openshift, Twitter, 6/18/2019 8:00:28 PM, 200382


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openshift_2019-06-18_12-46-24.xlsx
openshift_2019-06-18_12-46-24.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 18, 2019
Short Description:
openshift via NodeXL http://bit.ly/2XZgFXo
@openshift
@redhat
@angelikalattner
@rhatdan
@sbucloud
@svg
@kenya888
@openshiftcommon
@systemcraftsman
@certdepot

Top hashtags:
#redhat
#openshift
#kubernetes
#hybridcloud
#ansible
#podman
#containers
#rhsummit
#devops
#aws

Description:
Description
The graph represents a network of 1,269 Twitter users whose recent tweets contained "openshift", 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, 18 June 2019 at 19:49 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 37-minute period from Sunday, 09 June 2019 at 03:50 UTC to Tuesday, 18 June 2019 at 19:27 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 : 1269
Unique Edges : 2273
Edges With Duplicates : 1149
Total Edges : 3422
Self-Loops : 454
Reciprocated Vertex Pair Ratio : 0.0416107382550336
Reciprocated Edge Ratio : 0.0798969072164948
Connected Components : 232
Single-Vertex Connected Components : 168
Maximum Vertices in a Connected Component : 932
Maximum Edges in a Connected Component : 3020
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.252792
Graph Density : 0.00144677868015005
Modularity : 0.448895
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[63] https://www.redhat.com/en/openshift-4?sc_cid=701f2000000tyBjAAI
[49] https://landscape.cncf.io/category=application-definition-image-build&format=card-mode&grouping=category&selected=podman
[18] https://blog.openshift.com/kubernetes-1-15-enabling-the-workloads?sc_cid=701f2000000tyBjAAI
[17] https://blog.openshift.com/kubernetes-operators-best-practices/
[16] https://blog.openshift.com/deploying-a-user-provisioned-infrastructure-environment-for-openshift-4-1-on-vsphere/#.XQO2Fkj22UI.twitter
[14] https://blog.openshift.com/red-hat-takes-home-a-trio-of-codie-awards/
[14] https://www.redhat.com/en/emea-partner-conference
[13] https://lnkd.in/ea9cFKX
[10] https://global-redhat.icims.com/jobs/70034/software-maintenance-engineer---openshift/job
[9] http://crunchtools.com/podman-and-cri-o-in-rhel-8-and-openshift-4/

Top URLs in Tweet in G1:
[18] https://www.redhat.com/en/openshift-4?sc_cid=701f2000000tyBjAAI
[13] https://blog.openshift.com/deploying-a-user-provisioned-infrastructure-environment-for-openshift-4-1-on-vsphere/#.XQO2Fkj22UI.twitter
[9] https://blog.openshift.com/kubernetes-1-15-enabling-the-workloads?sc_cid=701f2000000tyBjAAI
[7] https://blog.openshift.com/red-hat-openshift-4-is-now-available?sc_cid=701f2000000tyBjAAI
[7] http://adambien.blog/roller/abien/entry/deploying_and_configuring_payara_micro
[4] https://blog.openshift.com/assessing-app-portfolios-for-onboarding-to-openshift/#.XIOwDfoVZWs.twitter
[4] https://blog.openshift.com/openshift-4-a-noops-platform/#.XIOwQvlyB3o.twitter
[4] https://blog.openshift.com/re-imagining-virtualization-with-kubernetes-and-kubevirt-part-ii/#.XIOv1h8sNkQ.twitter
[3] https://access.redhat.com/announcements/4180011
[3] https://blog.openshift.com/kubernetes-operators-best-practices/

Top URLs in Tweet in G2:
[8] https://blog.openshift.com/kubernetes-operators-best-practices/
[8] https://www.silicon.es/red-hat-espana-openshift-4-2398401
[3] https://blog.openshift.com/red-hat-takes-home-a-trio-of-codie-awards/
[3] http://www.tuxmachines.org/node/124976
[3] http://www.tuxmachines.org/node/124818
[3] https://www.redhat.com/en/emea-partner-conference
[2] https://www.lightreading.com/lg_redirect.asp?piddl_lgid_docid=752046&_mc=RSS_LR_EDT
[2] http://mobitekno.com/read/2019/10/06/mengukuhkan-sebagai-pemimpin-cloud-hybrid-1-000-an-perusahaan-enterprise-dunia-mengadopsi-red-hat-openshift-container-platform/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nttcom.co.jp/news/pr19061001.html
[2] https://developers.redhat.com/blog/2019/06/10/accessing-apache-kafka-in-strimzi-part-3-red-hat-openshift-routes/

Top URLs in Tweet in G3:
[45] https://landscape.cncf.io/category=application-definition-image-build&format=card-mode&grouping=category&selected=podman
[16] https://www.redhat.com/en/openshift-4?sc_cid=701f2000000tyBjAAI
[6] http://crunchtools.com/podman-and-cri-o-in-rhel-8-and-openshift-4/
[4] https://twitter.com/sonatype/status/1137007051253592064
[3] https://blog.openshift.com/red-hat-takes-home-a-trio-of-codie-awards/
[2] https://lnkd.in/ea9cFKX
[2] https://lnkd.in/ga8X_XY
[2] https://www.redhat.com/en/blog/red-hat-openshift-container-platform-4-now-defaults-cri-o-underlying-container-engine
[2] https://softwareengineeringdaily.com/2019/06/18/kubernetes-operators-with-rob-szumski/
[2] http://news.kubernauts.io/?edition_id=eb15e100-8b8d-11e9-b260-0cc47a0d1609

Top URLs in Tweet in G4:
[15] https://www.redhat.com/en/openshift-4?sc_cid=701f2000000tyBjAAI
[4] https://www.redhat.com/en/emea-partner-conference
[3] https://redhat-partner.highspot.com/items/5cdaea45429d7b56ae07c990
[3] https://blog.openshift.com/kubernetes-1-15-enabling-the-workloads?sc_cid=701f2000000tyBjAAI
[3] https://www.redhat.com/cms/managed-files/cl-openshift-4-overview-f17056bf-201905-en.pdf
[2] https://www.redhat.com/en/blog/new-kubernetes-operatorhub-red-hat-openshift-enable-hybrid-cloud-flexibility-enterprises?sc_cid=701f2000001OIIOAA4
[2] https://www.nuodb.com/techblog/nuodb-operator-openshift-4-operatorhub
[2] https://www.redhat.com/en/emea-partner-conference#agenda?sc_cid=70160000000xZ45AAE
[2] https://blog.openshift.com/enhanced-openshift-red-hat-amq-broker-container-image-for-monitoring/#.XQgdbUG2rkY.twitter
[2] https://blog.openshift.com/no-downtime-upgrade-for-red-hat-data-grid-on-openshift/#.XQEAcUUznEU.twitter

Top URLs in Tweet in G5:
[10] https://www.redhat.com/en/openshift-4?sc_cid=701f2000000tyBjAAI
[4] https://redhat-partner.highspot.com/items/5cdaea45429d7b56ae07c990
[4] https://access.redhat.com/announcements/4180011
[4] https://servicesblog.redhat.com/2019/05/29/how-to-stop-and-start-a-production-openshift-cluster/
[3] https://blog.openshift.com/red-hat-takes-home-a-trio-of-codie-awards/
[3] https://landscape.cncf.io/category=application-definition-image-build&format=card-mode&grouping=category&selected=podman
[3] http://crunchtools.com/podman-and-cri-o-in-rhel-8-and-openshift-4/
[3] https://blog.openshift.com/kubernetes-1-15-enabling-the-workloads?sc_cid=701f2000000tyBjAAI
[3] https://www.linkedin.com/pulse/part-ii-why-docker-openshift-4-rhel-8-scott-mccarty
[2] https://lnkd.in/ex7sik9

Top URLs in Tweet in G6:
[4] https://belgium.devoteam.com/blog-post/ansible-tower-openshift-azure-project-credentials/
[3] https://events.redhat.com/profile/form/index.cfm?PKformID=0x62188a685
[3] https://blog.openshift.com/kubernetes-operators-best-practices/#.XQAjX6uT0mc.twitter
[2] https://devoteam-be.smh.re/9L
[2] https://blog.openshift.com/deploying-a-user-provisioned-infrastructure-environment-for-openshift-4-1-on-vsphere/
[2] https://blog.openshift.com/building-it-transformation-architecture-with-red-hat-openshift/?utm_source=dlvr.it&utm_medium=twitter
[2] https://developers.redhat.com/openshift/?sc_cid=701f2000000Rr9gAAC
[2] https://www.redhat.com/en/openshift-4?sc_cid=701f2000000tyBjAAI
[2] https://www.youtube.com/watch?v=NfmPeLzSV34&utm_source=dlvr.it&utm_medium=twitter

[2] https://developers.redhat.com/blog/2019/06/11/application-lifecycle-management-for-container-native-development/

Top URLs in Tweet in G7:
[1] https://twitter.com/AngelikaLattner/status/1137247967650471936

Top URLs in Tweet in G8:
[10] https://global-redhat.icims.com/jobs/70034/software-maintenance-engineer---openshift/job
[4] https://b.hatena.ne.jp/entry/s/blog.openshift.com/kubernetes-operators-best-practices/
[3] https://github.com/openshift-knative/docs#knative-v060-on-openshift-41
[2] https://global-redhat.icims.com/jobs/68813/software-maintenance-engineer---openshift/job
[2] https://aws.amazon.com/jp/summits/tokyo-2019/
[1] https://b.hatena.ne.jp/-/redirect?code=77502f725e506b325e203f55774358724d212f345e213959&location_id=4670140205475357442&signature=4cd9f2ab3d0bf52586b8d5c68c4140436b79e04c919d12b6beaa8e39a5505498
[1] https://b.hatena.ne.jp/-/redirect?code=77502f725e506b325e203f55774358724d212f345e213959&location_id=4670034589458549634&signature=e47b304b24708f464ccd03123b30523d4f179f8aef3c10e30e1c02f71a146ef4
[1] https://b.hatena.ne.jp/entry/s/thinkit.co.jp/article/16297
[1] https://b.hatena.ne.jp/-/redirect?code=77502f725e506b325e203f55774358724d212f345e213959&location_id=4670132565259657602&signature=381d47a1e2d591c50dcebfa13702eec9fbe58d4f0f6c315cd2cb95a0453041f8
[1] https://b.hatena.ne.jp/entry/s/searchitoperations.techtarget.com/news/252463169/OpenShift-shops-chart-a-course-for-advanced-IT-automation

Top URLs in Tweet in G9:
[1] https://github.com/openshift/origin/tree/v4.1.0
[1] http://lists.openshift.redhat.com/openshift-archives/dev/2019-June/msg00011.html
[1] https://docker.pkg.github.com/code-ready/crc

Top URLs in Tweet in G10:
[1] https://content.attend.hpe.com/go/agendabuilder.sessions/?l=39&sid=19684_9048&locale=en_US
[1] https://content.attend.hpe.com/go/agendabuilder.sessions/?l=39&sid=19659_9200&locale=en_US
[1] https://lnkd.in/eF8DKcr
[1] https://github.com/Microsoft/sqlworkshops/tree/master/SQLonOpenShift

Top Domains
Top Domains in Tweet in Entire Graph:
[173] openshift.com
[167] redhat.com
[55] lnkd.in
[49] cncf.io
[45] sprou.tt
[42] twitter.com
[27] github.com
[22] ne.jp
[12] icims.com
[12] linkedin.com

Top Domains in Tweet in G1:
[62] openshift.com
[36] redhat.com
[7] sprou.tt
[7] adambien.blog
[4] twitter.com
[3] github.com
[2] usaonlinejournal.com
[2] youtube.com
[1] forbes.com
[1] ansible.com

Top Domains in Tweet in G2:
[29] openshift.com
[18] lnkd.in
[13] sprou.tt
[10] redhat.com
[10] silicon.es
[6] tuxmachines.org
[5] twitter.com
[4] co.jp
[4] smh.re
[3] lightreading.com

Top Domains in Tweet in G3:
[45] cncf.io
[26] redhat.com
[10] openshift.com
[6] crunchtools.com
[5] twitter.com
[4] lnkd.in
[2] podman.io
[2] opensource.com
[2] softwareengineeringdaily.com
[2] sprou.tt

Top Domains in Tweet in G4:
[39] redhat.com
[18] openshift.com
[7] sprou.tt
[5] highspot.com
[3] nuodb.com
[3] youtube.com
[2] zoom.us
[2] lnkd.in
[1] github.com
[1] ne.jp

Top Domains in Tweet in G5:
[28] redhat.com
[13] openshift.com
[6] highspot.com
[4] crunchtools.com
[4] lnkd.in
[4] twitter.com
[3] cncf.io
[3] sprou.tt
[3] github.com
[3] linkedin.com

Top Domains in Tweet in G6:
[24] openshift.com
[13] redhat.com
[6] smh.re
[6] twitter.com
[5] devoteam.com
[3] lnkd.in
[2] youtube.com
[1] reddit.com
[1] instagram.com
[1] meetup.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[12] icims.com
[11] ne.jp
[5] co.jp
[4] github.com
[2] amazon.com
[2] or.jp
[2] openshift.com
[1] speakerdeck.com
[1] cncf.io
[1] twitter.com

Top Domains in Tweet in G9:
[2] github.com
[1] redhat.com

Top Domains in Tweet in G10:
[2] hpe.com
[1] lnkd.in
[1] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[498] redhat
[393] openshift
[185] kubernetes
[63] hybridcloud
[50] ansible
[44] podman
[39] containers
[38] rhsummit
[33] devops
[30] aws



Top Hashtags in Tweet in G1:
[97] redhat
[44] openshift
[40] kubernetes
[15] hybridcloud
[8] automation
[7] payara
[7] javaee
[6] java
[5] enablesysadmin
[4] azure

Top Hashtags in Tweet in G2:
[49] openshift
[40] redhat
[19] ansible
[18] kubernetes
[12] redhatブース
[5] containers
[4] docker
[4] awssummit
[4] cloud
[4] rhel

Top Hashtags in Tweet in G3:
[38] redhat
[29] openshift
[28] podman
[19] kubernetes
[13] codie19
[7] rhel8
[6] rhsummit
[5] hybridcloud
[4] gpus
[4] containers

Top Hashtags in Tweet in G4:
[127] redhat
[51] openshift
[38] kubernetes
[23] hybridcloud
[14] rhsummit
[11] infrastructure
[10] rhel
[10] airline
[9] devops
[7] openshift4

Top Hashtags in Tweet in G5:
[79] redhat
[33] openshift
[31] kubernetes
[13] shanghai
[13] kubecon
[13] opensourcesummit
[12] aws
[12] awssummit
[9] rhsummit
[8] podman

Top Hashtags in Tweet in G6:
[24] openshift
[18] redhat
[17] kubernetes
[13] mdbw19
[11] mongodb
[10] kafka
[9] strimzi
[9] meetup
[7] cloud
[6] paychexisit

Top Hashtags in Tweet in G8:
[16] ansible
[15] openshift
[15] redhat
[8] awssummit
[4] aws
[3] gls
[3] openshiftjp
[3] kubernetes
[1] podman
[1] red

Top Hashtags in Tweet in G10:
[33] openshift
[31] redhat
[16] hpediscover
[13] hpe
[12] hperedhat
[11] sqlserver
[9] hpesynergy
[8] social4utv
[8] microservices
[7] containers

Top Words
Top Words in Tweet in Entire Graph:
[1122] Words in Sentiment List#1: Positive
[368] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[34257] Non-categorized Words
[35747] Total Words
[1427] openshift
[496] redhat
[494] #redhat
[430] 4
[390] #openshift

Top Words in Tweet in G1:
[306] openshift
[106] 4
[100] redhat
[97] #redhat
[44] #openshift
[40] #kubernetes
[39] now
[38] infrastructure
[36] platform
[35] cloud

Top Words in Tweet in G2:
[136] openshift
[74] red
[69] hat
[49] #openshift
[40] #redhat
[33] 4
[32] kubernetes
[19] #ansible
[18] cloud
[18] #kubernetes

Top Words in Tweet in G3:
[259] openshift
[167] redhat
[104] rhatdan
[91] podman
[70] now
[60] cloudnativefdn
[59] 4
[45] part
[45] landscape
[38] #redhat

Top Words in Tweet in G4:
[209] openshift
[127] #redhat
[94] 4
[87] redhat
[48] #openshift
[38] #kubernetes
[37] hat
[35] red
[34] see
[33] now

Top Words in Tweet in G5:
[169] openshift
[79] #redhat
[63] 4
[59] redhat
[33] #openshift
[31] #kubernetes
[27] ansible
[27] now
[26] rhatdan
[25] new

Top Words in Tweet in G6:
[97] openshift
[37] hat
[36] red
[24] #openshift
[21] kubernetes
[18] #redhat
[17] #kubernetes
[16] 4
[16] operator
[14] mikegray831

Top Words in Tweet in G7:
[2] avrohomg
[2] spencerante
[2] actbrilliant
[2] holgermu
[2] billmew
[2] tcrawford
[2] rwang0
[2] dhinchcliffe
[2] jayferro
[2] drjdrooghaag

Top Words in Tweet in G8:
[40] hat
[33] red
[26] 12
[21] summit
[16] #ansible
[15] openshift
[15] #openshift
[12] 4
[11] #redhat
[10] 8とopenshift

Top Words in Tweet in G9:
[33] openshift
[30] svg
[26] okd
[26] community
[23] ansible
[22] anyone
[22] contributing
[22] awx
[22] redhat
[22] employee

Top Words in Tweet in G10:
[33] #openshift
[31] #redhat
[23] sbucloud
[16] #hpediscover
[13] #hpe
[12] talks
[12] #hperedhat
[11] #sqlserver
[10] more
[10] redhatpartners

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[335] openshift,4
[302] red,hat
[273] #redhat,openshift
[226] redhat,openshift
[113] hat,openshift
[66] enterprise,#kubernetes
[63] big,ideas
[62] redhat,#redhat
[60] industry's,comprehensive
[57] now,available

Top Word Pairs in Tweet in G1:
[99] openshift,4
[82] #redhat,openshift
[36] redhat,openshift
[25] bank,america
[24] big,ideas
[24] 2013,goal
[24] goal,moving
[24] moving,80
[24] 80,infrastructure
[24] infrastructure,internal

Top Word Pairs in Tweet in G2:
[67] red,hat
[33] hat,openshift
[23] openshift,4
[14] #redhat,#ansible
[13] #ansible,#openshift
[11] #openshift,#redhatブース
[10] openshift,container
[10] container,platform
[10] kubernetes,operators
[10] best,practices

Top Word Pairs in Tweet in G3:
[146] redhat,openshift
[45] podman,now
[45] now,part
[45] part,cloudnativefdn
[45] cloudnativefdn,landscape
[45] landscape,redhat
[44] rhatdan,podman
[42] openshift,4
[31] #redhat,openshift
[30] thank,redhat

Top Word Pairs in Tweet in G4:
[102] #redhat,openshift
[90] openshift,4
[35] red,hat
[26] redhat,#redhat
[21] now,available
[21] industry's,comprehensive
[21] enterprise,#kubernetes
[20] big,ideas
[15] comprehensive,enterprise
[14] 4,next

Top Word Pairs in Tweet in G5:
[51] openshift,4
[42] #redhat,openshift
[22] redhat,openshift
[17] red,hat
[17] check,out
[15] now,available
[14] openshift,ansible
[13] #shanghai,#kubecon
[13] #kubecon,#opensourcesummit
[13] next,week

Top Word Pairs in Tweet in G6:
[36] red,hat
[20] hat,openshift
[12] operator,openshift
[9] series,strimzi
[9] strimzi,continues
[9] continues,look
[9] look,red
[9] openshift,routes
[9] routes,used
[9] used,apache

Top Word Pairs in Tweet in G7:
[2] avrohomg,spencerante
[2] spencerante,actbrilliant
[2] actbrilliant,holgermu
[2] holgermu,billmew
[2] billmew,tcrawford
[2] tcrawford,rwang0
[2] rwang0,dhinchcliffe
[2] dhinchcliffe,jayferro
[2] jayferro,drjdrooghaag

Top Word Pairs in Tweet in G8:
[31] red,hat
[17] hat,summit
[11] #ansible,#openshift
[10] 8とopenshift,4
[10] openshiftのエンジニア,まだまだ募集しております
[10] まだまだ募集しております,url変わりました
[9] summit,2019
[9] 2019,製品のハイライトはrhel
[9] 製品のハイライトはrhel,8とopenshift
[9] nekop,openshiftのエンジニア

Top Word Pairs in Tweet in G9:
[22] anyone,contributing
[22] contributing,okd
[22] okd,openshift
[22] openshift,ansible
[22] ansible,awx
[22] awx,redhat
[22] redhat,employee
[22] employee,purely
[22] purely,community
[22] community,contributor

Top Word Pairs in Tweet in G10:
[12] #redhat,#openshift
[7] #redhat,#openstack
[7] #openshift,#hpesynergy
[7] booth,#412
[6] 2,great
[6] great,guys
[6] guys,discussing
[6] discussing,#hpe
[6] #hpe,#microsoft
[6] #microsoft,#redhat

Top Replied-To
Top Replied-To in Entire Graph:
@joel__lord
@rhatdan
@clemenko
@jamieeduncan
@svg
@alexellisuk
@openshift
@pwoodward
@redhat
@optus

Top Replied-To in G1:
@joel__lord
@lucycloudbling
@thackman
@dav1x
@openshift
@tanjahoefler
@dc_lan
@mustack_
@ricardogerardi
@jorgemoralespou

Top Replied-To in G3:
@rhatdan
@clemenko
@alexellisuk
@jamieeduncan
@joshua_brindle
@mpiech
@me2digital
@kubernauts
@redopsjames
@jie_yu

Top Replied-To in G4:
@nvidia
@kellabyte
@coolsvap
@redhat

Top Replied-To in G5:
@clemenko
@pwoodward
@rhatdan
@jamieeduncan
@jeninnovate
@chuckernetes
@andrei_gavriliu
@txscooterd
@jawnsy
@joel__lord

Top Replied-To in G6:
@mikegray831
@certdepot
@gunnarmorling
@danielepolencic
@erkan_erol_
@marcusbiel

Top Replied-To in G7:
@avrohomg

Top Replied-To in G9:
@svg
@arrfab
@cgwalters
@the_gundalow
@akaffamanesh

Top Replied-To in G10:
@sqlha
@sqlbek

Top Mentioned
Top Mentioned in Entire Graph:
@openshift
@redhat
@rhatdan
@cloudnativefdn
@letsencrypt
@redhatpartners
@kubernetesio
@fatherlinux
@asheshbadani
@svg

Top Mentioned in G1:
@openshift
@redhat
@asheshbadani
@dav1x
@adambien
@jgershater
@redhatiberia
@markmcardle
@microsoft
@generalelectric

Top Mentioned in G2:
@schestowitz

Top Mentioned in G3:
@openshift
@redhat
@rhatdan
@cloudnativefdn
@letsencrypt
@mpiech
@seattledawson
@aclater
@fatherlinux
@chrisshort

Top Mentioned in G4:
@openshift
@redhat
@kubernetesio
@redhatpartners
@hcahealthcare
@nvidia
@cathaypacific
@redhatsummit
@jnardiello
@azure

Top Mentioned in G5:
@openshift
@redhat
@rhatdan
@fatherlinux
@ansible
@jeninnovate
@chuckernetes
@singularityapp
@redhatevents
@redhatopen

Top Mentioned in G6:
@openshift
@markdeneve
@mikegray831
@systemcraftsman
@rhdevelopers
@scholzj
@redhatdach
@strimziio
@jug_istanbul
@puzzleitc

Top Mentioned in G7:
@spencerante
@actbrilliant
@holgermu
@billmew
@tcrawford
@rwang0
@dhinchcliffe
@jayferro
@drjdrooghaag
@angelikalattner

Top Mentioned in G8:
@nekop
@thinkitcojp
@kenya888
@redhatjapan
@nobusue
@spchildren
@rhatdan
@redhat
@openshift
@cloudnativefdn

Top Mentioned in G9:
@svg
@roidelapluie
@openshiftcommon
@cgwalters
@purpleidea
@jpmens
@xaeth
@the_gundalow
@openshift

Top Mentioned in G10:
@sbucloud
@redhat
@redhatpartners
@redhatevents
@fleischmantweet
@bobwardms
@technative
@openshift
@opensourceway

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@nosqldigest
@evankirstel
@gamergeeknews
@123trabajo
@schestowitz
@chidambara09
@calcaware
@optus
@gtpintado

Top Tweeters in G1:
@machinelearn_d
@victor_ruiz
@markmcardle
@julielerman
@jovinosumicity
@generalelectric
@billmew
@cybersec_feeds
@gentoobot
@blaizedsouza

Top Tweeters in G2:
@gamergeeknews
@123trabajo
@schestowitz
@gtpintado
@alexainfo
@brokencodebot
@zaki_hmkc
@infofuengirola
@alexasocial
@cipherstorm

Top Tweeters in G3:
@alejosangel
@chrisshort
@lucasoft_co_uk
@kushaldas
@det_conan_kudo
@frumenceboroto
@dxpetti
@kjjaeger
@virtualgraffiti
@redhat

Top Tweeters in G4:
@santchiweb
@cristobalvega
@kellabyte
@ibmdeveloper
@jwildeboer
@danieloh30
@scarface174
@garryjgray
@azure
@adviseq

Top Tweeters in G5:
@sectest9
@cho2mlhc
@sjvn
@nicholas_redhat
@harishpillay
@polarbear_pc
@marcno
@cybette
@fuzzychef
@bureado

Top Tweeters in G6:
@nosqldigest
@erena2015
@thecloudsumo
@rikkiends
@bigrideoncloud
@rickyelqasem
@naakos
@benemon
@trisha_gee
@certdepot

Top Tweeters in G7:
@evankirstel
@akwyz
@rwang0
@spirosmargaris
@holgermu
@topcybernews
@tamaramccleary
@mvollmer1
@tcrawford
@furrier

Top Tweeters in G8:
@rioriost
@cail009
@kk2170
@kenya888
@ten_forward
@oyazi_q9550
@uni1000yama1000
@helicalgear
@ryoma_0923
@nobusue

Top Tweeters in G9:
@kdecherf
@f3ew
@fink_
@zhenech
@svg
@basementtrix
@dmsimard
@purpleidea
@vincentvdk
@the_shaps

Top Tweeters in G10:
@chidambara09
@sqlha
@hpe_hybridcloud
@technative
@domhalps
@esignoretti
@technativewire
@dana_gardner
@sqlbek
@hpe