futureofwork , Twitter, 4/23/2019 1:41:41 PM, 194633


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futureofwork _2019-04-23_05-59-44.xlsx
futureofwork _2019-04-23_05-59-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 23, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2VoaRIP
@mikequindazzi
@paula_piccard
@pbalakrishnarao
@harbrimah
@fca_hq
@guzmand
@helene_wpli
@wef
@ronald_vanloon
@nathealings

Top hashtags:
#futureofwork
#ai
#innovation
#iot
#digitaltransformation
#robotics
#automation

Description:
Description
The graph represents a network of 3,627 Twitter users whose tweets in the requested range contained "futureofwork ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 April 2019 at 13:01 UTC.

The requested start date was Tuesday, 23 April 2019 at 00:01 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 2-day, 5-hour, 15-minute period from Saturday, 20 April 2019 at 18:45 UTC to Tuesday, 23 April 2019 at 00:00 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 : 3627
Unique Edges : 5912
Edges With Duplicates : 2493
Total Edges : 8405
Number of Edge Types : 3
Tweet : 1415
Mentions : 6967
Replies to : 23
Self-Loops : 1415
Reciprocated Vertex Pair Ratio : 0.0200953678474114
Reciprocated Edge Ratio : 0.0393989983305509
Connected Components : 618
Single-Vertex Connected Components : 350
Maximum Vertices in a Connected Component : 2245
Maximum Edges in a Connected Component : 6712
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.266068
Graph Density : 0.000455461284954373
Modularity : 0.558492
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] http://out.faveeo.com/?url=https://www.forbes.com/sites/adigaskell/2019/03/04/in-the-future-of-work-humans-will-still-be-wanted/&vertical=future-of-work&lang=en
[18] http://b2c.news/uuvm2u
[18] https://builtin.com/robotics/human-robot-collaboration-amazon-reveals-future-work
[16] https://www.forbes.com/sites/jeannemeister/2019/03/14/the-future-of-work-humans-gigs-robots-are-the-new-blended-workforce/#68cf3017384c
[16] https://www.forbes.com/sites/sesilpir/2019/04/08/developing-a-sense-of-responsibility-why-emotional-insight-is-critical-for-the-future-of-work/#2e540c981f23
[12] https://hbr.org/2019/05/your-workforce-is-more-adaptable-than-you-think
[11] https://blogs.wsj.com/cio/2019/04/19/work-in-the-year-2030/
[10] https://www.forbes.com/sites/adigaskell/2019/03/04/in-the-future-of-work-humans-will-still-be-wanted/
[9] https://www.hpe.com/us/en/insights/articles/exoskeletons-in-the-workplace-1810.html#.XIZOeFz92m0.twitter
[9] http://qaspire.com/2019/03/31/leaders-as-multipliers/

Top URLs in Tweet in G1:
[16] http://out.faveeo.com/?url=https://www.forbes.com/sites/adigaskell/2019/03/04/in-the-future-of-work-humans-will-still-be-wanted/&vertical=future-of-work&lang=en
[16] http://b2c.news/uuvm2u
[8] https://blogs.wsj.com/cio/2019/04/19/work-in-the-year-2030/
[8] https://www.hpe.com/us/en/insights/articles/exoskeletons-in-the-workplace-1810.html#.XIZOeFz92m0.twitter
[8] http://qaspire.com/2019/03/31/leaders-as-multipliers/
[7] https://www.weforum.org/agenda/2019/02/ai-beat-professional-gamers-at-starcraft-ii-here-s-why-that-matters
[6] https://www.flerish.com/blog-post/2019/3/13/how-to-re-invent-yourself-when-jobs-are-constantly-reinvented-for-you
[5] https://dy.si/KcqE3
[5] http://out.faveeo.com/?url=https://www.forbes.com/sites/insights-intelai/2019/03/27/rise-of-the-chief-ethics-officer/&vertical=future-of-work&lang=en
[5] https://www.forbes.com/sites/joemckendrick/2019/04/20/enterprise-bots-and-automation-frees-up-employees-now-what/#22ce203a33ea

Top URLs in Tweet in G2:
[7] https://twitter.com/thekaushalsoni
[5] https://builtin.com/robotics/human-robot-collaboration-amazon-reveals-future-work
[5] https://twitter.com/rproshad65
[4] https://www.weforum.org/agenda/2017/12/why-coaching-not-gadgets-is-key-to-getting-the-most-out-of-employees
[2] https://blog.foldimate.com/foldimate-the-robotic-laundry-folding-machine-demos-a-fully-functional-prototype-at-ces/
[2] https://www.zdnet.com/article/8-actions-to-introduce-enterprise-ai-and-robotic-process-automation-in-a-human-way/
[2] http://out.faveeo.com/?url=https://www.technative.io/women-in-cybersecurity-why-closing-the-gender-gap-is-critical/&vertical=future-of-work&lang=en
[2] https://www.fastcompany.com/90334451/27-incredibly-useful-things-you-didnt-know-google-sheets-could-do?partner=feedburner&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+fastcompany%2Fheadlines+%28Fast+Company%29
[2] https://www.salesforce.com/blog/2019/03/future-of-work-in-the-age-of-ai.html
[2] https://blogs.wsj.com/cio/2019/04/19/work-in-the-year-2030/

Top URLs in Tweet in G3:
[8] http://www.mediabistro.com/
[4] https://www.gettingsmart.com/2019/04/the-future-of-work-how-do-we-prepare-our-students/
[3] https://www.youtube.com/watch?v=uiJTa3mMqkI

[3] http://www.modernhealthcare.com/
[3] https://www.modernhealthcare.com/technology/future-work
[3] http://www.heraldstaronline.com/opinion/editorials/2019/04/symposium-prepares-youth-for-the-future/
[3] https://www.theladders.com/career-advice/4-essential-skills-for-careers-of-the-future
[3] https://www.businessinsider.com/union-rights-activist-sarita-gupta-on-future-of-workers-2019-4
[3] https://www.entrepreneur.com/article/331775
[2] https://www.wired.com/story/mirrorworld-ar-next-big-tech-platform/

Top URLs in Tweet in G4:
[3] http://e-learning-teleformacion.blogspot.com/2019/04/the-future-of-work-and-education-in.html
[2] https://twitter.com/mitsmr/status/1119574182810013696
[1] https://www.forbes.com/sites/oracle/2019/04/10/workforce-of-the-future-is-your-company-prepared/
[1] https://twitter.com/i/web/status/1117839824231325698
[1] https://twitter.com/i/web/status/1087684169738661888
[1] https://twitter.com/i/web/status/1107707896815603713
[1] https://twitter.com/i/web/status/1119592008329441280
[1] https://twitter.com/i/web/status/1119802533411614720
[1] https://twitter.com/i/web/status/1119806072305242112
[1] https://twitter.com/i/web/status/1119823176102318080

Top URLs in Tweet in G5:
[7] https://sloanreview.mit.edu/article/how-to-create-belonging-for-remote-workers/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[5] Line
[5] of
[5] Service.Digital
[5] https://www.cio.com/article/3264014/hr-the-cios-new-best-friend.html
[5] https://hbr.org/2019/05/your-workforce-is-more-adaptable-than-you-think
[5] https://www.wsj.com/articles/companies-seek-to-fill-skills-gap-by-retraining-their-own-workers-11552041000
[5] https://www.forbes.com/sites/forbeshumanresourcescouncil/2019/03/04/the-hyper-personalization-of-hr-services/#7f88629d4b41
[2] https://www.cognizant.com/futureofwork/article/details/automation-versus-autonomy-in-the-1t-industry-at-the-heart-of-american-dream
[2] http://www.futureofwork.com/article/details/automation-versus-autonomy-in-the-1t-industry-at-the-heart-of-the-american-dream

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1120245122246021121
[1] https://twitter.com/i/web/status/1118738929145061376
[1] https://twitter.com/i/web/status/1120244885674704896

Top URLs in Tweet in G7:
[11] https://www.forbes.com/sites/jeannemeister/2019/03/14/the-future-of-work-humans-gigs-robots-are-the-new-blended-workforce/#68cf3017384c
[11] https://builtin.com/robotics/human-robot-collaboration-amazon-reveals-future-work
[11] https://www.forbes.com/sites/sesilpir/2019/04/08/developing-a-sense-of-responsibility-why-emotional-insight-is-critical-for-the-future-of-work/#2e540c981f23
[5] http://thulium.co/
[3] https://okt.to/xvXbl0
[2] https://lnkd.in/dD_8FmE
[2] https://medium.com/m/global-identity?redirectUrl=https://theascent.pub/how-does-data-driven-decision-making-make-you-a-great-leader-5914832222ca
[1] https://twitter.com/i/web/status/1120282348220665856
[1] https://medcitynews.com/2019/04/how-the-gig-economy-stands-to-change-healthcare/
[1] https://twitter.com/i/web/status/1120033206147829760

Top URLs in Tweet in G8:
[3] https://hrtechweekly.com/2019/04/12/the-case-for-a-more-human-approach-to-ai/
[2] https://www.wired.co.uk/article/ai-venture-capital-startups?sf211213775=1
[2] https://oecd-futureofjobs.org
[1] https://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/digital-strategy-the-four-fights-you-have-to-win?cid=soc-web
[1] https://twitter.com/i/web/status/1120470064719962112
[1] https://twitter.com/i/web/status/1119805511073968128
[1] https://twitter.com/i/web/status/1119896076364984320
[1] https://twitter.com/i/web/status/1119986706076323840
[1] https://twitter.com/i/web/status/1120137710587580422
[1] https://twitter.com/i/web/status/1120167890475466754

Top URLs in Tweet in G9:
[3] https://www.weforum.org/agenda/2017/12/why-coaching-not-gadgets-is-key-to-getting-the-most-out-of-employees
[2] https://www.weforum.org/agenda/2018/10/digital-distrust-we-re-losing-faith-in-technology-to-solve-the-world-s-problems
[2] https://www.weforum.org/agenda/2018/11/hiring-is-broken-here-s-how-to-fix-it/
[2] https://www.weforum.org/agenda/2018/12/boards-of-directors-need-youngsters-millennials
[2] https://www.weforum.org/agenda/2018/09/future-of-jobs-2018-things-to-know/
[1] https://twitter.com/i/web/status/1119953090663387136
[1] https://twitter.com/i/web/status/1120279688675569664
[1] https://twitter.com/i/web/status/1119668225514639365
[1] https://twitter.com/i/web/status/1119939911111651328
[1] https://twitter.com/i/web/status/1120367260454084612

Top URLs in Tweet in G10:
[3] https://www.nytimes.com/2019/02/23/reader-center/newyorker-jobs-work-decades-magazine.html
[2] for
[2] https://www.mitinclusiveinnovation.com/nuestro-presidente-del-club-mit-club-de-mexico-fernando-espinosa-y-adrian-gonzalez-coordinador-del-concurso-mit-inclusive-innovation-challenge/
[2] https://www.gettingsmart.com/2019/01/teaching-students-about-ai/
[2] http://clikhe.re/wt6gf
[1] https://twitter.com/i/web/status/1120466273673068544
[1] https://twitter.com/i/web/status/1119748599187955714
[1] https://twitter.com/i/web/status/1120108974282428416
[1] https://twitter.com/i/web/status/1120129924256403456
[1] https://twitter.com/i/web/status/1120410204473110534

Top Domains
Top Domains in Tweet in Entire Graph:
[1319] twitter.com
[122] forbes.com
[97] paper.li
[83] faveeo.com
[39] lnkd.in
[36] weforum.org
[27] dy.si
[27] wsj.com
[24] hbr.org
[22] youtube.com

Top Domains in Tweet in G1:
[268] twitter.com
[71] faveeo.com
[45] forbes.com
[16] b2c.news
[14] wsj.com
[11] weforum.org
[10] talentculture.com
[9] hbr.org
[8] hpe.com
[8] qaspire.com

Top Domains in Tweet in G2:
[223] twitter.com
[9] faveeo.com
[7] weforum.org
[5] builtin.com
[4] forbes.com
[3] lnkd.in
[2] foldimate.com
[2] zdnet.com
[2] fastcompany.com
[2] t.co

Top Domains in Tweet in G3:
[285] twitter.com
[20] paper.li
[15] lnkd.in
[12] forbes.com
[10] mediabistro.com
[7] careerarc.com
[6] modernhealthcare.com
[5] twi.li
[5] youtube.com
[5] inc.com

Top Domains in Tweet in G4:
[28] twitter.com
[3] blogspot.com
[2] forbes.com
[1] faveeo.com
[1] gettingsmart.com

Top Domains in Tweet in G5:
[34] twitter.com
[10] forbes.com
[9] mit.edu
[8] cognizant.com
[7] cio.com
[5] hbr.org
[5] wsj.com
[4] linkedin.com
[4] analyticsinhr.com
[3] youtube.com

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[22] forbes.com
[19] twitter.com
[11] builtin.com
[5] thulium.co
[5] okt.to
[2] lnkd.in
[2] medium.com
[1] medcitynews.com
[1] weforum.org
[1] kts-inc.com

Top Domains in Tweet in G8:
[83] twitter.com
[9] dy.si
[5] mercer.com
[4] hrtechweekly.com
[3] co.uk
[2] paper.li
[2] oecd-futureofjobs.org
[1] mckinsey.com
[1] mercer.us
[1] brinknews.com

Top Domains in Tweet in G9:
[24] twitter.com
[13] weforum.org
[1] theprogresspartnership.com
[1] towardsdatascience.com
[1] mit.edu
[1] meetup.com
[1] okt.to
[1] lnkd.in

Top Domains in Tweet in G10:
[14] twitter.com
[6] gettingsmart.com
[5] nytimes.com
[3] wired.com
[2] workingnation.com
[2] mitinclusiveinnovation.com
[2] clikhe.re
[1] forbes.com
[1] wsj.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3120] futureofwork
[1306] ai
[547] innovation
[474] iot
[454] digitaltransformation
[454] robotics
[361] automation
[354] bigdata
[354] robots
[328] tech



Top Hashtags in Tweet in G1:
[934] futureofwork
[417] ai
[157] automation
[122] robotics
[113] digitaltransformation
[110] technology
[107] bigdata
[89] tech
[87] drone
[86] infographic

Top Hashtags in Tweet in G2:
[569] futureofwork
[519] ai
[243] iot
[215] bigdata
[203] machinelearning
[153] innovation
[151] robotics
[134] digitaltransformation
[133] healthcare
[126] automation

Top Hashtags in Tweet in G3:
[293] futureofwork
[47] ai
[34] hr
[34] jobsoffuture
[16] digitaltransformation
[15] healthcare
[12] healthtech
[12] worktrends
[11] leadership
[10] hris

Top Hashtags in Tweet in G4:
[254] innovation
[204] futureofwork
[133] technology
[127] digitaltransformation
[124] tech
[123] digital
[107] robotics
[104] iot
[104] robots
[77] ai

Top Hashtags in Tweet in G5:
[90] futureofwork
[33] hr
[27] hrtech
[17] ai
[13] peopleanalytics
[11] ulticonnect
[11] talentmanagement
[10] hrservices
[8] talenttransformed
[8] watsontalent

Top Hashtags in Tweet in G6:
[101] futureofwork
[100] microsoft

Top Hashtags in Tweet in G7:
[90] futureofwork
[24] ai
[16] robots
[13] robotics
[13] automation
[11] amazon
[9] earthday
[5] future
[5] smartsocial
[5] socialmedia

Top Hashtags in Tweet in G8:
[56] futureofwork
[34] hr
[20] digitaltransformation
[9] ai
[9] quote
[7] innovation
[6] energy
[6] economy
[6] blockchain
[6] data

Top Hashtags in Tweet in G9:
[72] ai
[64] futureofwork
[41] robots
[27] artificialintelligence
[22] automation
[21] robotics
[13] robot
[13] innovation
[11] iot
[10] ml

Top Hashtags in Tweet in G10:
[44] futureofwork
[8] ai
[8] futureoflearning
[5] studentchoice
[5] projectbasedlearning
[4] mondaymotivaton
[3] students
[3] education
[3] automation
[3] technology

Top Words
Top Words in Tweet in Entire Graph:
[4286] Words in Sentiment List#1: Positive
[914] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[92575] Non-categorized Words
[97775] Total Words
[3119] #futureofwork
[1425] gt
[1306] #ai
[592] mikequindazzi
[547] #innovation

Top Words in Tweet in G1:
[934] #futureofwork
[417] #ai
[199] gt
[157] #automation
[152] 10
[145] future
[142] guzmand
[139] nathealings
[122] #robotics
[119] more

Top Words in Tweet in G2:
[1088] gt
[569] #futureofwork
[519] #ai
[414] mikequindazzi
[243] #iot
[215] #bigdata
[203] #machinelearning
[174] ume_kyd
[153] #innovation
[151] #robotics

Top Words in Tweet in G3:
[292] #futureofwork
[98] future
[59] work
[47] #ai
[42] gt
[37] new
[34] #hr
[34] #jobsoffuture
[30] skills
[28] more

Top Words in Tweet in G4:
[254] #innovation
[204] #futureofwork
[166] paula_piccard
[133] #technology
[127] #digitaltransformation
[124] #tech
[123] #digital
[122] one
[122] whiteboard
[122] office

Top Words in Tweet in G5:
[90] #futureofwork
[34] more
[33] #hr
[31] david_green_uk
[27] #hrtech
[24] talent
[24] holgermu
[21] hr
[20] future
[17] #ai

Top Words in Tweet in G6:
[101] #futureofwork
[101] 7th
[101] see
[101] transform
[101] talent
[101] sales
[101] build
[101] trust
[100] #microsoft
[97] microsoftapac

Top Words in Tweet in G7:
[104] tamaramccleary
[90] #futureofwork
[40] thuliumco
[26] trust
[26] foundation
[26] transaction
[26] life
[26] ceo
[26] speaks
[25] f

Top Words in Tweet in G8:
[62] mercer
[56] #futureofwork
[32] #hr
[31] see
[30] employees
[30] talent
[23] out
[22] work
[20] more
[20] #digitaltransformation

Top Words in Tweet in G9:
[72] #ai
[68] wef
[64] #futureofwork
[51] 10
[41] #robots
[31] mikequindazzi
[30] gt
[27] #artificialintelligence
[27] work
[26] haroldsinnott

Top Words in Tweet in G10:
[44] #futureofwork
[21] getting_smart
[20] students
[16] work
[14] learning
[14] mit_iic
[12] post
[11] rdene915
[11] prepare
[10] see

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[912] gt,gt
[202] #ai,#machinelearning
[190] mikequindazzi,gt
[142] #ai,#futureofwork
[141] #futureofwork,gt
[136] #innovation,#futureofwork
[136] #futureofwork,#technology
[134] #digitaltransformation,#innovation
[131] future,work
[131] #healthtech,#healthcare

Top Word Pairs in Tweet in G1:
[128] gt,gt
[87] #ai,#futureofwork
[68] #futureofwork,#automation
[63] exist,10
[63] 10,years
[63] years,ago
[60] 10,#jobs
[59] #futureofwork,#industry40
[59] #fintech,#insurtech
[58] nathealings,10

Top Word Pairs in Tweet in G2:
[713] gt,gt
[165] mikequindazzi,gt
[144] #ai,#machinelearning
[119] #futureofwork,gt
[100] #healthtech,#healthcare
[99] #healthcare,#health
[99] #health,#ai
[98] #machinelearning,#bigdata
[98] #bigdata,#futureofwork
[92] seal,heal

Top Word Pairs in Tweet in G3:
[34] #jobsoffuture,#futureofwork
[28] gt,gt
[25] future,work
[12] #futureofwork,#worktrends
[11] job,future
[10] #hr,#hris
[10] #hris,#hcm
[10] #hcm,#hrms
[10] #hrms,#healthcare
[10] #healthcare,#healthtech

Top Word Pairs in Tweet in G4:
[124] #innovation,#futureofwork
[122] one,#digital
[122] #digital,whiteboard
[122] whiteboard,office
[122] office,#digitaltransformation
[122] #digitaltransformation,#innovation
[122] #futureofwork,#technology
[122] #technology,microsoft
[121] paula_piccard,one
[68] #robots,#tech

Top Word Pairs in Tweet in G5:
[15] event,report
[14] video,event
[12] talent,management
[12] management,talent
[12] talent,experience
[12] experience,hr
[11] ultimatehcm,#ulticonnect
[11] #ulticonnect,more
[11] mobile,zander
[11] hr,tech

Top Word Pairs in Tweet in G6:
[101] 7th,see
[101] see,transform
[101] transform,talent
[101] talent,sales
[101] sales,build
[101] build,trust
[81] join,live
[81] live,7th
[81] trust,#futureofwork
[80] #futureofwork,#microsoft

Top Word Pairs in Tweet in G7:
[26] trust,foundation
[26] foundation,transaction
[26] transaction,life
[26] life,tamaramccleary
[26] tamaramccleary,ceo
[26] ceo,thuliumco
[26] thuliumco,speaks
[25] tamaramccleary,trust
[25] speaks,#futureofwork
[25] #futureofwork,f

Top Word Pairs in Tweet in G8:
[14] find,out
[14] see,#hr
[12] #futureofwork,see
[11] discover,high
[11] high,growth
[10] talent,value
[10] value,proposition
[10] proposition,mercer
[9] 2019,global
[9] global,talent

Top Word Pairs in Tweet in G9:
[28] wef,mikequindazzi
[26] #futureofwork,#ai
[26] work,wef
[25] top,10
[25] 10,countries
[25] countries,#robots
[25] #robots,being
[25] being,put
[25] put,work
[25] mikequindazzi,haroldsinnott

Top Word Pairs in Tweet in G10:
[11] prepare,students
[10] students,#futureofwork
[7] post,rdene915
[7] rdene915,identifies
[7] identifies,five
[7] five,types
[7] types,learning
[7] learning,experiences
[7] experiences,facilitate
[7] facilitate,students

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@paula_piccard
@nathealings
@guzmand
@ume_kyd
@harbrimah
@pbalakrishnarao
@ronald_vanloon
@haroldsinnott
@microsoft

Top Mentioned in G1:
@guzmand
@nathealings
@helene_wpli
@mikequindazzi
@mvollmer1
@haroldsinnott
@kashthefuturist
@akwyz
@frronconi
@wronghands1

Top Mentioned in G2:
@mikequindazzi
@ume_kyd
@harbrimah
@ronald_vanloon
@mikeq
@antgrasso
@katharina_lamsa
@goglinjf
@thomas_harrer
@mashable

Top Mentioned in G3:
@everlearntweets
@krisphq
@studiorolend
@jkennedy93
@tarakrindani
@dansmolen
@heritageoffice1
@creativexplorer
@nup77jxcepza7ji

Top Mentioned in G4:
@paula_piccard
@microsoft
@pbalakrishnarao
@vanguardsw
@cathyhackl
@jbl
@startup_nerd
@mikequindazzi
@sallyeaves
@nathealings

Top Mentioned in G5:
@david_green_uk
@holgermu
@mitsmr
@ultimatehcm
@josh_bersin
@fosslien
@molliewest
@cognizant
@cognizantthink
@harvardbiz

Top Mentioned in G6:
@microsoftapac

Top Mentioned in G7:
@tamaramccleary
@thuliumco
@jcmeister
@gartner_inc
@insightbrief
@wef
@guzmand
@pareesanaveed

Top Mentioned in G8:
@mercer
@oecd
@mmc_global
@mercer_us
@ukmercer
@hrcurator
@hrtechweekly
@oliverwyman
@voiceongrowth
@lewisgarrad

Top Mentioned in G9:
@wef
@mikequindazzi
@haroldsinnott
@ncloudswiss
@ronald_vanloon
@enricomolinari
@nathealings
@techlazy_msft
@pbalakrishnarao
@katherine_coach

Top Mentioned in G10:
@getting_smart
@rdene915
@mit_iic
@vicenews
@hbo
@nytmag
@workingnation
@jmeb96
@wired
@julietschor

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@nosqldigest
@revolution_fr
@deejayiwan
@evankirstel
@justiceoutcry
@stingraytwo
@gamergeeknews
@chidambara09

Top Tweeters in G1:
@arkangelscrap
@deejayiwan
@evankirstel
@evanderburg
@biconnections
@richsimmondsza
@valaafshar
@machinelearnflx
@trippbraden
@akwyz

Top Tweeters in G2:
@sectest9
@nosqldigest
@chidambara09
@edwardcalame
@rvp
@annwalthour
@calcaware
@mashable
@ele9061
@fareedaasf

Top Tweeters in G3:
@justiceoutcry
@villamizaritpro
@amit_lather_
@freshsalis
@kjosephabraham
@frelancewkguide
@atheek_ahamath
@moneycab
@jamesvgingerich
@brenda_griffin

Top Tweeters in G4:
@startupsbot
@eraser
@jamesjava
@grattonboy
@nexusgrado
@mariuskarma
@ernieschell
@eu_precious
@dinisguarda
@techpearce2

Top Tweeters in G5:
@rwang0
@holgermu
@digitaldecoded1
@dchou1107
@techrepublic
@muhammadmonir2
@bw
@phillytechnews
@constellationr
@mitsmr

Top Tweeters in G6:
@kcs39194
@hunhanexo16
@ipanpapan
@anggirahad
@kiktheeris
@aljinpetate2
@onomsalam2pas
@babe_bbh
@abrarnoori8
@whysato2

Top Tweeters in G7:
@4everanimalz1
@realdjthewriter
@ideagov
@sleimanskaf
@drkynast
@tamaramccleary
@eric_kavanagh
@kenta99578661
@jjimenez816
@renepetry2

Top Tweeters in G8:
@smoothsale
@thejournal_ie
@claudiacostin
@a_abdulaziz_a
@marchoutgraaf
@scardige
@pensionpayroll
@datafloq
@hrtechweekly
@brainblendertec

Top Tweeters in G9:
@gmizrachi
@grattongirl
@yahoofinance
@wef
@zuzudotai
@miwachang
@tachouhoner
@spain_eu_dubai
@bluesake
@olilince

Top Tweeters in G10:
@revolution_fr
@foro_tv
@vice
@rdene915
@wired
@vicenews
@kateszumanski
@ju
@getting_smart
@pomeranian99