#selfdrivingcars, Twitter, 12/19/2019 12:52:20 AM, 219113


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#selfdrivingcars_2019-12-18_12-45-04.xlsx
#selfdrivingcars_2019-12-18_12-45-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 19, 2019
Short Description:
#selfdrivingcars via NodeXL http://bit.ly/2r5aQwc
@robotconsumer
@mvollmer1
@mikequindazzi
@enricomolinari
@jeroenbartelse
@ronald_vanloon
@paula_piccard
@guidaautonoma
@driverlessnow
@wef

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

Description:
Description
The graph represents a network of 2,446 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, 18 December 2019 at 20:48 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 11-day, 15-hour, 0-minute period from Friday, 06 December 2019 at 09:56 UTC to Wednesday, 18 December 2019 at 00:56 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 : 2446
Unique Edges : 5859
Edges With Duplicates : 3071
Total Edges : 8930
Number of Edge Types : 3
Mentions : 8196
Tweet : 693
Replies to : 41
Self-Loops : 693
Reciprocated Vertex Pair Ratio : 0.0104720225070334
Reciprocated Edge Ratio : 0.0207269914926527
Connected Components : 156
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 2149
Maximum Edges in a Connected Component : 8612
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.40545
Graph Density : 0.00108101871592032
Modularity : 0.413879
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,446 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, 18 December 2019 at 20:48 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 11-day, 15-hour, 0-minute period from Friday, 06 December 2019 at 09:56 UTC to Wednesday, 18 December 2019 at 00:56 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:
[43] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206131
[33] https://www.youtube.com/watch?v=OC9fozdCl2E&feature=youtu.be

[24] https://gizmodo.com/air-france-hopes-to-reduce-delays-with-self-driving-lug-1840313455
[24] https://www.inc.com/kevin-ryan/self-driving-cars-future-5g-cybersecurity.html
[21] https://innovationorigins.com/transpolis-europes-largest-mobility-testing-ground-is-located-in-france/
[19] https://techcrunch.com/2019/12/14/volkswagen-to-bring-self-driving-electric-shuttles-to-qatar-by-2022/
[18] https://mindmatters.ai/2019/12/will-self-driving-cars-change-moral-decision-making/
[18] https://www.cnet.com/features/yes-these-top-5g-benefits-are-actually-coming-to-you-now-we-know-when/#ftag=COS-05-10aaa0j
[15] https://www.forbes.com/sites/lanceeliot/2019/12/08/artificial-stupidity-could-be-the-crux-to-ai-and-achieving-true-self-driving-cars/
[15] https://newsdio.com/stop-saying-that-driverless-cars-will-help-older-people/2254/

Top URLs in Tweet in G1:
[5] https://www.websystemer.no/self-driving-car-finding-lane-lines/
[4] https://gizmodo.com/air-france-hopes-to-reduce-delays-with-self-driving-lug-1840313455
[3] https://www.youtube.com/watch?v=OC9fozdCl2E&feature=youtu.be

[3] https://www.supplychaintoday.com/quotes-self-driving-cars/
[3] https://innovationorigins.com/transpolis-europes-largest-mobility-testing-ground-is-located-in-france/
[2] https://techcrunch.com/2019/12/14/volkswagen-to-bring-self-driving-electric-shuttles-to-qatar-by-2022/
[2] http://tweetedtimes.com/postoff25
[2] https://www.inc.com/kevin-ryan/self-driving-cars-future-5g-cybersecurity.html
[2] http://www.supplychaintoday.com/quotes-self-driving-cars/
[2] https://twitter.com/Paula_Piccard

Top URLs in Tweet in G2:
[34] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206131
[12] https://www.forbes.com/sites/lanceeliot/2019/07/25/what-it-is-really-like-being-inside-a-self-driving-car-on-our-public-roadways/?ss=logistics-transport#4d5300442e38
[9] https://www.forbes.com/sites/cognitiveworld/2019/12/08/how-autonomous-vehicles-fit-into-our-ai-enabled-future/
[8] https://mindmatters.ai/2019/12/will-self-driving-cars-change-moral-decision-making/
[8] https://mindmatters.ai/2019/12/death-spurs-demand-for-more-oversight-of-self-driving-cars/
[8] https://twitter.com/mvollmer1
[7] https://www.inc.com/kevin-ryan/self-driving-cars-future-5g-cybersecurity.html
[7] https://edgy.app/robocar-the-worlds-fastest-autonomous-car?pfrom=tech&fp=a1
[7] https://newsdio.com/stop-saying-that-driverless-cars-will-help-older-people/2254/
[6] https://www.caranddriver.com/news/amp30153010/toyota-e-palette-mobility-olympics/

Top URLs in Tweet in G3:
[18] https://www.cnet.com/features/yes-these-top-5g-benefits-are-actually-coming-to-you-now-we-know-when/#ftag=COS-05-10aaa0j
[8] https://newsdio.com/stop-saying-that-driverless-cars-will-help-older-people/2254/
[7] https://autome.me/the-three-challenges-faced-by-uber-self-driving-cars-plan/
[7] https://innovationorigins.com/transpolis-europes-largest-mobility-testing-ground-is-located-in-france/
[7] https://techcrunch.com/2019/12/14/volkswagen-to-bring-self-driving-electric-shuttles-to-qatar-by-2022/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206131
[6] https://www.youtube.com/watch?v=OC9fozdCl2E&feature=youtu.be

[5] https://www.forbes.com/sites/lanceeliot/2019/12/08/artificial-stupidity-could-be-the-crux-to-ai-and-achieving-true-self-driving-cars/
[5] https://www.forbes.com/sites/lanceeliot/2019/12/14/heres-why-shrewd-survivalists-know-you-should-dread-self-driving-cars/#690b88b54cd9
[5] https://arxiv.org/abs/1911.08044

Top URLs in Tweet in G4:
[22] https://www.youtube.com/watch?v=OC9fozdCl2E&feature=youtu.be

[15] https://gizmodo.com/air-france-hopes-to-reduce-delays-with-self-driving-lug-1840313455
[12] https://www.inc.com/kevin-ryan/self-driving-cars-future-5g-cybersecurity.html
[9] https://www.theverge.com/2019/12/9/21002911/mercedes-benz-bosch-self-driving-taxi-car-sclass-san-jose-autonomous
[7] https://techcrunch.com/2019/12/14/volkswagen-to-bring-self-driving-electric-shuttles-to-qatar-by-2022/
[6] https://www.scmp.com/news/world/united-states-canada/article/3042148/its-almost-2020-where-are-all-driverless-cars
[6] https://innovationorigins.com/transpolis-europes-largest-mobility-testing-ground-is-located-in-france/
[6] http://datahacker.rs/journey-through-history/
[5] https://www.reuters.com/article/us-autos-self-driving-argo-focus/argo-takes-different-road-to-skirt-self-driving-challenges-idUSKBN1YF18C
[4] https://mindmatters.ai/2019/12/will-self-driving-cars-change-moral-decision-making/

Top URLs in Tweet in G5:
[2] https://www.weforum.org/agenda/2018/01/8-ways-ai-can-help-save-the-planet/
[1] https://twitter.com/i/web/status/1203571813193846784
[1] https://twitter.com/i/web/status/1204966632650616832
[1] https://twitter.com/i/web/status/1206987193400594433
[1] https://twitter.com/i/web/status/1205329019589271553
[1] https://twitter.com/i/web/status/1205668135807979529
[1] https://twitter.com/i/web/status/1203770664965951488
[1] https://twitter.com/i/web/status/1206372772143742976
[1] https://twitter.com/i/web/status/1203353590313766912
[1] https://twitter.com/i/web/status/1206808829725466624

Top URLs in Tweet in G6:
[4] https://twinybots.ch/
[3] https://mindmatters.ai/2019/12/will-self-driving-cars-change-moral-decision-making/
[2] https://www.roboticsbusinessreview.com/unmanned/unmanned-ground/infographic-an-animated-look-at-how-self-driving-cars-work/
[2] http://eVolocopter.com
[2] http://stop.zona-m.net/2019/09/let-self-driving-cars-kill-pedestrians.-or-not/
[2] http://www.futurecar.com/
[2] http://www.bluespace.ai
[1] https://www.key4biz.it/5g-e-trasporti-intelligenti-come-cambia-la-mobilita-con-larrivo-della-guida-autonoma-e-connessa/281441/
[1] https://bdtechtalks.com/2019/10/15/tesla-driverless-car-ai-challenges/
[1] https://twitter.com/techreview/status/1202828677052063744

Top URLs in Tweet in G7:
[2] https://www.holoniq.com/notes/the-global-ai-strategy-landscape/
[1] https://twitter.com/i/web/status/1206323545321676800
[1] https://twitter.com/i/web/status/1203786830023315456
[1] https://twitter.com/i/web/status/1202921377738526720
[1] https://twitter.com/i/web/status/1205458092932112384
[1] https://twitter.com/i/web/status/1204814628083175424
[1] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/8ae12e164d67dde3014d75f4dfba5d08?cid=8a99832f6ed89048016ed8ce4205083a&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Flanceeliot%2F2019%2F11%2F28%2Fwhy-youll-be-thankful-and-leave-a-tip-after-riding-in-a-self-driving-car%2F
[1] https://gizmodo.com/air-france-hopes-to-reduce-delays-with-self-driving-lug-1840313455
[1] https://twitter.com/i/web/status/1190013574527111168
[1] https://innovationorigins.com/transpolis-europes-largest-mobility-testing-ground-is-located-in-france/

Top URLs in Tweet in G8:
[5] https://plus.ai
[5] https://www.cnet.com/roadshow/news/self-driving-semi-plus-ai-cross-country/
[5] https://www.statesman.com/business/20191211/ford-adding-to-austin-self-driving-car-operation
[3] https://www.cnet.com/roadshow/news/honda-self-driving-car-technology-japan/
[3] https://www.forbes.com/sites/sebastianblanco/2019/12/10/nuro-self-driving-robots-will-deliver-walmart-groceries-in-houston/
[3] https://www.marketwatch.com/story/honda-still-on-track-for-at-least-some-kind-of-self-driving-car-in-2020-2019-12-09
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=63961d60-1c5d-11ea-949e-158b91f8ab52&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMi0xMS9nbS1zLWZvcm1lci1wcmVzaWRlbnQtYW1tYW5uLWNhbGxzLWZvci10aGUtZW5kLW9mLWNhci1vd25lcnNoaXA=
[2] https://www.fastcompany.com/90442316/how-self-driving-car-tech-could-help-drones-monitor-power-lines-to-prevent-wildfires
[2] https://finance.yahoo.com/news/autonomous-vehicles-aim-highs-driverless-132001217.html
[2] https://www.cnet.com/roadshow/news/mercedes-benz-bosch-self-driving-s-class-san-jose/

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1205579536173273093
[1] https://twitter.com/i/web/status/1206929425050128386

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1206710737722380289
[1] https://twitter.com/i/web/status/1206986544084598785
[1] https://twitter.com/i/web/status/1206713486950248453
[1] https://www.websystemer.no/self-driving-car-finding-lane-lines/

Top Domains
Top Domains in Tweet in Entire Graph:
[752] twitter.com
[107] forbes.com
[45] youtube.com
[43] nodexlgraphgallery.org
[39] cnet.com
[35] theverge.com
[31] techcrunch.com
[29] inc.com
[26] reuters.com
[26] mindmatters.ai

Top Domains in Tweet in G1:
[70] twitter.com
[8] websystemer.no
[6] supplychaintoday.com
[4] gizmodo.com
[3] youtube.com
[3] innovationorigins.com
[2] techcrunch.com
[2] tweetedtimes.com
[2] inc.com
[2] forbes.com

Top Domains in Tweet in G2:
[295] twitter.com
[58] forbes.com
[34] nodexlgraphgallery.org
[16] mindmatters.ai
[12] theverge.com
[10] co.uk
[9] cnet.com
[8] reuters.com
[8] yahoo.com
[8] cbinsights.com

Top Domains in Tweet in G3:
[142] twitter.com
[19] cnet.com
[18] forbes.com
[16] youtube.com
[9] techcrunch.com
[8] newsdio.com
[7] autome.me
[7] innovationorigins.com
[6] nodexlgraphgallery.org
[6] theverge.com

Top Domains in Tweet in G4:
[50] twitter.com
[22] youtube.com
[17] techcrunch.com
[16] inc.com
[15] gizmodo.com
[14] theverge.com
[14] forbes.com
[10] reuters.com
[10] datahacker.rs
[7] scmp.com

Top Domains in Tweet in G5:
[14] twitter.com
[2] weforum.org
[1] datahacker.rs

Top Domains in Tweet in G6:
[63] twitter.com
[4] twinybots.ch
[4] futurecar.com
[3] mindmatters.ai
[3] forbes.com
[3] hubfirms.com
[2] roboticsbusinessreview.com
[2] medium.com
[2] linkedin.com
[2] reuters.com

Top Domains in Tweet in G7:
[10] twitter.com
[2] holoniq.com
[1] ziftsolutions.com
[1] gizmodo.com
[1] innovationorigins.com
[1] bizjournals.com
[1] strategy-business.com
[1] t.co

Top Domains in Tweet in G8:
[32] twitter.com
[11] forbes.com
[10] cnet.com
[6] autonews.com
[5] plus.ai
[5] yahoo.com
[5] statesman.com
[4] bloomberg.com
[3] theverge.com
[3] marketwatch.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] websystemer.no

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2203] selfdrivingcars
[1503] ai
[1227] iot
[988] autonomousvehicles
[702] 5g
[392] selfdriving
[362] deeplearning
[342] artificialintelligence
[322] driverlesscars
[311] ar



Top Hashtags in Tweet in G1:
[262] selfdrivingcars
[254] iot
[225] ai
[137] autonomousvehicles
[125] innovation
[119] 5g
[116] smartcities
[104] tech
[96] drones
[92] supplychain

Top Hashtags in Tweet in G2:
[605] ai
[603] selfdrivingcars
[508] iot
[351] autonomousvehicles
[293] 5g
[174] deeplearning
[161] selfdriving
[160] ar
[146] robotics
[141] machinelearning

Top Hashtags in Tweet in G3:
[550] selfdrivingcars
[322] ai
[238] autonomousvehicles
[226] iot
[148] 5g
[88] selfdriving
[70] artificialintelligence
[63] driverless
[62] driverlesscars
[61] robotics

Top Hashtags in Tweet in G4:
[365] selfdrivingcars
[167] autonomousvehicles
[164] iot
[130] driverlesscars
[119] ai
[100] digitaltransformation
[79] selfdriving
[51] 5g
[47] deeplearning
[40] ar

Top Hashtags in Tweet in G5:
[161] ai
[118] selfdrivingcars
[78] artificialintelligence
[70] ml
[53] deeplearning
[50] lidar
[45] mi
[39] algorithms
[34] internetofthings
[31] 5g

Top Hashtags in Tweet in G6:
[71] selfdrivingcars
[16] selfdriving
[16] autonomousvehicles
[10] ai
[7] fintech
[7] autonomousdriving
[6] artificialintelligence
[6] machinelearning
[6] technology
[5] automotive

Top Hashtags in Tweet in G7:
[47] iot
[42] 5g
[41] ar
[40] emergingtech
[32] ai
[29] gdp
[23] selfdrivingcars
[7] lyft
[6] autonomousvehicles
[5] robotics

Top Hashtags in Tweet in G8:
[61] selfdrivingcars
[39] autonomousvehicles
[3] pickups
[3] suvs
[3] automotive
[3] innovation
[2] waymo
[2] volkswagen
[2] autonomouscar
[2] ai

Top Hashtags in Tweet in G9:
[131] bigdata
[65] makeyourownlane
[65] defstar5
[64] analytics
[64] dataanalytics
[63] futureofwork
[63] java
[4] selfdrivingcars
[4] ai
[3] autonomousvehicle

Top Hashtags in Tweet in G10:
[14] selfdrivingcars
[14] python
[13] chicktech
[13] robotics
[13] programming
[13] girlcoders
[1] actionmovie
[1] willsmith
[1] girlswhocode
[1] womenintech

Top Words
Top Words in Tweet in Entire Graph:
[2705] Words in Sentiment List#1: Positive
[873] Words in Sentiment List#2: Negative
[42] Words in Sentiment List#3: Angry/Violent
[90099] Non-categorized Words
[93716] Total Words
[2614] gt
[2205] #selfdrivingcars
[1527] #ai
[1227] #iot
[1010] mikequindazzi

Top Words in Tweet in G1:
[263] #selfdrivingcars
[263] mvollmer1
[254] #iot
[247] enricomolinari
[227] #ai
[212] future
[137] #autonomousvehicles
[136] gt
[125] #innovation
[119] #5g

Top Words in Tweet in G2:
[1911] gt
[686] mikequindazzi
[607] #ai
[600] #selfdrivingcars
[508] #iot
[351] #autonomousvehicles
[291] #5g
[223] guidaautonoma
[183] car
[174] #deeplearning

Top Words in Tweet in G3:
[551] #selfdrivingcars
[388] gt
[339] #ai
[238] #autonomousvehicles
[226] #iot
[148] #5g
[141] mvollmer1
[133] driving
[117] car
[115] mikequindazzi

Top Words in Tweet in G4:
[368] #selfdrivingcars
[303] jeroenbartelse
[181] paula_piccard
[177] driving
[173] self
[167] #autonomousvehicles
[164] #iot
[145] waymo
[130] #driverlesscars
[122] #ai

Top Words in Tweet in G5:
[161] #ai
[138] ronald_vanloon
[118] #selfdrivingcars
[107] wef
[78] #artificialintelligence
[70] #ml
[52] #deeplearning
[50] #lidar
[50] perception
[50] powering

Top Words in Tweet in G6:
[71] #selfdrivingcars
[29] driving
[24] self
[21] cars
[16] #selfdriving
[16] #autonomousvehicles
[11] autonomous
[10] #ai
[7] making
[7] #fintech

Top Words in Tweet in G7:
[71] mikequindazzi
[47] #iot
[42] #5g
[41] #ar
[40] #emergingtech
[39] leverages
[39] help
[39] drivers
[39] see
[39] invisible

Top Words in Tweet in G8:
[79] driving
[78] self
[61] #selfdrivingcars
[39] #autonomousvehicles
[30] driverlessnow
[25] car
[23] cars
[13] ford
[11] tech
[11] autonomous

Top Words in Tweet in G9:
[131] #bigdata
[88] coast
[65] #makeyourownlane
[65] #defstar5
[64] pros
[64] cons
[64] internet
[64] things
[64] #analytics
[64] #dataanalytics

Top Words in Tweet in G10:
[53] old
[53] self
[53] driving
[53] car
[53] thanks
[53] elonmusk
[52] princess
[52] shanelle
[52] 11
[52] year

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1724] gt,gt
[605] self,driving
[594] #ai,#iot
[298] mikequindazzi,gt
[274] #selfdrivingcars,#ai
[270] #iot,#5g
[220] #tech,#innovation
[210] waymo,#selfdrivingcars
[209] #selfdrivingcars,work
[208] look,inside

Top Word Pairs in Tweet in G1:
[105] #smartcities,#iot
[103] vehicles,common
[103] common,future
[103] future,video
[103] #5g,#tech
[102] #tech,#innovation
[102] #innovation,#smartcities
[101] #ai,#iot
[92] #drones,#supplychain
[91] next,flying

Top Word Pairs in Tweet in G2:
[1264] gt,gt
[349] #ai,#iot
[233] mikequindazzi,gt
[220] #selfdrivingcars,#ai
[181] #iot,#5g
[101] #machinelearning,#ar
[100] #ar,tech
[100] #smartphone,navigation
[90] gt,gigadgets_
[88] ready,#autonomousvehicles

Top Word Pairs in Tweet in G3:
[253] gt,gt
[105] self,driving
[104] #ai,#iot
[82] #selfdrivingcars,#autonomousvehicles
[64] #ai,#ml
[56] #iot,#selfdrivingcars
[54] #3d,simulator
[54] simulator,provides
[54] provides,testbed
[54] testbed,#selfdrivingcars

Top Word Pairs in Tweet in G4:
[172] self,driving
[110] look,inside
[110] inside,waymo
[110] waymo,#selfdrivingcars
[109] #selfdrivingcars,work
[109] work,#autonomousvehicles
[108] #autonomousvehicles,#driverlesscars
[100] #driverlesscars,#digitaltransformation
[100] #digitaltransformation,#iot
[98] paula_piccard,look

Top Word Pairs in Tweet in G5:
[50] #lidar,perception
[50] perception,powering
[50] powering,#selfdrivingcars
[49] #deeplearning,#lidar
[49] #selfdrivingcars,nvidia
[47] ways,#artificialintelligence
[45] #artificialintelligence,approaching
[45] approaching,world
[45] world,biggest
[45] biggest,problems

Top Word Pairs in Tweet in G6:
[24] self,driving
[13] driving,cars
[7] #autonomousvehicles,#selfdrivingcars
[6] autonomous,cars
[4] #selfdriving,#selfdrivingcars
[4] cars,change
[4] change,moral
[4] moral,decision
[4] decision,making
[4] #insurtech,#selfdrivingcars

Top Word Pairs in Tweet in G7:
[39] #emergingtech,leverages
[39] leverages,#ar
[39] #ar,help
[39] help,drivers
[39] drivers,see
[39] see,invisible
[39] invisible,nissan
[39] #iot,#5g
[37] nissan,mikequindazzi
[37] mikequindazzi,#iot

Top Word Pairs in Tweet in G8:
[78] self,driving
[36] #selfdrivingcars,#autonomousvehicles
[21] driving,cars
[16] driving,car
[8] forbes,#selfdrivingcars
[6] first,cross
[6] cross,country
[6] driverlessnow,self
[5] driving,technology
[5] driving,semi

Top Word Pairs in Tweet in G9:
[64] pros,cons
[64] cons,internet
[64] internet,things
[64] things,#bigdata
[64] #bigdata,#analytics
[64] #analytics,#defstar5
[64] #defstar5,#dataanalytics
[64] #dataanalytics,#makeyourownlane
[64] #makeyourownlane,#bigdata
[63] ussllc_,pros

Top Word Pairs in Tweet in G10:
[53] self,driving
[53] driving,car
[52] princess,shanelle
[52] shanelle,11
[52] 11,year
[52] year,old
[52] old,cameroonian
[52] cameroonian,made
[52] made,ultrasonic
[52] ultrasonic,self

Top Replied-To
Top Replied-To in Entire Graph:
@waymo
@davidlogan2020
@mercedesbenz
@jrosenworcel
@honda
@volkswagen
@mujiusa
@dallaragroup
@uber
@elonmusk

Top Replied-To in G1:
@davidlogan2020
@elonmusk
@mujiusa
@koredotai
@blogalto
@pascal_bornet
@daimler
@rvp
@audreydesisto
@mikequindazzi

Top Replied-To in G2:
@aurora_inno

Top Replied-To in G3:
@honda
@volkswagen
@dallaragroup
@uber
@techreview

Top Replied-To in G4:
@waymo
@jeroenbartelse
@prahata

Top Replied-To in G6:
@isr_umd

Top Replied-To in G7:
@strategyand

Top Replied-To in G8:
@mercedesbenz
@mobileye
@argoai
@ford

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@mvollmer1
@jeroenbartelse
@paula_piccard
@guidaautonoma
@ronald_vanloon
@enricomolinari
@nvidia
@waymo
@wef

Top Mentioned in G1:
@mvollmer1
@enricomolinari
@jrzaranoid
@fisher85m
@pawlowskimario
@gigadgets_
@paula_piccard
@mikequindazzi
@daimler
@jeroenbartelse

Top Mentioned in G2:
@mikequindazzi
@guidaautonoma
@nvidia
@phiarup
@gigadgets_
@paula_piccard
@mikequi
@ronald_vanloon
@mvollmer1
@waymo

Top Mentioned in G3:
@mvollmer1
@jeroenbartelse
@guidaautonoma
@mikequindazzi
@seeker
@paula_piccard
@haroldsinnott
@enricomolinari
@mikequin
@frronconi

Top Mentioned in G4:
@jeroenbartelse
@paula_piccard
@waymo
@seek
@mvollmer1
@scmpnews
@phiarup
@spirosmargaris
@mikequindazzi
@verge

Top Mentioned in G5:
@ronald_vanloon
@wef
@nvidia
@mikequindazzi
@pawlowskimario
@tachouhoner
@davorjord
@marcusborba
@seeker
@enricomolinari

Top Mentioned in G6:
@futurecar_media
@lovebeanscoffee
@adriandomainame

Top Mentioned in G7:
@mikequindazzi
@nissan
@topcybernews
@holoniq
@thomas_harrer
@mvollmer1
@luminartech
@paula_piccard
@jeroenbartelse
@annapurani93

Top Mentioned in G8:
@driverlessnow
@forbes
@cnet
@statesman
@ford
@mercedesbenz
@autonewseurope
@verge
@marketwatch
@yahoo

Top Mentioned in G9:
@ussllc_
@iamgrvj
@mikequindazzi
@ruddyluce
@nvidia
@jrzaranoid

Top Mentioned in G10:
@elonmusk
@rodriiqq
@mpara10
@chicktechatx
@autoautoai
@arnoldachiri
@websystemer
@topcybernews
@nissan

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@paoloigna1
@deejayiwan
@evankirstel
@chidambara09
@ericdemarylebon
@techl0g
@5fec93919a544d3
@thehill

Top Tweeters in G1:
@deejayiwan
@techl0g
@itknowingness
@rvp
@fintechna
@cberrl
@janiecestaton
@swissbusiness
@ggtidbegcypcxdo
@marshacollier

Top Tweeters in G2:
@sectest9
@paoloigna1
@chidambara09
@clairebotai
@billnigh
@iam__network
@calcaware
@ele9061
@andrewmorrisuk
@gezgintrk

Top Tweeters in G3:
@evankirstel
@ottlegalrebels
@business
@richsimmondsza
@lelkan
@rousseauagnes
@mashable
@nancyrubin
@cnbc
@bar_zie

Top Tweeters in G4:
@jornalistavitor
@ericdemarylebon
@thehill
@reuters
@thepainterflynn
@amazingchevvolt
@nytimes
@andyvandyke
@saukel
@rwang0

Top Tweeters in G5:
@glaciarblue
@vivmilano
@rulesbenitez
@dukdaffe
@hannaraptor
@acertijo
@silentseawolf
@enrirosasdiaz
@fmfrancoise
@wef

Top Tweeters in G6:
@thestartupper
@dcs_58
@ankitc265
@gregoriancant
@amruthasuri
@savvytroll
@lovebeanscoffee
@hoffmannanja
@mfioretti_en
@andresvarela

Top Tweeters in G7:
@cybersec_feeds
@ham_gretsky
@businessline
@xhnews
@carnmcgrath
@topcybernews
@yourxss
@mt_lynx
@spain_eu_dubai
@poramatepi

Top Tweeters in G8:
@businessinsider
@guardian
@irishtimes
@foxnews
@marketwatch
@airfrance
@vonliesse
@foxbusiness
@yahoosports
@statesman

Top Tweeters in G9:
@phoenixgyaan
@jesirok
@thomashilbig2
@majorexxt
@callmenickwoods
@swiftcoentinc
@proflmartin
@jeffkagan
@lilpookie0906
@backwoodnash

Top Tweeters in G10:
@femtech_
@rockswagg
@womencodersbot
@santherlabelle
@sirflorianj
@boakyetweets
@ginaparnell
@aamy4ever
@minettelontsie
@xsavitar


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