#selfdrivingcars, Twitter, 9/9/2020 1:39:04 PM, 234860


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#selfdrivingcars_2020-09-09_05-36-02.xlsx
#selfdrivingcars_2020-09-09_05-36-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2020
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3idNWs3
@robotconsumer
@enricomolinari
@jeroenbartelse
@pinakilaskar
@mvollmer1
@fisheyebox
@haroldsinnott
@selfdriving360
@guidaautonoma
@wef

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

Description:
Description
The graph represents a network of 2,361 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, 09 September 2020 at 12:43 UTC.

The requested start date was Wednesday, 09 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 19-day, 23-hour, 3-minute period from Thursday, 20 August 2020 at 00:06 UTC to Tuesday, 08 September 2020 at 23:10 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 : 2361
Unique Edges : 3195
Edges With Duplicates : 14993
Total Edges : 18188
Number of Edge Types : 5
Retweet : 6428
MentionsInRetweet : 9654
Tweet : 765
Mentions : 1316
Replies to : 25
Self-Loops : 965
Reciprocated Vertex Pair Ratio : 0.0241468126207341
Reciprocated Edge Ratio : 0.0471549827098397
Connected Components : 127
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 2154
Maximum Edges in a Connected Component : 17801
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.229612
Graph Density : 0.00114178852683795
Modularity : 0.221342
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,361 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, 09 September 2020 at 12:43 UTC.

The requested start date was Wednesday, 09 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 19-day, 23-hour, 3-minute period from Thursday, 20 August 2020 at 00:06 UTC to Tuesday, 08 September 2020 at 23:10 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:
[144] https://www.selfdrivingcars360.com/
[59] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234210
[38] https://dicktaylorblog.com/2020/09/06/car-radios-the-future/
[33] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232992
[32] https://www.wsj.com/articles/robot-trucks-are-seeking-inroads-into-freight-business-11598954400
[24] https://www.forbes.com/sites/lanceeliot/2020/08/20/ai-as-being-truthful-or-a-liar-including-while-at-the-wheel-of-self-driving-cars/#4976d19f153c
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233606
[22] https://www.cnet.com/roadshow/news/self-driving-car-tests-locations-tracking-tool/
[21] https://www.bloomberg.com/tosv2.html?vid=&uuid=c03c25f0-96f6-11ea-8987-f3a427234058&url=L2ZlYXR1cmVzLzIwMjAtc2VsZi1kcml2aW5nLWNhci1yYWNlLw==
[18] https://www.consumerreports.org/autonomous-driving/tesla-full-self-driving-capability-review-falls-short-of-its-name/

Top URLs in Tweet in G1:
[46] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234210
[26] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232992
[25] https://www.selfdrivingcars360.com/
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233606
[14] https://www.smallcapvoice.com/9-18-19-smallcapvoice-interview-iiot-oxys-itox/
[12] https://www.linkedin.com/posts/activity-6708996888806387712-1OCi
[12] https://twitter.com/guidaautonoma
[11] https://www.wsj.com/articles/robot-boats-leave-autonomous-cars-in-their-wake-11598673601
[10] https://www.forbes.com/sites/lanceeliot/2020/08/20/ai-as-being-truthful-or-a-liar-including-while-at-the-wheel-of-self-driving-cars/#4976d19f153c
[10] https://www.prnewswire.com/news-releases/fox-robotics-raises-9m-for-self-driving-forklifts-301119515.html

Top URLs in Tweet in G2:
[110] https://www.selfdrivingcars360.com/
[25] https://www.wsj.com/articles/robot-trucks-are-seeking-inroads-into-freight-business-11598954400
[17] https://www.bloomberg.com/tosv2.html?vid=&uuid=c03c25f0-96f6-11ea-8987-f3a427234058&url=L2ZlYXR1cmVzLzIwMjAtc2VsZi1kcml2aW5nLWNhci1yYWNlLw==
[15] https://www.cnet.com/roadshow/news/self-driving-car-tests-locations-tracking-tool/
[14] https://www.consumerreports.org/autonomous-driving/tesla-full-self-driving-capability-review-falls-short-of-its-name/
[12] https://www.forbes.com/sites/lanceeliot/2020/08/20/ai-as-being-truthful-or-a-liar-including-while-at-the-wheel-of-self-driving-cars/#4976d19f153c
[9] https://mashable.com/article/autonomous-vehicles-2025/
[9] https://www.pesmedia.com/aurrigo-autonomous-shuttle-wales-open-20082020/
[8] https://venturebeat.com/2020/09/02/motional-releases-expanded-self-driving-data-set-with-over-1-4-billion-annotated-lidar-points/
[8] https://cleantechnica.com/2020/08/20/10-robotaxi-services-existing-planned/

Top URLs in Tweet in G3:
[8] https://autome.me/4-ai-predictions-and-warnings-by-elon-musk/
[5] https://intelligence.weforum.org/topics/a1G0X000006NvAbUAK?tab=publications
[5] https://www.forbes.com/sites/lanceeliot/2020/08/23/the-ai-intelligence-explosion-might-happen-this-way-including-for-ai-self-driving-cars/#6cb4d1016213
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234210
[4] https://www.selfdrivingcars360.com/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232992
[3] https://www.sae.org/news/press-room/2018/12/sae-international-releases-updated-visual-chart-for-its-%E2%80%9Clevels-of-driving-automation%E2%80%9D-standard-for-self-driving-vehicles
[3] https://cleantechnica.com/2020/08/20/10-robotaxi-services-existing-planned/
[3] https://www.tuvie.com/the-future-of-street-cleaner-system-is-robots/
[3] http://datahacker.rs/the-moral-dilemma-of-self-driving-cars/

Top URLs in Tweet in G4:
[7] https://www.washingtonpost.com/technology/2019/07/17/tesla-floats-fully-self-driving-cars-soon-this-year-many-are-worried-about-what-that-will-unleash/
[3] https://thenextweb.com/shift/2020/08/21/global-ev-market-expected-to-reach-320m-vehicles-by-2040/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232992
[1] https://interestingengineering.com/woman-goes-for-a-walk-on-boeing-737s-wing-to-get-some-air
[1] https://twitter.com/i/web/status/1297075281304473600
[1] https://interestingengineering.com/japans-flying-car-takes-off-for-the-first-time-with-a-passenger-on-board
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234210
[1] https://venturebeat.com/2020/09/08/lidar-sensor-manufacturer-ouster-raises-42-million/
[1] https://semiengineering.com/bridging-the-gap-between-driven-and-driverless-cars/
[1] https://twitter.com/i/web/status/1296747639065546753

Top URLs in Tweet in G5:
[5] https://www.selfdrivingcars360.com/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233606
[2] https://www.youtube.com/watch?v=F2wxTW99nMQ&feature=youtu.be

[2] https://www.youtube.com/watch?v=yUVuiZUhbyA&feature=youtu.be

[2] https://www.automobilemag.com/news/self-driving-cars-morality-blame-accidents/?utm_content=buffer37952&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234210
[2] https://www.supplychaintoday.com/guide-to-artificial-intelligence-for-executives/
[2] https://5gexchange.com
[1] https://www.visualcapitalist.com/visualized-how-much-revenue-automakers-generate-every-second/
[1] https://www.youtube.com/watch?v=kZCeuTzc850&feature=youtu.be


Top URLs in Tweet in G6:
[2] https://www.brookings.edu/research/soft-law-as-a-complement-to-ai-regulation/amp/?__twitter_impression=true
[2] https://www.ttnews.com/articles/self-driving-cars-hit-las-vegas-streets-tech-tradeshow
[1] https://www.theengineer.co.uk/autonomous-vehicles-market/#.Xz4cxf9TStc.twitter
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fnews.voyage.auto%2Fa-supercharged-automatic-emergency-braking-system-6f01baeb116b
[1] https://twitter.com/i/web/status/951546694101069824
[1] https://dy.si/5j7EwJ
[1] https://www.cnn.com/2020/08/13/cars/michigan-self-driving-road/index.html
[1] https://twitter.com/i/web/status/1296425383483645953
[1] https://twitter.com/i/web/status/1296454696350228482
[1] https://paper.li/Alt_ivate/1494433863?read=https%3A%2F%2Fnodexlgraphgallery.org%2FPages%2FGraph.aspx%3FgraphID%3D232992

Top URLs in Tweet in G7:
[4] https://www.equities.com/news/wireless-industry-continues-strong-performance-jeff-kagan
[1] https://www.marketsandmarkets.com/PressReleases/automotive-over-the-air-updates.asp
[1] https://twitter.com/i/web/status/1296306909901815808
[1] https://www.marketsandmarkets.com/Market-Reports/driver-assistance-systems-market-1201.html
[1] https://ride.tech/mobility-lifestyle/hd-map-tech-for-autonomous-vehicles-expected-to-grow-to-20-4-billion-by-2030/
[1] https://www.bosch.com/stories/artificial-intelligence-progress/
[1] https://twitter.com/i/web/status/1297126395978452995
[1] https://www.techrepublic.com/article/tomtom-releases-new-tech-for-autonomous-vehicles-to-better-manage-roads-and-weather/
[1] https://semiengineering.com/bridging-the-gap-between-driven-and-driverless-cars/
[1] https://www.ansa.it/sito/notizie/mondo/dalla_cina/2020/09/03/cina-apre-strada-per-test-auto-senza-pilota-con-5g_26fee594-a798-4369-ba9c-a25d3620f918.html

Top URLs in Tweet in G8:
[6] https://www.forbes.com/sites/lanceeliot/2020/09/04/tenet-is-a-palindrome-and-maybe-self-driving-cars-ought-to-be-reversible-too/
[5] https://blogs.dxc.technology/2019/10/28/how-ai-can-make-fully-autonomous-driving-a-reality/
[3] https://www.forbes.com/sites/lanceeliot/2020/09/01/elon-musks-neuralink-showcase-spurs-mind-copying-discussion-about-ai-and-self-driving-cars/
[3] https://www.forbes.com/sites/johnkoetsier/2020/09/01/whats-hot-in-ai-according-to-training-data-google-ibm-microsoft-are-buying/
[2] https://www.aitrends.com/ai-insider/complexities-of-driving-controls-and-ai-autonomous-cars/
[2] https://www.forbes.com/sites/lanceeliot/2020/09/08/consumer-reports-unmasks-teslas-full-self-driving-mystique-heres-the-upshot/
[2] https://www.forbes.com/sites/lanceeliot/2020/08/20/ai-as-being-truthful-or-a-liar-including-while-at-the-wheel-of-self-driving-cars/
[2] https://www.aitrends.com/ai-insider/ai-autonomous-cars-and-the-challenges-presented-by-the-worlds-most-dangerous-roads/
[2] https://www.hpe.com/us/en/discover/sponsors/dve-2020/DXC_Technology.html
[2] https://www.forbes.com/sites/johnkoetsier/2020/09/01/whats-hot-in-ai-according-to-training-data-google-ibm-microsoft-are-buying/#110a14383534

Top URLs in Tweet in G9:
[11] https://www.forbes.com/sites/lanceeliot/2020/09/01/elon-musks-neuralink-showcase-spurs-mind-copying-discussion-about-ai-and-self-driving-cars/#35a7641b5153
[3] https://www.insurancejournal.com/news/national/2020/07/09/574653.htm
[1] https://www.forbes.com/sites/lanceeliot/2020/09/01/elon-musks-neuralink-showcase-spurs-mind-copying-discussion-about-ai-and-self-driving-cars/
[1] http://feedproxy.google.com/~r/Techcrunch/~3/ghb8g-Ya4Jc/
[1] https://21stcenturywire.com/2020/09/07/will-self-taught-a-i-and-robotics-be-the-end-of-us/
[1] https://www.forbes.com/sites/lanceeliot/2020/08/23/the-ai-intelligence-explosion-might-happen-this-way-including-for-ai-self-driving-cars/#6cb4d1016213

Top URLs in Tweet in G10:
[1] https://www.gov.uk/government/case-studies/aurrigo-makes-breakthrough-in-driverless-pods-technology?hsamp_network=twitter&hsamp=aGACx-4TegvBY
[1] https://www.gov.uk/government/case-studies/5stars-developing-a-security-framework-for-autonomous-and-connected-vehicles?hsamp_network=twitter&hsamp=aGACx-4TegvBY
[1] https://www.gov.uk/government/case-studies/aurrigo-makes-breakthrough-in-driverless-pods-technology
[1] https://twitter.com/i/web/status/1303269359650050049
[1] http://applusidiada/
[1] https://twitter.com/innovateuk/status/1303269359650050049
[1] https://medium.com/@helm_ai/helm-ai-honda-xcelerator-together-driving-innovation-4f7bd22885d3

Top Domains
Top Domains in Tweet in Entire Graph:
[305] twitter.com
[196] selfdrivingcars360.com
[144] forbes.com
[139] iammarketingmedia.com
[130] nodexlgraphgallery.org
[47] aci.it
[46] wsj.com
[40] medium.com
[38] dicktaylorblog.com
[31] youtube.com

Top Domains in Tweet in G1:
[152] twitter.com
[136] iammarketingmedia.com
[103] nodexlgraphgallery.org
[58] forbes.com
[46] aci.it
[33] selfdrivingcars360.com
[22] theverge.com
[21] globalbigdataconference.com
[19] hdmotori.it
[19] medium.com

Top Domains in Tweet in G2:
[154] selfdrivingcars360.com
[36] twitter.com
[26] wsj.com
[21] forbes.com
[19] bloomberg.com
[15] cnet.com
[14] consumerreports.org
[13] mashable.com
[13] cleantechnica.com
[11] venturebeat.com

Top Domains in Tweet in G3:
[13] twitter.com
[12] forbes.com
[9] nodexlgraphgallery.org
[8] autome.me
[5] weforum.org
[5] medium.com
[4] wsj.com
[4] selfdrivingcars360.com
[3] sae.org
[3] cleantechnica.com

Top Domains in Tweet in G4:
[7] washingtonpost.com
[6] twitter.com
[3] nodexlgraphgallery.org
[3] thenextweb.com
[2] interestingengineering.com
[1] venturebeat.com
[1] semiengineering.com
[1] forbes.com
[1] weforum.org
[1] autome.me

Top Domains in Tweet in G5:
[5] youtube.com
[5] selfdrivingcars360.com
[4] nodexlgraphgallery.org
[4] twitter.com
[2] businessinsider.com
[2] automobilemag.com
[2] supplychaintoday.com
[2] 5gexchange.com
[1] visualcapitalist.com
[1] medium.com

Top Domains in Tweet in G6:
[48] twitter.com
[5] paper.li
[5] forbes.com
[3] medium.com
[3] linkedin.com
[3] pioneeringminds.com
[2] co.uk
[2] brookings.edu
[2] ttnews.com
[1] dy.si

Top Domains in Tweet in G7:
[5] twitter.com
[4] equities.com
[2] marketsandmarkets.com
[1] ride.tech
[1] bosch.com
[1] techrepublic.com
[1] semiengineering.com
[1] ansa.it
[1] cmcmarkets.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[26] forbes.com
[5] aitrends.com
[5] twitter.com
[5] dxc.technology
[2] mit.edu
[2] hpe.com
[1] eurekalert.org
[1] eetimes.com
[1] sky.com
[1] mashable.com

Top Domains in Tweet in G9:
[13] forbes.com
[3] insurancejournal.com
[1] google.com
[1] 21stcenturywire.com

Top Domains in Tweet in G10:
[3] gov.uk
[2] twitter.com
[1] applusidiada
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2965] iot
[2779] ai
[2664] selfdrivingcars
[2634] machinelearning
[2475] bigdata
[2292] datascience
[2022] analytics
[1892] python
[1602] rstats
[1456] iiot



Top Hashtags in Tweet in G1:
[2479] machinelearning
[2342] iot
[2285] bigdata
[2186] datascience
[1984] ai
[1941] analytics
[1815] python
[1540] rstats
[1390] iiot
[1352] selfdrivingcars

Top Hashtags in Tweet in G2:
[504] selfdrivingcars
[183] autonomousvehicles
[162] driverlesscars
[159] driverless
[146] selfdriving
[132] ai
[129] automotive
[129] autonomouscars
[110] cars
[101] iot

Top Hashtags in Tweet in G3:
[258] selfdrivingcars
[232] ai
[203] iot
[109] 5g
[101] autonomousvehicles
[91] smartcities
[81] futureofwork
[71] artificialintelligence
[63] sustainability
[58] construction

Top Hashtags in Tweet in G4:
[211] ai
[184] iot
[166] selfdrivingcars
[108] fintech
[88] marketing
[86] autonomousvehicles
[85] smartcities
[61] insurtech
[61] bigdata
[60] ehealth

Top Hashtags in Tweet in G5:
[76] ai
[68] iot
[65] blockchain
[65] 3dprint
[62] autonomousvehicles
[56] selfdriving
[53] tesla
[51] driverless
[37] selfdrivingcars
[17] gigafactory

Top Hashtags in Tweet in G6:
[66] selfdrivingcars
[32] iot
[28] bigdata
[27] machinelearning
[26] datascience
[25] python
[25] algorithms
[25] analytics
[25] iiot
[25] javascript

Top Hashtags in Tweet in G7:
[22] artificialintelligence
[14] selfdrivingcars
[7] ai
[6] autonomousvehicles
[5] iot
[4] technology
[4] iiot
[4] wireless
[3] driverlesscars
[3] 5g

Top Hashtags in Tweet in G8:
[44] ai
[42] selfdrivingcars
[19] autonomousvehicles
[18] autonomousdriving
[16] aitrends
[15] selfdriving
[15] dl
[13] techbrium
[13] forbes
[13] cars

Top Hashtags in Tweet in G9:
[38] ai
[21] selfdrivingcars
[10] aiethics
[7] autonomousvehicles
[6] robots
[5] google
[5] internetofthings
[4] artificialintelligence
[3] ethics
[2] tech

Top Hashtags in Tweet in G10:
[15] coventry
[15] jobs
[9] autonomous
[8] connected
[6] selfdrivingcars
[4] autonomousvehicles
[3] hondaxcelerator
[2] driverlesspods
[2] cybersecurity
[1] collision

Top Words
Top Words in Tweet in Entire Graph:
[2958] #iot
[2770] #ai
[2634] #machinelearning
[2629] #selfdrivingcars
[2454] #bigdata
[2292] #datascience
[2022] #analytics
[1892] #python
[1584] pinakilaskar
[1579] #rstats

Top Words in Tweet in G1:
[2479] #machinelearning
[2335] #iot
[2273] #bigdata
[2186] #datascience
[1976] #ai
[1941] #analytics
[1815] #python
[1517] #rstats
[1516] pinakilaskar
[1390] #iiot

Top Words in Tweet in G2:
[496] #selfdrivingcars
[374] self
[364] jeroenbartelse
[362] driving
[207] autonomous
[201] read
[201] add
[182] #autonomousvehicles
[163] news
[162] #driverlesscars

Top Words in Tweet in G3:
[256] #selfdrivingcars
[255] gt
[234] haroldsinnott
[232] #ai
[203] #iot
[161] mikequindazzi
[151] driving
[133] wef
[120] enricomolinari
[114] self

Top Words in Tweet in G4:
[404] enricomolinari
[210] #ai
[184] #iot
[166] #selfdrivingcars
[115] ty
[108] #fintech
[88] #marketing
[86] #autonomousvehicles
[85] #smartcities
[75] tesla

Top Words in Tweet in G5:
[159] mvollmer1
[76] #ai
[68] wef
[68] #iot
[66] decade
[66] jblefevre60
[65] 15
[65] technologies
[65] next
[65] #blockchain

Top Words in Tweet in G6:
[66] #selfdrivingcars
[32] #iot
[28] #bigdata
[27] #machinelearning
[26] #datascience
[25] #python
[25] #algorithms
[25] #analytics
[25] #iiot
[25] #javascript

Top Words in Tweet in G7:
[22] boschglobal
[22] robotics
[22] expert
[22] sebastianthrun
[22] convinced
[22] #artificialintelligence
[22] revolutionize
[22] everyday
[22] lives
[22] find

Top Words in Tweet in G8:
[44] #ai
[42] #selfdrivingcars
[21] driving
[21] lanceeliot
[19] #autonomousvehicles
[18] ai
[18] #autonomousdriving
[16] self
[16] #aitrends
[15] #selfdriving

Top Words in Tweet in G9:
[38] #ai
[21] #selfdrivingcars
[12] elon
[12] neuralink
[12] showcase
[12] spurs
[12] mind
[12] copying
[12] discussion
[12] tamaramccleary

Top Words in Tweet in G10:
[18] innovateuk
[15] aurrigo
[15] makes
[15] breakthrough
[15] driverless
[15] pods
[15] technology
[15] #coventry
[15] based
[15] company

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1783] #bigdata,#analytics
[1778] #analytics,#datascience
[1412] #python,#rstats
[1356] #iot,#iiot
[1257] #ai,#iot
[1168] #iiot,#python
[998] #datascience,#iot
[754] #rstats,#tensorflow
[694] self,driving
[685] #machinelearning,#algorithms

Top Word Pairs in Tweet in G1:
[1712] #bigdata,#analytics
[1703] #analytics,#datascience
[1352] #python,#rstats
[1300] #iot,#iiot
[1123] #iiot,#python
[942] #datascience,#iot
[875] #ai,#iot
[719] #rstats,#tensorflow
[644] #machinelearning,#algorithms
[519] #machinelearning,#bigdata

Top Word Pairs in Tweet in G2:
[355] self,driving
[197] read,add
[167] add,#selfdrivingcars
[163] #selfdrivingcars,news
[146] autonomous,vehicles
[129] #driverlesscars,#autonomouscars
[129] group,gets
[129] gets,150
[129] 150,million
[129] million,partners

Top Word Pairs in Tweet in G3:
[147] gt,gt
[99] self,driving
[90] #ai,#iot
[74] mikequindazzi,#ai
[64] countries,reward
[63] reward,drivers
[63] drivers,buying
[63] buying,electric
[63] electric,cars
[63] cars,wef

Top Word Pairs in Tweet in G4:
[141] #ai,#iot
[59] tesla,#hoverboard
[59] #hoverboard,next
[59] next,#christmas
[59] #christmas,gift
[56] enricomolinari,tesla
[49] #selfdrivingcars,#autonomousvehicles
[49] #marketing,#ai
[46] cc,frronconi
[46] frronconi,alvinfoo

Top Word Pairs in Tweet in G5:
[67] #ai,#iot
[65] technologies,next
[65] next,decade
[65] #iot,#blockchain
[65] #blockchain,#3dprint
[64] 15,technologies
[64] decade,wef
[64] wef,jblefevre60
[64] jblefevre60,#ai
[64] #3dprint,mobile

Top Word Pairs in Tweet in G6:
[25] #machinelearning,#algorithms
[25] #algorithms,#bigdata
[25] #bigdata,#analytics
[25] #analytics,#datascience
[25] #datascience,#iot
[25] #iot,#iiot
[24] #iiot,#python
[24] #python,#rstats
[22] #rstats,#tensorflow
[22] #tensorflow,#javascript

Top Word Pairs in Tweet in G7:
[22] robotics,expert
[22] expert,sebastianthrun
[22] sebastianthrun,convinced
[22] convinced,#artificialintelligence
[22] #artificialintelligence,revolutionize
[22] revolutionize,everyday
[22] everyday,lives
[22] lives,find
[22] find,more
[21] boschglobal,robotics

Top Word Pairs in Tweet in G8:
[16] #ai,#selfdrivingcars
[16] self,driving
[16] lanceeliot,#aitrends
[13] #aitrends,#selfdriving
[13] #selfdriving,#ai
[13] #selfdrivingcars,#autonomousdriving
[13] #autonomousdriving,#autonomousvehicles
[13] #autonomousvehicles,#techbrium
[13] #techbrium,#forbes
[13] #forbes,#cars

Top Word Pairs in Tweet in G9:
[15] #ai,#selfdrivingcars
[12] neuralink,showcase
[12] showcase,spurs
[12] spurs,mind
[12] mind,copying
[12] copying,discussion
[12] discussion,#ai
[11] elon,musk
[11] musk,neuralink
[10] revolution',004

Top Word Pairs in Tweet in G10:
[15] aurrigo,makes
[15] makes,breakthrough
[15] breakthrough,driverless
[15] driverless,pods
[15] pods,technology
[15] technology,#coventry
[15] #coventry,based
[15] based,company
[15] company,created
[15] created,#jobs

Top Replied-To
Top Replied-To in Entire Graph:
@guidaautonoma
@zoomcarindia
@luminartech
@gregmoran
@harleydavidson
@propelmee
@enricomolinari
@eliburton_
@tamaramccleary

Top Replied-To in G1:
@tamaramccleary
@gregmoran
@sdcexec
@zoomcarindia
@luminartech

Top Replied-To in G2:
@mobileye
@luminartech
@nvidiadrive
@propelmee

Top Replied-To in G3:
@fmfrancoise
@fisheyebox
@pinakilaskar
@guidaautonoma
@enricomolinari
@haroldsinnott
@harbrimah

Top Replied-To in G4:
@elonmusk

Top Replied-To in G5:
@guidaautonoma

Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@fisheyebox
@enricomolinari
@jeroenbartelse
@guidaautonoma
@mvollmer1
@haroldsinnott
@wef
@selfdriving360
@jblefevre60

Top Mentioned in G1:
@pinakilaskar
@fisheyebox
@guidaautonoma
@enricomolinari
@jeroenbartelse
@fisheyeboxlab
@mvollmer1
@selfdriving360
@blogixl
@wef

Top Mentioned in G2:
@jeroenbartelse
@selfdriving360
@enricomolinari
@shicooks
@digitaltrends
@mashable
@pdchina
@spirosmargaris
@mvollmer1
@guidaautonoma

Top Mentioned in G3:
@haroldsinnott
@mikequindazzi
@wef
@enricomolinari
@mvollmer1
@jeroenbartelse
@cisgroupuk
@theb1m
@antgrasso
@nissan

Top Mentioned in G4:
@enricomolinari
@tesla
@alvinfoo
@intengineering
@frronconi
@georgewillems1
@mashable
@ri
@orgphysics

Top Mentioned in G5:
@mvollmer1
@wef
@jblefevre60
@jeroenbartelse
@haroldsinnott
@wswmuc
@enricomolinari
@guidaautonoma
@pinakilaskar
@zoox

Top Mentioned in G6:
@mgvandalen
@tripontech
@alexanderzpain
@frentecivico
@sudeepsakalle
@paulsoncouriers
@spotfolio_news

Top Mentioned in G7:
@boschglobal
@sebastianthrun
@waymo
@guidaautonoma
@equitiesinc
@jeffkagan
@shilpa_gulati
@verizon
@tomtom
@womeninautonomy

Top Mentioned in G8:
@lanceeliot
@forbes
@enricomolinari
@google
@ibm
@microsoft
@mit_csail
@deeplearn007
@dxctechnology
@jblefevre60

Top Mentioned in G9:
@neuralink
@tamaramccleary
@theoraclem
@enricomolinari
@iambriangraham
@zorynaodonnell
@roadshow
@a16z
@21wire
@nigewillson

Top Mentioned in G10:
@innovateuk
@ccavgovuk
@aurrigotech
@helm_ai
@miraengineering
@ukri_news
@ktnuk
@applusidiada
@mobileye

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@javascriptd
@chidambara09
@cybersec_feeds
@evankirstel
@aaroncuddeback
@sudeepkhatri
@iam__network
@malliardreport
@femtech_

Top Tweeters in G1:
@sectest9
@javascriptd
@chidambara09
@cybersec_feeds
@aaroncuddeback
@iam__network
@malliardreport
@femtech_
@thomasclone
@businessinsider

Top Tweeters in G2:
@business
@viriyabot
@fintechna
@indignindigente
@nicochan33
@mashable
@cnbc
@akwyz
@washingtonpost
@rt_com

Top Tweeters in G3:
@itknowingness
@reuters
@swissbusiness
@tess_blue815
@thestartupper
@trippbraden
@gezgintrk
@nomoreslaves
@gvalan
@zenon8703

Top Tweeters in G4:
@evankirstel
@simonlporter
@caring_mobile
@lkafle
@gregory52594205
@cnet
@ideasusadas
@silentseawolf
@londonnetworker
@arena51

Top Tweeters in G5:
@sudeepkhatri
@fleming77
@michaelpurvis64
@308vcsiw7brbyv9
@cengizuzun15
@nubiaredondo
@failureofhuman1
@cl2empower
@mikeargi
@msicefan

Top Tweeters in G6:
@minamaya13
@mia
@bamitav
@frentecivico
@fuckyoucommies
@alexanderzpain
@hotteststocknow
@websystemer
@thedrive
@hope314342

Top Tweeters in G7:
@craybo23
@pimmaiden
@tmobile
@dante1lp
@att
@anoopjaiswal23
@verizon
@jeetbairagi1
@manifattura40
@sonoffisher

Top Tweeters in G8:
@researchmrx
@forbes
@dirac7
@ipfconline1
@ml_tweet_bot
@adilg
@johnkoetsier
@kirkdborne
@google
@mclynd

Top Tweeters in G9:
@spacettf
@rwang0
@zsmtomotomo
@roshaundadgreen
@billmew
@tamaramccleary
@21wire
@winteroakpress
@norbertpiske
@zorynaodonnell

Top Tweeters in G10:
@rf_jenkins
@dwarfio
@innovateuk
@iot_automotive
@howardpeartree
@bipchull
@sjsedmonds
@ktn_transport
@ktnuk
@vanessacamones


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