#cloud, Twitter, 5/4/2021 9:05:02 PM, 254124


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#cloud_2021-05-03_23-13-46.xlsx
#cloud_2021-05-03_23-13-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 04, 2021
Short Description:
#cloud via NodeXL https://bit.ly/33sCRO5
@pythonexpertbot
@chidambara09
@ronald_vanloon
@ingliguori
@oracle
@paula_piccard
@fabriziobustama
@yuyellowy
@cybersec_feeds
@eli_krumova

Top hashtags:
#cloud
#ai
#cybersecurity
#datascience
#iot
#bigdata
#100daysofcode

Description:
Description
The graph represents a network of 4,399 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 04 May 2021 at 06:30 UTC.

The requested start date was Sunday, 02 May 2021 at 00:01 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, 4-hour, 38-minute period from Thursday, 29 April 2021 at 19:23 UTC to Sunday, 02 May 2021 at 00:01 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 4399
Unique Edges : 3935
Edges With Duplicates : 12304
Total Edges : 16239
Number of Edge Types : 5
Retweet : 4880
MentionsInRetweet : 6618
Mentions : 2512
Tweet : 2185
Replies to : 44
Self-Loops : 2329
Reciprocated Vertex Pair Ratio : 0.0197253068381064
Reciprocated Edge Ratio : 0.0386874910445623
Connected Components : 842
Single-Vertex Connected Components : 510
Maximum Vertices in a Connected Component : 2789
Maximum Edges in a Connected Component : 13904
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.490634
Graph Density : 0.000360731453187974
Modularity : 0.365258
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,399 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 04 May 2021 at 06:30 UTC.

The requested start date was Sunday, 02 May 2021 at 00:01 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, 4-hour, 38-minute period from Thursday, 29 April 2021 at 19:23 UTC to Sunday, 02 May 2021 at 00:01 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cloud
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:
[2] https://sites.ziftsolutions.com/qlik.ziftsolutions.com/0000000056e7a7df01570627b2ed3c9a?cid=8a99838b791f31e201791f7c6b9109a8&g=1&url=https%3A%2F%2Fstatic.ziftsolutions.com%2Ffiles%2F8a9983e17615ed0401761f98a9193fe8%2FTop_Cloud_Data_Warehouses_for_the_Enterprise.pdf
[1] https://www.outsystems.com/blog/posts/cloud-innovation-summit/?sharer_userID=8a9c65c3-226d-4369-bb0d-a45d4fadc78b&utm_term=standard&utm_content=everyonesocial&utm_medium=social&utm_campaign=employee_advocacy&es_id=d11986318c&utm_source=twitter&es_id=95cf3b3601
[1] https://www.cloudmoyo.com/industry-perspective/decision-analytics-ip/leveraging-microsoft-power-bi-in-the-aec-industry-to-automate-financial-functions/?utm_campaign=Power%20BI%20Q4&utm_content=164826952&utm_medium=social&utm_source=twitter&hss_channel=tw-3166614452
[1] https://www.xmcyber.com/bankingclub-online-forum-join-xm-cyber-to-learn-how-to-protect-your-organizations-most-critical-assets/?utm_campaign=BLOG%20-%20BANKINGCLUB2&utm_content=163293525&utm_medium=social&utm_source=twitter&hss_channel=tw-954069116398329856
[1] https://sites.ziftsolutions.com/hp.ziftsolutions.com/8a9982fe72176573017218c376025e7e?cid=8a9983ca7923cd49017923f4d0820460&url=https%3A%2F%2Fwww.microfocus.com%2Fen-us%2Fassets%2Fit-operations-management%2Fsix-things-you-need-for-service-aware-monitoring-that-your-cloud-provider-wont-provide-analyst-paper
[1] https://sites.ziftsolutions.com/atlassian.ziftsolutions.com/ff80818164a628c50164c76ba8cc66e6?cid=8a9982fe791e630301791e977e742650&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fforbestechcouncil%2F2021%2F04%2F13%2Fkeeping-the-lights-on-during-your-cloud-journey%2F%3Fsh%3D252bc1315402
[1] https://sites.ziftsolutions.com/qlik.ziftsolutions.com/ff808181638850bb0163accd44a9391a?cid=8a9982e67918f1b4017919a3569805cd&g=1&url=https%3A%2F%2Fstatic.ziftsolutions.com%2Ffiles%2F8a9983e17615ed0401761f98a9193fe8%2FTop_Cloud_Data_Warehouses_for_the_Enterprise.pdf
[1] https://sites.ziftsolutions.com/atlassian.ziftsolutions.com/8a9982ab6708a70301670919e5c92b60?cid=8a99826d791f33b701791f8a15c1046e&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fforbestechcouncil%2F2021%2F04%2F13%2Fkeeping-the-lights-on-during-your-cloud-journey%2F%3Fsh%3D252bc1315402
[1] https://www.sap.com/assetdetail/2020/10/7872939e-b57d-0010-87a3-c30de2ffd8ff.html?source=social-Global-SAPChemicals-TWITTER-MarketingCampaign-Training_Enablement-unspecified-Chemicals-IEMcKinsey-IntelligentEnterprise-spr-4766249875&campaigncode=CRM-IM20-XSS-IC_UMTLSOC
[1] https://community.microfocus.com/t5/Information-Management-and/At-your-service-even-smarter-content-management/ba-p/2869637?utm_source=socialmedia&utm_medium=social&utm_campaign=00164963&utm_campaign=socialmedia&utm_source=315541&utm_medium=twitter&es_p=13558383

Top URLs in Tweet in G1:
[1] https://www.xmcyber.com/bankingclub-online-forum-join-xm-cyber-to-learn-how-to-protect-your-organizations-most-critical-assets/?utm_campaign=BLOG%20-%20BANKINGCLUB2&utm_content=163293525&utm_medium=social&utm_source=twitter&hss_channel=tw-954069116398329856
[1] https://www.ibm.com/thought-leadership/institute-business-value/report/cloud-security-cyber-resilience?utm_medium=OSocial&utm_source=Twitter&utm_content=000038GP&utm_term=10012001&utm_id=creative-landscape-animated-graphic-textstat-maturecloudsecurity-gif-blackandblue&social_post=4650805272&linkId=114253053

Top URLs in Tweet in G2:
[2] https://sites.ziftsolutions.com/qlik.ziftsolutions.com/0000000056e7a7df01570627b2ed3c9a?cid=8a99838b791f31e201791f7c6b9109a8&g=1&url=https%3A%2F%2Fstatic.ziftsolutions.com%2Ffiles%2F8a9983e17615ed0401761f98a9193fe8%2FTop_Cloud_Data_Warehouses_for_the_Enterprise.pdf
[1] https://pages.awscloud.com/GLOBAL-multi-DL-gartner-mq-cloud-dbms-2020-learn.html?sc_channel=sm&sc_campaign=AR_gartner-mq-cdbms-2020&sc_publisher=TWITTER&sc_country=Global,Global+(Public+Sector+Users)&sc_geo=GLOBAL&sc_outcome=acquisition&trkCampaign=WW-FY20-AR-104-gartner-mq-cdbms_Download_Report&trk=sm_a134p000006gS9wAAE_TWITTER&sc_content=CDBMSMQ2020&linkId=113175665
[1] https://sites.ziftsolutions.com/atlassian.ziftsolutions.com/8a99828569a5bd8e0169b68c77da7baf?cid=8a99823b791c04eb01791e3be3b94a91&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fforbestechcouncil%2F2021%2F04%2F13%2Fkeeping-the-lights-on-during-your-cloud-journey%2F%3Fsh%3D252bc1315402
[1] https://sites.ziftsolutions.com/atlassian.ziftsolutions.com/8a9983456d4610fb016d48e399d26ae7?cid=8a99823b791c04eb01791e4090584d6b&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fforbestechcouncil%2F2021%2F04%2F13%2Fkeeping-the-lights-on-during-your-cloud-journey%2F%3Fsh%3D252bc1315402
[1] https://sites.ziftsolutions.com/atlassian.ziftsolutions.com/ff808181646165d4016464f1b9084851?cid=8a9983f6791cd48901791e32dfa6623c&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fforbestechcouncil%2F2021%2F04%2F13%2Fkeeping-the-lights-on-during-your-cloud-journey%2F%3Fsh%3D252bc1315402
[1] https://sites.ziftsolutions.com/atlassian.ziftsolutions.com/ff8081816439bd2601645a469bb86070?cid=8a9983f6791cd48901791e3769e262c4&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fforbestechcouncil%2F2021%2F04%2F13%2Fkeeping-the-lights-on-during-your-cloud-journey%2F%3Fsh%3D252bc1315402
[1] https://sites.ziftsolutions.com/atlassian.ziftsolutions.com/8a9982bc705d1be001705f0ff9db2379?cid=8a99823b791c04eb01791e3bea9a4a9c&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fforbestechcouncil%2F2021%2F04%2F13%2Fkeeping-the-lights-on-during-your-cloud-journey%2F%3Fsh%3D252bc1315402
[1] https://www.microfocus.com/en-us/press-room/press-releases/2021/micro-focus-partners-with-citadel-to-deliver-saas-based-content-management-solution?utm_source=socialmedia&utm_medium=social&utm_campaign=00164963&utm_campaign=socialmedia&utm_source=207031&utm_medium=twitter&es_p=13559268
[1] https://app.work4labs.com/w4d/job-redirect/424790094303848/140314220?data=slashref___job_distributor_id%2F81129%2Fuid%2F1863018867051525%2Flanguage%2Fen%2Fnetwork%2Ftwitter%2Fpost_id%2Ff0d2a8bca4b8312a1e2558409755030cef9abf09&no_card=1&ref=distributor_share
[1] https://www.comptia.org/blog/speeding-up-cloud-services-with-sd-wan?utm_source=twitter&utm_medium=organic_social&utm_campaign=social_certs_CloudServicesSDWan_Blog&utm_compid=organic_social-twitter-blogsongoing-social_certs_CloudServicesSDWan_Blog-na-na-na-B2C

Top URLs in Tweet in G3:
[1] https://sites.ziftsolutions.com/hp.ziftsolutions.com/8a9982fe72176573017218c376025e7e?cid=8a9983ca7923cd49017923f4d0820460&url=https%3A%2F%2Fwww.microfocus.com%2Fen-us%2Fassets%2Fit-operations-management%2Fsix-things-you-need-for-service-aware-monitoring-that-your-cloud-provider-wont-provide-analyst-paper
[1] https://www.capgemini.com/in-en/service/business-services/optimize-your-supply-chain-and-vendor-performance/digital-procurement-services/?utm_source=Twitter&utm_medium=social&utm_campaign=SERVICE&utm_content=SERVICE_OPTIMIZE_YOUR_SUPPLY_CHAIN_AND_VENDOR_PERFORMANCE_DIGITAL_PROCUREMENT_SERVICES_link
[1] https://www.microfocus.com/en-us/press-room/press-releases/2021/micro-focus-partners-with-citadel-to-deliver-saas-based-content-management-solution?utm_source=socialmedia&utm_medium=social&utm_campaign=00164963&utm_campaign=socialmedia&utm_source=315541&utm_medium=twitter&es_p=13558385
[1] https://community.microfocus.com/t5/Information-Management-and/At-your-service-even-smarter-content-management/ba-p/2869637?utm_source=socialmedia&utm_medium=social&utm_campaign=00164963&utm_campaign=socialmedia&utm_source=315541&utm_medium=twitter&es_p=13558383
[1] https://futurumresearch.com/research-notes/rackspace-elastic-engineering-unleashed-with-a-goal-of-transforming-cloud-managed-services/?utm_source=rss&utm_medium=rss&utm_campaign=rackspace-elastic-engineering-unleashed-with-a-goal-of-transforming-cloud-managed-services
[1] https://sites.ziftsolutions.com/hp.ziftsolutions.com/8a1482a25135b28b015163a703910e44?cid=8a9983c779199c6701791a4870153a28&url=https%3A%2F%2Fwww.microfocus.com%2Fen-us%2Fassets%2Fit-operations-management%2Fsix-things-you-need-for-service-aware-monitoring-that-your-cloud-provider-wont-provide-analyst-paper

Top URLs in Tweet in G5:
[1] https://www.outsystems.com/blog/posts/cloud-innovation-summit/?sharer_userID=8a9c65c3-226d-4369-bb0d-a45d4fadc78b&utm_term=standard&utm_content=everyonesocial&utm_medium=social&utm_campaign=employee_advocacy&es_id=d11986318c&utm_source=twitter&es_id=95cf3b3601
[1] https://www.aboutamazon.com/news/aws/the-deceptively-simple-origins-of-aws?sc_channel=sm&sc_campaign=Press_Releases&sc_publisher=TWITTER&sc_country=Global,Global+(Public+Sector+Users),Global+(EMEA+users),Global+(APAC+users),Global+(LATAM+users)&sc_geo=GLOBAL&sc_outcome=awareness&trkCampaign=PRContent&trk=PublicRelations_TWITTER&sc_content=PRContent&sc_category=Amazon+Simple+Storage+Service+(Amazon+S3)&linkId=117303210

Top URLs in Tweet in G6:
[1] https://sites.ziftsolutions.com/atlassian.ziftsolutions.com/ff80818164a628c50164c76ba8cc66e6?cid=8a9982fe791e630301791e977e742650&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fforbestechcouncil%2F2021%2F04%2F13%2Fkeeping-the-lights-on-during-your-cloud-journey%2F%3Fsh%3D252bc1315402

Top URLs in Tweet in G10:
[1] https://www.delltechnologies.com/en-us/events/delltechnologiesworld/sessions.htm?dgc=SM&cid=170852&lid=spr4772275429&RefID=dtw21_spr4772275429&linkId=117516303#/schedule/all/filter/session-type:birds-of-a-feather,ask-the-experts,interactive-demo,hands-on-lab&business-topics:cloud---public-private-hybrid-multicloud/text/all

Top Domains
Top Domains in Tweet in Entire Graph:
[142] dy.si
[117] twitter.com
[111] linkedin.com
[98] amazon.com
[87] kdnuggets.com
[80] youtube.com
[78] blogspot.com
[77] microsoft.com
[68] medium.com
[63] ibm.com

Top Domains in Tweet in G1:
[44] ibm.com
[41] blogspot.com
[39] robtiffanydigital.com
[33] getinfosec.news
[24] skillshare.com
[21] johannesdrooghaag.com
[20] malwaredevil.com
[19] weforum.org
[18] europa.eu
[18] 5stocksinto.com

Top Domains in Tweet in G2:
[37] linkedin.com
[22] instagram.com
[22] ziftsolutions.com
[22] clickasnap.com
[16] goo.gl
[13] youtube.com
[13] vultr.com
[9] twitter.com
[9] okt.to
[8] microsoft.com

Top Domains in Tweet in G3:
[51] logiciels.pro
[48] hpe.com
[36] 7wdata.be
[23] infoworld.com
[17] microsoft.com
[16] forbes.com
[16] build5nines.com
[13] linkedin.com
[12] amazon.com
[12] youtube.com

Top Domains in Tweet in G4:
[73] kdnuggets.com
[67] amazon.com
[59] twitter.com
[40] medium.com
[37] microsoft.com
[36] africanaffairsradio.com
[34] coruzant.com
[30] blogspot.com
[30] wmk-it.net
[28] towardsdatascience.com

Top Domains in Tweet in G5:
[16] cube365.net
[7] venturebeat.com
[7] twitter.com
[6] constellationr.com
[5] outsystems.com
[5] trendmicro.com
[4] youtu.be
[4] redhat.com
[4] citrix.com
[3] okt.to

Top Domains in Tweet in G6:
[100] dy.si
[16] oracle.com
[7] ziftsolutions.com
[7] transformation-blog.de
[5] github.com
[4] smartdatacollective.com
[4] ecwid.com
[4] bit.ly
[2] youtube.com
[2] atimesolutions.com

Top Domains in Tweet in G7:
[2] instagram.com
[1] patreon.com

Top Domains in Tweet in G8:
[10] pentesteracademy.com
[7] issquaredinc.com
[5] conosur.tech
[4] microsoft.com
[4] okt.to
[3] linkedin.com
[3] capacitymedia.com
[2] twitter.com
[2] stanislas.io
[2] meetup.com

Top Domains in Tweet in G9:
[1] youtube.com

Top Domains in Tweet in G10:
[26] voicestorm.com
[8] linkedin.com
[3] siliconangle.com
[2] delltechnologies.com
[2] idga.org
[2] yahoo.com
[1] dell.to
[1] infosecurity-magazine.com
[1] venturebeat.com
[1] fedscoop.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5202] cloud
[1320] ai
[888] cybersecurity
[758] datascience
[684] iot
[667] bigdata
[641] 100daysofcode
[575] machinelearning
[519] data
[465] security



Top Hashtags in Tweet in G1:
[1011] cloud
[506] cybersecurity
[430] ai
[302] iot
[253] bigdata
[252] security
[241] infosec
[236] digitaltransformation
[234] machinelearning
[204] phishing

Top Hashtags in Tweet in G2:
[610] cloud
[66] sky
[38] nature
[32] cloudcomputing
[29] aws
[28] azure
[28] data
[25] tech
[22] security
[22] ai

Top Hashtags in Tweet in G3:
[791] cloud
[210] ai
[79] bigdata
[61] data
[60] datascience
[60] cloudcomputing
[60] mobile
[59] saas
[58] aws
[55] code

Top Hashtags in Tweet in G4:
[730] cloud
[528] datascience
[511] 100daysofcode
[510] ai
[320] python
[284] devops
[279] cybersecurity
[277] bigdata
[270] machinelearning
[270] devcommunity

Top Hashtags in Tweet in G5:
[152] cloud
[25] opensource
[19] ai
[17] rhsummit
[13] hybridcloud
[12] iot
[10] thecube
[10] enterprisetech
[10] edge
[8] devops

Top Hashtags in Tweet in G6:
[190] cloud
[55] hr
[22] hcm
[20] security
[12] ai
[7] job
[7] business
[7] management
[7] culture
[6] software

Top Hashtags in Tweet in G7:
[188] ff7r
[186] cloud
[159] clerith
[157] aerith
[148] クラエア
[107] ffviiremake
[76] finalfantasy7remake
[62] ffviir
[55] ff7
[51] finalfantasy

Top Hashtags in Tweet in G8:
[105] cloud
[22] azure
[14] ai
[13] cloudcomputing
[12] msbizappssummit
[10] technology
[10] cybersecurity
[10] conosurtech
[9] microsoft
[7] aws

Top Hashtags in Tweet in G9:
[29] cloud
[13] weather
[11] sky
[9] sea
[7] stormhour
[7] sunrise
[7] dawn
[5] harbour
[4] vmweather
[3] photography

Top Hashtags in Tweet in G10:
[60] cloud
[26] cdwsocial
[7] delltechworld
[7] contactcenter
[6] dataanalytics
[4] cybersecurity
[4] hybridcloud
[3] finserv
[3] manufacturing
[3] cyber

Top Words
Top Words in Tweet in Entire Graph:
[5210] #cloud
[1365] cloud
[1320] #ai
[888] #cybersecurity
[756] #datascience
[684] #iot
[667] #bigdata
[641] #100daysofcode
[575] #machinelearning
[557] data

Top Words in Tweet in G1:
[1014] #cloud
[506] #cybersecurity
[430] #ai
[313] ingliguori
[302] #iot
[253] #bigdata
[252] #security
[241] #infosec
[236] #digitaltransformation
[234] #machinelearning

Top Words in Tweet in G2:
[610] #cloud
[183] cloud
[66] #sky
[55] more
[44] learn
[43] data
[38] #nature
[32] #cloudcomputing
[29] #aws
[28] #azure

Top Words in Tweet in G3:
[792] #cloud
[302] cloud
[210] #ai
[93] apps
[92] data
[87] more
[83] hosting
[82] technologies
[79] #bigdata
[79] legend

Top Words in Tweet in G4:
[732] #cloud
[528] #datascience
[511] #100daysofcode
[510] #ai
[320] #python
[284] #devops
[279] #cybersecurity
[277] #bigdata
[270] #machinelearning
[270] #devcommunity

Top Words in Tweet in G5:
[152] #cloud
[39] awscloud
[33] cloud
[25] #opensource
[23] data
[20] redhat
[19] #ai
[18] more
[17] amazon
[17] thecube

Top Words in Tweet in G6:
[190] #cloud
[132] oracle
[55] #hr
[52] cloud
[51] industry
[46] healthcare
[45] kaiser
[45] permanente
[45] aboutkp
[43] help

Top Words in Tweet in G7:
[188] #ff7r
[186] #cloud
[159] #clerith
[157] #aerith
[148] #クラエア
[107] #ffviiremake
[76] #finalfantasy7remake
[62] #ffviir
[56] yuyellowy
[55] #ff7

Top Words in Tweet in G8:
[105] #cloud
[40] azure
[24] learn
[23] cloud
[22] microsoft
[22] join
[20] #azure
[17] more
[16] build
[14] #ai

Top Words in Tweet in G9:
[29] #cloud
[16] evening
[15] thephotohour
[15] west
[14] lothian
[13] #weather
[13] jgilchrist13
[13] weather
[11] #sky
[9] early

Top Words in Tweet in G10:
[60] #cloud
[26] #cdwsocial
[21] five9
[15] cloud
[10] ciodive
[10] delltechcloud
[9] cdwcorp
[9] data
[9] design
[8] adoption

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[195] #devcommunity,#100daysofcode
[193] #ai,#cloud
[192] coffee,talk
[190] #devops,#devsecops
[189] #cybersecurity,#datascience
[188] #digitaltransformation,#cloud
[184] #datascience,#javascript
[183] #trends,#futureofwork
[183] #futureofwork,#devops
[183] #devsecops,#appsec

Top Word Pairs in Tweet in G1:
[138] #privacy,#phishing
[136] #digitaltransformation,#cloud
[136] #phishing,#ransomware
[123] cyber,security
[123] #riskmanagement,#privacy
[107] #ransomware,#cloud
[102] #machinelearning,#bigdata
[100] #cybersecurity,#security
[98] ingliguori,#digitaltransformation
[96] #cloud,#machinelearning

Top Word Pairs in Tweet in G2:
[28] #sky,#cloud
[19] #nature,#outdoors
[15] learn,more
[14] high,performance
[13] #cloud,#cloudcomputing
[13] deployed,high
[13] performance,cloud
[13] cloud,server
[13] server,#ilovevultr
[13] #ilovevultr,#cloud

Top Word Pairs in Tweet in G3:
[125] #ai,#cloud
[79] legend,lake
[79] lake,technologies
[70] dynamic,media
[70] media,bots
[62] technologies,websites
[62] 495,yr
[62] cloud,hosting
[57] #saas,#cloud
[54] websites,495

Top Word Pairs in Tweet in G4:
[171] #cybersecurity,#datascience
[169] #devcommunity,#100daysofcode
[169] #devops,#devsecops
[166] #datascience,#javascript
[165] #trends,#futureofwork
[165] #futureofwork,#devops
[165] #devsecops,#appsec
[165] #appsec,#cybersecurity
[165] #javascript,#devcommunity
[96] #100daysofcode,#ai

Top Word Pairs in Tweet in G5:
[11] furrier,thecube
[7] pauljcormier,redhat
[7] open,#hybridcloud
[7] #cloud,#opensource
[6] thecube,#rhsummit
[6] #rhsummit,#thecube
[6] jerome,lecat
[6] lecat,scality
[6] research,rwang0
[6] sap,4hana

Top Word Pairs in Tweet in G6:
[47] oracle,#cloud
[45] kaiser,permanente
[45] permanente,aboutkp
[41] healthcare,industry
[41] industry,giant
[41] giant,kaiser
[41] aboutkp,streamlines
[41] streamlines,#hr
[41] #hr,improves
[41] improves,employee

Top Word Pairs in Tweet in G7:
[102] #clerith,#クラエア
[91] #aerith,#cloud
[58] #クラエア,#finalfantasy7remake
[58] #finalfantasy7remake,#ffviir
[58] #ffviir,#ff7r
[58] #ff7r,#ffviiremake
[57] #cloud,#aerith
[47] #ff7r,#finalfantasy
[46] #ffviiremake,#aerith
[45] ',#clerith

Top Word Pairs in Tweet in G8:
[14] #cloud,skills
[13] starts,join
[12] countdown,starts
[12] join,#msbizappssummit
[12] #msbizappssummit,compete
[12] compete,prizes
[12] prizes,build
[12] build,#cloud
[10] learn,more
[10] whether,migrating

Top Word Pairs in Tweet in G9:
[14] west,lothian
[13] lothian,evening
[9] early,morning
[9] morning,colours
[9] #cloud,visitwicklow
[9] visitwicklow,craigophoto
[9] craigophoto,metalertireland
[9] metalertireland,bbcniweather
[8] weather,bit
[8] bit,epic

Top Word Pairs in Tweet in G10:
[10] ciodive,#cdwsocial
[7] during,#delltechworld
[7] making,moves
[6] orgs,push
[6] push,improve
[6] improve,data
[6] data,quality
[6] quality,#cloud
[6] #cloud,takes
[6] takes,center

Top Replied-To
Top Replied-To in Entire Graph:
@awscloud
@delltech
@microsoft
@marcweinbergwx
@fmfrancoise
@azuredevops
@psb_dc
@starlingx
@boelsrental

Top Replied-To in G1:
@psb_dc
@redhat
@sap

Top Replied-To in G2:
@upc_g3cloud

Top Replied-To in G3:
@marcweinbergwx
@arrcusinc
@chuckdbrooks

Top Replied-To in G4:
@awscloud
@jamesvgingerich
@grazytgrazynatt
@fmfrancoise
@cloudways
@azuredevops
@dallasfuel
@tcs
@technavio

Top Replied-To in G5:
@starlingx
@furrier
@mcafee

Top Replied-To in G8:
@microsoft

Top Mentioned
Top Mentioned in Entire Graph:
@ingliguori
@paula_piccard
@eli_krumova
@oracle
@alexrosu1989
@ronald_vanloon
@drjdrooghaag
@primeclasses_
@sallyeaves
@chidambara09

Top Mentioned in G1:
@ingliguori
@paula_piccard
@drjdrooghaag
@primeclasses_
@sallyeaves
@fabriziobustama
@eli_krumova
@antgrasso
@fogle_shane
@ronald_vanloon

Top Mentioned in G2:
@unityonecloud
@proactivoperu
@bintecelmeg_de
@volansys
@sinfoerp
@md3lda
@trinityslyle

Top Mentioned in G3:
@ronald_vanloon
@google
@legendlakenet
@paula_piccard
@gartner_inc
@shellykramer
@aichatter
@thebloorgroup
@automationanywh
@eric_kavanagh

Top Mentioned in G4:
@eli_krumova
@alexrosu1989
@ingliguori
@chidambara09
@marcusborba
@jmdevlabs
@africanaffairs
@alkayalwajdi
@paula_piccard
@kdnuggets

Top Mentioned in G5:
@awscloud
@redhat
@amazon
@thecube
@pauljcormier
@furrier
@venturebeat
@sarbjeetjohal
@ibm
@trendmicro

Top Mentioned in G6:
@oracle
@aboutkp
@oraclecloud
@patrickmoorhead
@tanium
@ronald_vanloon
@360compass
@oracleclouderp
@recursivecodes
@linux

Top Mentioned in G7:
@yuyellowy
@actuallycloud
@_unri_
@deepmuscats
@aysha_tale
@solarasona
@hollypolllyy
@akumarations
@dia_xyz
@ekala71

Top Mentioned in G8:
@azure
@microsoft
@googlecloud
@mspowerplat
@securitytube
@mscloud
@extremenetworks
@capacitymedia
@awscloud
@issquaredinc

Top Mentioned in G9:
@thephotohour
@jgilchrist13
@visitwicklow
@craigophoto
@metalertireland
@bbcniweather
@stormhour
@thestormhour
@weathercee
@dainnes67

Top Mentioned in G10:
@five9
@ciodive
@delltechcloud
@cdwcorp
@fedscoop
@sentarahealth
@ibm
@jwhitehurst
@siliconangle
@infosecuritymag

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@oldlady12345
@sectest9
@marshawright
@paoloigna1
@chidambara09
@cybersec_feeds
@robre62
@cyberdomain
@femtech_

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@cyberdomain
@bexxmodd
@cybersecurityn8
@businessinsider
@tess_blue815
@swissbusiness
@ssxman2
@calcaware

Top Tweeters in G2:
@leehillerdesign
@estream_studios
@projectpeachuk
@fmtoday
@securityaffairs
@showv3
@tuxoche
@dd_fafa_
@lopezunwired
@networkegypt

Top Tweeters in G3:
@sudeepkhatri
@evanderburg
@cristin57273685
@valaafshar
@biconnections
@marshacollier
@time
@techjunkiejh
@jacobussystems
@mrtallerjerry

Top Tweeters in G4:
@jornalistavitor
@marshawright
@chidambara09
@femtech_
@aaroncuddeback
@xaelbot
@codedailybot
@aldoceccarelli
@codernotesbot
@csa_dvillamizar

Top Tweeters in G5:
@evankirstel
@rwang0
@cnet
@fmfrancoise
@prqosjdyofn1ylj
@verge
@holgermu
@luv_mydachshund
@tmmmarshall
@venturebeat

Top Tweeters in G6:
@oldlady12345
@humanre41270855
@docandersen
@artistwhodreams
@marriott
@shaynelibby
@kurtpimentel
@workwinsave
@patrickmoorhead
@mainesahara

Top Tweeters in G7:
@imitationflower
@totorojump
@xifeuzinhownn
@lisheon
@byungsora
@athrunchan1
@zakksu
@tamameow
@_stilinskiz
@blacklbutterfly

Top Tweeters in G8:
@ml_tweet_bot
@lightifyco1
@silver305
@securitytube
@csharpcorner
@blackpeopledata
@visualstudio
@azure
@eu_commission
@awatila

Top Tweeters in G9:
@stormhour
@maryfloor
@isthisab0t
@thephotohour
@gianarnaldo79
@sharongrimes1
@giu_fabiana
@whatsonwow
@weathercee
@angie_weather

Top Tweeters in G10:
@yahoosg
@cdwgwagov
@witoldkepinski
@infosecuritymag
@usairforce
@secdevb
@daveandcori
@phoneguymark
@fedscoop
@statetech