#selfdrivingcars, Twitter, 7/27/2022 4:31:31 PM, 279560


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#selfdrivingcars_2022-07-27_05-29-22.xlsx
#selfdrivingcars_2022-07-27_05-29-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2022
Short Description:
#selfdrivingcars via NodeXL https://bit.ly/3zzUzzY
@robotconsumer
@pinakilaskar
@guidaautonoma
@mvollmer1
@jeroenbartelse
@godfrey_g_
@chidambara09
@jobpreference
@frronconi
@ingliguori

Top hashtags:
#ai
#cx
#selfdrivingcars
#iot
#web3
#datascientist
#digitalhealth

Description:
Description
The graph represents a network of 1,298 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 July 2022 at 12:51 UTC.

The requested start date was Wednesday, 27 July 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 12-day, 21-hour, 51-minute period from Wednesday, 13 July 2022 at 22:43 UTC to Tuesday, 26 July 2022 at 20:34 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 : 1298
Unique Edges : 1550
Edges With Duplicates : 15333
Total Edges : 16883
Number of Edge Types : 5
Retweet : 5868
MentionsInRetweet : 7489
Tweet : 633
Replies to : 26
Mentions : 2867
Self-Loops : 1691
Reciprocated Vertex Pair Ratio : 0.0322388059701493
Reciprocated Edge Ratio : 0.0624638519375361
Connected Components : 77
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 1166
Maximum Edges in a Connected Component : 16658
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.362817
Graph Density : 0.00205404673342418
Modularity : 0.146621
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,298 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 July 2022 at 12:51 UTC.

The requested start date was Wednesday, 27 July 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 12-day, 21-hour, 51-minute period from Wednesday, 13 July 2022 at 22:43 UTC to Tuesday, 26 July 2022 at 20:34 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:
[758] https://jobpreference.com/
[56] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702
[43] https://elements.visualcapitalist.com/visualized-battery-vs-hydrogen-fuel-cell/
[42] https://twitter.com/iot_automotive/timelines/1122115041417887744
[26] https://twitter.com/iot_automotive/timelines/1369658804976062464
[24] https://www.linkedin.com/posts/pinakilaskar_bigdata-autonomousdriving-robotics-activity-6956817998808535040-tikw
[22] 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_ml-machinelearning-deeplearning-activity-6955360614596661248-e0Pn
[20] https://digitaltrends.com/cars/check-out
[18] https://www.linkedin.com/posts/pinakilaskar_aistack-algorithms-ai-activity-6956462777792098304-H6Ou

Top URLs in Tweet in G1:
[239] https://jobpreference.com/
[27] https://twitter.com/iot_automotive/timelines/1122115041417887744
[19] https://twitter.com/iot_automotive/timelines/1369658804976062464
[16] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9
[13] https://www.linkedin.com/posts/pinakilaskar_ml-machinelearning-deeplearning-activity-6955360614596661248-e0Pn
[12] https://www.linkedin.com/posts/pinakilaskar_bigdata-autonomousdriving-robotics-activity-6956817998808535040-tikw
[12] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[11] https://www.ai-summary.com/summary-google-engineer-claims-ai-chatbot-is-sentient-why-that-matters/?utm_medium=social-organic&utm_source=twitter
[11] https://www.linkedin.com/posts/pinakilaskar_ai-neuralnetworks-robotics-activity-6954637733772304384-XONK
[10] https://www.linkedin.com/posts/pinakilaskar_aistack-algorithms-ai-activity-6956462777792098304-H6Ou

Top URLs in Tweet in G2:
[133] https://jobpreference.com/
[48] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702
[9] https://www.wired.it/article/plastica-navi-robot-raccolta-ocean-cleanup-sud-est-asiatico/
[8] https://twitter.com/iot_automotive/timelines/1122115041417887744
[8] https://www.linkedin.com/posts/pinakilaskar_bigdata-autonomousdriving-robotics-activity-6956817998808535040-tikw
[7] https://www.sustainable-bus.com/its/autonomous-shuttles-turin-gtt-navya/
[7] https://beyond.link
[6] https://www.inc.com/ben-sherry/ai-delivery-robots-autonomous-vehicles.html
[6] https://www.repubblica.it/economia/affari-e-finanza/2022/07/18/news/dai_droni_allo_spazio_la_motor_valley_va_in_cielo-357810855/
[6] https://www.forbes.com/sites/alanohnsman/2022/07/20/amazons-zoox-says-its-robotaxi-has-met-the-highest-crash-safety-standards/?sh=751d13ef5c60

Top URLs in Tweet in G3:
[17] https://digitaltrends.com/cars/check-out
[3] https://trib.al/QQKSAjX
[2] https://webmedy.com/blog/top-5-ways-ai-can-improve-electronic-health-records/
[2] https://cheddar.com/media/5g-revolutionizing-the-future-of-healthcare/?source=EBBZTw00000IFS00M&wtExtndSource=GlenGilmore
[2] https://www.ai-summary.com/summary-google-engineer-claims-ai-chatbot-is-sentient-why-that-matters/?utm_medium=social-organic&utm_source=twitter
[2] https://hbr.org/2022/07/how-fintech-can-deliver-on-its-social-impact-promises
[2] https://www.quantumcomputinginc.com/blog/quantum-computing-company-adoption/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fai.plainenglish.io%2Fartificial-intelligences-role-in-healthcare-9bf00ab9f59c
[2] https://cogitotech.medium.com/how-do-self-driving-cars-work-abcac21ececb
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fsemantic-segmentation-with-gans-for-self-driving-cars-8534c216bfe9

Top URLs in Tweet in G4:
[37] https://elements.visualcapitalist.com/visualized-battery-vs-hydrogen-fuel-cell/
[25] https://jobpreference.com/
[4] https://edition.cnn.com/2022/07/14/business/tesla-karpathy-ai/index.html
[3] https://www.linkedin.com/posts/pinakilaskar_ai-algorithms-machinelearning-activity-6954281440003911680-zzqZ
[2] https://www.mckinsey.com/business-functions/quantumblack/our-insights/how-artificial-intelligence-can-deliver-real-value-to-companies?utm_content=buffer19843&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.linkedin.com/posts/pinakilaskar_bigdata-autonomousdriving-robotics-activity-6956817998808535040-tikw
[1] https://www.forbes.com/sites/lanceeliot/2022/03/20/ethical-ai-ambitiously-hoping-to-have-ai-learn-ethical-behavior-by-itself-such-as-the-case-with-ai-in-autonomous-self-driving-cars/
[1] https://cio.economictimes.indiatimes.com/news/digital-security/as-ai-language-skills-grow-so-do-scientists-concerns/92944543?utm_source=Mailer&utm_medium=&utm_campaign=&dt=2022-07-18
[1] https://twitter.com/TansuYegen/status/1545442543428575232
[1] https://twitter.com/i/web/status/1551523632723247109

Top URLs in Tweet in G5:
[55] https://jobpreference.com/
[7] https://medium.com/@guidaautonoma/the-age-of-autonomous-transportation-1b40b34cf48?_branch_match_id=link-1000152091322468702
[6] https://sedo.com/search/details/?partnerid=324561&language=us&domain=evcharger.app&origin=sales_lander_14&utm_medium=Parking&utm_campaign=offerpage
[6] https://twitter.com/iot_automotive/timelines/1122115041417887744
[5] https://spectrum.ieee.org/intelligent-transportation-systems
[4] https://blog.lidarnews.com/performance-characteristics-of-av-lidar-systems/
[4] https://www.interchange-uk.com/news/dpd-starts-autonomous-robot-deliveries-in-milton-keynes
[3] https://www.youtube.com/watch?v=tB82ztDvods&feature=youtu.be

[3] https://sedo.com/search/details/?partnerid=324561&language=us&domain=caranytime.com&origin=sales_lander_1&utm_medium=Parking&utm_campaign=offerpage
[3] https://www.therobotreport.com/nuro-lays-off-employees-in-texas-california-and-arizona/

Top URLs in Tweet in G6:
[306] https://jobpreference.com/
[6] https://www.forbes.com/sites/lanceeliot/2022/07/16/ai-ethics-cautiously-assessing-whether-offering-ai-biases-hunting-bounties-to-catch-and-nab-ethically-wicked-fully-autonomous-systems-is-prudent-or-futile/
[6] https://www.forbes.com/sites/lanceeliot/2022/07/13/ai-ethics-ringing-alarm-bells-about-the-looming-specter-of-ai-biases-at-massive-global-scale-especially-fueled-via-looming-fully-autonomous-systems/
[2] https://www.forbes.com/sites/lanceeliot/2022/07/10/ai-ethics-exasperated-by-those-gaslighting-ai-focused-edgelords-that-goadingly-say-outlandishly-infuriating-things-about-ai-ethics-and-ai-autonomous-systems/
[2] https://beyond.link
[1] https://twitter.com/i/web/status/1548505267574231044
[1] https://twitter.com/i/web/status/1548507280848478208
[1] https://twitter.com/i/web/status/1548510301196148736
[1] https://twitter.com/i/web/status/1548515333723545600
[1] https://twitter.com/i/web/status/1548517852746883072

Top URLs in Tweet in G7:
[2] https://www.bbc.co.uk/news/technology-62237612
[2] https://maharashtratimes.com/auto-news/baidu-unveils-self-driving-car-in-china-it-will-be-robotaxi/articleshow/93029592.cms
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=a5a6aad4-030b-11ed-8a1a-55455248474d&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wNy0xMy90ZXNsYS1leGVjdXRpdmUtb3ZlcnNlZWluZy1haS1hbmQtYXV0b3BpbG90LWlzLWxlYXZpbmctY29tcGFueQ==
[1] http://share.amplifyhere.com/5tghm
[1] https://twitter.com/ValaAfshar/status/1524003800968843264
[1] https://www.golem.de/sonstiges/zustimmung/auswahl.html?from=https%3A%2F%2Fwww.golem.de%2Fnews%2Fautonomes-fahren-fahrerlose-taxis-treffen-sich-und-blockieren-eine-kreuzung-2207-166570.html
[1] https://onedrive.live.com/view.aspx?resid=CAAE2059A9150F02!184&ithint=file%2cdocx&authkey=!ANTQPT30XYfDB6I
[1] https://www.instagram.com/reel/Cft5-9JB4Ze/?igshid=YmMyMTA2M2Y=
[1] https://open.spotify.com/episode/5YXU9wTIOvQPjHhe5GHwga?si=1e-Qow__REChsfomGFSV9w
[1] https://anchor.fm/nerdy30/episodes/S2-E26---Not-Every-Egg-Is-A-Tesla--But-Every-Tesla-Is-An-Egg-e1lals8

Top URLs in Tweet in G8:
[1] https://ca.yahoo.com/finance/video/u-transportation-sec-pete-buttigieg-181303173.html?utm_content=buffer164a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1548495204600070146
[1] https://about.bgov.com/news/biden-electric-car-gas-tax-policies-spur-rebuke-on-highway-fund/?utm_content=buffer872a1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.engadget.com/tesla-jury-trial-crash-miami-210510480.html?utm_content=buffer259ea&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1551484931917979648
[1] https://www.cnet.com/roadshow/pictures/hyundai-n-vision-74-concept/?utm_content=buffer810f0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnet.com/roadshow/news/ford-robot-ev-charger-testing-disabled-drivers/?utm_content=bufferc4925&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cnet.com/roadshow/pictures/cadillac-celestiq-ev-show-car-concept/?utm_content=buffer70863&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.nytimes.com/2022/07/14/business/electric-car-sales.html?utm_content=buffer8bc8c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.slashgear.com/927725/the-futuristic-hydrogen-powered-ford-that-has-almost-been-forgotten/

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1551719274707763200
[1] https://www.apex.ai/post/eclipse-iceoryx-blueberry-speeds-up-autosar-and-ros-2?utm_source=LinkedIn&utm_medium=Social&utm_campaign=eclipseiceblubry
[1] https://www.apex.ai/
[1] https://www.apex.ai/post/simplifying-the-development-of-automotive-production-software-with-apex-os-2-0-apex-middleware-1-0?utm_source=Twitter&utm_medium=Social&utm_campaign=ReleaseOS2M1
[1] https://www.youtube.com/watch?v=WkeZZ23ZjIY


Top URLs in Tweet in G10:
[1] https://www.bbc.co.uk/programmes/w3ct31ym
[1] https://unece.org/sustainable-development/press/un-regulation-extends-automated-driving-130-kmh-certain-conditions

Top Domains
Top Domains in Tweet in Entire Graph:
[758] jobpreference.com
[311] twitter.com
[213] medium.com
[188] linkedin.com
[147] forbes.com
[107] medicalxpress.com
[63] digitaltrends.com
[56] co.uk
[54] trib.al
[53] webmedy.com

Top Domains in Tweet in G1:
[239] jobpreference.com
[213] twitter.com
[110] linkedin.com
[101] medicalxpress.com
[86] forbes.com
[76] medium.com
[45] trib.al
[44] co.uk
[41] webmedy.com
[37] digitaltrends.com

Top Domains in Tweet in G2:
[133] jobpreference.com
[112] medium.com
[62] linkedin.com
[39] twitter.com
[22] forbes.com
[15] boudy-technology.tn
[14] aci.it
[9] wired.it
[8] sustainable-bus.com
[8] autonews.com

Top Domains in Tweet in G3:
[20] digitaltrends.com
[17] forbes.com
[12] medium.com
[7] webmedy.com
[5] twitter.com
[5] cointelegraph.com
[4] indiatimes.com
[4] finextra.com
[4] ft.com
[4] hbr.org

Top Domains in Tweet in G4:
[37] visualcapitalist.com
[25] jobpreference.com
[7] linkedin.com
[4] cnn.com
[3] twitter.com
[2] mckinsey.com
[2] iotworldtoday.com
[2] supplychaintoday.com
[1] forbes.com
[1] indiatimes.com

Top Domains in Tweet in G5:
[55] jobpreference.com
[18] iotworldtoday.com
[17] twitter.com
[16] youtube.com
[12] sedo.com
[10] medium.com
[7] forbes.com
[7] lidarnews.com
[6] ieee.org
[6] aci.it

Top Domains in Tweet in G6:
[306] jobpreference.com
[14] forbes.com
[7] twitter.com
[2] beyond.link
[1] newmobility.com
[1] greencarcongress.com
[1] com.au
[1] tomshw.it

Top Domains in Tweet in G7:
[12] twitter.com
[3] co.uk
[2] maharashtratimes.com
[2] pioneeringminds.com
[1] bloomberg.com
[1] amplifyhere.com
[1] golem.de
[1] live.com
[1] instagram.com
[1] spotify.com

Top Domains in Tweet in G8:
[7] engadget.com
[3] cnet.com
[2] yahoo.com
[2] twitter.com
[2] slashgear.com
[2] futurism.com
[2] washingtonpost.com
[2] thenextweb.com
[1] bgov.com
[1] nytimes.com

Top Domains in Tweet in G9:
[3] apex.ai
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G10:
[1] co.uk
[1] unece.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4332] ai
[3859] cx
[3543] selfdrivingcars
[3055] iot
[2731] web3
[2560] datascientist
[2536] digitalhealth
[2536] women
[2536] ehealth
[2536] finserv



Top Hashtags in Tweet in G1:
[2999] cx
[2282] web3
[2189] datascientist
[2187] digitalhealth
[2187] women
[2187] ehealth
[2187] finserv
[2185] healthtech
[2138] cloud
[2100] ai

Top Hashtags in Tweet in G2:
[1320] ai
[979] iot
[915] selfdrivingcars
[547] machinelearning
[492] cx
[462] iiot
[351] python
[315] autonomousvehicles
[297] smartcity
[247] bigdata

Top Hashtags in Tweet in G3:
[201] cx
[199] datascientist
[199] digitalhealth
[199] women
[199] ehealth
[199] finserv
[198] web3
[198] cloud
[198] insurtech
[198] healthtech

Top Hashtags in Tweet in G4:
[176] ai
[119] selfdrivingcars
[90] python
[85] coding
[83] engineering
[72] autonomousvehicles
[67] automation
[63] datascience
[60] programming
[60] javascript

Top Hashtags in Tweet in G5:
[252] selfdrivingcars
[220] ai
[159] iot
[66] autonomousvehicles
[59] python
[57] coding
[55] job
[55] hiring
[54] 5g
[54] cx

Top Hashtags in Tweet in G6:
[338] ai
[311] python
[309] coding
[306] job
[306] hiring
[217] selfdrivingcars
[93] tech
[86] 100daysofcode
[86] digitalart
[86] robotics

Top Hashtags in Tweet in G7:
[45] selfdrivingcars
[9] ai
[7] autonomousvehicles
[5] tech
[4] machinelearning
[4] technology
[4] selfdriving
[4] cars
[4] tesla
[4] baidu

Top Hashtags in Tweet in G8:
[33] electriccars
[32] smartcars
[31] cars
[30] selfdrivingcars
[22] futurecars
[21] speed
[19] rides
[19] whips
[5] environment
[5] ecosystem

Top Hashtags in Tweet in G9:
[6] autonomousvehicles
[4] selfdrivingcars
[3] ros
[2] autosar
[2] autonomous
[1] autonomousdriving
[1] robotics
[1] robots
[1] vehicle

Top Hashtags in Tweet in G10:
[12] selfdrivingcars
[5] motorways
[1] autonomousdriving

Top Words
Top Words in Tweet in Entire Graph:
[4332] #ai
[3859] #cx
[3543] #selfdrivingcars
[3055] #iot
[2731] #web3
[2560] #datascientist
[2536] #digitalhealth
[2536] #women
[2536] #ehealth
[2536] #finserv

Top Words in Tweet in G1:
[2999] #cx
[2282] #web3
[2189] #datascientist
[2187] #digitalhealth
[2187] #women
[2187] #ehealth
[2187] #finserv
[2185] #healthtech
[2138] #cloud
[2100] #ai

Top Words in Tweet in G2:
[1320] #ai
[979] #iot
[915] #selfdrivingcars
[547] #machinelearning
[492] #cx
[485] guidaautonoma
[462] #iiot
[351] #python
[318] pinakilaskar
[315] #autonomousvehicles

Top Words in Tweet in G3:
[221] #
[201] #cx
[199] chidambara09
[199] #datascientist
[199] #digitalhealth
[199] #women
[199] #ehealth
[199] #finserv
[198] #web3
[198] #cloud

Top Words in Tweet in G4:
[189] ingliguori
[176] #ai
[119] #selfdrivingcars
[119] mvollmer1
[90] #python
[85] #coding
[83] #engineering
[74] ronald_vanloon
[72] #autonomousvehicles
[67] #automation

Top Words in Tweet in G5:
[252] #selfdrivingcars
[220] #ai
[159] #iot
[125] guidaautonoma
[66] #autonomousvehicles
[59] #python
[57] #coding
[56] looking
[56] approach
[55] jobpreference

Top Words in Tweet in G6:
[338] #ai
[311] #python
[309] #coding
[307] approach
[306] looking
[306] #job
[306] #hiring
[306] straightforward
[217] #selfdrivingcars
[215] jobpreference

Top Words in Tweet in G7:
[45] #selfdrivingcars
[16] driving
[15] self
[10] र
[9] #ai
[7] #autonomousvehicles
[6] क
[5] #tech
[4] ai
[4] #machinelearning

Top Words in Tweet in G8:
[33] #electriccars
[32] #smartcars
[31] #cars
[30] #selfdrivingcars
[22] #futurecars
[21] #speed
[19] #rides
[19] #whips
[14] ev
[12] electric

Top Words in Tweet in G9:
[10] formulastudent
[10] open
[10] eclipse
[8] foxglovedev
[6] #autonomousvehicles
[6] apex
[6] middleware
[6] integration
[6] ros
[6] development

Top Words in Tweet in G10:
[12] #selfdrivingcars
[12] fr_guichard
[12] its_at_unece
[12] unece
[12] jackstilgoe
[12] stsucl
[12] turinginst
[10] digitalplanet
[7] week
[7] regulation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2536] #digitalhealth,#cx
[2536] #cx,#women
[2536] #women,#ehealth
[2536] #ehealth,#finserv
[2532] #healthtech,#datascientist
[2522] #datascientist,#web3
[2522] #web3,#digitalhealth
[2474] #finserv,#cloud
[2391] #ai,#iot
[2333] #cloud,#insurtech

Top Word Pairs in Tweet in G1:
[2187] #digitalhealth,#cx
[2187] #cx,#women
[2187] #women,#ehealth
[2187] #ehealth,#finserv
[2185] #healthtech,#datascientist
[2175] #datascientist,#web3
[2175] #web3,#digitalhealth
[2128] #finserv,#cloud
[1989] #cloud,#insurtech
[1610] #iot,#iiot

Top Word Pairs in Tweet in G2:
[581] #ai,#iot
[446] #iot,#iiot
[333] #iiot,#cx
[293] #cx,#machinelearning
[277] #ai,#python
[229] #selfdrivingcars,#ai
[224] #machinelearning,#selfdrivingcars
[203] #iot,#5g
[197] #selfdrivingcars,#fashiontech
[193] #ai,#selfdrivingcars

Top Word Pairs in Tweet in G3:
[199] #digitalhealth,#cx
[199] #cx,#women
[199] #women,#ehealth
[199] #ehealth,#finserv
[198] #datascientist,#web3
[198] #web3,#digitalhealth
[198] #finserv,#cloud
[198] #healthtech,#datascientist
[197] #cloud,#insurtech
[196] chidambara09,#healthtech

Top Word Pairs in Tweet in G4:
[60] #coding,#programming
[60] #javascript,#engineering
[60] #engineering,#ai
[54] #programming,#python
[54] #python,#javascript
[52] learn,#datascience
[52] #datascience,ingliguori
[42] battery,vs
[42] fuel,cell
[41] visualized,battery

Top Word Pairs in Tweet in G5:
[87] #ai,#iot
[58] #ai,#python
[55] jobpreference,looking
[55] looking,#job
[55] #job,#hiring
[55] straightforward,approach
[55] approach,#ai
[55] #python,#coding
[53] #iot,#5g
[51] #iot,#iiot

Top Word Pairs in Tweet in G6:
[308] #ai,#python
[306] looking,#job
[306] #job,#hiring
[306] straightforward,approach
[306] approach,#ai
[306] #python,#coding
[215] jobpreference,looking
[196] #coding,#selfdrivingcars
[153] #hiring,sign
[153] sign,straightforward

Top Word Pairs in Tweet in G7:
[14] self,driving
[4] #selfdrivingcars,#selfdriving
[4] क,र
[3] #selfdrivingcars,#innovation
[3] driving,cars
[3] driving,taxi
[2] san,francisco
[2] #selfdrivingcars,#cruise
[2] #nerdy,#thirty
[2] #thirty,#nerdyandthirty

Top Word Pairs in Tweet in G8:
[30] #smartcars,#selfdrivingcars
[30] #electriccars,#cars
[29] #cars,#smartcars
[21] #futurecars,#speed
[19] #selfdrivingcars,#rides
[19] #rides,#whips
[16] #whips,#futurecars
[8] engadget,#electriccars
[6] #selfdrivingcars,#futurecars
[6] ev,battery

Top Word Pairs in Tweet in G9:
[6] apex,middleware
[5] busy,month
[5] month,blog
[5] blog,whether
[5] whether,build
[5] build,#autonomousvehicles
[5] #autonomousvehicles,formulastudent
[5] formulastudent,open
[5] wonder,apex
[5] middleware,based

Top Word Pairs in Tweet in G10:
[12] fr_guichard,its_at_unece
[12] its_at_unece,unece
[12] unece,jackstilgoe
[12] jackstilgoe,stsucl
[12] stsucl,turinginst
[7] week,regulation
[7] regulation,#selfdrivingcars
[7] #selfdrivingcars,fr_guichard
[6] digitalplanet,week
[5] see,#selfdrivingcars

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@pinakilaskar
@enilev
@betamoroney
@guidaautonoma
@jobpreference
@analytics_699
@mikequindazzi
@jeroenbartelse
@mvollmer1

Top Mentioned in G1:
@chidambara09
@betamoroney
@enilev
@pinakilaskar
@jobpreference
@fisheyebox
@nostalgicbrain0
@guidaautonoma
@analytics_699
@iot_automotive

Top Mentioned in G2:
@guidaautonoma
@pinakilaskar
@analytics_699
@mikequindazzi
@akwyz
@glengilmore
@fisheyeboxindia
@chidambara09
@jobpreference
@pawlowskimario

Top Mentioned in G3:
@chidambara09
@jeroenbartelse
@frronconi
@thenationalnews
@uoldguy
@mvollmer1
@spirosmar
@zoox
@baidu_inc
@digitaltrends

Top Mentioned in G4:
@mvollmer1
@ingliguori
@ronald_vanloon
@cnbc
@pinakilaskar
@jobpreference
@startupselfieco
@analytics_699
@jeroenbartelse
@guidaautonoma

Top Mentioned in G5:
@guidaautonoma
@jobpreference
@pinakilaskar
@mikequindazzi
@tesla
@iotworldtoday
@motorcycletwitt
@analytics_699
@fabriziobustama
@chidambara09

Top Mentioned in G6:
@jobpreference
@lanceeliot
@pinakilaskar
@ethicsinai
@guidaautonoma
@ingliguori
@iot_automotive
@analytics_699
@nostalgicbrain0
@cryptofreemind

Top Mentioned in G7:
@beuh420fr2

Top Mentioned in G8:
@foxmental_x
@cnet
@terrortola
@slashgear
@futurism
@washingtonpost
@jonfingas
@thenextweb
@yahoo
@nytimes

Top Mentioned in G9:
@formulastudent
@foxglovedev
@apexai_inc
@chalmersuniv
@rosorg
@gazebosim
@jderobot
@openroboticsorg

Top Mentioned in G10:
@fr_guichard
@its_at_unece
@unece
@jackstilgoe
@stsucl
@turinginst
@digitalplanet
@un
@angelicamari
@luciacholakian

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@javascriptd
@botraj1
@evankirstel
@aaroncuddeback
@fabriciosx

Top Tweeters in G1:
@chidambara09
@codedailybot
@javascriptd
@aaroncuddeback
@fabriciosx
@dataaugmented
@ml_tweet_bot
@santchiweb
@serverlessfan
@thecuriousluke

Top Tweeters in G2:
@sectest9
@xaelbot
@cybersecurityn8
@codewithtwitchi
@goaidev
@education_24x7
@ssxman2
@gezgintrk
@advanceml
@thesecretjunio1

Top Tweeters in G3:
@evankirstel
@reuters
@biofares
@benishii_
@mark45dominic
@rwang0
@shi4tech
@gvalan
@rldi_lamy
@robertobarquin

Top Tweeters in G4:
@calcaware
@cnbc
@bot_innovation
@botfemale
@lucillagiannot1
@prqosjdyofn1ylj
@timothy_hughes
@rulesbenitez
@cnet
@esienne

Top Tweeters in G5:
@vivmilano
@forbes
@ilimlevebilimle
@mistergreenwich
@bayiskendr
@inc
@mediapython
@ganeshchetan
@robotconsumer
@manifattura40

Top Tweeters in G6:
@botraj1
@thepixeldevs
@intrinsicworld
@2bftawfik
@hiringcare
@artistrtweeters
@rosiaxbot
@arealhumanname1
@pythonroboto
@lebotpython

Top Tweeters in G7:
@mataonline
@fbmynextcar
@deshmukhsmt
@goodadvicepub
@the_newsmen
@ics_ag
@shivamg
@future_timeline
@nargis007
@detroitbureau

Top Tweeters in G8:
@nytimes
@mashable
@washingtonpost
@eco1start
@foxmental_x
@thenextweb
@shyredmd
@verge
@slashgear
@buddhistnobody

Top Tweeters in G9:
@scibot6
@dinnovatrain
@openroboticsorg
@joespeeds
@formulastudent
@rosorg
@hoc6h4nhcoch3
@chalmersuniv
@simonltbg1
@gazebosim

Top Tweeters in G10:
@un
@jackstilgoe
@unece
@iecarballo
@luciacholakian
@fabiochola
@angelicamari
@turinginst
@defunn123
@stsucl


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