dhinchcliffe, Twitter, 12/8/2019 7:45:25 AM, 218383


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dhinchcliffe_2019-12-07_21-52-00.xlsx
dhinchcliffe_2019-12-07_21-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2019
Short Description:
dhinchcliffe via NodeXL http://bit.ly/2DTfJvg
@dhinchcliffe
@ronald_vanloon
@enricomolinari
@constellationr
@ipfconline1
@sarbjeetjohal
@apguha
@iangertler
@mikequindazzi
@mylessuer

Top hashtags:
#digitaltransformation
#ai
#futureofwork
#data
#experienceeconomy

Description:
Description
The graph represents a network of 1,256 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 Sunday, 08 December 2019 at 05:52 UTC.

The requested start date was Sunday, 08 December 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, 5-hour, 49-minute period from Sunday, 24 November 2019 at 03:52 UTC to Friday, 06 December 2019 at 09:41 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 : 1256
Unique Edges : 3798
Edges With Duplicates : 4664
Total Edges : 8462
Number of Edge Types : 3
Mentions : 8212
Replies to : 200
Tweet : 50
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.071042971280501
Reciprocated Edge Ratio : 0.132661290322581
Connected Components : 31
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 1226
Maximum Edges in a Connected Component : 8449
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.83
Graph Density : 0.00314664907249981
Modularity : 0.350772
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,256 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 Sunday, 08 December 2019 at 05:52 UTC.

The requested start date was Sunday, 08 December 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, 5-hour, 49-minute period from Sunday, 24 November 2019 at 03:52 UTC to Friday, 06 December 2019 at 09:41 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 : dhinchcliffe
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:
[37] https://www.forbes.com/sites/peterbendorsamuel/2019/10/14/software-is-eating-the-world-but-services-is-eating-software/#5b9abc6e2116
[31] https://blogs.wsj.com/cio/2019/11/08/how-to-transform-a-big-old-company-into-an-agile-digital-business/
[23] https://www.topbots.com/combination-ai-blockchain-revolutionize-10-industries/
[23] https://enterprisersproject.com/article/2019/11/digital-transformation-3-leadership-approaches
[23] http://www.intelligentworld.institute/LandingPageUTM?eid=979270da54adc38703e5b939abd062ee49ca561715cc46816467e905f95a2d552a2ed2872805b32de877ebcbdc3b9ee14fe673aaf88d6e3d0b9d5177f326d738
[22] https://www.gartner.com/smarterwithgartner/create-a-data-driven-culture-by-influencing-3-areas/
[22] https://aws.amazon.com/blogs/aws/introducing-qc2-the-quantum-compute-cloud/
[21] https://www.mckinsey.com/featured-insights/artificial-intelligence/global-ai-survey-ai-proves-its-worth-but-few-scale-impact
[21] https://www.consultancy.eu/news/3470/74-of-european-organisations-are-digital-transformation-laggards
[15] https://www.equinix.com/newsroom/press-releases/pr/123853/Top--Technology-Trends-to-Impact-the-Digital-Infrastructure-Landscape-in-/

Top URLs in Tweet in G1:
[17] https://blogs.wsj.com/cio/2019/11/08/how-to-transform-a-big-old-company-into-an-agile-digital-business/
[12] https://www.enterpriseirregulars.com/132080/the-biggest-insights-and-trends-in-digital-transformation-for-2019/
[10] https://www.consultancy.eu/news/3470/74-of-european-organisations-are-digital-transformation-laggards
[6] https://enterprisersproject.com/article/2019/11/digital-transformation-3-leadership-approaches
[6] http://r.socialstudio.radian6.com/9e7e203f-b51c-4ca7-b9d2-82472aee9a70
[5] https://sloanreview.mit.edu/article/infographic-learning-and-leadership-evolving-in-digital-business/?utm_medium=social&utm_source=twitter&utm_campaign=dlrpt2018
[4] https://www.constellationr.com/blog-news/creating-modern-digital-workplace-and-employee-experience
[3] https://twitter.com/trygigster/status/1199413037670621184
[3] https://www.forbes.com/sites/peterbendorsamuel/2019/10/14/software-is-eating-the-world-but-services-is-eating-software/#5b9abc6e2116
[3] https://aws.amazon.com/blogs/aws/introducing-qc2-the-quantum-compute-cloud/

Top URLs in Tweet in G2:
[17] http://www.intelligentworld.institute/LandingPageUTM?eid=979270da54adc38703e5b939abd062ee49ca561715cc46816467e905f95a2d552a2ed2872805b32de877ebcbdc3b9ee14fe673aaf88d6e3d0b9d5177f326d738
[9] https://www.forbes.com/sites/falonfatemi/2019/11/27/how-to-future-proof-yourself-against-ai?utm_content=107040385&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[8] https://www.forbes.com/sites/peterbendorsamuel/2019/10/14/software-is-eating-the-world-but-services-is-eating-software/#5b9abc6e2116
[7] https://www.plant.ca/features/look-to-the-it-edges-to-secure-your-digital-transformation/?utm_content=106528176&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887
[6] https://hubs.ly/H0m2kQT0
[6] https://www.informationweek.com/strategic-cio/executive-insights-and-innovation/strategies-you-need-to-make-digital-transformation-work/d/d-id/1336440?utm_content=106948008&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[5] https://canada.businesschief.com/leadership/3364/Why-digital-transformation-must-be-driven-by-the-board?utm_content=106322318&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887
[4] https://analyticsindiamag.com/machine-learning-now-shows-how-music-influences-human-experience/?utm_content=106325426&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[3] https://thefinancialbrand.com/90637/digital-banking-tech-experience-loyalty-trends/?utm_content=106319659&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887
[3] https://sloanreview.mit.edu/article/making-it-easier-to-manage-and-scale-digital-projects/

Top URLs in Tweet in G3:
[20] https://www.mckinsey.com/featured-insights/artificial-intelligence/global-ai-survey-ai-proves-its-worth-but-few-scale-impact
[16] https://aws.amazon.com/blogs/aws/introducing-qc2-the-quantum-compute-cloud/
[14] https://www.equinix.com/newsroom/press-releases/pr/123853/Top--Technology-Trends-to-Impact-the-Digital-Infrastructure-Landscape-in-/
[12] https://blogs.wsj.com/cio/2019/11/08/how-to-transform-a-big-old-company-into-an-agile-digital-business/
[7] https://sloanreview.mit.edu/article/making-it-easier-to-manage-and-scale-digital-projects/
[6] https://www.thoughtworks.com/radar?utm_campaign=tech-radar&utm_medium=pr&utm_source=prnewswire
[5] https://enterprisersproject.com/article/2019/11/digital-transformation-3-leadership-approaches
[5] https://www.youtube.com/watch?v=4G6HnVj9obI&feature=youtu.be

[5] https://www.consultancy.eu/news/3470/74-of-european-organisations-are-digital-transformation-laggards
[4] https://www.kleinerperkins.com/perspectives/moveworks-a-new-interaction-model-for-enterprise-workflows/

Top URLs in Tweet in G4:
[24] https://www.forbes.com/sites/peterbendorsamuel/2019/10/14/software-is-eating-the-world-but-services-is-eating-software/#5b9abc6e2116
[19] https://www.gartner.com/smarterwithgartner/create-a-data-driven-culture-by-influencing-3-areas/
[15] https://www.topbots.com/combination-ai-blockchain-revolutionize-10-industries/
[10] https://techxplore.com/news/2019-11-ai-ever-changing-climate.html
[6] https://www.thegeniusworks.com/2018/10/the-corporate-innovation-ecosystem-understanding-the/
[5] https://www.orfonline.org/research/formulating-ai-norms-intelligent-systems-and-human-values-55290/
[4] https://hubs.ly/H0m2kQT0
[2] https://www.consultancy.eu/news/3470/74-of-european-organisations-are-digital-transformation-laggards
[2] https://buff.ly/33RNeZB
[2] https://www.enterpriseirregulars.com/132080/the-biggest-insights-and-trends-in-digital-transformation-for-2019/

Top URLs in Tweet in G5:
[1] https://twitter.com/dhinchcliffe/status/1202547350146818048
[1] https://twitter.com/timoelliott/status/1201434285762392064
[1] http://sap.to/60121r1SM
[1] http://ow.ly/Xl9Z50xjRYx
[1] http://www.intelligentworld.institute/LandingPageUTM?eid=979270da54adc38703e5b939abd062ee49ca561715cc46816467e905f95a2d552a2ed2872805b32de877ebcbdc3b9ee14fe673aaf88d6e3d0b9d5177f326d738
[1] http://sap.to/60121RaFr
[1] http://sap.to/60111usXU
[1] http://sap.to/60171P025
[1] https://twitter.com/ritazonius/status/791711412724858881?s=21
[1] https://twitter.com/ritazonius/status/791711412724858881

Top URLs in Tweet in G6:
[12] https://enterprisersproject.com/article/2019/11/digital-transformation-3-leadership-approaches
[6] https://www.youtube.com/watch?v=4G6HnVj9obI&feature=youtu.be

[2] https://buff.ly/2DNbilx
[2] https://www.citrix.com/products/citrix-workspace/form/employee-experience-virtual-summit/?utm_campaign=Q419_EEVS&utm_medium=Paid+Influencer&utm_source=Dion+Hinchcliffe
[2] https://www.consultancy.eu/news/3470/74-of-european-organisations-are-digital-transformation-laggards
[1] https://twitter.com/anjumiqbal/status/1202580906445352961
[1] https://enterprisersproject.com/article/2019/12/digital-transformation-success-5-takeaways?sc_cid=7016000000127eyAAA
[1] https://enterprisersproject.com/article/2019/11/digital-transformation-3-leadership-approaches?sc_cid=7016000000127eyAAA
[1] https://www.business-solutions.telefonica.com/en/information-centre/multimedia/dion-hinchcliffe-on-digital-transformation/
[1] https://twitter.com/Telefonica/status/1197898782391713793

Top URLs in Tweet in G7:
[1] https://www.consultancy.eu/news/3470/74-of-european-organisations-are-digital-transformation-laggards
[1] https://www.ciodive.com/news/why-some-cios-are-ctos-too/566888/
[1] https://twitter.com/dhinchcliffe/status/1196443590433615872
[1] https://www.sap.com/assetdetail/2019/10/e438dce7-697d-0010-87a3-c30de2ffd8ff.html
[1] https://twitter.com/Ronald_vanLoon/status/1199715503218024450
[1] https://twitter.com/APGuha
[1] https://aws.amazon.com/blogs/aws/introducing-qc2-the-quantum-compute-cloud/
[1] https://twitter.com/dhinchcliffe/status/1202547350146818048
[1] https://twitter.com/dhinchcliffe/status/1202558063636602885
[1] https://twitter.com/dhinchcliffe/status/1201864993366560769

Top URLs in Tweet in G8:
[1] https://twitter.com/dhinchcliffe/status/1198908891133820928

Top URLs in Tweet in G9:
[1] https://pop.fingent.tech/ipWwGw

Top Domains
Top Domains in Tweet in Entire Graph:
[47] forbes.com
[41] twitter.com
[31] enterprisersproject.com
[31] wsj.com
[25] constellationr.com
[24] consultancy.eu
[23] topbots.com
[23] intelligentworld.institute
[22] mckinsey.com
[22] gartner.com

Top Domains in Tweet in G1:
[17] wsj.com
[15] constellationr.com
[12] consultancy.eu
[12] enterpriseirregulars.com
[9] twitter.com
[8] enterprisersproject.com
[8] radian6.com
[7] mit.edu
[5] bit.ly
[4] youtube.com

Top Domains in Tweet in G2:
[17] intelligentworld.institute
[17] forbes.com
[8] hubs.ly
[7] plant.ca
[6] informationweek.com
[5] businesschief.com
[4] analyticsindiamag.com
[3] sap.com
[3] thefinancialbrand.com
[3] mit.edu

Top Domains in Tweet in G3:
[20] mckinsey.com
[16] amazon.com
[14] equinix.com
[12] wsj.com
[10] twitter.com
[9] constellationr.com
[8] enterprisersproject.com
[7] mit.edu
[6] thoughtworks.com
[5] youtube.com

Top Domains in Tweet in G4:
[24] forbes.com
[19] gartner.com
[15] topbots.com
[10] techxplore.com
[6] thegeniusworks.com
[5] orfonline.org
[4] twitter.com
[4] hubs.ly
[3] buff.ly
[3] consultancy.eu

Top Domains in Tweet in G5:
[5] sap.to
[4] twitter.com
[3] sap.com
[1] ow.ly
[1] intelligentworld.institute

Top Domains in Tweet in G6:
[15] enterprisersproject.com
[6] youtube.com
[2] buff.ly
[2] twitter.com
[2] citrix.com
[2] consultancy.eu
[2] ow.ly
[1] telefonica.com
[1] wsj.com
[1] constellationr.com

Top Domains in Tweet in G7:
[8] twitter.com
[1] consultancy.eu
[1] ciodive.com
[1] sap.com
[1] amazon.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[1] fingent.tech

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[376] digitaltransformation
[215] ai
[114] futureofwork
[99] data
[72] experienceeconomy
[65] analytics
[58] cio
[53] iot
[52] cloud
[47] ml



Top Hashtags in Tweet in G1:
[236] digitaltransformation
[38] ai
[38] futureofwork
[31] cio
[23] iot
[21] ceo
[18] autonomousit
[15] emergingtech
[14] analytics
[14] 4ir

Top Hashtags in Tweet in G2:
[60] data
[60] ai
[33] futureofwork
[30] ar
[29] healthtech
[29] finserv
[28] ui
[28] fintech
[28] edtech
[27] digitaltransformation

Top Hashtags in Tweet in G3:
[50] ai
[37] cloud
[35] digitaltransformation
[26] reinvent
[20] data
[20] analytics
[20] revenue
[20] sales
[20] marketing
[19] awsreinvent

Top Hashtags in Tweet in G4:
[59] ai
[47] experienceeconomy
[43] digitaltransformation
[17] blockchain
[17] people
[17] culture
[17] vision
[11] cx
[9] supplychain
[9] data

Top Hashtags in Tweet in G5:
[21] happyweekend
[19] ff
[19] digital
[14] experiences
[2] futureofwork
[2] techunknown
[1] digitaltransformation
[1] digitalworkplace
[1] trust
[1] tech

Top Hashtags in Tweet in G6:
[27] digitaltransformation
[14] futureofwork
[9] cio
[8] tech
[7] employeeexperience
[7] digitalworkplace
[7] iot
[6] innovation
[4] vdi
[4] chro

Top Hashtags in Tweet in G7:
[4] digitaltransformation
[3] cio
[3] iot
[2] emergingtech
[2] cloudcomputing
[2] ceo
[2] futureofwork
[2] ai
[2] 4ir
[1] culture

Top Hashtags in Tweet in G8:
[5] ciochat
[1] culture
[1] talent
[1] processdebt
[1] cio
[1] leadership

Top Hashtags in Tweet in G10:
[1] kgoct

Top Words
Top Words in Tweet in Entire Graph:
[1129] Words in Sentiment List#1: Positive
[318] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[32589] Non-categorized Words
[34036] Total Words
[973] dhinchcliffe
[695] gt
[439] ronald_vanloon
[376] #digitaltransformation
[331] rwang0

Top Words in Tweet in G1:
[567] gt
[307] dhinchcliffe
[236] #digitaltransformation
[186] top
[182] value
[182] 100
[182] 2025
[182] wef
[181] economic
[181] trillion

Top Words in Tweet in G2:
[243] ronald_vanloon
[112] cio
[74] enricomolinari
[70] ðÿœš
[68] dhinchcliffe
[60] #data
[58] #ai
[56] use
[56] case
[56] kaeser

Top Words in Tweet in G3:
[371] dhinchcliffe
[303] rwang0
[290] apguha
[195] sarbjeetjohal
[181] hyounpark
[146] waynesadin
[146] tompetrocelli
[140] ctoadvisor
[136] mdkail
[130] tcrawford

Top Words in Tweet in G4:
[136] ronald_vanloon
[108] dhinchcliffe
[79] tamaramccleary
[75] gt
[73] ipfconline1
[53] #ai
[49] 2020
[49] software
[48] kirkdborne
[48] leeodden

Top Words in Tweet in G5:
[35] dhinchcliffe
[35] enricomolinari
[35] sallyeaves
[32] k_feldborg
[31] damien_cabadi
[23] business
[21] #happyweekend
[19] #ff
[19] #digital
[19] friends

Top Words in Tweet in G6:
[51] dhinchcliffe
[27] #digitaltransformation
[19] telefonicab2b
[16] âœ
[15] 4enterprisers
[14] #futureofwork
[14] davidfcarr
[14] constellationr
[12] rneelmani
[11] nyike

Top Words in Tweet in G7:
[22] gt
[10] ðÿœš
[7] dhinchcliffe
[5] mikequindazzi
[4] #digitaltransformation
[3] orgs
[3] #cio
[3] #iot
[2] anjahoffmann
[2] many

Top Words in Tweet in G8:
[5] #ciochat
[5] bevintech
[5] jckgld
[5] dchou1107
[5] larrylarmeu
[5] jcycio
[5] dhinchcliffe
[5] bobegan
[5] lmau
[5] sppitt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[450] gt,gt
[201] 100,trillion
[200] projected,economic
[200] economic,value
[200] value,#digitaltransformation
[200] #digitaltransformation,top
[200] top,100
[200] trillion,2025
[200] dhinchcliffe,wef
[174] 2025,gt

Top Word Pairs in Tweet in G1:
[374] gt,gt
[181] 100,trillion
[180] projected,economic
[180] economic,value
[180] value,#digitaltransformation
[180] #digitaltransformation,top
[180] top,100
[180] trillion,2025
[180] dhinchcliffe,wef
[155] 2025,gt

Top Word Pairs in Tweet in G2:
[111] ronald_vanloon,cio
[56] cio,use
[56] use,case
[56] case,kaeser
[56] kaeser,kompressoren
[56] kompressoren,uses
[56] uses,#data
[56] #data,improve
[56] improve,overall
[56] overall,efficiencies

Top Word Pairs in Tweet in G3:
[157] dhinchcliffe,rwang0
[115] dhinchcliffe,apguha
[114] rwang0,mdkail
[110] apguha,rwang0
[106] hyounpark,nigewillson
[95] nigewillson,mvollmer1
[93] mdkail,hyounpark
[86] tompetrocelli,dhinchcliffe
[84] ctoadvisor,tompetrocelli
[72] waynesadin,digitalcloudgal

Top Word Pairs in Tweet in G4:
[50] gt,gt
[48] tamaramccleary,kirkdborne
[48] kirkdborne,leeodden
[47] 2020,view
[47] view,#experienceeconomy
[47] #experienceeconomy,tamaramccleary
[47] leeodden,dhinchcliffe
[47] dhinchcliffe,ronald_vanloon
[43] ronald_vanloon,2020
[39] ronald_vanloon,read

Top Word Pairs in Tweet in G5:
[31] sallyeaves,k_feldborg
[29] k_feldborg,damien_cabadi
[19] enricomolinari,#happyweekend
[19] #happyweekend,#ff
[18] #digital,friends
[18] friends,cala
[18] cala,mariolu
[18] mariolu,sardinia
[18] sardinia,italy
[18] italy,sallyeaves

Top Word Pairs in Tweet in G6:
[12] dhinchcliffe,constellationr
[11] udemy,rneelmani
[10] rneelmani,nyike
[10] leadership,approaches
[10] approaches,work
[10] work,4enterprisers
[9] nyike,evankirstel
[9] evankirstel,suhasmhaskar
[9] suhasmhaskar,ezzeldinhussein
[9] ezzeldinhussein,jamesvgingerich

Top Word Pairs in Tweet in G7:
[14] gt,gt
[2] anjahoffmann,dhinchcliffe
[2] many,orgs
[2] mikequindazzi,projected
[2] projected,economic
[2] economic,value
[2] value,#digitaltransformation
[2] #digitaltransformation,top
[2] top,100
[2] 100,trillion

Top Word Pairs in Tweet in G8:
[5] bevintech,jckgld
[5] lmau,sppitt
[4] #ciochat,wlassalle
[4] wlassalle,jcycio
[4] jcycio,dhinchcliffe
[4] dhinchcliffe,bobegan
[4] bobegan,dchou1107
[4] dchou1107,bevintech
[4] jckgld,lmau
[4] sppitt,jbrodsky

Top Replied-To
Top Replied-To in Entire Graph:
@sarbjeetjohal
@apguha
@dhinchcliffe
@ctoadvisor
@tcrawford
@tompetrocelli
@enricomolinari
@iangertler
@mdkail
@rwang0

Top Replied-To in G1:
@dhinchcliffe
@alanlepo
@mikequindazzi
@iangertler
@apguha
@ckeene
@davidfcarr
@ellenfeaheny
@jan_valdman
@trygigster

Top Replied-To in G2:
@digitalcloudgal
@ronald_vanloon
@caseycrl
@dhinchcliffe
@rosycoaching

Top Replied-To in G3:
@sarbjeetjohal
@apguha
@ctoadvisor
@tcrawford
@tompetrocelli
@mdkail
@dhinchcliffe
@rwang0
@dcallahan2
@stu

Top Replied-To in G4:
@ipfconline1
@mikequindazzi
@ronald_vanloon
@loharprasanna

Top Replied-To in G5:
@enricomolinari
@hammingtonlarry
@michaelzach11
@akwyz
@vijayasankarv
@dhinchcliffe
@lago72
@marc_habenicht
@ritazonius
@netjmc

Top Replied-To in G6:
@telefonicab2b
@iangertler
@guzmand
@udemy
@4enterprisers
@apguha
@dhinchcliffe
@jennifer
@meerahrajavel
@kiwigate

Top Replied-To in G10:
@vastgg

Top Mentioned
Top Mentioned in Entire Graph:
@dhinchcliffe
@rwang0
@apguha
@ronald_vanloon
@wef
@mikequindazzi
@sarbjeetjohal
@hyounpark
@waynesadin
@digitalcloudgal

Top Mentioned in G1:
@dhinchcliffe
@wef
@mikequindazzi
@constellationr
@apguha
@ronald_vanloon
@gersonrolim
@rwang0

Top Mentioned in G2:
@ronald_vanloon
@dhinchcliffe
@enricomolinari
@frronconi
@citrix
@c
@sap
@tamaramccleary
@fogle_shane
@evankirstel

Top Mentioned in G3:
@dhinchcliffe
@rwang0
@apguha
@hyounpark
@sarbjeetjohal
@waynesadin
@tompetrocelli
@mdkail
@ctoadvisor
@mvollmer1

Top Mentioned in G4:
@dhinchcliffe
@tamaramccleary
@ronald_vanloon
@ipfconline1
@kirkdborne
@leeodden
@forbes
@mikequindazzi
@bendor_samuel
@evankirstel

Top Mentioned in G5:
@sallyeaves
@dhinchcliffe
@k_feldborg
@damien_cabadi
@enricomolinari
@fisher85m
@finmktg
@hopefrank
@vivek_gkrishnan
@eric_kavanagh

Top Mentioned in G6:
@dhinchcliffe
@telefonicab2b
@4enterprisers
@constellationr
@nyike
@waynesadin
@rneelmani
@davidfcarr
@evankirstel
@suhasmhaskar

Top Mentioned in G8:
@bevintech
@jckgld
@dchou1107
@larrylarmeu
@jcycio
@dhinchcliffe
@bobegan
@lmau
@sppitt
@wlassalle

Top Mentioned in G9:
@dhinchcliffe
@abridgwater
@gadget_ry
@scottwambler
@stevemconstrux
@pragdave
@pragmaticandy
@davsclaus
@kentbeck
@ericevans0

Top Mentioned in G10:
@kinggeorge
@corsair
@authorcamilson
@imperialcat
@carolbrodiechic
@xstitchschool
@cassadeepope
@dhinchcliffe
@ccaryl
@ccpecknold

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@resilient_ent
@deejayiwan
@evankirstel
@chidambara09
@aldoceccarelli
@startupnws
@itknowingness
@billnigh

Top Tweeters in G1:
@sectest9
@primal_digest
@humbertozamorar
@andrewmorrisuk
@slackhq
@yvesmulkers
@marypcbuk
@openmarketingtv
@coyotegris
@ladylisadcantu1

Top Tweeters in G2:
@arkangelscrap
@resilient_ent
@billnigh
@fintechna
@euethnic
@tess_blue815
@ltd_to_two
@glaciarblue
@vivmilano
@gvalan

Top Tweeters in G3:
@evankirstel
@aldoceccarelli
@richsimmondsza
@cybersec_feeds
@marshacollier
@wsj
@colorstreamedia
@padididit
@rwang0
@thehipposhoe

Top Tweeters in G4:
@deejayiwan
@chidambara09
@startupnws
@itknowingness
@santchiweb
@swissbusiness
@nomoreslaves
@ssxman2
@forbes
@bernardo_pirola

Top Tweeters in G5:
@akwyz
@grattonboy
@grattongirl
@infullbloomus
@jldercle
@neilmilliken
@dchou1107
@eric_kavanagh
@shaanhaider
@lllloyd1

Top Tweeters in G6:
@femtech_
@zimrirosas
@jamesvgingerich
@iangertler
@womencodersbot
@reillyusa
@espanholimetro
@brennermichael
@unisyscorp
@kdhungerford

Top Tweeters in G7:
@iam__network
@mia
@eudyzerpa
@fa
@soumikroy
@mecredy
@rlingle
@a
@intranetfocus
@tomherdez

Top Tweeters in G8:
@wlassalle
@mylessuer
@bobegan
@s_df
@larrylarmeu
@nadhaneg
@jkevinparker
@amypearlman
@mzyw
@bjonesndc

Top Tweeters in G9:
@abridgwater
@gadget_ry
@pragmaticandy
@vaughnvernon
@kentbeck
@scottwambler
@genebecker
@martinfowler
@davsclaus
@fingent

Top Tweeters in G10:
@ccpecknold
@cassadeepope
@xstitchschool
@ccaryl
@corsair
@wanawin
@carolbrodiechic
@kinggeorge
@authorcamilson
@vastgg