futureofwork , Twitter, 8/28/2019 11:04:18 PM, 208019


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futureofwork _2019-08-28_06-11-51.xlsx
futureofwork _2019-08-28_06-11-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 28, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2PlSNNR
@julez_norton
@alvinfoo
@mikequindazzi
@mashable
@fca_hq
@forbes
@mvollmer1
@guzmand
@santchiweb
@mercer

Top hashtags:
#futureofwork
#ai
#robotics
#robots
#robotic
#automation
#iot
#digitaltransformation
#robot

Description:
Description
The graph represents a network of 3,948 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, 28 August 2019 at 13:13 UTC.

The requested start date was Tuesday, 27 August 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, 1-hour, 37-minute period from Saturday, 24 August 2019 at 22:22 UTC to Tuesday, 27 August 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 : 3948
Unique Edges : 7225
Edges With Duplicates : 1971
Total Edges : 9196
Number of Edge Types : 3
Mentions : 7795
Tweet : 1340
Replies to : 61
Self-Loops : 1340
Reciprocated Vertex Pair Ratio : 0.0141549899914212
Reciprocated Edge Ratio : 0.0279148456224447
Connected Components : 661
Single-Vertex Connected Components : 374
Maximum Vertices in a Connected Component : 2615
Maximum Edges in a Connected Component : 7616
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.167493
Graph Density : 0.000455182639065901
Modularity : 0.611109
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://www.tlnt.com/what-you-can-do-to-prepare-the-next-generation-of-hr-leaders/
[29] https://www.axios.com/humans-take-charge-robots-a8d93661-fde1-489e-8475-d76aa6fd65c6.html
[27] https://www.forbes.com/sites/forbescommunicationscouncil/2019/07/01/five-predictions-the-impacts-of-ai-and-automation-on-the-future-of-work/
[23] http://www.usatoday.com/story/tech/2019/08/23/ai-training-human-employees-to-have-more-empathy-work/2070002001/
[19] https://www.techfunnel.com/hr-tech/how-important-is-robotic-process-automation-in-hr/
[13] https://edition.cnn.com/2019/08/24/politics/economy-us-workforce-automation/index.html
[13] https://www.linkedin.com/pulse/separating-hype-from-reality-3-technology-shifts-reshaping-eaves/
[13] http://digital-leadership-associates.passle.net/post/102fpp6/what-hr-can-learn-from-marketing-about-employee-experience
[12] https://engage.bah.com/Article/Redirect/0a86dc3b-9d22-4674-89fc-68ffc56a8365?uc=30185&g=5de1f926-3ab0-4d86-bcd3-4adf4f905ea0&f=70953
[11] https://www.telegraphindia.com/opinion/artificial-intelligence-cannot-replace-human-story-telling/cid/1699987

Top URLs in Tweet in G1:
[23] https://www.axios.com/humans-take-charge-robots-a8d93661-fde1-489e-8475-d76aa6fd65c6.html
[19] http://www.usatoday.com/story/tech/2019/08/23/ai-training-human-employees-to-have-more-empathy-work/2070002001/
[10] https://edition.cnn.com/2019/08/24/politics/economy-us-workforce-automation/index.html
[10] https://www.telegraphindia.com/opinion/artificial-intelligence-cannot-replace-human-story-telling/cid/1699987
[9] https://www.cognilytica.com/2019/02/07/infographic-8-ways-in-which-ai-is-transforming-healthcare/
[8] https://www.linkedin.com/pulse/separating-hype-from-reality-3-technology-shifts-reshaping-eaves/
[8] https://www.forbes.com/sites/forbescommunicationscouncil/2019/07/01/five-predictions-the-impacts-of-ai-and-automation-on-the-future-of-work/
[7] https://thecsrjournal.in/be-the-force-for-inclusion-by-enabling-women-in-tech/
[6] https://www.celonis.com/blog/process-mining-for-frictionless-finance-q-a-with-ray-wang-part-2
[6] https://www.forbes.com/sites/forbescoachescouncil/2019/08/06/how-to-lead-your-organization-into-the-future-of-work/#1967d1b553e5

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1165550846156783616
[1] https://twitter.com/i/web/status/1165922013635997697
[1] https://twitter.com/i/web/status/1166138019453136896
[1] https://twitter.com/i/web/status/1165939497286217729

Top URLs in Tweet in G3:
[5] https://www.forbes.com/sites/pikeresearch/2019/08/07/advanced-technologies-are-disrupting-transport-and-logistics-business-models/#249d15d73695
[5] https://www.linkedin.com/pulse/separating-hype-from-reality-3-technology-shifts-reshaping-eaves/
[5] https://cron.link/5vbPn-0?utm_sq=fvjxgao1t2&utm_source=twitter&utm_medium=social&utm_campaign=1davidclarke&utm_content=ai
[5] https://www.imperial.ac.uk/business-school/events/exed-resources/disruptive-technologies-navigating-new-opportunities-and-risks/
[4] https://www.axios.com/humans-take-charge-robots-a8d93661-fde1-489e-8475-d76aa6fd65c6.html
[3] https://cosmosmagazine.com/mathematics/a-little-more-data-literacy-might-be-enough-suggest-lewis-mitchel-and-joshua-ross-from-australia-s-university-of-adelaide
[3] https://twitter.com/thekaushalsoni
[3] https://technologyreview.com/s/614160/quantum-radar-has-been-demonstrated-for-the-first-time/
[3] https://blog.tmcnet.com/blog/rich-tehrani/fow/what-is-the-future-of-work.html
[3] https://medium.com/p/the-future-of-work-and-ai-7088cf1a8912

Top URLs in Tweet in G4:
[10] https://www.tlnt.com/what-you-can-do-to-prepare-the-next-generation-of-hr-leaders/
[4] https://www.linkedin.com/pulse/destiny-fate-steve-diedrick/
[2] https://www.forbes.com/sites/karanmehandru/2019/08/08/distributedteams/#c0f2a0373399
[2] https://soundcloud.com/nextatwork/globizfow
[2] https://www.hrreporter.com/columnist/employment-law/archive/2019/08/12/how-can-i-refuse%e2%80%8b/
[2] https://twinybots.ch/
[2] https://www2.deloitte.com/us/en/insights/focus/digital-maturity/digital-maturity-pivot-model.html?id=us:2sm:3tw:4di_gl:5eng:6di
[2] http://womenspowerbook.org/contents-future-civilization-mankind-femocracy-womensworld.htm#.UF9OcVK3wwI
[2] https://www.fastcompany.com/90389064/this-is-how-the-intern-economy-is-shaping-the-future-of-work
[2] https://www.cryptomak.co.uk/a-look-at-the-future-of-work/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[18] https://www.tlnt.com/what-you-can-do-to-prepare-the-next-generation-of-hr-leaders/
[8] https://www.myhrfuture.com/blog/2018/8/14/how-to-use-design-thinking-in-hr
[6] https://www.peoplemattersglobal.com/article/expert-views/how-is-ai-supercharging-hr-22800?linkId=72533564#.XWBVr0CsMm9.twitter
[5] https://www.linkedin.com/pulse/8-1-reasons-why-employee-experience-should-part-your-2020-jacobs/
[4] https://www.forbes.com/sites/forbescommunicationscouncil/2019/07/01/five-predictions-the-impacts-of-ai-and-automation-on-the-future-of-work/#3c4bfc653838
[4] https://www2.deloitte.com/insights/us/en/focus/digital-maturity/digital-maturity-pivot-model.html?id=us:2sm:3tw:4di_gl:5eng:6di
[4] https://www.forbes.com/sites/servicenow/2019/07/26/5-reasons-your-hr-transformation-missed-the-mark/?linkId=72533606#68cfd2e5530d
[4] https://www.constellationr.com/research/ai-changes-hr-nothing-else
[4] https://www.peoplematters.in/article/techhrin/how-ai-changes-business-and-hr-insights-from-keynote-by-holger-muller-22596
[4] https://www.business2community.com/email-marketing/the-differences-between-smtp-and-imap-and-why-you-need-both-02232227

Top URLs in Tweet in G6:
[16] https://www.forbes.com/sites/forbescommunicationscouncil/2019/07/01/five-predictions-the-impacts-of-ai-and-automation-on-the-future-of-work/
[7] http://out.faveeo.com/?url=https://enterprisersproject.com/article/2019/8/digital-transformation-strategy-7-pieces&vertical=future-of-work&lang=en&family=en
[6] https://www.digitaltrends.com/mobile/best-mobile-videoconferencing-apps/
[5] https://www.cmswire.com/digital-workplace/how-collaboration-technologies-can-help-improve-productivity/
[3] http://out.faveeo.com/?url=https://www.forbes.com/sites/zakdoffman/2019/05/02/new-cybersecurity-report-warns-cios-if-youre-breached-or-hacked-its-your-own-fault/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://walkinginside.com/setyourselffree/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.fastcompany.com/90285552/the-most-powerful-person-in-silicon-valley&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.forbes.com/sites/bernardmarr/2019/08/23/the-amazing-ways-youtube-uses-artificial-intelligence-and-machine-learning/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.techrepublic.com/article/7-moves-it-leaders-should-make-before-a-digital-transformation/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.forbes.com/sites/jasonwingard/2019/07/26/the-automated-future-amazon-is-readyare-you/&vertical=future-of-work&lang=en&family=en

Top URLs in Tweet in G7:
[7] https://www.3w20.com/landing-gooong
[1] https://drseo.com/our-services
[1] https://www.forbes.com/sites/pikeresearch/2019/08/07/advanced-technologies-are-disrupting-transport-and-logistics-business-models/#249d15d73695
[1] https://twitter.com/i/web/status/1166029881404284929

Top URLs in Tweet in G8:
[5] https://okt.to/XL3BlI
[1] https://twitter.com/i/web/status/1166124560871305217
[1] https://twitter.com/Ronald_vanLoon/status/1090869713985519616
[1] https://twitter.com/i/web/status/1166137414831738883
[1] https://www.edsurge.com/news/2019-08-22-in-a-changing-career-landscape-employers-and-workers-need-a-new-social-contract-for-retraining?utm_content=buffercdb92&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[1] https://okt.to/qXHQKa
[1] https://twitter.com/i/web/status/1165671190784090112
[1] https://twitter.com/i/web/status/1165635449571950593
[1] https://twitter.com/i/web/status/1166095477848367104
[1] https://www.edsurge.com/news/2019-08-22-in-a-changing-career-landscape-employers-and-workers-need-a-new-social-contract-for-retraining?utm_content=buffer94913&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer

Top URLs in Tweet in G9:
[2] https://blog.hirebotics.com/introducing-botx-your-for-hire-robotic-welder#.XWRoktKkPSU.twitter
[1] https://www.businessinsider.com/why-unskilled-labor-perpetuates-stereotypes-about-gender-education-2019-7?r=US&IR=T
[1] https://twitter.com/i/web/status/1164594654907686913
[1] https://www.theguardian.com/commentisfree/2019/aug/14/the-us-labor-market-is-broken-but-an-opportunity-marketplace-could-save-it
[1] https://www.byteant.com/services/saas-cloud-solutions/
[1] https://twitter.com/i/web/status/1166002406980825088
[1] https://twitter.com/i/web/status/1165277684328468482
[1] https://twitter.com/i/web/status/1165791001551802378
[1] https://twitter.com/gradsoflife/status/1164903353723359232

Top URLs in Tweet in G10:
[8] https://www.strategy-business.com/feature/A-strategists-guide-to-upskilling?gko=0bb8b&sf216779440=1
[5] https://www.marketleadership.net/automotive-entrepreneurs-success/
[4] https://www.mercer.com/our-thinking/career/performance-transformation-in-the-future-of-work.html?utm_source=twitter&utm_medium=social&utm_campaign=performance-mgnt-survey&utm_content=performance-mgnt-survey&utm_country=tw-ukmercer&sf218020187=1
[3] https://swigroup.org/hjbn
[3] https://timesofindia.indiatimes.com/companies/the-doctor-will-chat-with-you-now/articleshow/70626323.cms
[2] https://www.forbes.com/sites/forbescommunicationscouncil/2019/07/01/five-predictions-the-impacts-of-ai-and-automation-on-the-future-of-work/
[2] https://twinybots.ch/
[2] https://techaeris.com/2019/08/19/infographic-the-future-of-work
[2] https://paper.li/pamantas/1412818799?edition_id=b73dce70-c746-11e9-a176-0cc47a0d15fd
[2] https://www.marketleadership.net/how-inc-500-grow/

Top Domains
Top Domains in Tweet in Entire Graph:
[1381] twitter.com
[106] forbes.com
[67] linkedin.com
[59] paper.li
[43] faveeo.com
[33] tlnt.com
[32] axios.com
[26] usatoday.com
[25] techtarget.com
[21] passle.net

Top Domains in Tweet in G1:
[216] twitter.com
[42] forbes.com
[23] axios.com
[22] usatoday.com
[14] linkedin.com
[12] cnn.com
[10] telegraphindia.com
[9] cognilytica.com
[8] mckinsey.com
[7] thecsrjournal.in

Top Domains in Tweet in G2:
[4] twitter.com

Top Domains in Tweet in G3:
[75] twitter.com
[8] forbes.com
[7] linkedin.com
[7] cron.link
[5] ac.uk
[4] axios.com
[3] cosmosmagazine.com
[3] technologyreview.com
[3] tmcnet.com
[3] medium.com

Top Domains in Tweet in G4:
[322] twitter.com
[20] linkedin.com
[17] paper.li
[10] tlnt.com
[7] forbes.com
[7] careerarc.com
[6] fastcompany.com
[5] medium.com
[4] deloitte.com
[3] co.uk

Top Domains in Tweet in G5:
[253] twitter.com
[18] tlnt.com
[15] forbes.com
[14] peoplematters.in
[13] linkedin.com
[9] constellationr.com
[8] hbr.org
[8] analyticsinhr.com
[8] myhrfuture.com
[6] peoplemattersglobal.com

Top Domains in Tweet in G6:
[38] faveeo.com
[24] twitter.com
[16] forbes.com
[6] digitaltrends.com
[5] cmswire.com
[1] telegraphindia.com
[1] axios.com

Top Domains in Tweet in G7:
[7] 3w20.com
[1] drseo.com
[1] forbes.com
[1] twitter.com

Top Domains in Tweet in G8:
[18] twitter.com
[6] okt.to
[2] edsurge.com
[1] worldskillsconference.com

Top Domains in Tweet in G9:
[5] twitter.com
[2] hirebotics.com
[1] businessinsider.com
[1] theguardian.com
[1] byteant.com

Top Domains in Tweet in G10:
[17] twitter.com
[9] strategy-business.com
[7] marketleadership.net
[5] indiatimes.com
[4] mercer.com
[3] forbes.com
[3] swigroup.org
[2] pbynd.co
[2] twinybots.ch
[2] techaeris.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2328] futureofwork
[1857] ai
[856] robotics
[767] robots
[738] robotic
[429] automation
[370] iot
[267] digitaltransformation
[220] robot
[216] technology



Top Hashtags in Tweet in G1:
[672] futureofwork
[654] ai
[205] robotics
[177] iot
[154] machinelearning
[135] robots
[131] technology
[112] artificialintelligence
[105] innovation
[104] automation

Top Hashtags in Tweet in G2:
[518] ai
[513] robotics
[508] robots
[502] robotic
[11] futureofwork
[11] artificialintelligence
[11] automation
[8] robot
[3] machinelearning
[3] digital

Top Hashtags in Tweet in G3:
[388] futureofwork
[316] ai
[201] automation
[167] robotic
[159] robot
[42] digitaltransformation
[35] robotics
[31] robots
[28] iot
[19] vr

Top Hashtags in Tweet in G4:
[194] futureofwork
[42] ai
[12] hr
[12] automation
[9] artificialintelligence
[9] freelancers
[8] digitaltransformation
[8] machinelearning
[8] gigeconomy
[7] digital

Top Hashtags in Tweet in G5:
[243] futureofwork
[71] hr
[58] ai
[53] leadership
[44] hrtech
[32] hcm
[23] cmo
[22] digitaltransformation
[18] automation
[18] employeeexperience

Top Hashtags in Tweet in G6:
[131] futureofwork
[85] ai
[52] emergingtechnologies
[50] iot
[49] ar
[49] augmentedreality
[49] vr
[28] automation
[27] industry40
[20] technology

Top Hashtags in Tweet in G7:
[64] emergingtech
[63] iiot
[62] digitaltransformation
[62] industry40
[62] ai
[62] datascience
[62] iot
[62] robots
[62] robotics
[62] bigdata

Top Hashtags in Tweet in G8:
[27] futureofwork
[17] skills
[16] g7biarritz
[14] ai
[12] artificialintelligence
[11] machinelearning
[11] ml
[9] infographics
[8] deeplearning
[8] dl

Top Hashtags in Tweet in G9:
[20] futureofwork
[11] backtoschool
[9] wkdev
[9] nevertooold
[6] lifelonglearning
[5] iot
[3] ai
[2] thursdaymotivation
[2] ml
[2] bigdata

Top Hashtags in Tweet in G10:
[31] futureofwork
[14] innovation
[9] entrepreneurs
[8] emergingtech
[8] leadership
[7] technology
[7] startup
[5] ai
[5] tech
[5] infographic

Top Words
Top Words in Tweet in Entire Graph:
[2983] Words in Sentiment List#1: Positive
[870] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[93536] Non-categorized Words
[97389] Total Words
[2327] #futureofwork
[1856] #ai
[1362] gt
[856] #robotics
[767] #robots

Top Words in Tweet in G1:
[1050] gt
[672] #futureofwork
[654] #ai
[325] mikequindazzi
[205] #robotics
[177] #iot
[168] future
[154] #machinelearning
[143] wef
[135] #robots

Top Words in Tweet in G2:
[518] #ai
[513] #robotics
[510] julez_norton
[508] #robots
[504] here
[502] #robotic
[501] tentacles
[501] robotic
[501] arms
[501] inspired

Top Words in Tweet in G3:
[388] #futureofwork
[316] #ai
[217] alvinfoo
[201] #automation
[187] future
[167] #robotic
[164] human
[161] power
[161] #robot
[158] intel

Top Words in Tweet in G4:
[193] #futureofwork
[55] work
[45] future
[42] #ai
[23] need
[22] more
[19] employees
[19] companies
[19] next
[18] digital

Top Words in Tweet in G5:
[243] #futureofwork
[79] gt
[77] work
[71] #hr
[70] hrcurator
[58] #ai
[56] learn
[55] hr
[53] #leadership
[49] david_green_uk

Top Words in Tweet in G6:
[131] #futureofwork
[85] #ai
[53] new
[52] #emergingtechnologies
[50] #iot
[50] wissenzoro
[49] #ar
[49] adding
[49] dimensions
[49] books

Top Words in Tweet in G7:
[64] #emergingtech
[63] #iiot
[62] 20
[62] ways
[62] achieve
[62] #digitaltransformation
[62] #industry40
[62] #ai
[62] #datascience
[62] #iot

Top Words in Tweet in G8:
[37] worldskills
[29] young
[29] people
[27] #futureofwork
[24] oecd
[21] edu_employers
[20] learning
[18] up
[18] re
[17] #skills

Top Words in Tweet in G9:
[68] degree
[58] need
[42] opptyatwork
[30] talented
[28] job
[27] way
[27] measure
[20] #futureofwork
[15] college
[12] more

Top Words in Tweet in G10:
[31] #futureofwork
[14] #innovation
[12] deloitte
[11] stratandbiz
[9] #entrepreneurs
[9] future
[9] six
[8] v
[8] trends
[8] #leadership

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[828] gt,gt
[590] #robots,#robotics
[559] #robotics,#ai
[532] arms,inspired
[532] inspired,octopus
[531] #robotic,tentacles
[531] tentacles,here
[531] here,robotic
[531] robotic,arms
[530] octopus,mashable

Top Word Pairs in Tweet in G1:
[643] gt,gt
[175] mikequindazzi,gt
[118] wef,mikequindazzi
[82] gt,wef
[66] #futureofwork,nevillegaunt
[64] 2022,employers
[64] employers,expect
[64] expect,#ai
[64] #ai,boost
[64] boost,#business

Top Word Pairs in Tweet in G2:
[501] #robotic,tentacles
[501] tentacles,here
[501] here,robotic
[501] robotic,arms
[501] arms,inspired
[501] inspired,octopus
[501] octopus,mashable
[501] mashable,#robots
[501] #robotics,#ai
[500] julez_norton,#robotic

Top Word Pairs in Tweet in G3:
[157] #ai,#robot
[156] human,power
[156] power,future
[156] future,through
[156] through,#automation
[156] #automation,#robotic
[156] #robotic,intel
[156] intel,#ai
[156] #robot,#futureofwork
[154] alvinfoo,human

Top Word Pairs in Tweet in G4:
[18] future,work
[11] hr,leaders
[10] hrconfes,david_green_uk
[10] david_green_uk,prepare
[10] prepare,next
[10] next,generation
[10] generation,hr
[10] leaders,vi
[8] jacobm,organizations
[8] organizations,need

Top Word Pairs in Tweet in G5:
[47] gt,gt
[30] thx4rt,fr
[30] fr,hrcurator
[23] demands,#leadership
[23] #leadership,heavy
[23] heavy,learn
[23] learn,build
[23] build,work
[23] work,life
[23] life,balance

Top Word Pairs in Tweet in G6:
[49] #ar,adding
[49] adding,new
[49] new,dimensions
[49] dimensions,books
[49] books,#emergingtechnologies
[49] #emergingtechnologies,#augmentedreality
[49] #augmentedreality,#vr
[49] #vr,#ai
[49] #ai,#futureofwork
[49] #futureofwork,#iot

Top Word Pairs in Tweet in G7:
[62] 20,ways
[62] ways,achieve
[62] achieve,#digitaltransformation
[62] #digitaltransformation,#emergingtech
[62] #emergingtech,#industry40
[62] #industry40,#ai
[62] #ai,#datascience
[62] #datascience,#iot
[62] #iot,#robots
[62] #robots,#robotics

Top Word Pairs in Tweet in G8:
[29] young,people
[21] oecd,edu_employers
[16] one,key
[16] key,conversations
[16] conversations,#g7biarritz
[16] #g7biarritz,#skills
[16] #skills,lifelong
[16] lifelong,learning
[16] learning,up
[16] up,re

Top Word Pairs in Tweet in G9:
[30] talented,need
[27] need,degree
[27] degree,talented
[27] need,job
[27] job,degree
[27] degree,way
[27] way,measure
[26] opptyatwork,need
[7] college,degree
[7] degree,immediately

Top Word Pairs in Tweet in G10:
[9] stratandbiz,#futureofwork
[8] six,key
[8] key,elements
[8] elements,successful
[8] successful,upskilling
[8] upskilling,initiative
[8] initiative,stratandbiz
[7] #innovation,#technology
[7] strategyand,six
[5] #entrepreneurs,transforming

Top Replied-To
Top Replied-To in Entire Graph:
@exchangeseva
@joegarofoli
@drlabratory
@yuhelenyu
@spirosmargaris
@lynngribble
@benjaminpring
@adp
@jpcanney
@real_leaders

Top Replied-To in G1:
@spirosmargaris
@yuhelenyu
@btomoffcpa
@therudingroup
@nadianaffi
@wswmuc
@psb_dc
@guzmand
@kmcdsap
@larrykim

Top Replied-To in G3:
@akintayobashir2

Top Replied-To in G5:
@exchangeseva
@adp
@jpcanney
@peoplematters2
@real_leaders
@redthreadre
@edcast
@spoonen
@girardmaxime33
@hrcurator

Top Replied-To in G8:
@ilo

Top Replied-To in G10:
@thomas_dettling

Top Mentioned
Top Mentioned in Entire Graph:
@julez_norton
@mashable
@mikequindazzi
@alvinfoo
@intel
@wef
@fabriziobustama
@antgrasso
@yuhelenyu
@mvollmer1

Top Mentioned in G1:
@mikequindazzi
@wef
@fabriziobustama
@yuhelenyu
@haroldsinnott
@mvollmer1
@nevillegaunt
@lovegoldenheart
@guzmand
@harbrimah

Top Mentioned in G2:
@julez_norton
@mashable
@wef
@yuhelenyu
@alvinfoo
@nevillegaunt
@lovegoldenheart
@audre
@intel
@meghanmb

Top Mentioned in G3:
@alvinfoo
@intel
@mikequindazzi
@antgrasso
@ravikikan
@heinzvhoenen
@forbes
@wef
@fisher85m
@enricomolinari

Top Mentioned in G4:
@gocoach_
@everlearntweets
@todaysnewtech1
@cloud_scale
@mattmonge
@workerseesc
@crypto__mak
@voiceacorp

Top Mentioned in G5:
@mercer
@david_green_uk
@hrcurator
@sciz
@hrdigitalbe
@tlnt_com
@martinhoyes
@prasunjmishra
@oraclestartup
@sventrepreneur

Top Mentioned in G6:
@wissenzoro
@evankirstel
@futureof_work
@mashable
@bogdanmnegru
@terenceleungsf
@frronconi
@xhscitech
@fastcompany

Top Mentioned in G7:
@drse0
@3w20_berlin
@upsite1
@ipfconline1
@forbes

Top Mentioned in G8:
@worldskills
@oecd
@edu_employers
@guyryder
@statistacharts
@ronald_vanloon
@insightbrief
@higheredsurge
@mikequindazzi
@forbes_india

Top Mentioned in G9:
@opptyatwork
@cognizant
@mindthe_gapng
@iammegaken
@byron_auguste
@guardian
@byte_ant
@gradsoflife
@elijahuwas
@mvollmer1

Top Mentioned in G10:
@stratandbiz
@deloitte
@mercer
@strategyand
@lago72
@trippbraden
@fisher85m
@swaminathanlaks
@nhrdchennai
@christinadove7

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@paoloigna1
@nosqldigest
@deejayiwan
@gamergeeknews
@evankirstel
@coopmike48
@startupsbot
@aldoceccarelli

Top Tweeters in G1:
@arkangelscrap
@sectest9
@aldoceccarelli
@billnigh
@btzmedina
@fintechna
@thomasclone
@zimei_no_ri
@nytimes
@akwyz

Top Tweeters in G2:
@itknowingness
@rottingvale
@seraph506
@calcaware
@katudon0402
@bisexualoki
@mashable
@lenubienne
@ignotolugar
@blvckexcellence

Top Tweeters in G3:
@deejayiwan
@gamergeeknews
@chidambara09
@psychicwaugh
@swissbusiness
@santchiweb
@marshacollier
@bar_zie
@grattonboy
@caring_mobile

Top Tweeters in G4:
@coopmike48
@thestartupper
@iam__network
@roccodallas
@andytoronto
@freshsalis
@frelancewkguide
@ianmcalvert
@ankitc265
@dekebridges

Top Tweeters in G5:
@nosqldigest
@dynamicfrize
@eraser
@businessinsider
@frizemedia
@telegraph
@ani
@stfuimtweetn0_o
@austintobak
@shellykramer

Top Tweeters in G6:
@paoloigna1
@evankirstel
@npsusa
@richsimmondsza
@colorstreamedia
@padididit
@fastcompany
@onelegsandpiper
@2601manish
@thehipposhoe

Top Tweeters in G7:
@ittechbuz
@thomashilbig2
@sprintbaseb
@avroraorekhova
@violaisaeva4
@rogov_vasilko
@ilceruttino
@designsprintbot
@nextwave
@firmforum

Top Tweeters in G8:
@nancyrubin
@_trina_maria_
@vestedventures
@markedeschaine
@ronald_vanloon
@ukrphysics
@insightbrief
@forbes_india
@getsetlearning
@centralasi

Top Tweeters in G9:
@guardian
@marychuy13
@retheauditors
@elijahuwas
@wickedresponses
@memamemoo
@henrimorrgh
@edobong_akpabio
@cognizant
@edgeiotai

Top Tweeters in G10:
@startupsbot
@trippbraden
@twilli2861
@hanslak
@vishne0
@fortivus
@teamofindore
@stratandbiz
@lago72
@raybordogna