hybrid cloud, Twitter, 3/20/2019 11:45:23 PM, 191106
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hybrid cloud_2019-03-20_16-13-11.xlsx
hybrid cloud_2019-03-20_16-13-11.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
March 20, 2019
Short Description:
hybrid cloud via NodeXL http://bit.ly/2JqI2GN
@vmware
@datastax
@ibmcloud
@vcloud_storage
@azure
@manojchandrajha
@microsoft
@santchiweb
@cisco
@ibmanalytics

Top hashtags:
#cloud
#hybridcloud
#hybrid
#ai
#azure
#multicloud
#ibm
#partycloud
#aws
#hpe

Description:
Description
The graph represents a network of 3,924 Twitter users whose tweets in the requested range contained "hybrid cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 March 2019 at 23:16 UTC.

The requested start date was Wednesday, 20 March 2019 at 23:13 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 8-day, 4-hour, 22-minute period from Tuesday, 12 March 2019 at 13:30 UTC to Wednesday, 20 March 2019 at 17:52 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 : 3924
Unique Edges : 5049
Edges With Duplicates : 1820
Total Edges : 6869
Self-Loops : 1889
Reciprocated Vertex Pair Ratio : 0.0351933317897662
Reciprocated Edge Ratio : 0.0679937374189219
Connected Components : 1093
Single-Vertex Connected Components : 796
Maximum Vertices in a Connected Component : 2117
Maximum Edges in a Connected Component : 4447
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 6.630132
Graph Density : 0.000290440625257408
Modularity : 0.671707
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[71] https://www.ciodive.com/news/how-microsoft-positioned-itself-for-hybrid-cloud-leadership/549797/
[25] https://www.ibmbigdatahub.com/blog/journey-ai-easier-you-might-think?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_Cross+Hybrid+Cloud-_-WW_WW-_-IBMAnalyticsSocialPromo&cm_mmca1=000032HT&cm_mmca2=10009644&linkId=64897667
[24] https://www.raconteur.net/infographics/cloud-solution-choose-public-private-hybrid
[24] https://www.channelpartnersonline.com/2019/02/27/multicloud-hybrid-cloud-adoption-growing/
[20] https://www.uscybersecurity.net/csmag/get-into-the-nitty-gritty-of-hybrid-cloud-management/
[15] https://www.datamation.com/cloud-computing/what-is-hybrid-it.html
[15] https://techcommunity.microsoft.com/t5/IT-Resources-Training-Blog/Ask-us-your-questions-for-the-Hybrid-Cloud-Virtual-Event-on/ba-p/364474
[14] https://www.zdnet.com/article/western-australias-department-of-health-to-spend-au124m-on-hybrid-cloud-shift/
[14] https://searchcloudcomputing.techtarget.com/tip/What-are-the-two-types-of-hybrid-cloud-infrastructure
[14] https://www.zdnet.com/article/why-security-is-the-top-barrier-in-enterprise-cloud-adoption-hybrid-cloud-tv/

Top URLs in Tweet in G1:
[11] https://www.ciodive.com/news/how-microsoft-positioned-itself-for-hybrid-cloud-leadership/549797/
[9] https://info.microsoft.com/ww-landing-building-a-successful-hybrid-cloud-strategy.html
[8] https://searchcloudcomputing.techtarget.com/tip/What-are-the-two-types-of-hybrid-cloud-infrastructure
[8] https://blog.dellemc.com/en-us/vxrail-rockets-data-center-modernization-hybrid-cloud/
[6] https://www.datamation.com/cloud-computing/what-is-hybrid-it.html
[6] https://devops.com/vmware-advances-hybrid-cloud-ambitions/
[5] https://www.ibm.com/blogs/cloud-computing/2019/03/18/choosing-right-hybrid-cloud-provider/?utm_source=dlvr.it&utm_medium=twitter
[5] http://www.bridgeoc.com
[5] https://www.itprotoday.com/hybrid-cloud/hpe-wants-help-you-map-your-ideal-path-hybrid-cloud
[5] https://www.theregister.co.uk/2019/03/20/vmware_cloud_foundation_makes_its_debut_on_dell_emc_vxrail_systems/

Top URLs in Tweet in G2:
[25] https://www.ibmbigdatahub.com/blog/journey-ai-easier-you-might-think?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_Cross+Hybrid+Cloud-_-WW_WW-_-IBMAnalyticsSocialPromo&cm_mmca1=000032HT&cm_mmca2=10009644&linkId=64897667
[6] https://www.redhat.com/en/topics/security/what-is-hybrid-cloud-security?sc_cid=701f2000000tyBjAAI
[6] https://www.datamation.com/cloud-computing/what-is-hybrid-it.html
[6] https://www.ibm.com/connect/ibm/us-en/resources/starrlee/
[4] https://www.ibm.com/cloud-computing/dk-en/solutions/ibm-vmware/virtualization/?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_Cloud+Platform+F2F-_-EP_EP-_-vForum&cm_mmca1=000012TX&cm_mmca2=10001815
[3] https://ibm.biz/Bd2C4V
[3] https://ibm.biz/Bd2C4c
[3] https://ibm.biz/Bd2Crc
[3] https://www.ibm.com/partnerworld/cloud/learning/webinars
[3] https://www.cloudcomputing-news.net/news/2019/feb/26/red-hat-bridging-first-wave-cloud-next-generation-platforms/?sc_cid=701f2000000u72aAAA

Top URLs in Tweet in G3:
[49] https://www.ciodive.com/news/how-microsoft-positioned-itself-for-hybrid-cloud-leadership/549797/
[12] https://techcommunity.microsoft.com/t5/IT-Resources-Training-Blog/Ask-us-your-questions-for-the-Hybrid-Cloud-Virtual-Event-on/ba-p/364474
[7] https://techcommunity.microsoft.com/t5/IT-Resources-Training-Blog/Ask-us-your-questions-for-the-Hybrid-Cloud-Virtual-Event-on/ba-p/364474?WT.mc_id=twitter-social-thmaure
[7] https://www.dynatrace.com/news/blog/modernizing-hybrid-cloud-operations-with-dynatrace/
[3] http://superuser.openstack.org/articles/inside-private-and-hybrid-cloud-must-see-sessions-at-the-open-infrastructure-summit/
[2] https://www.youtube.com/watch?v=7DlICHZTyac&feature=youtu.be

[2] https://www.inkwoodresearch.com/reports/hybrid-cloud-market
[2] https://lnkd.in/eW5qpPj
[2] Dive
[2] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/wyoVCK

Top URLs in Tweet in G4:
[8] https://cloud.google.com/solutions/tcp-optimization-for-network-performance-in-gcp-and-hybrid
[7] https://cloud.vmware.com/community/2019/03/11/emea-aws-summits/
[6] https://blogs.vmware.com/apps/2019/03/sap-in-hybrid-cloud-live-migration-examples.html
[5] http://r.socialstudio.radian6.com/1bbad95b-b255-47ab-bb3d-1830f6a6f04a
[4] https://blog.shi.com/cloud/hybrid-cloud-migration-6-essential-steps-for-state-and-local-agencies/
[3] https://sites.ziftsolutions.com/vmware.ziftsolutions.com/ff8081815c8e0d98015c9d68e376173c?cid=8a99831f696f7ffd0169782513665fa1&url=https%3A%2F%2Fcloud.vmware.com%2Fcommunity%2F2019%2F03%2F11%2Femea-aws-summits%2F%3Fsrc%3Dso_5a314d05e49f5%26cid%3D70134000001SkJn
[3] https://www-01.ibm.com/events/wwe/grp/grp404.nsf/EventLanding.xsp?openform&seminar=CC4N3PES&locale=en_BE&cm_mmc=Email_Events-_-Watson+and+Cloud+Platform_Cloud+Platform-_-WW_WW-_-vmware&cm_mmca1=000035GH&cm_mmca2=10002430&cm_mmca3=M00030245
[2] https://sites.ziftsolutions.com/vmware.ziftsolutions.com/8abfa5054688a72401468be2b4100227?cid=8a99831f696f7ffd0169782513665fa1&url=https%3A%2F%2Fcloud.vmware.com%2Fcommunity%2F2019%2F03%2F11%2Femea-aws-summits%2F%3Fsrc%3Dso_5a314d05e49f5%26cid%3D70134000001SkJn
[2] https://sites.ziftsolutions.com/vmware.ziftsolutions.com/ff8081815e2be54f015e2e77469660e2?cid=8a99831f696f7ffd0169782513665fa1&url=https%3A%2F%2Fcloud.vmware.com%2Fcommunity%2F2019%2F03%2F11%2Femea-aws-summits%2F%3Fsrc%3Dso_5a314d05e49f5%26cid%3D70134000001SkJn
[2] https://sites.ziftsolutions.com/vmware.ziftsolutions.com/ff808181584e374c01584eb15af40b47?cid=8a99831f696f7ffd0169782513665fa1&url=https%3A%2F%2Fcloud.vmware.com%2Fcommunity%2F2019%2F03%2F11%2Femea-aws-summits%2F%3Fsrc%3Dso_5a314d05e49f5%26cid%3D70134000001SkJn

Top URLs in Tweet in G5:
[3] https://www.datastax.com/2019/03/datastax-svp-and-chief-product-officer-to-discuss-hybrid-cloud-data-strategies-at-gartner-data-analytics-summit
[3] https://www.wsta.org/news/growth-innovation-hybrid-cloud-datastax/
[2] https://www.datastax.com/accelerate?utm_campaign=ACCEL_Q4_2019&utm_medium=social&utm_source=twitter&utm_term=-&utm_content=Register
[2] https://www.wsta.org/news/shifting-cloud-minimal-impact-roundtower/
[1] https://www.constellationr.com/research/constellation-shortlist-hybrid-and-multi-cloud-nosql-stores
[1] https://www.crn.com/news/data-center/vmware-cloud-foundation-on-vxrail-is-just-genius-
[1] https://www.gartner.com/smarterwithgartner/modernize-it-infrastructure-in-a-hybrid-world/?utm_medium=social&utm_source=twitter&utm_campaign=SM_GB_YOY_GTR_SOC_SF1_SM-SWG&utm_content=&sf208901058=1
[1] https://f2fevents.com/evite/pdx19-atmosera/
[1] https://www.actian.com/company/blog/how-a-hybrid-integration-platform-can-accelerate-data-migration/
[1] https://www.actian.com/company/news-and-events/press-releases/actian-avalanche-pioneers-next-generation-cloud-data-warehouse/

Top URLs in Tweet in G6:
[6] https://t.co/yuVonK0sCn
[5] https://www.hpe.com/us/en/resources/solutions/building-azure-hybrid-cloud.html
[4] https://www.cio.com/article/3373636/developers-and-it-ops-finding-the-hybrid-cloud-common-ground.html
[4] http://www.cvent.com/d/t6qjl6
[3] https://t.co/u70SXezHJg
[3] https://t.co/pb5LaLFtPt
[3] https://t.co/Buq6X66WVX
[3] https://t.co/U8FUoAYbWE
[3] http://bit.ly/2Gxp7ak
[3] https://h22168.www2.hpe.com/us/en/partners/microsoft/global-roadshow.aspx?platform=hootsuite

Top URLs in Tweet in G7:
[12] https://www.ibm.com/marketing/uk-en/ibm-at-cloud-expo/index.html?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_IBM+Cloud-_-IUK_IUK-_-OSocial+Twitter+drive+to+CloudExpo+IBM+lp&cm_mmca1=000031IB&cm_mmca2=10008420
[4] https://www.ibm.com/uk-en/products?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_IBM+Cloud-_-IUK_WW-_-Cloud+Expo+Europe+products&cm_mmca1=000031IB&cm_mmca2=10008420
[4] http://www.businesswire.com/news/home/20190312005244/en/Pivot3-Achieves-Common-Criteria-Certification-Accelerate-Hybrid/?feedref=JjAwJuNHiystnCoBq_hl-Q-tiwWZwkcswR1UZtV7eGe24xL9TZOyQUMS3J72mJlQ7fxFuNFTHSunhvli30RlBNXya2izy9YOgHlBiZQk2LOzmn6JePCpHPCiYGaEx4DL1Rq8pNwkf3AarimpDzQGuQ==
[4] https://governmenttechnologyinsider.com/getting-cloud-smart-three-best-practices-for-federal-agencies-pursuing-hybrid-integration/
[3] http://feeds.feedburner.com/~r/vmvirtualmachine/Ivwa/~3/VJlckE7C4Mg/?utm_source=feedburner&utm_medium=twitter&utm_campaign=weblanwan
[3] http://dh2i.com/451-research-and-dh2i-present-how-to-optimize-your-hybrid-cloud-networking/
[3] https://sites.ziftsolutions.com/vmware.ziftsolutions.com/ff80818164a619f00164add8082d6d2b?cid=8a99831f696f7ffd0169784b2872610c&url=https%3A%2F%2Fwww.crn.com%2Fnews%2Fcloud%2Fmicrosoft-and-vmware-close-to-revealing-joint-development-of-a-hybrid-cloud-solution-report
[3] https://www.uscybersecurity.net/csmag/get-into-the-nitty-gritty-of-hybrid-cloud-management/
[3] https://www.ibm.com/marketing/uk-en/ibm-at-cloud-expo/index.html?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_IBM+Cloud-_-IUK_IUK-_-VMware+drive+to+IBM+CloudExpo+lp+Twitter&cm_mmca1=000031IB&cm_mmca2=10008420
[2] https://www.ibmbigdatahub.com/blog/trusting-ai-save-lives-india?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_Cross+Hybrid+Cloud-_-WW_WW-_-VoiceOfClient&cm_mmca1=000032HT&cm_mmca2=10009644&linkId=64825014

Top URLs in Tweet in G8:
[22] https://www.raconteur.net/infographics/cloud-solution-choose-public-private-hybrid
[4] https://biztechmagazine.com/article/2019/03/all-cloud-vs-premises-vs-hybrid-how-3-businesses-chose-right-infrastructure
[2] https://www.brighttalk.com/webcast/16255/350919?utm_source=Zia
[2] https://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waizKdvQ4gCV8Lcp0/7YtlTP?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.zdnet.com/article/why-security-is-the-top-barrier-in-enterprise-cloud-adoption-hybrid-cloud-tv/
[1] https://www.meritalk.com/study/sd-wan-the-next-federal-network/?campaign=mttwitter
[1] https://www.uscybersecurity.net/csmag/get-into-the-nitty-gritty-of-hybrid-cloud-management/
[1] https://dzone.com/articles/hybrid-cloud-vs-multi-cloud-whats-the-difference
[1] https://lnkd.in/exaQcnF
[1] https://lnkd.in/eJUruHE

Top URLs in Tweet in G9:
[10] https://www.youtube.com/watch?v=kdlIINMdOOU&feature=youtu.be

[10] https://www.zdnet.com/article/western-australias-department-of-health-to-spend-au124m-on-hybrid-cloud-shift/
[8] https://www.youtube.com/watch?v=M0KfZLW9kic&feature=youtu.be

[8] https://www.ibm.com/blogs/cloud-computing/2018/08/14/future-automating-work/?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_Digital+Business+Automation-_-WW_WW-_-Kevin+Craine+influencer+blog+post+2&cm_mmca1=000020LI&cm_mmca2=10005060
[7] https://www.youtube.com/watch?v=ZyZ9nBRGXeQ&feature=youtu.be

[6] https://buzztechy.blogspot.com/2019/03/openstack-iaas-cloud-with-open-stack.html
[5] https://www.ibm.com/blogs/cloud-computing/2018/10/29/future-customer-experience-ai/?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_Digital+Business+Automation-_-WW_WW-_-Influencer+Blog+4+-+Twitter&cm_mmca1=000020LI&cm_mmca2=10005060
[4] https://www.linkedin.com/pulse/compromise-hybrid-cloud-eric-vanderburg
[3] https://placedelit.com/logicmonitor-supervise-systeme-information-service-cloud-sans-agent/
[3] https://sematext.com/blog/best-practices-hybrid-cloud-management/

Top URLs in Tweet in G10:
[13] https://www.ibm.com/events/it-it/partycloud2019/agenda.html?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_IBM+Cloud-_-IIT_IIT-_-VCPITwitterxPartyCloud-agenda&cm_mmca1=000032BE&cm_mmca2=10004657
[5] https://www.ibm.com/events/it-it/partycloud2019/area.html?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_IBM+Cloud-_-IIT_IIT-_-VCPI1Q19PartyCloudCloudGarage&cm_mmca1=000032BE&cm_mmca2=10008420
[4] https://www.ibm.com/cloud-computing/it-it/smartpapers/multicloud-management/?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_IBM+Cloud-_-IIT_IIT-_-VCPI+Owned+1Q19+-+3SPmulticloud&cm_mmca1=000032BE&cm_mmca2=10008420
[3] https://www.youtube.com/watch?time_continue=11&v=Z9d5_HqOFWw
[1] https://goo.gl/KMKSV5?utm_content=87084396&utm_medium=social&utm_source=twitter&hss_channel=tw-904706175765270529
[1] https://www.zerounoweb.it/cloud-computing/hybrid-it/da-hpe-un-set-di-tool-e-servizi-per-riposizionare-le-applicazioni/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.digital4.biz/eventi/the-workplace-revolution/?utm_content=bufferb5e68&utm_medium=social&utm_source=twitterd360&utm_campaign=buffer
[1] https://www.ibm.com/events/it-it/partycloud2019/?cm_mmc=Email_External-_-Hybrid+Cloud_IBM+Cloud-_-IIT_IIT-_-EmailDigital360&cm_mmca1=000032BE&cm_mmca2=10008420&utm_content=bufferc9c34&utm_medium=social&utm_source=twitterd360&utm_campaign=buffer
[1] https://goo.gl/KMKSV5?utm_content=87135864&utm_medium=social&utm_source=twitter&hss_channel=tw-4876415194
[1] https://goo.gl/e9gi9s?utm_content=87100811&utm_medium=social&utm_source=twitter&hss_channel=tw-4876415194

Top Domains
Top Domains in Tweet in Entire Graph:
[215] lnkd.in
[209] ibm.com
[187] dy.si
[125] ziftsolutions.com
[81] ciodive.com
[76] twitter.com
[63] t.co
[63] zdnet.com
[60] microsoft.com
[57] ibm.biz

Top Domains in Tweet in G1:
[146] lnkd.in
[102] dy.si
[46] techrepublic.com
[44] ibm.com
[26] microsoft.com
[20] techtarget.com
[19] citrix.com
[19] co.uk
[19] cio.com
[18] zdnet.com

Top Domains in Tweet in G2:
[53] ibm.com
[42] ibm.biz
[36] ibmbigdatahub.com
[13] redhat.com
[7] lnkd.in
[7] dlvr.it
[6] themsphub.com
[6] datamation.com
[5] twitter.com
[3] convergetp.com

Top Domains in Tweet in G3:
[52] ciodive.com
[21] microsoft.com
[11] dynatrace.com
[8] po.st
[7] lnkd.in
[3] openstack.org
[2] youtube.com
[2] dy.si
[2] inkwoodresearch.com
[2] itprotoday.com

Top Domains in Tweet in G4:
[105] ziftsolutions.com
[16] vmware.com
[8] google.com
[7] radian6.com
[4] shi.com
[3] ibm.com
[2] dy.si
[2] brighttalk.com
[2] youtube.com
[2] lnkd.in

Top Domains in Tweet in G5:
[6] datastax.com
[5] wsta.org
[2] gartner.com
[2] actian.com
[2] okt.to
[1] constellationr.com
[1] crn.com
[1] f2fevents.com
[1] twitter.com
[1] dy.si

Top Domains in Tweet in G6:
[39] hpe.com
[34] t.co
[12] cio.com
[8] dy.si
[8] twitter.com
[6] bit.ly
[5] cvent.com
[4] dzone.com
[4] enterprisersproject.com
[3] ibm.com

Top Domains in Tweet in G7:
[33] ibm.com
[12] ziftsolutions.com
[10] eweek.com
[9] feedburner.com
[8] twitter.com
[7] tatacommunications.com
[6] businesswire.com
[6] po.st
[5] prnewswire.com
[4] ibmbigdatahub.com

Top Domains in Tweet in G8:
[22] raconteur.net
[4] po.st
[4] biztechmagazine.com
[3] brighttalk.com
[2] lnkd.in
[1] zdnet.com
[1] meritalk.com
[1] uscybersecurity.net
[1] dzone.com
[1] twitter.com

Top Domains in Tweet in G9:
[27] youtube.com
[13] ibm.com
[10] zdnet.com
[8] dlvr.it
[7] sys-con.com
[6] blogspot.com
[6] twitter.com
[5] placedelit.com
[5] linkedin.com
[4] storagenewsletter.com

Top Domains in Tweet in G10:
[25] ibm.com
[4] goo.gl
[3] youtube.com
[3] twitter.com
[1] zerounoweb.it
[1] digital4.biz
[1] vmware.com
[1] hearnow.com
[1] theinnovationgroup.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1014] cloud
[499] hybridcloud
[260] hybrid
[222] ai
[133] azure
[125] multicloud
[123] ibm
[114] partycloud
[94] aws
[92] hpe



Top Hashtags in Tweet in G1:
[230] cloud
[101] hybridcloud
[79] hybrid
[46] aws
[31] multicloud
[27] azure
[24] cloudcomputing
[19] webinar
[18] vmware
[17] ibmcloud

Top Hashtags in Tweet in G2:
[115] ai
[74] cloud
[40] security
[34] baremetal
[32] hybridcloud
[25] business
[21] datascience
[19] ibmcloud
[19] cybersecurity
[17] data

Top Hashtags in Tweet in G3:
[78] hybridcloud
[30] azure
[24] cloud
[15] dynatrace
[9] 5g
[9] networking
[7] azurestack
[6] hybrid
[5] winserv
[4] askhybridexperts

Top Hashtags in Tweet in G4:
[12] cloud
[10] vmwonaws
[6] saponvmware
[4] vmware
[4] cloudsummitx
[3] hybridcloud
[2] gilleschekroun
[2] aws
[2] tech
[2] awssummit

Top Hashtags in Tweet in G5:
[23] cloud
[14] gartnerda
[10] data
[8] hybridcloud
[6] hybrid
[5] datastax
[5] multicloud
[5] it
[4] enterprise
[4] edge

Top Hashtags in Tweet in G6:
[92] hybridcloud
[75] hpe
[53] hpemsft
[49] cloud
[39] azurestack
[25] digitaltransformation
[24] microsoft
[20] azure
[20] multicloud
[18] hybrid

Top Hashtags in Tweet in G7:
[89] cloud
[33] hybrid
[31] cee19
[24] ibm
[14] tatacomms
[13] azure
[8] microsoft
[7] opensource
[7] ai
[7] azurestack

Top Hashtags in Tweet in G8:
[25] cloud
[9] ec19
[7] cloudcomputing
[7] hybridcloud
[4] onpremises
[3] content
[3] hybrid
[1] ibmcloud
[1] multicloud
[1] webinar

Top Hashtags in Tweet in G9:
[53] cloud
[40] devops
[32] hybridcloud
[27] ai
[26] serverless
[26] bigdata
[25] kubernetes
[24] docker
[21] containers
[21] cio

Top Hashtags in Tweet in G10:
[113] partycloud
[45] ibm
[43] cloud
[32] iot
[21] mdw19
[20] cognitive
[20] milanodigitalweek
[18] multicloud
[18] ibmcloud
[18] intelligenzaurbana

Top Words
Top Words in Tweet in Entire Graph:
[3856] Words in Sentiment List#1: Positive
[5551] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[99927] Non-categorized Words
[109334] Total Words
[4919] cloud
[3636] hybrid
[504] ibm
[501] hybridcloud
[501] data

Top Words in Tweet in G1:
[1266] cloud
[906] hybrid
[156] security
[102] hybridcloud
[93] data
[88] more
[77] infrastructure
[76] multi
[75] vmware
[74] aws

Top Words in Tweet in G2:
[371] cloud
[210] hybrid
[199] ibm
[174] ibmcloud
[158] ai
[113] business
[83] enterprise
[73] vmware
[72] ibmanalytics
[71] new

Top Words in Tweet in G3:
[211] hybrid
[192] cloud
[164] azure
[78] hybridcloud
[72] learn
[66] microsoft
[61] free
[55] register
[55] successful
[54] strategies

Top Words in Tweet in G4:
[207] hybrid
[202] cloud
[140] vmware
[116] discover
[114] fastest
[114] path
[114] seamless
[39] now
[38] running
[34] platform

Top Words in Tweet in G5:
[314] datastax
[204] cloud
[177] hybrid
[156] enterprise
[96] up
[96] unlock
[96] potential
[95] date
[93] follow
[93] stay

Top Words in Tweet in G6:
[292] cloud
[218] hybrid
[144] hpe
[93] hybridcloud
[76] microsoft
[75] azure
[53] hpemsft
[52] s
[49] summit
[40] right

Top Words in Tweet in G7:
[184] cloud
[123] hybrid
[41] ibm
[34] azure
[34] strategy
[32] frost_sullivan
[31] cee19
[30] cloudexpoeurope
[29] leadership
[27] tata_comm

Top Words in Tweet in G8:
[137] cloud
[77] right
[69] moving
[69] solution
[68] more
[68] departments
[68] data
[68] solutions
[68] knowing
[56] antgrasso

Top Words in Tweet in G9:
[185] cloud
[149] hybrid
[51] cloudexpo
[51] devops
[45] serverless
[32] hybridcloud
[29] ai
[29] experts
[28] kubernetes
[28] automation

Top Words in Tweet in G10:
[148] di
[136] il
[113] partycloud
[98] cloud
[86] e
[82] ibmitalia
[75] per
[66] reloaded
[64] è
[63] ibm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2540] hybrid,cloud
[271] multi,cloud
[179] cloud,hybrid
[179] hybrid,multi
[151] cloud,strategy
[149] datastax,enterprise
[137] best,practices
[126] seamless,hybrid
[125] discover,fastest
[125] fastest,path

Top Word Pairs in Tweet in G1:
[628] hybrid,cloud
[70] cloud,security
[69] multi,cloud
[64] cloud,hybrid
[44] hybrid,multi
[37] cloud,infrastructure
[37] cloud,environments
[34] cloud,strategy
[28] cloud,computing
[28] 9,7

Top Word Pairs in Tweet in G2:
[160] hybrid,cloud
[88] ibm,cloud
[68] cloud,strategy
[67] take,advantage
[66] advantage,hybrid
[66] strategy,seamlessly
[66] seamlessly,migrating
[66] migrating,enterprise
[66] enterprise,vmware
[66] vmware,workloads

Top Word Pairs in Tweet in G3:
[152] hybrid,cloud
[54] register,free
[54] free,learn
[52] azure,register
[46] microsoft,positioned
[46] positioned,itself
[45] itself,hybrid
[45] cloud,leadership
[44] leadership,ciodive
[39] azure,hybridcloud

Top Word Pairs in Tweet in G4:
[189] hybrid,cloud
[114] discover,fastest
[114] fastest,path
[114] path,seamless
[114] seamless,hybrid
[112] cloud,vmware
[36] now,running
[31] powerful,hybrid
[31] cloud,platform
[31] platform,vmwcf

Top Word Pairs in Tweet in G5:
[163] hybrid,cloud
[147] datastax,enterprise
[94] potential,hybrid
[94] cloud,datastax
[93] unlock,potential
[93] enterprise,follow
[93] follow,stay
[93] stay,up
[93] up,date
[93] date,latest

Top Word Pairs in Tweet in G6:
[184] hybrid,cloud
[31] cloud,summit
[29] right,mix
[26] microsoft,azure
[25] hpe,microsoft
[22] hpe,s
[20] azure,stack
[17] mix,advisor
[17] registrati,all'hybrid
[17] all'hybrid,cloud

Top Word Pairs in Tweet in G7:
[90] hybrid,cloud
[25] product,line
[25] line,strategy
[25] strategy,leadership
[25] leadership,award
[23] cloud,services
[14] stand,c2140
[14] frost_sullivan,2019
[14] 2019,product
[13] cloud,infrastructure

Top Word Pairs in Tweet in G8:
[68] more,departments
[68] departments,moving
[68] moving,cloud
[68] cloud,data
[68] data,solutions
[68] solutions,knowing
[68] knowing,solution
[68] solution,right
[56] right,business
[50] antgrasso,more

Top Word Pairs in Tweet in G9:
[112] hybrid,cloud
[26] cloud,cloudexpo
[25] conference,chair
[25] chair,roger
[25] roger,strukhoff
[22] devops,docker
[22] cloud,cio
[20] docker,kubernetes
[20] experts,live
[20] live,usa

Top Word Pairs in Tweet in G10:
[66] partycloud,reloaded
[44] 14,marzo
[30] il,14
[28] hybrid,cloud
[26] aspetta,partycloud
[23] il,cloud
[21] ti,aspetta
[18] partycloud,per
[18] iot,cloud
[15] per,sessione

Top Replied-To
Top Replied-To in Entire Graph:
@apc_channels
@scautomation
@hpe
@redstor
@iquate
@girlgerms
@jimcramer
@hpe_fr
@yosiacs
@redhat

Top Replied-To in G2:
@redhat

Top Replied-To in G3:
@girlgerms
@jimcramer
@otterfaseowl
@azure

Top Replied-To in G4:
@flexvirtualnl
@saponvmware

Top Replied-To in G5:
@datastax

Top Replied-To in G6:
@hpe
@iquate
@hpe_fr
@hpe_techsvcs

Top Replied-To in G10:
@ibmitalia
@ezioviola

Top Mentioned
Top Mentioned in Entire Graph:
@datastax
@ibmcloud
@azure
@vmware
@ibmitalia
@ibmanalytics
@purestorage
@antgrasso
@ciodive
@masergy

Top Mentioned in G1:
@hybrid_ts
@hybrid_circle
@dougbrowndba
@duluth1
@kahootz
@tvbroadcast

Top Mentioned in G2:
@ibmcloud
@ibmanalytics
@ibmwatson
@ibmnews
@redhat
@ibmpartners
@harrietgreen1
@openshiftcommon
@ibmdeveloper
@envoyproxy

Top Mentioned in G3:
@azure
@ciodive
@julwhite
@awscloud
@msftmechanics
@grabnerandi
@windowsserver
@delltech
@dynatrace
@spoonen

Top Mentioned in G4:
@vmware
@vmwcf
@vxrail
@vmwarevsan
@ybhighheels
@vmwarecloudaws
@cloudjens
@vmwarecloud
@osterholta
@vmw

Top Mentioned in G5:
@datastax
@gartner_inc
@nheudecker
@ehtisham_zaidi
@actiancorp
@roundtowertech
@databeyer
@1025connect
@pfnash
@grazie1110

Top Mentioned in G6:
@hpe
@microsoft
@hpe_convergeddi
@chrispman01
@cioonline
@azure
@hpe_it
@hpe_techsvcs
@danielnewmanuv
@renggli_urs

Top Mentioned in G7:
@cloudexpoeurope
@tata_comm
@frost_sullivan
@ibm_uk_news
@cloudgatewayltd
@mark_osborn
@azure
@mattliebowitz
@kaiwaehner
@nginx

Top Mentioned in G8:
@antgrasso
@evankirstel
@raconteur
@a
@biztechmagazine
@alexanderschir1
@ziaconsulting
@asgtec
@celinedarnet_
@carvana

Top Mentioned in G9:
@cloudexpo
@expertsliveus
@platform9sys
@striimteam
@evanderburg
@sfeldman0
@kubesummit
@suse
@ansonmccadeaus
@bigswitch

Top Mentioned in G10:
@ibmitalia
@mbellini3
@int4things
@nicboldrini
@lzerminiani
@gpiziarte
@lzermiani
@digital360group
@ltausel
@alex_lavolpe

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@robre62
@nosqldigest
@atsocialmediauk
@feedjunkie
@evankirstel
@eggry
@prpnews
@mrcoollooking75
@razzletazzlemag

Top Tweeters in G1:
@feedjunkie
@prpnews
@razzletazzlemag
@angeldavitkov
@superfabis
@pcexpander
@coinspectator
@ls_ia_ad
@yvesmulkers
@stockgurudotcom

Top Tweeters in G2:
@mrcoollooking75
@zimei_no_ri
@calcaware
@trippbraden
@moveover4me2
@techcrunch
@ashot_
@lesexdanslacite
@tmmmarshall
@silentseawolf

Top Tweeters in G3:
@eggry
@releaseteam
@marypcbuk
@ceektechnology
@andyfussel
@680news
@darab13
@bohmecorinna
@supernovaelite2
@jimcramer

Top Tweeters in G4:
@stevenmroberts
@technowornever
@ddebroy84
@lamw
@netdynamicsinc
@vmware
@smbgurus
@datacenter
@shannonrhulbert
@networkworld

Top Tweeters in G5:
@andrewmorrisuk
@marychuy13
@sajid_monsoori
@bluesake
@davidbolqvadze
@robshiveley
@stephenshitoshe
@imillerpr
@joocarlosprado6
@lisbeth9573

Top Tweeters in G6:
@sectest9
@shellykramer
@darrenculbreath
@oablanchard
@markmcardle
@danielnewmanuv
@estherschindler
@lightifyco1
@altcoinbadger
@theiotwarehouse

Top Tweeters in G7:
@thecloudnetwork
@opineit
@vcloud_storage
@aldo_zaffalon
@barron_nel
@eweeknews
@abubakarmundir
@frost_sullivan
@juliansmallman
@ozyind

Top Tweeters in G8:
@evankirstel
@colorstreamedia
@padididit
@2601manish
@thehipposhoe
@mench90
@digitalogi
@gadiooumoul
@elijahuwas
@dzone

Top Tweeters in G9:
@fintechna
@evanderburg
@machinelearn_d
@crm_cws_cloud
@santchiweb
@cloudexpo
@kubesummit
@cool_golang
@expoai
@bigdataexpo

Top Tweeters in G10:
@robre62
@italiastartup_
@medicojunghiano
@designthinkbot
@gpiziarte
@marcolorux
@grazianig
@manonmidire
@mada47brancale
@cucinel


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