futureofwork , Twitter, 1/2/2019 2:11:45 PM, 180363


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futureofwork _2019-01-02_05-52-19.xlsx
futureofwork _2019-01-02_05-52-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 02, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2TnScrQ
@haroldsinnott
@mikequindazzi
@thefuturist007
@tamaramccleary
@fca_hq
@wef
@mynaedu
@technowornever
@kashthefuturist
@alvinfoo

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

Description:
Description
The graph represents a network of 2,824 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, 02 January 2019 at 13:53 UTC.

The requested start date was Tuesday, 01 January 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 1-day, 14-hour, 53-minute period from Sunday, 30 December 2018 at 10:06 UTC to Tuesday, 01 January 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 : 2824
Unique Edges : 5743
Edges With Duplicates : 3520
Total Edges : 9263
Number of Edge Types : 3
Mentions : 8169
Tweet : 1043
Replies to : 51
Self-Loops : 1043
Reciprocated Vertex Pair Ratio : 0.0173689289160502
Reciprocated Edge Ratio : 0.0341447992412267
Connected Components : 331
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 2188
Maximum Edges in a Connected Component : 8440
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.685678
Graph Density : 0.000793512216023979
Modularity : 0.426069
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[45] https://www.weforum.org/agenda/2016/11/this-map-shows-how-undersea-cables-move-internet-traffic-around-the-world/?utm_content=buffere6750&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[24] https://www.forbes.com/sites/bernardmarr/2018/12/03/5-important-artificial-intelligence-predictions-for-2019-everyone-should-read/
[20] http://okt.to/4WkP7N
[20] https://www.cnbc.com/2018/10/21/how-much-do-blockchain-engineers-make.html?__source=sharebar|twitter&par=sharebar
[19] https://www.forbes.com/sites/berlinschoolofcreativeleadership/2018/12/14/perfect-alchemy-tech-creativity-and-the-future-of-work/#21784b471603
[18] https://medium.com/thrive-global/want-to-become-a-multi-millionaire-do-these-20-things-immediately-c7c5e4305a48
[16] https://www.forbes.com/sites/curtsteinhorst/2018/11/08/how-will-we-keep-people-not-machines-at-the-center-of-the-future-of-work/#6ea9d7735d94
[14] https://www.financialexpress.com/industry/technology/no-more-human-resources-ai-invades-the-workplace-bot-becomes-the-new-hiring-manager/1428503/
[11] https://twitter.com/wef/status/1079421868006768640
[10] http://decideconsulting.com/what-do-you-want-to-do/

Top URLs in Tweet in G1:
[21] https://www.weforum.org/agenda/2016/11/this-map-shows-how-undersea-cables-move-internet-traffic-around-the-world/?utm_content=buffere6750&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://twitter.com/wef/status/1079421868006768640
[4] http://ipfconline.fr/blog/2017/08/09/implications-of-ai-and-robots-on-the-future-of-work/
[4] http://digital-leadership-associates.passle.net/post/102f6nz/8-reasons-a-powerful-personal-brand-will-make-you-successful
[3] http://ipfconline.fr/blog/2018/04/17/quantum-computing-simply-explained/
[3] http://okt.to/4WkP7N
[2] https://www.weforum.org/agenda/2018/04/five-reasons-why-robots-won-t-take-over-the-world
[2] https://econsultancy.com/digital-transformation-news-switching-phone-australia-cios-twitter/
[2] https://towardsdatascience.com/2018-predictions-for-ai-484cd15e61ec?utm_content=buffere2016&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] 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

Top URLs in Tweet in G2:
[11] https://www.weforum.org/agenda/2016/11/this-map-shows-how-undersea-cables-move-internet-traffic-around-the-world/?utm_content=buffere6750&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.financialexpress.com/industry/technology/no-more-human-resources-ai-invades-the-workplace-bot-becomes-the-new-hiring-manager/1428503/
[7] http://okt.to/4WkP7N
[5] https://www.forbes.com/sites/curtsteinhorst/2018/11/08/how-will-we-keep-people-not-machines-at-the-center-of-the-future-of-work/#6ea9d7735d94
[4] https://www.forbes.com/sites/berlinschoolofcreativeleadership/2018/12/14/perfect-alchemy-tech-creativity-and-the-future-of-work/#21784b471603
[4] https://www.everestgrp.com/2018-09-workplace-services-automation-potential-market-insights-46674.html/
[4] http://trib.al/nnbCm5Y?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=social#23959413-tw#1495694640976#23959413-tw#1497648317825#23959413-tw#1498593969720#23959413-tw#1500920569206#23959413-tw#1504056792724#23959413-tw#1506549527279
[4] https://www.forbes.com/sites/bernardmarr/2018/12/03/5-important-artificial-intelligence-predictions-for-2019-everyone-should-read/
[4] https://www.financialexpress.com/jobs/jobs-in-2019-top-tech-jobs-that-will-see-rising-demands/1429140/
[4] https://www.amazon.com/gp/product/B07H3F8C7C

Top URLs in Tweet in G3:
[19] https://www.forbes.com/sites/bernardmarr/2018/12/03/5-important-artificial-intelligence-predictions-for-2019-everyone-should-read/
[10] https://medium.com/thrive-global/want-to-become-a-multi-millionaire-do-these-20-things-immediately-c7c5e4305a48
[10] https://www.weforum.org/agenda/2016/11/this-map-shows-how-undersea-cables-move-internet-traffic-around-the-world/?utm_content=buffere6750&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] http://okt.to/4WkP7N
[9] https://www.forbes.com/sites/curtsteinhorst/2018/11/08/how-will-we-keep-people-not-machines-at-the-center-of-the-future-of-work/#6ea9d7735d94
[5] https://www.linkedin.com/pulse/how-your-hr-can-get-lucky-2019-hans-mangelschots/
[4] https://www.analyticsindiamag.com/has-the-ai-train-left-the-station-an-interview-with-leading-ai-influencer-spiros-margaris/
[4] https://www.financialexpress.com/industry/technology/no-more-human-resources-ai-invades-the-workplace-bot-becomes-the-new-hiring-manager/1428503/
[4] https://medium.com/the-mission/want-to-become-a-multi-millionaire-then-do-these-14-things-immediately-18065dc492a1
[4] https://www.forbes.com/sites/berlinschoolofcreativeleadership/2018/12/14/perfect-alchemy-tech-creativity-and-the-future-of-work/#21784b471603

Top URLs in Tweet in G4:
[7] http://decideconsulting.com/what-do-you-want-to-do/
[3] https://www.youtube.com/watch?v=uiJTa3mMqkI

[2] https://www.hrtechnologist.com/articles/employee-engagement/4-workplace-diversity-trends-for-2019/
[2] https://play.google.com/music/m/Djq456d3jop4grcy5opd7xxb22e
[2] http://www.myAccessHub.io
[2] http://blog.knackapp.com/category/success-stories/
[2] https://www.wsj.com/articles/high-paying-jobs-in-nuclear-power-arent-looking-so-safe-anymore-11545993000
[2] http://womenspowerbook.org/contents-future-civilization-mankind-femocracy-womensworld.htm#.UF9OcVK3wwI
[1] https://dy.si/ZMhyH
[1] https://twitter.com/i/web/status/1079325000803500032

Top URLs in Tweet in G5:
[2] http://out.faveeo.com/?url=https://www.wired.com/2017/08/robots-will-not-take-your-job/&vertical=future-of-work&lang=en
[1] https://twitter.com/i/web/status/1079851227918356481
[1] https://twitter.com/i/web/status/1079467270068416512
[1] https://twitter.com/i/web/status/1079853833742966784
[1] https://twitter.com/i/web/status/1079848870241284097
[1] https://twitter.com/i/web/status/1079848905741873157
[1] https://twitter.com/i/web/status/1079746549901639680
[1] https://twitter.com/i/web/status/1079429477527105538
[1] https://twitter.com/i/web/status/1079520020638650370
[1] https://twitter.com/i/web/status/1078274323172020226

Top URLs in Tweet in G6:
[17] https://www.cnbc.com/2018/10/21/how-much-do-blockchain-engineers-make.html?__source=sharebar|twitter&par=sharebar
[10] https://www.forbes.com/sites/berlinschoolofcreativeleadership/2018/12/14/perfect-alchemy-tech-creativity-and-the-future-of-work/#21784b471603
[8] https://www.forbes.com/sites/curtsteinhorst/2018/11/08/how-will-we-keep-people-not-machines-at-the-center-of-the-future-of-work/#7d7a62c535d9
[2] https://phys.org/news/2018-12-ai-robotics-automation-fourth-industrial.html
[2] https://www.roanoke.com/opinion/commentary/steidle-the-future-of-work-is-entrepreneurial/article_c4862890-ce9c-54db-b6b7-97aa461efb8e.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[2] https://finance.yahoo.com/news/3-remote-stats-strong-case-143200399.html
[2] https://www.bluejeans.com/blog/3-takeaways-for-todays-digital-transformation-leaders?utm_source=twitter&utm_medium=social_organic&utm_term=lt
[2] https://fowmedia.com/coworking-with-strangers/
[2] https://www.linkedin.com/pulse/human-touch-10-predictions-hr-2019-david-green
[1] https://twitter.com/i/web/status/1079241167412187137

Top URLs in Tweet in G7:
[5] https://www.linkedin.com/pulse/what-i-learned-work-year-bill-gates/
[4] https://my.sage.co.uk/public/help.aspx?utm_source=Twitter&utm_medium=social&utm_campaign=SageUK#/customer/support/mtd/category/mtd/practice-pack
[3] https://sloanreview.mit.edu/article/key-words-for-digital-transformation/?article=key-words-for-digital-transformation&post_type=article
[3] https://www.inc.com/video/elon-musk-biggest-2018-mistakes.html?cid=hmsub1
[3] https://thefutureorganization.com/future-work-talent-linkedin-dan-shapero/
[3] https://www.cioreview.com/news/jobs-that-will-be-driven-by-artificial-intelligence--nid-27653-cid-175.html
[2] https://www.forbes.com/sites/kimberlywhitler/2018/12/08/c-level-leaders-offer-predictions-for-2019/#13e3abee4737
[2] https://sloanreview.mit.edu/article/the-promise-of-targeted-innovation/
[2] https://www.youtube.com/watch?v=_ds4KwWHm6M&feature=youtu.be

[2] https://thefutureorganization.com/employee-experience-cheat-sheet-infographic/

Top URLs in Tweet in G8:
[5] https://medium.com/xplor8/design-thinking-lean-startup-and-agile-what-is-the-difference-1eed3594b121
[4] https://okt.to/wEIKqs
[4] https://medium.com/thrive-global/want-to-become-a-multi-millionaire-do-these-20-things-immediately-c7c5e4305a48
[2] https://okt.to/5TsqHo
[2] https://www.wired.co.uk/article/decentralised-artificial-intelligence
[1] https://twitter.com/i/web/status/1079834147168804864
[1] https://techcrunch.com/2018/12/28/a-years-worth-of-porsche-taycans-are-already-reserved-mostly-by-tesla-owners/
[1] https://www.innovationexcellence.com/blog/2018/12/23/5-behaviours-to-lead-successful-change/
[1] https://twitter.com/i/web/status/1079434561996480513
[1] https://twitter.com/i/web/status/1079439812782747648

Top URLs in Tweet in G9:
[2] http://adigaskell.org/2018/12/20/is-creativity-the-most-important-skill-today/
[1] https://twitter.com/i/web/status/1079867317218086914
[1] https://twitter.com/i/web/status/1079837256091865088
[1] https://twitter.com/i/web/status/1079897515384848387
[1] https://twitter.com/i/web/status/1079752818196647936
[1] https://twitter.com/i/web/status/1079780517426401280
[1] https://twitter.com/i/web/status/1079859790019481602
[1] https://twitter.com/i/web/status/1079773724499423234
[1] https://www.cognizant.com/futureofwork/article/the-best-and-worst-of-2018?utm_source=organic_twitter&utm_medium=social&utm_campaign=&utm_term=na&utm_content=careers.employer.employment.jobs&sf96668476=1
[1] https://dy.si/TexkW

Top URLs in Tweet in G10:
[1] https://www.ilo.org/global/topics/future-of-work/WCMS_569528/lang--en/index.htm
[1] https://twitter.com/i/web/status/1079616534669025280
[1] https://twitter.com/i/web/status/1079344549619654659
[1] https://www.ilo.org/global/meetings-and-events/events/WCMS_646457/lang--en/index.htm
[1] https://twitter.com/i/web/status/1079344224456167426

Top Domains
Top Domains in Tweet in Entire Graph:
[1042] twitter.com
[105] forbes.com
[74] weforum.org
[47] medium.com
[45] faveeo.com
[41] linkedin.com
[39] paper.li
[30] okt.to
[24] cnbc.com
[23] youtube.com

Top Domains in Tweet in G1:
[74] twitter.com
[26] weforum.org
[9] ipfconline.fr
[6] passle.net
[3] okt.to
[3] forbes.com
[3] wired.com
[2] econsultancy.com
[2] medium.com
[2] towardsdatascience.com

Top Domains in Tweet in G2:
[248] twitter.com
[27] weforum.org
[14] forbes.com
[13] financialexpress.com
[7] okt.to
[4] pwc.com
[4] everestgrp.com
[4] trib.al
[4] medium.com
[4] amazon.com

Top Domains in Tweet in G3:
[209] twitter.com
[53] forbes.com
[32] faveeo.com
[23] linkedin.com
[21] medium.com
[15] mckinsey.com
[14] weforum.org
[12] okt.to
[9] hbr.org
[7] financialexpress.com

Top Domains in Tweet in G4:
[168] twitter.com
[11] paper.li
[8] lnkd.in
[7] decideconsulting.com
[4] forbes.com
[3] youtube.com
[2] linkedin.com
[2] hrtechnologist.com
[2] google.com
[2] whereverjobs.com

Top Domains in Tweet in G5:
[13] twitter.com
[2] faveeo.com
[1] catherinescareercorner.com
[1] financialexpress.com
[1] youtube.com

Top Domains in Tweet in G6:
[19] forbes.com
[17] cnbc.com
[11] twitter.com
[3] linkedin.com
[2] phys.org
[2] roanoke.com
[2] yahoo.com
[2] bluejeans.com
[2] fowmedia.com
[2] weforum.org

Top Domains in Tweet in G7:
[28] twitter.com
[8] thefutureorganization.com
[7] faveeo.com
[7] youtube.com
[6] linkedin.com
[5] mit.edu
[4] co.uk
[3] inc.com
[3] libsyn.com
[3] cioreview.com

Top Domains in Tweet in G8:
[23] twitter.com
[9] medium.com
[7] okt.to
[2] co.uk
[2] t.co
[1] techcrunch.com
[1] innovationexcellence.com
[1] amazon.jobs
[1] theconversation.com
[1] 1843magazine.com

Top Domains in Tweet in G9:
[11] twitter.com
[5] dy.si
[2] adigaskell.org
[1] cognizant.com
[1] cbinsights.com
[1] vox.com
[1] adeccogroup.com
[1] lnkd.in

Top Domains in Tweet in G10:
[3] twitter.com
[2] ilo.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2450] futureofwork
[2351] ai
[1326] iot
[1195] robotics
[673] automation
[670] digitaltransformation
[545] robots
[416] machinelearning
[376] innovation
[361] digital



Top Hashtags in Tweet in G1:
[496] ai
[356] iot
[319] robotics
[303] futureofwork
[187] robots
[170] drones
[167] digital
[128] ml
[123] digitaltransformation
[116] future

Top Hashtags in Tweet in G2:
[944] ai
[781] futureofwork
[571] iot
[549] robotics
[330] automation
[254] robots
[235] machinelearning
[208] rpa
[202] pwc
[165] digitaltransformation

Top Hashtags in Tweet in G3:
[571] futureofwork
[424] ai
[204] digitaltransformation
[138] iot
[126] robotics
[104] automation
[92] tech
[84] innovation
[66] robotic
[66] artificialintelligence

Top Hashtags in Tweet in G4:
[154] futureofwork
[28] ai
[26] jobsoffuture
[14] hr
[13] leadership
[11] tech
[11] machinelearning
[10] iot
[10] disruption
[9] bigdata

Top Hashtags in Tweet in G5:
[165] ai
[82] iot
[77] robotics
[67] automation
[57] autonomousvehicles
[36] futureofwork
[14] artificialintelligence
[13] robots
[12] drones
[12] machinelearning

Top Hashtags in Tweet in G6:
[81] ai
[66] digitaltransformation
[57] futureofwork
[48] robotics
[43] iot
[33] robot
[32] technology
[30] futuretech
[18] leadership
[18] blockchain

Top Hashtags in Tweet in G7:
[81] futureofwork
[24] leadership
[20] ai
[18] technology
[15] amr
[15] wgs
[15] precisionmedicine
[15] startup
[14] iot
[13] employeeexperience

Top Hashtags in Tweet in G8:
[27] ai
[26] futureofwork
[9] designthinking
[9] innovation
[8] automation
[7] leadership
[5] robotics
[5] education
[4] ml
[4] analytics

Top Hashtags in Tweet in G9:
[26] futureofwork
[11] ai
[8] automation
[7] iot
[6] robotics
[4] dataanalytics
[3] bias
[3] innovation
[3] robot
[3] digitaltransformation

Top Hashtags in Tweet in G10:
[3] futureofwork
[2] ilo100
[2] newyear
[1] report

Top Words
Top Words in Tweet in Entire Graph:
[3987] Words in Sentiment List#1: Positive
[944] Words in Sentiment List#2: Negative
[20] Words in Sentiment List#3: Angry/Violent
[95534] Non-categorized Words
[100465] Total Words
[3403] gt
[2467] futureofwork
[2445] ai
[1345] iot
[1251] mikequindazzi

Top Words in Tweet in G1:
[497] ai
[365] haroldsinnott
[356] iot
[319] robotics
[304] futureofwork
[239] gt
[193] robots
[180] future
[172] digital
[171] mikequindazzi

Top Words in Tweet in G2:
[2813] gt
[967] ai
[960] mikequindazzi
[798] futureofwork
[576] iot
[553] robotics
[347] automation
[293] wef
[273] haroldsinnott
[269] robots

Top Words in Tweet in G3:
[573] futureofwork
[466] ai
[204] digitaltransformation
[181] gt
[144] future
[141] iot
[129] alvinfoo
[128] robotics
[116] automation
[111] tech

Top Words in Tweet in G4:
[154] futureofwork
[52] gt
[41] want
[37] future
[34] ai
[28] work
[26] 2019
[26] jobsoffuture
[25] new
[23] jobs

Top Words in Tweet in G5:
[166] ai
[145] thefuturist007
[82] iot
[77] robotics
[67] automation
[67] robotic
[66] kitchen
[65] revolutionary
[65] learns
[65] masterchefs

Top Words in Tweet in G6:
[92] tamaramccleary
[82] ai
[66] digitaltransformation
[57] futureofwork
[48] robotics
[43] iot
[40] people
[37] robot
[34] futureo
[33] technology

Top Words in Tweet in G7:
[81] futureofwork
[25] leadership
[25] ai
[24] gt
[21] year
[21] 2019
[19] technology
[16] jacobm
[15] trippbraden
[15] decided

Top Words in Tweet in G8:
[42] gt
[29] ai
[26] futureofwork
[16] entrepreneur
[11] insightbrief
[9] startup
[9] designthinking
[9] innovation
[9] byronreese
[8] automation

Top Words in Tweet in G9:
[23] futureofwork
[15] ai
[11] automeme
[10] automation
[9] 2019
[9] pwc
[8] future
[7] building
[7] more
[7] cognizant

Top Words in Tweet in G10:
[54] ilo
[54] work
[28] stay
[28] tuned
[27] everyday
[27] workers
[27] employers
[27] governments
[27] develop
[27] skills

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2019] gt,gt
[481] mikequindazzi,gt
[367] ai,iot
[328] wef,mikequindazzi
[315] ai,robotics
[299] iot,digital
[275] gt,ai
[271] futureofwork,gt
[247] gt,wef
[198] gt,pwc

Top Word Pairs in Tweet in G1:
[166] iot,digital
[125] ai,iot
[123] gt,gt
[113] ai,robotics
[101] robots,aim
[100] segway,autonomous
[100] autonomous,security
[100] security,robots
[100] aim,make
[100] make,retail

Top Word Pairs in Tweet in G2:
[1708] gt,gt
[407] mikequindazzi,gt
[262] wef,mikequindazzi
[237] futureofwork,gt
[209] gt,wef
[204] gt,ai
[158] gt,pwc
[136] ai,iot
[116] mikequindazzi,ai
[110] rpa,ipa

Top Word Pairs in Tweet in G3:
[101] gt,gt
[93] digitaltransformation,futureofwork
[86] ai,digitaltransformation
[62] innovation,ai
[61] shenzhen,fisherman
[61] fisherman,village
[61] village,high
[61] high,tech
[61] tech,titans
[61] titans,china

Top Word Pairs in Tweet in G4:
[31] gt,gt
[26] jobsoffuture,futureofwork
[10] futureofwork,disruption
[9] future,work
[9] new,year
[9] disruption,tech
[8] news,sports
[8] sports,jobs
[8] hackinghr,leadership
[8] leadership,hrtech

Top Word Pairs in Tweet in G5:
[66] robotic,kitchen
[65] revolutionary,robotic
[65] kitchen,learns
[65] learns,masterchefs
[65] masterchefs,cook
[65] cook,dish
[65] dish,touch
[65] touch,button
[65] button,ai
[64] thefuturist007,revolutionary

Top Word Pairs in Tweet in G6:
[33] ai,iot
[31] digitaltransformation,happening
[31] happening,fast
[31] fast,ultimately
[31] ultimately,people
[31] people,heart
[31] robotic,kitchen
[31] robotics,robot
[31] robot,digitaltransformation
[30] iot,robotics

Top Word Pairs in Tweet in G7:
[15] decided,2019
[15] 2019,terrific
[15] terrific,year
[15] year,amr
[15] amr,wgs
[15] wgs,futureofwork
[15] futureofwork,precisionmedicine
[15] precisionmedicine,startup
[15] startup,technology
[14] gt,gt

Top Word Pairs in Tweet in G8:
[22] gt,gt
[7] byronreese,examines
[7] examines,impact
[7] impact,ai
[7] ai,futureofwork
[7] futureofwork,guest
[7] guest,post
[7] post,entrepreneur
[6] gt,futureofwork
[5] design,thinking

Top Word Pairs in Tweet in G9:
[6] more,jobs
[5] building,workforce
[5] workforce,future
[5] future,great
[5] great,challenge
[5] challenge,ahead
[5] ahead,2019
[5] 2019,beyond
[5] beyond,thoughts
[5] thoughts,here

Top Word Pairs in Tweet in G10:
[28] stay,tuned
[27] everyday,workers
[27] workers,employers
[27] employers,governments
[27] governments,work
[27] work,ilo
[27] ilo,develop
[27] develop,skills
[27] skills,future
[27] future,work

Top Replied-To
Top Replied-To in Entire Graph:
@ursbolt
@boxedwholesale
@perdomojavier
@talentsavvy
@pwc
@kissflow
@rachaeledu
@thehiteshdubey
@hrcurator
@mangoldmikel

Top Replied-To in G1:
@perdomojavier
@kenlittle
@wrix2
@procurement2030
@kuriharan
@saurabh_1ndia
@mhiesboeck
@mangoldmikel
@thehiteshdubey
@kashthefuturist

Top Replied-To in G2:
@alibabagroup
@microsoftindia

Top Replied-To in G3:
@ursbolt
@hrcurator
@xbond49
@tamaramccleary
@psb_dc
@ledaglyptis
@mikequindazzi

Top Replied-To in G5:
@boxedwholesale

Top Replied-To in G8:
@byronreese

Top Replied-To in G9:
@talentsavvy
@pwc
@benjaminpring
@mbahl

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@haroldsinnott
@wef
@alvinfoo
@thefuturist007
@perdomojavier
@evankirstel
@jblefevre60
@tamaramccleary
@kashthefuturist

Top Mentioned in G1:
@haroldsinnott
@mikequindazzi
@evankirstel
@kashthefuturist
@jblefevre60
@ronald_vanloon
@paula_piccard
@waymo
@and
@wef

Top Mentioned in G2:
@mikequindazzi
@haroldsinnott
@wef
@perdomojavier
@antgrasso
@fisher85m
@mhiesboeck
@alvinfoo
@ravikikan
@jblefevre60

Top Mentioned in G3:
@alvinfoo
@haroldsinnott
@mikequindazzi
@mvollmer1
@ther
@helene_wpli
@hrcurator
@heinzvhoenen
@jeffreybuskey
@spirosmargaris

Top Mentioned in G4:
@decideconsultng
@druben3222
@dcmoise
@everlearntweets
@ramonsuarez_
@my_humies
@cxcglobal_anz
@mommydarkness
@kahootz
@knackup

Top Mentioned in G5:
@thefuturist007
@haroldsinnott
@startup_nerd
@mikequindazzi
@catherineadenle
@futureof_work
@caltech
@paula_piccard
@perdomojavier
@kashthefuturist

Top Mentioned in G6:
@tamaramccleary
@glengilmore
@thefuturist007
@haroldsinnott
@curtsteinhorst
@markccrowley
@soumyasanto
@bluejeansnet
@mikequindazzi
@wef

Top Mentioned in G7:
@jacobm
@trippbraden
@linkedin
@rdxwhatelse
@futureof_work
@andrewglincher
@nixonpeabodyllp
@lago72
@perdomojavier
@cioreview

Top Mentioned in G8:
@entrepreneur
@insightbrief
@forrester
@kaizenleansigma
@byronreese
@mikequindazzi
@xor_ai
@eynews
@mckinsey_mgi
@georgebrooksey

Top Mentioned in G9:
@automeme
@cognizant
@pwc
@benjaminpring
@m
@psb_dc
@mikequi
@adigaskell
@bcg
@haroldsinnott

Top Mentioned in G10:
@ilo
@ilocolombo
@macisecretariat

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@piyuanker12
@sectest9
@nosqldigest
@revolution_fr
@deejayiwan
@nilimajumder
@evankirstel
@3rdrockhome

Top Tweeters in G1:
@piyuanker12
@evankirstel
@amazingchevvolt
@machinelearnflx
@mashable
@nikhilchhajar
@joshollegien
@felixnater
@grondavia
@rwang0

Top Tweeters in G2:
@jornalistavitor
@arkangelscrap
@sectest9
@nosqldigest
@gamergeeknews
@businessinsider
@josefer38693523
@fintechna
@chidambara09
@hangeki_mizuki2

Top Tweeters in G3:
@deejayiwan
@3rdrockhome
@guardian
@marshacollier
@telegraph
@richsimmondsza
@simonlporter
@akwyz
@financialxpress
@meghanmbiro

Top Tweeters in G4:
@villamizaritpro
@nishant_shastry
@warrenwhitlock
@infopronetwork
@freshsalis
@frelancewkguide
@blastkat
@futureworldcen
@topmostshop
@rdene915

Top Tweeters in G5:
@emocionycambio
@openmarketingtv
@greco_james
@ernieschell
@madinmelbourne
@startup_nerd
@cseiriz
@adamsfantasy
@mainprofiles
@marcoranieri72

Top Tweeters in G6:
@sudeepkhatri
@humbertozamorar
@onang_pribadi
@juanjosebao
@shellykramer
@yahoofinance
@hannaraptor
@bdsharmas
@jacobussystems
@dreamwalkarts

Top Tweeters in G7:
@startupsbot
@trippbraden
@twilli2861
@danitablackwood
@vlics
@leadfromback
@jacobm
@webexpert1971
@jackieyuntweets
@industryai

Top Tweeters in G8:
@billnigh
@biconnections
@superfabis
@designthinkbot
@soncabral
@entrepreneur
@pardoe_ai
@conversationuk
@startupbulletin
@entrepreneursjr

Top Tweeters in G9:
@ssxman2
@sardire
@graphicdesignny
@axios
@cognizant
@adigaskell
@timpatalpostma
@bwbusinessworld
@cheddar
@deloitte

Top Tweeters in G10:
@nilimajumder
@tzdiscovery
@_cosatu
@movctmmx_gsoc
@lesegothinane
@kmesch1
@h_haleem_ah
@noorulainur
@ilo
@faithymuhanga