futureofwork , Twitter, 11/27/2019 5:12:12 PM, 217502


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futureofwork _2019-11-26_19-00-43.xlsx
futureofwork _2019-11-26_19-00-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 27, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/37CtRXr
@haroldsinnott
@mikequindazzi
@jeremy972i
@netclubj1
@wef
@ronald_vanloon
@ilo
@mit_ide
@chidambara09
@evankirstel

Top hashtags:
#futureofwork
#ai
#iot
#artificialintelligence
#robotics
#tech
#automation

Description:
Description
The graph represents a network of 3,989 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, 27 November 2019 at 03:02 UTC.

The requested start date was Monday, 25 November 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 3-day, 1-hour, 59-minute period from Thursday, 21 November 2019 at 23:00 UTC to Monday, 25 November 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 : 3989
Unique Edges : 7663
Edges With Duplicates : 3535
Total Edges : 11198
Number of Edge Types : 3
Mentions : 10151
Tweet : 969
Replies to : 78
Self-Loops : 969
Reciprocated Vertex Pair Ratio : 0.0312067446835284
Reciprocated Edge Ratio : 0.0605247101891397
Connected Components : 537
Single-Vertex Connected Components : 236
Maximum Vertices in a Connected Component : 2660
Maximum Edges in a Connected Component : 9662
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.634233
Graph Density : 0.000515145335731436
Modularity : 0.534592
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,989 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, 27 November 2019 at 03:02 UTC.

The requested start date was Monday, 25 November 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 3-day, 1-hour, 59-minute period from Thursday, 21 November 2019 at 23:00 UTC to Monday, 25 November 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:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213243
[19] https://www.youtube.com/watch?v=sBglJdIp52o

[18] https://www.forbes.com/sites/robtoews/2019/11/17/to-understand-the-future-of-ai-study-its-past/
[15] https://medium.com/lightspeed-venture-partners/investing-and-empowering-what-im-focusing-on-800b8e105764
[14] https://insidebigdata.com/2019/11/23/surveillance-capitalism-in-the-new-data-economy/
[13] https://www.forbes.com/sites/gilpress/2019/11/22/top-artificial-intelligence-ai-predictions-for-2020-from-idc-and-forrester/
[13] https://www.cbsnews.com/news/ai-poses-greater-threat-to-college-grads-than-those-without-a-degree/
[12] https://twitter.com/Ronald_vanLoon
[12] https://www.techsling.com/2019/11/4-technology-trends-for-small-businesses-in-2020/
[11] https://images.tmcnet.com/mkt/blast/itexpo/Collaboration-and-UC-at-ITEXPO.html

Top URLs in Tweet in G1:
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213243
[6] https://www.pwc.com/us/en/consumermarkets/assets/pwc-holiday-outlook-wrap-up-health-and-fitness.pdf
[6] https://autome.me/the-future-of-warehouses-lies-in-robotics/
[5] https://visit.figure-eight.com/rs/416-ZBE-142/images/Figure_Eight_State_of_AI_ML.pdf
[5] https://medium.com/p/the-future-of-work-and-ai-7088cf1a8912
[5] https://www.youtube.com/watch?v=sBglJdIp52o

[5] https://www.linkedin.com/pulse/how-ai-impact-your-daily-life-2020s-imtiaz-adam/
[4] https://fortune.com/2019/11/19/artificial-intelligence-will-obliterate-these-jobs-by-2030/
[4] https://www.youtube.com/watch?v=l01VJAan1bo

[4] https://www.forbes.com/sites/forbestechcouncil/2019/09/30/big-data-is-disrupting-the-outsourcing-model-and-its-about-time/

Top URLs in Tweet in G2:
[14] https://www.forbes.com/sites/robtoews/2019/11/17/to-understand-the-future-of-ai-study-its-past/
[11] https://images.tmcnet.com/mkt/blast/itexpo/Collaboration-and-UC-at-ITEXPO.html
[10] https://youtu.be/w6-7nbFfisE
[9] https://insidebigdata.com/2019/11/23/surveillance-capitalism-in-the-new-data-economy/
[9] http://digital-leadership-associates.passle.net/post/102fuef/5-things-chros-must-do-in-their-first-100-days
[8] https://www.citrix.com/blogs/2019/09/17/a-brain-powered-cloud-is-key-to-a-truly-intelligent-workspace/?utm_source=twitter-ctx&utm_medium=socialmedia-paid&utm_campaign=citrixcircle&utm_content=meghanbiro
[8] https://talentculture.com/category/workplace-culture-and-innovation/
[8] https://twitter.com/HaroldSinnott
[8] http://digital-leadership-associates.passle.net/post/102fuuk/why-hr-should-be-leading-digital-transformation-from-the-front
[7] https://www.engadget.com/2019/11/19/sony-ai/

Top URLs in Tweet in G3:
[3] https://www.recruitingbrief.com/frs/12105376/big-brother-in-the-office/email
[3] https://dailytechmonde.blogspot.com/2019/04/les-15-predictions-de-bill-gates-en-1999.html
[2] https://itsinfographics.com
[2] https://www.cornerstoneondemand.com/rework/four-major-factors-crush-curiosity
[2] https://content.td.org/r/60435
[2] https://usingai4hr.com/
[2] https://twitter.com/Gartner_HR/status/1197560401271148545
[2] https://www.visualcapitalist.com/meet-generation-z-the-newest-member-to-the-workforce/?utm_sq=g61xockeq6&utm_source=Twitter&utm_medium=social&utm_campaign=cloud-scale&utm_content=FutureofWork
[2] https://venturebeat.com/2019/11/19/brookings-ai-will-heavily-affect-tech-and-white-collar-jobs/
[2] https://www.forbes.com/sites/gilpress/2019/11/22/top-artificial-intelligence-ai-predictions-for-2020-from-idc-and-forrester/

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1198523138201526272
[1] https://www.verdict.co.uk/top-ai-influencers/
[1] https://twitter.com/Ronald_vanLoon/status/1090738452965089285
[1] https://twitter.com/i/web/status/1198679677738446849
[1] https://catalyst.nejm.org/health-care-ai-systems-changing-delivery/
[1] https://twitter.com/i/web/status/1198753140721541120
[1] https://twitter.com/i/web/status/1198733957518516227
[1] https://www.youtube.com/watch?v=sBglJdIp52o

[1] https://techalliance.ca/western-rbc-team-up-on-data-analytics-ai/
[1] http://tweetedtimes.com/batoolchishti92

Top URLs in Tweet in G5:
[7] https://sloanreview.mit.edu/article/building-effective-corporate-engagement-on-lgbtq-rights/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[5] https://www.technative.io/what-can-businesses-do-to-help-reduce-ai-bias/?linkId=77263519
[3] http://rcnt.eu/m8d2o?linkId=77263563
[2] https://www.breitbart.com/politics/2017/11/30/more-than-30-percent-us-workforce-replaced-automation-2030/?utm_content=bufferc26de&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://hbr.org/2017/01/the-neuroscience-of-trust?linkId=77263740
[2] http://www.forbes.com/sites/theyec/2019/11/13/the-three-types-of-ai-companies/?linkId=77263674
[2] https://vanguardblog.com/2017/11/01/robots-will-build-better-jobs/?utm_content=buffer34811&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.edutopia.org/article/encouraging-sense-gratitude-students
[2] https://qz.com/1737182/how-parents-spend-time-with-kids-as-they-grow-up-in-charts/
[2] https://www.npr.org/2019/10/01/766112083/undocumented-mentally-ill?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G6:
[10] https://www.youtube.com/watch?v=sBglJdIp52o

[9] https://www.cbsnews.com/news/ai-poses-greater-threat-to-college-grads-than-those-without-a-degree/
[7] https://www.inverse.com/article/61070-automation-ai-white-collar-jobs-finance-tech
[4] https://connectedworld.com/sam-george-the-state-of-iot-cloud-edge-and-ai/
[4] https://twitter.com/Ronald_vanLoon
[3] https://constructech.com/manufactured-housing-a-green-alternative/
[3] https://www.analyticsinhr.com/blog/hr-data-sets-people-analytics/?utm_content=bufferd18d0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://constructech.com/article/women-in-construction-fall-2019/
[2] https://constructech.com/ai-training-and-training-with-ai/
[2] https://www.analyticsinhr.com/blog/human-resources-information-system-hris/?utm_content=buffer755c9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[9] https://www.facebook.com/MITInclusiveInnovationChallenge/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217054
[1] https://andina.pe/agencia/noticia-startup-peruana-gana-competencia-mundial-tecnologia-del-mit-775966.aspx
[1] https://twitter.com/MIT_IIC/status/1197668368930590720
[1] https://twitter.com/mit_iic/status/1197664497051164672
[1] https://twitter.com/MIT_IIC/status/1197532007510740998

Top URLs in Tweet in G8:
[3] https://ignasibeltran.com/2019/11/20/el-derecho-a-la-desconexion-digital-ponencia/
[1] https://twitter.com/FCampalans/status/1197649178811404288
[1] https://twitter.com/i/web/status/1198687595208859648
[1] https://twitter.com/i/web/status/1198689112422801411
[1] https://ignasibeltran.com/2018/12/09/employment-status-of-platform-workers-national-courts-decisions-overview-australia-brazil-chile-france-italy-united-kingdom-united-states-spain/#%C3%ADndice

Top URLs in Tweet in G9:
[10] http://youtu.be/7Ti9az7GrxA
[3] https://overcast.fm/+SIufo7BqI/11:09
[3] https://twitter.com/ExchangeSeva/status/1183818550726647808
[3] https://21stcenturyhr.fireside.fm/ep34-asana-head-of-people-operations-anna-binder-business-acumen-in-hr
[3] http://ow.ly/Suqo50x5vJ0
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216445
[2] https://twitter.com/ExchangeSeva/status/1122601154846674944
[2] https://hire.google.com/articles/employee-lifetime-value/
[2] https://hbr.org/ideacast/2019/10/how-companies-like-google-and-alibaba-respond-to-fast-moving-markets
[1] https://www.hrtechnologist.com/articles/strategy/the-future-of-work-is-about-helping-people-get-work-done/?es_p=10611957

Top URLs in Tweet in G10:
[3] http://out.faveeo.com/?url=https://www.techrepublic.com/article/ai-created-3x-as-many-jobs-as-it-killed-last-year/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.fastcompany.com/90432588/new-study-better-educated-workers-will-be-most-affected-by-ai&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://storypartnersdc.com/how-state-policymakers-can-prepare-for-the-future-of-work/&vertical=future-of-work&lang=en&family=en
[1] http://out.faveeo.com/?url=https://www.cio.com/article/3453383/rpa-and-ai-help-adp-work-smarter-and-faster.html&vertical=future-of-work&lang=en&family=en
[1] http://out.faveeo.com/?url=https://www.digitalistmag.com/digital-supply-networks/2019/11/21/tech-unknown-podcast-with-ronald-van-loon-richard-howells-digital-supply-chain-secret-weapon-for-cx-more-06201623&vertical=future-of-work&lang=en&family=en
[1] http://out.faveeo.com/?url=https://www.linkedin.com/pulse/scaling-innovation-whiteboards-versus-maps-bill-schmarzo&vertical=future-of-work&lang=en&family=en
[1] http://out.faveeo.com/?url=http://blog.hubspot.com/marketing/productive-weekend-ideas%23sm.0000b41awd7qmcopykz22sregyzje&vertical=future-of-work&lang=en&family=en
[1] https://twitter.com/i/web/status/1198619630140563456
[1] https://twitter.com/i/web/status/1198706960671158272
[1] https://twitter.com/i/web/status/1198706068161007617

Top Domains
Top Domains in Tweet in Entire Graph:
[410] twitter.com
[130] forbes.com
[106] linkedin.com
[71] youtube.com
[55] dy.si
[46] talentculture.com
[39] medium.com
[36] passle.net
[35] mit.edu
[35] ow.ly

Top Domains in Tweet in G1:
[59] twitter.com
[24] nodexlgraphgallery.org
[16] forbes.com
[13] pwc.com
[11] linkedin.com
[10] medium.com
[10] youtube.com
[10] autome.me
[9] zdnet.com
[6] weforum.org

Top Domains in Tweet in G2:
[134] twitter.com
[84] forbes.com
[46] talentculture.com
[36] passle.net
[35] dy.si
[25] linkedin.com
[17] citrix.com
[13] youtu.be
[11] tmcnet.com
[11] youtube.com

Top Domains in Tweet in G3:
[38] twitter.com
[24] linkedin.com
[7] dy.si
[5] bit.ly
[5] medium.com
[5] citrix.com
[5] innovativeemployeesolutions.com
[5] forbes.com
[5] synctrics.com
[4] ow.ly

Top Domains in Tweet in G4:
[6] twitter.com
[2] tweetedtimes.com
[1] co.uk
[1] nejm.org
[1] youtube.com
[1] techalliance.ca
[1] techsling.com

Top Domains in Tweet in G5:
[10] mit.edu
[6] twitter.com
[6] technative.io
[3] raconteur.net
[3] rcnt.eu
[3] qz.com
[2] breitbart.com
[2] mckinsey.com
[2] visualcapitalist.com
[2] hbr.org

Top Domains in Tweet in G6:
[12] twitter.com
[11] constructech.com
[10] youtube.com
[9] cbsnews.com
[8] t.co
[7] inverse.com
[6] analyticsinhr.com
[5] connectedworld.com
[2] bah.com
[1] weforum.org

Top Domains in Tweet in G7:
[9] facebook.com
[3] nodexlgraphgallery.org
[3] twitter.com
[1] andina.pe

Top Domains in Tweet in G8:
[4] ignasibeltran.com
[3] twitter.com

Top Domains in Tweet in G9:
[14] twitter.com
[10] youtu.be
[5] linkedin.com
[3] hrtechnologist.com
[3] overcast.fm
[3] fireside.fm
[3] ow.ly
[2] nodexlgraphgallery.org
[2] google.com
[2] hbr.org

Top Domains in Tweet in G10:
[11] faveeo.com
[7] twitter.com
[1] wsj.com
[1] eventbrite.com
[1] wired.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3252] futureofwork
[1724] ai
[537] iot
[523] artificialintelligence
[492] robotics
[405] tech
[400] automation
[378] digitaltransformation
[354] innovation
[275] fintech



Top Hashtags in Tweet in G1:
[1110] ai
[1102] futureofwork
[367] robotics
[360] iot
[294] artificialintelligence
[240] automation
[219] fintech
[192] tech
[186] innovation
[182] robots

Top Hashtags in Tweet in G2:
[506] futureofwork
[120] digitaltransformation
[106] ai
[104] tech
[86] enterprise
[82] technology
[77] worktrends
[71] hr
[66] leadership
[59] employeeexperience

Top Hashtags in Tweet in G3:
[285] futureofwork
[40] ai
[36] hr
[22] automation
[20] leadership
[18] technology
[17] fintech
[17] innovation
[16] hrtech
[14] digitaltransformation

Top Hashtags in Tweet in G4:
[159] ai
[100] futureofwork
[92] artificialintelligence
[57] bigdata
[46] machine
[32] 5g
[31] ar
[30] data
[30] iot
[27] internetofthings

Top Hashtags in Tweet in G5:
[72] futureofwork
[26] ai
[15] digitaltransformation
[15] innovation
[14] data
[13] automation
[13] iot
[13] watsontalent
[12] fintech
[12] smartdata

Top Hashtags in Tweet in G6:
[62] futureofwork
[59] ai
[36] iot
[30] artificialintelligence
[25] machinelearning
[25] bigdata
[25] automation
[24] robotics
[21] construction
[20] digitaltransformation

Top Hashtags in Tweet in G7:
[28] techforall
[16] futureofwork
[5] elementsofai
[3] techforgood
[2] ai
[2] mitworkofthefuture
[2] accesoalatecnología
[1] startingupcourse
[1] agros
[1] inclusióndigitalyfinanciera

Top Hashtags in Tweet in G8:
[69] futureofwork
[12] psc
[8] gigeconomy
[4] bigdata
[3] barcelona
[3] socialpillar
[3] socialrights
[3] digitalworkspace
[2] europa
[1] digitaleconomy

Top Hashtags in Tweet in G9:
[45] futureofwork
[29] hrtech
[23] andrewyang
[20] timebanking
[15] edcastfow19
[10] ai
[9] upskilling
[8] hr
[8] demdebate
[8] yanggang

Top Hashtags in Tweet in G10:
[35] futureofwork
[11] automation
[10] industry40
[5] tech
[2] lifelonglearning
[1] customerexperience
[1] rpa
[1] emergingtech
[1] supplychain
[1] cx

Top Words
Top Words in Tweet in Entire Graph:
[4148] Words in Sentiment List#1: Positive
[1278] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[109747] Non-categorized Words
[115173] Total Words
[3252] #futureofwork
[2661] gt
[1720] #ai
[916] mikequindazzi
[537] #iot

Top Words in Tweet in G1:
[2309] gt
[1109] #ai
[1102] #futureofwork
[784] mikequindazzi
[474] haroldsinnott
[367] #robotics
[360] #iot
[325] wef
[294] #artificialintelligence
[240] #automation

Top Words in Tweet in G2:
[506] #futureofwork
[120] #digitaltransformation
[106] #ai
[105] #tech
[103] evankirstel
[98] timothy_hughes
[86] #enterprise
[82] #technology
[77] #worktrends
[74] akwyz

Top Words in Tweet in G3:
[285] #futureofwork
[47] future
[42] work
[40] #ai
[38] gt
[36] #hr
[31] more
[22] #automation
[20] #leadership
[18] learn

Top Words in Tweet in G4:
[176] ronald_vanloon
[158] #ai
[100] #futureofwork
[92] #artificialintelligence
[57] #bigdata
[54] gt
[49] world
[48] mikequindazzi
[47] techinsider
[46] #machine

Top Words in Tweet in G5:
[74] antgrasso
[72] #futureofwork
[71] gt
[41] humans
[40] create
[40] value
[39] skills
[38] economy
[36] needed
[36] navigate

Top Words in Tweet in G6:
[62] #futureofwork
[59] #ai
[46] gt
[36] #iot
[30] #artificialintelligence
[25] #machinelearning
[25] #bigdata
[25] #automation
[24] #robotics
[21] #construction

Top Words in Tweet in G7:
[125] mit_iic
[55] winner
[52] 2019
[50] global
[48] grand
[46] prize
[39] congratulations
[39] category
[29] people
[28] #techforall

Top Words in Tweet in G8:
[96] fcampalans
[69] #futureofwork
[49] feps_europe
[41] eva_granados
[38] socialistes_cat
[36] els
[32] seminari
[29] miqueliceta
[27] social
[26] amb

Top Words in Tweet in G9:
[45] #futureofwork
[33] exchangeseva
[29] #hrtech
[25] prasunjmishra
[25] oraclestartup
[25] sventrepreneur
[25] founding
[24] martinhoyes
[23] #andrewyang
[20] #timebanking

Top Words in Tweet in G10:
[35] #futureofwork
[14] workers
[11] #automation
[10] #industry40
[9] skills
[7] voice
[7] need
[7] research
[6] ai
[6] jobs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1626] gt,gt
[358] mikequindazzi,gt
[181] #artificialintelligence,#ai
[162] #ai,#futureofwork
[150] gt,wef
[144] #enterprise,#tech
[141] #ai,#artificialintelligence
[139] #ai,#robotics
[138] wef,mikequindazzi
[134] mikequindazzi,#ai

Top Word Pairs in Tweet in G1:
[1426] gt,gt
[320] mikequindazzi,gt
[136] gt,wef
[128] wef,mikequindazzi
[119] #ai,#robotics
[119] #artificialintelligence,#ai
[113] #ai,#futureofwork
[109] haroldsinnott,#ar
[106] #ai,#dl
[106] #dl,#ml

Top Word Pairs in Tweet in G2:
[85] #enterprise,#tech
[67] #tech,#technology
[61] #worktrends,#futureofwork
[55] akwyz,#worktrends
[49] #technology,#techtrends
[44] #leadership,#futureofwork
[39] gt,gt
[37] #digitaltransformation,#leadership
[36] global,business
[36] business,disability

Top Word Pairs in Tweet in G3:
[23] gt,gt
[17] future,work
[10] learn,more
[7] collar,jobs
[7] #sukuk,#fintech
[7] #fintech,#futureofwork
[7] #futureofwork,#sustainability
[7] #sustainability,#responsible
[7] #responsible,#economy
[7] #economy,#sustainable

Top Word Pairs in Tweet in G4:
[49] #artificialintelligence,#ai
[47] #futureofwork,#artificialintelligence
[46] #machine,change
[46] change,world
[46] world,construction
[46] construction,techinsider
[46] techinsider,#futureofwork
[45] ronald_vanloon,#machine
[45] #ai,#bigdata
[36] gt,gt

Top Word Pairs in Tweet in G5:
[43] gt,gt
[38] create,value
[36] skills,needed
[36] needed,navigate
[36] navigate,monumental
[36] monumental,shift
[36] shift,economy
[36] economy,humans
[36] humans,create
[35] antgrasso,skills

Top Word Pairs in Tweet in G6:
[30] gt,gt
[22] #ai,#artificialintelligence
[18] #robotics,#automation
[17] #innovation,#robotics
[16] #machinelearning,#bigdata
[15] #5g,#futureofwork
[13] #automation,#ai
[12] #artificialintelligence,#jobs
[12] #jobs,#futureofwork
[11] ai,poses

Top Word Pairs in Tweet in G7:
[51] 2019,mit_iic
[48] mit_iic,global
[48] global,grand
[46] grand,prize
[42] prize,winner
[39] congratulations,2019
[35] mit_iic,congratulations
[24] mit_iic,people
[19] choice,award
[17] people,choice

Top Word Pairs in Tweet in G8:
[25] socialistes_cat,eva_granados
[16] eva_granados,#futureofwork
[15] #futureofwork,celebrem
[15] celebrem,aquest
[15] aquest,seminari
[15] seminari,l'any
[15] l'any,centenari
[15] centenari,l'organització
[15] l'organització,internacional
[15] fcampalans,josemontillaa

Top Word Pairs in Tweet in G9:
[25] exchangeseva,prasunjmishra
[25] prasunjmishra,oraclestartup
[25] oraclestartup,sventrepreneur
[25] sventrepreneur,founding
[19] martinhoyes,exchangeseva
[19] modern,#timebanking
[16] team,winning
[16] innovation,impact
[16] impact,award
[12] #hrtech,#futureofwork

Top Word Pairs in Tweet in G10:
[10] #futureofwork,#industry40
[10] #industry40,#automation
[6] core,believe
[6] believe,#futureofwork
[6] #futureofwork,debate
[6] debate,voice
[6] voice,development
[6] development,deployment
[5] mitgoodcosjobs,core
[4] important,read

Top Replied-To
Top Replied-To in Entire Graph:
@exchangeseva
@kuriharan
@eslyicentre
@ajpmas
@ravenintell
@daigosweden
@sin_b
@grazytgrazynatt
@haroldsinnott
@heinzvhoenen

Top Replied-To in G1:
@kuriharan
@grazytgrazynatt
@worldtrendsinfo
@chboursin
@fisher85m
@jblefevre60
@haroldsinnott
@fayejeff
@heinzvhoenen
@guzmand

Top Replied-To in G2:
@evankirstel
@akwyz

Top Replied-To in G7:
@agros_oficial

Top Replied-To in G8:
@miqueliceta
@eva_granados

Top Replied-To in G9:
@exchangeseva
@ravenintell
@daigosweden

Top Replied-To in G10:
@newamerica

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@haroldsinnott
@wef
@ronald_vanloon
@evankirstel
@antgrasso
@mvollmer1
@mashable
@frronconi
@maxjcm

Top Mentioned in G1:
@mikequindazzi
@haroldsinnott
@wef
@frronconi
@mashable
@maxjcm
@mvollmer1
@ronald_vanloon
@evankirstel
@spirosmargaris

Top Mentioned in G2:
@evankirstel
@timothy_hughes
@akwyz
@ilo
@meghanmbiro
@citrix
@adambowers7
@tamaramccleary
@forbes
@ato

Top Mentioned in G3:
@samirsali13
@connectedwomen
@fisheyebox
@d207listings
@kahootz
@jimstroud
@cloud_scale
@everlearntweets
@identifyingacts

Top Mentioned in G4:
@ronald_vanloon
@techinsider
@mikequindazzi
@welcomeai
@nowthisnews
@citrix
@wef
@carisastring
@futurism
@haroldsinnott

Top Mentioned in G5:
@antgrasso
@ume_kyd
@mikequindazzi
@lindagrass0
@ibmwatsontalent
@technative
@fisher85m
@mckinsey_mgi
@raconteur
@mitsmr

Top Mentioned in G6:
@thefuturist007
@nigewillson
@connectedwmag
@constructechtv
@hersheycompany
@samjgeorge
@azure
@it_chronicles
@thevrara
@thebundlar

Top Mentioned in G7:
@mit_iic
@reak
@tiendapago
@tinytotos
@agros_oficial
@reaktornow
@jobgetapp
@mit_ide
@helsinkiuni
@gusse

Top Mentioned in G8:
@fcampalans
@feps_europe
@socialistes_cat
@eva_granados
@mjrodrigueseu
@miqueliceta
@josemontillaa
@ferrancamasroda
@eniubo
@frc

Top Mentioned in G9:
@prasunjmishra
@oraclestartup
@sventrepreneur
@founding
@martinhoyes
@exchangeseva
@edcast
@david_green_uk
@karlmehta
@plevinson

Top Mentioned in G10:
@oecd_washington
@aspenfuturework
@mollykinder
@mitgoodcosjobs
@futureof_work
@opptyatwork
@aflcio
@mit_ide
@newamerica
@andrew4mk

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@easy_branches
@sectest9
@robre62
@nosqldigest
@edinburghwatch
@annemariayritys
@gamergeeknews
@startupsbot
@deejayiwan

Top Tweeters in G1:
@arkangelscrap
@easy_branches
@annemariayritys
@gamergeeknews
@deejayiwan
@evankirstel
@chidambara09
@lorimoreno
@businessinsider
@clairebotai

Top Tweeters in G2:
@sectest9
@karlos_240
@zimei_no_ri
@iam__network
@ramikantari
@richsimmondsza
@oasismountain
@akwyz
@andrewmorrisuk
@onang_pribadi

Top Tweeters in G3:
@frelancewkguide
@dev_discourse
@erecnigeria
@jobhopjulie
@pes_poa
@olusegunmedupin
@theledge80
@big3consulting3
@jimstroud
@empowerelle

Top Tweeters in G4:
@yvesmulkers
@enrirosasdiaz
@michael_kunz
@nowthisnews
@serpil_ozguven
@paisa7
@jayeshmthakur
@blamin
@iangertler
@alfredsunil

Top Tweeters in G5:
@qz
@ene3112
@breitbartnews
@alybraly
@darioandriani
@jctoyzhut
@noikeanolife
@javierspanic
@harvardbiz
@industryai

Top Tweeters in G6:
@nosqldigest
@bayiskendr
@metropulseusa
@sachatb
@machine_ml
@manifattura40
@ilovegalois
@cephalopodluke2
@brainroaring
@msarozz

Top Tweeters in G7:
@agencia_andina
@venom19c
@mlstotts
@vijramachandran
@villekoiste
@amcafee
@puigcarlos
@erikbryn
@deeva_lita
@lxrksns

Top Tweeters in G8:
@guillermoesnal
@ugt_comunica
@salvadorpastorb
@xpineda
@pilcrespher
@socialistes_cat
@marinu77
@financeandkm
@ernestortegalh
@piolet_ramon

Top Tweeters in G9:
@lars
@founding
@jasonaverbook
@david_green_uk
@kpmg_us
@shweta_hr
@cornerstoneinc
@workday
@icims
@stanford

Top Tweeters in G10:
@alvinlindsay21
@justbementalist
@jameschurchman
@aflcio
@itskac
@zakouts84
@astrologic007
@greenhousenyt
@newamerica
@urga_a