gartner, Twitter, 12/26/2020 8:41:33 AM, 244171
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gartner_2020-12-25_14-54-43.xlsx
gartner_2020-12-25_14-54-43.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
December 26, 2020
Short Description:
gartner via NodeXL https://bit.ly/3aQtzjs
@gartner_inc
@johnrmoffitt
@cioamaro
@aerotycoon
@bombshelldaily
@wismiss3
@yaron_gartner
@secretservice
@realdonaldtrump
@gartner

Top hashtags:
#gartner
#ai
#cloud
#cybersecurity
#technology
#tech
#covid19

Description:
Description
The graph represents a network of 5,775 Twitter users whose tweets in the requested range contained "gartner", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 December 2020 at 23:11 UTC.

The requested start date was Friday, 25 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 8-day, 5-hour, 44-minute period from Wednesday, 16 December 2020 at 19:16 UTC to Friday, 25 December 2020 at 01:01 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 : 5775
Unique Edges : 5380
Edges With Duplicates : 9917
Total Edges : 15297
Number of Edge Types : 5
Retweet : 3493
MentionsInRetweet : 5786
Mentions : 3152
Tweet : 2275
Replies to : 591
Self-Loops : 2337
Reciprocated Vertex Pair Ratio : 0.0215401184706516
Reciprocated Edge Ratio : 0.0421718502899315
Connected Components : 1400
Single-Vertex Connected Components : 1033
Maximum Vertices in a Connected Component : 3240
Maximum Edges in a Connected Component : 11453
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.247779
Graph Density : 0.000227561377544059
Modularity : 0.453201
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,775 Twitter users whose tweets in the requested range contained "gartner", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 December 2020 at 23:11 UTC.

The requested start date was Friday, 25 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 8-day, 5-hour, 44-minute period from Wednesday, 16 December 2020 at 19:16 UTC to Friday, 25 December 2020 at 01:01 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 : gartner
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:
[80] https://www.gartner.com/en/publications/top-tech-trends-2021
[79] https://deadmau5.ffm.to/channel43
[42] https://www.washingtonpost.com/local/obituaries/gideon-gartner-visionary-of-technology-research-dies-at-85/2020/12/17/d5338a32-4076-11eb-8db8-395dedaaa036_story.html
[30] https://blogs.oracle.com/apex/help-oracle-apex-by-writing-a-review-for-gartner
[26] https://www.salon.com/2020/04/25/psychologist-john-gartner-trump-is-a-sexual-sadist-who-is-actively-engaging-in-sabotage/
[23] https://www.independent.co.uk/news/world/americas/donald-trump-dangerous-mental-illness-yale-psychiatrist-conference-us-president-unfit-james-gartner-duty-warn-a7694316.html?amp
[22] https://www.forbes.com/
[22] https://www.gartner.com/ngw/globalassets/en/information-technology/documents/insights/the-it-roadmap-for-cloud-migration-excerpt.pdf
[21] https://www.nutanix.com/go/gartner-magic-quadrant-for-hyperconverged-infrastructure
[19] https://www.networkworld.com/article/3586571/gartner-top-strategic-technology-trends-for-2021.html

Top URLs in Tweet in G1:
[19] https://www.nutanix.com/go/gartner-magic-quadrant-for-hyperconverged-infrastructure
[19] https://bit.ly/2ICS4oU
[17] https://bit.ly/2KroCCT
[17] https://www.data-vault.co.uk/data-warehouse-is-dead-long-live-the-data-warehouse/
[12] https://www.washingtonpost.com/local/obituaries/gideon-gartner-visionary-of-technology-research-dies-at-85/2020/12/17/d5338a32-4076-11eb-8db8-395dedaaa036_story.html
[8] https://searchhealthit.techtarget.com/feature/CIOs-tasked-to-make-healthcare-infrastructure-composable
[8] https://blog.netapp.com/gartner-2020-critical-capabilities-report
[8] https://www.gartner.com/smarterwithgartner/top-10-smarter-with-gartner-articles-in-2020/?source=BLD-200123&utm_medium=social&utm_source=bambu&utm_campaign=SM_GB_YOY_GTR_SOC_BU1_SM-BA-SWG
[6] https://www.gartner.com/smarterwithgartner/gartner-top-strategic-technology-trends-for-2021/
[6] https://hrdailyadvisor.blr.com/2020/12/03/how-to-convince-your-boss-to-invest-in-better-ld-solutions-for-2021/

Top URLs in Tweet in G2:
[13] https://www.gartner.com/smarterwithgartner/gartner-top-3-priorities-for-hr-leaders-in-2021/
[11] https://pages.awscloud.com/GLOBAL-multi-DL-gartner-mq-cdbms-2020-learn.html?sc_channel=sm&sc_campaign=AR_gartner-mq-cdbms-2020&sc_publisher=TWITTER&sc_country=Global&sc_geo=GLOBAL&sc_outcome=acquisition&trkCampaign=WW-FY20-AR-104-gartner-mq-cdbms_Download_Report&trk=sm_a134p000006gS9wAAE_TWITTER&sc_content=CDBMSMQ2020&linkId=107389551
[10] https://www.gartner.com/smarterwithgartner/accelerate-digital-transformation-by-hacking-your-io-culture/
[7] https://www.gartner.com/smarterwithgartner/make-a-compelling-case-for-your-digital-supply-chain-transformation/
[7] http://digital-leadership-associates.passle.net/post/102gm1n/staying-ahead-of-emerging-issues-and-trends-impacting-the-sales-function
[6] https://resources.agiloft.com/2020-gartner-critical-capabilities-for-contract-lifecycle-management-email-gcn?utm_source=social&utm_medium=twitter&utm_campaign=agiloftclm
[6] https://www.gartner.com/reviews/vendor/write/intersystems?utm_content=vendor-funded-write&refVal=vendor-funded-intersystems-986941&utm_campaign=vendor&utm_source=intersystems&utm_medium=web
[5] https://blogs.gartner.com/tuong-nguyen/2020/12/07/gartner-launches-emerging-technologies-radar-2021/
[4] https://security.stackrox.com/gartner-report-market-guide-for-cwpp.html?Source=Twitter&LSource=Social
[4] https://cosmotech.com/resources/resilient-planning-digital-twins-gartner-report-overview/?utm_source=twitter&utm_medium=social&utm_term=&utm_content=&utm_campaign=article+the+paradigm+shift

Top URLs in Tweet in G3:
[77] https://www.gartner.com/en/publications/top-tech-trends-2021
[19] https://www.gartner.com/ngw/globalassets/en/information-technology/documents/insights/the-it-roadmap-for-cloud-migration-excerpt.pdf
[17] https://www.networkworld.com/article/3586571/gartner-top-strategic-technology-trends-for-2021.html
[16] https://www.techrepublic.com/article/gartner-nearly-90-of-hr-leaders-believe-their-orgs-have-failed-at-boosting-diversity/
[15] https://blogs.gartner.com/manjunath-bhat/2019/02/08/four-steps-to-adopt-open-source-software-as-part-of-the-devops-toolchain/
[9] https://www.moneycontrol.com/news/technology/emotion-artificial-intelligence-next-frontier-for-personal-devices-gartner-2478775.html
[7] https://www.gartner.com/smarterwithgartner/gartner-top-strategic-technology-trends-for-2021/
[6] https://www.gartner.com/smarterwithgartner/7-workloads-that-should-be-moved-to-cloud-right-now/?utm_campaign=RM_NA_2020_SWG_NL_NL49_IT&utm_medium=email&utm_source=Eloqua&cm_mmc=Eloqua-_-Email-_-LM_RM_NA_2020_SWG_NL_NL49_IT-_-0000
[5] https://www.gartner.com/smarterwithgartner/the-cfo-cybersecurity-risk-checklist
[4] https://www.gartner.com/smarterwithgartner/2-megatrends-dominate-the-gartner-hype-cycle-for-artificial-intelligence-2020/

Top URLs in Tweet in G4:
[15] https://www.forbes.com/
[11] https://www.helpnetsecurity.com/2020/12/23/secure-shift-remote-work/
[9] https://www.gartner.com/smarterwithgartner/7-traits-of-highly-successful-digital-leaders/
[8] https://www.gartner.com/smarterwithgartner/use-data-to-inform-diversity-hiring-decisions/
[7] https://www.gartner.com/smarterwithgartner/will-you-require-employees-to-get-a-covid-19-vaccine/?source=BLD-200123&utm_medium=social&utm_source=bambu&utm_campaign=SM_GB_YOY_GTR_SOC_BU1_SM-BA-SWG-OC-SH
[7] https://www.gartner.com/smarterwithgartner/top-10-smarter-with-gartner-it-articles-in-2020/?source=BLD-200123&utm_medium=social&utm_source=bambu&utm_campaign=SM_GB_YOY_GTR_SOC_BU1_SM-BA-SWG
[5] https://www.gartner.com/reviews/market/security-solutions-others/vendor/attackiq/product/attackiq-platform
[5] https://www.informationweek.com/strategic-cio/10-it-trends-to-watch-for-in-2021/d/d-id/1339756
[5] https://www.gartner.com/smarterwithgartner/5-questions-business-leaders-should-ask-as-covid-19-vaccines-roll-out/?source=BLD-200123&utm_medium=social&utm_source=bambu&utm_campaign=SM_GB_YOY_GTR_SOC_BU1_SM-BA-SWG-OC-KA
[4] https://www.gartner.com/smarterwithgartner/5-habits-of-organizations-with-successful-ai/?source=BLD-200123&utm_medium=social&utm_source=bambu&utm_campaign=SM_GB_YOY_GTR_SOC_BU1_SM-BA-SWG

Top URLs in Tweet in G5:
[2] http://ow.ly/qcWK50CyrVD?utm_source=social_organic&utm_social_network=twitter&utm_campaign=2020_December_Corp_Blog&utm_post_id=76c3bd70-fb86-41dd-9f98-95438f7f2048
[1] https://connect.arubanetworks.com/GartnerMQ_2020?utm_source=TwitterAPAC&utm_medium=organicsocial&utm_campaign=POV
[1] https://connect.arubanetworks.com/GartnerMQ_2020?utm_source=TwitterAPAC&utm_medium=organicsocial&utm_campaign=Gartner
[1] https://connect.arubanetworks.com/GartnerCC_2020?utm_source=TwitterAPAC&utm_medium=organicsocial&utm_campaign=Enterprise
[1] https://bit.ly/3mLrV5X
[1] https://bit.ly/33Hm4ab
[1] https://bit.ly/36Ra2x0
[1] https://bit.ly/3lOvXt2
[1] https://bit.ly/3lYmKym
[1] https://umbrella.cisco.com/info/quick-answer-cost-effectively-scaling-secure-access-for-remote-workforce-gartner-research?utm_medium=social-paid&utm_source=twitter&utm_campaign=umb-fy21-q2-Gartner-analyst-report-cost-effectively-scaling-secure-access-imc-sase-awareness-sd-wan-EMR-africa&utm_term=pgm-get-quick-answer&utm_content=umb-fy20-q4-content-analyst-report-cost-effectively-scaling-secure-access

Top URLs in Tweet in G6:
[23] https://www.independent.co.uk/news/world/americas/donald-trump-dangerous-mental-illness-yale-psychiatrist-conference-us-president-unfit-james-gartner-duty-warn-a7694316.html?amp
[10] https://www.salon.com/2020/04/25/psychologist-john-gartner-trump-is-a-sexual-sadist-who-is-actively-engaging-in-sabotage/
[2] https://www.salon.com/2020/07/13/dr-john-gartner-donald-trump-is-the-most-successful-bio-terrorist-in-human-history/
[1] https://twitter.com/YesWeCan4Us/status/1312986559008985088
[1] https://www.salon.com/

Top URLs in Tweet in G7:
[9] https://www.crn.com/slide-shows/data-center/gartner-s-top-10-hyperconverged-hci-software-market-leaders
[5] http://blogs.vmware.com/virtualblocks/2020/12/10/vmware-once-again-a-leader-in-the-2020-gartner-magic-quadrant-for-hyperconverged-infrastructure-software?src=so_5fd011127dc28&cid70134000001CTmC
[2] https://siliconangle.com/2020/12/21/gartner-probes-strengths-and-weaknesses-of-top-players-in-cloud-databases-cubeconversations/
[2] https://www.nutanix.com/go/gartner-magic-quadrant-for-hyperconverged-infrastructure?utm_source=sprout-tw&utm_medium=social&utm_campaign=2012-GartnerMQ-HCI-Report
[2] https://www.exclusive-networks.com/uk/3-reasons-thales-was-recognised-in-the-gartner-magic-quadrant-for-access-management/
[2] https://www.nutanix.com/go/gartner-magic-quadrant-for-hyperconverged-infrastructure
[2] https://www.netskope.com/lp-gartner-2020-magic-quadrant-for-swg?utm_source=twitter&utm_medium=social&utm_campaign=ns-ba
[2] https://www.crn.com/slide-shows/data-center/gartner-s-top-10-hyperconverged-hci-software-market-leaders/3
[2] https://azure.microsoft.com/en-us/blog/microsoft-named-a-leader-in-gartner-s-2020-magic-quadrant-for-cloud-dbms-platforms/?utm_sq=gljqirwjuf
[2] https://www.crn.com/slide-shows/managed-services/gartner-s-magic-quadrant-for-cloud-database-management-systems/4?utm_content=149604917&utm_medium=social&utm_source=twitter&hss_channel=tw-893518785625325568

Top URLs in Tweet in G8:
[1] https://thematter.co/quick-bite/gartners-tech-trend-2021/131422

Top URLs in Tweet in G9:
[1] https://www.forbes.com/
[1] https://twitter.com/JohnRMoffitt/status/1328385798044078082
[1] https://threadreaderapp.com/thread/1327973445028732929.html

Top URLs in Tweet in G10:
[2] http://www.oracle.com/EPM
[2] https://dy.si/97pu
[2] https://www.oracle.com/news/announcement/oracle-recognized-in-gartner-cloud-database-market-reports-121420.html?source=:so:tw:or:awr:ocorp::&SC=:so:tw:or:awr:ocorp::&pcode=
[2] https://www.oracle.com/cloud/gartner-oci.html?source=:so:ch:or:dg:::&SC=:so:ch:or:dg:::&pcode=&utm=champions&channel=None
[1] https://blogs.juniper.net/en-us/engineering-simplicity/juniper-recognized-as-a-leader-in-magic-quadrant-for-wired-and-wireless-lan-access-infrastructure?utm_term=ect&utm_campaign=everyonesocial&utm_source=twitter&utm_medium=135079&es_p=13100458
[1] https://dy.si/D3dEp
[1] https://dy.si/7ttWX5
[1] https://dy.si/HZsuP
[1] https://dy.si/DHSPoX2
[1] https://www.oracle.com/news/announcement/oracle-recognized-as-a-leader-in-gartner-mq-cloud-financial-planning-100820.html?source=:so:tw:or:awr:oerp::&SC=:so:tw:or:awr:oerp::&pcode=

Top Domains
Top Domains in Tweet in Entire Graph:
[1198] gartner.com
[178] linkedin.com
[138] dy.si
[93] twitter.com
[87] co.uk
[79] ffm.to
[63] ziftsolutions.com
[53] okt.to
[53] ciodive.com
[52] sociabble.com

Top Domains in Tweet in G1:
[203] gartner.com
[102] linkedin.com
[60] ziftsolutions.com
[42] bit.ly
[40] co.uk
[33] dy.si
[28] nutanix.com
[25] purestorage.com
[23] okt.to
[16] vmware.com

Top Domains in Tweet in G2:
[189] gartner.com
[61] dy.si
[43] sociabble.com
[21] twitter.com
[11] awscloud.com
[9] passle.net
[8] okt.to
[8] hpe.com
[7] linkedin.com
[7] hitachivantara.com

Top Domains in Tweet in G3:
[209] gartner.com
[29] linkedin.com
[17] networkworld.com
[16] techrepublic.com
[12] twitter.com
[9] forbes.com
[9] moneycontrol.com
[9] sociabble.com
[7] xorlogics.com
[6] clouddatasummit.com

Top Domains in Tweet in G4:
[431] gartner.com
[19] forbes.com
[12] helpnetsecurity.com
[11] ciodive.com
[10] techrepublic.com
[10] informationweek.com
[7] twitter.com
[6] linkedin.com
[5] hrexecutive.com
[5] okt.to

Top Domains in Tweet in G5:
[5] bit.ly
[5] ow.ly
[3] arubanetworks.com
[1] cisco.com
[1] forbes.com

Top Domains in Tweet in G6:
[23] co.uk
[13] salon.com
[1] twitter.com

Top Domains in Tweet in G7:
[23] crn.com
[10] gartner.com
[8] nutanix.com
[7] vmware.com
[5] linkedin.com
[5] butterflypublisher.com
[4] radian6.com
[4] microsoft.com
[3] netskope.com
[3] teradata.com

Top Domains in Tweet in G8:
[1] thematter.co

Top Domains in Tweet in G9:
[1] forbes.com
[1] twitter.com
[1] threadreaderapp.com

Top Domains in Tweet in G10:
[19] dy.si
[9] oracle.com
[1] juniper.net
[1] channelcity.it
[1] co.uk
[1] channel-impact.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[476] gartner
[310] ai
[274] cloud
[159] cybersecurity
[154] technology
[151] tech
[146] covid19
[144] digitaltransformation
[136] magicquadrant
[124] hr



Top Hashtags in Tweet in G1:
[188] gartner
[61] magicquadrant
[50] nutanix
[33] technology
[32] cio
[25] cloud
[25] it
[21] cios
[21] blog
[21] 100freeiphone12

Top Hashtags in Tweet in G2:
[60] cloud
[42] teamanywhere
[32] ai
[28] techtrends
[24] covid19
[23] security
[21] privacy
[19] futureofwork
[19] gartner
[18] leadership

Top Hashtags in Tweet in G3:
[157] ai
[100] tech
[75] digitaltransformation
[69] cloud
[68] iot
[65] machinelearning
[58] technology
[52] artificialintelligence
[52] gartner
[48] cybersecurity

Top Hashtags in Tweet in G4:
[88] hr
[78] cybersecurity
[77] covid19
[76] gartnersym
[66] digital
[61] cio
[58] it
[55] cloud
[54] gartnerhr
[53] ai

Top Hashtags in Tweet in G5:
[4] remoteaccess
[3] gartner
[2] top10
[2] security
[2] peerinsights
[2] b2breviews
[1] arubaapac
[1] cybersecurity
[1] techtrends
[1] infosec

Top Hashtags in Tweet in G6:
[2] covid19
[1] democide
[1] unfit

Top Hashtags in Tweet in G7:
[47] gartner
[20] magicquadrant
[20] microsoft
[18] hci
[14] nutanix
[14] hyperconverged
[8] vmware
[5] iam
[5] software
[5] hcis

Top Hashtags in Tweet in G9:
[1] infosec

Top Hashtags in Tweet in G10:
[19] blockchain
[18] database
[7] dlt
[7] gartner
[5] cloudepm
[2] interoperability
[2] iaas
[2] paas
[2] oci
[2] oracle

Top Words
Top Words in Tweet in Entire Graph:
[3330] gartner
[1674] gartner_inc
[1455] 2020
[911] magic
[869] quadrant
[817] more
[759] 2021
[671] leader
[664] top
[597] leaders

Top Words in Tweet in G1:
[944] gartner
[362] 2020
[296] magic
[292] quadrant
[214] leader
[185] #gartner
[127] more
[126] report
[115] cloud
[105] named

Top Words in Tweet in G2:
[774] gartner_inc
[289] 2020
[172] gartner
[146] customers
[135] report
[127] named
[124] cloud
[121] magic
[121] quadrant
[120] more

Top Words in Tweet in G3:
[434] antgrasso
[362] gartner_inc
[313] gartner
[210] 2021
[184] top
[181] gt
[175] source
[172] data
[171] cloud
[166] business

Top Words in Tweet in G4:
[339] gartner
[320] gartner_inc
[235] more
[210] leaders
[193] read
[168] analyst
[143] 2020
[134] gartner_it
[133] top
[129] 2021

Top Words in Tweet in G5:
[170] gartner
[107] access
[91] secure
[87] research
[87] investigates
[87] cost
[87] effective
[87] way
[87] today
[87] future

Top Words in Tweet in G6:
[74] trump
[45] donald
[40] yeswecan4us
[30] psychologist
[27] dr
[26] gartner
[25] johndgartner
[24] narcissism
[23] john
[21] people

Top Words in Tweet in G7:
[76] gartner
[73] magic
[69] quadrant
[68] 2020
[61] software
[56] leader
[56] hyperconverged
[56] infrastructure
[44] #gartner
[41] nutanix

Top Words in Tweet in G8:
[100] อ
[98] น
[98] ค
[98] top
[98] strategic
[98] technology
[98] trends
[98] 2021
[98] เทรนด
[98] ด

Top Words in Tweet in G9:
[101] johnrmoffitt
[101] trump's
[101] behavior
[101] coronavirus
[101] pandemic
[101] intentional
[100] delusional
[100] narcissistic
[4] gartner
[3] mass

Top Words in Tweet in G10:
[37] gartner
[30] oracle
[28] cloud
[23] magic
[22] leader
[22] 2020
[22] quadrant
[19] management
[19] #blockchain
[19] space

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[822] magic,quadrant
[420] gartner,magic
[305] top,strategic
[299] 2020,gartner
[280] technology,trends
[274] strategic,technology
[272] trends,2021
[231] named,leader
[220] supply,chain
[215] read,more

Top Word Pairs in Tweet in G1:
[288] magic,quadrant
[164] gartner,magic
[130] 2020,gartner
[93] leader,gartner
[77] named,leader
[75] gartner,2020
[58] infrastructure,software
[58] recognized,leader
[57] leader,2020
[56] hyperconverged,infrastructure

Top Word Pairs in Tweet in G2:
[116] magic,quadrant
[106] 2020,gartner_inc
[73] gartner_inc,peer
[71] peer,insights
[68] customers,choice
[66] supply,chain
[66] december,2020
[64] according,gartner_inc
[63] choice,december
[55] digital,transformation

Top Word Pairs in Tweet in G3:
[133] top,strategic
[124] technology,trends
[123] strategic,technology
[111] trends,2021
[103] put,focus
[103] requirements,maintain
[103] maintain,business
[102] surge,remote
[102] remote,working
[102] working,put

Top Word Pairs in Tweet in G4:
[117] read,more
[66] #hr,leaders
[55] learn,more
[54] gartner,analyst
[49] covid,19
[47] year,2020
[38] #cybersecurity,risk
[37] risk,checklist
[37] checklist,gartner_inc
[34] cfo,#cybersecurity

Top Word Pairs in Tweet in G5:
[91] secure,access
[87] research,gartner
[87] gartner,investigates
[87] investigates,secure
[87] access,cost
[87] cost,effective
[87] effective,way
[87] way,today
[87] today,future
[77] ciscoumbrella,research

Top Word Pairs in Tweet in G6:
[45] donald,trump
[25] psychologist,dr
[25] dr,johndgartner
[22] john,gartner
[18] american,people
[18] people,world
[18] world,really
[18] really,need
[18] need,understand
[18] understand,heading

Top Word Pairs in Tweet in G7:
[67] magic,quadrant
[44] infrastructure,software
[43] hyperconverged,infrastructure
[40] gartner,magic
[30] 2020,gartner
[27] quadrant,hyperconverged
[25] named,leader
[22] leader,2020
[17] nutanix,named
[16] #gartner,#magicquadrant

Top Word Pairs in Tweet in G8:
[98] น,ค
[98] ค,อ
[98] อ,top
[98] top,strategic
[98] strategic,technology
[98] technology,trends
[98] trends,2021
[98] 2021,เทรนด
[98] เทรนด,ด
[98] ด,านเทคโนโลย

Top Word Pairs in Tweet in G9:
[101] trump's,behavior
[101] behavior,coronavirus
[101] coronavirus,pandemic
[101] pandemic,intentional
[100] delusional,narcissistic
[100] narcissistic,trump's
[99] johnrmoffitt,delusional
[3] mass,murderer
[3] dr,gartner
[2] intentional,malevolent

Top Word Pairs in Tweet in G10:
[22] magic,quadrant
[20] 2020,magic
[19] leader,2020
[19] quadrant,cloud
[18] gartner,names
[18] names,oracle
[18] oracle,leader
[18] cloud,#database
[18] #database,management
[18] management,systems

Top Replied-To
Top Replied-To in Entire Graph:
@gartner_inc
@renee_gartner
@gartner_jw
@realdonaldtrump
@sergiochouza
@fab_biscotti
@schorschschaut
@arubanetworks
@iiar
@gartner

Top Replied-To in G1:
@rvp

Top Replied-To in G2:
@gartner_inc
@gcpcloud
@incontact
@automationanywh
@cestpasmonidee
@bell_business
@scalr
@googlecloud
@stackrox
@m_files

Top Replied-To in G3:
@gartner
@lindagrass0
@gartner_inc
@antgrasso
@harbrimah
@scottgraffius
@greenbirdit
@avivahl
@dalyahya
@feedsupervised

Top Replied-To in G4:
@fab_biscotti
@iiar
@gartner_inc
@lludovic
@ginavon
@gartner_mktg
@gartner_it
@analystarun
@bhullarbindi
@tom_reuner

Top Replied-To in G6:
@bandyxlee1
@realdonaldtrump
@gtconway3d
@vermontgmg
@tomjchicago
@danielsgoldman
@davidcable13
@donwinslow
@cnnsotu
@therickwilson

Top Replied-To in G7:
@vmware
@relianceinfosys
@nutanix

Top Replied-To in G9:
@johnrmoffitt

Top Replied-To in G10:
@varg_88
@appliedxrp
@sup_res_
@junipernetworks
@oracle
@gmackint

Top Mentioned
Top Mentioned in Entire Graph:
@gartner_inc
@antgrasso
@gartner
@gartner_it
@lindagrass0
@antgrasso_it
@johnrmoffitt
@thematterco
@wolfganggartner
@deadmau5

Top Mentioned in G1:
@7gtech
@cloudatalytics
@fintechzoom
@vlc_business
@lapatriacom
@tefomohapi
@smartprojex
@andoniapr
@thoughtwire

Top Mentioned in G2:
@gartner_inc
@automationanywh
@radware
@cordablockchain
@madana_hq
@gendal
@gartner_it
@acumatica
@googlecloud
@inside_r3

Top Mentioned in G3:
@gartner_inc
@antgrasso
@lindagrass0
@gartner
@antgrasso_it
@gar
@ipfconline1
@ronald_vanloon
@mikequindazzi
@fisher85m

Top Mentioned in G4:
@gartner_inc
@gartner_it
@gartner_hr
@gartner
@iiar
@gartner_mktg
@forrester
@idc
@cloudpreacher
@observatore2

Top Mentioned in G5:
@ciscoumbrella
@arubaapac
@proofpoint
@gartner_inc
@cioamaro

Top Mentioned in G6:
@yeswecan4us
@johndgartner
@jaketapper
@cnnsotu
@bandyxlee1
@loupage5
@sethabramson
@redling_s
@therickwilson
@johnmartinjoy

Top Mentioned in G7:
@nutanix
@vmware
@microsoft
@gartner_inc
@starwindsan
@crn
@stormagic
@vmwarevsan
@nutanixpartners
@scalecomputing

Top Mentioned in G8:
@thematterco

Top Mentioned in G9:
@johnrmoffitt
@cioamaro

Top Mentioned in G10:
@oracle
@cryptowoody007
@junipernetworks
@ripple
@santapacman
@gartner_inc
@oracledatabase
@intel
@sia_pressoffice
@mit

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@robinsnewswire
@british_airways
@chidambara09
@cybersec_feeds
@studio26radio
@phillip92321
@evankirstel
@tickeron
@femtech_

Top Tweeters in G1:
@robinsnewswire
@studio26radio
@eraser
@rvp
@it_securitynews
@rantoshak
@into_ai
@feedjunknl
@keinishikawa3
@beats360

Top Tweeters in G2:
@heatherpeno
@myloc_tracker
@jeandoobs
@o_g_log
@mig30m6
@jacobussystems
@lkafle
@timothy_hughes
@zdnet
@darrenculbreath

Top Tweeters in G3:
@chidambara09
@cybersec_feeds
@femtech_
@swissbusiness
@economictimes
@andrewmorrisuk
@viralvideovlogs
@ssxman2
@machinelearnflx
@gezgintrk

Top Tweeters in G4:
@sectest9
@xaelbot
@rosenchild
@codedailybot
@zimei_no_ri
@codegnuts
@cybersecurityn8
@calcaware
@thedeveloperbot
@agedchild003

Top Tweeters in G5:
@shahzebalvi4
@i3tox8rsobjiftw
@sharmars003
@das_sharu
@s4th__
@ranidasi13
@brent_nooroa
@hemanth1981998
@girijeshadams
@sharu_das

Top Tweeters in G6:
@morgfair
@nikitakitty
@shareitarie10
@courageousgirl2
@wendydcoe
@openpodbaydoor_
@therickwilson
@ssnaqi
@shondi99
@cliveboyce77

Top Tweeters in G7:
@microsoftrtweet
@google
@eintsein1980
@merv
@vcdxnz001
@vmware
@crn
@marcozelf
@govconwire
@virtualgraffiti

Top Tweeters in G8:
@sjc_pheres
@fordrutherford
@chewingpeach
@liuyiliuba
@hellodianyzz
@flyme2damooon
@thisisnamnam
@sunday90kids
@isnotyourstar
@m_k_i_a_

Top Tweeters in G9:
@lizditz
@minotauresse
@m5b1tch
@carriesweet2017
@chuckw12
@mame6432
@bengin1003
@sammysettanni
@aplebeianlife
@roseg

Top Tweeters in G10:
@paisan26849860
@marcolorux
@shin_yongmin
@bankxrp
@linuxfoundation
@technation
@kevin_cage_
@fame21moore
@x__anderson
@oracle


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