#cloudcomputing, Twitter, 12/15/2020 6:10:17 PM, 243449


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#cloudcomputing_2020-12-14_04-51-01.xlsx
#cloudcomputing_2020-12-14_04-51-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2020
Short Description:
#cloudcomputing via NodeXL https://bit.ly/2WhMxqT
@gp_pulipaka
@chidambara09
@trendsinai
@cybersec_feeds
@reach2ratan
@hubofml
@globaliqx
@eli_krumova
@nixcraft
@iam__network

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

Description:
Description
The graph represents a network of 1,522 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, 14 December 2020 at 13:04 UTC.

The requested start date was Monday, 14 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 2-hour, 17-minute period from Friday, 11 December 2020 at 22:43 UTC to Monday, 14 December 2020 at 01:00 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 : 1522
Unique Edges : 1181
Edges With Duplicates : 13983
Total Edges : 15164
Number of Edge Types : 5
Retweet : 6247
MentionsInRetweet : 7034
Tweet : 1396
Mentions : 471
Replies to : 16
Self-Loops : 1497
Reciprocated Vertex Pair Ratio : 0.00529256101146722
Reciprocated Edge Ratio : 0.0105293945598128
Connected Components : 277
Single-Vertex Connected Components : 199
Maximum Vertices in a Connected Component : 1091
Maximum Edges in a Connected Component : 14560
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.808783
Graph Density : 0.00147691409189438
Modularity : 0.177934
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,522 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, 14 December 2020 at 13:04 UTC.

The requested start date was Monday, 14 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 2-hour, 17-minute period from Friday, 11 December 2020 at 22:43 UTC to Monday, 14 December 2020 at 01:00 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 : #cloudcomputing
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:
[166] https://twinybots.ch/
[72] https://gleam.io/vfDIY/cudos-community-contest
[43] https://viralcoupon.blogspot.com/2020/12/machine-learning.html
[42] https://media4you.social/online-degrees/it-certification-training/item/48-amazon-web-services-online-certification.html
[40] https://rumble.com/vbthti-armed-robbery-gone-wrong-head-shot.html
[35] https://analyticsindiamag.com/rounding-up-machine-learning-developments-from-2020/
[34] https://giftcourse.me/code-osm35-eduonix-cloud-computing-e-degree-programs/
[31] https://www.linkedin.com/posts/activity-6743004103024152577-mnhc
[31] https://www.axios.com/deep-dive-on-the-gig-economy-0656ba03-0cdd-413c-b890-6ad05ff481f2.html
[30] https://cloud9hosting.com/

Top URLs in Tweet in G1:
[103] https://twinybots.ch/
[43] https://viralcoupon.blogspot.com/2020/12/machine-learning.html
[32] https://rumble.com/vbthti-armed-robbery-gone-wrong-head-shot.html
[31] https://analyticsindiamag.com/rounding-up-machine-learning-developments-from-2020/
[30] https://www.linkedin.com/posts/activity-6743004103024152577-mnhc
[30] https://giftcourse.me/code-osm35-eduonix-cloud-computing-e-degree-programs/
[25] https://www.axios.com/deep-dive-on-the-gig-economy-0656ba03-0cdd-413c-b890-6ad05ff481f2.html
[24] https://rumble.com/vbttza-president-donald-j-trump-with-marine-one-surprise-flyover-dc-march-for-trum.html
[23] https://sedo.com/search/details/?partnerid=324561&language=us&domain=api4b.com&origin=sales_lander_4&utm_medium=Parking&utm_campaign=offerpage
[23] https://www.bonanza.com/listings/926101913

Top URLs in Tweet in G2:
[3] https://analyticsindiamag.com/rounding-up-machine-learning-developments-from-2020/
[3] https://nordicapis.com/how-can-ai-help-improve-api-security/
[2] https://www.reddit.com/r/learnprogramming/comments/87j7fw/teach_yourself_computer_science_a_diy_curriculum/
[2] https://www.domesticatedbrain.com/tutorials/computer-science/29-introduction-to-cloud-computing
[1] http://finance.azcentral.com/azcentral/news/read/38676051/
[1] https://www.asme.org/topics-resources/content/infographic-the-future-of-artificial-intelligence-domination
[1] https://robotics.sciencemag.org/content/5/49/eabb2174
[1] https://bit.ly/3crPyuA
[1] https://arxiv.org/pdf/1902.04259.pdf
[1] https://www.sciencedirect.com/science/article/pii/S0927025620307151?dgcid=rss_sd_all

Top URLs in Tweet in G3:
[35] https://twinybots.ch/
[13] https://www.weforum.org/agenda/2020/12/cloud-and-saas-technology-can-drive-inclusive-banking?utm_source=twitter&utm_medium=social_scheduler&utm_term=Fourth+Industrial+Revolution&utm_content=13/12/2020+03:00
[11] https://www.forbes.com/sites/forbestechcouncil/2020/12/11/now-that-you-are-in-the-cloud-how-can-you-get-devsecops-right/?sh=4d7e0cdb3444
[10] https://www.thinksys.com/cloud/exploring-serverless-technologies/
[9] https://www.forbes.com/sites/bernardmarr/2020/11/02/the-5-biggest-cloud-computing-trends-in-2021/
[8] https://cloud9hosting.com/
[6] http://www.5stocksinto.com/5-chinese-stocks-into-data-centers/
[6] https://www.forbes.com/sites/louiscolumbus/2020/11/01/what-are-the-fastest-growing-cybersecurity-skills-in-2021/
[6] https://www.aldec.com/en/company/blog/185--enabling-tysom-zynq-based-embedded-development-board-for-aws-iot-greengrass
[6] https://www.forbes.com/sites/awsinfrastructuresolutions/2020/12/11/driving-digital-transformation-in-financial-services-with-aws/?sh=1affed766b82&utm_content=buffer07835&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[52] https://gleam.io/vfDIY/cudos-community-contest
[7] https://twinybots.ch/
[3] https://www.instagram.com/accounts/login/
[3] https://techhq.com/2020/12/3-cloud-computing-trends-to-watch-in-2021/?utm_content=buffera8c76&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://twitter.com/dastikop/status/1318769557524279296
[2] https://siliconangle.com/2020/11/28/cloud-2030-driving-transforming-transforming-every-business/
[2] https://www.raconteur.net/technology/internet-of-things/5g-iot-cloud/
[2] https://www.analyticsinsight.net/10-fascinating-healthcare-technology-trends-for-2021/
[2] https://www.linkedin.com/slink?code=dghSM5R
[2] https://softwaredevelopersindia.com/blogs/internet-of-things-predictive-capabilities/

Top URLs in Tweet in G5:
[17] https://www.vultr.com/
[10] https://twinybots.ch/
[9] https://www.tripwire.com/state-of-security/featured/aircraft-maker-embraer-admits-hackers-breached-its-systems-and-stole-data/?utm_source=dlvr.it&utm_medium=twitter
[8] https://thehackernews.com/2020/12/mount-locker-ransomware-offering-double.html?utm_source=dlvr.it&utm_medium=twitter
[8] https://grahamcluley.com/feed-sponsor-recorded-future-14/?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.zdnet.com/article/robotics-unicorn-uipath-discloses-data-breach/?utm_source=dlvr.it&utm_medium=twitter#ftag=RSSbaffb68
[7] https://www.darkreading.com/application-security/contact-tracing-apps-still-expose-users-to-security-privacy-issues/d/d-id/1339685?_mc=rss_x_drr_edt_aud_dr_x_x-rss-simple&utm_source=dlvr.it&utm_medium=twitter
[7] https://www.darkreading.com/threat-intelligence/fingerprint-jacking-attack-technique-manipulates-android-ui-/d/d-id/1339684?_mc=rss_x_drr_edt_aud_dr_x_x-rss-simple&utm_source=dlvr.it&utm_medium=twitter
[6] https://threatpost.com/molerats-apt-espionage-facebook-dropbox/162162/?utm_source=dlvr.it&utm_medium=twitter
[6] https://threatpost.com/hex-rays-reverse-engineering-tools-evaluating-the-true-cost/161767/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[4] https://www.wsj.com/articles/amazon-wants-to-train-29-million-people-to-work-in-the-cloud-11607621622
[3] https://www.hindustantimes.com/business-news/amazon-web-services-witnessing-strong-uptake-of-services-from-startups-in-india/story-BqIV1uNARTADmxUP1Bd0lK.html
[2] https://paper.li/ConsultantsClub/1314944163?edition_id=06877f90-3d0b-11eb-bfc7-0cc47a0d164b
[1] https://twitter.com/i/web/status/1338287653087744003
[1] https://www.linkedin.com/slink?code=ebfmWJY
[1] https://cevo.com.au/post/reinvent-2020-wrap-up-infrastructure-keynote-with-peter-desantis/
[1] https://blog.iammarketingmedia.com/alira-health-earns-amazon-web-services-select-consulting-partner-status/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[1] https://twitter.com/i/web/status/1337958266777853952
[1] https://www.alshorts.com/news/amazon-to-offer-free-cloud-computing-skills-training-for-29-million-people-5fd4a75912fcb427755267a1
[1] https://twitter.com/i/web/status/1337530823923425280

Top URLs in Tweet in G7:
[42] https://media4you.social/online-degrees/it-certification-training/item/48-amazon-web-services-online-certification.html
[2] https://www.forbes.com/sites/bernardmarr/2020/11/02/the-5-biggest-cloud-computing-trends-in-2021/
[1] https://twitter.com/i/web/status/1337545955063853062
[1] https://twitter.com/i/web/status/1337545237015642112
[1] https://twitter.com/i/web/status/1337729310866743298
[1] https://twitter.com/i/web/status/1337531977696747520
[1] https://twitter.com/i/web/status/1337560164552101889
[1] https://twitter.com/i/web/status/1337588349721260033
[1] https://twitter.com/i/web/status/1337644720462450688
[1] https://twitter.com/i/web/status/1337672906843828227

Top URLs in Tweet in G8:
[8] https://twinybots.ch/
[2] https://community.nasscom.in/communities/digital-transformation/the-rise-and-rise-of-cloud-native-computing.html
[1] https://www.tractica.com/newsroom/press-releases/artificial-intelligence-software-market-to-reach-89-8-billion-in-annual-worldwide-revenue-by-2025/?utm_content=bufferbd794&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://community.nasscom.in/communities/erd/industry-trends/top-10-technology-trends-in-2020-21-that-are-here-to-stay.html
[1] https://rumble.com/vblu34-bombardier-private-jets-challenger-350.html
[1] https://blog.iammarketingmedia.com/microsoft-brings-part-of-its-cloud-to-palmetto/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[1] https://blog.iammarketingmedia.com/a-basic-guide-to-understanding-cloud-computing/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[1] https://www.java67.com/2020/12/5-free-cloud-computing-courses-for-beginners.html#.X9GZwgL8XXg.twitter
[1] https://www.weforum.org/agenda/2020/12/cloud-and-saas-technology-can-drive-inclusive-banking?utm_source=twitter&utm_medium=social_scheduler&utm_term=Future+of+Computing&utm_content=10/12/2020+11:00
[1] https://rumble.com/vbttza-president-donald-j-trump-with-marine-one-surprise-flyover-dc-march-for-trum.html

Top URLs in Tweet in G9:
[3] https://www.techsutram.com/2020/12/api-protection-salt-security-30-million-funding.html
[2] https://www.nextplatform.com/2020/12/11/learning-to-make-the-machine-part-of-ai-invisible-and-easy/
[1] https://www.techsutram.com/2020/12/ai-now-insurance-platform-raised-1-25-million.html
[1] https://www.techsutram.com/2020/12/airtel-redhat-ibm-airtel-open-hybrid-cloud-network.html
[1] https://twitter.com/i/web/status/1338040325189853187
[1] https://www.asme.org/topics-resources/content/infographic-the-future-of-artificial-intelligence-domination
[1] https://twitter.com/i/web/status/1337668145004294144
[1] https://twitter.com/i/web/status/1337673600967598080
[1] https://twitter.com/i/web/status/1337673773756145665
[1] https://twitter.com/i/web/status/1337673945840037888

Top URLs in Tweet in G10:
[25] https://www.cudos.org/
[25] https://gather.network/
[20] https://gleam.io/vfDIY/cudos-community-contest
[1] https://bit.ly/3laPy6u

Top Domains
Top Domains in Tweet in Entire Graph:
[690] twitter.com
[184] udemycoupons.me
[166] twinybots.ch
[135] blogspot.com
[132] iammarketingmedia.com
[99] rumble.com
[98] darkreading.com
[97] couponed12.com
[86] linkedin.com
[85] threatpost.com

Top Domains in Tweet in G1:
[262] twitter.com
[177] udemycoupons.me
[114] blogspot.com
[103] twinybots.ch
[91] couponed12.com
[88] iammarketingmedia.com
[83] rumble.com
[65] linkedin.com
[57] bonanza.com
[48] sedo.com

Top Domains in Tweet in G2:
[49] twitter.com
[10] towardsdatascience.com
[8] medium.com
[7] analyticsindiamag.com
[3] arxiv.org
[3] kdnuggets.com
[3] nordicapis.com
[2] sciencemag.org
[2] reddit.com
[2] github.com

Top Domains in Tweet in G3:
[69] twitter.com
[37] forbes.com
[35] twinybots.ch
[29] iammarketingmedia.com
[15] darkreading.com
[14] weforum.org
[11] 5stocksinto.com
[10] infosecurity-magazine.com
[10] thinksys.com
[9] rumble.com

Top Domains in Tweet in G4:
[116] twitter.com
[52] gleam.io
[8] linkedin.com
[7] twinybots.ch
[5] amazon.com
[5] fooo.ooo
[5] blogspot.com
[4] forbes.com
[4] medium.com
[4] techhq.com

Top Domains in Tweet in G5:
[81] darkreading.com
[77] threatpost.com
[59] zdnet.com
[51] infosecurity-magazine.com
[44] thehackernews.com
[41] securityaffairs.co
[38] twitter.com
[29] amazon.com
[28] csoonline.com
[20] welivesecurity.com

Top Domains in Tweet in G6:
[7] twitter.com
[5] wsj.com
[3] hindustantimes.com
[2] iammarketingmedia.com
[2] techrepublic.com
[2] paper.li
[1] linkedin.com
[1] com.au
[1] alshorts.com
[1] zdnet.com

Top Domains in Tweet in G7:
[42] media4you.social
[18] twitter.com
[2] forbes.com
[1] google.com
[1] darkreading.com
[1] techrepublic.com

Top Domains in Tweet in G8:
[8] twinybots.ch
[3] nasscom.in
[2] rumble.com
[2] iammarketingmedia.com
[1] tractica.com
[1] java67.com
[1] weforum.org
[1] thinksys.com
[1] cloud9hosting.com
[1] giftcourse.me

Top Domains in Tweet in G9:
[38] twitter.com
[9] reuters.com
[5] techsutram.com
[2] hbr.org
[2] nextplatform.com
[1] asme.org
[1] oddup.com
[1] forbes.com
[1] hackernoon.com
[1] theantimedia.com

Top Domains in Tweet in G10:
[25] cudos.org
[25] gather.network
[20] gleam.io
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4041] bigdata
[3858] analytics
[3830] datascience
[3431] ai
[3026] iot
[2817] python
[2635] iiot
[2621] machinelearning
[2258] cloudcomputing
[1827] rstats



Top Hashtags in Tweet in G1:
[3044] bigdata
[2934] analytics
[2855] datascience
[2572] ai
[2173] iot
[2081] python
[1992] machinelearning
[1918] iiot
[1364] rstats
[1070] cloudcomputing

Top Hashtags in Tweet in G2:
[724] bigdata
[714] datascience
[693] analytics
[608] iot
[567] iiot
[567] python
[548] ai
[436] machinelearning
[361] rstats
[215] pytorch

Top Hashtags in Tweet in G3:
[325] cloudcomputing
[193] ai
[161] bigdata
[148] datascience
[139] analytics
[138] iot
[112] cybersecurity
[106] machinelearning
[102] python
[91] iiot

Top Hashtags in Tweet in G4:
[170] cloudcomputing
[58] cudos
[24] cloud
[18] aws
[9] iot
[6] bigdata
[6] digitalindia
[5] awscloud
[5] tech
[5] datascience

Top Hashtags in Tweet in G5:
[504] cybersecurity
[447] digital
[429] infosec
[358] hackers
[230] cloudcomputing
[184] cloud
[163] malware
[153] cloudsecurity
[146] dataprotection
[146] privacy

Top Hashtags in Tweet in G6:
[26] cloudcomputing
[20] reinvent
[14] cloud
[13] aws
[9] amazon
[6] publiccloud
[5] marketing
[4] microsoft
[4] salesforce
[4] technews

Top Hashtags in Tweet in G7:
[64] cloudcomputing
[48] aws
[42] it
[42] certified
[42] amazon
[30] cloud
[13] certification
[9] ai
[4] datascience
[4] awseducate

Top Hashtags in Tweet in G8:
[19] cloudcomputing
[4] data
[4] hpepartner
[4] cloud
[3] aws
[3] bigawards
[2] cloudnative
[1] ai
[1] machinelearning
[1] deeplearning

Top Hashtags in Tweet in G9:
[39] datascience
[31] ai
[31] cloudcomputing
[31] bigdata
[26] analytics
[24] machinelearning
[22] artificialintelligence
[22] python
[18] iot
[16] iiot

Top Hashtags in Tweet in G10:
[21] cloudcomputing
[20] cudos
[1] blockchain
[1] crypto

Top Words
Top Words in Tweet in Entire Graph:
[4041] #bigdata
[3858] #analytics
[3830] #datascience
[3431] #ai
[3026] #iot
[2817] #python
[2635] #iiot
[2621] #machinelearning
[2251] #cloudcomputing
[1974] gp_pulipaka

Top Words in Tweet in G1:
[3044] #bigdata
[2934] #analytics
[2855] #datascience
[2572] #ai
[2173] #iot
[2081] #python
[1992] #machinelearning
[1918] #iiot
[1364] #rstats
[1311] gp_pulipaka

Top Words in Tweet in G2:
[724] #bigdata
[714] #datascience
[693] #analytics
[608] #iot
[568] gp_pulipaka
[567] #iiot
[567] #python
[548] #ai
[436] #machinelearning
[361] #rstats

Top Words in Tweet in G3:
[325] #cloudcomputing
[193] #ai
[161] #bigdata
[148] #datascience
[139] #analytics
[138] #iot
[112] #cybersecurity
[106] #machinelearning
[102] #python
[91] cloud

Top Words in Tweet in G4:
[170] #cloudcomputing
[83] cloud
[58] #cudos
[28] computing
[24] #cloud
[22] aws
[18] #aws
[15] more
[15] 2021
[11] technology

Top Words in Tweet in G5:
[540] reach2ratan
[504] #cybersecurity
[447] #digital
[429] #infosec
[358] #hackers
[230] #cloudcomputing
[186] #cloud
[163] #malware
[153] #cloudsecurity
[146] #dataprotection

Top Words in Tweet in G6:
[26] #cloudcomputing
[25] awscloud
[20] #reinvent
[20] more
[18] edge
[16] cutting
[15] join
[15] ghost
[15] robotics
[15] telecoms

Top Words in Tweet in G7:
[64] #cloudcomputing
[48] #aws
[42] #it
[42] #certified
[42] one
[42] lesson
[42] four
[42] certificates
[42] enrol
[42] #amazon

Top Words in Tweet in G8:
[19] #cloudcomputing
[12] gt
[8] cloud
[7] ronald_vanloon
[5] computing
[4] artificial
[4] intelligence
[4] software
[4] market
[4] reach

Top Words in Tweet in G9:
[39] #datascience
[31] #ai
[31] #bigdata
[26] #analytics
[24] #cloudcomputing
[24] #machinelearning
[22] #artificialintelligence
[22] #python
[20] artificial
[19] intelligence

Top Words in Tweet in G10:
[50] partnership
[25] announcement
[25] freshly
[25] inked
[25] between
[25] look
[24] cudos_
[21] #cloudcomputing
[20] #cudos

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3331] #bigdata,#analytics
[3112] #analytics,#datascience
[2496] #datascience,#ai
[2435] #iot,#iiot
[1860] #ai,#machinelearning
[1540] #machinelearning,#iot
[1479] #python,#rstats
[1117] #iiot,#python
[745] #iiot,#pytorch
[741] #pytorch,#python

Top Word Pairs in Tweet in G1:
[2468] #bigdata,#analytics
[2293] #analytics,#datascience
[1854] #datascience,#ai
[1737] #iot,#iiot
[1366] #ai,#machinelearning
[1114] #machinelearning,#iot
[1082] #python,#rstats
[790] #iiot,#python
[509] #iiot,#pytorch
[506] #pytorch,#python

Top Word Pairs in Tweet in G2:
[672] #bigdata,#analytics
[640] #analytics,#datascience
[557] #iot,#iiot
[495] #datascience,#ai
[388] #ai,#machinelearning
[344] #machinelearning,#iot
[317] #python,#rstats
[268] #iiot,#python
[195] #pytorch,#python
[194] #iiot,#pytorch

Top Word Pairs in Tweet in G3:
[117] #bigdata,#analytics
[114] #analytics,#datascience
[96] #datascience,#ai
[83] #iot,#iiot
[69] #ai,#machinelearning
[55] #machinelearning,#iot
[53] #python,#rstats
[52] #cybersecurity,#digital
[41] #iiot,#python
[41] #digital,#hackers

Top Word Pairs in Tweet in G4:
[58] #cudos,#cloudcomputing
[23] cloud,computing
[11] #cloud,#cloudcomputing
[6] free,cloud
[6] #digitalindia,#cloudcomputing
[5] cloud,native
[5] #cloudcomputing,#cudos
[4] read,more
[4] google,cloud
[4] ideal,back

Top Word Pairs in Tweet in G5:
[447] #cybersecurity,#digital
[358] #digital,#hackers
[278] #hackers,#infosec
[196] #infosec,reach2ratan
[163] reach2ratan,#malware
[151] #malware,#cloud
[150] #cloud,#cloudsecurity
[146] #cloudsecurity,#dataprotection
[146] #dataprotection,#privacy
[146] #privacy,#infosec

Top Word Pairs in Tweet in G6:
[16] cutting,edge
[15] join,ghost
[15] ghost,robotics
[15] robotics,awscloud
[15] awscloud,telecoms
[15] telecoms,team
[15] team,#reinvent
[15] #reinvent,learn
[15] learn,more
[15] more,tlc

Top Word Pairs in Tweet in G7:
[42] #it,#certified
[42] #certified,one
[42] one,lesson
[42] lesson,four
[42] four,#aws
[42] #aws,certificates
[42] certificates,enrol
[42] enrol,#cloudcomputing
[42] #cloudcomputing,#amazon
[29] #amazon,#cloud

Top Word Pairs in Tweet in G8:
[6] gt,gt
[4] artificial,intelligence
[4] intelligence,software
[4] software,market
[4] market,reach
[4] reach,89
[4] 89,billion
[4] billion,annual
[4] annual,worldwide
[4] worldwide,revenue

Top Word Pairs in Tweet in G9:
[22] #bigdata,#analytics
[19] artificial,intelligence
[18] #analytics,#datascience
[16] #iot,#iiot
[16] #datascience,#artificialintelligence
[14] #datascience,#ai
[14] word,day
[14] day,artificial
[14] intelligence,check
[14] check,apparel

Top Word Pairs in Tweet in G10:
[25] partnership,announcement
[25] announcement,partnership
[25] partnership,freshly
[25] freshly,inked
[25] inked,between
[25] between,look
[24] cudos_,partnership
[20] #cudos,#cloudcomputing

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@reach2ratan
@patri_vaquero_
@hoganhostng
@analytics_699
@pinakilaskar
@techopcode
@javascriptflx
@udemy_coupons1
@yywwy3

Top Mentioned in G1:
@gp_pulipaka
@patri_vaquero_
@hoganhostng
@analytics_699
@techopcode
@udemy_coupons1
@pinakilaskar
@javascriptflx
@yywwy3
@udemy

Top Mentioned in G2:
@gp_pulipaka
@pradyot_paudel
@kdnuggets
@patri_vaquero_
@analyticsindiam
@unccharlotte
@wil_bielert
@javascriptflx
@usatoday
@hoganhostng

Top Mentioned in G3:
@reach2ratan
@gp_pulipaka
@mikequindazzi
@thinksysinc
@antgrasso
@ingliguori
@hoganhostng
@pinakilaskar
@wef
@amitchampaneri1

Top Mentioned in G4:
@kinsta_fr
@workspot
@diosdad88468037
@teqstories
@ruben_arce_s
@ringcentraluk
@dannyvena
@corbatto_com
@armin56089972

Top Mentioned in G5:
@reach2ratan
@reac
@r
@gp_pulipaka
@freedomfirecom
@lf_training
@re
@extremenetworks
@yvesmulkers

Top Mentioned in G6:
@awscloud
@ghost_robotics
@sallyeaves
@jakeli12704641
@shinils
@iam__network
@benjaminwthomas
@mercyships
@stephtweetchat
@alshortsapp

Top Mentioned in G7:
@bylilyv
@amazon
@atulbutte
@stanford
@descarteslabs
@ettelecom
@techopcode
@forbes
@mustuner2
@avaliance

Top Mentioned in G8:
@tractica
@ronald_vanloon
@sunubunu
@hpe
@1davidclarke
@mike
@informatica
@evankirstel
@sbucloud
@calsoft_data

Top Mentioned in G9:
@aiapparelstore
@gp_pulipaka
@reuters
@mustuner2
@cloudfordummies
@banyancapmgmt
@javascriptflx
@techsutram
@oddupratings
@thenextplatform

Top Mentioned in G10:
@cudos_

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jurylady5
@loupo85
@chidambara09
@cybersec_feeds
@aaroncuddeback
@evankirstel
@iam__network
@femtech_
@deejayiwan

Top Tweeters in G1:
@iam__network
@femtech_
@deejayiwan
@xaelbot
@eraser
@codegnuts
@calcaware
@llnuxbot
@andrewmorrisuk
@bexxmodd

Top Tweeters in G2:
@aaroncuddeback
@sudeepkhatri
@santchiweb
@tess_blue815
@koudaiin
@gopalgopalgita1
@johnapp63499667
@heatherpeno
@usatoday
@o_g_log

Top Tweeters in G3:
@sectest9
@chidambara09
@cybersec_feeds
@fintechna
@cybersecurityn8
@ssxman2
@nicochan33
@vivmilano
@nomoreslaves
@shicooks

Top Tweeters in G4:
@techjunkiejh
@dastikop
@money_personal
@christinayiotis
@jais_george
@_gabge
@foooooomedia
@lucian2drei
@softwaredevin
@cloud_cio_

Top Tweeters in G5:
@jurylady5
@lkafle
@yvesmulkers
@ks7000
@amisij
@rtehrani
@timberati
@jayeshmthakur
@gdprai
@mimproxyble

Top Tweeters in G6:
@trippbraden
@solomankarl
@openmarketingtv
@mrtallerjerry
@arcange52536129
@applertweet
@google
@straysauce
@appitekbot
@terirobins2

Top Tweeters in G7:
@loupo85
@ottlegalrebels
@mig30m6
@ayirpelle
@rldi_lamy
@bylilyv
@pierrecappelli
@enricofrasca3
@ettelecom
@deepindex

Top Tweeters in G8:
@evankirstel
@slsandpet
@drferdowsi
@jaguilam2003
@ronald_vanloon
@mthiele10
@jobinindia
@edbarber101658
@1davidclarke
@mdmgeek

Top Tweeters in G9:
@reuters
@entwistletx
@artificialbra1n
@technojeder
@abidmarzouq
@antimedia
@blackpeopledata
@abhibisht89
@amermilnews
@medium

Top Tweeters in G10:
@cryptonetwork1
@preciou53492772
@hamada5719812
@jason69025
@anjing_tanah66
@creegz
@michaehler
@sdahkas
@tungdao143
@geethsighe