#bigdata, Twitter, 5/26/2019 8:41:51 AM, 198076


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#bigdata_2019-05-26_00-17-47.xlsx
#bigdata_2019-05-26_00-17-47.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2019
Short Description:
#bigdata via NodeXL http://bit.ly/2W5JB2M
@chidambara09
@ronald_vanloon
@kirkdborne
@nosqldigest
@thomashilbig2
@mikequindazzi
@ipfconline1
@gp_pulipaka
@iamjony94
@cybersec_feeds

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

Description:
Description
The graph represents a network of 6,107 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 26 May 2019 at 07:20 UTC.

The requested start date was Sunday, 26 May 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 3-day, 4-hour, 28-minute period from Tuesday, 21 May 2019 at 21:15 UTC to Saturday, 25 May 2019 at 01:44 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 : 6107
Unique Edges : 10512
Edges With Duplicates : 6841
Total Edges : 17353
Number of Edge Types : 3
Mentions : 13972
Tweet : 3313
Replies to : 68
Self-Loops : 3313
Reciprocated Vertex Pair Ratio : 0.0205075381590037
Reciprocated Edge Ratio : 0.0401908607083869
Connected Components : 802
Single-Vertex Connected Components : 350
Maximum Vertices in a Connected Component : 4213
Maximum Edges in a Connected Component : 15231
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.300785
Graph Density : 0.00029225508993964
Modularity : 0.489587
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://www.datasciencecentral.com/profiles/blogs/29-statistical-concepts-explained-in-simple-english-part-13
[27] https://www.facebook.com/gfaccord
[25] https://www.linkedin.com/company/gf-accord-sa
[24] https://www.datasciencecentral.com/profiles/blogs/17-great-ml-books-and-curated-articles
[23] https://www.datasciencecentral.com/profiles/blogs/free-book-classification-and-regression-in-a-weekend
[23] http://www.revistamasseguridad.com.mx/big-data-potenciara-negocio-estacionamientos-genetec/
[22] https://www.jadirectives.com/best-development-courses-online/
[22] https://europeennes.partipirate.org/humains.html#programme
[21] http://www.wiomax.com/lora-and-nb-iot-the-lpwa-technologies-unlock-the-potentials-of-smart-iot/
[18] https://www.jadirectives.com/best-coursera-courses-certifications-specializations/

Top URLs in Tweet in G1:
[19] http://www.wiomax.com/lora-and-nb-iot-the-lpwa-technologies-unlock-the-potentials-of-smart-iot/
[17] https://www.facebook.com/gfaccord
[17] https://www.jadirectives.com/best-development-courses-online/
[16] https://www.16best.net/blog/the-web-world-who-owns-who/
[15] https://www.linkedin.com/company/gf-accord-sa
[15] https://lnkd.in/dWqUu4K
[15] https://www.jeffbullas.com/4-cool-competitive-analysis-tools-every-digital-marketer-should-use/
[13] https://www.aisoma.de/ki-gesundheitswesen/
[13] https://www.aisoma.de/ai-slides/
[11] https://www.newsletter.datasciencecentral.com/click.html?x=a62e&lc=Xts&mc=j&s=Wds&u=F&y=f&z=weZRjQP&

Top URLs in Tweet in G2:
[23] http://www.revistamasseguridad.com.mx/big-data-potenciara-negocio-estacionamientos-genetec/
[16] https://go-boldly.io/
[10] https://www.facebook.com/gfaccord
[10] https://www.linkedin.com/company/gf-accord-sa
[7] https://quocirca.com/content/report_mastering_the_internet_of_things/
[7] https://suleygroup.com/index.php/suley-university/u-blog/item/47-matrix-armageddon-ai
[7] https://www.digitraxentertainment.com/?utm_source=Twitter&utm_medium=VidPost&utm_campaign=BrandAware&utm_term=ArtInt
[7] https://sites.google.com/view/adriandomainnames/home
[6] https://www.linkedin.com/today/post/article/20140612152240-1853953-5-steps-to-proofing-with-big-data?published=t
[6] http://news.mit.edu/2019/faculty-schwarzman-college-computing-0524

Top URLs in Tweet in G3:
[8] https://www.thedailybeast.com/can-ai-help-stop-bee-extinction?ref=scroll&customTrackingParam=:so:ifu:or::Thedailybeast_ai_bees_rvl
[8] https://www.entrepreneur.com/article/333278
[5] https://www.automationworld.com/article/topics/industrial-internet-things/why-should-i-care-about-industry-40
[5] https://www.itweb.co.za/content/6GxRKMY8w3x7b3Wj
[5] https://twitter.com/i/web/status/1116393075465650176
[5] https://www.datasciencecentral.com/profiles/blogs/6448529:BlogPost:707763
[4] https://thenewreality.info/poster/
[4] https://www.kdnuggets.com/2019/05/data-fabric-machine-learning-part-1.html
[4] http://naullynicolas.ch/digital-transformation-organization/
[4] https://builtin.com/artificial-intelligence/machine-learning-ecommerce-retail

Top URLs in Tweet in G4:
[17] https://www.datasciencecentral.com/profiles/blogs/17-great-ml-books-and-curated-articles
[16] https://www.datasciencecentral.com/profiles/blogs/29-statistical-concepts-explained-in-simple-english-part-13
[12] https://www.datasciencecentral.com/profiles/blogs/free-book-classification-and-regression-in-a-weekend
[10] https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkz446/5494769
[10] https://amp.pharm.mssm.edu/chea3/
[8] http://information4all.com/2019/01/04/differences-between-business-intelligence-and-data-science/
[7] https://www.datasciencecentral.com/profiles/blogs/how-to-choose-fraud-detection-software-features-characteristics
[7] https://www.datasciencecentral.com/profiles/blogs/data-science-central-monday-digest-may-20
[7] https://www.genomicseducation.hee.nhs.uk/news/item/454-your-invaluable-genome/?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn
[6] https://www.r-bloggers.com/learning-r-the-ultimate-introduction-incl-machine-learning/

Top URLs in Tweet in G5:
[5] http://content.yudu.com/libraryHtml/A42fwh/JanuaryFebruary2017W/reader.html?page=28&utm_medium=Social&utm_source=Unknown&utm_campaign=Leadify
[4] https://www.revistabyte.es/actualidad-byte/reyes-maroto-des2019-digitalizar-la-pyme/
[4] http://whatsthebigdataidea.com/2015/12/14/what-does-your-medical-record-say-about-you-and-who-is-reading-it/
[3] Big
[3] Data
[3] https://dataindustri.blogspot.com/2016/05/mengenal-peluang-dan-risiko-investasi.html?spref=tw
[3] http://whatsthebigdataidea.com/2017/02/12/big-data-your-vote-did-trump-change-your-mind/
[2] https://www.namecheap.com/domains/marketplace/listing/57233918/
[2] http://v1shal.com/content/100-greatest-data-quotes/
[2] https://www.sbs.com.au/news/social-media-and-big-data-where-to-now-for-political-opinion-polling

Top URLs in Tweet in G6:
[5] https://dy.si/qXYco
[5] http://gdpruk.eu/index.php/book-an-appointment/
[4] https://www.growth-hackers.net/what-is-a-startup/
[4] https://www.sentinelone.com/blog/what-is-secops-what-are-the-benefits-and-best-practices/
[3] https://vas3k.com/blog/machine_learning/
[3] https://www.clickz.com/digital-transformation-top-challenges-to-success-in-2019/236760/
[3] http://getgdpr.at/BOOKaCALL?utm_sq=fp77cblmqo&utm_source=Twitter&utm_medium=social&utm_campaign=1DavidClarke&utm_content=GDPR+Promotion
[2] https://www.simpliv.com/internetthings/internet-of-things-automatic-email-iot-development-using-nodemcu
[2] https://www.incites.eu/newsletter
[2] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/ff8081815ab1200d015acde421d57a5b?cid=8a99828b6ad44aa0016ad5d467cc6217&url=https%3A%2F%2Fblogs.cisco.com%2Fsecurity%2Fsocial-media-and-black-markets

Top URLs in Tweet in G7:
[4] https://empresas.blogthinkbig.com/como-se-mueven-los-trabajadores-de-distrito-t/
[2] https://www.youtube.com/watch?v=MpLHMKTolVw&feature=youtu.be

[2] https://constructech.com/article/industry-insights-spring-2019/
[2] https://www.livemint.com/insurance/news/can-insurance-industry-make-better-use-of-big-data-analytics-1557043341723.html
[2] https://www.cocreanet.es/horizontes_innovacion_estrategia/
[2] http://blog.teresaperez.net/2019/05/20/innovacion-en-salud-para-dummies-innovacionensalud/
[2] https://www.cocreanet.es/informacion-inteligente-para-pymes-big-data/
[2] https://www.youtube.com/watch?v=WU3oGByPatU&feature=youtu.be

[2] https://www.forbes.com/sites/douglasmerrill/2019/05/06/fintech-needs-to-stop-tinkering-at-the-edges-of-big-data/?webview=1&cfPlatform=android#61854bb45d43
[2] https://cloudblogs.microsoft.com/industry-blog/health/2019/05/09/a-microsoft-employees-personal-and-global-impact-on-rare-disease/

Top URLs in Tweet in G8:
[3] http://r.socialstudio.radian6.com/95eec824-db0f-44f0-b909-a2a4d753ae28
[2] http://r.socialstudio.radian6.com/6ec7b381-628b-4399-938e-99c78a5c56aa
[1] https://atassist.com/blog/why-smart-cities-need-a-people-first-mentality
[1] https://www.youtube.com/watch?v=TOSZwEwl_1Q&list=RDTOSZwEwl_1Q&start_radio=1

[1] https://www.weforum.org/agenda/2019/05/universal-health-coverage-technology/
[1] http://r.socialstudio.radian6.com/97dea501-790c-4fb1-badd-a9459561ae2b
[1] https://victorzhou.com/blog/intro-to-cnns-part-1/
[1] https://www.sap.com/documents/2019/03/103b537d-3e7d-0010-87a3-c30de2ffd8ff.html?source=social-global-sapanalytics-twitter-marketingcampaign-sme_generalbusiness-unspecified-banking-gpm44-spr-2321777469&campaigncode=CRM-YM19-DEM-CONTMSGSDC
[1] https://www.youtube.com/watch?v=eVSfJhssXUA&feature=youtu.be

[1] https://www.forbes.com/sites/bernardmarr/2019/03/21/why-every-company-needs-an-artificial-intelligence-ai-strategy-for-2019/#42734dfe68ea

Top URLs in Tweet in G9:
[3] https://www.nejm.org/doi/full/10.1056/NEJMp1815418
[2] https://federalnewsnetwork.com/ai-machine-learning-month/2019/05/using-machine-learning-to-automate-employee-expertise/
[2] http://noblenashville.com/artificial-intelligence-to-aid-finnair-efficiency/
[1] https://www.upmc.com/media/news/051919-seymour-seneca
[1] https://techstartups.com/2019/05/23/global-artificial-intelligence-ai-markets-reach-40-billion-2024/
[1] https://www.wsj.com/articles/making-artificial-intelligence-socially-conscious-hinges-on-cultural-shifts-11558387188
[1] http://www.dbta.com/Editorial/News-Flashes/Refining-Artificial-Intelligence-for-the-Customer-Experience-131892.aspx
[1] https://www.automobilemag.com/news/artificial-intelligence-ai-ready-self-driving-autonomous-cars/
[1] https://6abc.com/artificial-intelligence-boosts-lung-cancer-detection-in-test/5311318/
[1] https://www.executivegov.com/2019/05/socom-looks-to-enhance-operations-with-artificial-intelligence/

Top URLs in Tweet in G10:
[11] https://www.jadirectives.com/best-coursera-courses-certifications-specializations/
[6] https://www.jadirectives.com/best-business-intelligence-certification-online/#13_People_Analytics
[6] http://www2.sys-con.com/cloudcomputingexpo/sponsors.html
[6] https://www.eventbrite.com/e/cloudexpo-silicon-valley-tickets-54518974721#tickets
[5] https://newonlinecourse.blogspot.com/2019/05/scala-and-spark-for-big-data-and.html
[4] https://newonlinecourse.blogspot.com/2019/04/microsoft-power-bi-publishing-to-power.html
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fhackernoon.com%2Fdo-you-know-what-happens-to-your-data-17cae340af80
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fhackernoon.com%2Fthe-top-big-data-consulting-firms-ab1f25d09163
[3] https://coupononlinecourses24.blogspot.com/2019/05/aws-certified-devops-engineer.html
[3] https://www.jadirectives.com/best-development-courses-online/

Top Domains
Top Domains in Tweet in Entire Graph:
[305] twitter.com
[294] datasciencecentral.com
[239] dy.si
[158] jadirectives.com
[138] forbes.com
[105] medium.com
[101] linkedin.com
[100] lnkd.in
[75] youtube.com
[73] bit.ly

Top Domains in Tweet in G1:
[108] jadirectives.com
[108] datasciencecentral.com
[106] twitter.com
[86] dy.si
[68] coincaps.ai
[60] forbes.com
[57] wiomax.com
[52] socialmediaexaminer.com
[52] iotbigdatajobs.com
[49] linkedin.com

Top Domains in Tweet in G2:
[40] twitter.com
[35] linkedin.com
[34] forbes.com
[32] datasciencecentral.com
[28] lnkd.in
[27] co.uk
[25] com.mx
[23] venturebeat.com
[20] v1shal.com
[18] quid.com

Top Domains in Tweet in G3:
[25] datasciencecentral.com
[16] kdnuggets.com
[11] forbes.com
[11] twitter.com
[9] data-mania.com
[8] thedailybeast.com
[8] entrepreneur.com
[7] accoladetechnology.com
[6] medium.com
[6] dzone.com

Top Domains in Tweet in G4:
[122] datasciencecentral.com
[112] dy.si
[47] twitter.com
[31] amazon.com
[10] govloop.com
[10] oup.com
[10] mssm.edu
[9] lentiq.com
[8] information4all.com
[7] r-bloggers.com

Top Domains in Tweet in G5:
[22] twitter.com
[18] lnkd.in
[13] whatsthebigdataidea.com
[12] blogspot.com
[8] forbes.com
[8] d3eksha.com
[7] youtube.com
[7] stockfluence.com
[6] dy.si
[6] duniaindustri.com

Top Domains in Tweet in G6:
[14] ziftsolutions.com
[7] getgdpr.at
[6] sentinelone.com
[5] simpliv.com
[5] dy.si
[5] gdpruk.eu
[4] growth-hackers.net
[3] vas3k.com
[3] clickz.com
[3] bit.ly

Top Domains in Tweet in G7:
[7] youtube.com
[7] constructech.com
[5] blogthinkbig.com
[4] cocreanet.es
[3] bit.ly
[3] computerweekly.com
[3] microsoft.com
[3] forbes.com
[2] livemint.com
[2] teresaperez.net

Top Domains in Tweet in G8:
[6] radian6.com
[2] youtube.com
[1] atassist.com
[1] weforum.org
[1] victorzhou.com
[1] sap.com
[1] forbes.com

Top Domains in Tweet in G9:
[3] nejm.org
[2] federalnewsnetwork.com
[2] noblenashville.com
[1] upmc.com
[1] techstartups.com
[1] wsj.com
[1] dbta.com
[1] automobilemag.com
[1] 6abc.com
[1] executivegov.com

Top Domains in Tweet in G10:
[38] jadirectives.com
[16] blogspot.com
[8] medium.com
[6] sys-con.com
[6] eventbrite.com
[4] forbes.com
[2] mike.place
[2] ibm.co
[1] speakerdeck.com
[1] dataschool.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7517] bigdata
[3874] ai
[2390] datascience
[2344] machinelearning
[2124] iot
[1559] analytics
[949] artificialintelligence
[902] deeplearning
[713] ml
[682] socialmedia



Top Hashtags in Tweet in G1:
[2798] bigdata
[2210] ai
[1487] datascience
[1433] machinelearning
[1198] iot
[874] analytics
[644] deeplearning
[509] artificialintelligence
[498] socialmedia
[457] digitalmarketing

Top Hashtags in Tweet in G2:
[1424] bigdata
[414] ai
[237] analytics
[233] iot
[176] datascience
[160] machinelearning
[120] data
[102] ml
[102] tech
[85] cloud

Top Hashtags in Tweet in G3:
[335] bigdata
[289] ai
[194] machinelearning
[172] iot
[159] artificialintelligence
[131] ml
[124] datascience
[86] internetofthings
[79] analytics
[60] robotics

Top Hashtags in Tweet in G4:
[372] bigdata
[299] datascience
[272] machinelearning
[227] ai
[120] abdsc
[104] datascientists
[60] statistics
[59] deeplearning
[52] algorithms
[44] iot

Top Hashtags in Tweet in G5:
[451] bigdata
[60] ai
[53] analytics
[40] machinelearning
[37] data
[28] datascience
[26] iot
[22] cloud
[19] artificialintelligence
[19] deeplearning

Top Hashtags in Tweet in G6:
[95] bigdata
[57] ai
[53] cybersecurity
[31] iot
[31] blockchain
[31] analytics
[27] infosec
[26] artificialintelligence
[22] machinelearning
[19] internetofthings

Top Hashtags in Tweet in G7:
[107] bigdata
[64] ai
[48] iot
[29] digitaltransformation
[23] artificialintelligence
[22] analytics
[22] cloud
[20] internetofthings
[19] datasecurity
[19] cibersecurity

Top Hashtags in Tweet in G8:
[34] bigdata
[27] iot
[26] ai
[12] digitaltransformation
[11] ml
[10] capitalism
[6] smartcities
[6] innovation
[6] analytics
[6] smarthome

Top Hashtags in Tweet in G9:
[55] bigdata
[7] artificialintelligence
[4] aistrategy
[4] aiandthelaw
[3] healthcare
[2] aiethics
[2] dataresponsible
[2] aiforgood
[2] robotics
[1] nih

Top Hashtags in Tweet in G10:
[165] bigdata
[143] ai
[96] iot
[74] iiot
[62] datascience
[60] analytics
[48] aiops
[45] machinelearning
[39] fintech
[39] blockchain

Top Words
Top Words in Tweet in Entire Graph:
[6371] Words in Sentiment List#1: Positive
[2443] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[217412] Non-categorized Words
[226226] Total Words
[7515] #bigdata
[3868] #ai
[2390] #datascience
[2344] #machinelearning
[2127] #iot

Top Words in Tweet in G1:
[2798] #bigdata
[2205] #ai
[1487] #datascience
[1433] #machinelearning
[1198] #iot
[1135] gt
[874] #analytics
[644] #deeplearning
[512] data
[509] #artificialintelligence

Top Words in Tweet in G2:
[1423] #bigdata
[519] data
[414] #ai
[237] #analytics
[233] #iot
[214] big
[176] #datascience
[160] #machinelearning
[131] more
[125] s

Top Words in Tweet in G3:
[335] #bigdata
[288] #ai
[266] ronald_vanloon
[194] #machinelearning
[175] #iot
[159] #artificialintelligence
[138] more
[131] #ml
[124] #datascience
[97] read

Top Words in Tweet in G4:
[372] #bigdata
[299] #datascience
[299] kirkdborne
[272] #machinelearning
[227] #ai
[120] #abdsc
[107] data
[104] #datascientists
[91] more
[83] gt

Top Words in Tweet in G5:
[450] #bigdata
[140] data
[60] #ai
[53] big
[53] #analytics
[40] #machinelearning
[37] #data
[34] more
[28] #datascience
[26] #iot

Top Words in Tweet in G6:
[95] #bigdata
[57] #ai
[53] #cybersecurity
[31] #iot
[31] #blockchain
[31] #analytics
[27] #infosec
[26] #artificialintelligence
[24] startgrowthhack
[22] #machinelearning

Top Words in Tweet in G7:
[107] #bigdata
[64] #ai
[48] #iot
[29] #digitaltransformation
[23] #artificialintelligence
[22] #analytics
[22] data
[22] #cloud
[20] #internetofthings
[19] #datasecurity

Top Words in Tweet in G8:
[34] #bigdata
[27] #iot
[26] #ai
[22] mayorgregor
[22] udibc
[22] kennedystewart
[21] wef
[20] homelessdave0
[13] mikebloomberg
[12] #digitaltransformation

Top Words in Tweet in G9:
[55] #bigdata
[47] using
[46] progress
[45] sepsis
[44] #1
[44] killer
[44] hospitalized
[44] patients
[44] slow
[44] treat

Top Words in Tweet in G10:
[165] #bigdata
[143] #ai
[96] #iot
[74] #iiot
[71] cloudexpo
[62] #datascience
[60] #analytics
[56] join
[48] #aiops
[45] #machinelearning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[962] #bigdata,#analytics
[774] gt,gt
[686] #ai,#machinelearning
[592] big,data
[583] #bigdata,#datascience
[539] #datascience,#ai
[486] #analytics,#datascience
[466] #ai,#iot
[450] #ai,#bigdata
[398] #iot,#iiot

Top Word Pairs in Tweet in G1:
[641] gt,gt
[633] #bigdata,#analytics
[507] #ai,#machinelearning
[409] #datascience,#ai
[398] #analytics,#datascience
[358] #bigdata,#datascience
[309] #machinelearning,#bigdata
[274] #iot,#iiot
[268] #digitalmarketing,#contentmarketing
[267] #ai,#iot

Top Word Pairs in Tweet in G2:
[190] big,data
[115] #bigdata,#analytics
[91] #bigdata,#ai
[74] #ai,#bigdata
[53] artificial,intelligence
[48] gt,gt
[41] #datascience,#bigdata
[39] #ai,#iot
[39] machine,learning
[39] #bigdata,#machinelearning

Top Word Pairs in Tweet in G3:
[84] read,more
[70] #ai,#iot
[70] #iot,#bigdata
[59] #artificialintelligence,#ai
[58] #machinelearning,#ml
[52] #bigdata,#machinelearning
[48] #ai,#machinelearning
[44] #artificialintelligence,#ml
[39] #machinelearning,#artificialintelligence
[38] #ai,#bigdata

Top Word Pairs in Tweet in G4:
[132] #bigdata,#datascience
[55] #datascience,#ai
[50] #bigdata,#machinelearning
[49] #abdsc,#bigdata
[48] #ai,#machinelearning
[38] #datascience,#machinelearning
[35] gt,gt
[27] #machinelearning,#ai
[24] much,more
[23] cheat,sheet

Top Word Pairs in Tweet in G5:
[43] big,data
[21] #bigdata,#analytics
[18] #166database,#marketcompetition
[18] #marketcompetition,#databasespesifik
[18] #databasespesifik,#surveyperusahaan
[18] #surveyperusahaan,#bigdata
[18] #bigdata,#indonesiaindustrialsummit2019
[18] #indonesiaindustrialsummit2019,#digitaldatabase
[18] #digitaldatabase,#distributoralkes
[16] #ai,#bigdata

Top Word Pairs in Tweet in G6:
[13] #bigdata,#ai
[12] #cybersecurity,#bigdata
[12] #dataprotection,#privacy
[12] #privacy,#infosec
[11] #infosec,#cybersecurity
[10] #ai,#artificialintelligence
[10] #artificialintelligence,#bigdata
[10] end,end
[10] end,#encryption
[10] #encryption,work

Top Word Pairs in Tweet in G7:
[20] #bigdata,#analytics
[19] #iot,#datasecurity
[19] #datasecurity,#cloud
[19] #cloud,#cibersecurity
[19] #cibersecurity,#bigdata
[19] #analytics,#internetofthings
[19] #internetofthings,#smartcities
[19] #smartcities,#ai
[19] #ai,#smarthome
[14] #smarthome,#digitaltransformation

Top Word Pairs in Tweet in G8:
[11] hd,hyper
[11] udibc,kennedystewart
[11] kennedystewart,same
[11] rodmickleburgh,kennedystewart
[11] kennedystewart,mayorgregor
[11] mayorgregor,sadhuajohnston
[11] sadhuajohnston,mikebloomberg
[11] mikebloomberg,udibc
[11] udibc,jjhorgan
[11] jjhorgan,thejagmeetsingh

Top Word Pairs in Tweet in G9:
[44] sepsis,#1
[44] #1,killer
[44] killer,hospitalized
[44] hospitalized,patients
[44] patients,progress
[44] progress,slow
[44] slow,treat
[44] treat,upmc
[44] upmc,study
[44] study,helps

Top Word Pairs in Tweet in G10:
[74] #iot,#iiot
[51] #bigdata,#analytics
[43] #ai,#iot
[37] cloudexpo,join
[36] #analytics,#datascience
[36] #datascience,#ai
[35] #fintech,#blockchain
[33] #bigdata,#ai
[32] #bigdata,#cloud
[30] expo,floor

Top Replied-To
Top Replied-To in Entire Graph:
@joshvanbc
@gohansgo
@idigdata
@facebook
@thosjleeper
@danielling13
@gkoronek
@nicolep09827337
@social_molly
@nasa

Top Replied-To in G1:
@danielling13
@gkoronek
@nasa
@nicolep09827337
@sonarplusd
@canglerdata
@mikequindazzi
@facebook
@machfuiot

Top Replied-To in G2:
@joshvanbc
@docassar
@eduardo50935627
@social_molly
@tableau
@dataworkssummit
@antheminc
@uwbiostat
@kattascha
@amonterodel

Top Replied-To in G3:
@mckinsey

Top Replied-To in G4:
@mulesoft
@maayanlab

Top Replied-To in G6:
@cloudexpoasia
@influencerprom1
@realdonaldtrump

Top Replied-To in G7:
@abiresearch
@bentley
@lytx
@exxonmobil
@4rindustrial

Top Replied-To in G8:
@rodmickleburgh
@jenstden

Top Replied-To in G9:
@kirkdborne
@nejm

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@ronald_vanloon
@gp_pulipaka
@mikequindazzi
@iamjony94
@antgrasso
@ahmedjr_16
@ravikikan
@spirosmargaris
@datasciencectrl

Top Mentioned in G1:
@mikequindazzi
@gp_pulipaka
@kirkdborne
@iamjony94
@ronald_vanloon
@antgrasso
@ravikikan
@spirosmargaris
@richardeudes
@deeplearn007

Top Mentioned in G2:
@iamjony94
@chidambara09
@kirkdborne
@analyticsweek
@forbes
@cris_aranda_
@genetec
@gfradelos
@ruben_casado
@revmasseguridad

Top Mentioned in G3:
@ronald_vanloon
@futurism
@kirkdborne
@datasciencectrl
@pwc
@forbes
@kdnuggets
@mikequindazzi
@bernardmarr
@analyticbridge

Top Mentioned in G4:
@kirkdborne
@datasciencectrl
@boozallen
@lentiqinc
@theadamgabriel
@nar_open
@tamaramccleary
@avimaayan
@maayanlab
@sassoftware

Top Mentioned in G5:
@carl_bradford
@bigo_project
@ainewsletter
@aibasic
@vegastours
@welteninstitute
@danieluriol
@nexlp_inc
@matzehorus

Top Mentioned in G6:
@startgrowthhack
@r_demidchuk
@1davidclarke
@fishe
@kiyotaka_1991
@masao__tanaka
@malekalby
@pestochampion
@fujio0606
@onlypositivism

Top Mentioned in G7:
@elena_gil_liza
@luca_d3
@adah_almutairi
@youtube
@bloggers_view
@microsoft
@te_granempresa
@team_iot
@google
@afercuello

Top Mentioned in G8:
@mayorgregor
@udibc
@kennedystewart
@homelessdave0
@wef
@mikebloomberg
@sadhuajohnston
@jjhorgan
@thejagmeetsingh
@visionvancouver

Top Mentioned in G9:
@upmc
@nihdirector
@thenci
@nejm
@nordicinst
@yschindel
@daniel_kraft
@timesofisrael
@iainljbrown
@calcaware

Top Mentioned in G10:
@gp_pulipaka
@cloudexpo
@ahmedjr_16
@ibmsystems
@ibmcloud
@syscontv
@cloudjobfair
@agodgmt
@ibmde
@tonybasquiat

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@javascriptd
@cyberdomain
@nosqldigest
@evankirstel
@techl0g
@gamergeeknews
@jilliemary
@edgametec
@ottlegalrebels

Top Tweeters in G1:
@sectest9
@javascriptd
@cyberdomain
@evankirstel
@gamergeeknews
@ottlegalrebels
@artistrack_edm
@fintechna
@business
@game_devbot

Top Tweeters in G2:
@nosqldigest
@chidambara09
@jetblue
@protestmusica
@releaseteam
@smoothsale
@portfoliobuzz
@waze
@zdnet
@yahoofinance

Top Tweeters in G3:
@amazingchevvolt
@nytimes
@mashable
@glaciarblue
@thedailybeast
@timothy_hughes
@yvesmulkers
@pdfstreaming
@nembotavy_0101
@scmpnews

Top Tweeters in G4:
@gonzalobarria
@thomaspower
@perfilcom
@infonomicsinc
@lindalarsonkemp
@kirkdborne
@ritmonegro
@tamaramccleary
@dnaed_tech
@bryankramer

Top Tweeters in G5:
@alfredovela
@netoperiodista
@markmilleritpro
@data_nerd
@carlesdijous
@techjunkiejh
@suriyasubraman
@savinzdeals
@edit_engine
@ignacioalperin

Top Tweeters in G6:
@jilliemary
@ginestarros
@datsyuklover
@glaveanton
@drjimmystar
@wanderingstarz1
@srinualme
@papaporter1
@valaafshar
@tom__coleman

Top Tweeters in G7:
@techcrunch
@juliomayol
@cyleconomica
@danielnewmanuv
@google
@dubengeldu
@francoleuzzi
@jluisperezg
@vivianfrancos
@technative

Top Tweeters in G8:
@akwyz
@grattonboy
@grattongirl
@martingaedt
@2601manish
@wef
@serve4impact
@rodmickleburgh
@jerome_joffre
@bonga_online

Top Tweeters in G9:
@timesofisrael
@monitor_ph
@donnayoungdc
@whiteshot
@beth_lizet
@eprado_melo
@doctor_david
@carlyrm
@debbiewerneck
@brcaresponder

Top Tweeters in G10:
@aaroncuddeback
@andrewmorrisuk
@marypcbuk
@cloudexpo
@kubesummit
@sysconmedia
@expoai
@ulitzer
@bigdataexpo
@serverlessfan