supra-autonomous-drift/
[8] https://www.cnet.com/videos/surprising-new-versions-of-autonomous-vehicles/#ftag=COS-05-10aaa0j
[5] https://www.aitrends.com/ai-insider/gender-bias-in-the-driving-systems-of-ai-autonomous-cars/

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245504
[4] https://www.selfdrivingcars360.com/
[3] http://datahacker.rs/top-5-benefits-of-self-driving-cars/
[3] https://www.linkedin.com/posts/fisheyeboxlab_quantumcomputing-algorithms-ai-activity-6756973351375310848-fxDO
[3] https://www.youtube.com/watch?v=7GVL9Na1_9Q&feature=youtu.be

[3] https://www.reddit.com/r/dataisbeautiful/comments/kr3wy9/oc_tesla_is_now_bigger_in_market_cap_than_the/?utm_name=iossmf
[2] https://www.weforum.org/agenda/2020/08/flying-cars-japan?utm_source=twitter&utm_medium=social_scheduler&utm_term=Fourth+Industrial+Revolution&utm_content=30/12/2020+01:00
[2] http://datahacker.rs/the-moral-dilemma-of-self-driving-cars/
[2] https://www.linkedin.com/posts/activity-6756443003520385024-qqUv
[2] https://twitter.com/cybersec_feeds/status/1351083704463011842

Top URLs in Tweet in G4:
[8] https://www.autonews.com/mobility-report/gm-stakes-claim-commercial-ev-market
[7] https://navya.tech/en/official-launch-of-navya-solutions-in-japan-by-macnica-at-automotive-world-in-tokyo/
[6] https://www.iphoneincanada.ca/news/apple-car-said-to-use-eye-tracking-tech-and-c1-chip-report-says/
[6] https://www.gpsworld.com/use-of-autonomous-vehicles-in-mining-and-farming-touted-at-ces-2021/amp/
[6] https://www.axios.com/apple-car-what-we-know-421ac809-2560-4609-8f66-809dd5f80d71.html
[5] https://www.quattroruote.it/news/industria-finanza/2021/01/16/fca_psa_la_fusione_e_ufficiale_nasce_stellantis.html
[5] https://navya.tech/en/first-autonomous-shuttle-service-launched-in-israel/
[5] https://www.quattroruote.it/news/industria-finanza/2021/01/19/guida_autonoma_microsoft_si_allea_con_gm_e_investe_nella_cruise.amp.html#SelfDrivingCars
[5] https://techcrunch.com/2021/01/16/startups-look-beyond-lidar-for-autonomous-vehicle-perception/
[4] https://www.gearbrain.com/amp/top-car-news-ces-2021-2649926823

Top URLs in Tweet in G5:
[9] https://vehaicle.com/
[5] https://www.the-next-tech.com/future/top-5-upcoming-technology-that-may-change-the-world/?utm_source=twitter&utm_medium=social&utm_campaign=TNT
[4] https://li.baby/
[3] https://www.tesla.com/support/autopilot
[3] https://techxplore.com/news/2021-01-approach-ai-certainty-uncertainty.html
[2] https://techxplore.com/news/2021-01-automotive-tech-ces.html
[2] https://twitter.com/supplychain123
[1] https://twitter.com/i/web/status/1348204746574884864
[1] https://twitter.com/i/web/status/1352205448187949056
[1] https://twitter.com/i/web/status/1352568031684288513

Top URLs in Tweet in G6:
[1] https://venturebeat.com/2020/12/23/nuro-becomes-first-company-to-receive-commercial-autonomous-vehicle-permit-from-california-dmv/
[1] https://twitter.com/argoai/status/1321493690146324480
[1] https://www.theguardian.com/technology/2021/jan/03/peak-hype-driverless-car-revolution-uber-robotaxis-autonomous-vehicle
[1] https://writepure.com/
[1] https://medium.com/couger-blog/why-putting-virtual-humans-in-and-in-front-of-driverless-cars-is-a-good-idea-6ac2b2b821f8
[1] https://www.key4biz.it/huawei-testa-strade-intelligenti-che-comunicano-con-le-auto-a-guida-autonoma/339614/#.YAFsY8mRG7Y.twitter
[1] https://twitter.com/GarethFleetNews/status/1349674505879207939
[1] https://twitter.com/2024_R24/status/1350342271019872258
[1] https://www.linkedin.com/slink?code=e_xnDAq
[1] https://www.linkedin.com/slink?code=eGz8E2v

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=8KBOf7NJh4Y&feature=emb_title

[1] https://www.engadget.com/2020/02/24/mit-self-driving-cars-snow-fog/
[1] https://www.csail.mit.edu/news/new-deep-learning-models-require-fewer-neurons

Top URLs in Tweet in G8:
[2] https://thenextweb.com/neural/2021/01/19/microsoft-partners-with-gm-to-make-self-driving-cars-a-reality/
[1] https://www.reuters.com/article/gm-microsoft-autonomous/cruise-gm-partner-with-microsoft-to-commercialize-self-driving-vehicles-idUSL4N2JU2W4
[1] https://twitter.com/i/web/status/1352010552927801345
[1] https://twitter.com/i/web/status/1351324716322222080
[1] https://twitter.com/i/web/status/1351976540028899328
[1] https://twitter.com/i/web/status/1351685356198891520
[1] https://twitter.com/i/web/status/1351821784748843011
[1] https://twitter.com/i/web/status/1351821098648649729
[1] https://twitter.com/i/web/status/1351573109074235394
[1] https://twitter.com/i/web/status/1351554638156279813

Top URLs in Tweet in G9:
[4] https://www.csoonline.com/article/3603580/driverless-cars-demand-air-tight-cybersecurity.html
[3] https://www.forbes.com/sites/lanceeliot/2021/01/14/self-driving-cars-safety-and-the-curious-thought-of-steering-wheels-with-tullock-spikes/
[2] 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/
[2] https://www.forbes.com/sites/lanceeliot/2021/01/21/self-driving-cars-being-blocked-by-human-drivers-using-road-bouldering-tactics/
[2] https://www.forbes.com/sites/lanceeliot/2021/01/10/self-driving-cars-and-the-chicken-that-crossed-the-road/
[2] https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/from-no-mobility-to-future-mobility-where-covid-19-has-accelerated-change?cid=soc-web
[1] https://twitter.com/i/web/status/1352698686501867521
[1] https://www.aitrends.com/ai-insider/apologetic-ai-is-a-somewhat-sorry-trend-especially-for-autonomous-cars/
[1] https://twitter.com/i/web/status/1350884073808400384
[1] https://twitter.com/i/web/status/1351619643815858176

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1352612078876504067

Top Domains
Top Domains in Tweet in Entire Graph:
[462] twitter.com
[325] linkedin.com
[122] selfdrivingcars360.com
[71] reddit.com
[53] forbes.com
[46] medium.com
[45] cnet.com
[38] venturebeat.com
[34] gizmochina.com
[32] autonews.com

Top Domains in Tweet in G1:
[308] linkedin.com
[206] twitter.com
[77] selfdrivingcars360.com
[32] gizmochina.com
[30] medium.com
[23] nature.com
[16] blogspot.com
[14] aci.it
[13] nodexlgraphgallery.org
[12] autonews.com

Top Domains in Tweet in G2:
[64] reddit.com
[39] cnet.com
[39] selfdrivingcars360.com
[31] twitter.com
[26] reuters.com
[20] forbes.com
[20] jalopnik.com
[19] venturebeat.com
[13] motor1.com
[5] aitrends.com

Top Domains in Tweet in G3:
[24] twitter.com
[8] medium.com
[6] datahacker.rs
[6] linkedin.com
[5] nodexlgraphgallery.org
[4] selfdrivingcars360.com
[3] youtube.com
[3] reddit.com
[2] autonews.com
[2] weforum.org

Top Domains in Tweet in G4:
[89] twitter.com
[16] aci.it
[14] hdmotori.it
[14] autonews.com
[12] navya.tech
[11] gpsworld.com
[10] quattroruote.it
[9] techcrunch.com
[8] co.uk
[8] forbes.com

Top Domains in Tweet in G5:
[21] twitter.com
[9] vehaicle.com
[5] techxplore.com
[5] the-next-tech.com
[4] li.baby
[3] tesla.com
[2] forbes.com
[2] nocamels.com
[1] freethink.com
[1] caixinglobal.com

Top Domains in Tweet in G6:
[34] twitter.com
[6] paper.li
[3] linkedin.com
[2] theguardian.com
[2] reuters.com
[2] pioneeringminds.com
[1] venturebeat.com
[1] writepure.com
[1] medium.com
[1] key4biz.it

Top Domains in Tweet in G7:
[2] youtube.com
[1] engadget.com
[1] mit.edu

Top Domains in Tweet in G8:
[8] twitter.com
[2] thenextweb.com
[1] reuters.com

Top Domains in Tweet in G9:
[11] forbes.com
[8] twitter.com
[4] csoonline.com
[3] linkedin.com
[2] mckinsey.com
[1] aitrends.com
[1] medium.com
[1] torquenews.com
[1] theedgemarkets.com
[1] quattroruote.it

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5260] ai
[3524] bigdata
[3216] selfdrivingcars
[2817] analytics
[2420] datascience
[2233] datascientist
[2158] machinelearning
[1849] cloudcomputing
[1815] futureofwork
[1750] rstats



Top Hashtags in Tweet in G1:
[4587] ai
[3270] bigdata
[2709] analytics
[2300] datascience
[2232] selfdrivingcars
[2132] datascientist
[1958] machinelearning
[1754] cloudcomputing
[1715] futureofwork
[1701] rstats

Top Hashtags in Tweet in G2:
[224] selfdrivingcars
[203] tesla
[125] ai
[111] autonomousvehicles
[77] ces2021
[64] bigdata
[53] machinelearning
[42] selfdriving
[42] autonomousdriving
[40] iot

Top Hashtags in Tweet in G3:
[244] selfdrivingcars
[180] ai
[89] bigdata
[80] iot
[74] ev
[55] traveltech
[55] ebike
[55] datascientist
[55] analytics
[54] futureofwork

Top Hashtags in Tweet in G4:
[261] selfdrivingcars
[213] ai
[177] iot
[166] 5g
[135] autonomousvehicles
[116] autonomous
[102] selfdriving
[83] driverless
[81] robotics
[80] startups

Top Hashtags in Tweet in G5:
[106] selfdrivingcars
[104] ai
[67] iot
[42] autonomous
[39] smartcities
[31] robotics
[28] machinelearning
[26] technology
[14] transport
[14] self

Top Hashtags in Tweet in G6:
[34] selfdrivingcars
[4] autonomousvehicles
[4] ai
[4] lidar
[3] driverlesscars
[3] guidaautonoma
[3] waymo
[3] amazon
[2] selfdriving
[2] cars

Top Hashtags in Tweet in G7:
[2] selfdrivingcars
[1] autonomous
[1] autonomy
[1] ml
[1] dl
[1] machinelearning

Top Hashtags in Tweet in G8:
[4] cruise
[2] nio
[2] cloud
[2] azure
[2] autonomous
[2] selfdrivingcars
[1] asociarán
[1] vehículos
[1] autónomos
[1] navigate

Top Hashtags in Tweet in G9:
[26] ai
[24] selfdrivingcars
[13] tech
[13] datascientist
[13] datascience
[12] bigdata
[11] driverless
[10] cloudcomputing
[10] futureofwork
[9] selfdriving

Top Words
Top Words in Tweet in Entire Graph:
[5265] #ai
[3524] #bigdata
[3216] #selfdrivingcars
[2821] #analytics
[2420] #datascience
[2233] #datascientist
[2160] #machinelearning
[1849] #cloudcomputing
[1817] #futureofwork
[1750] #rstats

Top Words in Tweet in G1:
[4591] #ai
[3270] #bigdata
[2713] #analytics
[2300] #datascience
[2232] #selfdrivingcars
[2132] #datascientist
[1960] #machinelearning
[1754] #cloudcomputing
[1717] #futureofwork
[1701] #rstats

Top Words in Tweet in G2:
[367] mvollmer1
[234] jeroenbartelse
[224] #selfdrivingcars
[218] mt
[203] #tesla
[125] #ai
[114] alvinfoo
[111] #autonomousvehicles
[111] snowmobil
[104] driving

Top Words in Tweet in G3:
[267] enricomolinari
[244] #selfdrivingcars
[180] #ai
[89] #bigdata
[80] #iot
[79] #
[74] #ev
[67] gigadgets_
[62] uniladtech
[55] #traveltech

Top Words in Tweet in G4:
[261] #selfdrivingcars
[214] #ai
[177] #iot
[166] #5g
[161] guidaautonoma
[135] #autonomousvehicles
[122] #autonomous
[106] #selfdriving
[83] #driverless
[81] #robotics

Top Words in Tweet in G5:
[106] #selfdrivingcars
[104] #ai
[90] ronald_vanloon
[67] #iot
[42] cc
[42] #autonomous
[41] driving
[39] #smartcities
[38] flying
[36] vehicle

Top Words in Tweet in G6:
[34] #selfdrivingcars
[13] self
[13] driving
[12] cars
[6] microsoft
[6] cruise
[4] autonomous
[4] #autonomousvehicles
[4] driverless
[4] #ai

Top Words in Tweet in G7:
[16] using
[14] mit_csail
[14] wonder
[14] self
[14] driving
[14] cars
[14] handle
[14] snow
[14] answer
[14] team's

Top Words in Tweet in G8:
[10] gm
[10] microsoft
[4] #cruise
[4] investment
[4] make
[3] join
[3] honda
[3] institutional
[3] investors
[3] combined

Top Words in Tweet in G9:
[26] #ai
[24] #selfdrivingcars
[17] cars
[15] driving
[13] self
[13] #tech
[13] #datascientist
[13] #datascience
[12] #bigdata
[11] #driverless

Top Words in Tweet in G10:
[2] paulpingles
[2] ramraj35hotmai1
[2] sharescope
[2] seeingmachines
[2] temperowkamusic
[2] bhamkam
[2] ovt_tech
[2] speno011
[2] valaafshar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1985] #ai,#datascientist
[1622] #cloudcomputing,#futureofwork
[1563] #futureofwork,#bigdata
[1536] #datascientist,#datascience
[1412] #rstats,#reactjs
[1350] #datascience,#cloudcomputing
[1236] #analytics,#ai
[1026] #bigdata,#selfdrivingcars
[793] #analytics,#machinelearning
[626] #iot,#iiot

Top Word Pairs in Tweet in G1:
[1895] #ai,#datascientist
[1533] #cloudcomputing,#futureofwork
[1478] #futureofwork,#bigdata
[1461] #datascientist,#datascience
[1364] #rstats,#reactjs
[1280] #datascience,#cloudcomputing
[1199] #analytics,#ai
[971] #bigdata,#selfdrivingcars
[763] #analytics,#machinelearning
[609] #iot,#iiot

Top Word Pairs in Tweet in G2:
[169] mvollmer1,#tesla
[111] #tesla,snowmobil
[111] snowmobil,mt
[111] mt,alvinfoo
[76] self,driving
[65] #tesla,bigger
[65] bigger,market
[65] market,cap
[65] cap,next
[65] next,ten

Top Word Pairs in Tweet in G3:
[60] enricomolinari,#ev
[58] gigadgets_,enricomolinari
[55] #ebike,winter
[55] winter,commuting
[55] commuting,gigadgets_
[54] #selfdrivingcars,#traveltech
[54] #ev,#selfdrivingcars
[53] enricomolinari,#ebike
[52] #traveltech,#
[51] #cloudcomputing,#futureofwork

Top Word Pairs in Tweet in G4:
[183] #selfdrivingcars,#ai
[170] #ai,#iot
[162] #iot,#5g
[88] #5g,#autonomousvehicles
[76] #autonomousvehicles,#selfdriving
[72] #robotics,#driverless
[72] #startups,#startup
[72] #startup,#robot
[71] #driverless,#driverlesscars
[71] #driverlesscars,#startups

Top Word Pairs in Tweet in G5:
[51] #ai,#iot
[32] #selfdrivingcars,#ai
[26] #smartcities,cc
[25] motorcycle,transform
[25] transform,flying
[25] flying,vehicle
[25] vehicle,startupselfie
[25] startupselfie,#selfdrivingcars
[25] #iot,#smartcities
[24] ronald_vanloon,motorcycle

Top Word Pairs in Tweet in G6:
[12] self,driving
[3] driverless,cars
[3] driving,cars
[2] #autonomousvehicles,#selfdrivingcars
[2] #selfdriving,#selfdrivingcars
[2] smart,roads
[2] #guidaautonoma,#selfdrivingcars
[2] #selfdrivingcars,#ai
[2] driving,vehicles
[2] driving,car

Top Word Pairs in Tweet in G7:
[14] wonder,self
[14] self,driving
[14] driving,cars
[14] cars,handle
[14] handle,snow
[14] snow,answer
[14] answer,team's
[14] team's,idea
[14] idea,using
[14] using,radar

Top Word Pairs in Tweet in G8:
[3] microsoft,join
[3] join,gm
[3] gm,honda
[3] honda,institutional
[3] institutional,investors
[3] investors,combined
[3] combined,equity
[3] equity,investment
[3] investment,more
[3] microsoft,partners

Top Word Pairs in Tweet in G9:
[13] self,driving
[12] #ai,#datascientist
[10] driving,cars
[10] #datascientist,#datascience
[9] #cloudcomputing,#futureofwork
[8] #datascience,#cloudcomputing
[8] #futureofwork,#bigdata
[6] lanceeliot,#aitrends
[6] #aitrends,#selfdriving
[6] #selfdriving,#ai

Top Word Pairs in Tweet in G10:
[2] paulpingles,ramraj35hotmai1
[2] ramraj35hotmai1,sharescope
[2] sharescope,seeingmachines
[2] seeingmachines,temperowkamusic
[2] temperowkamusic,bhamkam
[2] bhamkam,ovt_tech
[2] ovt_tech,speno011
[2] speno011,valaafshar

Top Replied-To
Top Replied-To in Entire Graph:
@taylorb16445829
@microsoft
@techcrunch
@elonmusk
@navtechradar
@bosch
@tusimpleai
@easy_mile
@techrounder
@mhanchinmani

Top Replied-To in G1:
@taylorb16445829
@jadp
@mhanchinmani
@palrobotics
@glengilmore
@mikewilks
@forbestech
@zoox
@mobileye
@easy_mile

Top Replied-To in G2:
@marcusborba
@pascal_bornet
@jeroenbartelse
@motionaldrive

Top Replied-To in G4:
@techcrunch
@elonmusk

Top Replied-To in G5:
@navtechradar
@tesla

Top Replied-To in G8:
@microsoft

Top Replied-To in G9:
@iotguide

Top Replied-To in G10:
@paulpingles

Top Mentioned
Top Mentioned in Entire Graph:
@analytics_699
@pinakilaskar
@fisheyebox
@guidaautonoma
@mvollmer1
@haroldsinnott
@jeroenbartelse
@enricomolinari
@eli_krumova
@nancytr83158469

Top Mentioned in G1:
@analytics_699
@pinakilaskar
@fisheyebox
@guidaautonoma
@haroldsinnott
@eli_krumova
@nancytr83158469
@selfdriving360
@grandparobot
@wil_bielert

Top Mentioned in G2:
@mvollmer1
@jeroenbartelse
@alvinfoo
@enricomolinari
@nicochan33
@haroldsinnott
@pawlowskimario
@jblefevre60
@frronconi
@andi_staub

Top Mentioned in G3:
@enricomolinari
@gigadgets_
@uniladtech
@pinakilaskar
@wef
@mvollmer1
@analytics_699
@mikequindazzi
@haroldsinnott
@fisheyebox

Top Mentioned in G4:
@guidaautonoma
@analytics_699
@minachan77
@kalydeoo
@glengilmore
@arikring
@nancytr83158469
@pinakilaskar
@tesla
@techcrunch

Top Mentioned in G5:
@ronald_vanloon
@startupselfie
@enr
@mashable
@digitaltrends
@welcomeai
@jblefevre60
@seeker
@guidaautonoma
@wevolverapp

Top Mentioned in G6:
@aftvitaliy

Top Mentioned in G7:
@mit_csail
@cfisherwrites
@istaustria
@tuvienna

Top Mentioned in G8:
@gm
@microsoft
@cruise
@backendnewsnet
@thenextweb
@mrgreene1977
@reuters
@classcnbc

Top Mentioned in G9:
@lanceeliot
@pinakilaskar
@fisheyebox
@corix_jc
@forbes
@analytics_699
@csoonline
@guidaautonoma
@ronald_vanloon
@frronconi

Top Mentioned in G10:
@ramraj35hotmai1
@sharescope
@seeingmachines
@temperowkamusic
@bhamkam
@ovt_tech
@speno011
@valaafshar
@conkers3
@paulpingles

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@cybersec_feeds
@chidambara09
@susanneleist
@annemariayritys
@gambiste1
@femtech_
@dublencoigor
@andyvermaut

Top Tweeters in G1:
@cybersec_feeds
@chidambara09
@femtech_
@marino29b
@xaelbot
@codedailybot
@businessinsider
@codegnuts
@santchiweb
@fintechna

Top Tweeters in G2:
@susanneleist
@sudeepkhatri
@dimyboy
@reuters
@boersende
@tess_blue815
@lelkan
@amazingchevvolt
@ssxman2
@bot_innovation

Top Tweeters in G3:
@annemariayritys
@andyvermaut
@rvp
@cybersecurityn8
@drumeshprabhu
@ilovebooks786
@caring_mobile
@lkafle
@thomaspower
@ideasusadas

Top Tweeters in G4:
@paoloigna1
@gambiste1
@thehill
@quick13
@applertweet
@code_convention
@artificialbra1n
@techcrunch
@markderiz
@microsoftrtweet

Top Tweeters in G5:
@dublencoigor
@evankirstel
@benjamindemers2
@calcaware
@gadiooumoul
@digitaltrends
@sreyyazdemir
@popasmedia
@macilree
@tuncali129

Top Tweeters in G6:
@drrimmer
@abekay2
@aftvitaliy
@johnvoelcker
@mypalsammy
@healerkenneth
@teckvado
@loganlynn01
@passion_4tech
@smartcity4italy

Top Tweeters in G7:
@syawal
@patentbuddy
@dahstar
@sysgineer1986
@quarantafilippo
@dave_co_dev
@edwhittaker
@phermar
@mit_csail
@ivrolan

Top Tweeters in G8:
@thenextweb
@anjahoffmann
@dansar39
@classcnbc
@nsantarelli
@itp_english
@microsoft
@kswiszy201
@gm
@tomherdez

Top Tweeters in G9:
@sectest9
@forbes
@corix_jc
@corixpartners
@transform_sec
@lgomezperu
@autoscreens
@iotguide
@csoonline
@mckinsey

Top Tweeters in G10:
@valaafshar
@conkers3
@speno011
@paulpingles
@bhamkam
@samsung
@seeingmachines
@sharescope
@temperowkamusic
@ovt_tech


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