futureofwork , Twitter, 6/19/2019 1:28:56 PM, 200469


FAQ | Problem?

futureofwork _2019-06-19_05-59-43.xlsx
futureofwork _2019-06-19_05-59-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2Iq7vOf
@fca_hq
@forbes
@mikequindazzi
@spirosmargaris
@guzmand
@mercer
@paula_piccard
@hrdigitalbe
@pbalakrishnarao
@ilo

Top hashtags:
#futureofwork
#ai
#robotics
#iot
#innovation
#digitaltransformation
#hr
#tech

Description:
Description
The graph represents a network of 4,663 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 Wednesday, 19 June 2019 at 13:01 UTC.

The requested start date was Tuesday, 18 June 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 3-day, 16-hour, 22-minute period from Friday, 14 June 2019 at 07:38 UTC to Tuesday, 18 June 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 : 4663
Unique Edges : 6603
Edges With Duplicates : 2580
Total Edges : 9183
Number of Edge Types : 3
Mentions : 7892
Tweet : 1229
Replies to : 62
Self-Loops : 1229
Reciprocated Vertex Pair Ratio : 0.0348729076255425
Reciprocated Edge Ratio : 0.0673955369177774
Connected Components : 734
Single-Vertex Connected Components : 344
Maximum Vertices in a Connected Component : 2855
Maximum Edges in a Connected Component : 7085
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.207903
Graph Density : 0.000307145170966745
Modularity : 0.635979
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[50] https://www.oneragtime.com/24-industries-disrupted-by-ai-infographic/
[17] https://www.mckinsey.com/featured-insights/gender-equality/the-future-of-women-at-work-transitions-in-the-age-of-automation?cid=other-soc-twi-mgi-mgi-oth-1906
[17] https://www.gettingsmart.com/2019/06/how-educators-can-prepare-for-the-future-of-work/
[14] https://www.fuld.com/ai-in-the-workplace-infographic/
[14] https://www.forbes.com/sites/forbestechcouncil/2019/05/30/whats-your-organizations-innovation-effort-look-like/#733cff362a3e
[13] https://www.myfrugalbusiness.com/2019/06/future-business-ideas-start-today-capitalize.html
[12] of
[11] http://www.educacionyfp.gob.es/inee/evaluaciones-internacionales/talis/talis-2018.html?platform=hootsuite
[11] https://www.constellationr.com/research/dawn-digital-duopolies
[10] https://www.analyticsindiamag.com/top-5-career-paths-to-pick-in-the-world-of-machine-learning/

Top URLs in Tweet in G1:
[48] https://www.oneragtime.com/24-industries-disrupted-by-ai-infographic/
[13] https://www.fuld.com/ai-in-the-workplace-infographic/
[10] https://www.analyticsindiamag.com/top-5-career-paths-to-pick-in-the-world-of-machine-learning/
[10] https://www.growth-hackers.net/reasons-why-startups-fail-and-how-yours-can-succeed/
[8] http://www3.weforum.org/docs/WEF_New_Physics_of_Financial_Services.pdf
[8] https://www.ft.com/content/6918ff26-70e3-11e9-bf5c-6eeb837566c5
[7] http://fortune.com/2019/06/12/ibm-ginni-rometty-hea-reform/
[5] https://www.pwc.com/us/en/consumermarkets/assets/consumer-markets-retail-evolution.pdf?utm_content=bufferb0f01&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://interestingengineering.com/new-mit-algorithm-promises-safer-robots-at-work
[5] https://dashbouquet.com/blog/artificial-intelligence/top-5-tech-issues-in-2019

Top URLs in Tweet in G2:
[8] https://www.forbes.com/sites/meghanbiro/2019/06/01/workplace-mental-health-4-keys-to-fixing-a-walking-contradiction/?utm_content=bufferc56ef&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#479da3926b62
[5] https://www.forbes.com/sites/meghanbiro/2019/01/24/recruiting-ai-talent-4-ways-to-get-ahead-of-the-next-hiring-wave/#5d0959ce59b0
[5] https://www.forbes.com/sites/forbestechcouncil/2019/05/31/facing-the-unknown-future-of-work-as-ai-changes-the-rules-of-business/#4de3d5527f02
[5] https://dy.si/msjpo
[5] http://bit.ly/AI-HR
[5] https://twitter.com/CIPD_WLB/status/1140279734498144256
[4] https://www.forbes.com/sites/meghanbiro/2018/10/15/7-keys-to-make-your-employees-love-your-company/#a320c0c1261a
[4] https://www.citrix.com/blogs/2019/06/06/people-and-technology-driving-the-future-of-work-at-citrix-synergy/?utm_source=twitter-ctx&utm_medium=socialmedia-paid&utm_campaign=citrixcircle&utm_content=meghanbiro
[4] https://www.forbes.com/sites/meghanbiro/2019/03/19/4-steps-to-achieving-workplace-equity-for-women/#1927d7674682
[4] https://www.disabilityinnovation.com/gdi-community/news/worlds-first-innovation-ecosystem-dedicated-to-assistive-technology-to-be-launched-in-nairobi-kenya?utm_content=buffer19764&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[4] http://decideconsulting.com/what-do-you-want-to-do/
[3] https://www.cbsnews.com/news/automation-womens-jobs-are-nearly-as-threatened-as-mens/
[3] https://www.techrepublic.com/article/why-companies-that-ban-remote-work-hurt-only-themselves/
[3] http://womenspowerbook.org/contents-future-civilization-mankind-femocracy-womensworld.htm#.UF9OcVK3wwI
[3] https://www.gettingsmart.com/2019/06/how-educators-can-prepare-for-the-future-of-work/
[3] https://careerkarma.com/?p=1
[3] https://www.moneyweb.co.za/in-depth/investec/how-to-prepare-your-children-for-a-digital-future/
[3] Media
[3] -
[2] https://www.computerworld.com/article/3290286/collaboration/the-next-corporate-collaboration-tool-podcasts.html?utm_campaign=Revue

Top URLs in Tweet in G4:
[11] https://www.mckinsey.com/featured-insights/gender-equality/the-future-of-women-at-work-transitions-in-the-age-of-automation?cid=other-soc-twi-mgi-mgi-oth-1906
[5] http://out.faveeo.com/?url=https://www.forbes.com/sites/cognitiveworld/2019/05/31/exploring-the-impact-of-ai-in-the-data-center/&vertical=future-of-work&lang=en&family=en
[4] https://ir.citi.com/%2Bsi3%2BYKA2e3WrSalzmOchzHQqPUAersOy9%2BRj9AQRfQk%2Bhsikx7zf5aSLAsAXNWO26TTlD49IYM%3D
[4] https://www.mckinsey.com/featured-insights/gender-equality/the-future-of-women-at-work-transitions-in-the-age-of-automation
[3] https://www.project-syndicate.org/commentary/automation-gender-gap-by-laura-tyson-and-mekala-krishnan-2019-06
[3] https://www.cmo.com/opinion/articles/2019/6/6/future-of-work-forget-geography--embrace-the-generations.html#gs.ida91z
[3] https://www.cmo.com/opinion/articles/2019/6/6/future-of-work-forget-geography--embrace-the-generations.html?cid=em:MR_US_061419&fb_ref=gNz744hsQT-Twitter&utm_source=Twitter&utm_medium=ShareButton&utm_campaign=GetSocial
[3] https://www.myfrugalbusiness.com/2019/04/booming-job-market-web-developers-website-designers.html
[3] https://www.youtube.com/watch?v=S06B0jd2avs&utm_content=buffer721e0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[3] https://www.ilo.org/infostories/en-GB/Campaigns/future-work/global-commission?platform=hootsuite

Top URLs in Tweet in G5:
[4] http://www.talent.canada.ca
[3] https://twitter.com/YowPDIcafe/status/1138479156856053760
[2] https://twitter.com/Andyjtoday/status/1131737262184587266
[2] https://bit.ly/2KMZogn?utm_source=twitter&utm_medium=rainmakercxo&utm_term=36d1958f-7d34-41dd-b317-90bb4bbabe46&utm_content=&utm_campaign=
[1] https://www.youtube.com/watch?v=z4WI_C59CMA&t

[1] http://r.socialstudio.radian6.com/9e17055b-611b-4071-9235-6cf81b818f0b
[1] https://twitter.com/kaylehatt/status/1139587147705520130
[1] https://twitter.com/grantjmcd/status/1139551713495584768
[1] https://twitter.com/robbutler/status/1139523801358708737
[1] https://twitter.com/AlexieGoulet/status/1140593249024958464

Top URLs in Tweet in G6:
[5] https://ppforum.ca/event/brave-new-work-conference/?utm_source=aff
[2] https://www.forbes.com/sites/johanmoreno/2019/05/31/google-follows-a-growing-workplace-trend-hiring-more-contractors-than-employees/#7ee4136f447f
[2] https://twitter.com/WarJessEagle/status/1138832706622509056
[1] https://twitter.com/martinhoyes/status/1130159710420647936
[1] https://twitter.com/ExchangeSeva/status/1139330818306973696
[1] https://www.visier.com/clarity/study-the-gains-from-work-automation/?utm_source=twitter&utm_campaign=blogfy20&utm_medium=organic-social
[1] https://www.visier.com/clarity/success-in-the-future-of-work-what-it-means-to-be-human/?utm_source=twitter&utm_campaign=blogfy20&utm_medium=organic-social
[1] https://www.visier.com/clarity/3-roles-futureproof-hr/?utm_source=twitter&utm_campaign=blogfy20&utm_medium=organic-social
[1] https://theexperienceofwork.economist.com
[1] https://www.economist.com/node/21765166?frsc=dg%7Ce

Top URLs in Tweet in G7:
[3] http://PopularInnovations.com
[2] https://www.forbes.com/sites/adigaskell/2019/06/17/are-women-at-risk-of-automation-in-the-workplace/#7b00374d6281
[2] https://blog.tmcnet.com/blog/rich-tehrani/fow/the-future-of-work-is-altering-contact-centers.html
[2] https://blog.tmcnet.com/blog/rich-tehrani/fow/clockwise-gets-11m-to-bring-the-future-of-work-to-your-calendar.html
[1] https://twitter.com/Paula_Piccard/status/1139139562188476416
[1] https://twitter.com/adamsconsulting/status/1140583688922685440
[1] https://register.gotowebinar.com/register/3548501554595239949?source=TMCnet
[1] https://www.futureofworknews.com/topics/futureofwork/articles/442447-samsungs-bixby-creating-new-ai-driven-engagement-opportunities.htm
[1] http://delano.lu/d/detail/news/workplace-future-robot-says-you-still-have-job/206468
[1] https://www.livemint.com/opinion/online-views/opinion-why-it-is-unlikely-that-ai-would-be-a-threat-to-humans-1560364056009.html

Top URLs in Tweet in G8:
[11] https://www.constellationr.com/research/dawn-digital-duopolies
[4] https://siliconangle.com/2019/06/06/zoom-goes-boom-beats-forecasts-first-earnings-report/
[3] https://www.constellationr.com/events/supernova/2019/judges
[2] https://www.constellationr.com/research/ai-changes-hr-nothing-else
[2] https://www.constellationr.com/research/propelling-future-work-key-hcm-suites
[2] https://india.techhrconference.com/?se=social&cp=tw&ag=organic
[2] https://hbr.org/2019/04/the-legal-and-ethical-implications-of-using-ai-in-hiring
[2] https://www.forbes.com/sites/tomdavenport/2019/06/13/advancing-the-debate-on-taxing-robots/
[1] https://theexperienceofwork.economist.com/
[1] https://twitter.com/rwang0/status/1140630890365591554

Top URLs in Tweet in G9:
[14] https://www.gettingsmart.com/2019/06/how-educators-can-prepare-for-the-future-of-work/
[7] of
[7] for
[7] the
[5] Prepare
[5] Future
[4] https://www.inc.com/magazine/201906/leigh-buchanan/betterup-labs-workplace-organization-management-culture-happiness-research-best-workplaces-2019.html
[4] https://www.gettingsmart.com/2019/06/how-educators-can-prepare-for-the-future-of-work/?utm_campaign=coschedule&utm_source=twitter&utm_medium=Getting_Smart&utm_content=How
[4] Educators
[4] Can

Top URLs in Tweet in G10:
[1] https://dy.si/1DXn8C2
[1] https://deloittesurvey.deloitte.com/Community/se/3FC11B262B7EB309?id=us:2sm:3tw:4apapayroll::6cons:20190614200000::2389755246&utm_source=tw&utm_campaign=apapayroll&utm_content=cons&utm_medium=social&linkId=69018490
[1] https://trendsapp.deloitte.com/reports/2019/global-human-capital-trends/leadership-for-the-21st-century.html?id=us:2sm:3tw:4hctrends::6hc:20190614161400::2404330207&utm_source=tw&utm_campaign=hctrends&utm_content=hc&utm_medium=social&linkId=69014236
[1] https://www.bloomberg.com/news/audio/2019-06-07/marriage-rescue-workforce-of-the-future-podcast?linkId=68918348
[1] https://hrdailyadvisor.blr.com/2019/05/31/future-human-capital-trends-from-super-jobs-to-social-enterprise/?linkId=69019848
[1] https://dy.si/9Ba9j
[1] https://dy.si/HKnpj
[1] https://dy.si/MT1pZW
[1] https://dy.si/hKQAb
[1] https://dy.si/bkwMC

Top Domains
Top Domains in Tweet in Entire Graph:
[213] dy.si
[207] twitter.com
[127] forbes.com
[70] linkedin.com
[56] lnkd.in
[50] oneragtime.com
[45] mckinsey.com
[43] youtube.com
[40] mercer.com
[40] faveeo.com

Top Domains in Tweet in G1:
[48] oneragtime.com
[26] weforum.org
[13] twitter.com
[13] fuld.com
[10] analyticsindiamag.com
[10] growth-hackers.net
[9] raconteur.net
[9] ft.com
[8] pwc.com
[7] fortune.com

Top Domains in Tweet in G2:
[150] dy.si
[60] forbes.com
[38] mercer.com
[23] talentculture.com
[15] mckinsey.com
[12] mit.edu
[11] bit.ly
[11] hbr.org
[11] linkedin.com
[11] analyticsinhr.com

Top Domains in Tweet in G3:
[35] twitter.com
[28] lnkd.in
[22] dy.si
[18] careerarc.com
[10] forbes.com
[7] mckinsey.com
[6] linkedin.com
[5] careerkarma.com
[4] medium.com
[4] decideconsulting.com

Top Domains in Tweet in G4:
[36] faveeo.com
[17] mckinsey.com
[11] linkedin.com
[9] twitter.com
[9] co.uk
[8] citi.com
[6] ilo.org
[6] cmo.com
[5] youtube.com
[3] project-syndicate.org

Top Domains in Tweet in G5:
[16] twitter.com
[6] canada.ca
[3] bit.ly
[2] linkedin.com
[1] youtube.com
[1] radian6.com
[1] home.kpmg
[1] thenational.ae
[1] capgemini.com
[1] techcrunch.com

Top Domains in Tweet in G6:
[7] twitter.com
[6] ppforum.ca
[4] lnkd.in
[3] visier.com
[3] wsj.com
[2] forbes.com
[2] economist.com
[2] co.uk
[2] nytimes.com
[1] citrixfutureofworktour.com

Top Domains in Tweet in G7:
[7] forbes.com
[4] tmcnet.com
[3] popularinnovations.com
[2] twitter.com
[1] gotowebinar.com
[1] futureofworknews.com
[1] delano.lu
[1] livemint.com
[1] oneragtime.com

Top Domains in Tweet in G8:
[18] constellationr.com
[8] twitter.com
[4] siliconangle.com
[2] techhrconference.com
[2] hbr.org
[2] forbes.com
[1] economist.com

Top Domains in Tweet in G9:
[26] gettingsmart.com
[7] inc.com
[3] forbes.com
[2] fortune.com
[1] betterup.co
[1] technologyreview.com
[1] yahoo.com
[1] cmo.com
[1] prnewswire.com

Top Domains in Tweet in G10:
[34] dy.si
[3] deloitte.com
[1] bloomberg.com
[1] blr.com
[1] lnkd.in
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3392] futureofwork
[1274] ai
[544] robotics
[460] iot
[428] innovation
[381] digitaltransformation
[374] hr
[311] tech
[302] machinelearning
[273] robots



Top Hashtags in Tweet in G1:
[637] ai
[467] futureofwork
[302] robotics
[231] machinelearning
[224] iot
[174] fintech
[168] deeplearning
[163] innovation
[127] 4ir
[117] tech

Top Hashtags in Tweet in G2:
[604] futureofwork
[247] hr
[194] ai
[75] digitaltransformation
[58] worktrends
[55] leadership
[51] robotics
[42] innovation
[40] recruiting
[40] hrtech

Top Hashtags in Tweet in G3:
[429] futureofwork
[39] ai
[37] hr
[23] technology
[22] leadership
[17] automation
[15] innovation
[15] remotework
[14] digitalworkplace
[13] future

Top Hashtags in Tweet in G4:
[283] futureofwork
[63] automation
[42] ai
[36] industry40
[29] ilo100
[26] festivalofwork
[22] etx2019
[19] digitaltransformation
[16] hr
[13] technology

Top Hashtags in Tweet in G5:
[153] futureofwork
[43] psnfow
[15] ai
[13] pdiconvenes
[12] ltw
[12] gc
[10] gcdigital
[9] blockcerts
[7] digitalskills
[5] disruption

Top Hashtags in Tweet in G6:
[72] futureofwork
[13] ai
[5] citrixsynergy
[5] peopleanalytics
[4] peopledataforgood
[4] pafow
[4] 4ir
[3] citrix
[3] automation
[3] sfu

Top Hashtags in Tweet in G7:
[100] ai
[99] innovation
[92] robotics
[92] tech
[88] robots
[85] iot
[83] hrtech
[80] robot
[78] engineering
[22] futureofwork

Top Hashtags in Tweet in G8:
[44] futureofwork
[13] digitaltransformation
[10] cio
[9] cdo
[9] cmo
[9] ceo
[8] ai
[6] hcm
[6] employeeexperience
[6] automation

Top Hashtags in Tweet in G9:
[49] futureofwork
[7] futureoflearning
[6] students
[5] ai
[5] education
[4] leadership
[3] teacher
[3] fridayfeeling
[3] educhat
[2] ai4good

Top Hashtags in Tweet in G10:
[43] futureofwork
[27] podcast
[21] diversity
[21] inclusion
[12] humancapital
[12] ai
[5] socialenterprise
[4] hctrends
[4] learning
[2] payroll

Top Words
Top Words in Tweet in Entire Graph:
[5126] Words in Sentiment List#1: Positive
[1179] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[114421] Non-categorized Words
[120726] Total Words
[3392] #futureofwork
[1274] #ai
[979] gt
[700] work
[566] future

Top Words in Tweet in G1:
[826] gt
[637] #ai
[467] #futureofwork
[311] mikequindazzi
[302] #robotics
[231] #machinelearning
[224] #iot
[174] #fintech
[168] #deeplearning
[167] ronald_vanloon

Top Words in Tweet in G2:
[604] #futureofwork
[247] #hr
[194] #ai
[140] more
[123] mercer
[104] work
[84] employees
[78] out
[75] #digitaltransformation
[72] learn

Top Words in Tweet in G3:
[429] #futureofwork
[80] work
[53] future
[47] new
[43] more
[39] #ai
[37] #hr
[31] out
[27] s
[23] #technology

Top Words in Tweet in G4:
[283] #futureofwork
[111] work
[63] #automation
[61] future
[42] #ai
[41] ilo
[36] new
[36] #industry40
[35] change
[34] report

Top Words in Tweet in G5:
[153] #futureofwork
[59] work
[47] jazzyjosee
[45] connectpsn
[43] #psnfow
[29] yowpdicafe
[27] need
[25] s
[24] t
[23] today

Top Words in Tweet in G6:
[72] #futureofwork
[24] citrix
[21] work
[19] technology
[15] instead
[13] lives
[13] more
[13] #ai
[13] new
[13] ppforumca

Top Words in Tweet in G7:
[100] #ai
[99] #innovation
[92] #robotics
[92] #tech
[88] #robots
[85] #iot
[84] pbalakrishnarao
[83] #hrtech
[80] #robot
[78] #engineering

Top Words in Tweet in G8:
[44] #futureofwork
[24] constellationr
[13] rwang0
[13] #digitaltransformation
[11] report
[11] dawn
[11] digital
[11] duopolies
[11] out
[10] #cio

Top Words in Tweet in G9:
[49] #futureofwork
[41] getting_smart
[22] prepare
[20] future
[18] educators
[18] work
[15] new
[14] learning
[14] rdene915
[13] tvanderark

Top Words in Tweet in G10:
[43] #futureofwork
[27] #podcast
[21] #diversity
[21] #inclusion
[21] hanlxxiii
[20] deloittetmt
[15] deloittehc
[12] #humancapital
[12] #ai
[7] create

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[597] gt,gt
[187] #innovation,#robotics
[169] #iot,#ai
[160] #machinelearning,#deeplearning
[160] #tech,#iot
[146] future,work
[131] mikequindazzi,gt
[125] #robotics,#robots
[120] #ai,#engineering
[109] #robots,#tech

Top Word Pairs in Tweet in G1:
[527] gt,gt
[155] #machinelearning,#deeplearning
[121] mikequindazzi,gt
[84] #ai,#machinelearning
[84] #innovation,#robotics
[74] #futureofwork,#4ir
[65] wef,mikequindazzi
[64] #iot,#ai
[63] gt,wef
[60] #tech,#iot

Top Word Pairs in Tweet in G2:
[77] #futureofwork,#hr
[63] find,out
[34] #futureofwork,#ai
[30] gt,gt
[27] learn,more
[26] #futureofwork,#recruiting
[25] don,t
[25] artificial,intelligence
[25] #ai,#hr
[24] #hr,#futureofwork

Top Word Pairs in Tweet in G3:
[14] future,work
[12] #hr,#futureofwork
[11] find,out
[10] bring,ideas
[10] ideas,shape
[10] shape,digital
[10] digital,#futureofwork
[9] #automation,#futureofwork
[8] gt,gt
[8] learn,more

Top Word Pairs in Tweet in G4:
[35] #futureofwork,#industry40
[35] #industry40,#automation
[26] using,tech
[26] tech,change
[24] future,work
[16] commission,#futureofwork
[14] gt,gt
[13] stop,using
[13] change,planet
[13] planet,start

Top Word Pairs in Tweet in G5:
[29] #futureofwork,#psnfow
[18] connectpsn,#futureofwork
[11] future,work
[9] w,connectpsn
[9] yowpdicafe,connectpsn
[9] public,sector
[9] gc_talent,issue
[9] issue,#blockcerts
[9] #blockcerts,freeagentlibre
[9] freeagentlibre,accept

Top Word Pairs in Tweet in G6:
[12] feel,everyday
[12] everyday,technology
[12] technology,complicating
[12] complicating,lives
[12] lives,instead
[12] instead,simplifying
[12] simplifying,alone
[12] alone,introducing
[11] citrix,feel
[11] introducing,#fu

Top Word Pairs in Tweet in G7:
[82] #innovation,#robotics
[81] #tech,#iot
[80] #robotics,#robots
[80] #iot,#ai
[77] #robot,quickly
[77] quickly,replicate
[77] replicate,face
[77] face,#innovation
[77] #robots,#tech
[76] #ai,#engineering

Top Word Pairs in Tweet in G8:
[11] dawn,digital
[11] digital,duopolies
[10] constellationr,#digitaltransformation
[9] duopolies,rwang0
[9] rwang0,constellationr
[9] #digitaltransformation,#cio
[9] #cio,#cdo
[9] #cdo,#cmo
[9] #cmo,#ceo
[9] #ceo,#futureofwork

Top Word Pairs in Tweet in G9:
[17] educators,prepare
[12] prepare,#futureofwork
[10] #futureofwork,getting_smart
[10] getting_smart,rdene915
[6] come,surprise
[6] surprise,survey
[6] survey,results
[6] results,revealed
[6] revealed,yawning
[6] yawning,gap

Top Word Pairs in Tweet in G10:
[21] #diversity,#inclusion
[20] deloittetmt,hanlxxiii
[19] #inclusion,#futureofwork
[19] #futureofwork,deloittetmt
[18] #podcast,#diversity
[12] #futureofwork,#humancapital
[12] #humancapital,#ai
[12] #ai,deloittehc
[7] create,inclusive
[6] user,friendly

Top Replied-To
Top Replied-To in Entire Graph:
@google
@sebabellocchio
@tbanting
@broadspringpam
@oasisopen
@nowthisnews
@mrminiki
@healthtap
@moveyourbuddy
@iq4cyber

Top Replied-To in G1:
@healthtap
@kashthefuturist

Top Replied-To in G2:
@mikequindazzi
@cipd
@tess_invests
@fuzzyleeza
@adasani92
@cognition_x
@cyndytrivella

Top Replied-To in G5:
@ssc_ca
@canrevagency
@lizehicks
@smrsltd
@valremix
@nkachulis_hr

Top Replied-To in G6:
@google
@oasisopen
@saraeisen
@katmandelstein

Top Replied-To in G8:
@tbanting

Top Replied-To in G9:
@getting_smart

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@wef
@paula_piccard
@mercer
@ronald_vanloon
@ume_kyd
@pbalakrishnarao
@spirosmargaris
@forbes
@harbrimah

Top Mentioned in G1:
@mikequindazzi
@paula_piccard
@wef
@ronald_vanloon
@spirosmargaris
@harbrimah
@jblefevre60
@seeker
@stephanenappo
@tictoc

Top Mentioned in G2:
@mercer
@akwyz
@meghanmbiro
@forbes
@guzmand
@wswmuc
@talentculture
@jcmeister
@hrcurator
@tamaramccleary

Top Mentioned in G3:
@gocoach_
@everlearntweets
@kahootz
@xp_immersive
@5app
@jkennedy93
@alleywatch
@mercermettl
@wa_tm23

Top Mentioned in G4:
@ilo
@mckinsey_mgi
@cipd
@festivalofwork
@citi
@katie_jacobs
@ngage_etx
@blainemathieu
@goodwork_tv
@stephatkins

Top Mentioned in G5:
@jazzyjosee
@connectpsn
@yowpdicafe
@gc_talent
@nkachulis_hr
@kpmg_canada
@grantjmcd
@valremix
@kaylehatt
@ldntechweek

Top Mentioned in G6:
@citrix
@ppforumca
@actioncanada
@microsoft
@2morrowknight
@theeconomist
@hesquiaht
@xserre
@jimbostanford
@sfupublicsquare

Top Mentioned in G7:
@pbalakrishnarao
@forbes
@mclynd
@mikequindazzi
@diioannid
@grattonboy
@dinisguarda
@gvalan
@ronald_vanloon
@jblefevre60

Top Mentioned in G8:
@constellationr
@rwang0
@dhinchcliffe
@zoom_us
@confirm_centre
@holgermu
@siliconangle
@mike_wheatley
@andrewnebus
@ciscocollab

Top Mentioned in G9:
@getting_smart
@rdene915
@tvanderark
@inc
@credly
@josh_bersin
@betterup
@forbes
@pjanzow
@fortunemagazine

Top Mentioned in G10:
@deloittetmt
@hanlxxiii
@deloittehc
@paynews
@gpminstitute
@erica_volini
@mu_sociology
@nualanwhelan
@bw
@hrdailyadvisor

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@alllibertynews
@paoloigna1
@sectest9
@nosqldigest
@southwestair
@evankirstel
@iartg
@gamergeeknews
@jilliemary

Top Tweeters in G1:
@arkangelscrap
@evankirstel
@walmart
@economictimes
@mashable
@simonlporter
@infopronetwork
@smoothsale
@gvalan
@cnbc

Top Tweeters in G2:
@sectest9
@nosqldigest
@chidambara09
@calcaware
@lollydaskal
@akwyz
@onang_pribadi
@meghanmbiro
@warrenwhitlock
@zdnet

Top Tweeters in G3:
@tweet0eye
@frelancewkguide
@alleywatch
@futureworldcen
@topmostshop
@_trinsky
@jfouts
@kerrywekelo
@suddentwilight
@kevin_craine

Top Tweeters in G4:
@torillo59
@trippbraden
@santchiweb
@metrouk
@_cosatu
@qz
@josecdiez
@ankitc265
@serverlessfan
@analyticbridge

Top Tweeters in G5:
@gamergeeknews
@slackhq
@preetsaran
@blackberryclubs
@lenovo
@girlguiding
@dcms
@blackberry
@digileaders
@rachel0404

Top Tweeters in G6:
@alllibertynews
@wsj
@thetimes
@theeconomist
@2morrowknight
@ic4p
@dussri
@google
@iangertler
@jjimenez816

Top Tweeters in G7:
@fintechna
@humbertozamorar
@touchme4youle
@rtehrani
@mangobilling
@eliobastias
@jluisperezg
@yourmatrix
@simplivllc
@fabriziobustama

Top Tweeters in G8:
@valaafshar
@rwang0
@holgermu
@forbestech
@tom_peters
@steve_lockstep
@baakpolat19
@office365
@tomdavenport
@constellationr

Top Tweeters in G9:
@inc
@yahoofinance
@fortunemagazine
@rdene915
@lajbiz
@mazi
@jonharper70bd
@getting_smart
@elainebeare
@arjenvanberkum

Top Tweeters in G10:
@bw
@raybordogna
@iamrmac
@deloitteus
@deloittetmt
@lsilvestresiaz
@paynews
@deloittehc
@deloitteontech
@hrdailyadvisor