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futureofwork _2019-01-15_06-03-48.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2TV6YH7
@haroldsinnott
@mikequindazzi
@forbes
@helene_wpli
@fca_hq
@thefuturist007
@wef
@julez_norton
@paula_piccard
@mercer

Top hashtags:
#futureofwork
#ai
#iot
#robotics
#artificialintelligence
#digitaltransformation
#bigdata

Description:
Description
The graph represents a network of 3,339 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, 15 January 2019 at 14:05 UTC.

The requested start date was Tuesday, 15 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, 5-hour, 21-minute period from Sunday, 13 January 2019 at 19:39 UTC to Tuesday, 15 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 : 3339
Unique Edges : 6294
Edges With Duplicates : 2712
Total Edges : 9006
Number of Edge Types : 3
Tweet : 1233
Mentions : 7707
Replies to : 66
Self-Loops : 1233
Reciprocated Vertex Pair Ratio : 0.0171714018108024
Reciprocated Edge Ratio : 0.0337630448127686
Connected Components : 563
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 2175
Maximum Edges in a Connected Component : 7608
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.956341
Graph Density : 0.000584626267161284
Modularity : 0.50776
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[129] https://twitter.com/larrykim/status/1083837201920786432/video/1
[85] https://golance.com/signup/r/cdfWN
[60] https://1reddrop.com/2019/01/13/is-artificial-intelligence-about-taking-human-jobs-or-creating-them-what-is-the-future-of-work/
[42] https://www.weforum.org/agenda/2017/12/why-coaching-not-gadgets-is-key-to-getting-the-most-out-of-employees
[22] https://azbigmedia.com/a-look-at-the-future-of-work-and-what-it-means/
[21] https://www.weforum.org/agenda/2018/03/these-are-the-happiest-countries-in-the-world/
[20] https://www.visualcapitalist.com/debunking-8-myths-ai-workplace/
[15] https://www.forbes.com/sites/vishalmarria/2019/01/11/the-future-of-artificial-intelligence-in-the-workplace/#20dcfe0b73d4
[15] http://digital-leadership-associates.passle.net/post/102ewc8/how-ceos-can-effectively-navigate-through-change
[10] https://twitter.com/i/events/1059422408531013633

Top URLs in Tweet in G1:
[45] https://1reddrop.com/2019/01/13/is-artificial-intelligence-about-taking-human-jobs-or-creating-them-what-is-the-future-of-work/
[17] https://twitter.com/larrykim/status/1083837201920786432/video/1
[12] https://www.forbes.com/sites/vishalmarria/2019/01/11/the-future-of-artificial-intelligence-in-the-workplace/#20dcfe0b73d4
[11] https://www.weforum.org/agenda/2018/03/these-are-the-happiest-countries-in-the-world/
[7] https://www.weforum.org/agenda/2017/12/why-coaching-not-gadgets-is-key-to-getting-the-most-out-of-employees
[6] https://news.cgtn.com/news/3d3d514f3555544f31457a6333566d54/share_p.html
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180264
[6] https://www.visualcapitalist.com/debunking-8-myths-ai-workplace/
[5] https://twitter.com/i/events/1059422408531013633
[3] https://www.pwc.com/us/en/services/consulting/library/unlocking-automation-value.html?WT.mc_id=CT10-PL102-DM2-TR1-LS4-ND30-TTAT2-CN_xLoSAutomation-mquisocial&eq=mqui_int

Top URLs in Tweet in G2:
[6] http://decideconsulting.com/what-do-you-want-to-do/
[4] https://www.youtube.com/watch?v=s62ulKCDvu4&feature=youtu.be

[4] https://www.wfacourse.in/ajaysharma/
[3] https://www.sganalytics.com/blog/robotics-manufacturing-operational-model/
[2] https://www.forbes.com/sites/yoavvilner/2018/10/06/the-financial-future-your-freelance-work-with-new-technologies-such-as-blockchain/
[2] http://www.inc.com/marcel-schwantes/first-90-days-how-to-identify-the-future-leaders-of-your-company-right-now.html
[2] Future
[2] of
[2] Remote
[2] https://addlane.com/

Top URLs in Tweet in G3:
[34] https://www.weforum.org/agenda/2017/12/why-coaching-not-gadgets-is-key-to-getting-the-most-out-of-employees
[11] https://www.visualcapitalist.com/debunking-8-myths-ai-workplace/
[7] https://sloanreview.mit.edu/article/a-new-approach-to-designing-work/?social_token=e5ffd524ab3820bb666ec42122c52079&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=152657
[3] https://society20.simplecast.fm/
[3] https://1reddrop.com/2019/01/13/is-artificial-intelligence-about-taking-human-jobs-or-creating-them-what-is-the-future-of-work/
[2] https://www.theguardian.com/commentisfree/2019/jan/04/future-democratise-ai-artificial-intelligence-power
[2] https://www.weforum.org/globalization4/
[2] https://twitter.com/gleechem/status/1084629815129329665
[2] https://twitter.com/larrykim/status/1083837201920786432/video/1

Top URLs in Tweet in G4:
[6] https://www.forbes.com/sites/yoavvilner/2018/10/06/the-financial-future-your-freelance-work-with-new-technologies-such-as-blockchain/#35537a294f9b
[5] https://twitter.com/i/events/1059422408531013633
[3] https://www.sellingsuccess.co.uk/niche-vs-generalist-recruiter/?utm_content=bufferad0af&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.weforum.org/agenda/2019/01/jobs-of-next-20-years-how-to-prepare/
[3] https://twitter.com/larrykim/status/1083837201920786432/video/1
[2] https://globalrecruitmentthoughtleaders.com/
[2] https://www.forbes.com/sites/forbestechcouncil/2018/12/27/why-ai-is-good-news-for-the-human-workforce/#6c996d3f2966
[2] http://twitter.com/statuses/1083771993743335425
[2] https://www.weforum.org/agenda/2019/01/why-humans-will-remain-central-to-the-future-of-work/
[2] https://www.nytimes.com/2019/01/12/us/rural-colleges-money-students-leaving.html

Top URLs in Tweet in G5:
[16] https://azbigmedia.com/a-look-at-the-future-of-work-and-what-it-means/
[7] https://1reddrop.com/2019/01/13/is-artificial-intelligence-about-taking-human-jobs-or-creating-them-what-is-the-future-of-work/
[6] https://www.information-age.com/the-future-of-work-123477886/
[4] https://www.bebee.com/producer/@wayne-yoshida/not-giving-up-life-lessons-from-the-gym
[2] https://www.forbes.com/sites/forbeshumanresourcescouncil/2019/01/11/why-workforce-strategy-wins-in-the-war-for-talent/#15e1d0c21b6e
[2] https://talentculture.com/how-mastercard-is-evolving-payments-for-the-gig-economy/
[2] https://twitter.com/larrykim/status/1083837201920786432/video/1
[2] https://sloanreview.mit.edu/video/using-digital-tools-to-assess-talent/
[2] https://singularityhub.com/2018/12/26/quantum-communication-just-took-a-great-leap-forward/amp/
[2] https://www.fastcompany.com/90287253/cybersecurity-cybercrime-threats-defenses-2019?utm_source=postup&utm_medium=email&utm_campaign=Fast

Top URLs in Tweet in G6:
[104] https://twitter.com/larrykim/status/1083837201920786432/video/1
[10] https://www.weforum.org/agenda/2018/03/these-are-the-happiest-countries-in-the-world/
[1] https://twitter.com/i/web/status/1084608414079115264
[1] https://twitter.com/i/web/status/1083076027201536000
[1] https://twitter.com/i/web/status/1084533072840876039
[1] https://twitter.com/i/web/status/1083838507582394368
[1] https://twitter.com/i/web/status/1084643174918705153
[1] https://twitter.com/i/web/status/1083877784861077504
[1] https://twitter.com/i/web/status/1084895438015213568
[1] https://twitter.com/i/web/status/1084928155935272960

Top URLs in Tweet in G7:
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fhackernoon.com%2Finterview-with-data-scientist-at-kaggle-dr-rachael-tatman-8bc61f9efdb9
[4] https://www.myiv.com/hospital-acquired-infections-hais/
[4] https://www.youtube.com/watch?v=y1NV9ueDGpk&feature=youtu.be

[4] https://twitter.com/GrowUrStartup
[4] https://twitter.com/TamaraMcCleary
[2] https://hackernoon.com/will-robots-take-your-job-96fa3d861f42
[2] http://fortune.com/2019/01/10/automation-replace-jobs/
[2] https://www.techrepublic.com/article/40-of-companies-are-adding-jobs-after-deploying-ai-not-killing-them/
[1] https://twitter.com/i/web/status/1084873096371335170
[1] https://twitter.com/i/web/status/1084918281197228034

Top URLs in Tweet in G8:
[7] https://sloanreview.mit.edu/article/every-leaders-guide-to-the-ethics-of-ai/
[5] https://www.thepeoplespace.com/ideas/articles/four-shortfalls-future-work-predictions
[4] https://www.technologyreview.com/s/612437/what-is-machine-learning-we-drew-you-another-flowchart/
[3] https://www.crforum.co.uk/research-and-resources/research-report-strategic-workforce-analytics/
[3] https://www.linkedin.com/pulse/top-40-hr-people-analytics-articles-2018-david-green/
[3] https://business.linkedin.com/content/dam/me/business/en-us/talent-solutions/talent-intelligence/workforce/pdfs/Final_EMEA_Rise-of-Analytics-Report.pdf
[3] https://www.visier.com/clarity/3-things-we-learned-from-the-age-of-people-analytics-report/
[3] https://corporate-rebels.com/rhythm-of-business/
[3] http://www.insidehr.com.au/transformation-accentures-employee-experience/
[2] https://www.digitalhrtech.com/must-read-digital-hr-tech-articles-december-2018/?utm_content=buffercfad4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[4] https://www.digitalistmag.com/future-of-work/2018/12/13/does-ai-have-conscience-06194958
[2] https://lnkd.in/fX89ZBE
[2] https://www.digitalnomadsoul.com/work-from-home-pros-and-cons/
[2] http://out.faveeo.com/?url=https://robllewellyn.com/digital-business-transformation-tools/&vertical=future-of-work&lang=en
[1] https://twitter.com/i/web/status/1084370789757988864
[1] https://twitter.com/i/web/status/1084689051402133506
[1] https://twitter.com/i/web/status/1084694345981165568
[1] https://twitter.com/i/web/status/1084702053694287872
[1] https://1reddrop.com/2019/01/13/is-artificial-intelligence-about-taking-human-jobs-or-creating-them-what-is-the-future-of-work/
[1] https://twitter.com/i/web/status/1084975151198887936

Top URLs in Tweet in G10:
[1] https://dy.si/dTyZW
[1] http://bit.ly/2OF4oBR
[1] https://dy.si/P8reY
[1] http://bit.ly/2zqFp0b

Top Domains
Top Domains in Tweet in Entire Graph:
[1296] twitter.com
[95] golance.com
[92] weforum.org
[60] 1reddrop.com
[54] forbes.com
[40] dy.si
[31] paper.li
[29] lnkd.in
[26] co.uk
[25] visualcapitalist.com

Top Domains in Tweet in G1:
[229] twitter.com
[45] 1reddrop.com
[25] weforum.org
[12] forbes.com
[8] visualcapitalist.com
[6] cgtn.com
[6] nodexlgraphgallery.org
[5] pwc.com
[4] medium.com
[4] lnkd.in

Top Domains in Tweet in G2:
[281] twitter.com
[11] lnkd.in
[7] forbes.com
[6] decideconsulting.com
[5] paper.li
[5] youtube.com
[4] weforum.org
[4] whereverjobs.com
[4] wfacourse.in
[3] sganalytics.com

Top Domains in Tweet in G3:
[51] twitter.com
[38] weforum.org
[11] visualcapitalist.com
[9] mit.edu
[7] nodexlgraphgallery.org
[3] simplecast.fm
[3] 1reddrop.com
[2] theguardian.com
[1] floq.to
[1] digitalistmag.com

Top Domains in Tweet in G4:
[67] twitter.com
[21] forbes.com
[6] weforum.org
[4] co.uk
[3] youtube.com
[3] hbr.org
[2] globalrecruitmentthoughtleaders.com
[2] nytimes.com
[2] linkedin.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[79] twitter.com
[16] azbigmedia.com
[14] dy.si
[7] 1reddrop.com
[6] information-age.com
[4] forbes.com
[4] mit.edu
[4] bebee.com
[3] mercer.com
[3] inc.com

Top Domains in Tweet in G6:
[124] twitter.com
[10] weforum.org
[1] azbigmedia.com
[1] 1reddrop.com
[1] mit.edu

Top Domains in Tweet in G7:
[32] twitter.com
[4] medium.com
[4] myiv.com
[4] youtube.com
[2] datasciencecentral.com
[2] hackernoon.com
[2] fortune.com
[2] techrepublic.com
[1] inc.com
[1] visualcapitalist.com

Top Domains in Tweet in G8:
[40] twitter.com
[9] mit.edu
[8] corporate-rebels.com
[7] linkedin.com
[6] digitalhrtech.com
[6] visier.com
[5] co.uk
[5] thepeoplespace.com
[5] bit.ly
[5] analyticsinhr.com

Top Domains in Tweet in G9:
[29] twitter.com
[15] faveeo.com
[6] lnkd.in
[5] digitalistmag.com
[2] digitalnomadsoul.com
[1] 1reddrop.com
[1] azbigmedia.com
[1] medium.com
[1] forbes.com
[1] linkedin.com

Top Domains in Tweet in G10:
[2] dy.si
[2] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2918] futureofwork
[1524] ai
[827] iot
[646] robotics
[474] artificialintelligence
[463] digitaltransformation
[447] bigdata
[377] innovation
[349] digital
[335] tech



Top Hashtags in Tweet in G1:
[982] futureofwork
[751] ai
[456] iot
[345] robotics
[288] bigdata
[247] digital
[236] artificialintelligence
[227] human
[161] innovation
[152] tech

Top Hashtags in Tweet in G2:
[215] futureofwork
[57] ai
[20] jobsoffuture
[15] tech
[12] digitaltransformation
[12] automation
[12] disruption
[10] technology
[10] blockchain
[9] iot

Top Hashtags in Tweet in G3:
[180] futureofwork
[116] ai
[73] workforce
[63] usa
[56] artificialintelligence
[53] freelance
[53] technology
[53] robotics
[45] iot
[38] automation

Top Hashtags in Tweet in G4:
[191] futureofwork
[137] ai
[95] iot
[88] robotics
[64] artificialintelligence
[60] robot
[40] digitaltransformation
[40] technology
[36] ces2019
[36] robots

Top Hashtags in Tweet in G5:
[209] futureofwork
[71] ai
[52] digitaltransformation
[46] diversity
[39] mercerchats
[36] iot
[36] fintech
[27] disruption
[27] cloud
[27] ar

Top Hashtags in Tweet in G6:
[209] futureofwork
[107] efficiency
[48] digitaltransformation
[48] fintech
[28] ai
[15] robotics
[13] iot
[13] innovation
[10] purpose
[10] megatrends

Top Hashtags in Tweet in G7:
[47] ai
[40] futureofwork
[29] iot
[19] robotics
[15] ar
[14] vr
[11] artificialintelligence
[10] tech
[10] autonomousvehicles
[10] motivation

Top Hashtags in Tweet in G8:
[71] futureofwork
[49] hr
[24] hrtech
[19] tech
[17] ai
[16] leadership
[12] pa20_dg
[11] peopleanalytics
[10] goals
[10] disrupthr

Top Hashtags in Tweet in G9:
[107] futureofwork
[91] ai
[62] robotics
[55] innovation
[53] robots
[53] iot
[50] tech
[48] hrtech
[48] rpa
[28] technology

Top Hashtags in Tweet in G10:
[31] ai
[31] robotics
[31] technology
[21] blockchain
[4] futureofwork
[3] career
[1] future
[1] leadership

Top Words
Top Words in Tweet in Entire Graph:
[3461] Words in Sentiment List#1: Positive
[1210] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[94800] Non-categorized Words
[99471] Total Words
[2925] futureofwork
[2358] gt
[1674] ai
[999] mikequindazzi
[833] iot

Top Words in Tweet in G1:
[1500] gt
[988] futureofwork
[764] ai
[668] mikequindazzi
[457] iot
[406] haroldsinnott
[346] robotics
[308] digital
[296] change
[291] human

Top Words in Tweet in G2:
[215] futureofwork
[83] future
[71] ai
[49] work
[47] want
[42] jobs
[36] more
[34] new
[33] s
[32] gt

Top Words in Tweet in G3:
[628] gt
[205] mikequindazzi
[180] futureofwork
[169] antgrasso
[139] workforce
[125] ai
[104] wef
[86] technology
[85] more
[77] automation

Top Words in Tweet in G4:
[191] futureofwork
[147] ai
[95] iot
[92] robots
[88] robotics
[68] robot
[67] haroldsinnott
[64] artificialintelligence
[60] tech
[53] hr

Top Words in Tweet in G5:
[209] futureofwork
[73] ai
[68] tamaramccleary
[52] digitaltransformation
[48] work
[47] diversity
[41] join
[41] pat_milligan1
[39] mercerchats
[39] mercer

Top Words in Tweet in G6:
[209] futureofwork
[160] helene_wpli
[112] v
[107] busy
[107] new
[107] stupid
[107] billgates
[107] rethink
[107] efficiency
[48] digitaltransformation

Top Words in Tweet in G7:
[90] thefuturist007
[51] ai
[47] ar
[46] vr
[43] robots
[41] medical
[40] futureofwork
[39] here
[38] revolutionizing
[38] way

Top Words in Tweet in G8:
[73] hr
[71] futureofwork
[31] ai
[29] hrcurator
[25] tech
[24] hrtech
[21] david_green_uk
[19] analytics
[16] leadership
[15] digital

Top Words in Tweet in G9:
[107] futureofwork
[96] ai
[70] julez_norton
[62] robots
[62] robotics
[55] innovation
[54] iot
[52] tech
[48] hrtech
[48] rpa

Top Words in Tweet in G10:
[57] _premyadav
[42] blockchain
[32] people
[31] ai
[31] robotics
[31] digital
[31] technology
[31] disrupting
[31] work
[31] environment

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1426] gt,gt
[286] mikequindazzi,gt
[258] ai,bigdata
[251] scientists,farmers
[251] farmers,using
[247] fight,climate
[247] climate,change
[247] change,ai
[241] digital,interactions
[238] futureofwork,includes

Top Word Pairs in Tweet in G1:
[895] gt,gt
[215] mikequindazzi,gt
[203] digital,interactions
[201] futureofwork,includes
[201] includes,more
[201] more,frequent
[201] frequent,human
[201] human,digital
[182] ai,bigdata
[181] sigchi,mikequindazzi

Top Word Pairs in Tweet in G2:
[26] future,work
[20] gt,gt
[20] jobsoffuture,futureofwork
[14] gig,economy
[11] futureofwork,disruption
[10] want,want
[10] disruption,tech
[8] futureofwork,ai
[8] tech,trends
[8] appdev,webdev

Top Word Pairs in Tweet in G3:
[404] gt,gt
[58] gt,wef
[54] based,current
[54] current,workforce
[54] workforce,growth
[54] growth,rates
[54] rates,majority
[52] majority,usa
[52] workforce,freelance
[52] freelance,2027

Top Word Pairs in Tweet in G4:
[34] artificialintelligence,machinelearning
[30] new,generation
[30] generation,cooking
[30] cooking,robots
[30] robots,bread
[30] bread,machine
[30] machine,robotics
[30] robotics,artificialintelligence
[30] machinelearning,futureofwork
[30] ai,iot

Top Word Pairs in Tweet in G5:
[30] iot,ai
[30] fintech,futureofwork
[28] ar,vr
[27] join,mercerchats
[27] 3,dimensions
[27] dimensions,disruption
[27] disruption,iot
[27] ai,cloud
[27] cloud,ar
[27] vr,3d

Top Word Pairs in Tweet in G6:
[107] busy,new
[107] new,stupid
[107] stupid,billgates
[107] billgates,rethink
[107] rethink,efficiency
[107] efficiency,futureofwork
[106] helene_wpli,busy
[104] futureofwork,v
[41] fintech,futureofwork
[40] disrupt,disrupted

Top Word Pairs in Tweet in G7:
[42] ar,vr
[38] vr,revolutionizing
[38] revolutionizing,way
[38] way,medical
[38] medical,professional
[38] professional,interact
[38] interact,scans
[38] scans,prepare
[38] prepare,surgeries
[37] here,ten

Top Word Pairs in Tweet in G8:
[14] ethics,ai
[14] thx4rt,fr
[14] fr,hrcurator
[12] hr,tech
[10] leadership,hrtech
[10] hrtech,goals
[10] goals,hr
[10] hr,disrupthr
[10] disrupthr,strategy
[10] strategy,hiring

Top Word Pairs in Tweet in G9:
[49] iot,ai
[48] tech,iot
[48] ai,hrtech
[48] hrtech,rpa
[44] rpa,futureofwork
[43] robots,tech
[42] robot,parks
[42] parks,car
[42] car,innovation
[42] innovation,robotics

Top Word Pairs in Tweet in G10:
[31] ai,robotics
[31] robotics,digital
[31] digital,technology
[31] technology,disrupting
[31] disrupting,work
[31] work,environment
[31] environment,know
[31] know,keep
[31] keep,people
[30] _premyadav,ai

Top Replied-To
Top Replied-To in Entire Graph:
@pat_milligan1
@maker_iot_tr
@guzmand
@christinadove7
@bloombergbna
@amywrzesniewski
@skasriel
@charlesaraujo
@carowid
@almacardi

Top Replied-To in G1:
@maker_iot_tr
@infopronetwork
@jamescdataart
@hsathisan
@biscorecard
@tutormentorteam
@renevocap
@supplychain2030
@3drampmd
@godfrey_rono

Top Replied-To in G4:
@heinzvhoenen

Top Replied-To in G5:
@pat_milligan1
@bloombergbna
@christinadove7
@sophiappowe
@palmers68
@ckildare
@tess_invests
@alaindehaze
@pgourguechon
@guzmand

Top Replied-To in G6:
@guzmand

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@haroldsinnott
@helene_wpli
@antgrasso
@sigchi
@wef
@ume_kyd
@billgates
@thefuturist007
@julez_norton

Top Mentioned in G1:
@mikequindazzi
@haroldsinnott
@sigchi
@paula_piccard
@helene_wpli
@evankirstel
@wef
@spirosmargaris
@jimharris
@antgrasso

Top Mentioned in G2:
@decide_ldowns
@dcmoise
@everlearntweets
@druben3222
@addlanes
@decideconsultng
@chartutor
@loracmustaine
@hiverswork

Top Mentioned in G3:
@antgrasso
@mikequindazzi
@wef
@ronald_vanloon
@antgrass
@mckinsey_mgi
@alvinfoo
@fisher85m
@haroldsinnott
@sigchi

Top Mentioned in G4:
@haroldsinnott
@giovanni_diraco
@forbes
@mit
@kashthefuturist
@frronconi
@ces
@mashable
@mikequindazzi
@akwyz

Top Mentioned in G5:
@tamaramccleary
@mercer
@pat_milligan1
@psb_dc
@guzmand
@jolaburnett
@info_data_mgmt
@ilo
@pamjeffords
@facingchina

Top Mentioned in G6:
@helene_wpli
@billgates
@mikequindazzi
@mar
@psb_dc
@yibnm
@alvinfoo
@wef
@larrykim
@hitp

Top Mentioned in G7:
@thefuturist007
@sagliktrend
@rdxwhatelse
@haroldsinnott
@ahmedjr_16
@pizzahut
@adminnovacion
@infopronetwork
@mikequindazzi
@carpediemfr

Top Mentioned in G8:
@hrcurator
@david_green_uk
@mitsmr
@corp_rebels
@tdav
@martinesastre34
@mitchzenger
@lewisgarrad
@haroldsinnott
@c_r_forum

Top Mentioned in G9:
@julez_norton
@mikequindazzi
@digitalistmag
@jeremyscrivens
@bmcinnisday
@sap
@giovanni_diraco
@haroldsinnott
@sigchi
@kernra

Top Mentioned in G10:
@_premyadav
@mercer
@forbes
@voiceongrowth

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@nosqldigest
@thudao76
@evankirstel
@techl0g
@arunbajpairajan
@ajaypandey__
@businessinsider
@dinu_speaks

Top Tweeters in G1:
@arkangelscrap
@sectest9
@thudao76
@evankirstel
@businessinsider
@chidambara09
@fintechna
@marshacollier
@calcaware
@valaafshar

Top Tweeters in G2:
@villamizaritpro
@thekaushalsoni
@freshsalis
@shellykramer
@frelancewkguide
@maldives_live
@futureworldcen
@markfidelman
@egloballearning
@rpatalent

Top Tweeters in G3:
@guardian
@machinelearnflx
@bar_zie
@rwang0
@cnbc
@stuartsimon
@2601manish
@dvanhook822
@ene3112
@ipfconline1

Top Tweeters in G4:
@humbertozamorar
@mashable
@akwyz
@jamesjava
@jj_angelus
@ft
@forbes
@otshe_
@tenchapl
@moosemanzini

Top Tweeters in G5:
@reuters
@trippbraden
@onang_pribadi
@twilli2861
@meghanmbiro
@claudiacostin
@flyme2themoon15
@gregbjenkins
@sardire
@andrewfunkspain

Top Tweeters in G6:
@richsimmondsza
@nikhilchhajar
@cyndieannett
@dlhampton
@albertspijkers
@johnnosta
@rosetececilio
@kanezadiane
@royalgroupvisas
@cybersecboardrm

Top Tweeters in G7:
@startupsbot
@pizzahut
@rosenthalellery
@lkafle
@caring_mobile
@7wdata
@infopronetwork
@acertijo
@michaelpurvis64
@jacobussystems

Top Tweeters in G8:
@nosqldigest
@socialgoodstuff
@socialchangeaus
@hrcurator
@bismamedia
@roshaundadgreen
@gghanepoornews
@axelhohl
@elcompaprimera
@hrdigitalbe

Top Tweeters in G9:
@techl0g
@jeremyscrivens
@dinisguarda
@hatzbymm
@amyxiot
@garryjgray
@philipdalidakis
@najamuddin
@byronbergren
@njlintern

Top Tweeters in G10:
@arunbajpairajan
@ajaypandey__
@dinu_speaks
@bhayalal
@mayank4bjp
@kundanpathakk
@_m_rohit
@rahul9262514
@punit0022
@ipardeep_kumar