futureofwork , Twitter, 5/26/2020 10:29:44 PM, 228329


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futureofwork _2020-05-25_10-30-13.xlsx
futureofwork _2020-05-25_10-30-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2020
Short Description:
futureofwork via NodeXL https://bit.ly/3d0M8zQ
@haroldsinnott
@mikequindazzi
@hana_elsayyed
@interactionsinc
@forbes
@antgrasso
@guzmand
@spirosmargaris
@akwyz
@hrcurator

Top hashtags:
#futureofwork
#ai
#iot
#ar
#robotics
#remotework
#innovation

Description:
Description
The graph represents a network of 3,635 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 Monday, 25 May 2020 at 17:31 UTC.

The requested start date was Monday, 25 May 2020 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 2-day, 16-hour, 25-minute period from Friday, 22 May 2020 at 07:35 UTC to Monday, 25 May 2020 at 00:00 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 : 3635
Unique Edges : 4460
Edges With Duplicates : 10405
Total Edges : 14865
Number of Edge Types : 5
Replies to : 98
Mentions : 3210
MentionsInRetweet : 7068
Retweet : 3468
Tweet : 1021
Self-Loops : 1198
Reciprocated Vertex Pair Ratio : 0.0342776203966006
Reciprocated Edge Ratio : 0.0662832100794303
Connected Components : 589
Single-Vertex Connected Components : 307
Maximum Vertices in a Connected Component : 2378
Maximum Edges in a Connected Component : 13027
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.270246
Graph Density : 0.000552780214980177
Modularity : 0.371351
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,635 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 Monday, 25 May 2020 at 17:31 UTC.

The requested start date was Monday, 25 May 2020 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 2-day, 16-hour, 25-minute period from Friday, 22 May 2020 at 07:35 UTC to Monday, 25 May 2020 at 00:00 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:
[41] https://www.youtube.com/watch?time_continue=12&v=qkt-iphB40U&feature=emb_logo
[37] https://www.linkedin.com/pulse/10-ways-our-college-kids-going-change-world-data-bill-schmarzo/
[36] https://www.marketleadership.net/how-artificial-intelligence-is-transforming-business/
[33] https://go.synctrics.com/synctrics
[31] https://www.healthleadersmedia.com/innovation/coronavirus-tests-value-artificial-intelligence-medicine
[23] https://www.dailymail.co.uk/sciencetech/article-8347599/Artificial-intelligence-guess-personality-based-SELFIE.html
[17] http://www.futuristspeaker.com/
[15] https://www.forbes.com/sites/rhettpower/2020/05/17/how-to-embrace-the-digital-age-right-now/
[13] https://www.androidauthority.com/internet-of-things-companies-1023404/
[12] https://www.legalexaminer.com/technology/how-artificial-intelligence-is-changing-the-auto-industry/

Top URLs in Tweet in G1:
[32] https://www.youtube.com/watch?time_continue=12&v=qkt-iphB40U&feature=emb_logo
[30] https://www.marketleadership.net/how-artificial-intelligence-is-transforming-business/
[10] https://www.ft.com/content/291f3066-9b53-11ea-adb1-529f96d8a00b
[8] https://www.technative.io/staying-ahead-of-the-game-as-ai-enters-the-mainstream/
[8] https://www.ft.com/content/0087e432-9085-11ea-bc44-dbf6756c871a
[8] https://www.gallup.com/workplace/311324/new-era-wellbeing-banking-industry.aspx
[8] https://www.sciencealert.com/spot-the-robot-dog-is-now-herding-sheep-in-new-zealand
[8] https://www.androidauthority.com/internet-of-things-companies-1023404/
[8] US
[8] https://sloanreview.mit.edu/article/four-challenges-to-overcome-for-ai-driven-customer-experience/

Top URLs in Tweet in G2:
[8] https://www.youtube.com/watch?time_continue=12&v=qkt-iphB40U&feature=emb_logo
[6] https://www.legalexaminer.com/technology/how-artificial-intelligence-is-changing-the-auto-industry/
[6] https://www.dailymail.co.uk/sciencetech/article-8347599/Artificial-intelligence-guess-personality-based-SELFIE.html
[4] https://www.weforum.org/agenda/2020/05/five-workplace-trends-will-shape-life-after-lockdown
[4] https://www.healthleadersmedia.com/innovation/coronavirus-tests-value-artificial-intelligence-medicine
[4] https://allwork.space/2020/05/remote-working-will-define-the-future-of-work/
[3] https://www.marketleadership.net/how-artificial-intelligence-is-transforming-business/
[2] https://www.ft.com/content/291f3066-9b53-11ea-adb1-529f96d8a00b
[2] https://twitter.com/TerenceLeungSF/status/1264082400268582913
[2] https://www.reuters.com/article/us-health-coronavirus-tech/with-remote-work-plan-facebook-dashes-hopes-of-paycheck-arbitrage-idUSKBN22Y1IA

Top URLs in Tweet in G3:
[6] https://www.linkedin.com/pulse/imagination-never-lets-us-take-blame-steve-diedrick/
[4] https://robertkropp.com/what-is-a-remote-work-tipping-point/
[3] https://qz.com/work/1859984/the-future-of-work-is-here-thanks-to-covid-19/
[2] https://www.aiandindustry.com/one-registration-5-benefits/
[2] https://play.google.com/music/m/Djq456d3jop4grcy5opd7xxb22e
[2] https://medium.com/your-digital-future/will-there-be-no-jobs-in-the-future-of-work-64e6881184fe
[2] https://techcrunch-com.cdn.ampproject.org/c/s/techcrunch.com/2020/05/18/work-from-home-is-dead-long-live-work-from-anywhere/amp/
[2] https://marker.medium.com/companies-are-trying-to-plan-for-2-different-futures-right-now-d6a2cc8583ac
[2] https://www.talentmetrics.io/blog/2019/2/17/the-joel-lefkowitz-reader-why-values-matter-to-i-o
[2] https://allwork.space/2020/05/future-of-work-5-trends-that-are-here-to-stay-after-covid-19/

Top URLs in Tweet in G4:
[21] https://www.healthleadersmedia.com/innovation/coronavirus-tests-value-artificial-intelligence-medicine
[8] https://www.dailymail.co.uk/sciencetech/article-8347599/Artificial-intelligence-guess-personality-based-SELFIE.html
[3] https://www.iotforall.com/internet-of-things-security/
[3] https://www.legalexaminer.com/technology/how-artificial-intelligence-is-changing-the-auto-industry/
[3] https://www.weforum.org/agenda/2020/05/five-workplace-trends-will-shape-life-after-lockdown
[2] https://techxplore.com/news/2020-05-artificial-intelligence-personality-judgments-based.html
[2] https://www.marketleadership.net/how-artificial-intelligence-is-transforming-business/
[1] https://opendatascience.com/the-real-ai-crisis/
[1] https://twitter.com/i/web/status/1263844227898839041
[1] https://venturebeat.com/2020/04/08/after-coronavirus-ai-could-be-central-to-our-new-normal/

Top URLs in Tweet in G5:
[10] https://youtu.be/I7DsIRrNyi8
[9] https://www.forbes.com/sites/shelcyvjoseph/2020/05/18/how-to-avoid-burnout-in-the-age-of-remote-work/#435f0e894ee2
[8] https://www.theguardian.com/commentisfree/2020/may/15/humans-resources-coronavirus-democratise-work-health-lives-market
[7] http://digital-leadership-associates.passle.net/post/102g72k/how-to-reinvent-your-business-to-survive-a-recession
[6] https://www.linkedin.com/pulse/what-future-work-looks-like-jacob-morgan/
[6] http://digital-leadership-associates.passle.net/post/102g7fk/reasons-why-you-should-use-this-crisis-to-make-a-change
[6] https://jaxenter.com/ai-recruitment-171490.html
[5] https://www.linkedin.com/slink?code=gPdUyjU
[5] http://digital-leadership-associates.passle.net/post/102g6zl/its-your-leadership-moment
[4] https://www.insidehr.com.au/strengthening-the-employee-experience-in-challenging-times/

Top URLs in Tweet in G6:
[34] https://www.linkedin.com/pulse/10-ways-our-college-kids-going-change-world-data-bill-schmarzo/
[5] https://www.artiba.org/blog/ai-and-the-future-of-work
[4] http://blog.indeed.com/2018/08/23/artificial-intelligence-report/
[3] https://www.androidauthority.com/internet-of-things-companies-1023404/
[3] https://www.dailymail.co.uk/sciencetech/article-8347599/Artificial-intelligence-guess-personality-based-SELFIE.html
[3] https://www.aitrends.com/ethics-and-social-issues/ai-is-watching-you-work-with-mixed-results/
[2] http://pbynd.co/r3nys
[2] https://www.ibm.com/blogs/cloud-computing/2018/08/14/future-automating-work/?cm_mmc=OSocial_Twitter-_-Hybrid+Cloud_Digital+Business+Automation-_-WW_WW-_-Kevin+Craine+influencer+blog+post+2&cm_mmca1=000020LI&cm_mmca2=10005060
[2] https://vanrijmenam.nl/prepare-for-automated-future-7-steps-machine-learning/
[2] https://www2.deloitte.com/content/dam/Deloitte/lu/Documents/operations/lu-intelligent-automation-business-world.pdf

Top URLs in Tweet in G7:
[17] http://www.futuristspeaker.com/
[7] https://futuristspeaker.com/thomas-frey-future-journaling
[4] http://NYDLA.ORG
[3] http://out.faveeo.com/?url=https://digitalcommons.pace.edu/cgi/viewcontent.cgi%3Farticle%3D1311%26context%3Dhonorscollege_theses&vertical=future-of-work&lang=en&family=en
[3] http://out.faveeo.com/?url=https://www.analyticsinsight.net/how-women-at-cmu-are-excelling-in-artificial-intelligence/&vertical=future-of-work&lang=en&family=en
[3] https://www.theverge.com/2020/5/21/21266945/facebook-ar-vr-remote-work-oculus-passthrough-future-tech
[2] http://out.faveeo.com/?url=https://venturebeat.com/2020/04/08/after-coronavirus-ai-could-be-central-to-our-new-normal/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.statnews.com/2020/03/09/can-you-sue-artificial-intelligence-algorithm-for-malpractice/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://blogs.wsj.com/cio/2020/05/22/what-history-tells-us-about-the-accelerating-ai-revolution/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.uipath.com/blog/does-your-organization-need-chief-automation-officer&vertical=future-of-work&lang=en&family=en

Top URLs in Tweet in G8:
[2] https://www.theverge.com/2020/5/21/21266945/facebook-ar-vr-remote-work-oculus-passthrough-future-tech
[1] https://twitter.com/i/web/status/1263502412112855040
[1] https://www.irishtimes.com/business/technology/when-good-robots-go-bad-or-even-mean-towards-humans-1.4111091
[1] https://nationswell.com/artificial-intelligence-future-work-aarp/
[1] https://www.cbsnews.com/news/audible-in-newark-new-jersey-company-hiring-local-residents-investing-in-education/
[1] https://twitter.com/i/web/status/1263814297391714304
[1] https://www.cnn.com/2020/05/14/economy/low-income-layoffs-coronavirus/index.html
[1] https://twitter.com/i/web/status/1264644342200885249
[1] https://qz.com/1752837/stem-and-coding-arent-enough-to-prepare-kids-for-the-future/
[1] https://twitter.com/i/web/status/1264554081999347712

Top URLs in Tweet in G9:
[4] https://www.youtube.com/watch?v=-MTRxRO5SRA&feature=youtu.be

[3] https://digit-research.org/2020/05/studentships-for-university-of-sussex-students/
[3] https://twitter.com/phillyjoed/status/1263825758805524481
[2] https://youtu.be/NawMQhncee0
[1] https://twitter.com/i/web/status/1264685154821341184
[1] https://twitter.com/i/web/status/1263794275675967489
[1] https://worktechevents.com/events/post-covid-19-future-workspace/
[1] https://worktechevents.com/events/how-smart-building-technology-can-help-offices-thrive-post-covid-19/
[1] https://hbr-org.cdn.ampproject.org/c/s/hbr.org/amp/2018/01/4-habits-of-people-who-are-always-learning-new-skills
[1] https://twitter.com/i/web/status/1264007551991123974

Top Domains
Top Domains in Tweet in Entire Graph:
[519] twitter.com
[160] linkedin.com
[85] faveeo.com
[71] youtube.com
[64] forbes.com
[52] dy.si
[43] marketleadership.net
[41] co.uk
[36] synctrics.com
[31] healthleadersmedia.com

Top Domains in Tweet in G1:
[50] twitter.com
[37] marketleadership.net
[34] youtube.com
[21] technative.io
[20] ft.com
[20] mit.edu
[15] inc.com
[13] forbes.com
[12] cloud28plus.com
[12] faveeo.com

Top Domains in Tweet in G2:
[46] twitter.com
[8] youtube.com
[7] co.uk
[6] legalexaminer.com
[5] weforum.org
[5] faveeo.com
[4] healthleadersmedia.com
[4] allwork.space
[4] linkedin.com
[3] marketleadership.net

Top Domains in Tweet in G3:
[114] twitter.com
[38] linkedin.com
[8] medium.com
[8] paper.li
[7] co.uk
[6] nytimes.com
[6] careerarc.com
[5] qz.com
[4] dy.si
[4] allwork.space

Top Domains in Tweet in G4:
[21] healthleadersmedia.com
[16] twitter.com
[8] co.uk
[5] weforum.org
[3] iotforall.com
[3] legalexaminer.com
[2] techxplore.com
[2] forbes.com
[2] marketleadership.net
[1] opendatascience.com

Top Domains in Tweet in G5:
[43] twitter.com
[36] dy.si
[25] passle.net
[22] linkedin.com
[15] youtu.be
[14] mercer.com
[13] forbes.com
[8] mckinsey.com
[8] theguardian.com
[7] deloitte.com

Top Domains in Tweet in G6:
[35] linkedin.com
[11] twitter.com
[6] faveeo.com
[5] artiba.org
[4] indeed.com
[3] androidauthority.com
[3] co.uk
[3] aitrends.com
[2] pbynd.co
[2] bah.com

Top Domains in Tweet in G7:
[60] faveeo.com
[32] twitter.com
[24] futuristspeaker.com
[7] impactlab.net
[4] nydla.org
[3] essentials.news
[3] theverge.com
[2] businessinsider.com
[2] visualcapitalist.com
[2] hrps.org

Top Domains in Tweet in G8:
[13] twitter.com
[2] qz.com
[2] dy.si
[2] theverge.com
[1] irishtimes.com
[1] nationswell.com
[1] cbsnews.com
[1] cnn.com
[1] medium.com
[1] acornoak.net

Top Domains in Tweet in G9:
[25] twitter.com
[7] youtube.com
[3] digit-research.org
[3] smh.re
[2] worktechevents.com
[2] forbes.com
[2] youtu.be
[1] ampproject.org
[1] torontofox.com
[1] therecoverysummit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3008] futureofwork
[1423] ai
[652] iot
[539] ar
[404] robotics
[394] remotework
[342] innovation
[336] digitaltransformation
[324] machinelearning
[321] leadership



Top Hashtags in Tweet in G1:
[533] futureofwork
[503] ai
[208] iot
[201] ar
[148] machinelearning
[144] leadership
[129] digitaltransformation
[111] datascience
[101] dataanalytics
[96] pwc

Top Hashtags in Tweet in G2:
[560] futureofwork
[364] ai
[220] innovation
[215] remotework
[200] robotics
[180] design
[173] iot
[155] tech
[115] ar
[114] artificialintelligence

Top Hashtags in Tweet in G3:
[291] futureofwork
[32] covid19
[23] remotework
[22] hr
[21] wfh
[16] digitaltransformation
[14] workfromhome
[14] humanresources
[13] business
[12] innovation

Top Hashtags in Tweet in G4:
[255] ai
[187] futureofwork
[124] ar
[118] iot
[100] vr
[96] 5g
[93] robotics
[73] machinelearning
[60] digitaltransformation
[59] artificialintelligence

Top Hashtags in Tweet in G5:
[262] futureofwork
[65] leadership
[61] covid19
[56] hr
[30] digitalselling
[28] socialselling
[28] newnormal
[27] peopleanalytics
[23] ai
[23] sales

Top Hashtags in Tweet in G6:
[101] futureofwork
[71] ai
[56] dataanalytics
[38] iot
[28] bigdata
[28] digitaltransformation
[27] datascience
[20] data
[19] ar
[19] artificialintelligence

Top Hashtags in Tweet in G7:
[159] futureofwork
[75] ai
[58] industry40
[52] automation
[52] ar
[34] iot
[29] vr
[26] iiot
[25] smartglasses
[24] bigdata

Top Hashtags in Tweet in G8:
[51] futureofwork
[19] work
[19] leadership
[18] tech
[15] jobs
[13] workforce
[13] millennials
[12] genz
[12] training
[12] ai

Top Hashtags in Tweet in G9:
[57] futureofwork
[5] covid19
[4] remotework
[4] futureoflearning
[4] knowledgework
[3] workplace
[3] covid
[3] philly
[3] workfromhome
[3] employeeexperience

Top Hashtags in Tweet in G10:
[27] futureofwork
[26] ai
[20] ml
[20] bigdata
[20] iot
[20] robotics
[20] python
[20] java
[20] reactjs
[20] rstats

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[900] gt
[533] #futureofwork
[503] #ai
[375] mikequindazzi
[208] #iot
[201] #ar
[149] thomas_harrer
[148] #machinelearning
[144] #leadership
[129] #digitaltransformation

Top Words in Tweet in G2:
[560] #futureofwork
[364] #ai
[338] hana_elsayyed
[266] work
[220] #innovation
[215] #remotework
[200] #robotics
[187] gt
[180] #design
[173] #iot

Top Words in Tweet in G3:
[290] #futureofwork
[86] work
[42] more
[38] future
[33] remote
[32] #covid19
[23] #remotework
[22] #hr
[21] #wfh
[21] working

Top Words in Tweet in G4:
[255] #ai
[250] haroldsinnott
[215] mikequindazzi
[187] #futureofwork
[185] work
[161] drivers
[159] truck
[124] #ar
[118] #iot
[116] wef

Top Words in Tweet in G5:
[262] #futureofwork
[75] timothy_hughes
[73] work
[65] #leadership
[61] #covid19
[58] companies
[56] #hr
[49] mercer
[45] passle
[40] times

Top Words in Tweet in G6:
[101] #futureofwork
[97] antgrasso
[95] gt
[81] work
[71] #ai
[63] artificial
[63] intelligence
[63] humans
[61] complex
[61] labor

Top Words in Tweet in G7:
[159] #futureofwork
[80] gt
[75] #ai
[58] #industry40
[52] #automation
[52] #ar
[49] mikequindazzi
[39] work
[34] #iot
[30] 10

Top Words in Tweet in G8:
[51] #futureofwork
[28] work
[19] #work
[19] #leadership
[18] #tech
[18] facebook
[15] #jobs
[15] remote
[14] need
[13] #workforce

Top Words in Tweet in G9:
[57] #futureofwork
[27] work
[27] fesinasia
[21] future
[18] women
[14] opportunities
[13] study
[13] shows
[13] affected
[13] digitalization

Top Words in Tweet in G10:
[77] angelicagallegs
[77] yukarikingdom18
[77] mhall55nine
[77] eoff_sylvia
[57] arnabch01
[53] sminaev2015
[52] mariangelasant8
[45] bperrionni
[45] semicvet50
[45] brindusab1

Top Word Pairs
Top Word Pairs in Tweet in G2:
[598] #futureofwork,#innovation
[130] work,comfortably
[92] #remotework,#futureofwork
[82] #innovation,#design
[67] gt,gt
[66] hana_elsayyed,work
[64] fabriziobustama,shicooks
[58] shicooks,enricomolinari
[54] comfortably,#remotework
[48] #design,fabriziobustama

Top Word Pairs in Tweet in G3:
[176] future,work
[173] remote,work
[173] work,home
[172] covid,19
[123] #remotework,#futureofwork
[106] #covid19,#futureofwork
[106] remote,working
[106] genpact's,chro
[104] chro,piyush
[104] piyush,mehta

Top Word Pairs in Tweet in G4:
[15] truck,drivers
[13] drivers,work
[10] wef,mikequindazzi
[9] mikequindazzi,#ai
[8] #ar,#vr
[8] #vr,#futureofwork
[6] work,remotely
[6] thanks,#5g
[6] #5g,million
[6] million,truck

Top Word Pairs in Tweet in G5:
[154] passle,timothy_hughes
[154] #leadership,#futureofwork
[98] #socialselling,#digitalselling
[92] dlaignite,#socialselling
[88] #digitalselling,#leadership
[83] timothy_hughes,dlaignite
[80] #futureofwork,#newnormal
[77] #peopleanalytics,#futureofwork
[77] sajna,rahman
[77] day,online

Top Word Pairs in Tweet in G6:
[38] artificial,intelligence
[29] complex,work
[28] work,substitute
[26] substitute,routine
[20] intelligence,collaborate
[18] collaborate,humans
[16] humans,effective
[15] effective,partner
[15] partner,complex
[14] routine,labor

Top Word Pairs in Tweet in G7:
[63] #futureofwork,#industry40
[60] gt,gt
[60] #industry40,#automation
[60] #ai,#iot
[59] #iot,#iiot
[59] #ar,infused
[59] infused,#smartglasses
[59] #smartglasses,demonstrate
[59] demonstrate,#futureofwork
[59] #iiot,#bigdata

Top Word Pairs in Tweet in G8:
[53] #work,#workforce
[53] #workforce,#futureofwork
[50] #futureofwork,#jobs
[25] #jobs,#tech
[25] #tech,#millennials
[24] #millennials,#genz
[24] #genz,#training
[24] #training,#business
[24] #business,#leadership
[24] #leadership,#startup

Top Word Pairs in Tweet in G9:
[13] fesinasia,study
[13] study,shows
[13] shows,women
[13] women,affected
[13] affected,digitalization
[12] digitalization,automation
[12] automation,explores
[11] explores,opportunities
[11] fesinasia,fesinasia
[10] future,work

Top Word Pairs in Tweet in G10:
[13] angelicagallegs,yukarikingdom18
[13] yukarikingdom18,mhall55nine
[13] mhall55nine,eoff_sylvia
[13] bperrionni,semicvet50
[13] semicvet50,brindusab1
[13] brindusab1,ritacobix
[13] marinella_maria,mariangelasant8
[13] eoff_sylvia,montynishimura
[12] montynishimura,bperrionni
[12] mariangelasant8,sminaev2015

Top Replied-To
Top Replied-To in Entire Graph:
@angelicagallegs
@frisesally
@roadtripnation
@dhinchcliffe
@akwyz
@mindatwerk
@facebook
@psb_dc
@sminaev2015
@marinella_maria

Top Replied-To in G1:
@akwyz
@spirosmargaris
@janicebgordon
@tetkofi
@facebook
@mikequindazzi

Top Replied-To in G2:
@akwyz
@hana_elsayyed
@haroldsinnott

Top Replied-To in G4:
@chboursin
@anandkumarh6
@jblefevre60
@grazytgrazynatt
@guzmand
@baski_la
@psb_dc
@labordeolivier

Top Replied-To in G5:
@b2community
@workforcedotcom
@jasonaverbook
@jonasraoni
@jcmeister

Top Replied-To in G7:
@mvollmer1

Top Replied-To in G8:
@oppourtunties
@ashoknellikar
@twitter
@narfanator
@iamjoshuaalade
@facebook
@ambermac

Top Replied-To in G9:
@samspurlin

Top Replied-To in G10:
@angelicagallegs
@frisesally
@sminaev2015
@marinella_maria

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@haroldsinnott
@hana_elsayyed
@wef
@jblefevre60
@thomas_harrer
@enricomolinari
@shicooks
@labordeolivier
@fabriziobustama

Top Mentioned in G1:
@mikequindazzi
@thomas_harrer
@haroldsinnott
@guzmand
@akwyz
@spirosmargaris
@trippbraden
@wef
@ceo_aisoma
@technative

Top Mentioned in G2:
@hana_elsayyed
@haroldsinnott
@enricomolinari
@mikequindazzi
@jblefevre60
@shicooks
@labordeolivier
@fabriziobustama
@sebbourguignon

Top Mentioned in G3:
@everlearntweets
@rafael_moscatel
@raywalshe
@theaigroup
@alexschleber
@sapience
@rfiddirect
@kirfoundation
@jkennedy93
@kkmtweet

Top Mentioned in G4:
@haroldsinnott
@mikequindazzi
@wef
@ianljones98
@dr
@futurism
@jblefevre60
@chboursin
@spirosmargaris
@paula_piccard

Top Mentioned in G5:
@timothy_hughes
@mercer
@dlaignite
@hrcurator
@david_green_uk
@tamaramccleary
@deloitteus
@briansolis
@jacobm
@guzmand

Top Mentioned in G6:
@antgrasso
@ume_kyd
@mikequindazzi
@andrewincontact
@singingin
@intellimetri
@haroldsinnott
@alaindehaze
@accenture

Top Mentioned in G7:
@mikequindazzi
@haroldsinnott
@evankirstel
@mvollmer1
@cacpgt
@futureof_work
@darshan_h_sheth
@wef
@thomasfrey
@theinsaneapp

Top Mentioned in G8:
@facebook
@shopify
@twitter
@iamjoshuaalade
@oppourtunties
@decentjobsyouth
@deloittenigeria
@oneyoungworld
@mcgillu
@gvalan

Top Mentioned in G9:
@fesinasia
@ritesh_idnani
@youtube
@bmcaldon
@sin_b
@tedtalks
@tech_mahindra
@heathermcgowan
@heikoscherer
@sussexuni

Top Mentioned in G10:
@yukarikingdom18
@mhall55nine
@eoff_sylvia
@angelicagallegs
@arnabch01
@mariangelasant8
@sminaev2015
@bperrionni
@semicvet50
@brindusab1

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@pandoraskids
@huskorkut
@edinburghwatch
@monicasloves
@ejlazar
@marionspekker
@clairebotai
@chidambara09
@mhall55nine

Top Tweeters in G1:
@sectest9
@fintechna
@reuters
@nembotavy_0101
@calcaware
@torillo59
@andrewmorrisuk
@trippbraden
@hiphopmatrix
@akwyz

Top Tweeters in G2:
@clairebotai
@chidambara09
@edjlazar
@ottlegalrebels
@eraser
@dhinakaranrajan
@bot_innovation
@nicochan33
@gezgintrk
@shicooks

Top Tweeters in G3:
@pandoraskids
@tweet0eye
@g00dwinfred
@futureworldcen
@topmostshop
@jeremyscrivens
@ralexjimenez
@journey_america
@payscale
@fractals

Top Tweeters in G4:
@mashable
@grattongirl
@openmarketingtv
@stuartsimon
@maximamaximum
@gabrielanthonyp
@fmfrancoise
@venturebeat
@wef
@elmelegey

Top Tweeters in G5:
@heatherpeno
@stfuimtweetn0_o
@timothy_hughes
@justbementalist
@scmpnews
@dailyherald
@designthinkbot
@hannaraptor
@b2community
@iamrosario_

Top Tweeters in G6:
@cybersec_feeds
@biconnections
@yvesmulkers
@akdm_bot
@digitaltrends
@jldercle
@analyticbridge
@jayeshmthakur
@greentechdon
@kirkdborne

Top Tweeters in G7:
@evankirstel
@roylmurry425
@businessinsider
@nytimes
@inc
@bernardo_pirola
@reutersbiz
@jboyded
@cakesandmore
@wil_bielert

Top Tweeters in G8:
@irishtimes
@billieo2
@washingtonpost
@gvalan
@cnn
@cbsnews
@yahoofinance
@foxbusiness
@qz
@verge

Top Tweeters in G9:
@santchiweb
@aol
@romain_pro
@stevecase
@straightthinked
@shanmugasundarz
@camdenwatch
@interactionsinc
@tedtalks
@billylinehan

Top Tweeters in G10:
@huskorkut
@monicasloves
@ejlazar
@marionspekker
@mhall55nine
@nieuwemarlean
@jilliemary
@marienassar_
@gambiste1
@peac4love