datagovernance, Twitter, 6/23/2021 11:45:21 PM, 257600


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datagovernance_2021-06-23_03-59-53.xlsx
datagovernance_2021-06-23_03-59-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2021
Short Description:
datagovernance via NodeXL https://bit.ly/3xMm8lF
@antgrasso
@chidambara09
@richardeudes
@analytics_699
@fabriciosx
@bigidsecure
@gdprai
@cmswire
@grihasoft
@dataversity

Top hashtags:
#datagovernance
#cdo
#datascience
#analytics
#bigdata
#finperform
#data

Description:
Description
The graph represents a network of 1,289 Twitter users whose tweets in the requested range contained "datagovernance", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 June 2021 at 11:10 UTC.

The requested start date was Tuesday, 22 June 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 13-day, 22-hour, 50-minute period from Tuesday, 08 June 2021 at 00:18 UTC to Monday, 21 June 2021 at 23:09 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 : 1289
Unique Edges : 966
Edges With Duplicates : 5287
Total Edges : 6253
Number of Edge Types : 5
Tweet : 1463
Mentions : 877
Retweet : 1516
MentionsInRetweet : 2375
Replies to : 22
Self-Loops : 1508
Reciprocated Vertex Pair Ratio : 0.0325506937033084
Reciprocated Edge Ratio : 0.0630490956072351
Connected Components : 222
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 782
Maximum Edges in a Connected Component : 5204
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.510617
Graph Density : 0.00116549976147912
Modularity : 0.276421
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,289 Twitter users whose tweets in the requested range contained "datagovernance", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 June 2021 at 11:10 UTC.

The requested start date was Tuesday, 22 June 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 13-day, 22-hour, 50-minute period from Tuesday, 08 June 2021 at 00:18 UTC to Monday, 21 June 2021 at 23:09 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 : datagovernance
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:
[48] https://www.data-vault.co.uk/improving-your-data-business-case/
[34] https://analyticsindiamag.com/artificial-intelligence-the-secret-sauce-to-good-governance/
[28] https://www.data-vault.co.uk/case-studies/#financial
[28] https://www.data-vault.co.uk/stop-wasting-data/
[28] https://www.data-vault.co.uk/case-studies/#retail
[28] https://www.data-vault.co.uk/case-studies/#gov1
[28] https://www.data-vault.co.uk/case-studies/#gov2
[26] https://www.analyticsinsight.net/thomson-reuters-and-its-tryst-with-artificial-intelligence/
[20] https://datafloq.com/read/eu-states-back-personal-data-flows-ex-member-britain/15561
[20] http://advisor.grandite.com/?edition_id=6629a9d0-d1be-11eb-ae66-fa163e6ccaff

Top URLs in Tweet in G1:
[5] https://www.forbes.com/sites/forbesbusinesscouncil/2021/06/15/good-data-drives-cloud-computing-in-manufacturing/?sh=6528a5473177
[4] https://www2.deloitte.com/us/en/insights/focus/tech-trends/2021/disrupting-ai-data-management.html
[4] https://www.enfuse-solutions.com/artificial-intelligence/
[3] http://www.grihasoft.com/blog/revenue-loss-because-of-poor-data-quality-is-real-how-to-prevent-it/
[3] https://www.gartner.com/doc/reprints?id=1-1ZH6YLDP&ct=200715&st=sb
[3] https://www.bain.com/insights/with-cookies-crumbling-companies-must-regain-consumers-trust-infographic/
[2] https://www.gov.uk/government/news/five-signs-of-a-good-data-quality-culture
[2] https://flur.ee/2020/07/08/making-data-fair/
[2] https://www.digitalistmag.com/cio-knowledge/2019/10/08/why-intelligence-is-new-oil-for-future-enterprise-06200821/
[2] https://towardsdatascience.com/high-resolution-video-generation-using-spatio-temporal-gan-20261c595c37

Top URLs in Tweet in G2:
[31] https://analyticsindiamag.com/artificial-intelligence-the-secret-sauce-to-good-governance/
[24] https://www.analyticsinsight.net/thomson-reuters-and-its-tryst-with-artificial-intelligence/
[14] https://datafloq.com/read/eu-states-back-personal-data-flows-ex-member-britain/15561
[11] https://blog.eccouncil.org/is-artificial-intelligence-ai-prone-to-threats-by-which-it-can-be-hacked/
[11] https://searchdatamanagement.techtarget.com/feature/3-growing-applications-of-AI-in-data-management?utm_campaign=sdm_bizapps2&utm_content=1609172510&utm_medium=social&utm_source=twitter
[9] https://ai-summary.com/summary-artificial-intelligence-the-secret-sauce-to-good-governance/
[8] https://www.informationweek.com/big-data/seeking-an-oasis-in-a-data-desert--/a/d-id/1341227
[7] https://towardsdatascience.com/powerful-text-augmentation-using-nlpaug-5851099b4e97?source=rss----7f60cf5620c9---4
[6] https://cisomag.eccouncil.org/what-role-does-ai-play-in-cybersecurity/
[5] https://techmonitor.ai/technology/data/ai-reaches-maturity-as-tech-leaders-focus-on-data-initiatives-and-skills

Top URLs in Tweet in G3:
[47] https://www.data-vault.co.uk/improving-your-data-business-case/
[28] https://www.data-vault.co.uk/case-studies/#gov1
[28] https://www.data-vault.co.uk/case-studies/#gov2
[28] https://www.data-vault.co.uk/stop-wasting-data/
[28] https://www.data-vault.co.uk/case-studies/#retail
[28] https://www.data-vault.co.uk/case-studies/#financial
[20] http://advisor.grandite.com/?edition_id=6629a9d0-d1be-11eb-ae66-fa163e6ccaff
[20] http://advisor.grandite.com/?edition_id=6fffcd70-cac7-11eb-ae66-fa163e6ccaff
[18] http://advisor.grandite.com/?edition_id=b0823520-cdda-11eb-ae66-fa163e6ccaff
[17] http://advisor.grandite.com/?edition_id=67ce1b50-c858-11eb-ae66-fa163e6ccaff

Top URLs in Tweet in G4:
[7] https://amalgaminsights.com/2021/01/13/informatica-supports-the-data-enabled-customer-experience-with-customer-360/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://tdwi.org/events/seminars/july/data-governance-quality-compliance/home.aspx
[3] https://www.workcast.com/register?cpak=8390941664434480&referrer=social_TW
[3] https://eab.com/insights/blogs/operations/data-governance/?utm_source=twitter&utm_medium=social&utm_campaign=sprout&utm_content=blog
[2] https://federalnewsnetwork.com/technology-main/2021/06/ai-cloud-to-bring-about-next-generation-of-gao-oversight/
[2] https://www2.deloitte.com/pl/pl/pages/webcasty/articles/data-governance-w-praktyce/Data-Architecture-Master-Data-Management-jako-wymiary-zarzadzania-danymi-w-organizacji.html
[2] https://my.sociabble.com/Lfi1eDhTbM51
[2] https://event.on24.com/wcc/r/3178594/F8391D02434689F51A85314C6D34FEFC?partnerref=emailShareFromReg&ms=1623768052468
[2] https://www.entrepreneur.com/article/360161
[1] https://go.bizzdesign.com/lp/risk-awareness-week?utm_source=twitter&utm_medium=social&utm_content=two-t&utm_campaign=ev-risk-awareness-week

Top URLs in Tweet in G5:
[3] https://www.datasciencecentral.com/profiles/blogs/how-to-keep-data-hipaa-compliant
[3] https://landing.bismart.com/es/registrate-webinar-data-governance-power-bi-analytics
[2] https://www.youtube.com/watch?v=awUMmRHbWj0

[2] https://www.datasciencecentral.com/profiles/blogs/understand-your-data-better-with-agile-data-governance
[2] https://www.datasciencecentral.com/profiles/blogs/why-data-monetization-is-a-waste-for-most-companies
[2] https://www.informatica.com/about-us/customers/customer-success-stories/celcom.html?cext=infasocial-twitter&Source=Social-twitter
[2] https://www.youtube.com/watch?v=xJuJGbcH-H4&t=293s&utm_content=168720670&utm_medium=social&utm_source=twitter&hss_channel=tw-853723740

[1] https://www.informatica.com/about-us/customers/customer-success-stories/celcom.html?cext=infasocial-emp&blaid=1670756
[1] https://www.forbes.com/sites/forbestechcouncil/2021/06/07/five-imperatives-for-the-modern-chief-data-officer/?utm_campaign=Social%20Member%20Articles&utm_content=169122926&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[1] https://www.hpe.com/us/en/insights/articles/ai-sharpens-its-edge-2105.html?jumpid=in_510397410_NXTaisharpensitsedge-052521

Top URLs in Tweet in G6:
[4] https://www.alation.com/press-releases/alation-wins-snowflake-data-governance-partner-of-the-year/?utm_content=169888658&utm_medium=social&utm_source=twitter&hss_channel=tw-119718228
[4] https://blogs.starcio.com/2021/06/new-normal-mission-critical-integrations-faster.html?utm_sq=grjcxzio1c
[4] https://www.snowflake.com/blog/snowflake-ventures-invests-in-alation-to-expand-visibility-trust-and-security-for-enterprise-data/
[2] -
[2] https://www.starcio.com/data-driven-org?utm_sq=gpbkbzbdb3&SQF_SRC=tworgike
[2] https://www.snowflake.com/summit/agenda/?agendaPath=session/546367
[1] https://citizens.collibra.com/home
[1] https://www.firstsanfranciscopartners.com/blog/four-steps-to-resolve-data-definition-conflicts/
[1] https://www.snowflake.com/summit/agenda/?agendaPath=session/556196
[1] https://davidmenninger.ventanaresearch.com/microsoft-azure-cloud-computing-for-data-and-analytics?utm_campaign=Expertise

Top URLs in Tweet in G7:
[5] https://gwu.qualtrics.com/jfe/form/SV_9AHgkwwE4iEgCMe
[3] https://twitter.com/DataGovHub/status/1401944759250399233
[2] https://www.youtube.com/watch?v=akAUlOOLsQw

[1] https://worldtradeorganization.zoom.us/webinar/register/WN_7DCmK7vPTXe0z3gH0z01lw

Top URLs in Tweet in G8:
[5] https://www.cmswire.com/information-management/how-master-data-management-can-help-tame-the-data-governance-mayhem/?utm_content=169279071&utm_medium=social&utm_source=twitter&hss_channel=tw-2964218937
[4] https://medium.com/data-ops/governance-as-code-6b1e26c81f25
[2] https://medium.com/@undp.innovation/rethinking-data-governance-at-undp-274be074f690
[2] https://aithority.com/saas/delphix-appoints-proven-industry-leader-as-senior-vice-president-of-international-operations/
[1] https://insights.sei.cmu.edu/blog/six-things-you-need-to-know-about-data-governance/
[1] https://www.forbes.com/sites/forbestechcouncil/2019/03/11/the-evolution-of-data-governance/?sh=d0a43af5ef79
[1] https://www.bmc.com/blogs/data-governance/
[1] https://delphix-b8m.shp.so/a/9uFosT
[1] https://datakitchen.io/the-dataops-vendor-landscape-2021/?utm_content=162969010&utm_medium=social&utm_source=twitter&hss_channel=tw-2964218937
[1] https://www.cmswire.com/information-management/how-master-data-management-can-help-tame-the-data-governance-mayhem/

Top URLs in Tweet in G9:
[3] https://datagovernance.org/article/smartphone-usage-and-privacy-challenges
[3] https://datagovernance.org/report/idfc-institute-response-to-draft-national-geospatial-policy-2021
[2] https://datagovernance.org/report/integrating-aadhaar-and-voter-id-data-promises-and-dangers
[2] https://datagovernance.org/article/technology-can-aid-state-capacity-not-replace-it
[2] https://dst.gov.in/draft-national-geospatial-policy-2021-public-consultation
[1] https://datagovernance.org/report/open-data-working-group-discussion-note-02
[1] https://datagovernance.org/report/open-data-working-group-discussion-note-03
[1] https://datagovernance.org/report/open-data-working-group-discussion-note-04
[1] https://twitter.com/DataGovNetwork/status/1405438403076788224
[1] https://twitter.com/DataGovNetwork/status/1404674665906204674

Top URLs in Tweet in G10:
[1] https://www.linkedin.com/slink?code=e-tyebb

Top Domains
Top Domains in Tweet in Entire Graph:
[249] co.uk
[148] grandite.com
[103] google.com
[86] idatainc.com
[85] datasciencecentral.com
[78] twitter.com
[59] towardsdatascience.com
[59] ai-jobs.net
[57] analyticsinsight.net
[50] 7wdata.be

Top Domains in Tweet in G1:
[7] enfuse-solutions.com
[7] grihasoft.com
[5] gartner.com
[5] forbes.com
[4] deloitte.com
[3] digitalistmag.com
[3] bain.com
[2] gov.uk
[2] euractiv.com
[2] voicestorm.com

Top Domains in Tweet in G2:
[69] datasciencecentral.com
[50] towardsdatascience.com
[44] analyticsinsight.net
[44] ai-jobs.net
[38] analyticsindiamag.com
[22] 7wdata.be
[21] twitter.com
[18] datafloq.com
[17] eccouncil.org
[13] enterprisetalk.com

Top Domains in Tweet in G3:
[225] co.uk
[148] grandite.com
[37] bigid.com
[28] euractiv.com
[15] cube365.net
[14] ai-jobs.net
[11] analyticsinsight.net
[11] twitter.com
[10] youtube.com
[10] linkedin.com

Top Domains in Tweet in G4:
[86] idatainc.com
[32] youtu.be
[16] twitter.com
[13] gotowebinar.com
[12] linkedin.com
[12] datacookbook.com
[7] amalgaminsights.com
[4] okt.to
[3] tdwi.org
[3] workcast.com

Top Domains in Tweet in G5:
[10] informatica.com
[8] datasciencecentral.com
[4] youtube.com
[4] becominghuman.ai
[4] bismart.com
[3] towardsdatascience.com
[3] linkedin.com
[2] hpe.com
[2] gartner.com
[2] microsoft.com

Top Domains in Tweet in G6:
[11] okt.to
[10] starcio.com
[9] snowflake.com
[5] alation.com
[4] collibra.com
[3] youtube.com
[3] sincusa.com
[3] eweek.com
[2] ventanaresearch.com
[2] precisely.com

Top Domains in Tweet in G7:
[5] qualtrics.com
[3] twitter.com
[2] youtube.com
[1] zoom.us

Top Domains in Tweet in G8:
[6] medium.com
[6] cmswire.com
[2] shp.so
[2] aithority.com
[1] cmu.edu
[1] forbes.com
[1] bmc.com
[1] datakitchen.io

Top Domains in Tweet in G9:
[13] datagovernance.org
[2] twitter.com
[2] gov.in

Top Domains in Tweet in G10:
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2207] datagovernance
[724] cdo
[541] datascience
[531] analytics
[517] bigdata
[472] finperform
[462] data
[326] datamanagement
[299] ai
[264] machinelearning



Top Hashtags in Tweet in G1:
[60] datagovernance
[29] data
[25] bigdata
[25] datascience
[21] analytics
[19] ai
[13] dataquality
[11] datamanagement
[9] artificialintelligence
[8] cloud

Top Hashtags in Tweet in G2:
[403] datascience
[379] bigdata
[375] analytics
[302] datagovernance
[226] machinelearning
[204] ai
[172] rstats
[161] python
[159] ds
[147] reactjs

Top Hashtags in Tweet in G3:
[420] datagovernance
[207] data
[190] business
[179] gdpr
[140] cfo
[140] cio
[126] datasteward
[117] cdo
[112] casestudy
[112] ceo

Top Hashtags in Tweet in G4:
[294] datagovernance
[97] dataintelligence
[23] data
[19] datamanagement
[16] dataquality
[16] datacookbook
[11] bigdata
[8] ai
[8] analytics
[8] informatica

Top Hashtags in Tweet in G5:
[52] datagovernance
[34] datascience
[25] bigdata
[21] data
[20] ai
[20] analytics
[11] dataanalytics
[11] machinelearning
[8] ml
[7] powerbi

Top Hashtags in Tweet in G6:
[82] datagovernance
[17] cio
[14] data
[13] snowflakesummit
[11] datacatalog
[8] datascience
[7] lowcode
[6] analytics
[6] integration
[5] cdo

Top Hashtags in Tweet in G7:
[26] datagovernance
[12] financial
[12] innovation
[9] trade
[7] webinar
[3] cryptocurrency
[3] openbanking
[3] opendata
[3] fintech
[2] financialinnovation

Top Hashtags in Tweet in G8:
[24] datagovernance
[8] masterdatamanagement
[5] mdm
[4] dataops
[4] datagovops
[2] datamanagement
[2] devops
[2] datainfrastructure
[2] datasecops
[2] datasecurity

Top Hashtags in Tweet in G9:
[5] newblog
[5] technology
[4] data
[3] datagovernance
[2] dataecosystems
[2] datarights
[2] corenetconference
[1] voter
[1] aadhaar
[1] opendata

Top Hashtags in Tweet in G10:
[22] career
[22] postdoctoral
[22] fellowship
[22] computerscience
[1] articialintelligence
[1] computervision
[1] softwareengineering
[1] programming
[1] datagovernance
[1] mscajobalert

Top Words
Top Words in Tweet in Entire Graph:
[2207] #datagovernance
[2151] data
[724] #cdo
[541] #datascience
[537] governance
[531] #analytics
[517] #bigdata
[496] #data
[472] #finperform
[413] richardeudes

Top Words in Tweet in G1:
[208] data
[137] antgrasso
[80] companies
[77] see
[75] machine
[75] next
[75] months
[75] challenge
[74] revolution
[74] 18

Top Words in Tweet in G2:
[403] #datascience
[379] #bigdata
[375] #analytics
[316] richardeudes
[302] #datagovernance
[244] data
[226] #machinelearning
[204] #ai
[199] thanks
[172] #rstats

Top Words in Tweet in G3:
[420] #datagovernance
[412] data
[231] #data
[190] #business
[180] read
[179] #gdpr
[170] vault
[166] see
[151] enterprise
[150] axeltroike

Top Words in Tweet in G4:
[294] #datagovernance
[291] data
[113] governance
[97] #dataintelligence
[73] webinar
[48] recorded
[46] blog
[35] learn
[32] more
[32] video

Top Words in Tweet in G5:
[52] #datagovernance
[36] data
[34] #datascience
[25] #bigdata
[22] #data
[20] #ai
[20] #analytics
[15] richardeudes
[12] learn
[11] hubbucket

Top Words in Tweet in G6:
[89] data
[82] #datagovernance
[33] snowflakedb
[30] alation
[24] leaders
[21] nyike
[17] governance
[17] #cio
[15] analytics
[15] enterprise

Top Words in Tweet in G7:
[26] #datagovernance
[19] join
[18] 00pm
[16] brkotschwar
[12] today
[12] #financial
[12] #innovation
[11] bradjcarr
[11] je_suis_ravi
[10] discussion

Top Words in Tweet in G8:
[24] #datagovernance
[10] datakitchen_io
[8] discusses
[8] automation
[8] help
[8] #masterdatamanagement
[6] delphix
[5] ai
[5] ml
[5] tame

Top Words in Tweet in G9:
[19] datagovnetwork
[13] data
[11] idfcinstitute
[8] response
[7] hadarkar
[7] read
[7] blog
[6] privacy
[6] geospatial
[6] policy

Top Words in Tweet in G10:
[22] looking
[22] prestigious
[22] #career
[22] enhancing
[22] year
[22] european
[22] #postdoctoral
[22] #fellowship
[22] #computerscience
[22] find

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[475] #datagovernance,#cdo
[472] #cdo,#finperform
[383] data,governance
[241] thanks,richardeudes
[188] #cdo,#datagovernance
[177] data,vault
[174] #datascience,#ds
[159] #ai,#python
[159] #python,#rstats
[150] #datagovernance,#datamanagement

Top Word Pairs in Tweet in G1:
[74] machine,data
[74] data,revolution
[74] revolution,next
[74] next,18
[74] 18,24
[74] 24,months
[74] months,expect
[74] expect,see
[74] see,companies
[74] companies,begin

Top Word Pairs in Tweet in G2:
[192] thanks,richardeudes
[159] #datascience,#ds
[156] #ai,#python
[156] #python,#rstats
[147] #rstats,#reactjs
[130] richardeudes,#datascience
[123] #machinelearning,#ai
[123] #dataengineering,#datagovernance
[120] #analytics,#machinelearning
[119] #ds,#bigdata

Top Word Pairs in Tweet in G3:
[170] data,vault
[148] grandite's,enterprise
[148] enterprise,architecture
[148] architecture,advisor
[148] advisor,featuring
[136] granditeeaa,grandite's
[126] axeltroike,#gdpr
[113] see,data
[112] read,#casestudy
[112] #casestudy,#datasteward

Top Word Pairs in Tweet in G4:
[107] data,governance
[93] #datagovernance,#dataintelligence
[44] recorded,webinar
[31] webinar,#datagovernance
[19] data,cookbook
[18] best,practices
[15] blog,#datagovernance
[14] video,#datagovernance
[14] brian,parish
[12] data,quality

Top Word Pairs in Tweet in G5:
[16] #datagovernance,#datascience
[9] #datascience,#bigdata
[9] #analytics,#datascience
[9] power,bi
[7] azurepurview,azure_synapse
[7] azure_synapse,integration
[7] integration,#datagovernance
[6] improve,#business
[6] #business,performance
[6] performance,azurepurview

Top Word Pairs in Tweet in G6:
[14] data,analytics
[12] data,governance
[11] keynoting,sincusa's
[11] sincusa's,data
[11] analytics,leaders
[11] leaders,content
[11] content,week
[11] week,june
[11] june,21
[10] alation,snowflakedb

Top Word Pairs in Tweet in G7:
[12] #financial,#innovation
[10] discussion,#datagovernance
[9] forget,join
[9] join,today
[9] today,wto
[9] wto,discussion
[9] #datagovernance,#trade
[9] #trade,00pm
[9] 00pm,00pm
[9] 00pm,cet

Top Word Pairs in Tweet in G8:
[5] ai,ml
[5] help,tame
[5] tame,#datagovernance
[5] #datagovernance,mayhem
[5] datakitchen_io,ceo
[5] ceo,chrisbergh
[4] datakitchen_io,discusses
[4] discusses,automation
[4] automation,fits
[4] fits,#datagovernance

Top Word Pairs in Tweet in G9:
[6] geospatial,policy
[6] datagovnetwork,blog
[5] #newblog,confused
[5] confused,buying
[5] buying,iphone
[5] iphone,android
[5] android,know
[5] know,means
[5] means,privacy
[5] privacy,hadarkar

Top Word Pairs in Tweet in G10:
[22] looking,prestigious
[22] prestigious,#career
[22] #career,enhancing
[22] enhancing,year
[22] year,european
[22] european,#postdoctoral
[22] #postdoctoral,#fellowship
[22] #fellowship,#computerscience
[22] #computerscience,find
[21] adaptcentre,looking

Top Replied-To
Top Replied-To in Entire Graph:
@fivetran
@hvpachisia
@fmfrancoise
@cybersecdn
@pa_wela
@hadarkar
@s_watts_seo
@adamfamularo
@alation
@vicosotto

Top Replied-To in G2:
@fmfrancoise

Top Replied-To in G3:
@cybersecdn

Top Replied-To in G5:
@azurepurview

Top Replied-To in G6:
@alation

Top Replied-To in G7:
@je_suis_ravi

Top Replied-To in G8:
@pa_wela
@datakitchen_io
@adamfamularo
@s_watts_seo
@delphix

Top Replied-To in G9:
@hvpachisia
@hadarkar

Top Mentioned
Top Mentioned in Entire Graph:
@richardeudes
@analytics_699
@antgrasso
@axeltroike
@grandite
@granditeeaa
@datavault_uk
@mdmgeek
@halechris
@bigidsecure

Top Mentioned in G1:
@antgrasso
@lindagrass0
@ibm
@talend
@gartner_inc
@grihasoft
@prolifics
@wichitastate
@antgrasso_it
@aukendog

Top Mentioned in G2:
@richardeudes
@analytics_699
@bigdata_fr
@datascientistsf
@marcusborba
@suriyasubraman
@analyticsfrance
@analyticsindiam
@prosumersoft
@hubbucket

Top Mentioned in G3:
@axeltroike
@grandite
@granditeeaa
@richardeudes
@datavault_uk
@mdmgeek
@halechris
@craigmullins
@bigidsecure
@nicola_askham

Top Mentioned in G4:
@semanticbeeng
@modulardata
@drivingdig
@immutadata
@tambellinigroup

Top Mentioned in G5:
@richardeudes
@hubbucket
@informatica
@azurepurview
@celcom
@azure_synapse
@hubdataops
@hubdevops
@prosumersoft
@rosenchild

Top Mentioned in G6:
@snowflakedb
@alation
@nyike
@star_cio
@kentgraziano
@sincusa
@infogix
@principal
@collibra
@tableau

Top Mentioned in G7:
@brkotschwar
@datagovhub
@bradjcarr
@je_suis_ravi
@sultanmeghji
@wto
@jlopezgonzalez1
@lindajeng1
@planetdgtl
@iiepgw

Top Mentioned in G8:
@datakitchen_io
@delphix
@chrisbergh
@expertechinsght
@the_jaxson
@gaiabellavista
@sl_shuminliu
@codemotionworld
@pa_wela
@sei_cmu

Top Mentioned in G9:
@datagovnetwork
@idfcinstitute
@hadarkar
@sharmadhas
@munshimeenaz
@bhansalianushka
@hvpachisia
@subhashish30
@indiadst

Top Mentioned in G10:
@adaptcentre

Top Tweeters
Top Tweeters in Entire Graph:
@airtel_presence
@sectest9
@kayemenner
@paoloigna1
@jiocare
@cybersec_feeds
@chidambara09
@femtech_
@xaelbot
@evankirstel

Top Tweeters in G1:
@kayemenner
@paoloigna1
@evankirstel
@periscopeislit
@parvez1
@the404code
@albertan48
@stem_nastics
@jayeshmthakur
@fabriziobustama

Top Tweeters in G2:
@chidambara09
@femtech_
@xaelbot
@bexxmodd
@thedeveloperbot
@friday_js_bot
@andrewmorrisuk
@hubofml
@calcaware
@artificialbra1n

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@cybersecurityn8
@businessinsider
@rvp
@golwgymor
@kevinpascoe
@zdnet
@education_24x7
@botcybersec

Top Tweeters in G4:
@saeedbaygi
@ihirejobalerts
@dd_fafa_
@hrfmjp
@hyounpark
@dd_bun_
@ictnieuws
@flashennio
@dataprotectwf
@markhorseman

Top Tweeters in G5:
@rosenchild
@dataaugmented
@mackdrama1017
@celcom
@sustaintrends
@pyscalellc
@kirkdborne
@e_nterdiscipl
@sqlchicken
@datasciencectrl

Top Tweeters in G6:
@digitalmehmet
@mylessuer
@kellblog
@kentgraziano
@ashoknellikar
@ventanaresearch
@nyike
@tableau
@lowcodebot
@microsoft

Top Tweeters in G7:
@keremalkin
@aaronsonsusan
@fletcherschool
@craigaatkinson
@wto
@prleblond
@elliottschoolgw
@iiepgw
@pholmes8
@junepark

Top Tweeters in G8:
@aithority
@delphix
@codemotionworld
@criccomini
@sei_cmu
@datakitchen_io
@chrisbergh
@privitarglobal
@hazy_ai
@pa_wela

Top Tweeters in G9:
@indiadst
@datag
@vashtalk
@matthan
@megdoerr
@itforchange
@idfcinstitute
@sharmadhas
@sagebio
@prakharmisra

Top Tweeters in G10:
@esraa_ali
@wearetudublin
@nextcfd
@thepostdoctoral
@athloneit
@adaptcentre
@katya_mcdonagh
@bcowanhci
@souravdas24491
@clareconran