#selfdrivingcars, Twitter, 6/22/2022 12:45:50 PM, 278552


FAQ | Problem?

#selfdrivingcars_2022-06-22_05-29-21.xlsx
#selfdrivingcars_2022-06-22_05-29-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 22, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3bn2fMl
@pinakilaskar
@robotconsumer
@mvollmer1
@guidaautonoma
@ronald_vanloon
@fisheyebox
@amogh_shan
@analytics_699
@frronconi
@jeroenbartelse

Top hashtags:
#ai
#selfdrivingcars
#machinelearning
#iot
#iiot
#cx
#smartcity

Description:
Description
The graph represents a network of 1,695 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, 22 June 2022 at 12:38 UTC.

The requested start date was Wednesday, 22 June 2022 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 16-day, 17-hour, 23-minute period from Sunday, 05 June 2022 at 02:45 UTC to Tuesday, 21 June 2022 at 20:08 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 : 1695
Unique Edges : 1814
Edges With Duplicates : 15675
Total Edges : 17489
Number of Edge Types : 5
Retweet : 6289
MentionsInRetweet : 8952
Mentions : 1347
Tweet : 871
Replies to : 30
Self-Loops : 1266
Reciprocated Vertex Pair Ratio : 0.0264367816091954
Reciprocated Edge Ratio : 0.051511758118701
Connected Components : 117
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 1488
Maximum Edges in a Connected Component : 17230
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.323936
Graph Density : 0.00155502850595369
Modularity : 0.179866
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,695 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, 22 June 2022 at 12:38 UTC.

The requested start date was Wednesday, 22 June 2022 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 16-day, 17-hour, 23-minute period from Sunday, 05 June 2022 at 02:45 UTC to Tuesday, 21 June 2022 at 20:08 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:
[468] https://www.jobpreference.com/
[100] https://twitter.com/iot_automotive/timelines/1122115041417887744
[59] https://open.spotify.com/album/0y0WxAxhyfYQwaIrgwBfNs?si=WDOCJ6GFSCIPIP6-RKVKSA
[46] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[44] https://twitter.com/iot_automotive/timelines/1369658804976062464
[41] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-coding-programming-activity-6939414575435894784-t8LY
[37] https://push.fm/fl/v1nittpl
[37] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702
[30] https://www.linkedin.com/posts/pinakilaskar_machinelearning-artificialintelligence-deeplearning-activity-6941597488462057473-P9kX
[30] https://www.linkedin.com/posts/pinakilaskar_machinelearning-deeplearning-artificialintelligence-activity-6940479345375293440-xy_P

Top URLs in Tweet in G1:
[162] https://www.jobpreference.com/
[55] https://open.spotify.com/album/0y0WxAxhyfYQwaIrgwBfNs?si=WDOCJ6GFSCIPIP6-RKVKSA
[35] https://push.fm/fl/v1nittpl
[32] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-coding-programming-activity-6939414575435894784-t8LY
[32] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702
[27] https://www.linkedin.com/posts/pinakilaskar_machinelearning-deeplearning-artificialintelligence-activity-6940479345375293440-xy_P
[24] https://www.boudy-technology.tn/2022/05/top-deep-learning-project.html
[23] https://www.linkedin.com/posts/pinakilaskar_machinelearning-artificialintelligence-deeplearning-activity-6941597488462057473-P9kX
[23] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[21] https://www.linkedin.com/posts/pinakilaskar_programming-ai-machinelearning-activity-6941949173671833600-z-Re

Top URLs in Tweet in G2:
[217] https://www.jobpreference.com/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277897
[5] https://www.linkedin.com/posts/pinakilaskar_programming-ai-machinelearning-activity-6941949173671833600-z-Re
[4] https://www.linkedin.com/posts/pinakilaskar_machinelearning-artificialintelligence-deeplearning-activity-6941597488462057473-P9kX
[4] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-coding-programming-activity-6939414575435894784-t8LY
[3] https://www.linkedin.com/posts/pinakilaskar_neuralnetworks-machinelearning-algorithm-activity-6939074416139988992-4bqM
[3] https://www.linkedin.com/posts/pinakilaskar_machinelearning-causalai-ai-activity-6939908004737626112-Pqx9
[3] https://www.linkedin.com/posts/pinakilaskar_autonomousvehicle-autonomouscars-selfdrivingcars-activity-6874924430632587265-0HS5
[3] https://www.linkedin.com/posts/pinakilaskar_autonomousdriving-autonomousvehicles-machinelearning-activity-6876714843261550592-b_qK
[3] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-computervision-activity-6944853511482277888-dKOc

Top URLs in Tweet in G3:
[49] https://www.jobpreference.com/
[9] https://twitter.com/iot_automotive/timelines/1122115041417887744
[8] https://www.forbes.com/sites/lanceeliot/2022/06/01/ai-ethics-and-legal-ai-experts-greatly-alarmed-about-dual-use-ai-which-empowers-so-called-doctor-evil-projects-including-possibly-for-ai-self-driving-cars/
[8] https://www.forbes.com/sites/lanceeliot/2022/06/07/ai-ethics-alarmed-at-the-rise-in-underhanded-juicing-or-doping-of-ai-machine-learning-by-trusted-insiders-including-autonomous-self-driving-cars/
[7] https://www.forbes.com/sites/lanceeliot/2022/06/04/ai-ethics-and-the-perplexing-societal-and-legal-role-of-ai-activism-including-in-the-case-of-autonomous-self-driving-cars/
[6] https://www.reuters.com/business/autos-transportation/us-eliminates-human-controls-requirement-fully-automated-vehicles-2022-03-11/
[5] https://www.forbes.com/sites/lanceeliot/2022/06/09/ai-ethics-and-legal-ai-are-flustered-by-deceptive-pretenses-known-as-ai-ethics-washing-which-are-false-claims-of-adhering-to-ethical-ai-including-for-autonomous-self-driving-cars/
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[4] https://www.motor.es/noticias/ver_noticia_nueva/onu-conduccion-autonoma-nivel-3-202287695/1
[4] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702

Top URLs in Tweet in G4:
[26] https://www.jobpreference.com/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277897
[4] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-coding-programming-activity-6939414575435894784-t8LY
[3] https://yourgiftlists.com/big-boys-toys/
[2] https://www.linkedin.com/posts/pinakilaskar_selfdrivingcars-autonomousdriving-autonomouscars-activity-6929991803718750208-hGmp
[2] https://Catalog.selfdrivingcars360.com/
[1] https://www.bcg.com/publications/2022/electric-cars-finding-next-gear?linkId=168595621
[1] https://twitter.com/i/web/status/1536895868783108096
[1] https://twitter.com/i/web/status/1538825980051173378
[1] https://electrek.co/2022/06/08/jidu-officially-unveils-robo-01-concept-ev-that-can-talk-and-share-its-emotions/

Top URLs in Tweet in G5:
[19] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[17] https://www.youtube.com/watch?v=wAa358pNDkQ&feature=youtu.be

[11] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[10] https://electrek.co/2022/06/08/jidu-officially-unveils-robo-01-concept-ev-that-can-talk-and-share-its-emotions/
[7] https://analyticsindiamag.com/self-driving-cars-to-become-a-major-challenge-for-legal-systems%EF%BF%BC/
[2] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277897
[1] https://twitter.com/i/web/status/1536789580300656641
[1] https://twitter.com/i/web/status/1536756114401935360
[1] https://www.fortuneindia.com/enterprise/the-idea-that-ai-can-replace-human-judgment-is-wrong-vishal-sikka/108462?utm_content=buffer41f93&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1535727571832168449

Top URLs in Tweet in G6:
[13] https://www.jobpreference.com/
[2] https://www.theverge.com/2022/6/16/23169960/nhtsa-adas-av-crash-data-standardize
[2] https://www.forbes.com/sites/lanceeliot/2022/06/15/ai-ethics-shocking-revelation-that-training-ai-to-be-toxic-or-biased-might-be-beneficial-including-for-those-autonomous-self-driving-cars/?sh=67a1e9b1baf6
[2] https://www.popsci.com/technology/self-driving-car-companies-status/?amp
[2] https://www.theverge.com/2022/6/3/23153183/cruise-paid-driverless-rides-fares-san-francisco
[1] https://www.iotworldtoday.com/2022/06/13/weride-upgrades-its-self-driving-tech/
[1] https://www.iotworldtoday.com/2022/05/29/bosch-acquires-self-driving-company-five-ai/
[1] https://urgentcomm.com/2022/06/10/old-fashioned-trust-still-biggest-challenge-to-connected-autonomous-vehicles/
[1] https://twitter.com/i/web/status/1537828002997862402
[1] https://twitter.com/i/web/status/1537856107661729795

Top URLs in Tweet in G7:
[4] https://disruptive.asia/jidu-auto-unveils-electric-robot-car-with-level-4-autonomy/
[2] https://telecom.economictimes.indiatimes.com/news/just-12-firms-utilising-ai-to-outpace-their-rivals-report/92201205
[2] https://www.nytimes.com/2022/06/15/business/self-driving-car-nhtsa-crash-data.html
[2] https://arstechnica.com/cars/2022/06/teslas-using-autopilot-crashed-273-times-in-less-than-a-year/
[1] https://thenextweb.com/news/ai-must-face-its-limitations
[1] https://twitter.com/i/web/status/1533829715424907268
[1] https://twitter.com/i/web/status/1534066485207117824
[1] https://twitter.com/dallastexastv/status/1534255197811359746
[1] https://www.techradar.com/news/next-gen-apple-carplay-wants-to-take-over-your-cars-entire-dashboard
[1] https://designtaxi.com/news/418937/California-To-Soon-Welcome-Its-First-Fully-Autonomous-Robo-Taxis/#.YqCwC9qiW58.twitter

Top URLs in Tweet in G8:
[1] https://www.jobpreference.com/

Top URLs in Tweet in G9:
[4] https://www.interchange-uk.com/news/government-launches-competition-to-kick-start-commercial-self-driving-services
[3] https://www.interchange-uk.com/news/uk-runs-worlds-first-on-road-zero-occupancy-av-trial
[3] https://www.interchange-uk.com/news/ai-and-the-metaverse-will-help-avs-answer-questions-of-existential-awareness
[2] https://www.azfamily.com/2022/05/10/waymos-self-driving-cars-are-now-being-tested-downtown-phoenix/
[2] https://www.popsci.com/technology/self-driving-car-companies-status/
[1] https://www.gizmodo.com.au/2022/06/australian-autonomous-car-applied-ev/amp/
[1] https://www.microvision.com/adas-lidar-and-the-future-of-autonomous-vehicles/
[1] https://twitter.com/i/web/status/1536287190921187329
[1] https://technode.com/2022/06/10/chinese-drone-maker-dji-will-soon-see-its-in-car-system-in-a-mass-produced-ev/
[1] https://twitter.com/rudyburger/status/1536755723366981642

Top URLs in Tweet in G10:
[1] https://paper.li/sostafacile/1421748944?share_id=77682d40-f14b-11ec-ad57-fa163e65ae25
[1] https://paper.li/sostafacile/1421748944?share_id=cdcb6670-ee26-11ec-ad57-fa163e65ae25
[1] https://paper.li/sostafacile/1421748944?share_id=78f156c0-ec94-11ec-ad57-fa163e65ae25
[1] https://paper.li/sostafacile/1421748944?share_id=a356a9f0-ed5d-11ec-ad57-fa163e65ae25
[1] https://paper.li/sostafacile/1421748944?share_id=634eb500-f082-11ec-ad57-fa163e65ae25

Top Domains
Top Domains in Tweet in Entire Graph:
[594] twitter.com
[468] jobpreference.com
[447] linkedin.com
[183] medium.com
[81] spotify.com
[61] boudy-technology.tn
[56] nodexlgraphgallery.org
[46] forbes.com
[39] youtube.com
[37] push.fm

Top Domains in Tweet in G1:
[363] linkedin.com
[238] twitter.com
[162] jobpreference.com
[131] medium.com
[75] spotify.com
[61] boudy-technology.tn
[35] nodexlgraphgallery.org
[35] push.fm
[22] theverge.com
[21] com.au

Top Domains in Tweet in G2:
[217] jobpreference.com
[75] twitter.com
[59] linkedin.com
[9] nodexlgraphgallery.org
[3] hdmotori.it
[2] spotify.com
[1] bcg.com
[1] youtube.com
[1] interestingengineering.com
[1] technode.com

Top Domains in Tweet in G3:
[52] twitter.com
[49] jobpreference.com
[36] forbes.com
[17] medium.com
[10] iotworldtoday.com
[9] theverge.com
[8] com.au
[6] hdmotori.it
[6] youtube.com
[6] reuters.com

Top Domains in Tweet in G4:
[26] jobpreference.com
[26] selfdrivingcars360.com
[23] twitter.com
[19] linkedin.com
[4] nodexlgraphgallery.org
[3] yourgiftlists.com
[1] bcg.com
[1] electrek.co
[1] visualcapitalist.com
[1] medium.com

Top Domains in Tweet in G5:
[30] medium.com
[17] youtube.com
[10] electrek.co
[7] analyticsindiamag.com
[5] twitter.com
[3] nodexlgraphgallery.org
[2] theconversation.com
[1] fortuneindia.com
[1] forbes.com
[1] linkedin.com

Top Domains in Tweet in G6:
[30] twitter.com
[13] jobpreference.com
[6] iotworldtoday.com
[5] theverge.com
[3] arstechnica.com
[3] nytimes.com
[2] cnn.com
[2] thenextweb.com
[2] slashgear.com
[2] futurism.com

Top Domains in Tweet in G7:
[22] twitter.com
[4] disruptive.asia
[3] technologyreview.com
[3] indiatimes.com
[2] nytimes.com
[2] pioneeringminds.com
[2] arstechnica.com
[1] thenextweb.com
[1] techradar.com
[1] designtaxi.com

Top Domains in Tweet in G8:
[1] jobpreference.com

Top Domains in Tweet in G9:
[10] interchange-uk.com
[6] twitter.com
[2] azfamily.com
[2] popsci.com
[1] com.au
[1] microvision.com
[1] technode.com
[1] autocarpro.in
[1] rtinsights.com
[1] indiatimes.com

Top Domains in Tweet in G10:
[5] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5556] ai
[4879] selfdrivingcars
[3202] machinelearning
[2908] iot
[2168] iiot
[1922] cx
[1479] smartcity
[1431] fashiontech
[1414] autonomousvehicles
[1236] bigdata



Top Hashtags in Tweet in G1:
[3495] ai
[2696] selfdrivingcars
[2207] machinelearning
[1935] iot
[1381] iiot
[1169] cx
[953] bigdata
[848] autonomousvehicles
[844] smartcity
[805] fashiontech

Top Hashtags in Tweet in G2:
[983] ai
[887] selfdrivingcars
[705] machinelearning
[622] iot
[616] iiot
[612] cx
[526] fashiontech
[484] smartcity
[319] python
[263] coding

Top Hashtags in Tweet in G3:
[559] ai
[555] selfdrivingcars
[230] iot
[154] autonomousvehicles
[114] machinelearning
[92] selfdriving
[87] smartcity
[79] iiot
[75] python
[71] robotics

Top Hashtags in Tweet in G4:
[225] selfdrivingcars
[224] ai
[136] autonomousvehicles
[108] python
[103] coding
[103] machinelearning
[83] datascience
[79] javascript
[77] programming
[77] engineering

Top Hashtags in Tweet in G5:
[106] selfdrivingcars
[84] ai
[46] machinelearning
[39] china
[22] iot
[18] deeplearning
[18] iiot
[16] autonomousvehicles
[15] cx
[14] fashiontech

Top Hashtags in Tweet in G6:
[81] selfdrivingcars
[54] electriccars
[41] smartcars
[30] ai
[28] future
[23] futureatfullspeed
[22] cars
[17] tesla
[16] coding
[15] python

Top Hashtags in Tweet in G7:
[70] selfdrivingcars
[16] tesla
[11] ai
[6] tech
[6] china
[6] autonomousvehicles
[5] baidu
[5] evs
[5] autonomousvehicle
[4] jidu

Top Hashtags in Tweet in G8:
[2] selfdrivingcars
[1] crewsoncruise
[1] tech
[1] job
[1] ai
[1] transport
[1] python
[1] coding

Top Hashtags in Tweet in G9:
[34] selfdrivingcars
[11] autonomousvehicles
[8] autonomousmobility
[5] driverless
[4] ai
[4] tesla
[3] sustainability
[3] iot
[3] 5g
[3] avs

Top Hashtags in Tweet in G10:
[5] ai
[5] selfdrivingcars

Top Words
Top Words in Tweet in Entire Graph:
[5556] #ai
[4879] #selfdrivingcars
[3202] #machinelearning
[2908] #iot
[2168] #iiot
[1922] #cx
[1693] pinakilaskar
[1479] #smartcity
[1431] #fashiontech
[1414] #autonomousvehicles

Top Words in Tweet in G1:
[3495] #ai
[2696] #selfdrivingcars
[2207] #machinelearning
[1935] #iot
[1381] #iiot
[1169] #cx
[1106] pinakilaskar
[953] #bigdata
[848] #autonomousvehicles
[844] #smartcity

Top Words in Tweet in G2:
[983] #ai
[887] #selfdrivingcars
[705] #machinelearning
[622] #iot
[616] #iiot
[612] #cx
[526] #fashiontech
[484] #smartcity
[445] pinakilaskar
[319] #python

Top Words in Tweet in G3:
[559] #ai
[555] #selfdrivingcars
[230] #iot
[174] guidaautonoma
[154] #autonomousvehicles
[149] ai
[116] ronald_vanloon
[114] #machinelearning
[96] driving
[95] vehicle

Top Words in Tweet in G4:
[225] #selfdrivingcars
[224] #ai
[136] #autonomousvehicles
[117] mvollmer1
[108] #python
[103] #coding
[103] #machinelearning
[83] #datascience
[80] learn
[79] #javascript

Top Words in Tweet in G5:
[109] jeroenbartelse
[106] #selfdrivingcars
[105] driving
[84] #ai
[67] self
[64] autonomous
[46] #machinelearning
[41] streets
[41] miami
[41] car

Top Words in Tweet in G6:
[81] #selfdrivingcars
[54] #electriccars
[44] tesla
[41] #smartcars
[30] #ai
[30] foxmental_x
[28] #future
[23] driving
[23] #futureatfullspeed
[22] #cars

Top Words in Tweet in G7:
[70] #selfdrivingcars
[26] driving
[21] self
[16] #tesla
[12] cars
[11] #ai
[11] autonomous
[10] car
[8] vehicles
[7] learning

Top Words in Tweet in G8:
[48] anyone
[48] self
[48] driving
[48] cars
[48] great
[48] experience
[48] thank
[48] danielkan
[48] amazing
[48] opportunity

Top Words in Tweet in G9:
[34] #selfdrivingcars
[11] #autonomousvehicles
[8] #autonomousmobility
[8] without
[8] rudyburger
[6] read
[6] self
[6] driving
[6] musk
[6] need

Top Words in Tweet in G10:
[5] latest
[5] sostafacile
[5] easy
[5] parking
[5] thanks
[5] #ai
[5] #selfdrivingcars
[4] michal92b
[2] falcionellifede

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2269] #machinelearning,#selfdrivingcars
[2257] #ai,#iot
[2106] #iot,#iiot
[1832] #iiot,#cx
[1721] #cx,#machinelearning
[1360] #selfdrivingcars,#fashiontech
[1202] #fashiontech,#smartcity
[996] #ai,#machinelearning
[687] #selfdrivingcars,#autonomousvehicles
[502] #smartcity,#autonomousvehicle

Top Word Pairs in Tweet in G1:
[1442] #machinelearning,#selfdrivingcars
[1425] #ai,#iot
[1323] #iot,#iiot
[1117] #iiot,#cx
[1033] #cx,#machinelearning
[768] #selfdrivingcars,#fashiontech
[762] #ai,#machinelearning
[645] #fashiontech,#smartcity
[410] #selfdrivingcars,#autonomousvehicles
[329] #bigdata,#ai

Top Word Pairs in Tweet in G2:
[643] #machinelearning,#selfdrivingcars
[614] #iot,#iiot
[585] #ai,#iot
[577] #iiot,#cx
[559] #cx,#machinelearning
[494] #selfdrivingcars,#fashiontech
[469] #fashiontech,#smartcity
[274] #smartcity,#autonomousvehicle
[217] need,#job
[217] #job,sign

Top Word Pairs in Tweet in G3:
[168] #ai,#iot
[126] #selfdrivingcars,#ai
[79] #machinelearning,#selfdrivingcars
[79] #iot,#iiot
[70] self,driving
[65] #ai,#selfdrivingcars
[65] #iiot,#cx
[59] #cx,#machinelearning
[55] motorcycle,transform
[55] transform,flying

Top Word Pairs in Tweet in G4:
[79] #machinelearning,#selfdrivingcars
[77] learn,#datascience
[77] #coding,#programming
[77] #programming,#python
[77] #python,#javascript
[77] #javascript,#engineering
[77] #engineering,#ai
[57] #iot,#iiot
[54] #ai,#iot
[53] #iiot,#cx

Top Word Pairs in Tweet in G5:
[67] self,driving
[41] streets,miami
[33] autonomous,driving
[33] driving,technology
[33] technology,argoai
[33] argoai,action
[33] action,streets
[33] miami,austin
[32] jeroenbartelse,autonomous
[26] driving,cars

Top Word Pairs in Tweet in G6:
[29] #smartcars,#selfdrivingcars
[28] #electriccars,#future
[23] #future,#futureatfullspeed
[22] #electriccars,#cars
[20] #cars,#smartcars
[19] #futureatfullspeed,#smartcars
[15] self,driving
[14] #selfdrivingcars,#rides
[13] jobpreference,need
[13] need,#job

Top Word Pairs in Tweet in G7:
[20] self,driving
[8] driving,cars
[5] #selfdrivingcars,#china
[5] autonomous,vehicles
[4] #tech,#selfdrivingcars
[4] baidu's,ev
[4] ev,arm
[4] arm,jidu
[4] jidu,auto
[4] auto,launched

Top Word Pairs in Tweet in G8:
[48] anyone,self
[48] self,driving
[48] driving,cars
[48] cars,great
[48] great,experience
[48] experience,thank
[48] thank,danielkan
[48] danielkan,amazing
[48] amazing,opportunity
[47] terrycrews,anyone

Top Word Pairs in Tweet in G9:
[6] self,driving
[6] without,need
[6] need,human
[6] human,drivers
[5] #selfdrivingcars,#autonomousvehicles
[5] #autonomousmobility,#selfdrivingcars
[5] elon,musk
[5] #selfdrivingcars,without
[4] #selfdrivingcars,#ai
[4] next,year

Top Word Pairs in Tweet in G10:
[5] latest,sostafacile
[5] sostafacile,easy
[5] easy,parking
[5] parking,thanks
[5] #ai,#selfdrivingcars
[3] michal92b,#ai
[2] thanks,michal92b

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pinakilaskar
@fisheyebox
@guidaautonoma
@analytics_699
@jobpreference
@mvollmer1
@jeroenbartelse
@mikequindazzi
@amogh_shan
@ronald_vanloon

Top Mentioned in G1:
@pinakilaskar
@fisheyebox
@guidaautonoma
@analytics_699
@mikequindazzi
@jobpreference
@mvollmer1
@khulood_almani
@akwyz
@glengilmore

Top Mentioned in G2:
@pinakilaskar
@jobpreference
@fisheyebox
@amogh_shan
@guidaautonoma
@mvollmer1
@analytics_699
@waseemjavedd
@robotconsumer
@khulood_almani

Top Mentioned in G3:
@guidaautonoma
@ronald_vanloon
@enr
@pinakilaskar
@frronconi
@fabriziobustama
@startupselfie
@jobpreference
@fisheyebox
@lanceeliot

Top Mentioned in G4:
@mvollmer1
@pinakilaskar
@ingliguori
@fisheyebox
@tanjilasmm
@gigad
@jobpreference
@selfdriving360
@pawlowskimario
@jeroenbartelse

Top Mentioned in G5:
@jeroenbartelse
@ipfconline1
@argoai
@c
@tdatascience
@spirosmargaris
@pinakilaskar
@scmp
@xhscitech
@whats_ai

Top Mentioned in G6:
@foxmental_x
@jobpreference
@tesla
@iotworldtoday
@ford
@elonmusk
@waymo
@uber
@jamesvgingerich
@verge

Top Mentioned in G7:
@mtuautodrive
@xclassxperience
@trafficsafety4u

Top Mentioned in G8:
@danielkan
@terrycrews
@cr
@cruise
@jobpreference

Top Mentioned in G9:
@rudyburger
@guidaautonoma
@oxbotica
@sardoniccanuck
@interchangeuk
@bsi_uk
@ocado
@selfdriving360
@vncautomotive
@move_event

Top Mentioned in G10:
@michal92b
@falcionellifede
@mafara72
@secolourbano
@ehabitatit
@econoteit
@meiraisp
@insocialmediait
@dominicipi

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@filafresh
@chidambara09
@gambiste1
@xaelbot
@codedailybot
@piyuanker12
@javascriptd
@cybersecurityn8
@jfsebastian146

Top Tweeters in G1:
@sectest9
@xaelbot
@codedailybot
@javascriptd
@cybersecurityn8
@jfsebastian146
@aaroncuddeback
@botraj1
@fabriciosx
@lorimoreno

Top Tweeters in G2:
@jimmyroybloom
@pvalsfr
@thepixeldevs
@neusamandrade
@full_bugs
@intrinsicworld
@sosanjin
@2bftawfik
@rosiaxbot
@arealhumanname1

Top Tweeters in G3:
@gezgintrk
@ricardo_ik_ahau
@bot_innovation
@xzpwedvhhh37i3c
@techjunkiejh
@vrretweeter
@forbes
@ilovebooks786
@digitaldecoded1
@mistergreenwich

Top Tweeters in G4:
@chidambara09
@mashable
@lancia12
@prqosjdyofn1ylj
@silentseawolf
@rosalievermeire
@tachouhoner
@2ndleprechaun
@delhimuse
@deserthawk09

Top Tweeters in G5:
@biofares
@benishii_
@mark45dominic
@virusyana
@scmpnews
@bernardo_pirola
@spirosmargaris
@ipfconline1
@agirregabiria
@scifryer2

Top Tweeters in G6:
@scheerenberger
@dataaugmented
@nytimes
@jamesvgingerich
@eco1start
@foxmental_x
@djmonijj
@thenextweb
@verge
@shyredmd

Top Tweeters in G7:
@filafresh
@srdhain
@jais_george
@dgolumbia
@ettelecom
@wordsbyfrank
@mypalsammy
@bigrampoetry
@thenexttech2018
@nickmhc

Top Tweeters in G8:
@helena_mty
@ladykerilynn
@phenomenalpoto
@anthonydaquin
@charlesrat74
@cr
@tekzilla_it
@jonbryant421
@emmaba2157
@michaeltiao4

Top Tweeters in G9:
@gambiste1
@ocado
@fansdelmadrid
@wordjuggler
@sardoniccanuck
@bsi_uk
@move_event
@vncautomotive
@ektepenger
@feloniousmusk

Top Tweeters in G10:
@secolourbano
@mafara72
@dominicipi
@falcionellifede
@ehabitatit
@michal92b
@meiraisp
@econoteit
@insocialmediait
@sostafacile