futureofwork , Twitter, 2/19/2019 2:54:51 PM, 187268
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futureofwork _2019-02-19_06-03-48.xlsx
futureofwork _2019-02-19_06-03-48.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 19, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2E41y6n
@haroldsinnott
@mikequindazzi
@fca_hq
@pbalakrishnarao
@mercer
@helene_wpli
@ronald_vanloon
@tamaramccleary
@paula_piccard
@_premyadav

Top hashtags:
#futureofwork
#ai
#iot
#artificialintelligence
#robotics
#innovation

Description:
Description
The graph represents a network of 3,408 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, 19 February 2019 at 14:05 UTC.

The requested start date was Tuesday, 19 February 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, 11-hour, 23-minute period from Sunday, 17 February 2019 at 13:37 UTC to Tuesday, 19 February 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 : 3408
Unique Edges : 5866
Edges With Duplicates : 2653
Total Edges : 8519
Number of Edge Types : 3
Replies to : 57
Mentions : 7222
Tweet : 1240
Self-Loops : 1240
Reciprocated Vertex Pair Ratio : 0.0206744619556007
Reciprocated Edge Ratio : 0.0405113730698987
Connected Components : 598
Single-Vertex Connected Components : 318
Maximum Vertices in a Connected Component : 2167
Maximum Edges in a Connected Component : 7034
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.89923
Graph Density : 0.000518729734832043
Modularity : 0.494929
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://joshbersin.com/2019/02/the-employee-experience-platform-a-new-category-arrives/
[31] https://twitter.com/wef/status/1096756077478109184/video/1
[18] https://www.amazon.co.uk/Advanced-Analytics-AI-Implementation-Finance/dp/1119390303
[15] https://sloanreview.mit.edu/article/how-to-create-belonging-for-remote-workers/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[13] https://www.simpliv.com/hive/from-0-to-1-hive-for-processing-big-data?Twitter-*SEO
[13] https://www.forbes.com/sites/cognitiveworld/2019/02/17/the-end-of-work-the-consequences-of-an-economic-singularity/#235db2bd1d32
[12] https://sloanreview.mit.edu/article/five-insights-from-davos-on-the-future-of-work/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=157878
[11] https://www.weforum.org/agenda/2018/02/how-to-be-smarter-infographic?utm_content=buffer979e9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.simpliv.com/hive/apache-hive-a-complete-guide?Twitter-*SEO

Top URLs in Tweet in G1:
[15] https://www.amazon.co.uk/Advanced-Analytics-AI-Implementation-Finance/dp/1119390303
[4] https://joshbersin.com/2019/02/the-employee-experience-platform-a-new-category-arrives/
[4] https://economicgraph.linkedin.com/en-us/research/linkedin-2018-emerging-jobs-report
[3] https://www.visualcapitalist.com/meet-generation-z-the-newest-member-to-the-workforce/
[3] https://www.pwc.com/gx/en/issues/economy/global-economy-watch/assets/pdfs/december-2018.pdf
[3] https://www.weforum.org/agenda/2018/02/how-to-be-smarter-infographic?utm_content=buffer979e9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.simpliv.com/hive/from-0-to-1-hive-for-processing-big-data?Twitter-*SEO
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=157878
[2] https://www.droneii.com/drone-data-analytics
[2] https://www.zdnet.com/article/how-much-do-we-trust-ai-recommendations/

Top URLs in Tweet in G2:
[30] https://twitter.com/wef/status/1096756077478109184/video/1
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=157878
[8] https://www.simpliv.com/hive/apache-hive-a-complete-guide?Twitter-*SEO
[8] https://www.simpliv.com/hive/from-0-to-1-hive-for-processing-big-data?Twitter-*SEO
[7] https://www.simpliv.com/internetthings/ruby-on-rails-stock-market-app?Twitter-*SEO
[7] https://www.linkedin.com/pulse/data-science-future-digital-transformation-pranjali-galgali/
[7] https://joshbersin.com/2019/02/the-employee-experience-platform-a-new-category-arrives/
[6] https://hbrascend.org/topics/dont-let-the-fear-of-failure-paralyze-you/
[6] https://www.weforum.org/agenda/2019/01/future-technologies-will-drive-industry-4-0/
[6] https://europeansting.com/2019/02/15/this-is-how-ai-in-video-games-will-change-the-future-of-work/

Top URLs in Tweet in G3:
[5] http://decideconsulting.com/what-do-you-want-to-do/
[3] https://www.youtube.com/watch?v=uiJTa3mMqkI

[3] https://futureofworking.com/9-bill-gates-leadership-style-traits-skills-and-qualities/
[3] http://www.onrec.com/news/news-archive/why-reskilling-is-imperative-to-the-future-workforce?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://www.vox.com/future-perfect/2019/2/15/18226493/deepmind-alphafold-artificial-intelligence-protein-folding
[2] http://womenspowerbook.org/contents-future-civilization-mankind-femocracy-womensworld.htm#.UF9OcVK3wwI
[2] https://www.romper.com/p/13-jobs-my-children-will-probably-have-one-day-based-on-what-theyre-doing-now-15724878
[2] https://www.bbc.com/news/business-47231504
[2] https://digital-learning-academy.com/event/newsletter-173-formation-presentielle-digital-learning/
[2] https://www.gogoplaces.co/blog/top-10-jobs-for-digital-nomads/

Top URLs in Tweet in G4:
[13] https://sloanreview.mit.edu/article/how-to-create-belonging-for-remote-workers/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[10] https://sloanreview.mit.edu/article/five-insights-from-davos-on-the-future-of-work/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[7] https://www.weforum.org/agenda/2018/02/how-to-be-smarter-infographic?utm_content=buffer979e9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.cnbc.com/2019/01/14/the-oracle-of-ai-these-kinds-of-jobs-will-not-be-replaced-by-robots-.html
[7] https://singularityhub.com/2019/02/13/ai-wont-create-a-skills-gap-heres-what-will-happen-instead/#.XGbpnBmdnQ4.twitter
[6] https://www.forbes.com/sites/johnfrazer1/2019/02/15/how-the-gig-economy-is-reshaping-careers-for-the-next-generation/#6c9c766549ad
[4] https://singularityhub.com/2019/02/13/ai-wont-create-a-skills-gap-heres-what-will-happen-instead/#.XGTx-kwD9jI.twitter
[3] https://www.weforum.org/agenda/2019/02/ai-beat-professional-gamers-at-starcraft-ii-here-s-why-that-matters/
[3] https://www.forbes.com/sites/carminegallo/2019/02/12/heres-what-happened-when-ibms-advanced-ai-machine-challenged-an-international-debate-champion/#484037e34952
[2] https://www.zdnet.com/article/beyond-experts-jobs-tasks-and-skills-for-a-data-driven-future-of-work/

Top URLs in Tweet in G5:
[2] https://www.fastcompany.com/90297816/5-ways-work-culture-will-change-by-2030
[1] https://twitter.com/i/web/status/1097326248148197380
[1] https://twitter.com/i/web/status/1097329042129207297
[1] https://twitter.com/i/web/status/1097336647379607552
[1] https://twitter.com/i/web/status/1097438993682186240
[1] https://twitter.com/i/web/status/1097438666140643329
[1] https://twitter.com/i/web/status/1097576787285106688
[1] https://twitter.com/i/web/status/1097472448847589377
[1] https://twitter.com/i/web/status/1097577006840057857
[1] https://twitter.com/i/web/status/1097432090839265280

Top URLs in Tweet in G6:
[19] https://joshbersin.com/2019/02/the-employee-experience-platform-a-new-category-arrives/
[8] https://joshbersin.com/hr-tech-disruptions-for-2019/
[5] https://www.forbes.com/sites/forbestechcouncil/2019/02/06/the-emerging-impact-of-ai-on-hr/#729f0d56279f
[5] https://www.linkedin.com/pulse/rise-people-analytics-david-green/
[5] https://www.mckinsey.com/business-functions/operations/our-insights/the-secret-to-delighting-customers-putting-employees-first
[4] https://disruptivehr.com/the-disruptive-hr-guide-to-creating-your-employee-experience-pt-1/
[3] https://changethework.com/recrutement-disruptif/?socid=hNyPmo7g38#
[3] https://www.digitalhrtech.com/enterprise-recruitment-software/?utm_content=buffer27a68&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.myhrfuture.com/blog/2019/1/9/how-to-improve-hrs-data-literacy
[2] http://traffic.libsyn.com/futureofworkpodcast/work_life_balance_integration.mp3

Top URLs in Tweet in G7:
[2] https://www.mercer.com/our-thinking/thrive.html?utm_source=twitter&utm_medium=social&utm_campaign=thriving-workforce&utm_content=NONE&utm_country=tw-mercer&sf207927027=1
[2] https://www.weforum.org/agenda/2019/02/ai-beat-professional-gamers-at-starcraft-ii-here-s-why-that-matters/
[2] https://wonklifebalance.wordpress.com/2018/11/09/mind-the-gaps-transport-and-gender-equality/
[1] https://www.mercer.com/our-thinking/career/voice-on-talent/five-workplace-trends-shaping-the-future-of-work-which-are-most-important-to-you.html?utm_source=twitter&utm_medium=social&utm_campaign=global-talent-trends-2018&utm_content=five-workplace-trends&utm_country=tw-mercer&sf207786188=1
[1] https://twitter.com/i/web/status/1096816690187386880
[1] https://www.mercer.com/our-thinking/healthy-wealthy-and-work-wise.html?utm_source=twitter&utm_medium=social&utm_campaign=wef-2019&utm_content=health-is-wealth&utm_country=tw-mercer&sf207485717=1
[1] https://twitter.com/i/web/status/1097148758025031682
[1] https://twitter.com/i/web/status/1097179256386392065
[1] https://twitter.com/i/web/status/1097209118606180352
[1] https://twitter.com/i/web/status/1097299729455697920

Top URLs in Tweet in G8:
[9] https://www.forbes.com/sites/cognitiveworld/2019/02/17/the-end-of-work-the-consequences-of-an-economic-singularity/#235db2bd1d32
[4] https://www.cognizant.com/perspectives/ai-and-work-yes-jobs-will-change-no-they-wont-all-disappear?_lrsc=d239989e-6d93-479b-bd70-b1495a753a3d
[2] https://www.shellypalmer.com/2019/02/ai-wont-take-job-people-will/
[2] https://www.cnn.com/2019/02/17/investing/artificial-intelligence-investors-machine-learning/index.html
[1] https://twitter.com/i/web/status/1097390050109767680
[1] https://twitter.com/i/web/status/1092364901530693632
[1] https://twitter.com/i/web/status/1097051250057723905
[1] https://twitter.com/i/web/status/1097049832252981248
[1] https://twitter.com/i/web/status/1097388129558974470
[1] https://twitter.com/i/web/status/1097389375623753728

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1097166297006256129
[1] https://oe.cd/2v3
[1] https://joshbersin.com/2019/02/the-employee-experience-platform-a-new-category-arrives/
[1] https://twitter.com/i/web/status/1097497252237578241
[1] https://twitter.com/i/web/status/1096244336734466049
[1] https://twitter.com/i/web/status/1096573069290864640
[1] https://www.sef-bonn.org/en/events/policy-lunch/february-2019.html
[1] http://www.ifa-fiv.org/expert-spotlight/?spotlight=6376
[1] https://twitter.com/i/web/status/1095640983532904450
[1] https://twitter.com/Paula_Piccard/status/1086246491822407682/video/1

Top URLs in Tweet in G10:
[5] https://twitter.com/thekaushalsoni
[4] https://internetofbusiness.com/complete-guide-10-smart-factory-trends-to-watch-in-2019/?utm_source=twitter.com/wadekwright
[3] https://twitter.com/@rproshad65
[2] https://twitter.com/HaroldSinnott/status/1097058189076586497
[2] https://www.simpliv.com/hive/from-0-to-1-hive-for-processing-big-data?Twitter-*SEO
[1] https://twitter.com/i/web/status/1097430797538201600
[1] https://twitter.com/i/web/status/1097177211008937985
[1] https://twitter.com/i/web/status/1097256530091696128
[1] https://twitter.com/i/web/status/1097258460549431296
[1] https://twitter.com/i/web/status/1097258611846406144

Top Domains
Top Domains in Tweet in Entire Graph:
[1112] twitter.com
[65] forbes.com
[43] co.uk
[43] joshbersin.com
[43] dy.si
[41] weforum.org
[39] linkedin.com
[32] mit.edu
[31] faveeo.com
[30] simpliv.com

Top Domains in Tweet in G1:
[102] twitter.com
[20] faveeo.com
[16] co.uk
[8] linkedin.com
[7] weforum.org
[6] pwc.com
[5] joshbersin.com
[4] essentials.news
[3] visualcapitalist.com
[3] simpliv.com

Top Domains in Tweet in G2:
[236] twitter.com
[23] simpliv.com
[15] weforum.org
[11] nodexlgraphgallery.org
[10] forbes.com
[7] linkedin.com
[7] joshbersin.com
[6] hbrascend.org
[6] europeansting.com
[5] dashbouquet.com

Top Domains in Tweet in G3:
[235] twitter.com
[13] paper.li
[11] lnkd.in
[7] cognizant.com
[6] youtube.com
[5] dy.si
[5] forbes.com
[5] linkedin.com
[5] decideconsulting.com
[4] upflow.co

Top Domains in Tweet in G4:
[40] twitter.com
[25] mit.edu
[12] forbes.com
[11] singularityhub.com
[10] weforum.org
[7] cnbc.com
[5] lnkd.in
[4] linkedin.com
[2] zdnet.com
[2] co.uk

Top Domains in Tweet in G5:
[16] twitter.com
[2] hedgethink.com
[2] fastcompany.com
[1] forbes.com

Top Domains in Tweet in G6:
[56] twitter.com
[28] joshbersin.com
[11] linkedin.com
[8] disruptivehr.com
[8] mckinsey.com
[7] digitalhrtech.com
[6] forbes.com
[4] libsyn.com
[4] vimeo.com
[3] changethework.com

Top Domains in Tweet in G7:
[29] twitter.com
[23] dy.si
[9] mercer.com
[5] bit.ly
[2] weforum.org
[2] co.uk
[2] wordpress.com
[1] techradar.com
[1] theguardian.com
[1] entrepreneur.com

Top Domains in Tweet in G8:
[16] twitter.com
[9] forbes.com
[4] cognizant.com
[2] shellypalmer.com
[2] cnn.com
[1] cleantechnica.com
[1] youtube.com

Top Domains in Tweet in G9:
[8] twitter.com
[1] oe.cd
[1] joshbersin.com
[1] sef-bonn.org
[1] ifa-fiv.org

Top Domains in Tweet in G10:
[39] twitter.com
[4] internetofbusiness.com
[3] simpliv.com
[1] forbes.com
[1] nationswell.com
[1] mercer.us
[1] mercer.com
[1] visier.com
[1] fastcompany.com
[1] unleashgroup.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2760] futureofwork
[1818] ai
[1165] iot
[627] artificialintelligence
[608] robotics
[539] innovation
[488] tech
[372] bigdata
[352] digitaltransformation
[309] automation



Top Hashtags in Tweet in G1:
[531] ai
[410] futureofwork
[359] iot
[248] artificialintelligence
[138] robotics
[137] mwc19
[107] bigdata
[106] digitizes
[99] robot
[98] workforce

Top Hashtags in Tweet in G2:
[881] futureofwork
[686] ai
[409] iot
[260] artificialintelligence
[253] robotics
[181] tech
[164] bigdata
[146] digitaltransformation
[142] innovation
[125] machinelearning

Top Hashtags in Tweet in G3:
[227] futureofwork
[50] ai
[24] jobsoffuture
[16] iot
[14] tech
[12] innovation
[12] leadership
[11] machinelearning
[10] digital
[10] automation

Top Hashtags in Tweet in G4:
[200] futureofwork
[38] ai
[26] leadership
[20] jobs
[18] futurist
[14] technology
[13] automation
[11] iot
[10] davos
[10] gendergap

Top Hashtags in Tweet in G5:
[140] innovation
[137] iot
[108] tech
[104] ai
[87] futureofwork
[65] robotics
[54] robots
[47] machine
[44] labor
[43] construction

Top Hashtags in Tweet in G6:
[93] futureofwork
[81] hr
[36] hrtech
[31] ai
[23] tech
[20] learning
[19] employeeexperience
[19] hcm
[16] futureofhr
[14] iot

Top Hashtags in Tweet in G7:
[72] ai
[70] futureofwork
[30] robotics
[30] iot
[30] industry40
[20] robots
[20] machinelearning
[18] ml
[13] quote
[9] hr

Top Hashtags in Tweet in G8:
[90] futureofwork
[86] ai
[75] iot
[60] robotics
[43] ml
[33] automation
[31] emergingtechnologies
[30] tech
[27] innovation
[24] robots

Top Hashtags in Tweet in G9:
[37] automation
[27] futureofwork
[8] adultlearning
[8] stats
[8] oecd
[8] productivity
[5] ai
[2] womeninstem
[2] womenintech
[2] gigeconomy

Top Hashtags in Tweet in G10:
[33] ai
[32] futureofwork
[22] technology
[22] tech
[22] blockchain
[21] iot
[18] techiegeeks
[18] africangirldreaming
[17] engineering
[15] bigdata

Top Words
Top Words in Tweet in Entire Graph:
[4149] Words in Sentiment List#1: Positive
[998] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[94872] Non-categorized Words
[100019] Total Words
[2766] futureofwork
[1948] ai
[1554] gt
[1172] iot
[943] mikequindazzi

Top Words in Tweet in G1:
[851] gt
[564] ai
[471] mikequindazzi
[410] futureofwork
[361] iot
[269] haroldsinnott
[249] artificialintelligence
[138] robotics
[137] mwc19
[113] high

Top Words in Tweet in G2:
[883] futureofwork
[712] ai
[608] gt
[409] iot
[365] mikequindazzi
[260] artificialintelligence
[253] robotics
[206] tech
[181] ways
[164] bigdata

Top Words in Tweet in G3:
[230] futureofwork
[74] ai
[60] work
[60] future
[37] want
[35] jobs
[31] new
[27] tech
[24] jobsoffuture
[22] digital

Top Words in Tweet in G4:
[200] futureofwork
[70] tamaramccleary
[61] re
[55] mitsmr
[43] ai
[40] insights
[34] watch
[31] 5
[31] create
[30] jobs

Top Words in Tweet in G5:
[140] innovation
[137] iot
[109] tech
[104] ai
[99] pbalakrishnarao
[87] futureofwork
[79] pizza
[65] robotics
[54] robots
[48] machine

Top Words in Tweet in G6:
[104] hr
[93] futureofwork
[45] hrcurator
[39] david_green_uk
[36] hrtech
[35] ai
[35] josh_bersin
[34] new
[33] need
[26] tech

Top Words in Tweet in G7:
[197] _premyadav
[125] business
[96] being
[78] s
[73] ai
[71] futureofwork
[70] work
[68] future
[56] mercer
[51] humans

Top Words in Tweet in G8:
[90] ai
[90] futureofwork
[75] iot
[60] robotics
[58] harbrimah
[43] ml
[33] see
[33] 2030
[33] automation
[32] 7

Top Words in Tweet in G9:
[63] oecd
[39] high
[38] more
[37] est
[37] 14
[37] jobs
[37] risk
[37] automation
[37] another
[37] 32

Top Words in Tweet in G10:
[36] ai
[32] futureofwork
[25] tech
[24] technology
[22] blockchain
[21] iot
[18] techiegeeks
[18] africangirldreaming
[17] engineering
[17] digital

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[954] gt,gt
[244] artificialintelligence,iot
[230] futureofwork,ai
[228] tech,iot
[201] mikequindazzi,gt
[191] ai,artificialintelligence
[187] ready,futureofwork
[182] mikequindazzi,ai
[159] ai,iot
[156] iot,futureofwork

Top Word Pairs in Tweet in G1:
[544] gt,gt
[128] mikequindazzi,gt
[118] mikequindazzi,ai
[113] ai,artificialintelligence
[102] high,speed
[102] speed,scanner
[102] scanner,digitizes
[102] digitizes,millions
[101] artificialintelligence,iot
[96] haroldsinnott,high

Top Word Pairs in Tweet in G2:
[370] gt,gt
[119] artificialintelligence,iot
[101] 7,amazing
[96] iot,futureofwork
[87] amazing,ways
[87] ways,ai
[83] ht,mikequindazzi
[68] mikequindazzi,gt
[65] gt,pwc
[64] ready,futureofwork

Top Word Pairs in Tweet in G3:
[24] jobsoffuture,futureofwork
[23] future,work
[9] ai,automation
[8] ai,futureofwork
[8] futureofwork,disruption
[7] trial,finland
[7] finland,ai
[7] disruption,tech
[6] work,futureofwork
[6] results,universal

Top Word Pairs in Tweet in G4:
[30] 5,insights
[30] insights,futureofwork
[30] futureofwork,re
[30] re,major
[30] major,transition
[30] transition,create
[30] create,fast
[30] fast,upskilling
[30] upskilling,re
[30] re,skilling

Top Word Pairs in Tweet in G5:
[102] tech,iot
[50] futureofwork,ai
[48] robotics,robots
[47] trench,digging
[47] digging,machine
[47] machine,innovation
[47] innovation,digs
[47] digs,large
[47] large,canals
[47] canals,saving

Top Word Pairs in Tweet in G6:
[20] platform,new
[20] new,category
[20] category,arrives
[17] competitive,advantage
[17] need,reskill
[17] reskill,workers
[17] workers,becoming
[17] becoming,critical
[17] critical,important
[17] important,evolution

Top Word Pairs in Tweet in G7:
[60] _premyadav,business
[32] business,leader
[32] leader,enjoy
[32] enjoy,acting
[32] acting,ideas
[32] ideas,n
[32] n,charging
[32] charging,future
[32] future,fueled
[32] fueled,optimism

Top Word Pairs in Tweet in G8:
[36] futureofwork,ai
[34] ai,iot
[32] 7,amazing
[31] amazing,technologies
[31] technologies,ll
[31] ll,see
[31] see,2030
[31] 2030,futureofwork
[31] iot,ml
[31] ml,automation

Top Word Pairs in Tweet in G9:
[37] est,14
[37] 14,jobs
[37] jobs,high
[37] high,risk
[37] risk,automation
[37] automation,another
[37] another,32
[37] 32,change
[37] change,learn
[37] learn,more

Top Word Pairs in Tweet in G10:
[18] techiegeeks,africangirldreaming
[18] africangirldreaming,technology
[18] technology,tech
[17] tech,engineering
[16] engineering,blockchain
[14] blockchain,emergingtech
[14] emergingtech,nigeria
[8] internet,things
[8] things,very
[8] very,short

Top Replied-To
Top Replied-To in Entire Graph:
@mercer
@wharton
@gartner
@miguelmonterob
@mangoldmikel
@munir_alhaddad
@dansoftsolution
@drfahad13
@contemprainn
@yashasupadhyaya

Top Replied-To in G1:
@miguelmonterob
@alainbertrandmu
@cather435
@engenhariaprod
@julez_norton
@pbuckle1
@yashasupadhyaya
@contemprainn
@drfahad13
@dansoftsolution

Top Replied-To in G2:
@helene_wpli
@chrisggarrod

Top Replied-To in G4:
@jeremyscrivens
@aarondignan

Top Replied-To in G6:
@gartner

Top Replied-To in G7:
@mercer
@wharton
@futureofworkhub
@fastcompany
@tauseef_r
@pat_milligan1
@tracyfwatts
@business

Top Replied-To in G10:
@guzmand

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@haroldsinnott
@_premyadav
@pbalakrishnarao
@helene_wpli
@paula_piccard
@wef
@ume_kyd
@ronald_vanloon
@visualcap

Top Mentioned in G1:
@mikequindazzi
@haroldsinnott
@ronald_vanloon
@visualcap
@kashthefuturist
@evankirstel
@paula_piccard
@mashable
@wef
@cbinsights

Top Mentioned in G2:
@mikequindazzi
@helene_wpli
@haroldsinnott
@paula_piccard
@wef
@fisher85m
@guzmand
@andi_staub
@harbrimah
@alvinfoo

Top Mentioned in G3:
@decide_ldowns
@druben3222
@decideconsultng
@engineeringdata
@everlearntweets
@soundadvice_pro
@femmes_action
@dcmoise
@futureworkplace
@kahootz

Top Mentioned in G4:
@tamaramccleary
@mitsmr
@gartner_inc
@spirosmargaris
@fosslien
@molliewest
@mikequindazzi
@wef
@lameesk

Top Mentioned in G5:
@pbalakrishnarao
@giovanni_diraco
@mikequindazzi
@haroldsinnott
@mashable
@s_galimberti
@paula_piccard
@mclynd
@diioannid
@grattonboy

Top Mentioned in G6:
@david_green_uk
@hrcurator
@josh_bersin
@haroldsinnott
@hr_disruptive
@mikequindazzi
@mckinsey
@forbes
@dreambighr
@deloitte

Top Mentioned in G7:
@_premyadav
@mercer
@ukmercer
@guzmand
@whenwomenthrive
@entrepreneur
@telegraph
@futureofworkhub
@helene_wpli
@techrepublic

Top Mentioned in G8:
@harbrimah
@mikequindazzi
@pbalakrishnarao
@alvinfoo
@alibabagroup
@cccalum
@nigewillson
@paula_piccard
@haroldsinnott
@wef

Top Mentioned in G9:
@oecd
@ilo
@mikequindazzi
@haroldsinnott
@paula_piccard
@vinciuscp
@guyryder
@josh_bersin
@guzmand
@dianemulcahy

Top Mentioned in G10:
@techie_geeks
@chuckleddy
@hr_pankaj
@fisher85m
@guzmand
@nat
@thekaushalsoni
@digitalpranav
@peter__dean
@dcreelman

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@marshawright
@arkangelscrap
@sectest9
@jamesroy
@british_airways
@revolution_fr
@deejayiwan
@mithu796311
@evankirstel

Top Tweeters in G1:
@evankirstel
@gamergeeknews
@businessinsider
@london_lady
@richsimmondsza
@machinelearnflx
@kellieroswick
@glaciarblue
@joshollegien
@nancyrubin

Top Tweeters in G2:
@marshawright
@arkangelscrap
@sectest9
@deejayiwan
@lorimoreno
@fintechna
@feldart
@cultiv8hope
@marshacollier
@amazingchevvolt

Top Tweeters in G3:
@villamizaritpro
@thestartupper
@nishant_shastry
@infopronetwork
@freshsalis
@blkchninstitute
@jobzbot
@busrep
@tweetchristo
@realcoreyengel

Top Tweeters in G4:
@revolution_fr
@startupnws
@daily_express
@humbertozamorar
@sufiy
@trippbraden
@twilli2861
@gothsexygina
@amartino
@spirosmargaris

Top Tweeters in G5:
@marino29b
@lelkan
@biconnections
@mashable
@africaupdates
@julienramauge
@gregbjenkins
@bdsharmas
@mediapython
@mmvsantiago

Top Tweeters in G6:
@talentculture
@animal
@hrcurator
@ene3112
@siliconrepublic
@kevinwgrossman
@roshaundadgreen
@webexpert1971
@jacobm
@hrdigitalbe

Top Tweeters in G7:
@mithu796311
@arunbajpairajan
@ajaypandey__
@dinu_speaks
@billnigh
@guardian
@neeta_pankaj
@business
@mayankforbjp
@ajaykushwaha_

Top Tweeters in G8:
@jornalistavitor
@johnpeavoy
@drskharlamov
@kirkdborne
@glengilmore
@adamoprogresso
@shellypalmer
@usagreat88
@ianadastra
@krahman

Top Tweeters in G9:
@aibexint
@claudiacostin
@themominatrixx
@mianseh
@nightingal_news
@academiclounge
@pdrini_guardian
@whitefordpeter
@csis
@alansherry1

Top Tweeters in G10:
@chidambara09
@agedchild003
@inc
@debbiec50234788
@fastcompany
@thekaushalsoni
@ssxman2
@zuzudotai
@myriamozon
@martincouzins


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