#devops, Twitter, 2/20/2019 12:20:45 AM, 187335
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#devops_2019-02-19_11-03-10.xlsx
#devops_2019-02-19_11-03-10.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
February 20, 2019
Short Description:
#devops via NodeXL http://bit.ly/2DWKsqU
@jimmy_gott
@santchiweb
@nixcraft
@pewa2303
@trimstray
@binitamshah
@fisher85m
@azuredevops
@releaseteam
@devopsreact

Top hashtags:
#devops
#kubernetes
#serverless
#docker
#cloud
#ai
#cloudnative
#iot
#agile
#aws

Description:
Description
The graph represents a network of 8,059 Twitter users whose recent tweets contained "#devops", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 19 February 2019 at 22:01 UTC.

The tweets in the network were tweeted over the 6-day, 17-hour, 19-minute period from Wednesday, 13 February 2019 at 01:45 UTC to Tuesday, 19 February 2019 at 19:05 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 : 8059
Unique Edges : 14252
Edges With Duplicates : 15993
Total Edges : 30245
Self-Loops : 4811
Reciprocated Vertex Pair Ratio : 0.0284808078192763
Reciprocated Edge Ratio : 0.0553842280823211
Connected Components : 708
Single-Vertex Connected Components : 514
Maximum Vertices in a Connected Component : 7020
Maximum Edges in a Connected Component : 29103
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.352713
Graph Density : 0.000244674182655953
Modularity : 0.400802
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[100] https://www.codeinwp.com/blog/february-2019-comics-on-developers-debugging-web-design/
[93] http://cloudcomputing.sys-con.com/node/4375942
[40] https://www.jadirectives.com/best-development-courses-online/
[36] https://www.jadirectives.com/best-nodejs-tutorial-course-training/
[35] https://www.brighttalk.com/webcast/6793/349981?utm_source=twitter_social&utm_medium=social&utm_campaign=CY19_DC_Kubernetes_WBN_%20CICD
[29] https://erinassociates.com/jobs.php
[29] http://dlvr.it/Qz1P0l
[29] https://www.jadirectives.com/best-python-tutorial-online/
[28] https://soundcloud.com/devopschat/mainframe-devops-update-w-chris-omalley?utm_content=85187571&utm_medium=social&utm_source=twitter&hss_channel=tw-14296525
[28] https://www.jadirectives.com/best-unity-courses-tutorials-training/

Top URLs in Tweet in G1:
[18] http://po.st/rdVC3c
[15] https://devblogs.microsoft.com/devops/top-stories-from-the-microsoft-devops-community-2019-02-08/
[13] https://enterprisersproject.com/article/2015/8/ultimate-reason-going-digital
[13] https://scalegrid.io/blog/how-devops-should-use-dbaas-database-as-a-service-to-optimize-their-application-development%E2%80%8B/?ref=quuu
[13] https://devblogs.microsoft.com/devops/announcing-launch-of-azure-pipelines-app-for-slack/
[13] https://devblogs.microsoft.com/devops/microsoft-devops-blog-has-moved/
[11] http://po.st/B6gc3T
[11] https://techbeacon.com/devops/best-devops-conferences-2019#.XGRPXiVgbAY.twitter
[10] https://opensource.com/article/19/2/contributing-gitlab
[10] https://enterprisersproject.com/article/2016/1/3-techniques-digital-transformation-minefield-sites

Top URLs in Tweet in G2:
[90] http://cloudcomputing.sys-con.com/node/4375942
[26] http://dlvr.it/Qz1P0l
[23] https://www.eventbrite.com/e/cloudexpo-silicon-valley-tickets-54518974721#tickets
[19] http://cloudcomputing.sys-con.com/node/4366392
[18] http://cloudcomputing.sys-con.com/node/3409094
[16] http://cloudcomputing.sys-con.com/node/4376222?utm_source=dlvr.it&utm_medium=twitter
[16] http://cloudcomputing.sys-con.com/node/3950211
[15] https://alltheinternetofthings.com/
[14] https://mailchi.mp/dxworldexpo.com/friday-update-for-cloudexpo-new-york-faculty-364641?e=[UNIQID]
[14] http://devops.sys-con.com/node/4213410

Top URLs in Tweet in G3:
[32] https://www.jadirectives.com/best-development-courses-online/
[30] https://www.jadirectives.com/best-nodejs-tutorial-course-training/
[25] https://www.jadirectives.com/best-unity-courses-tutorials-training/
[24] https://www.jadirectives.com/best-javascript-tutorials-courses-training/
[21] https://www.jadirectives.com/best-python-tutorial-online/
[18] https://erinassociates.com/jobs.php
[17] https://www.jadirectives.com/best-react-js-tutorial-course-training-certification/
[14] http://www.industriousgeek.com
[13] https://www.jadirectives.com/best-bootstrap-4-tutorial-course-training-certification/
[11] https://www.datasciencecentral.com/profiles/blogs/top-down-learning-path-machine-learning-for-software-engineers

Top URLs in Tweet in G4:
[6] https://twitter.com/opensourceway
[3] https://www.cmarix.com/guide-to-pursue-devops-agile-development-cycle/
[3] https://techcommunity.microsoft.com/t5/ITOps-Talk-Blog/PowerShell-Basics-How-to-Check-Active-Directory-Replication/ba-p/326364?ocid=AID740620_TWITTER_oo_spl100000459859855
[3] http://ow.ly/nmmw30nFBNq
[2] https://lobste.rs/s/ykbtld/what_s_your_monorepo_setup
[2] https://undeveloped.com/buy-domain/aidev.co?redirected=true&tld=co
[2] https://www.informationweek.com/devops/myth-or-matter-is-there-a-devops-talent-shortage/a/d-id/1333873
[2] https://devblogs.microsoft.com/devops/new-basic-process-available-in-azure-devops/
[2] https://www.thoughtworks.com/insights/blog/path-devops
[2] https://jobs.impactbusinessgroup.com/jb/Senior-DevOps-Engineer-Jobs-in-Florida,-Tampa-St.-Petersburg-Cl/4416178

Top URLs in Tweet in G5:
[10] https://devops-gathering.io/tickets/
[6] https://devblogs.microsoft.com/devops/microsoft-devops-blog-has-moved/
[6] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/8UXJ1j
[6] https://docs.microsoft.com/en-us/azure/devops/pipelines/integrations/slack?view=azure-devops
[5] https://blogs.msdn.microsoft.com/mvpawardprogram/2019/02/15/friday-five-february-15/
[5] https://ciowatercooler.co.uk/the-devops-playbook/?sp_url=6j1u
[5] https://devblogs.microsoft.com/devops/announcing-launch-of-azure-pipelines-app-for-slack/
[4] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/IKKjSb
[4] https://azure.microsoft.com/en-us/blog/update-19-02-for-azure-sphere-public-preview-now-available/
[4] https://www.linkedin.com/groups/12139259/

Top URLs in Tweet in G6:
[16] https://youtu.be/nUSeGHwN5pc
[4] https://lnkd.in/fKiEbiu
[4] https://www.devopsdays.org/events/2019-baltimore/welcome/
[3] https://www.meetup.com/triangle-devops/events/257189603/
[3] https://devops.com/devops-disillusionment-4-behaviors-to-get-your-team-to-the-other-side/
[3] https://www.meetup.com/TBDevOps/events/256104735/
[3] https://twi.li/1rQTGi
[3] https://www.eficode.com/blog/valentines-devops
[3] https://www.youtube.com/watch?v=Dqeo8FVLOaY&feature=youtu.be

[3] https://www.townscript.com/e/technical-agility-at-guavus-20190405/booking

Top URLs in Tweet in G7:
[3] https://www.darkreading.com/vulnerabilities---threats/serverless-computing-function-vs-infrastructure-as-a-service/a/d-id/1333765?_mc=sm_iwfs_editor_kellysheridan
[3] https://ziften.com/cloud-visibility-and-security/?utm_campaign=2019Q1-cloud&utm_medium=social&utm_source=twitter-organic
[2] https://github.com/trimstray/reload.sh
[2] https://www.hackthebox.eu
[2] https://www.hacking-lab.com/index.html
[2] https://pwnable.kr/
[2] https://weakpass.com/
[2] https://hashes.org/
[2] https://github.com/danielmiessler/SecLists
[2] https://github.com/trimstray/the-book-of-secret-knowledge

Top URLs in Tweet in G8:
[22] https://www.brighttalk.com/webcast/6793/349981?utm_source=twitter_social&utm_medium=social&utm_campaign=CY19_DC_Kubernetes_WBN_%20CICD
[11] https://neo4j.com/blog/fabric-of-devops-using-neo4j-to-manage-site-infrastructure
[4] https://devops.com/python-benefiting-from-increase-in-devops-use/
[4] https://www.influxdata.com/blog/monitoring-application-performance-on-the-frontend/?utm_campaign=-&utm_medium=social&utm_source=twitter
[4] https://www.influxdata.com/blog/release-announcement-influxdb-2-0-0-alpha-3/?utm_source=twitter&utm_medium=social&utm_content=&utm_term=
[4] https://atx.serverlessdays.io
[4] https://www.infoworld.com/article/3341320/ci-cd/cicd-as-a-service-10-tools-for-continuous-integration-and-delivery-in-the-cloud.html#tk.twt_ifw
[3] https://influxdays.com/speakers/sonia-gupta/?utm_source=twitter&utm_medium=social&utm_campaign=influxdays
[2] https://devops.com/
[2] https://www.networkcomputing.com/networking/new-breed-it-pro-hybrid-engineer/1518545132

Top URLs in Tweet in G9:
[7] https://www.meinekleinefarm.net/download-and-install-latest-tablacus-explorer/
[7] https://www.meinekleinefarm.net/download-and-install-latest-office-365-deployment-tool-odt/
[4] https://code.visualstudio.com/shortcuts/keyboard-shortcuts-windows.pdf
[3] https://www.quora.com/What-is-the-difference-between-SOA-and-microservices
[3] https://www.youtube.com/watch?v=vL23xFvguR4

[2] https://medium.com/@fernand.galiana/if-you-k8s-please-try-k9s-82ea30eb9aa3
[2] https://www.expertslive.at/blog/datacenter-management-nachlese-kw7-2019
[2] https://sid-500.com/powershell-for-beginners-series/
[1] https://gist.github.com/pcgeek86/336e08d1a09e3dd1a8f0a30a9fe61c8a
[1] https://sid-500.com/downloads/

Top URLs in Tweet in G10:
[26] https://soundcloud.com/devopschat/mainframe-devops-update-w-chris-omalley?utm_content=85187571&utm_medium=social&utm_source=twitter&hss_channel=tw-14296525
[21] https://devops.com/4th-annual-devops-dozen-winners-announced/?utm_content=84682897&utm_medium=social&utm_source=twitter&hss_channel=tw-14296525
[20] https://soundcloud.com/devopschat/mainframe-devops-update-w-chris-omalley?utm_content=85122157&utm_medium=social&utm_source=twitter&hss_channel=tw-14296525
[5] https://hackernoon.com/8-devops-trends-to-be-aware-of-in-2019-b4232ac8f351?ref=quuu&utm_source=quuu
[5] https://www.nearshore.com/devops-and-teamwork?utm_campaign=nearshore-blog&utm_source=twitter&utm_medium=social
[4] https://devops.com/ibm-extends-cloud-reach-to-include-integration
[3] https://soundcloud.com/devopschat/mainframe-devops-update-w-chris-omalley?utm_content=85179752&utm_medium=social&utm_source=twitter&hss_channel=tw-14296525
[3] https://devops.com/python-benefiting-from-increase-in-devops-use
[3] https://devops.com/break-even-analysis-understanding-the-impact-of-automation
[3] https://devops.com/actifio-looks-to-meld-dataops-with-devops

Top Domains
Top Domains in Tweet in Entire Graph:
[656] sys-con.com
[397] twitter.com
[390] lnkd.in
[325] microsoft.com
[295] devops.com
[278] jadirectives.com
[248] youtube.com
[190] medium.com
[133] dzone.com
[131] meetup.com

Top Domains in Tweet in G1:
[186] lnkd.in
[144] microsoft.com
[135] twitter.com
[120] intellicorp.com
[108] devops.com
[86] youtube.com
[72] opensource.com
[63] medium.com
[57] techbeacon.com
[54] enterprisersproject.com

Top Domains in Tweet in G2:
[588] sys-con.com
[96] dlvr.it
[72] devops.com
[70] twitter.com
[60] microsoft.com
[60] lnkd.in
[51] dzone.com
[48] opsmatters.com
[42] dy.si
[41] medium.com

Top Domains in Tweet in G3:
[241] jadirectives.com
[43] twitter.com
[38] medium.com
[37] computerweekly.com
[36] blogspot.com
[33] t.co
[31] dzone.com
[27] digitallearningland.com
[26] starcio.com
[22] infoworld.com

Top Domains in Tweet in G4:
[69] lnkd.in
[33] twitter.com
[28] okt.to
[13] meetup.com
[11] microsoft.com
[11] co.uk
[10] devops.com
[9] dy.si
[7] instagram.com
[6] youtube.com

Top Domains in Tweet in G5:
[69] microsoft.com
[20] po.st
[13] youtube.com
[12] twitter.com
[11] red-gate.com
[11] devops-gathering.io
[10] janbasktraining.com
[9] medium.com
[9] linkedin.com
[8] gotowebinar.com

Top Domains in Tweet in G6:
[16] youtu.be
[14] meetup.com
[11] youtube.com
[10] twitter.com
[9] algoworks.com
[7] techerati.com
[6] slideshare.net
[6] instagram.com
[5] dy.si
[5] devops.com

Top Domains in Tweet in G7:
[9] github.com
[5] darkreading.com
[3] ziften.com
[2] hackthebox.eu
[2] hacking-lab.com
[2] pwnable.kr
[2] weakpass.com
[2] hashes.org
[2] serverlessops.io
[2] brighttalk.com

Top Domains in Tweet in G8:
[22] brighttalk.com
[16] starcio.com
[12] neo4j.com
[11] devops.com
[11] influxdata.com
[6] networkcomputing.com
[6] influxdays.com
[6] infoworld.com
[5] cio.com
[5] serverlessdays.io

Top Domains in Tweet in G9:
[14] meinekleinefarm.net
[4] visualstudio.com
[4] sid-500.com
[3] quora.com
[3] youtube.com
[2] medium.com
[2] expertslive.at
[1] github.com
[1] live.com
[1] zdnet.com

Top Domains in Tweet in G10:
[74] devops.com
[49] soundcloud.com
[39] compuware.com
[7] hackernoon.com
[5] twitter.com
[5] nearshore.com
[5] securityboulevard.com
[5] actifio.com
[4] gotowebinar.com
[4] techrepublic.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14348] devops
[1756] kubernetes
[1667] serverless
[1619] docker
[1442] cloud
[1329] ai
[1294] cloudnative
[1105] iot
[1020] agile
[952] aws



Top Hashtags in Tweet in G1:
[4962] devops
[428] agile
[397] cloud
[333] kubernetes
[286] ai
[283] serverless
[250] docker
[200] cloudnative
[199] aws
[186] iot

Top Hashtags in Tweet in G2:
[3413] devops
[1321] serverless
[1164] kubernetes
[1092] docker
[994] cloudnative
[550] cloud
[480] aws
[344] containers
[331] ai
[325] iot

Top Hashtags in Tweet in G3:
[1461] devops
[536] ai
[521] iot
[358] bigdata
[328] javascript
[311] datascience
[295] java
[259] programming
[255] coding
[240] tech

Top Hashtags in Tweet in G4:
[618] devops
[53] agile
[38] aws
[35] cloud
[29] kubernetes
[29] docker
[25] ai
[25] azure
[18] software
[18] jobs

Top Hashtags in Tweet in G5:
[533] devops
[91] azure
[59] cloud
[43] azuredevops
[37] microsoft
[28] kubernetes
[28] docker
[23] k8s
[19] mumtechup
[19] container

Top Hashtags in Tweet in G6:
[311] devops
[56] agile
[48] technology
[43] programming
[42] java
[40] digitaltransformation
[38] cloudcomputing
[33] analytics
[33] datascience
[31] database

Top Hashtags in Tweet in G7:
[316] nginx
[316] cheatsheet
[158] hardening
[158] checklist
[41] devops
[15] cybersecurity
[12] cloudsecurity
[11] infosec
[11] security
[11] publiccloud

Top Hashtags in Tweet in G8:
[255] devops
[85] sysadmin
[58] linux
[26] python
[21] microservices
[21] opensource
[19] kubernetes
[18] influxdb
[17] ansible
[17] neo4j

Top Hashtags in Tweet in G9:
[76] devops
[54] powershell
[47] microsoft
[32] sysadmin
[24] javascript
[18] dotnet
[7] azure
[5] automation
[5] itpro
[5] dsc

Top Hashtags in Tweet in G10:
[452] devops
[100] ibmz
[68] mainframe
[40] think2019
[22] agile
[14] cloud
[12] security
[11] ibmthink
[11] digitaltransformation
[10] automation

Top Words
Top Words in Tweet in Entire Graph:
[12726] Words in Sentiment List#1: Positive
[5264] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[375145] Non-categorized Words
[393136] Total Words
[16951] devops
[2500] kubernetes
[2271] cloud
[2102] serverless
[1989] docker

Top Words in Tweet in G1:
[5967] devops
[678] cloud
[540] agile
[496] kubernetes
[471] new
[398] more
[381] security
[376] 2019
[355] learn
[349] serverless

Top Words in Tweet in G2:
[3923] devops
[1659] serverless
[1653] kubernetes
[1235] docker
[1001] cloudnative
[927] kubesummit
[831] cloud
[735] cloudexpo
[582] aws
[425] containers

Top Words in Tweet in G3:
[1580] devops
[550] ai
[537] iot
[372] javascript
[361] bigdata
[346] fisher85m
[342] java
[321] best
[316] datascience
[312] python

Top Words in Tweet in G4:
[774] devops
[68] agile
[65] cloud
[51] aws
[49] software
[49] engineer
[40] more
[39] azure
[37] kubernetes
[36] new

Top Words in Tweet in G5:
[631] devops
[188] azure
[150] azuredevops
[134] microsoft
[86] blog
[85] new
[72] make
[71] cloud
[66] moved
[63] platform

Top Words in Tweet in G6:
[373] devops
[61] agile
[51] technology
[44] programming
[42] java
[41] digitaltransformation
[39] analytics
[38] cloudcomputing
[36] objectscript
[35] new

Top Words in Tweet in G7:
[316] nginx
[316] cheatsheet
[316] hardening
[316] checklist
[168] trimstray
[162] binitamshah
[158] printable
[158] high
[158] res
[158] v1

Top Words in Tweet in G8:
[342] devops
[85] sysadmin
[65] linux
[57] devopsreact
[50] out
[44] practices
[38] ci
[38] ubuntu
[34] 'getting
[32] webinar

Top Words in Tweet in G9:
[182] active
[182] directory
[115] one
[96] automation
[91] biggest
[91] project
[91] 2018
[91] domain
[91] services
[91] section

Top Words in Tweet in G10:
[556] devops
[365] compuware
[250] mainframe
[104] ceo
[104] chris_t_omalley
[100] ibmz
[89] devopsdotcom
[75] more
[73] podcast
[64] customers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1088] docker,kubernetes
[669] cloudnative,serverless
[588] serverless,devops
[541] devops,docker
[456] silicon,valley
[402] azure,devops
[394] agile,devops
[378] devops,serverless
[362] check,out
[361] containers,devops

Top Word Pairs in Tweet in G1:
[173] agile,devops
[140] docker,kubernetes
[132] check,out
[125] devops,engineer
[121] azure,devops
[108] learn,more
[107] devops,agile
[106] cloudnative,serverless
[99] serverless,devops
[90] ci,cd

Top Word Pairs in Tweet in G2:
[911] docker,kubernetes
[558] cloudnative,serverless
[471] serverless,devops
[423] devops,docker
[359] silicon,valley
[321] devops,serverless
[240] serverless,docker
[220] cloudnative,devops
[215] containers,devops
[202] cloudexpo,silicon

Top Word Pairs in Tweet in G3:
[122] openscience,infographic
[116] gamedev,indiedev
[115] indiedev,indiegame
[114] ai,development
[114] infographic,fisher85m
[113] jacburns_comext,jblefevre60
[113] jblefevre60,datascience
[111] fisher85m,jacburns_comext
[105] javascript,java
[98] python,java

Top Word Pairs in Tweet in G4:
[37] devops,engineer
[23] agile,devops
[15] devops,training
[14] ci,cd
[13] https,t
[13] t,co
[13] azure,devops
[12] devops,kubernetes
[12] devops,agile
[11] devops,devops

Top Word Pairs in Tweet in G5:
[72] microsoft,devops
[71] devops,blog
[66] blog,moved
[63] azure,devops
[59] azuredevops,microsoft
[58] moved,new
[58] new,platform
[58] platform,modern
[58] modern,clean
[58] clean,design

Top Word Pairs in Tweet in G6:
[37] devops,cloudcomputing
[34] cloudcomputing,agile
[33] agile,analytics
[30] programming,datascience
[30] datascience,database
[29] java,devops
[28] database,datavisualization
[27] datavisualization,education
[26] analytics,api
[26] api,programming

Top Word Pairs in Tweet in G7:
[316] hardening,checklist
[158] nginx,cheatsheet
[158] cheatsheet,printable
[158] printable,high
[158] high,res
[158] res,hardening
[158] checklist,v1
[158] v1,0
[158] 0,2
[158] nginx,hardening

Top Word Pairs in Tweet in G8:
[77] devops,sysadmin
[41] devops,practices
[30] upcoming,webinar
[30] webinar,'getting
[30] 'getting,started
[30] started,easily
[30] easily,devops
[30] practices,ci
[24] ci,cd'
[24] cd',27th

Top Word Pairs in Tweet in G9:
[182] active,directory
[91] one,biggest
[91] biggest,project
[91] project,2018
[91] 2018,active
[91] directory,automation
[91] automation,active
[91] directory,domain
[91] domain,services
[91] services,section

Top Word Pairs in Tweet in G10:
[104] ceo,chris_t_omalley
[59] running,scared
[59] customers,want
[59] learn,more
[58] site,devops
[58] devops,transition
[58] transition,workshops
[58] workshops,perfect
[58] perfect,customers
[58] want,learn

Top Replied-To
Top Replied-To in Entire Graph:
@livecompare
@wizelineacademy
@donovanbrown
@jpmorgan
@accenturestrat
@abelsquidhead
@unicomlearning
@forty8fiftylabs
@opinepr
@azurefunctions

Top Replied-To in G1:
@livecompare
@unicomlearning
@csoonline
@javajudd
@bellegenerico_
@msoyer
@rosalindrad
@lenovo
@quest
@devopsdaysatl

Top Replied-To in G2:
@opinepr
@azurefunctions
@antweiss
@ibmcloud
@mscodersmadrid
@gamingpaul
@ecobee
@codefresh
@cloudexpo
@wso2

Top Replied-To in G3:
@ico_kit
@stevendickens3
@larrylarmeu
@gravitatesol
@scl_consulting
@craigmilroy
@sallamar

Top Replied-To in G4:
@infoerasmith
@enlumeinc

Top Replied-To in G5:
@donovanbrown
@azuredevops
@abelsquidhead
@circleci
@madan06
@microsoft

Top Replied-To in G6:
@jpmorgan
@accenturestrat
@andersencorp

Top Replied-To in G8:
@kpmemberservice
@devopsreact

Top Replied-To in G10:
@mvizard
@ferguson_writes
@thomastk
@veritis_group

Top Mentioned
Top Mentioned in Entire Graph:
@kubesummit
@cloudexpo
@fisher85m
@compuware
@devopsdotcom
@ahmedjr_16
@jblefevre60
@jacburns_comext
@trimstray
@binitamshah

Top Mentioned in G1:
@devopsdotcom
@kubesummit
@livecompare
@cloudexpo
@techbeaconcom
@fisher85m
@electriccloud
@anders_wallgren
@ahmedjr_16
@devopsinst

Top Mentioned in G2:
@kubesummit
@cloudexpo
@evanderburg
@sfeldman0
@atruent
@devopssummit
@daterainc
@crm_cws_cloud
@azure
@buoyantio

Top Mentioned in G3:
@fisher85m
@ahmedjr_16
@jblefevre60
@jacburns_comext
@ronald_vanloon
@princeallan5
@mikequindazzi
@neilcattermull
@shanebrighton
@thecloudand_me

Top Mentioned in G4:
@umangabuddhini
@totalcloudio
@salient_crgt
@nearshore_tech
@namescost
@orasi
@enlumeinc
@fullstaq
@scandiweb

Top Mentioned in G5:
@azuredevops
@donovanbrown
@microsoft
@samguckenheimer
@devopsgathering
@aaronbjork
@docker
@jamesvandenberg
@ansible
@redgate

Top Mentioned in G6:
@intersystems
@intersystemsdev
@chrisshort
@nicolefv
@triangledevops
@netapp
@nathenharvey
@hmcfadden_holly
@hazelcast
@youtube

Top Mentioned in G7:
@trimstray
@binitamshah
@darkreading
@_w0bb1t_
@zifteninc
@owasp
@shehackspurple
@orysegal
@esmechloedudoit
@ubuntu

Top Mentioned in G8:
@devopsreact
@ubuntu
@ashleycsun
@nyike
@lendingclub
@techlazy_msft
@star_cio
@influxdb
@rancher_labs
@aquasecteam

Top Mentioned in G9:
@pewa2303
@pcgeek86
@xenadmin
@tablacus
@xenappblog
@pzerger
@migreene
@gamerlivingwill
@powerscripting
@david_das_neves

Top Mentioned in G10:
@compuware
@devopsdotcom
@chris_t_omalley
@realgenekim
@mike_siemasz
@kwsisson
@atbhov
@devinberchtold
@rhinotlc
@actifio

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sirajs0l
@sectest9
@javascriptd
@nosqldigest
@quibellpaul
@bitcoinagile
@evankirstel
@ericdemarylebon
@startupnws

Top Tweeters in G1:
@ericdemarylebon
@translink
@vikasjee
@presseticker
@smeuks
@slackhq
@andrewmorrisuk
@gabbbarsingh
@securityblog
@heiseonline

Top Tweeters in G2:
@startupnws
@thecloudnetwork
@kotaknaren
@rvp
@sgaparwezi
@evanderburg
@biconnections
@data_nerd
@releaseteam
@stingybee

Top Tweeters in G3:
@arkangelscrap
@sectest9
@javascriptd
@nosqldigest
@quibellpaul
@evankirstel
@gamergeeknews
@chidambara09
@marshacollier
@calcaware

Top Tweeters in G4:
@sirajs0l
@bitcoinagile
@eraser
@maxgattoni
@taletechpro
@bobthomson70
@kojote
@jamestownsend
@matchps
@tnagasawa

Top Tweeters in G5:
@shanselman
@tb_times
@100xcode
@hasssaaannn
@darrystonem
@albertspijkers
@lisacrispin
@rifkafox
@robindotnet
@way0utwest

Top Tweeters in G6:
@fintechna
@jjmerelo
@wiredferret
@zuzudotai
@chrisshort
@ajarvis728
@topstartupsusa
@jaydestro
@punefeed
@technojederbig

Top Tweeters in G7:
@hackerslist
@sandmaxprime
@ovidiug
@alejosangel
@wizardip
@nikhil_rathor
@snakedoc06
@gabrielsarcasmo
@s0urc3c0d3err0r
@esferared

Top Tweeters in G8:
@willsznet
@openmarketingtv
@kpmemberservice
@safety_refinery
@ku5h4l
@virtadpt
@blog_reloaded
@carlosalbert249
@shawtyresha
@cioonline

Top Tweeters in G9:
@hoorge
@jax_masters
@shakthiravi
@pcgeek86
@soneilp
@ximad
@uk_daniel_card
@serverninjas
@kazzan
@randomnoun7

Top Tweeters in G10:
@asklloydsbank
@abnamro
@abn
@techrepublic
@charlyaztec
@seovalencia
@ibmanalytics
@realgenekim
@enterprisenxt
@devopsdotcom


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