futureofwork , Twitter, 6/18/2019 1:29:54 PM, 200357


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futureofwork _2019-06-18_05-59-43.xlsx
futureofwork _2019-06-18_05-59-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 18, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2IoKk6L
@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 4,667 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, 18 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, 26-minute period from Friday, 14 June 2019 at 07:34 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 : 4667
Unique Edges : 6595
Edges With Duplicates : 2582
Total Edges : 9177
Number of Edge Types : 3
Mentions : 7883
Tweet : 1232
Replies to : 62
Self-Loops : 1232
Reciprocated Vertex Pair Ratio : 0.0349216203631849
Reciprocated Edge Ratio : 0.0674865026994601
Connected Components : 741
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 2827
Maximum Edges in a Connected Component : 7023
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.181581
Graph Density : 0.000306205548418821
Modularity : 0.635815
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.forbes.com/sites/forbestechcouncil/2019/05/30/whats-your-organizations-innovation-effort-look-like/#733cff362a3e
[13] https://www.fuld.com/ai-in-the-workplace-infographic/
[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:
[47] 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
[4] 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

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:
[2] https://www.darkreading.com/careers-and-people/why-ai-will-create-far-more-jobs-than-it-replaces/a/d-id/1334635?utm_source=TWITTER&utm_medium=social&utm_campaign=General+Outbound
[2] https://dashbouquet.com/blog/artificial-intelligence/top-5-tech-issues-in-2019
[1] https://twitter.com/WorkingNation/status/1140713222686892033
[1] http://digital-leadership-associates.passle.net/post/102euz4/four-signs-your-operating-model-will-fail
[1] http://digital-leadership-associates.passle.net/post/102ew9w/7-questions-the-c-suite-must-answer-to-achieve-digital-transformation
[1] https://lmic-cimt.ca/wp-content/uploads/2019/06/LMI-Insights-No-14-1.pdf
[1] https://lmic-cimt.ca/wp-content/uploads/2019/04/LMIC-Annotated-Bibliography-Future-of-Work-v2.2-April-2019.pdf
[1] https://twitter.com/RyersonU/status/1139615404731588609
[1] https://workingnation.com/sesame-street-50-years-of-lifelong-learning/
[1] https://abc30.com/technology/driverless-tractor-takes-valley-farmers-into-the-future-of-harvesting/5344544/

Top URLs in Tweet in G9:
[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 G10:
[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 Domains
Top Domains in Tweet in Entire Graph:
[213] dy.si
[208] 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:
[47] 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:
[36] twitter.com
[28] lnkd.in
[22] dy.si
[18] careerarc.com
[10] forbes.com
[7] mckinsey.com
[6] linkedin.com
[5] careerkarma.com
[4] co.uk
[4] medium.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:
[3] okt.to
[2] darkreading.com
[2] twitter.com
[2] passle.net
[2] lmic-cimt.ca
[2] dashbouquet.com
[2] lnkd.in
[1] workingnation.com
[1] abc30.com
[1] mailchi.mp

Top Domains in Tweet in G9:
[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 G10:
[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 Hashtags
Top Hashtags in Tweet in Entire Graph:
[3393] futureofwork
[1274] ai
[545] robotics
[462] iot
[429] innovation
[382] digitaltransformation
[374] hr
[312] tech
[302] machinelearning
[274] robots



Top Hashtags in Tweet in G1:
[630] ai
[462] futureofwork
[301] robotics
[227] machinelearning
[221] iot
[173] fintech
[168] deeplearning
[162] innovation
[127] 4ir
[116] tech

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

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

Top Hashtags in Tweet in G4:
[284] futureofwork
[63] automation
[43] ai
[37] industry40
[29] ilo100
[26] festivalofwork
[22] etx2019
[20] digitaltransformation
[16] hr
[14] 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:
[36] futureofwork
[21] digitaltransformation
[15] ai
[14] robot
[11] robotics
[9] technology
[6] creativity
[4] csuite
[4] artificialintelligence
[4] robots

Top Hashtags in Tweet in G9:
[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 G10:
[49] futureofwork
[7] futureoflearning
[6] students
[5] ai
[5] education
[4] leadership
[3] teacher
[3] fridayfeeling
[3] educhat
[2] ai4good

Top Words
Top Words in Tweet in Entire Graph:
[5123] Words in Sentiment List#1: Positive
[1177] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[114394] Non-categorized Words
[120694] Total Words
[3393] #futureofwork
[1274] #ai
[979] gt
[700] work
[567] future

Top Words in Tweet in G1:
[825] gt
[630] #ai
[462] #futureofwork
[311] mikequindazzi
[301] #robotics
[227] #machinelearning
[221] #iot
[173] #fintech
[168] #deeplearning
[167] ronald_vanloon

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

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

Top Words in Tweet in G4:
[284] #futureofwork
[111] work
[63] #automation
[61] future
[43] #ai
[41] ilo
[37] #industry40
[36] new
[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:
[36] #futureofwork
[25] adamsconsulting
[21] #digitaltransformation
[17] transformation
[16] 7
[15] #ai
[14] organizational
[14] successful
[14] #robot
[13] pitfalls

Top Words in Tweet in G9:
[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 G10:
[49] #futureofwork
[41] getting_smart
[22] prepare
[20] future
[18] educators
[18] work
[15] new
[14] learning
[14] rdene915
[13] tvanderark

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] #innovation,#robotics
[81] #ai,#machinelearning
[74] #futureofwork,#4ir
[65] wef,mikequindazzi
[63] #iot,#ai
[63] gt,wef
[59] #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:
[13] 7,pitfalls
[13] pitfalls,avoid
[13] avoid,during
[13] during,organizational
[13] organizational,transformation
[13] transformation,successful
[13] successful,#digitaltransformation
[13] #digitaltransformation,requires
[13] requires,people
[12] adamsconsulting,7

Top Word Pairs in Tweet in G9:
[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 G10:
[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 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 G9:
@tbanting

Top Replied-To in G10:
@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:
@adamsconsulting
@sebastianbrau
@timothy_hughes
@workingnation
@punitrenjen
@sesamestreet
@deloitte
@lmic_eng
@visualcap

Top Mentioned in G9:
@constellationr
@rwang0
@dhinchcliffe
@zoom_us
@confirm_centre
@holgermu
@siliconangle
@mike_wheatley
@andrewnebus
@ciscocollab

Top Mentioned in G10:
@getting_smart
@rdene915
@tvanderark
@inc
@credly
@josh_bersin
@betterup
@forbes
@pjanzow
@fortunemagazine

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:
@abcnews
@timothy_hughes
@sunjayjk
@mikelking
@adamsconsulting
@susannadw
@s_galimberti
@leejcarey
@srjf
@cleardiff

Top Tweeters in G9:
@valaafshar
@rwang0
@holgermu
@forbestech
@tom_peters
@steve_lockstep
@baakpolat19
@office365
@tomdavenport
@constellationr

Top Tweeters in G10:
@inc
@yahoofinance
@fortunemagazine
@rdene915
@lajbiz
@mazi
@jonharper70bd
@getting_smart
@elainebeare
@arjenvanberkum


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