futureofwork, Twitter, 1/10/2019 2:35:32 PM, 181428


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futureofwork Twitter NodeXL SNA Map and Report for Thursday, 10 January 2019 at 14:32 UTC
futureofwork Twitter NodeXL SNA Map and Report for Thursday, 10 January 2019 at 14:32 UTC
From:
Michael__Lieberman
Uploaded on:
January 10, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2D0yg93
@haroldsinnott
@alan_moratelli
@mikequindazzi
@thefuturist007
@helene_wpli
@psb_dc
@tamaramccleary
@pat_milligan1
@paula_piccard
@wef

Top hashtags:
#futureofwork
#ai
#iot
#ces2019
#tech
#innovation
#digitaltransformation

Description:
Description
The graph represents a network of 487 Twitter users whose recent tweets contained "futureofwork", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 10 January 2019 at 14:32 UTC.

The tweets in the network were tweeted over the 51-minute period from Thursday, 10 January 2019 at 13:40 UTC to Thursday, 10 January 2019 at 14:32 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.


Overall Graph Metrics
Vertices : 487
Unique Edges : 1033
Edges With Duplicates : 737
Total Edges : 1770
Self-Loops : 102
Reciprocated Vertex Pair Ratio : 0.023936170212766
Reciprocated Edge Ratio : 0.0467532467532468
Connected Components : 86
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 270
Maximum Edges in a Connected Component : 1479
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.060468
Graph Density : 0.00487996552336046
Modularity : 0.447833
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://twitter.com/i/events/1059422408531013633
[4] http://bit.ly/2VtXyDU
[4] http://ow.ly/zTHN30n5s4S
[4] https://www.forbes.com/sites/forbeshumanresourcescouncil/2019/01/04/the-future-of-recruiting-in-the-age-of-automation-and-artificial-intelligence/#31f11ada1830
[3] http://bit.ly/2zXzxfp
[3] https://buff.ly/2CaDAp0
[3] https://blogs.wsj.com/cio/2019/01/04/the-future-of-work-requires-investments-in-human-capital/
[3] https://aibusiness.com/infographic-5-ways-ai-will-changethe-future-work-2018/
[3] http://bit.ly/2SHzbkf
[2] https://link.medium.com/996mALhfjT

Top URLs in Tweet in G1:
[4] https://www.forbes.com/sites/forbeshumanresourcescouncil/2019/01/04/the-future-of-recruiting-in-the-age-of-automation-and-artificial-intelligence/#31f11ada1830
[3] http://bit.ly/2SHzbkf
[3] https://blogs.wsj.com/cio/2019/01/04/the-future-of-work-requires-investments-in-human-capital/
[1] https://buff.ly/2MgWU7r
[1] https://buff.ly/2GM3YaE
[1] https://twitter.com/i/events/1059422408531013633
[1] https://buff.ly/2CZRThS
[1] https://www.linkedin.com/pulse/five-workplace-trends-shaping-future-work-which-most-important/?sf200544692=1
[1] https://www.forbes.com/sites/sesilpir/2018/11/28/human-leadership-what-it-looks-like-and-why-we-need-it-in-the-21st-century/#46f68de02914
[1] https://www.technologyreview.com/the-download/612718/the-future-of-work-still-requires-people-so-stop-investing-in-them-at-your-own/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=add_this&utm_content=2019-01-05

Top URLs in Tweet in G2:
[10] https://twitter.com/i/events/1059422408531013633
[4] http://bit.ly/2VtXyDU
[2] http://terriklassconsulting.com/2019/01/06/six-questions-to-cement-your-leadership-brand/
[2] http://pops.ci/BOWN
[2] https://techcrunch.com/2018/12/31/what-to-expect-from-ces-2019/
[1] https://twitter.com/GlenGilmore/status/1083084451947544576
[1] http://bit.ly/2TFVcRg/2TFVcRg
[1] https://www.theverge.com/2019/1/5/18169621/ces-2018-best-gadgets-what-happened-vaporware-rollable-tv-razer-linda-bfgd-aibo-aflac-fingernail
[1] https://www.theverge.com/2019/1/2/18159361/whyd-you-push-that-button-askfm-sarahah-instagram-question-anonymous-app?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://twitter.com/techreview/status/1083167903132930049

Top URLs in Tweet in G3:
[1] https://sforce.co/2KjtbK6
[1] http://bit.ly/2T3c6Zl
[1] https://twitter.com/i/events/1059422408531013633
[1] https://sforce.co/2IaasUp
[1] https://martinhiesboeck.com/2018/07/31/the-future-of-the-internet-of-things/

Top URLs in Tweet in G4:
[2] http://decideconsulting.com/what-do-you-want-to-do/
[2] https://deloi.tt/2M1DWTt
[1] https://blog.talkspirit.com/strategie-de-gestion-talents/
[1] http://bit.ly/2ReyLEH
[1] https://hubs.ly/H0g6VnN0
[1] https://hungryboo.com/when-filmy-family-met-the-prime-minister-of-india-narendra-modi-it-was-a-sight-to-behold/
[1] http://www.zazen.ie
[1] https://twitter.com/MrMRimmer/status/1083030187510562817
[1] https://buff.ly/2tkeGPT
[1] https://lnkd.in/e8DqZ3X

Top URLs in Tweet in G5:
[1] http://bit.ly/2sYURQG
[1] http://sforce.co/2KjtbK6
[1] https://www.technologyreview.com/the-download/612718/the-future-of-work-still-requires-people-so-stop-investing-in-them-at-your-own/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=add_this&utm_content=2019-01-05
[1] https://twitter.com/rachelloumiller/status/1083188181485408256
[1] https://www.forbes.com/sites/sesilpir/2018/11/28/human-leadership-what-it-looks-like-and-why-we-need-it-in-the-21st-century/#46f68de02914
[1] http://bit.ly/2ysfq99

Top URLs in Tweet in G6:
[1] https://www.irishtimes.com/opinion/its-not-technology-that-will-steal-your-job-1.3753547
[1] https://eua.eu/downloads/publications/efficiency%20effectiveness%20and%20value%20for%20money%20insights%20from%20ireland%20and%20other%20countries.pdf

Top URLs in Tweet in G8:
[4] http://ow.ly/zTHN30n5s4S
[2] https://buff.ly/2Qg0Jv1
[2] https://buff.ly/2QvB41C
[2] https://buff.ly/2Qfilaw
[2] https://buff.ly/2ERFluG

Top URLs in Tweet in G9:
[1] http://bit.ly/2SInny5
[1] http://bit.ly/2Fk9Dqw
[1] http://bit.ly/2FmlnI3
[1] http://bit.ly/2Fj42R9
[1] http://bit.ly/2AErjJv
[1] http://bit.ly/2SIaXq9

Top URLs in Tweet in G10:
[1] http://knowledge.wharton.upenn.edu/article/viewing-your-company-through-a-digital-natives-eyes/
[1] http://www.manager-magazin.de/unternehmen/karriere/frauen-in-vorstaenden-der-dax-unternehmen-ey-studie-sieht-anstieg-a-1246976.html

Top Domains
Top Domains in Tweet in Entire Graph:
[38] bit.ly
[31] twitter.com
[24] buff.ly
[8] ow.ly
[6] forbes.com
[4] smh.re
[3] linkedin.com
[3] wsj.com
[3] aibusiness.com
[3] sforce.co

Top Domains in Tweet in G1:
[5] buff.ly
[5] forbes.com
[4] bit.ly
[3] wsj.com
[2] twitter.com
[1] linkedin.com
[1] technologyreview.com

Top Domains in Tweet in G2:
[18] twitter.com
[5] bit.ly
[2] theverge.com
[2] terriklassconsulting.com
[2] pops.ci
[2] techcrunch.com
[1] trib.al
[1] martinhiesboeck.com
[1] linkedin.com

Top Domains in Tweet in G3:
[2] sforce.co
[1] bit.ly
[1] twitter.com
[1] martinhiesboeck.com

Top Domains in Tweet in G4:
[7] bit.ly
[3] twitter.com
[3] smh.re
[2] ow.ly
[2] decideconsulting.com
[2] deloi.tt
[1] talkspirit.com
[1] hubs.ly
[1] hungryboo.com
[1] zazen.ie

Top Domains in Tweet in G5:
[2] bit.ly
[1] sforce.co
[1] technologyreview.com
[1] twitter.com
[1] forbes.com

Top Domains in Tweet in G6:
[1] irishtimes.com
[1] eua.eu

Top Domains in Tweet in G8:
[8] buff.ly
[4] ow.ly

Top Domains in Tweet in G9:
[6] bit.ly

Top Domains in Tweet in G10:
[1] upenn.edu
[1] manager-magazin.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[280] futureofwork
[136] ai
[85] iot
[84] ces2019
[53] tech
[52] innovation
[37] digitaltransformation
[35] robotics
[33] 5g
[31] ar



Top Hashtags in Tweet in G1:
[43] futureofwork
[25] digitaltransformation
[14] ai
[10] 4ir
[7] automation
[6] industry40
[6] tech
[6] bigdata
[6] fintech
[6] diversity

Top Hashtags in Tweet in G2:
[62] ces2019
[53] ai
[52] futureofwork
[36] innovation
[34] iot
[23] 5g
[23] ml
[23] dl
[21] ar
[20] emergingtech

Top Hashtags in Tweet in G3:
[34] ai
[27] futureofwork
[26] iot
[15] tech
[13] robotics
[13] future
[12] ces2019
[11] bigdata
[10] automation
[9] 5g

Top Hashtags in Tweet in G4:
[37] futureofwork
[3] disruption
[3] ai
[3] hr
[3] bigdata
[2] rh
[2] management
[2] datascience
[2] tech
[2] trends

Top Hashtags in Tweet in G5:
[11] iot
[11] futureofwork
[10] ai
[6] ar
[6] robotics
[5] vr
[4] iiot
[3] fintech
[3] industry40
[3] energy

Top Hashtags in Tweet in G6:
[18] futureofwork
[10] mitsloanhea
[1] steam
[1] athenaswancit
[1] usirl19
[1] tudublin
[1] wearetudublin

Top Hashtags in Tweet in G7:
[4] tech
[4] ai
[4] robotics
[4] futureofwork
[3] innovation
[3] healthcare
[3] iot
[2] healthtech
[2] emergingtech
[2] medicaltech

Top Hashtags in Tweet in G8:
[8] hr
[5] futureofwork
[5] tech
[5] hrm
[4] bigdata
[3] futurehr
[3] digital
[3] work
[3] hrtech
[2] peopleanalytics

Top Hashtags in Tweet in G9:
[8] futureofwork
[3] genderparity
[3] wef19
[2] womeninbusiness
[2] careeradvice
[1] iot
[1] ai
[1] dataanalytics
[1] hr
[1] career

Top Hashtags in Tweet in G10:
[2] digitalnative
[2] millennials
[2] genz
[2] futureofwork
[1] hr
[1] culture
[1] womenintech
[1] digitaltransformation
[1] culturechange
[1] csuite

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[11502] Non-categorized Words
[11502] Total Words
[425] futureofwork
[205] ai
[185] gt
[132] iot
[109] ces2019

Top Words in Tweet in G1:
[56] futureofwork
[27] digitaltransformation
[24] psb_dc
[22] gt
[21] ai
[19] via
[19] antgrasso
[17] tamaramccleary
[16] jolaburnett
[13] workforce

Top Words in Tweet in G2:
[87] futureofwork
[80] ai
[74] ces2019
[66] jblefevre60
[61] cc
[60] iot
[47] innovation
[45] ces
[43] mikequindazzi
[38] glengilmore

Top Words in Tweet in G3:
[117] gt
[48] futureofwork
[40] ai
[36] mikequindazzi
[30] iot
[25] via
[24] 4ir
[21] robotics
[18] ces2019
[17] gvalan

Top Words in Tweet in G4:
[39] futureofwork
[9] work
[8] want
[7] future
[5] disruption
[5] data
[5] tech
[4] de
[4] learning
[4] trends

Top Words in Tweet in G5:
[31] gt
[20] futureofwork
[14] iot
[13] ai
[12] via
[11] mikequindazzi
[8] cc
[8] paula_piccard
[7] ar
[7] robotics

Top Words in Tweet in G6:
[22] futureofwork
[13] hea_irl
[13] mitchelloconnor
[11] mitsloanhea
[11] future
[8] mitsloangp
[8] conference
[6] minister
[5] tomkochan
[5] life

Top Words in Tweet in G7:
[28] futureofwork
[27] tech
[27] ai
[27] robotics
[25] innovation
[20] remote
[20] controlled
[20] life
[20] preserver
[20] reach

Top Words in Tweet in G8:
[16] hr
[12] futureofwork
[8] tech
[6] peopleanalytics
[6] via
[6] hrm
[6] bigdata
[6] futurehr
[6] digital
[6] work

Top Words in Tweet in G9:
[9] futureofwork
[6] mercer
[5] wef19
[4] people
[4] new
[3] change
[3] processes
[3] amp
[3] practices
[3] achieve

Top Words in Tweet in G10:
[4] cc
[4] janinakugel
[4] futureofwork
[2] view
[2] company
[2] through
[2] digitalnative
[2] s
[2] eyes
[2] millennials

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[112] gt,gt
[35] via,mikequindazzi
[30] ai,ml
[30] ml,dl
[30] ai,futureofwork
[29] ar,iot
[27] 5g,ar
[25] iot,cc
[25] ai,robotics
[25] futureofwork,iot

Top Word Pairs in Tweet in G1:
[13] digitaltransformation,futureofwork
[12] gt,gt
[10] via,antgrasso
[9] tamaramccleary,psb_dc
[9] psb_dc,info_data_mgmt
[9] info_data_mgmt,jolaburnett
[9] jolaburnett,pamjeffords
[8] ai,digitaltransformation
[7] link,gt
[7] futureofwork,join

Top Word Pairs in Tweet in G2:
[25] ar,iot
[24] ml,dl
[23] iot,cc
[23] 5g,ar
[22] ai,ml
[18] mikequindazzi,jblefevre60
[17] futureofwork,iot
[17] jblefevre60,evankirstel
[16] ces2019,ces
[16] dl,futureofwork

Top Word Pairs in Tweet in G3:
[77] gt,gt
[19] via,mikequindazzi
[15] mikequindazzi,diioannid
[14] mikequindazzi,gt
[13] dinisguarda,grattonboy
[12] tech,iot
[12] mclynd,mikequindazzi
[12] rtehrani,gvalan
[10] gt,ai
[10] iot,ai

Top Word Pairs in Tweet in G4:
[4] futureofwork,disruption
[4] disruption,tech
[4] tech,trends
[2] gen,z
[2] z,shaping
[2] shaping,future
[2] future,learning
[2] learning,futureofwork
[2] want,want
[2] want,work

Top Word Pairs in Tweet in G5:
[20] gt,gt
[8] via,mikequindazzi
[5] mikequindazzi,ai
[5] ai,ar
[5] ar,vr
[3] 11,emergingtech
[3] emergingtech,solutions
[3] solutions,augmenting
[3] augmenting,human
[3] human,cognition

Top Word Pairs in Tweet in G6:
[9] mitsloanhea,futureofwork
[5] hea_irl,futureofwork
[4] minister,mitchelloconnor
[4] futureofwork,conference
[4] work,future
[4] conference,mitsloanhea
[3] futureofwork,tomkochan
[3] tomkochan,presented
[3] presented,changing
[3] changing,workplace

Top Word Pairs in Tweet in G7:
[22] ai,robotics
[20] remote,controlled
[20] controlled,life
[20] life,preserver
[20] preserver,reach
[20] reach,victims
[20] victims,faster
[20] faster,further
[20] further,away
[20] away,water

Top Word Pairs in Tweet in G8:
[8] hr,tech
[6] tech,hrm
[6] hrm,bigdata
[6] bigdata,futureofwork
[6] futureofwork,futurehr
[6] futurehr,digital
[6] digital,work
[6] work,hrtech
[4] nine,dimensions
[4] dimensions,excellence

Top Word Pairs in Tweet in G9:
[3] mercer,futureofwork
[3] change,processes
[3] processes,amp
[3] amp,practices
[3] practices,people
[3] people,achieve
[3] achieve,genderparity
[3] genderparity,pat_milligan1
[3] pat_milligan1,shares
[3] shares,ways

Top Word Pairs in Tweet in G10:
[4] cc,janinakugel
[2] view,company
[2] company,through
[2] through,digitalnative
[2] digitalnative,s
[2] s,eyes
[2] eyes,millennials
[2] millennials,genz
[2] genz,140
[2] 140,million

Top Replied-To
Top Replied-To in Entire Graph:
@pinkvilla
@bloombergbna

Top Replied-To in G4:

Top Replied-To in G9:
@bloombergbna

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@jblefevre60
@paula_piccard
@gvalan
@evankirstel
@glengilmore
@psb_dc
@haroldsinnott
@ces
@mclynd

Top Mentioned in G1:
@psb_dc
@antgrasso
@tamaramccleary
@jolaburnett
@jblefevre60
@guzmand
@alvinfoo
@spirosmargaris
@info_data_mgmt
@yuhelenyu

Top Mentioned in G2:
@jblefevre60
@mikequindazzi
@glengilmore
@evankirstel
@paula_piccard
@ces
@andi_staub
@jgrobicki
@mvollmer1
@gvalan

Top Mentioned in G3:
@mikequindazzi
@gvalan
@mclynd
@diioannid
@dinisguarda
@grattonboy
@haroldsinnott
@rtehrani
@kashthefuturist
@paula_piccard

Top Mentioned in G5:
@mikequindazzi
@paula_piccard
@enricomolinari
@evankirstel
@wef
@mhiesboeck
@kashthefuturist
@frronconi
@fmfrancoise
@billmew

Top Mentioned in G6:
@hea_irl
@mitchelloconnor
@mitsloangp
@tomkochan
@irishtimes
@esridublin
@iuaofficial
@wearetudublin
@dublincastleopw
@tudublin_bn

Top Mentioned in G7:
@wef
@antgrasso

Top Mentioned in G8:
@jaferrar
@myhrfuture
@daiwaka
@nytimes

Top Mentioned in G9:
@mercer
@pat_milligan1
@thriveglobal
@whenwomenthrive
@christinadove7
@lollydaskal
@entrepreneur

Top Mentioned in G10:
@janinakugel
@osanten
@manager_magazin
@sabrinasoussan
@julie_teigland
@ey_wff

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@evankirstel
@lorimoreno
@aldoceccarelli
@chidambara09
@le_figaro
@irishtimes
@globeandmail
@business

Top Tweeters in G1:
@marshacollier
@akwyz
@wsj
@timothy_hughes
@meghanmbiro
@isocialfanz
@ipfconline1
@spirosmargaris
@leimer
@jblefevre60

Top Tweeters in G2:
@lorimoreno
@torillo59
@trippbraden
@thomaspower
@nancyrubin
@cnbc
@yvesmulkers
@cnet
@parvez1
@kuriharan

Top Tweeters in G3:
@arkangelscrap
@sectest9
@richsimmondsza
@grattonboy
@gvalan
@octaviano
@colorstreamedia
@expandamp
@digitaltrends
@dinisguarda

Top Tweeters in G4:
@shellykramer
@ankitc265
@carolechabalier
@wtwhr
@simonnoakes
@decideconsultng
@dimensiondata
@stuartdrogers
@dcmoise
@talkspirit

Top Tweeters in G5:
@evankirstel
@aldoceccarelli
@business
@nealschaffer
@fmfrancoise
@billmew
@coco_maye
@meloniedodaro
@techreview
@robotconsumer

Top Tweeters in G6:
@irishtimes
@corpusmentis0
@orlaflynncit
@mitsloanexperts
@mitsloan
@mitchelloconnor
@wearetudublin
@tudublin_bn
@solasfet
@doc_tudublin

Top Tweeters in G7:
@diversity54
@pearleco123
@aobibliophile
@joanmanueluc
@maskoftime
@rajuvegesena
@himesh_ss
@metalblade28
@juanmsolana
@benkenobi_f1

Top Tweeters in G8:
@nytimes
@sikandermajid
@vijaybankar
@david_green_uk
@kpressner
@daiwaka
@deloitte_pa
@jaferrar
@digitalhrtech
@nkachulis_hr

Top Tweeters in G9:
@lollydaskal
@entrepreneur
@christinadove7
@mercer
@bloombergbna
@aspireascend
@whenwomenthrive
@joostdebliek
@thriveglobal
@sks_farmer

Top Tweeters in G10:
@juliaerickson
@manager_magazin
@wswmuc
@d2twelve
@ey_wff
@osanten
@janinakugel
@julie_teigland
@sabrinasoussan


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