#cloudcomputing, Twitter, 5/6/2019 8:55:01 PM, 195825


FAQ | Problem?

#cloudcomputing_2019-05-06_12-48-11.xlsx
#cloudcomputing_2019-05-06_12-48-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2019
Short Description:
#cloudcomputing via NodeXL http://bit.ly/2GYZ9eu
@gp_pulipaka
@santchiweb
@chidambara09
@mikequindazzi
@serverlessfan
@thecuriousluke
@sectest9
@antgrasso
@alcgroup
@topcybernews

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

Description:
Description
The graph represents a network of 2,615 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 May 2019 at 19:49 UTC.

The requested start date was Monday, 06 May 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 10-hour, 9-minute period from Thursday, 02 May 2019 at 13:51 UTC to Monday, 06 May 2019 at 00:01 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 : 2615
Unique Edges : 3554
Edges With Duplicates : 3468
Total Edges : 7022
Number of Edge Types : 3
Mentions : 5456
Tweet : 1512
Replies to : 54
Self-Loops : 1512
Reciprocated Vertex Pair Ratio : 0.0164739884393064
Reciprocated Edge Ratio : 0.0324139891953369
Connected Components : 590
Single-Vertex Connected Components : 351
Maximum Vertices in a Connected Component : 1332
Maximum Edges in a Connected Component : 5299
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.649351
Graph Density : 0.000514511506654125
Modularity : 0.461577
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] https://www.cnbc.com/amp/2019/04/30/a-big-shift-in-cloud-war-between-amazon-google-microsoft-is-coming.html
[24] https://www.zdnet.com/article/aws-microsoft-or-google-which-cloud-computing-giant-is-growing-the-fastest/
[20] https://faucet.colossusxt.io/
[18] https://www.myfrugalbusiness.com/2019/05/why-is-cloud-computing-important-small-businesses.html
[15] https://buzztechy.blogspot.com/2019/05/neo4j-graph-databases-with-cypher.html
[14] https://www.jadirectives.com/best-docker-tutorial-training-certification-course/
[14] https://buzztechy.blogspot.com/2019/05/Pytorch-for-Deep-Learning-and-Computer-Vision-Course.html
[14] https://www.oreilly.com/library/view/the-enterprise-cloud/9781491907832/ch01.html?utm_content=buffer0a952&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://www.technative.io/its-a-brave-new-cloud-world-out-there-are-you-ready/
[14] https://venturebeat.com/2019/05/03/the-dark-side-of-devops/?utm_content=90846391&utm_medium=social&utm_source=twitter&hss_channel=tw-32110924

Top URLs in Tweet in G1:
[14] https://sites.google.com/view/adriandomainnames/home
[10] https://faucet.colossusxt.io/
[4] https://www.zdnet.com/article/aws-microsoft-or-google-which-cloud-computing-giant-is-growing-the-fastest/
[3] https://www.bloomberg.com/news/features/2019-05-02/satya-nadella-remade-microsoft-as-world-s-most-valuable-company
[3] http://www.startuprad.io/
[3] https://www.myfrugalbusiness.com/2019/04/small-business-needs-software-tools-trade.html
[3] https://www.revistabyte.es/actualidad-byte/dell-technologies-soluciones-de-almacenamiento/
[3] http://www.redestelecom.es/mercado/productos/1111653002103/nuevo-catalogo-de-soluciones-wi-fi-6-de-cisco.1.html?utm_source=rss&utm_medium=feed&utm_campaign=20190503
[3] https://www.revistabyte.es/actualidad-byte/ovh-servidores-de-alta-gama/
[3] https://www.revistabyte.es/actualidad-byte/equinix-crecimiento/

Top URLs in Tweet in G2:
[14] https://buzztechy.blogspot.com/2019/05/neo4j-graph-databases-with-cypher.html
[14] https://buzztechy.blogspot.com/2019/05/Pytorch-for-Deep-Learning-and-Computer-Vision-Course.html
[14] https://www.jadirectives.com/best-docker-tutorial-training-certification-course/
[12] https://github.com/mthenw/awesome-layers
[11] https://www.jadirectives.com/best-aws-certification-training-online/
[11] https://www.walesonline.co.uk/news/uk-news/uk-drone-operators-face-1650-16207428
[10] https://couponos.ooo/coupons/angular-7-fundamentals-with-firebase-and-cloud-firestore-db/
[10] https://www.quora.com/What-are-all-the-scenarios-where-a-customer-prefers-Alibaba-Cloud-DataV-over-Quick-BI
[9] https://buzztechy.blogspot.com/2019/05/ultimate-aws-certified-developer.html
[9] https://buzztechy.blogspot.com/2019/05/robotic-process-automation.html

Top URLs in Tweet in G3:
[13] https://www.oreilly.com/library/view/the-enterprise-cloud/9781491907832/ch01.html?utm_content=buffer0a952&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://software.intel.com/en-us/articles/increasing-efficiency-and-uptime-with-predictive-maintenance?cid=em-elq-35722&utm_source=elq&utm_medium=email&utm_campaign=35722&elq_cid=3686477
[12] https://www.raconteur.net/infographics/cloud-solution-choose-public-private-hybrid?utm_content=buffer00779&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.gsmaintelligence.com/research/2019/02/infographic-2019-when-5G-becomes-a-reality/725/
[3] https://events.sap.com/sapandasug/en/registrationinfo?source=email-influencers-register-promo-sanow19
[3] https://techwireasia.com/2019/04/moving-to-the-cloud-is-critical-but-is-it-secure-mcafee-weighs-in/
[2] https://twi.li/s9oUv3
[2] https://www.cnbc.com/amp/2019/04/30/a-big-shift-in-cloud-war-between-amazon-google-microsoft-is-coming.html
[2] https://www.gsb.stanford.edu/insights/artificial-intelligence-perplexed-executive
[2] https://www.techjunkieblog.com/2018/12/create-data-science-vm-on-azure.html

Top URLs in Tweet in G4:
[24] https://www.cnbc.com/amp/2019/04/30/a-big-shift-in-cloud-war-between-amazon-google-microsoft-is-coming.html
[6] https://futurumresearch.com/why-microsoft-will-win-the-dod-jedi-cloud-services-10b-contract/
[4] https://datacentrereview.com/products/984-getronics-and-helecloud-to-launch-aws-centre-of-excellence
[3] http://e-learning-teleformacion.blogspot.com/2019/04/cloud-computing-for-higher-education.html
[2] https://objectcomputing.com/resources/events/webinars/deploying-micronaut-to-gcp
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fhackernoon.com%2Fthree-patterns-for-an-effective-cloud-native-development-workflow-6f59525f5bf1
[2] https://www.zdnet.com/article/cloud-computing-whats-coming-next-and-how-you-can-help-your-business-to-prepare/?utm_content=89080849&utm_medium=social&utm_source=twitter&hss_channel=tw-32110924
[2] https://www.networkworld.com/article/3391465/another-strong-cloud-computing-quarter-puts-pressure-on-data-centers.html?utm_source=twitter&utm_medium=social&utm_campaign=organic
[1] https://nnmer.github.io/azure-services-map/dist/
[1] https://twitter.com/i/web/status/1125110595928256513

Top URLs in Tweet in G5:
[3] https://www.pwc.ch/en/publications/2018/future-of-finance.pdf
[2] http://iiot-world.com/smart-manufacturing/edge-computing-key-drivers-and-benefits-for-smart-manufacturing/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fpassing-the-google-cloud-professional-data-engineer-certification-87da9908b333
[1] https://twitter.com/Fisher85M/status/1120624614965686274
[1] http://eepurl.com/dwIaVH
[1] https://www.juniperresearch.com/press/press-releases/in-vehicle-commerce-opportunities
[1] https://twitter.com/i/web/status/1117865681448366080
[1] https://twitter.com/i/web/status/1124998462833979393
[1] https://twitter.com/i/web/status/1124998310949838848
[1] https://twitter.com/i/web/status/1124904035318767616

Top URLs in Tweet in G6:
[3] https://dy.si/Bk5Qg
[2] https://dy.si/VBjfU
[2] https://dy.si/HF8AB
[1] https://dy.si/bGdAA
[1] https://dy.si/mh4oea
[1] https://dy.si/uMtDk
[1] https://dy.si/7isaf42
[1] https://dy.si/dht1dL2
[1] https://dy.si/3QdK4
[1] https://dy.si/7cEm8a2

Top URLs in Tweet in G7:
[12] https://www.technative.io/its-a-brave-new-cloud-world-out-there-are-you-ready/
[3] https://interestingengineering.com/7-essential-algorithms-that-run-the-world?_source=newsletter&_campaign=yaJ1qDRb1Eo4&_uid=QBeXDzxgey&_h=3127dc0e1a3ba0f39e11e0f6e6168105c258fab3&utm_source=newsletter&utm_medium=mailing&utm_campaign=Newsletter-30-04-2019
[3] http://jdvtechs.com/
[3] https://www.scoop.it/topic/digital-transformation-leadership/p/4107023802/2019/04/18/don-t-let-security-cloud-your-views-on-digital-transformation?utm_medium=social&utm_source=twitter
[2] https://www.linkedin.com/learning/cloud-security-considerations-for-the-financial-services-industry/what-you-should-know
[2] https://www.itproportal.com/features/for-saas-companies-its-no-longer-the-cio-you-need-to-impress/
[2] https://www.linkedin.com/pulse/unlocking-business-potential-digital-era-cesar-castro
[1] https://www.linkedin.com/learning/cloud-security-considerations-for-the-healthcare-industry/protecting-healthcare-data
[1] https://twitter.com/i/web/status/1124278699216424960
[1] https://www.amazon.com/Architecting-Cloud-Computing-Solutions-Jackson/dp/178847242X

Top URLs in Tweet in G8:
[14] https://www.zdnet.com/article/aws-microsoft-or-google-which-cloud-computing-giant-is-growing-the-fastest/
[12] https://undeveloped.com/buy-domain/satcloud.com?redirected=true&tld=com
[11] https://thehill.com/opinion/technology/442073-why-the-pentagons-single-source-jedi-cloud-contract-would-be-a-mistake-for
[6] https://undeveloped.com/buy-domain/upgrademycloud.com?redirected=true&tld=com
[6] https://www.digitalnewsasia.com/digital-economy/shift-threats-cloud-require-new-tools-collaborations-mcafee
[5] https://techcrunch.com/2019/04/05/on-balance-the-cloud-has-been-a-huge-boon-to-startups/
[5] https://www.forbes.com/sites/forbestechcouncil/2019/04/04/should-you-go-for-a-hybrid-cloud-solution-right-now/
[5] https://searchstorage.techtarget.com/opinion/Hybrid-cloud-first-strategy-solves-public-cloud-on-premises-riddle
[5] https://www.datacenterdynamics.com/opinions/cloud-computing-record-year-and-what-lies-ahead/
[5] https://www.computerweekly.com/feature/Cloud-storage-101-Cloud-gateways-for-hybrid-cloud-connectivity

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1124988621365362688
[1] https://twitter.com/i/web/status/1124327787974807553
[1] https://twitter.com/i/web/status/1124495683048886274
[1] https://twitter.com/i/web/status/1124424550316482560
[1] https://twitter.com/i/web/status/1124610524690505728
[1] https://twitter.com/i/web/status/1124409181673545728
[1] https://twitter.com/i/web/status/1124409525447143425
[1] https://twitter.com/i/web/status/1124409607030542338
[1] https://twitter.com/i/web/status/1124409670049906688
[1] https://twitter.com/i/web/status/1124466618321580032

Top URLs in Tweet in G10:
[3] https://www.ibtimes.com/apple-amazons-biggest-customer-spends-over-30m-month-aws-2787325
[3] https://www.surveymonkey.com/r/GZM9WJV
[2] https://www.informationweek.com/cloud/the-discriminating-executives-guide-to-cloud-computing/a/d-id/1331305?utm_sq=frcnui4i58&_mc=rss_x_iwr_edt_aud_iw_x_x-rss-simple&utm_source=twitter&utm_medium=social&utm_campaign=kahootz&utm_content=cloud+computing
[2] https://www.informationweek.com/cloud/how-to-transition-from-being-a-cloud-rookie-to-aficionado/a/d-id/1331484?utm_sq=fr9voj3vtn&_mc=rss_x_iwr_edt_aud_iw_x_x-rss-simple&utm_source=twitter&utm_medium=social&utm_campaign=kahootz&utm_content=cloud+computing
[2] https://www.informationweek.com/cloud/the-state-of-the-cloud-2018/a/d-id/1331464?utm_sq=fra9zqzlh1&_mc=rss_x_iwr_edt_aud_iw_x_x-rss-simple&utm_source=twitter&utm_medium=social&utm_campaign=kahootz&utm_content=cloud+computing
[2] https://www.informationweek.com/cloud/does-your-it-department-have-the-proper-cloud-skills/a/d-id/1331373?utm_sq=frb2mb0dmq&_mc=rss_x_iwr_edt_aud_iw_x_x-rss-simple&utm_source=twitter&utm_medium=social&utm_campaign=kahootz&utm_content=cloud+computing
[2] https://www.informationweek.com/big-data/ai-machine-learning/enterprises-get-ai-head-start-with-as-a-service/d/d-id/1331369?utm_sq=frbi88nwp7&_mc=rss_x_iwr_edt_aud_iw_x_x-rss-simple&utm_source=twitter&utm_medium=social&utm_campaign=kahootz&utm_content=cloud+computing
[2] https://www.informationweek.com/strategic-cio/it-strategy/accenture-cio-journey-to-cloud-accelerates-tech-upgrades/d/d-id/1331341?utm_sq=frbzzg3gf2&_mc=rss_x_iwr_edt_aud_iw_x_x-rss-simple&utm_source=twitter&utm_medium=social&utm_campaign=kahootz&utm_content=cloud+computing
[2] https://www.informationweek.com/cloud/dont-neglect-your-data-in-a-rush-to-the-cloud/a/d-id/1331339?utm_sq=frc9za86v0&_mc=rss_x_iwr_edt_aud_iw_x_x-rss-simple&utm_source=twitter&utm_medium=social&utm_campaign=kahootz&utm_content=cloud+computing
[2] https://www.ibm.com/blogs/bluemix/2019/02/cloud-at-the-edge/?utm_content=90848833&utm_medium=social&utm_source=twitter&hss_channel=tw-19435502

Top Domains
Top Domains in Tweet in Entire Graph:
[606] twitter.com
[166] twi.li
[86] dy.si
[84] paper.li
[74] blogspot.com
[50] zdnet.com
[50] itproportal.com
[43] co.uk
[36] lnkd.in
[34] cnbc.com

Top Domains in Tweet in G1:
[141] twitter.com
[16] lnkd.in
[16] google.com
[11] twi.li
[10] colossusxt.io
[9] paper.li
[9] revistabyte.es
[7] zdnet.com
[7] citrix.com
[7] cloudplugged.com

Top Domains in Tweet in G2:
[173] twitter.com
[141] twi.li
[67] blogspot.com
[41] itproportal.com
[28] co.uk
[25] jadirectives.com
[19] dzone.com
[14] microsoft.com
[14] reuters.com
[13] zdnet.com

Top Domains in Tweet in G3:
[81] twitter.com
[14] oreilly.com
[13] twi.li
[13] raconteur.net
[12] intel.com
[10] gsmaintelligence.com
[9] github.com
[8] microsoft.com
[5] forbes.com
[4] medium.com

Top Domains in Tweet in G4:
[25] cnbc.com
[14] twitter.com
[6] futurumresearch.com
[4] datacentrereview.com
[3] paper.li
[3] medium.com
[3] networkworld.com
[3] blogspot.com
[2] objectcomputing.com
[2] zdnet.com

Top Domains in Tweet in G5:
[19] twitter.com
[3] pwc.ch
[2] iiot-world.com
[2] medium.com
[1] eepurl.com
[1] juniperresearch.com
[1] t.co
[1] raconteur.net
[1] quora.com
[1] altizon.com

Top Domains in Tweet in G6:
[71] dy.si
[2] twitter.com
[1] t.co
[1] blogspot.com
[1] sysfore.com

Top Domains in Tweet in G7:
[13] technative.io
[7] twitter.com
[7] interestingengineering.com
[6] linkedin.com
[3] jdvtechs.com
[3] scoop.it
[2] itproportal.com
[1] amazon.com
[1] iagon.com
[1] google.com

Top Domains in Tweet in G8:
[24] undeveloped.com
[22] zdnet.com
[12] techcrunch.com
[11] thehill.com
[11] forbes.com
[7] techtarget.com
[7] techradar.com
[7] twitter.com
[6] digitalnewsasia.com
[5] datacenterdynamics.com

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

Top Domains in Tweet in G10:
[14] informationweek.com
[4] paper.li
[4] twitter.com
[3] ibtimes.com
[3] surveymonkey.com
[2] ibm.com
[2] tripwire.com
[2] forbes.com
[1] microsoft.com
[1] mf2c-project.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2193] cloudcomputing
[2062] bigdata
[2007] ai
[1893] analytics
[1854] datascience
[1616] machinelearning
[1393] iot
[899] cloud
[823] iiot
[535] pytorch



Top Hashtags in Tweet in G1:
[390] cloudcomputing
[118] cloud
[43] aws
[31] azure
[31] ai
[31] blockchain
[24] technology
[23] microsoft
[22] iot
[22] bigdata

Top Hashtags in Tweet in G2:
[1388] bigdata
[1308] analytics
[1276] datascience
[1164] ai
[1007] machinelearning
[805] iot
[625] cloudcomputing
[509] iiot
[348] pytorch
[346] cloud

Top Hashtags in Tweet in G3:
[552] bigdata
[527] analytics
[506] datascience
[491] ai
[463] machinelearning
[409] iot
[285] iiot
[179] pytorch
[160] cloudcomputing
[132] python

Top Hashtags in Tweet in G4:
[50] cloudcomputing
[33] azure
[29] ai
[27] gcp
[26] multicloud
[24] data
[21] cloud
[13] aws
[8] googlecloud
[7] iot

Top Hashtags in Tweet in G5:
[71] ai
[69] cloudcomputing
[68] iot
[46] china
[19] pwc
[16] finance
[16] machinelearning
[12] megatrends
[11] autonomousvehicles
[11] mobile

Top Hashtags in Tweet in G6:
[97] ai
[87] machinelearning
[81] cloudcomputing
[73] deloittecloud
[21] cloud
[16] artificialintelligence
[16] datascience
[11] bigdata
[11] analytics
[7] deeplearning

Top Hashtags in Tweet in G7:
[58] cloudcomputing
[24] ai
[23] datascience
[21] bigdata
[21] cloud
[20] iagon
[17] analytics
[16] machinelearning
[15] devops
[13] it

Top Hashtags in Tweet in G8:
[72] cloud
[65] thecloud
[57] cloudcomputing
[48] business
[33] entrepreneur
[27] siliconvalley
[27] paloalto
[21] aws
[21] technology
[18] cloudstorage

Top Hashtags in Tweet in G9:
[25] wootva
[21] job
[21] digitalsoldier
[19] virginia
[17] lightsailing
[14] amazon
[14] aws
[11] cloudcomputing
[7] censorship
[2] worldpressfreedomday

Top Hashtags in Tweet in G10:
[47] cloudcomputing
[25] cloud
[14] it
[13] ai
[9] edgecomputing
[8] iot
[3] iiot
[3] fogcomputing
[3] healthcare
[3] cloudcosts

Top Words
Top Words in Tweet in Entire Graph:
[2273] Words in Sentiment List#1: Positive
[2491] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[87769] Non-categorized Words
[92533] Total Words
[2191] #cloudcomputing
[2062] #bigdata
[2005] #ai
[1893] #analytics
[1854] #datascience

Top Words in Tweet in G1:
[388] #cloudcomputing
[196] cloud
[118] #cloud
[58] computing
[43] #aws
[40] more
[32] data
[31] #azure
[31] #ai
[31] #blockchain

Top Words in Tweet in G2:
[1388] #bigdata
[1308] #analytics
[1276] #datascience
[1185] gp_pulipaka
[1164] #ai
[1007] #machinelearning
[805] #iot
[625] #cloudcomputing
[509] #iiot
[348] #pytorch

Top Words in Tweet in G3:
[552] #bigdata
[527] #analytics
[506] #datascience
[491] #ai
[463] #machinelearning
[409] #iot
[402] gp_pulipaka
[285] #iiot
[179] #pytorch
[160] #cloudcomputing

Top Words in Tweet in G4:
[50] #cloudcomputing
[35] googlecloud
[33] #azure
[30] cloud
[29] #ai
[27] #gcp
[26] #multicloud
[25] microsoft
[24] p
[24] g

Top Words in Tweet in G5:
[383] gt
[78] mikequindazzi
[71] #ai
[69] #cloudcomputing
[68] #iot
[57] wef
[48] brain
[46] #china
[46] controlled
[46] run

Top Words in Tweet in G6:
[97] #ai
[87] #machinelearning
[81] #cloudcomputing
[74] harvardbiz
[73] #deloittecloud
[71] deloitteba
[71] deloitteontech
[21] #cloud
[20] way
[17] based

Top Words in Tweet in G7:
[58] #cloudcomputing
[26] iagonofficial
[24] #ai
[23] #datascience
[21] join
[21] #bigdata
[21] #cloud
[20] industry
[20] #iagon
[17] cloud

Top Words in Tweet in G8:
[80] upgrademycloud
[72] #cloud
[65] #thecloud
[57] #cloudcomputing
[48] #business
[40] cloud
[33] #entrepreneur
[27] #siliconvalley
[27] #paloalto
[21] sale

Top Words in Tweet in G9:
[28] potus
[25] #wootva
[21] 27
[21] hour
[21] #job
[21] #digitalsoldier
[19] #virginia
[17] #lightsailing
[14] #amazon
[14] #aws

Top Words in Tweet in G10:
[47] #cloudcomputing
[25] #cloud
[20] cloud
[16] latest
[14] #it
[13] #ai
[13] ibm
[12] follow
[12] news
[12] insights

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1864] #bigdata,#analytics
[1507] #analytics,#datascience
[1345] #datascience,#ai
[833] #ai,#machinelearning
[802] #iot,#iiot
[514] #iiot,#pytorch
[467] #machinelearning,#iot
[392] gt,gt
[361] #ai,#iot
[311] #pytorch,#python

Top Word Pairs in Tweet in G1:
[53] cloud,computing
[50] #cloud,#cloudcomputing
[20] #cloudcomputing,#cloud
[20] colx,#colossusxt
[20] #colossusxt,#blockchain
[20] #blockchain,#masternode
[20] #masternode,#decentralised
[20] #decentralised,#cryptocurrencies
[20] #cryptocurrencies,#privacy
[20] #privacy,#spreadthegrid

Top Word Pairs in Tweet in G2:
[1295] #bigdata,#analytics
[1056] #analytics,#datascience
[924] #datascience,#ai
[554] #ai,#machinelearning
[501] #iot,#iiot
[329] #iiot,#pytorch
[296] #machinelearning,#iot
[215] #ai,#iot
[203] #pytorch,#python
[167] machine,learning

Top Word Pairs in Tweet in G3:
[526] #bigdata,#analytics
[419] #analytics,#datascience
[394] #datascience,#ai
[281] #iot,#iiot
[260] #ai,#machinelearning
[177] #iiot,#pytorch
[165] #machinelearning,#iot
[121] #ai,#iot
[105] #pytorch,#python
[93] #python,#rstats

Top Word Pairs in Tweet in G4:
[24] p,g
[24] g,shifting
[24] shifting,googlecloud
[24] googlecloud,#data
[24] #data,#ai
[24] #ai,workloads
[24] workloads,sees
[24] sees,#multicloud
[24] #multicloud,future
[24] future,#gcp

Top Word Pairs in Tweet in G5:
[251] gt,gt
[56] mikequindazzi,gt
[46] #china,controlled
[46] controlled,#ai
[46] #ai,brain
[46] brain,run
[46] run,#cloudcomputing
[45] wef,mikequindazzi
[42] #cloudcomputing,gt
[42] gt,wef

Top Word Pairs in Tweet in G6:
[73] #cloudcomputing,#ai
[72] #machinelearning,#cloudcomputing
[71] #deloittecloud,#machinelearning
[71] deloitteontech,harvardbiz
[70] #ai,deloitteba
[69] deloitteba,deloitteontech
[12] explore,benefits
[12] benefits,embedded
[11] embedded,#ai
[11] based,services

Top Word Pairs in Tweet in G7:
[18] iagonofficial,#iagon
[17] #bigdata,#analytics
[15] #analytics,#datascience
[14] #datascience,#ai
[13] cloud,security
[13] security,considerations
[12] linkedin,learning
[12] learning,course
[12] course,cloud
[12] considerations,financial

Top Word Pairs in Tweet in G8:
[49] #cloud,#thecloud
[37] #thecloud,#business
[33] #business,#entrepreneur
[27] #entrepreneur,#siliconvalley
[27] #siliconvalley,#paloalto
[16] #paloalto,#technology
[16] #technology,#digitaltransformation
[14] #aws,#microsoft
[14] #microsoft,#google
[14] #google,#cloudcomputing

Top Word Pairs in Tweet in G9:
[21] 27,hour
[21] hour,#job
[21] #job,#digitalsoldier
[21] #digitalsoldier,potus
[19] potus,#virginia
[18] #virginia,#wootva
[17] #wootva,#lightsailing
[12] #lightsailing,#amazon
[12] #amazon,#aws
[9] #aws,#cloudcomputing

Top Word Pairs in Tweet in G10:
[15] #cloud,#cloudcomputing
[14] #cloudcomputing,#it
[12] follow,latest
[12] latest,news
[12] news,insights
[12] insights,surrounding
[12] surrounding,#cloudcomputing
[12] #cloudcomputing,#ai
[12] #ai,cloudcomputing
[12] cloudcomputing,ibm

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@dailycaller
@opinepr
@pprbot
@docassar
@deepcloud_ai
@ramsalimited
@seanku
@nodexl
@virginiakelly78

Top Replied-To in G2:
@pprbot
@docassar
@seanku
@masterofiot
@virginiakelly78
@nodexl
@iterex

Top Replied-To in G4:
@microsoft

Top Replied-To in G9:
@realdonaldtrump
@dailycaller
@adriandt31
@patti_sc60
@dirtystoneriver
@garway95
@billslater
@twitmo_inmate
@soapyrs
@adasomg

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@mikequindazzi
@wil_bielert
@harvardbiz
@upgrademycloud
@deloitteba
@deloitteontech
@wef
@ansonmccade
@buzztechy

Top Mentioned in G1:
@adriandomainame
@startups_observ
@w3livenews
@tibacademy
@joannalaznicka
@divboxx
@drdatascientist
@resources_smb
@pridesysglobal

Top Mentioned in G2:
@gp_pulipaka
@wil_bielert
@ansonmccade
@buzztechy
@datascientistfr
@analyticsfrance
@ronald_vanloon
@mikequindazzi
@datasciencefr
@pprbot

Top Mentioned in G3:
@gp_pulipaka
@antgrasso
@evankirstel
@safari
@raconteur
@ipfconline1
@inteliot
@gsmai
@fourdotone

Top Mentioned in G4:
@googlecloud
@apguha
@microsoft
@awscloud
@networkworld
@azure
@satyanadella
@tdalbright
@gcpcloud
@vaporio

Top Mentioned in G5:
@mikequindazzi
@wef
@nathealings
@ronald_vanloon
@antgrasso
@pushpeshjha
@fisher85m
@iiot_world
@altizonsys
@kanezadiane

Top Mentioned in G6:
@harvardbiz
@deloitteba
@deloitteontech
@gp_pulipaka
@s_alechine
@markmcardle
@imageframeuk
@azure
@daniel_compare
@patrickjehu

Top Mentioned in G7:
@iagonofficial
@linkedin
@gp_pulipaka
@kevin_jackson
@topcybernews
@ncloudswiss
@yibnm
@andi_staub
@spittwalker
@stanford

Top Mentioned in G8:
@upgrademycloud
@zdnet
@forbes
@domainbrandsuk
@techcrunch
@searchstoragett
@verge
@threatpost
@satpulse
@infoworld

Top Mentioned in G9:
@potus
@enki74
@realdonaldtrump
@seanhannity
@drudge
@leeann_bogan
@doingright1
@bobbrinson1
@rninmi
@jonz970

Top Mentioned in G10:
@ibm
@cloudcomputing
@rwlord
@kahootz
@ibmcloud
@jeshuaerickson
@opsani_
@sixsq
@mf2c_project
@tripwireinc

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@arkangelscrap
@sectest9
@javascriptd
@nosqldigest
@evankirstel
@gamergeeknews
@financialbuzz
@seekingalpha
@ottlegalrebels

Top Tweeters in G1:
@villamizaritpro
@w3livenews
@markmilleritpro
@gtpintado
@infopronetwork
@sramana
@maxgattoni
@1mby1m
@it_connection
@bizsupportnet

Top Tweeters in G2:
@americanair
@sectest9
@javascriptd
@nosqldigest
@gamergeeknews
@chidambara09
@aaroncuddeback
@ramikantari
@calcaware
@mashable

Top Tweeters in G3:
@arkangelscrap
@evankirstel
@linda_u_w_a
@marshacollier
@richsimmondsza
@ham_gretsky
@sequoia2001
@parvez1
@lrewoke
@colorstreamedia

Top Tweeters in G4:
@financialbuzz
@eraser
@business
@rwang0
@mistygirlph
@aldo_zaffalon
@oablanchard
@google
@martymcpadden
@thetechnologytm

Top Tweeters in G5:
@gvalan
@nathealings
@pardoe_ai
@_d_a_n_i_e_l__b
@wef
@markmichaeldmic
@jblefevre60
@albertspijkers
@jamesvgingerich
@fininvestuk

Top Tweeters in G6:
@markmcardle
@maximilienia
@manifattura40
@harvardbiz
@jayeshmthakur
@adobe
@brainroaring
@msarozz
@microsoftindia
@de

Top Tweeters in G7:
@wordrefiner
@akwyz
@andrewmorrisuk
@topcybernews
@johnnosta
@patrick_henz
@kevin_jackson
@scalarhumanity
@elcavalos
@pierrepinna

Top Tweeters in G8:
@compellingsites
@cnbc
@forbes
@techcrunch
@verge
@abridgwater
@dinabass
@robshiveley
@cioonline
@alvinfoo

Top Tweeters in G9:
@sigstarget
@dailycaller
@patti_sc60
@nancy_hamm1
@308saiga
@sekusa1
@adriandt31
@twitmo_inmate
@szymoniakbecca
@lablover6002

Top Tweeters in G10:
@anilkumarkatiy4
@theeconomist
@tripwireinc
@ibmcloud
@dennyboywhite
@analucia_b2b
@databreach9111
@thecyberpress
@fastfuture
@ibm