FAQ | Problem?

futureofwork _2017-11-14_04-28-53.xlsx
futureofwork _2017-11-14_04-28-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2017
Short Description:
futureofwork via NodeXL http://bit.ly/2zBxbUo
@henleywow
@prestigeecon
@mikequindazzi
@pwc
@themisterfavor
@ianknowlson
@cbcnews

Description:
Description
The graph represents a network of 4,078 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, 14 November 2017 at 12:30 UTC.

The requested start date was Tuesday, 14 November 2017 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 9-hour, 57-minute period from Wednesday, 08 November 2017 at 15:02 UTC to Tuesday, 14 November 2017 at 01:00 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 : 4078
Unique Edges : 5881
Edges With Duplicates : 1922
Total Edges : 7803
Self-Loops : 1375
Reciprocated Vertex Pair Ratio : 0.0130811384125862
Reciprocated Edge Ratio : 0.0258244634444251
Connected Components : 624
Single-Vertex Connected Components : 335
Maximum Vertices in a Connected Component : 2825
Maximum Edges in a Connected Component : 6284
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.546431
Graph Density : 0.000344700946216427
Modularity : 0.668456
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[150] https://www.salesforce.com/au/blog/2017/10/the-future-of-work--technology--jobs-and-augmented-intelligence.html?utm_content=buffer36b7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[112] https://www.youtube.com/watch?v=bK9iIpcu-OY
[87] https://www.linkedin.com/pulse/want-career-finance-soft-skills-alone-wont-get-you-jason-schenker
[80] http://www.jobsforrobots.com/
[53] http://www.mckinsey.com/business-functions/operations/our-insights/human-plus-machine-a-new-era-of-automation-in-manufacturing?cid=soc-web
[42] https://www.forbes.com/sites/forbescoachescouncil/2017/11/03/jobs-ai-and-automation-what-you-need-to-know/#488092e3cb5c
[30] http://sloanreview.mit.edu/article/the-dandelion-principle-redesigning-work-for-the-innovation-economy/?social_token=1e5a07681e443583304a70c871407682&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[26] https://www.inc.com/jacob-morgan/technology-alone-cannot-drive-change.html
[19] https://ibm.com/blogs/citizen-ibm/2017/11/melley_veterans_new_collar/
[18] https://www.grazitti.com/blog/top-10-big-data-facts-infographic/?utm_content=buffer8c389&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#.WWNOndvrHmQ.twitter

Top URLs in Tweet in G1:
[137] https://www.salesforce.com/au/blog/2017/10/the-future-of-work--technology--jobs-and-augmented-intelligence.html?utm_content=buffer36b7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[49] http://www.mckinsey.com/business-functions/operations/our-insights/human-plus-machine-a-new-era-of-automation-in-manufacturing?cid=soc-web
[17] http://www.wittysparks.com/would-robots-kill-the-workforce/
[16] https://www.grazitti.com/blog/top-10-big-data-facts-infographic/?utm_content=buffer8c389&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#.WWNOndvrHmQ.twitter
[13] https://www.weforum.org/reports/the-global-gender-gap-report-2017
[8] http://ipfconline.fr/blog/2017/11/06/urgent-explanation-robots-in-5-years/?utm_content=buffer79f80&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://ideal.com/wp-content/uploads/2016/11/AI-Recruitment-infographic.png?utm_content=buffer98cd3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/MikeQuindazzi/status/929514119815946245#robotics
[3] https://www.bcg.com/publications/2017/change-management-organization-digital-era-change-runs-people-power.aspx?linkId=44591697
[3] https://www.theguardian.com/technology/video/2017/oct/13/sophia-the-robot-tells-un-i-am-here-to-help-humanity-create-the-future-video

Top URLs in Tweet in G2:
[85] https://www.linkedin.com/pulse/want-career-finance-soft-skills-alone-wont-get-you-jason-schenker
[78] http://www.jobsforrobots.com/
[4] http://techwireasia.com/2017/10/office-digital-future-look-like/?utm_content=buffer07779&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.linkedin.com/pulse/rise-bots-chat-apps-become-part-your-job-jason-schenker/
[2] https://www.linkedin.com/pulse/austin-proves-relocating-hot-job-market-presents-jason-schenker
[2] https://www.linkedin.com/pulse/kiosks-steal-all-jobs-just-sell-cupcakes-jason-schenker
[1] http://www.cbc.ca/news/business/rise-of-automation-1.4120794
[1] https://www.linkedin.com/pulse/labor-museums-tomorrow-jason-schenker
[1] https://www.youtube.com/watch?v=Sw1_i8uUNmY
[1] https://www.linkedin.com/pulse/does-your-dog-need-podcast-jason-schenker

Top URLs in Tweet in G3:
[4] https://twitter.com/i/web/status/928351487650140161
[4] http://learnsap24x7.com/2017/04/06/work-life-balance-not-happy-at-work-signs-are-youre-burned-velvet/
[4] https://www.salesforce.com/au/blog/2017/10/the-future-of-work--technology--jobs-and-augmented-intelligence.html?utm_content=buffer36b7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://workischanging.ca/balancing-canadas-ai-boom-with-entrepreneurship/
[3] https://play.google.com/music/m/Djq456d3jop4grcy5opd7xxb22e
[3] https://thehrisworld.wordpress.com/2017/09/14/convergence/
[3] http://www.atlas.work/
[3] http://www.kingsolomonsmine.com.ng/kay-magnate-232
[3] http://www.kingsolomonsmine.com.ng/kay-magnate-233
[2] http://www.digitalistmag.com/future-of-work/2017/11/01/future-of-hr-changing-small-midsize-businesses-05451250

Top URLs in Tweet in G4:
[7] http://www.actualizeconsulting.com/cultureinfusion.html
[6] https://thefutureorganization.com/future-crimes-organization-can-stay-safe-connected-world/
[5] https://twitter.com/hplabs/status/926826377260687361
[5] https://www.amazon.com/gp/product/1937985784/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1937985784&linkCode=as2&tag=wwwlitebookne-20
[5] https://twitter.com/larrykim/status/929682744992567296
[4] https://work.qz.com/1116188/why-we-can-no-longer-separate-work-from-life-and-shouldnt/?mc_cid=9448697f37&mc_eid=7bc03cf266
[4] https://www.salesforceiq.com/blog/how-natural-language-processing-will-change-the-way-you-work?utm_content=buffer47eab&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.forbes.com/sites/jeannemeister/2017/11/09/the-future-of-work-how-artificial-intelligence-will-transform-the-employee-experience/?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=twitter#135425908-tw#1510319594667
[4] http://thoughtonomy.com/future-work-infographic/
[4] https://paper.li/chagww/1395619720?edition_id=1722b0d0-c839-11e7-9ce6-0cc47a0d1605

Top URLs in Tweet in G5:
[40] https://www.forbes.com/sites/forbescoachescouncil/2017/11/03/jobs-ai-and-automation-what-you-need-to-know/#488092e3cb5c
[9] https://www.forbes.com/sites/jeannemeister/2017/11/09/the-future-of-work-how-artificial-intelligence-will-transform-the-employee-experience/
[8] https://www.economist.com/news/business/21727093-humans-will-supply-digital-services-complement-ai-artificial-intelligence-will-create-new?fsrc=scn/tw/te/rfd/pe
[7] https://www.insidehr.com.au/hr-technology-disruptions-2018/
[7] http://www.trendinalia.com/twitter-trending-topics/ireland/ireland-today.html
[6] http://www.unleashgroup.io/news/future-work-autonomous-world/
[5] https://www.khaleejtimes.com/technology/uae-takes-lead-in-digital-transformation
[5] https://hrtechcon.com/2017/11/01/employee-experience-journey-ten-key-points/?utm_content=buffer8f928&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://apple.news/AHZXpWvivTPqnM_4QvI-5Ag
[4] http://www.dailymail.co.uk/sciencetech/article-4948626/Will-job-automated-70-percent-Americans-say-no.html

Top URLs in Tweet in G6:
[110] https://www.youtube.com/watch?v=bK9iIpcu-OY
[4] https://blog.cultureamp.com/pwc-australia-on-the-importance-of-putting-culture-first?utm_content=62933568&utm_medium=social&utm_source=twitter
[3] https://work.qz.com/1116192/how-to-manage-millenials-let-them-fail/
[2] https://blog.cultureamp.com/employee-engagement-survey-questions?utm_campaign=2017.10%20%23AskYourEmployees%20Top%2020%20SEO&utm_content=61791700&utm_medium=social&utm_source=twitter
[2] https://blog.cultureamp.com/what-is-employee-experience?utm_campaign=2017.07%20Three%20Es&utm_content=63007403&utm_medium=social&utm_source=twitter
[2] https://blog.cultureamp.com/employee-engagement-survey-questions?utm_campaign=2017.10%20%23AskYourEmployees%20Top%2020%20SEO&utm_content=61791701&utm_medium=social&utm_source=twitter
[1] https://work.qz.com/1126314/spotify-is-letting-employees-pick-which-holidays-to-celebrate/
[1] https://www.linkedin.com/pulse/20-best-people-analytics-articles-sept-oct-2017-david-green/
[1] https://blog.cultureamp.com/employee-engagement-survey-questions?utm_campaign=2017.10%20%23AskYourEmployees%20Top%2020%20SEO&utm_content=61784331&utm_medium=social&utm_source=twitter
[1] https://blog.cultureamp.com/what-are-the-red-flags-to-look-for?utm_content=62876223&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G7:
[18] https://ibm.com/blogs/citizen-ibm/2017/11/melley_veterans_new_collar/
[14] https://www.mercer.com/?utm_source=twitter&utm_medium=social&utm_campaign=thriving_workforce&utm_content=NONE&sf157108951=1
[5] http://nodrivr.com/RPQLZ/
[5] http://wedrone247.com/QkpNZ/
[3] https://www.ibm.com/blogs/events/ibm-dreamforce-2017/future-of-work-ibm-salesforce/
[2] http://okt.to/xpybRf
[2] https://www.nytimes.com/2017/11/05/technology/machine-learning-artificial-intelligence-ai.html
[2] https://www.blog.google/topics/journalism-news/driving-future-digital-subscriptions/
[1] https://twitter.com/JorgeTRRHH/status/929139388835123200#labnol
[1] https://twitter.com/Tiffani_Bova/status/929840497492766721#labnol

Top URLs in Tweet in G8:
[5] https://www.forbes.com/sites/jeannemeister/2017/11/09/the-future-of-work-how-artificial-intelligence-will-transform-the-employee-experience/?utm_content=buffer74ecf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#2e45636623c9
[5] https://www.people-first.com/are-you-ready-to-replace-annual-appraisals-with-online-check-ins/
[3] https://www.forbes.com/sites/jeannemeister/2017/11/09/the-future-of-work-how-artificial-intelligence-will-transform-the-employee-experience/?utm_source=LINKEDIN_COMPANY&utm_medium=social&utm_content=1147895456&utm_campaign=sprinklrForbesMainLI#161977aa23c9
[3] http://okt.to/1tFZmT
[2] http://blog.boomerangfunding.co.uk/blog-news/brexit-talent-implications?utm_content=buffer6aecc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://b2b.kununu.com/blog/are-you-making-a-great-hire-or-a-huge-mistake?utm_content=bufferd28ef&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.therecruitmentnetworkclub.com/recruitment/things-millennials-are-looking-for-when-joining-a-new-company/?utm_content=buffer79a92&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.theglobalrecruiter.com/news/ridi-study-charts-trends-in-disableds-job-search/8984?utm_content=buffer8a92d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.therecruitmentnetworkclub.com/recruitment/things-millennials-are-looking-for-when-joining-a-new-company/?utm_content=buffer462c7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://okt.to/nSyGgN

Top URLs in Tweet in G9:
[5] https://www.thesun.co.uk/tech/4856801/ocado-robots-replace-human-workers-pack-50-groceries-online-shopping/
[5] https://www.salesforce.com/au/blog/2017/10/the-future-of-work--technology--jobs-and-augmented-intelligence.html?utm_content=buffer36b7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://smartsimplicity.uk.com/smart-insights/how-to-be-less-busy-and-more-effective?utm_content=bufferde57d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://kwhs.wharton.upenn.edu/2017/11/allure-artificial-intelligence/
[2] http://spendmatters.com/2017/11/06/procurement-needs-know-high-end-gig-economy/
[1] http://amp.weforum.org/agenda/2016/03/how-will-the-digital-revolution-transform-the-energy-sector
[1] https://twitter.com/i/web/status/930238710922166272
[1] https://twitter.com/i/web/status/930230335245377536
[1] https://twitter.com/i/web/status/929907174851207168
[1] https://twitter.com/i/web/status/929193974384005120

Top URLs in Tweet in G10:
[28] http://sloanreview.mit.edu/article/the-dandelion-principle-redesigning-work-for-the-innovation-economy/?social_token=1e5a07681e443583304a70c871407682&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[8] https://www.technologyreview.com/s/609128/fearsome-machines-a-prehistory/?utm_campaign=add_this&utm_source=twitter&utm_medium=post
[2] http://sloanreview.mit.edu/article/assembling-your-personal-board-of-advisors/?social_token=25ad9a5f0f55a90ede8e725433168e56&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[2] https://www.technologyreview.com/s/609128/fearsome-machines-a-prehistory/?utm_content=buffer80c33&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://mitsmr.com/1hY6lCu
[2] https://t.co/CKJr32wH6u?utm_content=SoAmpli&utm_medium=Social&utm_source=Twitter&utm_campaign=CurtinNikki
[1] https://twitter.com/i/web/status/928629060183429121
[1] http://sloanreview.mit.edu/article/dont-get-caught-in-the-middle/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[1] https://twitter.com/i/web/status/928487397079289857
[1] https://twitter.com/i/web/status/929484011818356736

Top Domains
Top Domains in Tweet in Entire Graph:
[1142] twitter.com
[169] youtube.com
[154] salesforce.com
[154] linkedin.com
[136] forbes.com
[80] jobsforrobots.com
[79] mckinsey.com
[66] faveeo.com
[50] inc.com
[44] paper.li

Top Domains in Tweet in G1:
[137] salesforce.com
[92] twitter.com
[49] mckinsey.com
[17] wittysparks.com
[16] grazitti.com
[15] weforum.org
[8] ipfconline.fr
[5] ideal.com
[3] medium.com
[3] bcg.com

Top Domains in Tweet in G2:
[95] linkedin.com
[78] jobsforrobots.com
[7] twitter.com
[4] techwireasia.com
[2] cbc.ca
[2] youtube.com
[1] techcrunch.com
[1] noexcuseshr.com
[1] forbes.com

Top Domains in Tweet in G3:
[223] twitter.com
[21] com.ng
[16] linkedin.com
[9] smh.re
[8] youtube.com
[8] forbes.com
[6] salesforce.com
[6] medium.com
[6] paper.li
[4] co.uk

Top Domains in Tweet in G4:
[142] twitter.com
[20] forbes.com
[12] youtube.com
[11] linkedin.com
[10] paper.li
[9] wordpress.com
[8] hbr.org
[7] qz.com
[7] yale.edu
[7] actualizeconsulting.com

Top Domains in Tweet in G5:
[115] twitter.com
[76] forbes.com
[59] faveeo.com
[11] talenteconomy.io
[9] marginalia.online
[8] com.au
[8] economist.com
[8] unleashgroup.io
[7] hrtechcon.com
[7] cmun.it

Top Domains in Tweet in G6:
[110] youtube.com
[14] cultureamp.com
[7] qz.com
[2] twitter.com
[1] linkedin.com

Top Domains in Tweet in G7:
[25] twitter.com
[21] ibm.com
[14] mercer.com
[5] nodrivr.com
[5] wedrone247.com
[3] pscp.tv
[2] okt.to
[2] paper.li
[2] nytimes.com
[2] blog.google

Top Domains in Tweet in G8:
[34] twitter.com
[8] forbes.com
[8] okt.to
[7] people-first.com
[5] linkedin.com
[4] therecruitmentnetworkclub.com
[2] co.uk
[2] buff.ly
[2] kununu.com
[2] theglobalrecruiter.com

Top Domains in Tweet in G9:
[21] twitter.com
[5] co.uk
[5] salesforce.com
[4] spendmatters.com
[3] uk.com
[2] upenn.edu
[2] okt.to
[1] weforum.org
[1] gocatalant.com
[1] youtube.com

Top Domains in Tweet in G10:
[32] mit.edu
[12] technologyreview.com
[10] twitter.com
[2] mitsmr.com
[2] t.co
[1] grazitti.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4444] futureofwork
[1443] ai
[812] automation
[793] jobs
[637] robots
[440] technology
[429] robotics
[414] iot
[353] bigdata
[342] jobsforrobots



Top Hashtags in Tweet in G1:
[907] futureofwork
[596] ai
[407] automation
[294] technology
[254] iot
[225] jobs
[220] robots
[185] robotics
[180] bigdata
[150] cx

Top Hashtags in Tweet in G2:
[496] futureofwork
[415] jobs
[333] jobsforrobots
[311] robots
[236] automation
[152] ai
[132] robotics
[122] workforce
[93] kiosks
[93] kioskification

Top Hashtags in Tweet in G3:
[294] futureofwork
[46] ai
[24] technology
[23] tech
[19] womenintech
[18] remotework
[17] hr
[12] automation
[11] innovation
[10] robots

Top Hashtags in Tweet in G4:
[571] futureofwork
[126] ai
[45] automation
[41] bigdata
[33] robotics
[32] iot
[28] jobs
[26] hr
[24] datascience
[23] tech

Top Hashtags in Tweet in G5:
[497] futureofwork
[172] ai
[99] hr
[91] hrtech
[64] jobs
[60] industry40
[51] digitalhr
[31] digital
[29] iot
[29] automation

Top Hashtags in Tweet in G6:
[150] futureofwork
[110] apec2017
[21] hr
[14] ott
[14] futureoftv
[6] askyouremployees
[4] culturefirst
[4] millennials
[3] happyemployees
[2] datascience

Top Hashtags in Tweet in G7:
[112] futureofwork
[62] ai
[27] bigdata
[26] jobs
[25] technology
[19] datascience
[18] ibmimpactgrants
[18] newcollarjobs
[17] industry40
[16] leonardolive

Top Hashtags in Tweet in G8:
[108] futureofwork
[26] hr
[26] success
[25] recruitment
[13] careers
[10] ai
[9] yourvoice
[8] talentacquisition
[8] leadfromtheheart
[5] humanresources

Top Hashtags in Tweet in G9:
[76] futureofwork
[38] ai
[17] iot
[17] disruption
[14] robots
[14] automation
[12] robotics
[10] digital
[10] ia
[10] dl

Top Hashtags in Tweet in G10:
[97] futureofwork
[54] ai
[32] hr
[20] ux
[19] technology
[18] automation
[18] iot
[17] bigdata
[17] ml
[17] datascience

Top Words
Top Words in Tweet in Entire Graph:
[3141] Words in Sentiment List#1: Positive
[1060] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[80300] Non-categorized Words
[84501] Total Words
[4450] futureofwork
[1552] ai
[1164] jobs
[899] automation
[695] robots

Top Words in Tweet in G1:
[907] futureofwork
[597] ai
[407] automation
[375] jobs
[307] technology
[279] mikequindazzi
[254] iot
[228] v
[221] robots
[185] robotics

Top Words in Tweet in G2:
[496] futureofwork
[463] prestigeecon
[415] jobs
[333] jobsforrobots
[329] article
[311] robots
[236] automation
[162] check
[162] out
[156] linkedin

Top Words in Tweet in G3:
[297] futureofwork
[58] work
[55] ai
[37] future
[32] technology
[26] tech
[24] new
[24] hr
[22] more
[21] intelligence

Top Words in Tweet in G4:
[571] futureofwork
[133] ai
[56] automation
[50] work
[50] future
[48] jobs
[41] bigdata
[37] s
[35] hr
[34] robots

Top Words in Tweet in G5:
[497] futureofwork
[240] ai
[126] jobs
[104] hr
[92] hrtech
[83] forbes
[82] automation
[78] future
[60] industry40
[55] work

Top Words in Tweet in G6:
[150] futureofwork
[117] pwc
[112] disruptive
[112] technologies
[110] reshaping
[110] find
[110] out
[110] more
[110] apec2017
[110] video

Top Words in Tweet in G7:
[112] futureofwork
[64] ai
[29] jobs
[27] bigdata
[27] tamaramccleary
[25] technology
[23] w
[20] t
[20] rockstar
[20] amcafee

Top Words in Tweet in G8:
[108] futureofwork
[26] hr
[26] success
[25] recruitment
[17] top
[16] up
[15] new
[15] meetandengage
[14] company
[13] careers

Top Words in Tweet in G9:
[76] futureofwork
[38] ai
[21] future
[18] disruption
[17] iot
[14] robots
[14] automation
[14] jobs
[12] frronconi
[12] robotics

Top Words in Tweet in G10:
[97] futureofwork
[56] ai
[36] innovation
[35] work
[35] mitsmr
[32] hr
[31] dandelion
[31] principle
[31] redesigning
[31] economy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[230] ai,futureofwork
[199] ai,automation
[192] futureofwork,technology
[191] check,out
[175] technology,jobs
[169] futureofwork,jobs
[168] jobs,augmented
[166] augmented,intelligence
[163] 5,ways
[160] linkedin,article

Top Word Pairs in Tweet in G1:
[152] futureofwork,technology
[147] technology,jobs
[146] jobs,augmented
[146] augmented,intelligence
[142] 5,ways
[137] intelligence,v
[137] v,salesforceapac
[134] salesforceapac,ai
[124] futureofwork,pwc
[122] robots,iot

Top Word Pairs in Tweet in G2:
[162] check,out
[156] prestigeecon,check
[155] linkedin,article
[149] book,jobsforrobots
[139] prestigeecon,read
[129] futureofwork,robots
[122] jobs,workforce
[104] futureofwork,jobs
[96] robots,jobs
[93] see,article

Top Word Pairs in Tweet in G3:
[18] futureofwork,womenintech
[16] womenintech,remotework
[14] remotework,tech
[10] futureofwork,technology
[10] ai,futureofwork
[10] future,work
[10] salvation,story
[10] influence,futureofwork
[9] technology,jobs
[9] jobs,augmented

Top Word Pairs in Tweet in G4:
[23] automation,futureofwork
[22] ai,automation
[18] work,life
[17] ai,futureofwork
[15] 2nd,edition
[15] edition,futurelearning
[15] futurelearning,conclave
[14] jobs,win
[14] win,lose
[14] lose,ai

Top Word Pairs in Tweet in G5:
[70] ai,futureofwork
[53] futureofwork,industry40
[51] forbes,ai
[49] ai,automation
[47] need,know
[47] futureofwork,jobs
[46] jobs,ai
[46] automation,need
[46] know,forbes
[31] digitalhr,futureofwork

Top Word Pairs in Tweet in G6:
[112] disruptive,technologies
[110] technologies,reshaping
[110] reshaping,futureofwork
[110] futureofwork,find
[110] find,out
[110] out,more
[110] more,apec2017
[110] apec2017,video
[109] pwc,disruptive
[15] hr,futureofwork

Top Word Pairs in Tweet in G7:
[24] ai,futureofwork
[20] rockstar,amcafee
[20] amcafee,talking
[20] talking,ai
[18] interview,rockstar
[16] futureofwork,leonardolive
[14] 65,today
[14] today,s
[14] s,preschoolers
[14] preschoolers,jobs

Top Word Pairs in Tweet in G8:
[13] futureofwork,hr
[12] hr,success
[12] global,influencers
[10] 50,global
[10] influencers,futureofwork
[10] futureofwork,atos
[10] atos,delighted
[10] delighted,included
[10] included,awesome
[10] awesome,company

Top Word Pairs in Tweet in G9:
[12] disruption,futureofwork
[8] robots,iot
[8] iot,automation
[8] ai,futureofwork
[8] futureofwork,open
[8] open,jobs
[8] jobs,disruptive
[8] disruptive,companies
[8] companies,gives
[8] gives,glimpse

Top Word Pairs in Tweet in G10:
[31] dandelion,principle
[31] principle,redesigning
[31] redesigning,work
[31] work,innovation
[31] innovation,economy
[31] hr,futureofwork
[30] economy,hr
[26] mitsmr,dandelion
[10] techreview,machinelearning
[9] machinelearning,futureofwork

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@prestigeecon
@mikequindazzi
@linkedin
@salesforceapac
@pierrepinna
@pwc
@themisterfavor
@bls_gov
@forbes
@ipfconline1

Top Mentioned in G1:
@mikequindazzi
@salesforceapac
@pierrepinna
@bls_gov
@themisterfavor
@ipfconline1
@guzmand
@jacburns_comext
@wef
@helene_wpli

Top Mentioned in G2:
@prestigeecon
@linkedin
@p3pub
@cbcnews
@cbc
@futuristinst
@expatgenius
@tomsiebel
@c3iot
@tph_co

Top Mentioned in G3:
@k_magnate
@atlasworktoken
@ftsummitg
@mature5man
@wigotrips
@ceo_branding
@vegan4animal
@trainpair

Top Mentioned in G4:
@jacobm
@akwyz
@atos_iux
@richmironov
@wattsnexthr
@jorgetrrhh
@mariannehewlett
@4orgexcellence
@forbes
@kerrywekelo

Top Mentioned in G5:
@forbes
@tiffani_bova
@larryboyer
@hrcurator
@cts_talent
@dhinchcliffe
@hrtechcon
@wonolo
@venturebeat
@josh_bersin

Top Mentioned in G6:
@pwc
@robaksman
@cultureamp
@qz
@spotify
@david_green_uk
@info_data_mgmt
@prof_ieuanellis
@retroreport

Top Mentioned in G7:
@tamaramccleary
@mit
@ibm
@amcafee
@dotcomlandlords
@dianemelley
@ginnirometty
@benioff
@petioteric
@google

Top Mentioned in G8:
@meetandengage
@jeremyscrivens
@atos
@markccrowley
@unifyco
@employfy
@peoplefirstopp
@yorktelcorp
@atosworkplace
@mschul1986

Top Mentioned in G9:
@frronconi
@phhsl
@andrewkarpie
@gocatalant
@mooclead
@hubfranceia
@ocado
@jblefevre60
@nathealings
@techwithsanket

Top Mentioned in G10:
@mitsmr
@lianabell8
@techreview
@nadia__rafiq
@tiffani_bova
@appwebtech
@evankirstel
@nbombourg
@maynard
@forbes

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@filafresh
@jurylady5
@mitch_john573
@roomeezon
@toyota_venza
@tech_sharer
@startuprealtime
@sectest9
@nuvolarossa18

Top Tweeters in G1:
@arkangelscrap
@jurylady5
@toyota_venza
@sectest9
@nuvolarossa18
@evankirstel
@amandahale_iot
@itknowingness
@norwind
@fintechna

Top Tweeters in G2:
@startuprealtime
@cbcnews
@cbc
@nikki_tolich
@juergunger
@prestaclubnet
@fullofthoughts4
@linkedin
@droneresources
@abdullatifbhat

Top Tweeters in G3:
@yahyaalireal
@knowyourvideo
@andysugs
@fantasticradioo
@simonlporter
@nishant_shastry
@heutefeminismus
@ebizzgermany
@gifsfun_
@mgieselmann

Top Tweeters in G4:
@mitch_john573
@smartcityfeed
@valaafshar
@biconnections
@noteworthywifey
@boywonderelroy
@datachick
@akwyz
@stressfreekids
@homeaiinfo

Top Tweeters in G5:
@businessinsider
@zippylab
@octavianotatau
@nytimes
@data_nerd
@adriennedewolfe
@dj_shaily
@trendinaliaie
@washingtonpost
@rwang0

Top Tweeters in G6:
@zimei_no_ri
@josefer38693523
@travelman0007
@thanakorntao
@ironkong
@yazdjbilimoria
@amuraovonn
@hanneshanath
@qz
@henrymp_

Top Tweeters in G7:
@filafresh
@innova_scape
@bostonglobe
@sistemabigdata
@nocomp
@gvalan
@tmmmarshall
@sleimanskaf
@tamaramccleary
@silvioporcellan

Top Tweeters in G8:
@debraruh
@karlfischer_biz
@mccassaro
@jeremyscrivens
@nerdlogic0_o
@nlp_stories
@markccrowley
@business_progr
@zbswanepoel
@davidgonyo

Top Tweeters in G9:
@thomasclone
@3dprintmonkey
@technowornever
@ocado
@nathealings
@disruptivedigit
@vanalich
@todoenpcve
@digitalayrshire
@angelicabedoy16

Top Tweeters in G10:
@roomeezon
@revolution_fr
@alevergara78
@7wdata
@arichduvet
@machinelearnbot
@mpalmer3270
@jochen_mn
@mowenranger
@uxdreport