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futureofwork _2018-05-08_07-46-41.xlsx
futureofwork _2018-05-08_07-46-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 08, 2018
Short Description:
futureofwork via NodeXL http://bit.ly/2KMkFnJ
@key_paragon
@mikequindazzi
@helene_wpli
@_r_block
@guzmand
@ipfconline1
@ianknowlson
@digitalhrtech
@david_green_uk
@wef

Top hashtags:
#futureofwork
#ai
#digitaltransformation
#iot
#robots
#fintech
#hr
#ml
#rpa

Description:
Description
The graph represents a network of 3,967 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, 08 May 2018 at 14:48 UTC.

The requested start date was Tuesday, 08 May 2018 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 6-hour, 2-minute period from Wednesday, 02 May 2018 at 17:53 UTC to Monday, 07 May 2018 at 23:56 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 : 3967
Unique Edges : 7198
Edges With Duplicates : 2936
Total Edges : 10134
Number of Edge Types : 3
Mentions : 9050
Tweet : 1037
Replies to : 47
Self-Loops : 1037
Reciprocated Vertex Pair Ratio : 0.0226312201772324
Reciprocated Edge Ratio : 0.0442607652313025
Connected Components : 433
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 2939
Maximum Edges in a Connected Component : 8752
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.361407
Graph Density : 0.000476764878579089
Modularity : 0.566794
NodeXL Version : 1.0.1.396

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[165] https://www.blockercon.com/speakers
[40] https://www.stoodnt.com/blog/how-to-get-data-science-and-machine-learningai-jobs-how-to-become-a-data-scientist/?utm_content=buffer45933&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[29] http://sloanreview.mit.edu/article/leading-analytics-teams-in-changing-times/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[27] http://ipfconline.fr/blog/2017/08/09/implications-of-ai-and-robots-on-the-future-of-work/?utm_content=bufferad35a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[25] https://lb.appian.com/digital-transformation/infographic-dt-5-dt-predictions-2018?lx=QdGQi3&utm_content=buffer7029e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[21] http://dy.si/wa3dL
[20] https://www.weforum.org/agenda/2018/02/the-rising-speed-of-technological-adoption/
[19] https://www.weforum.org/agenda/2018/02/these-are-the-best-countries-and-cities-for-attracting-and-developing-talent
[18] https://sloanreview.mit.edu/article/a-new-approach-to-designing-work/?social_token=e5ffd524ab3820bb666ec42122c52079&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[17] https://www.zeit.de/2018/18/zukunft-arbeit-kuenstliche-intelligenz-herausforderungen

Top URLs in Tweet in G1:
[20] https://www.weforum.org/agenda/2018/02/the-rising-speed-of-technological-adoption/
[17] https://www.weforum.org/agenda/2018/02/these-are-the-best-countries-and-cities-for-attracting-and-developing-talent
[14] https://www.stoodnt.com/blog/how-to-get-data-science-and-machine-learningai-jobs-how-to-become-a-data-scientist/?utm_content=buffer45933&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] http://sloanreview.mit.edu/article/leading-analytics-teams-in-changing-times/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[11] https://www.investmentbank.barclays.com/our-insights/robots-at-the-gate.html?cid=disp_sc09e00v05m54USpa02pv8154
[8] http://www.handelsblatt.com/finanzen/banken-versicherungen/erfolgreicher-testlauf-schweizer-bank-ersetzt-mitarbeiter-durch-roboter/21245596.html
[7] http://okt.to/8xgTXN
[7] https://www.trepup.com/addonsolutions1/post/1286456
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=150215
[6] http://ipfconline.fr/blog/2017/08/09/implications-of-ai-and-robots-on-the-future-of-work/?utm_content=bufferad35a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[21] https://www.stoodnt.com/blog/how-to-get-data-science-and-machine-learningai-jobs-how-to-become-a-data-scientist/?utm_content=buffer45933&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[20] https://lb.appian.com/digital-transformation/infographic-dt-5-dt-predictions-2018?lx=QdGQi3&utm_content=buffer7029e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[19] http://ipfconline.fr/blog/2017/08/09/implications-of-ai-and-robots-on-the-future-of-work/?utm_content=bufferad35a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] http://sloanreview.mit.edu/article/leading-analytics-teams-in-changing-times/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[14] https://sloanreview.mit.edu/article/a-new-approach-to-designing-work/?social_token=e5ffd524ab3820bb666ec42122c52079&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[13] https://thetempest.co/2017/04/24/news/tech-money/automation-really-killing-jobs/?utm_content=bufferbb2b5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://apiumhub.com/tech-blog-barcelona/ai-impacts-tech-industry/
[9] http://ipfconline.fr/blog/2017/11/28/the-best-of-jobs-by-2020/?utm_content=buffer02717&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://sloanreview.mit.edu/article/are-innovative-companies-more-profitable/
[6] 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

Top URLs in Tweet in G3:
[5] https://www.linkedin.com/pulse/new-definition-jobs-future-work-enrique-rubio-pmp-csm
[4] https://community.arubanetworks.com/t5/Technology-Blog/Zombie-Free-Zone/ba-p/404743?utm_source=Social&utm_medium=Twitter&utm_campaign=Organic&utm_content=Digital_Workplace
[3] https://www.forbes.com/sites/sunniegiles/2018/04/29/an-unconventional-new-job-description-for-every-ceo-in-a-complex-age/#7f36897939f9
[3] https://www.linkedin.com/pulse/5-best-hbr-articles-organizational-network-analysis-shwetha-pai/
[3] http://www.trainingjournal.com/articles/features/top-tips-engaging-modern-learner
[3] https://twitter.com/hrcurator/status/992728111325179908
[3] https://www.facebook.com/MercerInsights/videos/10156329756539605/
[3] http://dy.si/oxcFK
[3] http://okt.to/OmF7mf
[3] https://hbr.org/cover-story/2017/07/the-business-of-artificial-intelligence

Top URLs in Tweet in G4:
[162] https://www.blockercon.com/speakers
[4] https://www.digitalhrtech.com/must-read-digital-hr-tech-articles-april-2018/
[2] http://bit.ly/2r8aEIC
[2] https://medium.com/r-block-blog/team-announcement-dimitar-popov-software-engineer-joins-r-block-920f9e556fc9
[2] https://www.digitalhrtech.com/blockchain-hr-challenges-applications-future-of-work/
[1] https://medium.com/@DevinFidler/heres-how-managers-can-be-replaced-by-software-f80a7022ba3b
[1] https://twitter.com/i/web/status/991751174905827328
[1] https://www.digitalhrtech.com/ai-in-hr-impact-adoption-automation/
[1] https://twitter.com/i/web/status/993565131660582914
[1] https://medium.com/blockchain-and-the-distributed-workforce/building-future-companies-8f090d31416f

Top URLs in Tweet in G5:
[3] https://www.youtube.com/watch?v=RhMPKz4QzW4

[3] https://soundcloud.com/weshapelab
[2] http://www.marginalia.online/as-ai-shapes-the-future-of-work-employers-focus-on-human-skills-and-employees-crave-jobs-with-purpose/?es_p=6685041
[2] https://paper.li/WestcountryHR/1494850788?edition_id=bcc26130-5127-11e8-a287-002590a5ba2d
[2] https://www.mercer.com/our-thinking/healthy-wealthy-and-work-wise.html?utm_medium=social&utm_campaign=financial-security&utm_content=healthy-wealthy-workwise%EF%BB%BF
[2] ?utm_source=twitter&utm_medium=social&utm_campaign=mercer_latam_investments
[2] http://connectedgovernance.com
[1] https://lnkd.in/ewpwdQY
[1] https://www.forbes.com/sites/sap/2017/09/17/digital-transformation-through-mobile-analytics/
[1] http://bit.ly/2rfFv5X

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/993214225601343489
[1] https://twitter.com/i/web/status/993227766957920256
[1] https://twitter.com/i/web/status/993245649238806529
[1] https://twitter.com/i/web/status/993278814221352961
[1] https://twitter.com/i/web/status/993225146746814464
[1] https://twitter.com/i/web/status/993228889643147265
[1] https://twitter.com/i/web/status/993271498394628096
[1] https://twitter.com/i/web/status/993233628241915904
[1] https://twitter.com/i/web/status/993229673856286720
[1] https://twitter.com/i/web/status/993287698000433152

Top URLs in Tweet in G7:
[4] https://www.digitalhrtech.com/hr-tech-conferences-2018/
[3] https://www.hrtechnologist.com/amp/news/strategy/akt-solutions-launches-hr-tech-startup-accelerator-called-aktlabs/
[3] https://talentconnectvivatechnology.com/?q=thales&hPP=30&idx=manpower_viva_jobs_production&p=0&is_v=1#section-search
[2] http://www.goavrio.com/?utm_campaign=Unleash_Vegas&utm_content=71073250&utm_medium=social&utm_source=twitter
[2] http://www.goavrio.com/?utm_campaign=Unleash_Vegas&utm_content=71075155&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/993561281004212224
[1] https://twitter.com/i/web/status/993563677885427712
[1] http://cporising.com/tag/contingent-workforce-weekly-podcast/?platform=hootsuite
[1] http://ow.ly/31X630jNAZR
[1] https://www.hrmonline.ca/hr-general-news/i-dont-think-hr-professionals-are-doing-enough-to-adapt-to-the-future-of-work-241749.aspx?utm_source=hrtechsummit&utm_medium=social-organic&utm_campaign=news-promo&utm_term=hrtechsummit-hrdcanada

Top URLs in Tweet in G8:
[3] https://www.forbes.com/sites/forbescoachescouncil/2017/11/03/jobs-ai-and-automation-what-you-need-to-know/#488092e3cb5c
[2] http://www.investedineurope.eu/our-stories/grow/
[2] https://www.forbes.com/sites/gradsoflife/2018/04/25/the-rewards-of-inclusive-innovation/
[2] https://news.walmart.com/2018/04/24/making-it-work-google-and-walmart-fund-innovators-in-workforce-development
[2] https://www.forbes.com/sites/adigaskell/2018/04/18/automation-ethics-and-accountability-of-ai-systems/#1baa6ce83bc4
[1] https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/eight-shifts-that-will-take-your-strategy-into-high-gear?cid=other-eml-nsl-mkq-mck-oth-1805&hlkid=20ee536132e44f5dbc2afcae8002aac5&hctky=10025894&hdpid=5767ad8b-bf52-4971-8322-d74e8537c106
[1] https://www.forbes.com/sites/forbescoachescouncil/2018/05/07/how-businesses-and-educators-can-unite-to-create-stronger-workforces/#7fd849757b05
[1] http://www.abc.net.au/radionational/programs/sundayextra/2018-05-06/9728538
[1] https://twitter.com/i/web/status/993151474589929477
[1] https://www.governor.ny.gov/news/governor-cuomo-announces-winners-new-york-state-p-tech-awards

Top URLs in Tweet in G9:
[2] https://twitter.com/spenceroverton/status/993516501947895808
[1] https://twitter.com/i/web/status/993516501947895808
[1] https://www.youtube.com/watch?v=ItihrPELgkA&link_id=2&can_id=7f5b61068f077c1e5b9f0bd91b3fac7c&source=email-leading-the-future-of-work&email_referrer=email_346551&email_subject=leading-the-future-of-work

[1] https://www.project-syndicate.org/c/z7eAJ5T
[1] https://twitter.com/i/web/status/992020286525624321
[1] https://www.washingtonpost.com/business/economy/now-hiring-for-a-one-day-job-the-gig-economy-hits-retail/2018/05/04/2bebdd3c-4257-11e8-ad8f-27a8c409298b_story.html?tid=ss_tw&utm_term=.8b5ea494ca48&utm_source=social&utm_medium=Hootsuite&utm_campaign=UFCW
[1] https://twitter.com/i/web/status/992049282592198656
[1] https://twitter.com/i/web/status/991373187912011776
[1] https://www.mckinsey.com/business-functions/organization/our-insights/getting-ready-for-the-future-of-work?utm_content=buffer3a728&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[14] https://www.cognizant.com/perspectives/21-jobs-of-the-future?utm_source=twitter&utm_medium=social&utm_campaign=&sf88138334=1
[4] https://www.cognizant.com/perspectives/21-jobs-of-the-future?utm_source=Social&utm_content=&utm_campaign=ThoughtLeadership
[3] https://www.cognizant.com/perspectives/beyond-goodwill-how-diversity-and-inclusion-drives-business-success?utm_source=twitter&utm_medium=social&utm_campaign=&sf88093351=1
[2] http://www.futureofwork.com/article/the-future-of-ar-popstars-and-abbatars
[1] https://www.cognizant.com/perspectives/the-future-of-it-infrastructure
[1] https://cogniz.at/2KxH88b
[1] https://twitter.com/i/web/status/991909000395546624
[1] https://twitter.com/i/web/status/987330052407771137
[1] https://channels.theinnovationenterprise.com/articles/a-lesson-from-english-rugby?sf88054533=1
[1] https://twitter.com/i/web/status/993362315335659520

Top Domains
Top Domains in Tweet in Entire Graph:
[771] twitter.com
[165] blockercon.com
[87] mit.edu
[76] bit.ly
[70] paper.li
[64] linkedin.com
[54] dy.si
[52] weforum.org
[40] stoodnt.com
[39] ipfconline.fr

Top Domains in Tweet in G1:
[124] twitter.com
[47] weforum.org
[21] mit.edu
[17] okt.to
[16] paper.li
[14] stoodnt.com
[13] linkedin.com
[11] bit.ly
[11] barclays.com
[9] biletino.com

Top Domains in Tweet in G2:
[62] twitter.com
[57] mit.edu
[28] ipfconline.fr
[21] stoodnt.com
[20] appian.com
[13] thetempest.co
[12] apiumhub.com
[11] acuvate.com
[9] youtube.com
[5] buff.ly

Top Domains in Tweet in G3:
[64] twitter.com
[26] dy.si
[25] mercer.com
[24] bit.ly
[20] linkedin.com
[10] okt.to
[6] analyticsinhr.com
[5] hbr.org
[5] webex.com
[4] forbes.com

Top Domains in Tweet in G4:
[162] blockercon.com
[7] digitalhrtech.com
[4] medium.com
[2] bit.ly
[2] twitter.com
[1] slideshare.net
[1] youtu.be

Top Domains in Tweet in G5:
[107] twitter.com
[13] linkedin.com
[12] paper.li
[8] youtube.com
[4] forbes.com
[4] co.uk
[3] bit.ly
[3] instagram.com
[3] dy.si
[3] deloitte.com

Top Domains in Tweet in G6:
[49] twitter.com

Top Domains in Tweet in G7:
[8] twitter.com
[5] digitalhrtech.com
[4] goavrio.com
[3] hrtechnologist.com
[3] talentconnectvivatechnology.com
[1] cporising.com
[1] ow.ly
[1] hrmonline.ca
[1] hrtechnologynews.com
[1] theglobeandmail.com

Top Domains in Tweet in G8:
[13] forbes.com
[5] twitter.com
[2] investedineurope.eu
[2] bit.ly
[2] walmart.com
[1] mckinsey.com
[1] net.au
[1] ny.gov
[1] hrdive.com
[1] buff.ly

Top Domains in Tweet in G9:
[6] twitter.com
[1] youtube.com
[1] project-syndicate.org
[1] washingtonpost.com
[1] mckinsey.com

Top Domains in Tweet in G10:
[22] cognizant.com
[3] cogniz.at
[3] twitter.com
[2] futureofwork.com
[1] theinnovationenterprise.com
[1] spr.ly
[1] splashthat.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2993] futureofwork
[1259] ai
[496] digitaltransformation
[489] iot
[482] robots
[414] fintech
[297] hr
[295] ml
[257] rpa
[235] robotics



Top Hashtags in Tweet in G1:
[901] futureofwork
[567] ai
[244] iot
[236] robots
[190] robotics
[169] fintech
[157] countries
[148] digitaltransformation
[142] talent
[124] artificialintelligence

Top Hashtags in Tweet in G2:
[386] ai
[376] futureofwork
[211] robots
[202] digitaltransformation
[196] fintech
[167] rpa
[154] iot
[147] ml
[134] dl
[79] innovation

Top Hashtags in Tweet in G3:
[272] futureofwork
[91] hr
[34] ai
[26] digitaltransformation
[22] innovation
[22] smarterhr
[20] oilandgas
[17] orgdev
[17] leadership
[16] technology

Top Hashtags in Tweet in G4:
[165] blockchain
[28] techtuesday
[13] futureofwork
[7] hr
[5] tech
[5] hrm
[4] hrtech
[4] bigdata
[2] rblock
[2] workidentity

Top Hashtags in Tweet in G5:
[159] futureofwork
[21] hr
[17] leadership
[17] ai
[13] strategy
[12] digitaltransformation
[9] leader
[8] digital
[8] technology
[8] tech

Top Hashtags in Tweet in G6:
[55] futureofwork
[36] usow2018
[2] equalpay
[2] uso2018
[2] usow18
[1] preach
[1] stateofwomen
[1] notbuyingit
[1] chikesiaclemons
[1] paydata

Top Hashtags in Tweet in G7:
[49] futureofwork
[40] hrtech
[30] workforce
[24] human
[24] machines
[23] ai
[21] hr
[20] mindset
[20] collaboration
[16] vivathales

Top Hashtags in Tweet in G8:
[44] futureofwork
[15] ai
[8] startups
[6] digitaltransformation
[5] jobs
[4] thinkau
[4] fintech
[3] hr
[3] fpb
[3] rpa

Top Hashtags in Tweet in G9:
[30] futureofwork
[6] murphytalks
[5] etdc
[4] ai
[3] 3dprinting
[2] productivity
[2] workers
[1] fredrolando
[1] 1u
[1] ideasatwork

Top Hashtags in Tweet in G10:
[55] futureofwork
[26] ai
[18] digitaltransformation
[18] know18
[14] machinelearning
[8] automation
[3] diversity
[3] politicotech
[3] topemployer
[3] eybadges

Top Words
Top Words in Tweet in Entire Graph:
[3950] Words in Sentiment List#1: Positive
[971] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[102803] Non-categorized Words
[107724] Total Words
[2996] futureofwork
[2039] gt
[1358] ai
[1127] mikequindazzi
[544] robots

Top Words in Tweet in G1:
[1857] gt
[1041] mikequindazzi
[904] futureofwork
[586] ai
[413] wef
[264] robots
[257] iot
[229] future
[193] robotics
[186] haroldsinnott

Top Words in Tweet in G2:
[400] ai
[376] futureofwork
[227] robots
[202] digitaltransformation
[196] helene_wpli
[196] fintech
[167] rpa
[159] ipfconline1
[155] iot
[147] ml

Top Words in Tweet in G3:
[272] futureofwork
[114] hr
[83] mercer
[54] ai
[46] more
[42] work
[42] talent
[40] learn
[39] organizations
[39] future

Top Words in Tweet in G4:
[173] _r_block
[166] blockchain
[163] huddle
[162] thrilled
[162] ali
[162] azam
[162] team
[162] running
[162] blockercon
[31] role

Top Words in Tweet in G5:
[159] futureofwork
[34] work
[33] future
[28] hr
[26] ai
[17] leadership
[15] digital
[15] latest
[15] business
[14] here

Top Words in Tweet in G6:
[86] women
[79] mspackyetti
[71] re
[66] representpledge
[65] black
[65] important
[64] more
[63] waffles
[63] tell
[63] wafflehouse

Top Words in Tweet in G7:
[51] human
[49] futureofwork
[40] hrtech
[30] workforce
[29] vivatech
[26] new
[24] machines
[24] ai
[23] hr
[23] soumyasanto

Top Words in Tweet in G8:
[44] futureofwork
[19] ai
[16] forbes
[11] australia
[11] mit_iic
[8] startups
[8] jobs
[7] opportunity
[7] last
[7] call

Top Words in Tweet in G9:
[30] futureofwork
[19] leisure
[17] fascinating
[17] essay
[17] happens
[17] dividing
[17] lines
[17] between
[17] public
[17] private

Top Words in Tweet in G10:
[70] cognizant
[55] futureofwork
[39] jobs
[26] ai
[22] future
[21] impact
[20] re
[18] top
[18] 5
[18] ways

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[944] gt,gt
[477] mikequindazzi,gt
[337] gt,wef
[270] wef,mikequindazzi
[219] am2dm,metoo
[219] metoo,amjoy
[219] amjoy,ff
[219] ff,fbf
[219] fbf,tbt
[219] np,fbr

Top Word Pairs in Tweet in G1:
[873] gt,gt
[439] mikequindazzi,gt
[323] gt,wef
[257] wef,mikequindazzi
[157] gt,futureofwork
[125] best,countries
[125] countries,cities
[125] cities,attracting
[125] attracting,developing
[125] developing,talent

Top Word Pairs in Tweet in G2:
[135] timeline,ai
[135] ai,started
[135] started,earlier
[135] earlier,think
[135] think,ml
[134] ml,dl
[133] helene_wpli,timeline
[132] dl,rpa
[132] rpa,robots
[103] robots,digitaltransformation

Top Word Pairs in Tweet in G3:
[35] futureofwork,hr
[15] learn,more
[14] thx4rt,fr
[14] fr,hrcurator
[13] global,talent
[11] hr,futureofwork
[10] emtech,next
[10] talent,trends
[10] employee,engagement
[9] future,work

Top Word Pairs in Tweet in G4:
[162] thrilled,ali
[162] ali,azam
[162] azam,team
[162] team,running
[162] running,huddle
[162] huddle,blockercon
[162] blockercon,blockchain
[161] _r_block,thrilled
[28] foxla,steamrole
[28] steamrole,showcased

Top Word Pairs in Tweet in G5:
[15] future,work
[9] leadership,leader
[8] leader,strategy
[6] boardofdirectors,leadership
[5] artificial,intelligence
[4] entrepreneur,startup
[4] engineer,leadership
[4] strategy,meetings
[4] futureoffinance,futureofwork
[4] futureofwork,digitallabor

Top Word Pairs in Tweet in G6:
[63] black,women
[63] women,more
[63] more,important
[63] important,waffles
[63] waffles,mspackyetti
[63] mspackyetti,tell
[63] tell,wafflehouse
[63] wafflehouse,re
[63] re,still
[62] representpledge,black

Top Word Pairs in Tweet in G7:
[21] human,machine
[20] new,mindset
[20] mindset,collar
[20] collar,workforce
[20] workforce,comes
[20] comes,human
[20] human,machines
[20] machines,collaboration
[20] collaboration,ready
[20] ready,human

Top Word Pairs in Tweet in G8:
[7] last,call
[7] call,startups
[7] startups,remportez
[7] remportez,1
[7] 1,millions
[7] millions,participant
[7] participant,au
[7] au,mit_iic
[7] mit_iic,et
[7] et,boostez

Top Word Pairs in Tweet in G9:
[17] fascinating,essay
[17] essay,happens
[17] happens,dividing
[17] dividing,lines
[17] lines,between
[17] between,public
[17] public,private
[17] private,divide
[17] divide,leisure
[16] armineyalnizyan,fascinating

Top Word Pairs in Tweet in G10:
[18] top,5
[18] 5,ways
[18] ways,technology
[18] technology,impact
[18] impact,futureofwork
[18] futureofwork,2020
[18] 2020,digitaltransformation
[18] digitaltransformation,know18
[17] cognizant,top
[14] ai,change

Top Replied-To
Top Replied-To in Entire Graph:
@mercer
@adamtreitler
@influentialdeb
@robotics
@entrepreneur
@a_r_biancardi
@self_driving_ai
@ramonray
@reillyusa
@iotbigdata

Top Replied-To in G1:
@influentialdeb
@tamaramccleary
@adamtreitler
@helene_wpli
@haroldsinnott
@iotbigdata
@harry_robots
@eric_scott_bots
@vm_software
@ronald_vanloon

Top Replied-To in G2:
@self_driving_ai
@datatalentrec
@shaunstahl_
@janicebg
@stevesi

Top Replied-To in G3:
@mercer
@credly
@albertoloyolam
@socratesai
@adamtreitler

Top Replied-To in G6:
@aclu
@lenoralapidus

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@wef
@helene_wpli
@haroldsinnott
@ipfconline1
@_r_block
@blockercon
@guzmand
@raulorozco
@m

Top Mentioned in G1:
@mikequindazzi
@wef
@haroldsinnott
@helene_wpli
@m
@toyota
@cnbc
@guzmand
@antgrasso
@ipfconline1

Top Mentioned in G2:
@helene_wpli
@ipfconline1
@guzmand
@psb_dc
@microsoft
@satyanadella
@startgrowthhack
@mikequindazzi
@strat_ai
@mitsmr

Top Mentioned in G3:
@mercer
@hrcurator
@david_green_uk
@techreview
@deloittetalent
@meghanmbiro
@jeannieymullen
@bendiek
@gocatalant
@erubio_p

Top Mentioned in G4:
@_r_block
@blockercon
@foxla
@clarencewooten
@rolecoin
@digitalhrtech
@andyspence
@devinfidler
@bwarburg

Top Mentioned in G5:
@liquidhub
@jjcaspell
@bluestarjets

Top Mentioned in G6:
@mspackyetti
@representpledge
@wafflehouse
@usowomen
@tolulawrence
@womerang
@mrodcd7
@equalpay2dayorg
@aclu
@npwf

Top Mentioned in G7:
@vivatech
@soumyasanto
@thalesemploi
@peoplecsc
@unleashgroup
@goavrio
@hrtechsummit
@pitchyprod
@manpowergroupfr
@right_france

Top Mentioned in G8:
@forbes
@mit_iic
@google
@bpifrancehub
@googleorg
@ibm
@opptyatwork
@mit_ide
@eynews
@walmarttoday

Top Mentioned in G9:
@armineyalnizyan
@richardtrumka
@ufcw
@spenceroverton
@conway_maureen
@aflcio
@publicknowledge
@jointcenter
@repmarktakano
@rweingarten

Top Mentioned in G10:
@cognizant
@malcolm_m_frank
@euandavis
@iegroup
@topemployer
@goodwillsp
@cognizantthink
@benjaminpring
@mercer_us
@tamaramccleary

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@jamesroy
@nosqldigest
@piyuanker12
@sectest9
@roomeezon
@tech_sharer
@alevergara78
@lorimoreno
@evankirstel

Top Tweeters in G1:
@nosqldigest
@sectest9
@alevergara78
@evankirstel
@itknowingness
@stingraytwo
@billnigh
@curationsuite
@bot_innovation
@youbrandinc

Top Tweeters in G2:
@arkangelscrap
@piyuanker12
@zippylab
@pvalsfr
@fintechna
@gamergeeknews
@marshacollier
@torillo59
@kimgarst
@data_nerd

Top Tweeters in G3:
@roomeezon
@rosenchild
@lastampa
@onang_pribadi
@meghanmbiro
@dcarsoncpa
@talentculture
@martingaedt
@hrcurator
@samakinlotan

Top Tweeters in G4:
@foxla
@anthonyjemmett
@arrowsportsllc
@ministeronline
@quinone_443
@iamsaramaner
@buddhaforrmary
@g_armadillo
@tiiajarviluoma
@bdt_systems

Top Tweeters in G5:
@dj_shaily
@nathealings
@joesegal
@tweetchristo
@dculberhouse
@glengilmore
@tcrawford
@patauren
@icreateinc2
@big3consulting3

Top Tweeters in G6:
@ligayaloyola
@charluv2011
@ciocia
@22c0in
@cindyfsolomon
@caffeinehusky
@betterw05759703
@diamondbythebay
@flawlesoverdose
@easaint

Top Tweeters in G7:
@globeandmail
@torrecavallaro
@saurabhturakhia
@hrdigitalbe
@king_paulie
@thalesemploi
@blasnavara
@toptechstaffing
@lvictorfaulkner
@changeonslejeu

Top Tweeters in G8:
@forbes
@pennytindall
@fredhermelin
@google
@dez_blanchfield
@milosdjukic011
@bebeeembassy
@larryboyer
@slaughteram
@adigaskell

Top Tweeters in G9:
@donahuejm
@rweingarten
@pajjr2016
@symonsez13
@aflcio
@elainesgems
@sparkyofalberta
@eamorris_
@aftunion
@jennifermcclure

Top Tweeters in G10:
@raumunz
@5914f38359c44d2
@atuldarne
@zzeeehhhh
@saipathudut
@nicanorrlima
@farisabakar2
@cognizant
@clesiobh
@eldasaleslife