dhinchcliffe, Twitter, 2/19/2019 4:20:35 AM, 187217


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dhinchcliffe_2019-02-18_19-30-26.xlsx
dhinchcliffe_2019-02-18_19-30-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 19, 2019
Short Description:
dhinchcliffe via NodeXL http://bit.ly/2SKF58f
@dhinchcliffe
@mipsytipsy
@sarbjeetjohal
@ipfconline1
@antgrasso
@helene_wpli
@kirkdborne
@rwang0
@enricomolinari
@b2bbizbuilder

Top hashtags:
#digitaltransformation
#ai
#cio
#bigdata
#analytics
#cloud
#iot
#msbizapps

Description:
Description
The graph represents a network of 2,381 Twitter users whose tweets in the requested range contained "dhinchcliffe", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 19 February 2019 at 03:31 UTC.

The requested start date was Tuesday, 19 February 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 20-hour, 56-minute period from Tuesday, 05 February 2019 at 22:13 UTC to Monday, 18 February 2019 at 19:10 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 : 2381
Unique Edges : 10658
Edges With Duplicates : 47968
Total Edges : 58626
Number of Edge Types : 3
Mentions : 57119
Replies to : 1358
Tweet : 149
Self-Loops : 149
Reciprocated Vertex Pair Ratio : 0.113378378378378
Reciprocated Edge Ratio : 0.20366549338512
Connected Components : 27
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 2349
Maximum Edges in a Connected Component : 58591
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.934333
Graph Density : 0.00290782419645725
Modularity : 0.162494
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[79] https://www.snaplogic.com/blog/true-value-of-data
[58] https://www.zdnet.com/article/the-biggest-lessons-learned-in-digital-transformation/
[43] http://www.adweek.com/?p=953259
[40] http://blog.net-effect.com/readiness-digital-transformation/
[39] https://medium.com/p/almost-everything-you-ever-wanted-to-know-about-quantum-computers-5ee6bc2f40ba
[36] https://www.zdnet.com/article/how-saps-partner-ecosystem-is-built-for-long-term-growth/
[34] http://www.informationweek.com/big-data/big-data-analytics/what-you-need-to-know-about-augmented-analytics/a/d-id/1333696
[31] https://www.technologyreview.com/s/612897/this-is-why-ai-has-yet-to-reshape-most-businesses/
[25] https://www.accenture.com/us-en/insights/technology/technology-trends-2019?c=dhinchcliffe
[23] https://hbr.org/2019/01/the-cost-of-self-driving-cars-will-be-the-biggest-barrier-to-their-adoption

Top URLs in Tweet in G1:
[77] https://www.snaplogic.com/blog/true-value-of-data
[48] https://www.zdnet.com/article/the-biggest-lessons-learned-in-digital-transformation/
[43] http://www.adweek.com/?p=953259
[36] http://blog.net-effect.com/readiness-digital-transformation/
[35] https://medium.com/p/almost-everything-you-ever-wanted-to-know-about-quantum-computers-5ee6bc2f40ba
[31] http://www.informationweek.com/big-data/big-data-analytics/what-you-need-to-know-about-augmented-analytics/a/d-id/1333696
[23] https://hbr.org/2019/01/the-cost-of-self-driving-cars-will-be-the-biggest-barrier-to-their-adoption
[22] https://www.splunk.com/content/splunk-blogs/en/2018/09/24/the-newest-data-attack.html
[9] https://www.technologyreview.com/s/612897/this-is-why-ai-has-yet-to-reshape-most-businesses/
[9] https://www.information-age.com/digital-transformation-back-office-culture-123478723/

Top URLs in Tweet in G2:
[20] https://www.technologyreview.com/s/612897/this-is-why-ai-has-yet-to-reshape-most-businesses/
[18] https://www.technologyreview.com/s/612898/ai-is-reinventing-the-way-we-invent/
[15] https://blogs.starcio.com/2019/02/top-social-cio-ciochatlive.html
[11] https://www.cio.com/article/3339478/change-management/what-is-effective-change-management.html
[8] https://blog.architecting.it/data-protection-multi-cloud/?utm_medium=twitter&utm_campaign=timeline&utm_source=social
[8] https://www.zdnet.com/article/how-saps-partner-ecosystem-is-built-for-long-term-growth/
[8] https://dzone.com/articles/ten-amazing-benefits-of-serverless-technology
[7] http://cloudcomputing.sys-con.com/node/4364730
[6] https://www.ibmbigdatahub.com/blog/digital-transformation-elevator-pitch-comic-book
[6] https://events.eventzilla.net/e/2019-ciochat-live-2138711505

Top URLs in Tweet in G3:
[27] https://www.zdnet.com/article/how-saps-partner-ecosystem-is-built-for-long-term-growth/
[11] https://vimeo.com/307327668
[8] https://www.constellationr.com/research/constellation-shortlist-enterprise-low-code-tools-and-platforms-2
[6] https://peoplecentered.net/2019/01/15/responsible-digital-inclusion-how-can-we-be-safe-and-welcoming-to-all/
[6] https://www.zdnet.com/article/microsofts-common-data-model-what-users-not-just-dynamics-365-ones-need-to-know/
[6] https://www.ibmbigdatahub.com/blog/digital-transformation-elevator-pitch-comic-book
[6] https://www.constellationr.com/blog-news/cio-predictions-2019
[5] https://peoplecentered.net/2019/01/31/project-coqui-4th-quarter-2018-update/
[5] https://vimeo.com/307331436
[5] https://peoplecentered.net/2019/01/19/native-americans-on-tribal-land-are-the-least-connected-to-high-speed-internet/

Top URLs in Tweet in G4:
[1] https://twitter.com/lhochstein/status/1094358809194115072
[1] https://twitter.com/dhinchcliffe/status/1095776127946084352

Top URLs in Tweet in G5:
[3] https://twitter.com/dhinchcliffe/status/1093951705526329345
[2] https://www.mckinsey.com/business-functions/organization/our-insights/the-five-trademarks-of-agile-organizations
[2] http://wakelet.com/wake/565ced8e-3517-419f-8daa-356f4fec13e8
[1] https://www.aerospike.com/blog/how-to-eat-an-elephant/?platform=hootsuite
[1] https://twitter.com/dhinchcliffe/status/1093333711834177537
[1] https://twitter.com/dhinchcliffe/status/1093713710193897472
[1] https://ibm.co/2GtmWo9?utm_content=84533756&utm_medium=social&utm_source=twitter&hss_channel=tw-192171500
[1] https://lnkd.in/eY26BZQ
[1] https://twitter.com/jeremyscrivens/status/1093836135929831429
[1] http://bit.ly/2SN1cKI

Top URLs in Tweet in G6:
[5] https://www.zdnet.com/article/what-enterprises-will-focus-on-for-digital-transformation-in-2018/?utm_campaign=buffer&utm_content=buffer98b98&utm_medium=social&utm_source=twitter.com
[1] https://dionhinchcliffe.com/2017/07/17/digital-transformation-and-the-leadership-quandary/?utm_content=buffer0e711&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://blog.net-effect.com/readiness-digital-transformation/
[1] https://dzone.com/articles/10-innovative-machine-learning-apis-you-should-lea-1

Top URLs in Tweet in G7:
[10] https://www.informationweek.com/big-data/ai-machine-learning/ibm-takes-watson-ai-to-aws-google-azure/d/d-id/1333895?_mc=rss_x_iwr_edt_aud_iw_x_x-rss-simple
[4] https://www.thinkers360.com/top-20-global-thought-leaders-on-ai-october-2018/
[2] https://link.medium.com/SqjhOX6kIT
[1] https://www.cio.com/article/3339478/change-management/what-is-effective-change-management.html
[1] https://www.zdnet.com/article/how-saps-partner-ecosystem-is-built-for-long-term-growth/
[1] https://www.youtube.com/watch?v=u00qKPgirYg&feature=youtu.be

[1] http://r.socialstudio.radian6.com/7e813140-ecf3-4f54-a29b-7e595e6be0d7
[1] https://dy.si/fSfcd
[1] http://bit.ly/2FYKIsJ?utm_content=84001356&utm_medium=social&utm_source=twitter&hss_channel=tw-192171500

Top URLs in Tweet in G8:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=186358
[5] https://www.forbes.com/sites/forbestechcouncil/2019/02/07/three-reasons-ai-should-be-your-data-center-co-pilot/?utm_content=85072590&utm_medium=social&utm_source=twitter&hss_channel=tw-979407030363439104#1c1179ae16e10
[4] https://blog.architecting.it/data-protection-multi-cloud/?utm_medium=twitter&utm_campaign=timeline&utm_source=social
[2] https://www.technologyreview.com/s/612897/this-is-why-ai-has-yet-to-reshape-most-businesses/
[2] https://www.information-age.com/gartner-digital-transformation-123478351/
[2] https://www.ciodive.com/news/2019-trends-cio-role-gaining-prominence-as-technology-solidifies-importanc/545090/?twitter=@aneeshnair
[2] https://www.cio.com/article/3329924/leadership-management/7-key-cio-influence-strategies.html?twitter=@aneeshnair
[1] https://www.cio.com/article/3236476/leadership-management/chief-data-officer-vs-chief-digital-officer-vs-chief-analytics-officer.html?twitter=@aneeshnair&utm_content=bufferc4b3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.constellationr.com/blog-news/cio-predictions-2019?twitter=@aneeshnair
[1] https://www.cio.co.nz/article/657050/inside-digital-transformation-an-it-function/?twitter=@aneeshnair

Top URLs in Tweet in G9:
[16] https://www.accenture.com/us-en/insights/technology/technology-trends-2019?c=dhinchcliffe
[2] http://r.socialstudio.radian6.com/174b43bc-cd26-41da-93de-3af5e3f5f7de
[1] https://twitter.com/dhinchcliffe/status/1096220241628061696

Top URLs in Tweet in G10:
[2] https://twitter.com/dhinchcliffe/status/1093949880521809920
[1] https://connectedfutures.cisco.com/article/accounting-technical-debt/?utm_source=cfm-post-share&utm_medium=twitter&utm_content=Accounting
[1] for
[1] Technical
[1] Debt&utm_campaign=outbound-sharing
[1] https://connectedfutures.cisco.com/article/accounting-technical-debt/
[1] http://www.informationweek.com/big-data/big-data-analytics/what-you-need-to-know-about-augmented-analytics/a/d-id/1333696
[1] https://blog.architecting.it/data-protection-multi-cloud/?utm_medium=twitter&utm_campaign=timeline&utm_source=social

Top Domains
Top Domains in Tweet in Entire Graph:
[111] zdnet.com
[107] twitter.com
[79] snaplogic.com
[55] technologyreview.com
[50] medium.com
[45] net-effect.com
[44] informationweek.com
[43] adweek.com
[38] constellationr.com
[32] vimeo.com

Top Domains in Tweet in G1:
[77] snaplogic.com
[48] zdnet.com
[43] adweek.com
[41] net-effect.com
[37] medium.com
[31] informationweek.com
[23] hbr.org
[22] splunk.com
[13] technologyreview.com
[12] information-age.com

Top Domains in Tweet in G2:
[39] technologyreview.com
[30] twitter.com
[17] zdnet.com
[16] constellationr.com
[15] starcio.com
[14] cio.com
[10] dzone.com
[8] architecting.it
[8] forbes.com
[8] medium.com

Top Domains in Tweet in G3:
[37] zdnet.com
[32] twitter.com
[30] vimeo.com
[21] peoplecentered.net
[18] constellationr.com
[8] ibm.co
[6] ibmbigdatahub.com
[5] bit.ly
[5] faveeo.com
[4] zd.net

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[14] twitter.com
[3] wakelet.com
[2] mckinsey.com
[1] aerospike.com
[1] ibm.co
[1] lnkd.in
[1] bit.ly
[1] ibm.com
[1] buff.ly

Top Domains in Tweet in G6:
[5] zdnet.com
[1] dionhinchcliffe.com
[1] net-effect.com
[1] dzone.com

Top Domains in Tweet in G7:
[10] informationweek.com
[4] thinkers360.com
[2] medium.com
[1] cio.com
[1] zdnet.com
[1] youtube.com
[1] radian6.com
[1] dy.si
[1] bit.ly

Top Domains in Tweet in G8:
[6] nodexlgraphgallery.org
[5] forbes.com
[4] architecting.it
[3] technologyreview.com
[3] cio.com
[2] information-age.com
[2] ciodive.com
[1] constellationr.com
[1] co.nz
[1] zdnet.com

Top Domains in Tweet in G9:
[16] accenture.com
[2] radian6.com
[1] twitter.com

Top Domains in Tweet in G10:
[2] cisco.com
[2] twitter.com
[1] informationweek.com
[1] architecting.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[550] digitaltransformation
[475] ai
[221] cio
[220] bigdata
[187] analytics
[160] cloud
[154] iot
[124] msbizapps
[116] think2019
[101] datascience



Top Hashtags in Tweet in G1:
[321] digitaltransformation
[225] ai
[191] bigdata
[134] analytics
[85] martech
[81] datascience
[78] fintech
[74] iot
[65] mwc18
[65] ericssondigital

Top Hashtags in Tweet in G2:
[156] ai
[128] cloud
[111] cio
[103] digitaltransformation
[103] think2019
[88] msbizapps
[47] iot
[43] ciochatlive
[38] cx
[37] tech

Top Hashtags in Tweet in G3:
[45] digitaltransformation
[39] ai
[33] msbizapps
[30] internet
[22] cio
[18] accessibility
[13] cdo
[13] tech
[13] cloud
[13] machinelearning

Top Hashtags in Tweet in G4:
[1] cloud

Top Hashtags in Tweet in G5:
[7] digitaltransformation
[7] dw24
[5] esnchat
[3] futureofwork
[3] digitalworkplace
[3] ffb
[3] think2019
[3] iot
[2] digital
[2] km

Top Hashtags in Tweet in G6:
[24] digitaltransformation
[14] ai
[6] leadership
[5] digital
[5] cio
[4] digitaldisruption
[4] culture
[3] humor
[1] futureofwork
[1] industry40

Top Hashtags in Tweet in G7:
[18] ai
[10] ibm
[10] aws
[10] google
[10] azure
[7] think2019
[4] thinkers360
[4] digitaltransformation
[3] artificialintelligence
[2] algorithms

Top Hashtags in Tweet in G8:
[21] digitaltransformation
[17] cio
[12] ai
[7] it
[5] cto
[5] cdo
[4] cybersecurity
[4] dataprotection
[4] multicloud
[3] cx

Top Hashtags in Tweet in G9:
[16] techtrends
[3] digitaltransformation
[1] entrepreneurship
[1] 4ir
[1] tech
[1] fridayfun
[1] techvision2019
[1] blockchain
[1] ai
[1] cx

Top Hashtags in Tweet in G10:
[24] industry40
[7] iot
[4] cio
[4] iiot
[3] cybersecurity
[3] machinelearning
[3] cloud
[2] analytics
[2] digitaltransformation
[2] artificialinteligence

Top Words
Top Words in Tweet in Entire Graph:
[3134] Words in Sentiment List#1: Positive
[1522] Words in Sentiment List#2: Negative
[19] Words in Sentiment List#3: Angry/Violent
[128056] Non-categorized Words
[132713] Total Words
[2717] dhinchcliffe
[2067] sarbjeetjohal
[1369] digitalcloudgal
[1355] evankirstel
[1342] jayferro

Top Words in Tweet in G1:
[469] dhinchcliffe
[321] digitaltransformation
[297] ipfconline1
[245] cc
[242] data
[240] sarbjeetjohal
[239] ai
[224] enricomolinari
[193] bigdata
[181] evankirstel

Top Words in Tweet in G2:
[1743] sarbjeetjohal
[1688] dhinchcliffe
[1243] jayferro
[1227] digitalcloudgal
[1193] tcrawford
[1131] schmarzo
[1121] billmew
[1102] evankirstel
[1078] drjdrooghaag
[1026] furrier

Top Words in Tweet in G3:
[311] dhinchcliffe
[78] future
[70] microsoft
[66] constellationr
[61] cc
[60] data
[60] partner
[59] ecosystem
[54] ai
[53] pci_initiative

Top Words in Tweet in G4:
[169] mipsytipsy
[168] much
[168] up
[168] engineers
[167] subject
[167] visibility
[167] think
[167] overestimate
[167] detail
[167] known

Top Words in Tweet in G5:
[79] dhinchcliffe
[35] rhappe
[32] ritazonius
[32] paulmillersays
[27] sorokti
[26] akwyz
[26] isabeldeclercq
[26] alecmcint
[26] sammarshall
[25] tedhopton

Top Words in Tweet in G6:
[80] digital
[79] efforts
[79] focus
[79] more
[79] customer
[79] worker
[79] centric
[79] models
[77] antgrasso
[75] transformation

Top Words in Tweet in G7:
[20] dhinchcliffe
[18] ai
[17] ibm
[14] tondobbe
[14] mclynd
[11] tboobier
[11] michaelgale
[11] dralauterbach
[10] takes
[10] watson

Top Words in Tweet in G8:
[28] dhinchcliffe
[21] digitaltransformation
[19] cio
[18] apguha
[15] ai
[14] rwang0
[12] co
[12] aneeshnair
[11] evankirstel
[9] pfersht

Top Words in Tweet in G9:
[37] dhinchcliffe
[22] ms1mn
[22] sarbjeetjohal
[22] digitalcloudgal
[22] evankirstel
[22] kashthefuturist
[22] rwang0
[20] domhalps
[19] dez_blanchfield
[19] business

Top Words in Tweet in G10:
[33] dhinchcliffe
[29] 2019
[25] microsoft
[24] leading
[24] companies
[24] industry40
[24] generalelectric
[24] ptc
[24] siemens
[18] uptake

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[753] evankirstel,craw
[671] thecloudand_me,shanebrighton
[618] shanebrighton,digitalcloudgal
[577] schmarzo,apguha
[522] digitalcloudgal,fklivestolearn
[511] fklivestolearn,gvalan
[475] craw,spirosmargaris
[473] apguha,dhinchcliffe
[455] spirosmargaris,dvellante
[424] ibm,redhat

Top Word Pairs in Tweet in G1:
[93] digitaltransformation,2019
[80] bigdata,datascience
[77] true,value
[77] value,data
[77] data,invest
[77] invest,data
[77] data,centricity
[77] centricity,gdhillon
[77] gdhillon,snaplogic
[72] snaplogic,bigdata

Top Word Pairs in Tweet in G2:
[707] evankirstel,craw
[610] thecloudand_me,shanebrighton
[557] schmarzo,apguha
[554] shanebrighton,digitalcloudgal
[472] digitalcloudgal,fklivestolearn
[462] fklivestolearn,gvalan
[451] craw,spirosmargaris
[444] apguha,dhinchcliffe
[432] spirosmargaris,dvellante
[406] ibm,redhat

Top Word Pairs in Tweet in G3:
[53] partner,ecosystem
[50] sap's,partner
[31] long,term
[31] term,growth
[31] dhinchcliffe,constellationr
[30] ecosystem,built
[30] built,long
[26] zdnet,dhinchcliffe
[23] growth,zdnet
[21] find,out

Top Word Pairs in Tweet in G4:
[167] subject,visibility
[167] visibility,think
[167] think,engineers
[167] engineers,overestimate
[167] overestimate,much
[167] much,detail
[167] detail,known
[167] known,directors
[167] directors,up
[167] up,underestimate

Top Word Pairs in Tweet in G5:
[26] ritazonius,isabeldeclercq
[26] isabeldeclercq,alecmcint
[26] paulmillersays,sammarshall
[25] alecmcint,rhappe
[25] rhappe,paulmillersays
[23] akwyz,ritazonius
[20] sammarshall,tedhopton
[17] dhinchcliffe,akwyz
[16] tedhopton,marshacollier
[15] marshacollier,sorokti

Top Word Pairs in Tweet in G6:
[79] efforts,focus
[79] focus,more
[79] more,customer
[79] customer,worker
[79] worker,centric
[79] centric,models
[75] digital,transformation
[69] increasingly,holistic
[69] holistic,digital
[69] transformation,efforts

Top Word Pairs in Tweet in G7:
[11] tondobbe,tboobier
[11] tboobier,michaelgale
[11] michaelgale,dralauterbach
[10] ibm,takes
[10] takes,watson
[10] watson,ai
[10] ai,aws
[10] aws,google
[10] google,azure
[10] azure,tondobbe

Top Word Pairs in Tweet in G8:
[11] dhinchcliffe,rwang0
[9] rwang0,pfersht
[7] https,t
[7] t,co
[6] apguha,read
[6] read,gt
[6] apguha,ai
[6] cio,nodexl
[6] nodexl,aneeshnair
[6] aneeshnair,dhinchcliffe

Top Word Pairs in Tweet in G9:
[20] digitalcloudgal,evankirstel
[20] evankirstel,kashthefuturist
[20] kashthefuturist,rwang0
[19] rwang0,dhinchcliffe
[18] domhalps,digitalcloudgal
[17] sarbjeetjohal,domhalps
[17] dhinchcliffe,dez_blanchfield
[16] new,techtrends
[16] techtrends,change
[16] change,business

Top Word Pairs in Tweet in G10:
[24] leading,companies
[24] companies,industry40
[24] industry40,2019
[24] microsoft,generalelectric
[24] generalelectric,ptc
[24] ptc,siemens
[18] dhinchcliffe,leading
[18] 2019,microsoft
[18] siemens,uptake
[18] uptake,nvidia

Top Replied-To
Top Replied-To in Entire Graph:
@sarbjeetjohal
@dhinchcliffe
@billmew
@tcrawford
@furrier
@jayferro
@marshacollier
@rwang0
@drjdrooghaag
@mdkail

Top Replied-To in G1:
@sarbjeetjohal
@dhinchcliffe
@billmew
@jayferro
@furrier
@enricomolinari
@ipfconline1
@tiffani_bova
@marshacollier
@tcrawford

Top Replied-To in G2:
@sarbjeetjohal
@billmew
@dhinchcliffe
@tcrawford
@furrier
@jayferro
@rwang0
@drjdrooghaag
@mdkail
@nyike

Top Replied-To in G3:
@dhinchcliffe
@joannmoretti
@b2bbizbuilder
@sarbjeetjohal
@constellationr
@holgermu
@init4health
@thomaspower
@neilmilliken
@marshacollier

Top Replied-To in G4:
@mipsytipsy
@dhinchcliffe
@tonyjhopkinson

Top Replied-To in G5:
@dhinchcliffe
@christianrenard
@ritazonius
@jedpc
@tomboden1871
@marshacollier
@weesandy
@mollyanglin
@kdhungerford
@iangertler

Top Replied-To in G6:
@thecloudand_me
@antgrasso

Top Replied-To in G7:
@ibmcloud
@billmew
@davidmussanlevy
@dhinchcliffe

Top Replied-To in G8:
@apguha
@aiagile

Top Replied-To in G9:
@ms1mn

Top Mentioned
Top Mentioned in Entire Graph:
@dhinchcliffe
@sarbjeetjohal
@digitalcloudgal
@evankirstel
@jayferro
@tcrawford
@schmarzo
@rwang0
@billmew
@drjdrooghaag

Top Mentioned in G1:
@dhinchcliffe
@ipfconline1
@sarbjeetjohal
@evankirstel
@helene_wpli
@kirkdborne
@enricomolinari
@rwang0
@digitalcloudgal
@andi_staub

Top Mentioned in G2:
@dhinchcliffe
@sarbjeetjohal
@jayferro
@digitalcloudgal
@tcrawford
@schmarzo
@evankirstel
@drjdrooghaag
@billmew
@nyike

Top Mentioned in G3:
@dhinchcliffe
@microsoft
@constellationr
@pci_initiative
@zdnet
@sap
@meilinfung
@lnfrance
@sarbjeetjohal
@holgermu

Top Mentioned in G4:
@mipsytipsy
@dhinchcliffe
@sarbjeetjohal
@deptofdefense

Top Mentioned in G5:
@dhinchcliffe
@rhappe
@paulmillersays
@ritazonius
@sorokti
@akwyz
@isabeldeclercq
@alecmcint
@sammarshall
@tedhopton

Top Mentioned in G6:
@antgrasso
@dhinchcliffe
@sarbjeetjohal
@ipfconline1
@cbinsights
@evankirstel
@tcrawford
@devcleary
@zdnet
@shanebrighton

Top Mentioned in G7:
@dhinchcliffe
@tondobbe
@mclynd
@tboobier
@michaelgale
@dralauterbach
@ronald_v
@ibm
@neilcattermull
@spirosmargaris

Top Mentioned in G8:
@dhinchcliffe
@apguha
@rwang0
@aneeshnair
@evankirstel
@pfersht
@gartner_inc
@cioonline
@fisher85m
@sarbjeetjohal

Top Mentioned in G9:
@dhinchcliffe
@sarbjeetjohal
@digitalcloudgal
@evankirstel
@kashthefuturist
@rwang0
@ms1mn
@domhalps
@dez_blanchfield
@accenture

Top Mentioned in G10:
@dhinchcliffe
@microsoft
@generalelectric
@ptc
@siemens
@uptake
@nvidia
@evankirstel
@up
@ipfconline1

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@sectest9
@nosqldigest
@evankirstel
@3rdrockhome
@gamergeeknews
@itknowingness
@ottlegalrebels
@eraser

Top Tweeters in G1:
@arkangelscrap
@sectest9
@3rdrockhome
@ottlegalrebels
@eraser
@chidambara09
@fintechna
@calcaware
@machinelearnflx
@simonlporter

Top Tweeters in G2:
@jornalistavitor
@evankirstel
@gamergeeknews
@marshacollier
@richsimmondsza
@akwyz
@data_nerd
@kimgarst
@entwistletx
@alaskaair

Top Tweeters in G3:
@nosqldigest
@itknowingness
@tmobile
@lisabriercliffe
@valaafshar
@trippbraden
@windows
@danielgullo
@debraruh
@fastcompany

Top Tweeters in G4:
@billnigh
@ppiixx
@kf
@wiredferret
@swiftonsecurity
@tonyjhopkinson
@_mjan
@craignicol
@whereisthespai
@darksim905

Top Tweeters in G5:
@grattonboy
@benedictevans
@realcoreyengel
@rautsan
@3itcom
@iangertler
@jdub
@therab
@utronschindler
@srjf

Top Tweeters in G6:
@biconnections
@leadfromback
@cindurmata_2018
@enrikelopez
@beeconch
@martinciupa
@motorcycletwitt
@antgrasso
@bobsudothis
@lynnettektaylor

Top Tweeters in G7:
@releaseteam
@markmichaeldom
@vcloud_storage
@mclynd
@tomraftery
@salesforce
@cspenn
@epicrelevance
@patcong0303
@hightechpro

Top Tweeters in G8:
@forbes
@apurba3110
@jpfrioul
@cioonline
@chrismevans
@colinmasson
@procurementstar
@rodbyfieldcio
@gartner_inc
@pfersht

Top Tweeters in G9:
@monalisazelf
@pickooo
@unix_guru
@toddzebert
@accenture
@chrisg_nsf
@val
@itnovum
@w00ki33
@accenturetech

Top Tweeters in G10:
@colorstreamedia
@padididit
@thehipposhoe
@generalelectric
@adeyemoadekunl2
@ptc
@edgeiotai
@nvidia
@up
@siemens


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