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futureofwork _2019-12-03_19-25-05.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2019
Description:
Description
The graph represents a network of 3,280 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, 04 December 2019 at 03:26 UTC.

The requested start date was Monday, 02 December 2019 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 2-day, 9-hour, 9-minute period from Friday, 29 November 2019 at 15:50 UTC to Monday, 02 December 2019 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 : 3280
Unique Edges : 6726
Edges With Duplicates : 3571
Total Edges : 10297
Number of Edge Types : 3
Mentions : 9220
Tweet : 1022
Replies to : 55
Self-Loops : 1022
Reciprocated Vertex Pair Ratio : 0.0189970666294175
Reciprocated Edge Ratio : 0.0372858122001371
Connected Components : 437
Single-Vertex Connected Components : 220
Maximum Vertices in a Connected Component : 2305
Maximum Edges in a Connected Component : 9066
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.981175
Graph Density : 0.000678281599833382
Modularity : 0.491737
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,280 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, 04 December 2019 at 03:26 UTC.

The requested start date was Monday, 02 December 2019 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 2-day, 9-hour, 9-minute period from Friday, 29 November 2019 at 15:50 UTC to Monday, 02 December 2019 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : futureofwork
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] http://www.futuristspeaker.com/
[30] https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/#504dee4f3deb
[26] https://fortune.com/2019/11/19/artificial-intelligence-will-obliterate-these-jobs-by-2030/
[21] https://www.cnbc.com/2019/11/27/high-paid-well-educated-white-collar-jobs-heavily-affected-by-ai-new-report.html
[19] https://vimeo.com/366245997?utm_content=buffera39fd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[18] http://out.faveeo.com/?url=https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/&vertical=future-of-work&lang=en&family=en
[17] https://www.techrepublic.com/article/the-top-technologies-that-enabled-digital-transformation-this-decade/
[16] https://techcrunch.com/2019/11/28/will-the-future-of-work-be-ethical-founder-perspectives/
[14] https://www.cio.com/article/3251165/taking-machine-learning-to-new-heights-using-docker-containers.html
[13] https://medium.com/@erikpmvermeulen/how-to-survive-the-strange-new-world-of-artificial-intelligence-61105228570d

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190880
[12] https://www.cio.com/article/3251165/taking-machine-learning-to-new-heights-using-docker-containers.html
[12] https://www.linkedin.com/pulse/lost-art-thank-you-steve-diedrick/
[11] https://www.techrepublic.com/article/the-top-technologies-that-enabled-digital-transformation-this-decade/
[10] https://www.computerworld.com/article/3482398/a-blockchainiot-combo-could-reduce-food-fraud-by-131b-in-five-years.html
[10] https://twitter.com/Social_Molly
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208019
[8] https://www.ericsson.com/en/mobility-report/reports/november-2019
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217502
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217416

Top URLs in Tweet in G2:
[17] https://vimeo.com/366245997?utm_content=buffera39fd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] http://digital-leadership-associates.passle.net/post/102fubl/smart-hirers-use-social-media-and-empowered-employees
[9] https://www.enterpriseirregulars.com/132080/the-biggest-insights-and-trends-in-digital-transformation-for-2019/
[9] https://www.dlaignite.com/is-understanding-social-media-as-fundamental-as-the-3-rs/
[7] https://www.independent.co.uk/independentpremium/artificial-intelligence-justgiving-spotify-machine-learning-business-data-a9222191.html
[7] https://nypost.com/2019/11/30/amazon-warehouses-are-cult-like-sweatshops-run-by-robots-ex-employee/
[7] http://www.dlaignite.com/the-answer-is-digital-now-what-is-the-question
[6] https://www.cbinsights.com/research/report/game-changing-startups-2019/
[6] https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/#504dee4f3deb
[4] https://www.visualcapitalist.com/debunking-8-myths-ai-workplace/

Top URLs in Tweet in G3:
[19] https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/#504dee4f3deb
[14] https://www.cnbc.com/2019/11/27/high-paid-well-educated-white-collar-jobs-heavily-affected-by-ai-new-report.html
[7] https://constructech.com/ethics-and-responsibility/
[7] https://constructech.com/dupont-and-habitat-for-humanity/
[7] https://medium.com/@erikpmvermeulen/how-to-survive-the-strange-new-world-of-artificial-intelligence-61105228570d
[6] https://constructech.com/apple-steps-up-for-california/
[5] https://www.zenesys.com/infographics/artificial-intelligence-the-next-technological-revolution
[4] https://www.forbes.com/sites/forbescoachescouncil/2017/11/03/jobs-ai-and-automation-what-you-need-to-know/#488092e3cb5c
[3] https://constructech.com/visual-power-through-integration/
[3] https://constructech.com/its-getting-windy/

Top URLs in Tweet in G4:
[12] https://sloanreview.mit.edu/article/employee-emotions-arent-noise-theyre-data/
[10] https://us17.campaign-archive.com/?u=347cae5a755118b839358a1a5&id=39d990438b
[10] https://www.hrtechnologynews.com/leadership/profiles/top-hr-influencers-to-follow-in-2020/193188
[10] https://talentculture.com/worktrends-the-importance-of-second-chances/
[7] https://www.citrix.com/blogs/2019/11/13/deliver-a-great-workplace-experience-by-changing-your-perspective/?utm_source=twitter-ctx&utm_medium=socialmedia-paid&utm_campaign=citrixcircle&utm_content=meghanbiro
[6] https://www.wired.com/story/microtasks-future-of-white-collar-work/
[6] https://talentculture.com/worktrends-ageism-and-its-impact-on-modern-worker/
[6] https://talentculture.com/worktrends-how-to-make-your-organization-accessible-for-everyone/
[6] https://talentculture.com/6-employee-wellness-trends-for-2020/
[6] https://www.recruitingbrief.com/frs/11892232/overcoming-3-candidate-journey-challenges

Top URLs in Tweet in G5:
[4] -
[3] https://twinybots.ch/
[3] http://www.mediabistro.com/
[2] https://techcrunch.com/2019/11/28/will-the-future-of-work-be-ethical-future-leader-perspectives/
[2] https://www.peoplematters.in/article/futureofwork/transformational-change-and-the-future-of-hr-ihrp-and-cipd-think-tank-23864?utm_campaign=MSI%20Social&utm_content=106349925&utm_medium=social&utm_source=twitter&hss_channel=tw-22268409
[2] https://bizedge.co.nz/story/gartner-top-digital-experience-trends-for-2020?utm_campaign=Curated
[2] Content
[2] 5
[2] PM&utm_content=106986416&utm_medium=social&utm_source=twitter&hss_channel=tw-436268644
[2] https://www.linkedin.com/pulse/future-work-employee-perspective-priya-bagga/?utm_sq=g5phfgfo5q&utm_source=Twitter&utm_medium=social&utm_campaign=cloud-scale&utm_content=FutureofWork

Top URLs in Tweet in G6:
[10] https://techcrunch.com/2019/11/28/will-the-future-of-work-be-ethical-founder-perspectives/
[5] https://youtu.be/7oMywz7MWMM
[4] https://techcrunch.com/2019/11/28/will-the-future-of-work-be-ethical/
[3] https://techcrunch.com/2019/11/28/will-the-future-of-work-be-ethical-future-leader-perspectives/?fbclid=IwAR1RySkrWBUpMheVh8-MmalM_XidMHVoCPu6sxci5Mp_oEeqX2WRr2eHSZU
[2] http://ow.ly/bnH230oT6Ob
[2] https://www.peoplematters.in/article/futureofwork/transformational-change-and-the-future-of-hr-ihrp-and-cipd-think-tank-23864?utm_campaign=MSI
[2] Social&utm_content=106349925&utm_medium=social&utm_source=twitter&hss_channel=tw-22268409
[2] https://www.cnn.com/2019/11/27/tech/go-master-google-intl-hnk-scli/index.html
[1] https://twitter.com/i/web/status/1200453512121004032
[1] http://ow.ly/SF1q30oT6P4

Top URLs in Tweet in G7:
[32] http://www.futuristspeaker.com/
[11] http://out.faveeo.com/?url=https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/&vertical=future-of-work&lang=en&family=en
[4] http://out.faveeo.com/?url=https://www.forbes.com/sites/gilpress/2019/11/22/top-artificial-intelligence-ai-predictions-for-2020-from-idc-and-forrester/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://onalytica.com/blog/posts/digital-transformation-2018-top-100-influencers-brands-publications/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=http://blog.hubspot.com/marketing/productive-weekend-ideas%23sm.0000b41awd7qmcopykz22sregyzje&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://phys.org/news/2019-05-artificial-intelligence-future-inequality.html&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://thenextweb.com/podium/2019/11/10/weve-got-to-regulate-the-application-of-ai-not-the-tech-itself/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.datasciencecentral.com/profiles/blogs/what-is-ai-artificial-intelligence-for-beginners&vertical=future-of-work&lang=en&family=en
[1] http://out.faveeo.com/?url=https://sponsored.bloomberg.com/news/sponsors/axa-investment-managers/whats-driving-asias-digital-evolution/%3Fadv%3D19141%26prx_t%3DR3QFAlow-AUt8PA%26cmpid%3Dsocialflow-twitter-business&vertical=future-of-work&lang=en&family=en
[1] http://out.faveeo.com/?url=https://www.iot-now.com/maximise-iot-big-data-revenue-opportunity/&vertical=future-of-work&lang=en&family=en

Top URLs in Tweet in G8:
[6] https://sloanreview.mit.edu/article/leadership-mindsets-for-the-new-economy/
[6] https://hbr.org/2019/09/coaching-for-change
[6] https://www.trippbraden.com/2015/02/20/how-recruiting-builds-teams/
[4] https://www.marketleadership.net/key-skills-for-data-scientists/
[4] https://sloanreview.mit.edu/article/nondisruptive-creation-rethinking-innovation-and-growth/
[4] https://www.nytimes.com/2019/10/07/opinion/ai-research-funding.html
[3] https://www.inc.com/gene-hammett/5-reasons-why-employee-development-programs-will-help-your-company-grow.html?icid=readmoretext_ab
[2] https://www.wired.com/story/microtasks-future-of-white-collar-work/
[2] https://sloanreview.mit.edu/article/why-large-companies-struggle-with-lean/
[2] https://www.inc.com/geoffrey-james/fact-introverts-are-better-leaders-than-extroverts.html

Top URLs in Tweet in G9:
[7] https://www.feps-europe.eu/attachments/publications/platformisation%20of%20work%20report%20-%20highlights.pdf
[4] http://www.ilo.org/actrav/info/international-journal-labour-research/WCMS_731147/lang--en/index.htm?shared_from=shr-tls
[3] https://twitter.com/ADAPT_EOSH/status/1200356993803915264
[2] https://www.ft.com/content/d7dbbe0c-d30e-11e9-8d46-8def889b4137
[1] http://www.businessanddisability.org/news/6th-annual-meeting-of-the-gbdn-21st-and-22nd-november-2019/
[1] http://out.faveeo.com/?url=https://phys.org/news/2019-05-artificial-intelligence-future-inequality.html&vertical=future-of-work&lang=en&family=en
[1] https://talentculture.com/category/workplace-culture-and-innovation/
[1] http://out.faveeo.com/?url=https://www.forbes.com/sites/cognitiveworld/2019/11/27/the-artificial-intelligence-industry-and-global-challenges/&vertical=future-of-work&lang=en&family=en
[1] https://medium.com/blockchain-and-the-distributed-workforce/crafting-sustainable-work-ecosystems-343d24d52c4f?_branch_match_id=link-729641583041644674
[1] https://twitter.com/i/web/status/1200417130098896901

Top URLs in Tweet in G10:
[1] http://www.oecd.org/tokyo/newsroom/countries-should-strengthen-pension-systems-to-adapt-to-changing-world-of-work-japanese-version.htm
[1] http://www.oecd.org/tokyo/newsroom/training-for-staff-in-early-childhood-education-and-care-must-promote-practices-that-foster-childrens-learning-development-and-well-being-japanese-version.htm
[1] https://worldskills.org/what/projects/youth-voice/
[1] https://www.oecd.org/employment/revamp-collective-bargaining-to-prevent-rising-labour-market-inequalities-in-rapidly-changing-world-of-work.htm
[1] https://www.rassegna.it/articoli/al-mondo-del-lavoro-che-cambia-serve-piu-contrattazione
[1] https://www.brookings.edu/research/what-jobs-are-affected-by-ai-better-paid-better-educated-workers-face-the-most-exposure/
[1] https://oe.cd/2Np
[1] http://www.oecd.org/pensions/countries-should-strengthen-pension-systems-to-adapt-to-changing-world-of-work.htm

Top Domains
Top Domains in Tweet in Entire Graph:
[679] twitter.com
[90] forbes.com
[89] linkedin.com
[76] faveeo.com
[70] talentculture.com
[49] constructech.com
[45] nodexlgraphgallery.org
[37] techcrunch.com
[36] mit.edu
[35] dy.si

Top Domains in Tweet in G1:
[99] twitter.com
[40] nodexlgraphgallery.org
[31] ampproject.org
[25] forbes.com
[25] linkedin.com
[18] hbr.org
[17] ow.ly
[15] cio.com
[12] inc.com
[12] faveeo.com

Top Domains in Tweet in G2:
[65] twitter.com
[31] passle.net
[20] vimeo.com
[18] dlaignite.com
[10] co.uk
[9] visualcapitalist.com
[9] enterpriseirregulars.com
[8] medium.com
[8] weforum.org
[8] constructech.com

Top Domains in Tweet in G3:
[35] constructech.com
[26] twitter.com
[25] forbes.com
[14] cnbc.com
[7] medium.com
[5] zenesys.com
[5] linkedin.com
[5] cron.link
[3] co.uk
[3] visualcapitalist.com

Top Domains in Tweet in G4:
[105] twitter.com
[60] talentculture.com
[13] forbes.com
[13] citrix.com
[12] mit.edu
[10] corporate-rebels.com
[10] campaign-archive.com
[10] hrtechnologynews.com
[8] linkedin.com
[7] mercer.com

Top Domains in Tweet in G5:
[116] twitter.com
[16] linkedin.com
[8] paper.li
[7] careerarc.com
[4] techcrunch.com
[4] postbulletin.com
[4] entrepreneur.com
[3] twinybots.ch
[3] peoplematters.in
[3] co.uk

Top Domains in Tweet in G6:
[17] techcrunch.com
[5] ow.ly
[5] youtu.be
[4] twitter.com
[2] peoplematters.in
[2] cnn.com
[1] goo.gl
[1] medium.com
[1] disruptionhub.com

Top Domains in Tweet in G7:
[53] faveeo.com
[39] twitter.com
[32] futuristspeaker.com
[2] impactlab.net
[1] securityboulevard.com
[1] brookings.edu
[1] deloitteconference.com
[1] thefutureorganization.com
[1] libsyn.com
[1] youtu.be

Top Domains in Tweet in G8:
[19] dy.si
[19] twitter.com
[12] mit.edu
[9] inc.com
[7] voicestorm.com
[6] marketleadership.net
[6] hbr.org
[6] trippbraden.com
[4] nytimes.com
[2] wired.com

Top Domains in Tweet in G9:
[8] twitter.com
[7] feps-europe.eu
[4] ilo.org
[3] faveeo.com
[2] ft.com
[1] businessanddisability.org
[1] talentculture.com
[1] medium.com

Top Domains in Tweet in G10:
[4] oecd.org
[1] worldskills.org
[1] rassegna.it
[1] brookings.edu
[1] oe.cd

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2831] futureofwork
[1776] ai
[851] iot
[638] robotics
[548] automation
[537] digitaltransformation
[404] tech
[366] artificialintelligence
[355] iiot
[271] machinelearning



Top Hashtags in Tweet in G1:
[774] futureofwork
[629] ai
[276] robotics
[264] digitaltransformation
[252] iot
[209] automation
[177] tech
[138] artificialintelligence
[119] iiot
[91] ml

Top Hashtags in Tweet in G2:
[596] ai
[356] futureofwork
[277] iot
[201] robotics
[157] digitaltransformation
[142] iiot
[141] machinelearning
[131] startups
[128] automation
[126] 4ir

Top Hashtags in Tweet in G3:
[262] ai
[247] futureofwork
[224] iot
[119] robotics
[109] artificialintelligence
[102] automation
[83] bigdata
[83] tech
[80] iiot
[73] ar

Top Hashtags in Tweet in G4:
[300] futureofwork
[94] hr
[90] worktrends
[22] ai
[20] hrtech
[20] diversity
[19] automation
[19] peopleanalytics
[18] productivity
[17] employeeexperience

Top Hashtags in Tweet in G5:
[181] futureofwork
[28] hr
[25] jobsoffuture
[18] ai
[11] tech
[11] ar
[11] iot
[11] jobs
[10] vr
[10] leadership

Top Hashtags in Tweet in G6:
[31] futureofwork
[13] iot
[12] ai
[11] robotics
[11] tech
[7] automation
[7] longread
[5] iiot
[5] rpa
[4] ml

Top Hashtags in Tweet in G7:
[120] futureofwork
[49] industry40
[45] automation
[27] keynotespeaker
[23] futuretrends
[20] futurejobs
[18] 4ir
[8] ai
[4] leaders
[4] subtheme

Top Hashtags in Tweet in G8:
[115] futureofwork
[32] leadership
[25] ai
[19] innovation
[14] entrepreneurs
[13] hr
[13] growth
[12] familybusiness
[10] artificialintelligence
[9] technology

Top Hashtags in Tweet in G9:
[43] futureofwork
[22] gtl2019
[7] crowdwork
[4] ohs
[3] industry40
[2] disability
[2] gbdn2019
[2] automation
[2] jobpolarisation
[2] gigeconomy

Top Hashtags in Tweet in G10:
[22] futureofwork
[2] pensions
[2] pensionsystems
[1] oecdpisa
[1] ai
[1] employment
[1] olderworkers

Top Words
Top Words in Tweet in Entire Graph:
[3660] Words in Sentiment List#1: Positive
[863] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[97791] Non-categorized Words
[102316] Total Words
[4068] gt
[2829] #futureofwork
[1775] #ai
[1241] mikequindazzi
[851] #iot

Top Words in Tweet in G1:
[915] gt
[772] #futureofwork
[629] #ai
[305] mikequindazzi
[276] #robotics
[264] #digitaltransformation
[252] #iot
[209] #automation
[191] #tech
[153] mvollmer1

Top Words in Tweet in G2:
[2903] gt
[840] mikequindazzi
[596] #ai
[356] #futureofwork
[277] #iot
[216] wef
[201] #robotics
[164] world
[157] #digitaltransformation
[142] #iiot

Top Words in Tweet in G3:
[262] #ai
[247] #futureofwork
[224] #iot
[179] haroldsinnott
[150] world
[147] gt
[119] #robotics
[109] #artificialintelligence
[102] #automation
[90] change

Top Words in Tweet in G4:
[300] #futureofwork
[117] work
[106] citrix
[94] #hr
[92] changing
[90] organizations
[90] #worktrends
[89] way
[88] evolving
[83] talk

Top Words in Tweet in G5:
[181] #futureofwork
[64] future
[45] work
[28] #hr
[25] #jobsoffuture
[21] more
[21] jobs
[18] business
[18] gt
[17] #ai

Top Words in Tweet in G6:
[41] angelicagallegs
[41] yukarikingdom18
[41] mhall55nine
[41] eoff_sylvia
[41] montynishimura
[41] bperrionni
[41] semicvet50
[41] brindusab1
[41] ritacobix
[38] arnabch01

Top Words in Tweet in G7:
[120] #futureofwork
[49] #industry40
[45] #automation
[27] #keynotespeaker
[23] #futuretrends
[21] artificial
[21] intelligence
[20] #futurejobs
[18] industrial
[18] futureof_work

Top Words in Tweet in G8:
[115] #futureofwork
[34] trippbraden
[32] #leadership
[25] #ai
[20] employees
[20] business
[19] ume_kyd
[19] #innovation
[15] work
[15] change

Top Words in Tweet in G9:
[43] #futureofwork
[22] #gtl2019
[17] adaptland
[12] feps_europe
[11] ilo
[8] work
[8] together
[7] future
[7] participants
[7] survey

Top Words in Tweet in G10:
[22] #futureofwork
[22] oecd
[15] better
[13] 日本
[13] one
[13] thing
[13] prepare
[13] students
[13] vote
[13] response

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2663] gt,gt
[591] mikequindazzi,gt
[252] #iot,#iiot
[223] change,world
[205] #futureofwork,#ai
[185] gt,#ai
[153] gt,#robotics
[152] world,construction
[152] top,100
[150] #ar,#vr

Top Word Pairs in Tweet in G1:
[594] gt,gt
[136] mikequindazzi,gt
[79] #enterprise,#tech
[71] #leadership,#futureofwork
[66] #digitaltransformation,#leadership
[64] #artificialintelligence,#ai
[62] #futureofwork,#ai
[62] #iot,#iiot
[59] #iiot,#ai
[58] #robotics,#iot

Top Word Pairs in Tweet in G2:
[1921] gt,gt
[412] mikequindazzi,gt
[129] gt,#ai
[126] #iot,#iiot
[119] dhinchcliffe,wef
[118] projected,economic
[118] economic,value
[118] value,#digitaltransformation
[118] #digitaltransformation,top
[118] top,100

Top Word Pairs in Tweet in G3:
[87] gt,gt
[85] change,world
[85] world,construction
[61] #ai,#bigdata
[59] #ml,#automation
[59] way,control
[59] control,#augmentedreality
[59] #augmentedreality,world
[59] world,#ar
[59] #ar,#vr

Top Word Pairs in Tweet in G4:
[87] way,work
[83] talk,lot
[83] lot,#futureofwork
[83] #futureofwork,good
[83] good,reason
[83] reason,way
[83] work,changing
[83] changing,organizations
[83] organizations,evolving
[82] citrix,talk

Top Word Pairs in Tweet in G5:
[25] #jobsoffuture,#futureofwork
[20] future,work
[11] gt,gt
[11] #futureofwork,#hr
[10] #ar,#vr
[8] way,control
[8] #augmentedreality,world
[8] world,#ar
[8] #vr,#mr
[8] #mr,#tech

Top Word Pairs in Tweet in G6:
[41] angelicagallegs,yukarikingdom18
[41] yukarikingdom18,mhall55nine
[41] mhall55nine,eoff_sylvia
[41] eoff_sylvia,montynishimura
[41] montynishimura,bperrionni
[41] bperrionni,semicvet50
[41] semicvet50,brindusab1
[41] brindusab1,ritacobix
[38] arnabch01,angelicagallegs
[11] read,#futureofwork

Top Word Pairs in Tweet in G7:
[49] #futureofwork,#industry40
[43] #industry40,#automation
[23] #keynotespeaker,#futuretrends
[21] artificial,intelligence
[21] #futuretrends,#futureofwork
[20] #futureofwork,#futurejobs
[17] fourth,industrial
[17] industrial,revolution
[16] program,workplan
[16] workplan,#futureofwork

Top Word Pairs in Tweet in G8:
[10] #entrepreneurs,#familybusiness
[8] #familybusiness,#futureofwork
[8] award,#regtech
[8] #regtech,ume_kyd
[7] #fund,#distributors
[6] #futureofwork,#leadership
[6] leaders,business
[6] business,world
[6] world,faced
[6] faced,responsibility

Top Word Pairs in Tweet in G9:
[15] #futureofwork,adaptland
[10] #gtl2019,#futureofwork
[8] #futureofwork,together
[7] future,work
[7] participants,#gtl2019
[7] adaptland,survey
[7] survey,#crowdwork
[7] #crowdwork,co
[7] co,jgnhytcgls
[6] feps_europe,participants

Top Word Pairs in Tweet in G10:
[13] one,thing
[13] thing,better
[13] better,prepare
[13] prepare,students
[13] students,#futureofwork
[13] #futureofwork,vote
[13] vote,response
[13] response,stay
[13] stay,tuned
[12] oecd,one

Top Replied-To
Top Replied-To in Entire Graph:
@exchangeseva
@angelicagallegs
@oecd
@postoff25
@iol
@chboursin
@vp
@ihsmarkitfinser
@dahl_consult
@yianniseinstein

Top Replied-To in G1:
@postoff25
@yianniseinstein
@ihsmarkitfinser
@vp
@dahl_consult

Top Replied-To in G2:
@nitinramrap

Top Replied-To in G3:
@worldtrendsinfo
@chboursin
@aiglobal4
@mckinsey
@ipfconline1

Top Replied-To in G4:
@citrixworkspace

Top Replied-To in G6:
@angelicagallegs

Top Replied-To in G7:
@iol

Top Replied-To in G8:
@inc
@forbes

Top Replied-To in G10:
@oecd

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@wef
@haroldsinnott
@mvollmer1
@evankirstel
@dhinchcliffe
@mi
@ronald_vanloon
@citrix
@frronconi

Top Mentioned in G1:
@mikequindazzi
@mvollmer1
@wef
@haroldsinnott
@evankirstel
@frronconi
@enricomolinari
@nowthisnews
@nevillegaunt
@drjdrooghaag

Top Mentioned in G2:
@mikequindazzi
@wef
@dhinchcliffe
@mi
@haroldsinnott
@timothy_hughes
@ravikikan
@antgrasso
@fisher85m
@cbinsights

Top Mentioned in G3:
@haroldsinnott
@ronald_vanloon
@mikequindazzi
@techinsider
@wef
@kirkdborne
@constructechmag
@jblefevre60
@agoeskoes
@spirosmargaris

Top Mentioned in G4:
@citrix
@hrcurator
@akwyz
@david_green_uk
@meghanmbiro
@orgvue
@mercer
@eugenianaser
@faezafaeza32
@pat_milligan1

Top Mentioned in G5:
@everlearntweets
@creativesage
@cloud_scale
@jkennedy93
@techtweet24h
@creativexplorer
@chmascarin
@kahootz

Top Mentioned in G6:
@yukarikingdom18
@mhall55nine
@eoff_sylvia
@montynishimura
@bperrionni
@semicvet50
@brindusab1
@ritacobix
@arnabch01
@angelicagallegs

Top Mentioned in G7:
@futureof_work
@risenetworks
@thomasfrey
@evankirstel
@onlinehubng
@deloittehc
@isholabaryor
@jacobm
@futureofworkhub
@a

Top Mentioned in G8:
@trippbraden
@ume_kyd
@inc
@udacity
@ciodive
@mercer
@rachelloumiller
@meritosgroup
@sales_source
@biztechmagazine

Top Mentioned in G9:
@adaptland
@feps_europe
@ilo
@laszloandoreu
@adapt_bulletin
@federico_butera
@etui_org
@etuc_ces
@ituc

Top Mentioned in G10:
@oecd
@oecdtokyo
@brookingsinst
@aarppolicy
@age_platformeu
@ageukcampaigns
@rosaltmann
@populationeu
@ecthinktank
@strategie_gouv

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@arkangelscrap
@alllibertynews
@sectest9
@huskorkut
@resilient_ent
@united
@marionspekker
@nosqldigest
@edinburghwatch

Top Tweeters in G1:
@arkangelscrap
@alllibertynews
@deejayiwan
@evankirstel
@chidambara09
@lorimoreno
@abrahamzuniga1
@marialves53
@clairebotai
@davlucia

Top Tweeters in G2:
@sectest9
@independent
@startupnws
@itknowingness
@guardian
@santchiweb
@fintechna
@calcaware
@lelkan
@mashable

Top Tweeters in G3:
@alerttrade
@billnigh
@btzmedina
@business
@cftc10
@cybersec_feeds
@akwyz
@hackneywick
@gvalan
@themrblueprint

Top Tweeters in G4:
@zimei_no_ri
@kcs39194
@smita093
@gs_ali_sami_yen
@onang_pribadi
@nalvasouzavitor
@stfuimtweetn0_o
@meghanmbiro
@andytoronto
@femtech_

Top Tweeters in G5:
@andysugs
@freshsalis
@frelancewkguide
@futureworldcen
@creativesage
@zenzolusengo
@skydog811
@futeye
@kevin_craine
@aftunion

Top Tweeters in G6:
@huskorkut
@resilient_ent
@marionspekker
@monicasloves
@ejlazar
@nieuwemarlean
@mhall55nine
@marienassar_
@jilliemary
@mojobag4u

Top Tweeters in G7:
@nosqldigest
@alvinlindsay21
@tmobile
@iol
@pcdnetwork
@reutersbiz
@oldtimer1968
@analyticbridge
@jdsupra
@rucsb

Top Tweeters in G8:
@pelopez1
@bostonglobe
@v_shakthi
@trippbraden
@sharerussharing
@twilli2861
@inc
@martingaedt
@tonyrobinsonobe
@danitablackwood

Top Tweeters in G9:
@torillo59
@starcolombo
@stephanygj
@eu_commission
@michetiraboschi
@adigital_org
@francescoseghez
@guy
@adaptland
@rodriguezluz_

Top Tweeters in G10:
@myamadakg
@temarineko
@maelysdervenn
@fgoria
@ocilam
@brookingsinst
@tmaita77
@nipponishin
@strategie_gouv
@stephenmedlock