futureofwork , Twitter, 2/13/2023 10:42:24 PM, 289384


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futureofwork _2023-02-13_14-30-01.xlsx
futureofwork _2023-02-13_14-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 13, 2023
Short Description:
futureofwork via NodeXL https://bit.ly/3xii5PM
@mvollmer1
@eli_krumova
@terence_mills
@ronald_vanloon
@ssxman2
@haroldsinnott
@orangeafrica
@wef
@ucloudify
@akwyz

Top hashtags:
#futureofwork
#ai
#iot
#tech
#iiot
#leadership
#iotpl
#innovation
#ml
#iotcl

Description:
Description
The graph represents a network of 3,196 Twitter users whose recent tweets contained "futureofwork ", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 22:36 UTC.

The tweets in the network were tweeted over the 1742-day, 10-hour, 58-minute period from Monday, 07 May 2018 at 14:01 UTC to Monday, 13 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3196
Unique Edges : 3332
Edges With Duplicates : 12627
Total Edges : 15959
Number of Edge Types : 8
Retweet : 2968
MentionsInRetweet : 6292
Tweet : 1170
Mentions : 2923
Replies to : 179
MentionsInQuote : 904
MentionsInReplyTo : 1370
Quote : 153
Self-Loops : 2615
Reciprocated Vertex Pair Ratio : 0.0536187949981053
Reciprocated Edge Ratio : 0.101780255349757
Connected Components : 573
Single-Vertex Connected Components : 341
Maximum Vertices in a Connected Component : 1781
Maximum Edges in a Connected Component : 13273
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.08058
Graph Density : 0.000544597021707494
Modularity : 0.297255
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,196 Twitter users whose recent tweets contained "futureofwork ", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 22:36 UTC.

The tweets in the network were tweeted over the 1742-day, 10-hour, 58-minute period from Monday, 07 May 2018 at 14:01 UTC to Monday, 13 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[151] https://go.synctrics.com/synctrics
[42] http://celestrak.org/
[38] http://www.techrepublic.com/article/women-
[23] https://www.statista.com/chart/29244/number-of-companies-using-open-ai-in-their-business-processes-worldwide/
[23] https://www.papayaglobal.com/blog/w-9-vs-w-8-forms/
[20] https://weworkremotely.com/
[17] https://www.euronews.com/next/2023/02/10/want-to-work-from-home-these-european-countries-are-the-most-open-to-hybrid-or-remote-work?utm_content=buffer7a786&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://digital-leadership-associates.passle.net/post/102ht3z/10-books-to-energise-your-leadership-skills-this-autumn
[15] https://www.linkedin.com/pulse/feedback-work-mitch-zenger
[15] https://www.openaccessgovernment.org/digital-transformation-help-revise-remote-work-culture/152711/?utm_content=buffer6067e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[39] http://celestrak.org/
[22] https://www.statista.com/chart/29244/number-of-companies-using-open-ai-in-their-business-processes-worldwide/
[10] https://www.linkedin.com/posts/marcellvollmer_futureofwork-leadership-worklifeintegration-activity-7029672363092770816-evDS?utm_source=share&utm_medium=member_ios
[10] https://www.weforum.org/videos/21476-mit-scientists-have-taught-spinach-to-send-emails-1
[8] https://engatica.com/blog/updated-50-most-powerful-ai-influencers-in-2022?contentId=621876196f56fd5ee1a60e55?utm_source=linkedin&utm_medium=50-outstanding-ai-in-business&utm_campaign=social-blast
[7] https://www.youtube.com/watch?v=RirEw-uaS_8&feature=youtu.be

[6] https://towardsdatascience.com/autonomous-driving-dataset-visualization-with-python-and-vizviewer-24ce3d3d11a0
[6] https://autome.me/look-into-top-industrial-iot-applications/
[6] https://www.futureofworkuniversity.com/help-my-culture
[5] https://www.statista.com/chart/29152/the-worlds-next-megacities/?utm_campaign=1b08bf8f3c-All_InfographTicker_daily_COM_PM_KW6_2023_Mo_COPY_&utm_medium=email&utm_source=Statista%20Newsletters&utm_term=0_662f7ed75e-1b08bf8f3c-330666346

Top URLs in Tweet in G2:
[7] https://weworkremotely.com/
[4] https://www2.deloitte.com/us/en/insights/focus/human-capital-trends/2020/covid-19-and-the-future-of-work.html
[4] https://www.reworked.co/digital-workplace/state-of-the-hybrid-workplace-considerations-for-2023/?utm_source=twitter&utm_medium=organic-social&utm_campaign=mpg_us_b2b_always-on
[4] https://twitter.com/Convrseai/status/1623942504180752384/photo/1
[4] https://remoteopportunitiesnest.com/
[4] https://twitter.com/thetealnetwork/status/1624749307596529671/photo/1
[4] https://twitter.com/thetealnetwork/status/1624749311383994369/photo/1
[3] https://www2.deloitte.com/us/en/insights/focus/human-capital-trends/2020/ethical-implications-of-ai.html
[3] https://www.mercer.com/our-thinking/career/global-talent-hr-trends.html?utm_source=voices&utm_medium=social&utm_campaign=global-talent-trends-2023-gbs&utm_id=global-talent-trends-2023-gbs&utm_term=global-talent-trends-2023-gbs&utm_content=global-talent-trends-2023-gbs
[3] https://twitter.com/numog89/status/1623955447479689217/photo/1

Top URLs in Tweet in G3:
[7] https://www.gartner.com/en/topics/successful-tech-buying-process?utm_medium=social&utm_source=twitter&utm_campaign=SM_GB_YOY_GTR_SOC_SF1_SM-SWG-PP&utm_content=&sf263902237=1
[6] https://medium.com/@mesudhir/build-your-chatgpt-using-python-6acc77c9168?source=rss------artificial_intelligence-5
[5] https://www.techrepublic.com/article/women-in-tech-dont-feel-valued/
[4] https://www.forbes.com/sites/gregorme/2023/02/10/7-ways-to-guard-your-job-against-ai-chatgpt/?sh=2df36292572a
[4] https://www.theguardian.com/technology/2023/feb/08/ai-chatgpt-jobs-economy-inequality
[4] https://play.google.com/store/apps/details?id=com.zdroid.uv_light.uv_lamp&hl=en
[4] https://play.google.com/store/apps/details?id=com.zdroid.compassandqiblafinder
[4] https://twitter.com/w1zz3rd33/status/1623731749262860301/photo/1
[3] https://thenextweb.com/news/how-will-chatgpt-dall-e-and-other-ai-tools-impact-the-future-of-work-we-asked-5-experts
[3] https://www.euronews.com/next/2023/02/10/want-to-work-from-home-these-european-countries-are-the-most-open-to-hybrid-or-remote-work?utm_content=buffer7a786&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[15] https://www.openaccessgovernment.org/digital-transformation-help-revise-remote-work-culture/152711/?utm_content=buffer6067e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://www.forbes.com/sites/gilpress/2022/12/09/working-with-ai-today-as-a-guide-to-the-future-of-work/?sh=b5000b77347e
[11] https://twitter.com/TamaraMcCleary/status/1623534681219035136/photo/1
[11] https://financialpost.com/fp-work/back-to-future-of-work-three-predictions-productivity-2023
[9] https://www.euronews.com/next/2023/02/10/want-to-work-from-home-these-european-countries-are-the-most-open-to-hybrid-or-remote-work?utm_content=buffer7a786&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.fastcompany.com/90832093/5-trends-that-will-shape-the-future-of-work
[9] https://twitter.com/TamaraMcCleary/status/1624380249386385409/photo/1
[7] https://www.forbes.com/sites/glebtsipursky/2023/01/21/hybrid-work-policies-the-future-of-the-modern-workplace/?sh=22010938539e
[7] https://www.forbes.com/sites/forbestechcouncil/2020/11/10/what-do-digital-transformation-leaders-do-differently/?sh=3d9e78c057cf&utm_content=bufferd7027&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.thinkers360.com/tl/blog/members/how-to-build-an-agile-workforce-amid-employee-shortage-and-huge-demand

Top URLs in Tweet in G5:
[4] https://twitter.com/Ronald_vanLoon/status/1621916052220157963/video/1
[3] https://twitter.com/Ronald_vanLoon/status/1622867049176244224/video/1
[2] https://twitter.com/Ronald_vanLoon/status/1624004814802673668/video/1
[2] https://twitter.com/Ronald_vanLoon/status/1623501496968007682/video/1
[2] https://twitter.com/Ronald_vanLoon/status/1623976855903543297/video/1
[2] https://twitter.com/Ronald_vanLoon/status/1624035012529061888/video/1
[2] https://twitter.com/Ronald_vanLoon/status/1623685933928263681/video/1
[1] https://twitter.com/Ronald_vanLoon/status/1623763434763419651/video/1
[1] https://twitter.com/Ronald_vanLoon/status/1622459644370210817/video/1
[1] https://twitter.com/Ronald_vanLoon/status/1623873673311490048/video/1

Top URLs in Tweet in G6:
[3] https://bit.ly/3c6o1Vr
[2] https://zcu.io/bm75
[1] https://twitter.com/ETHRWorldME/status/1623576575999455235/photo/1
[1] https://twitter.com/ETHRWorldME/status/1623921052404404224/photo/1
[1] https://twitter.com/ETHRWorldME/status/1624667280578838529/photo/1
[1] https://twitter.com/AntonnieMegam/status/1623950923604316160/photo/1
[1] https://twitter.com/lalithaPriyada5/status/1624097507239243776/photo/1

Top URLs in Tweet in G7:
[1] https://worktechevents.com/events/
[1] https://twitter.com/WorktechEvents/status/1623955158714523648/photo/1
[1] https://ungroup.app.box.com/file/1128601220373
[1] https://www.northbaynipissing.com/opinion-story/10849494-we-need-to-prepare-now-for-the-workforce-of-tomorrow/
[1] https://www.officespacesoftware.com/resources/workplace-strategy/?utm_campaign=2023%20Workplace%20Strategy%20Report&utm_content=237004156&utm_medium=social&utm_source=twitter&hss_channel=tw-260256662
[1] https://www.officespacesoftware.com/features/scenario-planning/?utm_campaign=Demo%27s%20Requested&utm_content=236864165&utm_medium=social&utm_source=twitter&hss_channel=tw-260256662
[1] https://twitter.com/OfficeSpaceSw/status/1623803932127420417/photo/1
[1] https://www.officespacesoftware.com/blog/agile-room-booking-agility/?utm_campaign=Blog&utm_content=237005062&utm_medium=social&utm_source=twitter&hss_channel=tw-260256662
[1] https://twitter.com/OfficeSpaceSw/status/1624075726570811403/photo/1
[1] https://www.wsj.com/articles/ferragamo-italian-brand-designer-maximilian-davis-11674667498

Top URLs in Tweet in G8:
[4] https://orangeafricaweek.com/#form
[1] https://twitter.com/orangeafrica/status/1623972213438160897/photo/1
[1] https://twitter.com/orangeafrica/status/1624362284691738625/photo/1
[1] https://twitter.com/orangeafrica/status/1620708956413861889/photo/1
[1] https://twitter.com/orangeafrica/status/1624423009313513477/photo/1
[1] https://twitter.com/orangeafrica/status/1623638736293531649/photo/1
[1] https://twitter.com/orangeafrica/status/1623710350007848962/photo/1
[1] https://twitter.com/orangeafrica/status/1624052409067532288/photo/1
[1] https://www.dakaractu.com/Le-reseau-Orange-Digital-Centers-organise-la-conference-en-ligne-%C2%A0Future-of-work-Africa-Week-les-14-15-et-16-fevrier_a229716.html
[1] https://twitter.com/Orange_Mali/status/1624064940003807237/video/1

Top URLs in Tweet in G9:
[22] https://www.papayaglobal.com/blog/w-9-vs-w-8-forms/
[13] https://www.turing.com/hire-engineers
[12] https://www.turing.com/resources/everything-you-need-to-know-about-software-development-outsourcing
[6] https://www.papayaglobal.com/blog/1099-vs-w2-employee/
[5] https://twitter.com/martinhoyes/status/1623770444355751936
[5] https://www.mckinsey.com/mgi/Our-Research/Performance-through-people-Transforming-human-capital-into-competitive-advantage
[4] https://twitter.com/martinhoyes/status/1623409675017555968
[3] https://twitter.com/martinhoyes/status/1623476218137034752
[3] https://www.myhrfuture.com/blog/how-is-ai-changing-the-hr-analytics-landscape
[3] https://betterhumans.pub/i-woke-up-at-5-a-m-for-a-week-to-see-if-it-would-change-my-life-8205f7645320

Top URLs in Tweet in G10:
[4] https://twitter.com/bukenya21/status/1624284228526694400/photo/1
[2] https://sumiconline.com/
[1] https://twitter.com/bukenya21/status/1623198823794311170/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1791] twitter.com
[151] synctrics.com
[130] weworkremotely.com
[124] linkedin.com
[123] dy.si
[100] forbes.com
[68] medium.com
[65] papayaglobal.com
[60] youtube.com
[59] turing.com

Top Domains in Tweet in G1:
[579] twitter.com
[39] celestrak.org
[31] statista.com
[20] weforum.org
[18] youtube.com
[15] linkedin.com
[11] engatica.com
[9] forbes.com
[8] towardsdatascience.com
[8] cio.com

Top Domains in Tweet in G2:
[215] twitter.com
[63] dy.si
[42] weworkremotely.com
[27] cvsoci.al
[23] linkedin.com
[12] deloitte.com
[9] youtube.com
[8] medium.com
[7] forbes.com
[7] readyforsocial.com

Top Domains in Tweet in G3:
[119] twitter.com
[46] medium.com
[22] forbes.com
[16] gartner.com
[14] google.com
[5] techrepublic.com
[4] analyticsindiamag.com
[4] theguardian.com
[4] co.uk
[4] paper.li

Top Domains in Tweet in G4:
[256] twitter.com
[56] dy.si
[47] forbes.com
[34] mercer.com
[28] hbr.org
[20] fastcompany.com
[19] thinkers360.com
[18] mercer.us
[15] openaccessgovernment.org
[14] linkedin.com

Top Domains in Tweet in G5:
[49] twitter.com
[2] linkedin.com
[2] yankodesign.com
[1] technovelgy.com
[1] ieee.org

Top Domains in Tweet in G6:
[5] twitter.com
[3] bit.ly
[2] zcu.io

Top Domains in Tweet in G7:
[8] twitter.com
[3] officespacesoftware.com
[3] linkedin.com
[2] fortune.com
[1] worktechevents.com
[1] box.com
[1] northbaynipissing.com
[1] wsj.com
[1] mindstone.com
[1] teamwp.co

Top Domains in Tweet in G8:
[8] twitter.com
[4] orangeafricaweek.com
[1] dakaractu.com

Top Domains in Tweet in G9:
[59] papayaglobal.com
[57] turing.com
[43] twitter.com
[7] mckinsey.com
[5] medium.com
[4] myhrfuture.com
[4] linkedin.com
[4] forbes.com
[3] shrm.org
[3] betterhumans.pub

Top Domains in Tweet in G10:
[5] twitter.com
[2] sumiconline.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3268] futureofwork
[1320] ai
[697] iot
[528] tech
[508] iiot
[466] leadership
[440] iotpl
[428] innovation
[406] ml
[372] iotcl



Top Hashtags in Tweet in G1:
[884] futureofwork
[689] ai
[539] iot
[461] iiot
[439] iotpl
[411] tech
[371] iotcl
[359] iotcommunity
[326] ml
[315] iotpremierleague

Top Hashtags in Tweet in G2:
[481] futureofwork
[65] remotework
[52] ai
[49] remoteworking
[48] workfromhome
[45] wfh
[44] remotejobs
[36] leadership
[29] hr
[23] industryinsights

Top Hashtags in Tweet in G3:
[258] futureofwork
[239] ai
[88] iot
[86] bigdata
[77] machinelearning
[74] ev
[63] ml
[61] 5g
[55] autonomousvehicles
[49] cybersecurity

Top Hashtags in Tweet in G4:
[395] futureofwork
[96] hr
[91] leadership
[44] ai
[37] worktrends
[29] skills
[28] employeeexperience
[23] talent
[22] culture
[20] digitaltransformation

Top Hashtags in Tweet in G5:
[101] innovation
[98] ai
[94] artificialintelligence
[86] mi
[76] futureofwork
[72] robotics
[53] robot
[45] tech
[44] engineering
[26] healthcare

Top Hashtags in Tweet in G6:
[90] etfutureforwardme
[7] futureofwork
[5] ethrworldme
[5] conference
[5] limoverse
[4] hrleaders
[1] dubai
[1] middleeast
[1] limoverseglobal
[1] hr

Top Hashtags in Tweet in G7:
[78] futureofwork
[29] ai
[8] hybridwork
[6] chatgpt
[5] openai
[5] artificialintelligence
[5] worldeconomicforum
[5] hr
[4] skills
[4] wt23basel

Top Hashtags in Tweet in G8:
[54] savethedate
[54] orangedigitalcenters
[54] africa
[54] middleeast
[27] futureofwork
[5] orangedigitalcenter
[1] orange
[1] orangemali

Top Hashtags in Tweet in G9:
[66] futureofwork
[51] cx
[44] ai
[43] remote
[42] salesforce
[40] crm
[40] csuite
[39] sales
[37] hr
[33] job

Top Hashtags in Tweet in G10:
[2] sumiconline
[2] futureofwork

Top Words
Top Words in Tweet in Entire Graph:
[3269] #futureofwork
[1361] #ai
[709] #iot
[604] mvollmer1
[601] work
[595] eli_krumova
[530] #tech
[511] #iiot
[466] #leadership
[440] #iotpl

Top Words in Tweet in G1:
[884] #futureofwork
[726] #ai
[586] eli_krumova
[560] mvollmer1
[551] #iot
[464] #iiot
[439] #iotpl
[413] #tech
[371] #iotcl
[359] #iotcommunity

Top Words in Tweet in G2:
[481] #futureofwork
[129] work
[115] future
[81] more
[70] workplace
[66] job
[65] #remotework
[63] remote
[51] #ai
[49] #remoteworking

Top Words in Tweet in G3:
[259] #futureofwork
[241] #ai
[99] mikequindazzi
[88] #iot
[86] #bigdata
[77] #machinelearning
[74] #ev
[70] ai
[63] #ml
[61] #5g

Top Words in Tweet in G4:
[395] #futureofwork
[106] work
[96] #hr
[91] #leadership
[84] employees
[59] tamaramccleary
[56] more
[55] today
[53] 2023
[52] akwyz

Top Words in Tweet in G5:
[145] ronald_vanloon
[101] #innovation
[98] #ai
[94] #artificialintelligence
[86] #mi
[76] #futureofwork
[72] #robotics
[65] gigadgets_
[53] #robot
[45] #tech

Top Words in Tweet in G6:
[90] gold
[90] #etfutureforwardme
[90] partner
[90] limoverseglobal
[89] health
[86] connecting
[86] seekers
[86] presenting
[86] platform
[86] global

Top Words in Tweet in G7:
[78] #futureofwork
[54] ai
[38] work
[29] #ai
[20] future
[19] more
[18] day
[16] jobs
[16] way
[15] over

Top Words in Tweet in G8:
[72] orangeafrica
[54] #orangedigitalcenters
[54] #savethedate
[54] #africa
[54] network
[54] countries
[54] 17
[54] #middleeast
[53] organi
[27] #futureofwork

Top Words in Tweet in G9:
[66] #futureofwork
[51] #cx
[45] #hr
[44] #ai
[43] #remote
[42] #salesforce
[40] #csuite
[40] #crm
[39] #sales
[33] #job

Top Words in Tweet in G10:
[66] sumiconline
[66] website
[66] visit
[64] bukenya21
[63] quality
[63] trust
[63] assured
[63] products
[63] delivery
[63] big

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[431] #iot,#iiot
[254] #ai,#ml
[236] #iiot,#iotpl
[226] #futureofwork,#leadership
[184] #motivation,#futureofwork
[165] #iotpl,#iotcl
[162] future,work
[159] iotchannel,iotcommunity
[155] #worklife,#motivation
[151] mitchzenger,synctrics

Top Word Pairs in Tweet in G1:
[419] #iot,#iiot
[247] #ai,#ml
[235] #iiot,#iotpl
[164] #iotpl,#iotcl
[159] iotchannel,iotcommunity
[155] #futureofwork,#leadership
[153] #motivation,#futureofwork
[135] #worklife,#motivation
[133] #tech,#emergingtech
[121] #iotslam,#ai

Top Word Pairs in Tweet in G2:
[59] future,work
[47] #remoteworking,#futureofwork
[44] #remotework,#remotejobs
[44] #workfromhome,#wfh
[43] remote,job
[43] #remotejobs,#workfromhome
[42] #wfh,#remoteworking
[24] apply,#remotework
[23] #marketingtrends,#futureofwork
[23] #areyouready,#creatingthefuture

Top Word Pairs in Tweet in G3:
[69] #ev,#futureofwork
[64] mikequindazzi,#ev
[55] #futureofwork,#autonomousvehicles
[55] #autonomousvehicles,#ai
[48] #iot,#5g
[47] #ai,#aiio
[47] #nlu,#futureofwork
[47] #bigdata,#ml
[47] #aiio,#bigdata
[47] #ml,#nlu

Top Word Pairs in Tweet in G4:
[25] remote,work
[22] digital,transformation
[21] parliament,employees
[21] approved,today
[21] today,portuguese
[21] employees,children
[21] chronic,illnesses
[21] #hr,#futureofwork
[21] children,disabilities
[21] disabilities,chronic

Top Word Pairs in Tweet in G5:
[90] #ai,#artificialintelligence
[58] #mi,#robotics
[56] #artificialintelligence,#mi
[30] ronald_vanloon,#robot
[28] #robotics,#innovation
[27] #innovation,#futureofwork
[26] inventions,help
[26] people,reduced
[26] #healthtech,#innovation
[26] gigadgets_,#healthcare

Top Word Pairs in Tweet in G6:
[90] gold,partner
[86] platform,connecting
[86] partner,#etfutureforwardme
[86] #etfutureforwardme,limoverseglobal
[86] presenting,gold
[86] connecting,health
[86] limoverseglobal,global
[86] global,platform
[86] health,seekers
[75] seekers,well

Top Word Pairs in Tweet in G7:
[8] future,work
[6] live,work
[6] skills,#futureofwork
[5] day,one
[5] trying,release
[5] way,working
[5] happening,ai
[5] hive,mind
[5] 10,important
[5] top,10

Top Word Pairs in Tweet in G8:
[54] #orangedigitalcenters,network
[54] countries,#africa
[54] #savethedate,#orangedigitalcenters
[54] network,17
[54] #africa,#middleeast
[54] 17,countries
[53] #middleeast,organi
[53] orangeafrica,#savethedate
[26] #futureofwork,africa
[26] africa,week

Top Word Pairs in Tweet in G9:
[35] #sales,#crm
[35] #crm,#remote
[29] #remote,#job
[28] #salesforce,#sales
[28] #ai,#salesforce
[25] #datascience,#data
[25] #data4good,#datascience
[25] #data,#ai
[22] #ehealth,#cx
[22] #cx,#web3

Top Word Pairs in Tweet in G10:
[66] visit,website
[63] sumiconline,genuine
[63] quality,products
[63] save,big
[63] assured,visit
[63] products,save
[63] delivery,assured
[63] trust,sumiconline
[63] big,first
[63] first,delivery

Top Replied-To
Top Replied-To in Entire Graph:
@iotchannel
@kirkdborne
@khulood_almani
@avrohomg
@sonu_monika
@s0meone_u_know
@enricomolinari
@robtiffany
@monster
@thtaboy

Top Replied-To in G1:
@iotchannel
@kirkdborne
@khulood_almani
@avrohomg
@sonu_monika
@eli_krumova
@iotcommunity
@digital_howell
@robtiffany
@enricomolinari

Top Replied-To in G3:
@bizlet7
@gerald_bader
@adamrogers2030
@insightdottech
@gartner_inc

Top Replied-To in G4:
@realbrooknash
@numly
@samcaucci

Top Replied-To in G5:
@mit

Top Replied-To in G6:
@ethrworldme

Top Replied-To in G7:
@fractionalsu
@cliveroach_jedi
@akwyz

Top Replied-To in G9:
@esetuk

Top Mentioned
Top Mentioned in Entire Graph:
@mvollmer1
@eli_krumova
@iotchannel
@iotcommunity
@ronald_vanloon
@iotpractitioner
@iotslam
@frronconi
@hana_elsayyed
@khulood_almani

Top Mentioned in G1:
@eli_krumova
@mvollmer1
@iotchannel
@iotcommunity
@iotpractitioner
@iotslam
@frronconi
@hana_elsayyed
@jamesvgingerich
@terenceleungsf

Top Mentioned in G2:
@aslamkhanbombay
@9knowled9e
@ycliao7
@realpro4real
@ellowtalents
@introducejobs
@employer4change
@theadfighter
@mpitoronto

Top Mentioned in G3:
@mikequindazzi
@haroldsinnott
@antgrasso
@mvollmer1
@spirosmargaris
@terence_mills
@analytics_659
@gartner_inc
@worldtrendsinfo
@motorcycletwitt

Top Mentioned in G4:
@tamaramccleary
@akwyz
@forbes
@thinkers360
@meghanmbiro
@globaliqx
@mercer
@fastcompany
@wswmuc
@harvardbiz

Top Mentioned in G5:
@ronald_vanloon
@gigadgets_
@wef
@mashable
@bostondynamics
@pbalakrishnarao
@bigdata
@maxjcm
@pascal_bornet
@khulood_almani

Top Mentioned in G6:
@limoverseglobal
@ethrworldme
@antonniemegam
@eshaanresmi

Top Mentioned in G7:
@agentmcwilliam
@teamwp_
@jacobm
@microsoft
@novartis
@monixette
@merekamy
@aj_arrowsmith
@tonbrasuoware
@karinamikhli

Top Mentioned in G8:
@orangeafrica
@agenceecofin
@idriss_linge
@ciomag1
@camilledubruelh
@jeune_afrique
@quentin_velluet
@bearingpoint
@presseorange
@dakaractu

Top Mentioned in G9:
@martinhoyes
@hcm_tech
@david_green_uk
@myhrfuture
@jcorsello
@tedbauermedium
@vendorprisey
@trippbraden
@ingliguori
@thepva

Top Mentioned in G10:
@sumiconline
@bukenya21

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@bmurphypointman
@marshawright
@chidambara09
@alhanda
@monicasloves
@cybersecurityn8
@piyuanker12
@huskorkut
@mhall55nine

Top Tweeters in G1:
@sectest9
@chidambara09
@evankirstel
@reuters
@mcdonalds
@lorimoreno
@southerngemgal
@ssxman2
@amazingchevvolt
@jamesvgingerich

Top Tweeters in G2:
@frelancewkguide
@realpro4real
@jeremyscrivens
@500drachmas
@dellyranksindia
@kevin_craine
@mayurgta
@everyday_mba
@ianknowlson
@joseperezjr01

Top Tweeters in G3:
@rahul05ranjan
@guardian
@calcaware
@telegraph
@marshacollier
@sim010101
@ilovebooks786
@gvalan
@gdprai
@kuriharan

Top Tweeters in G4:
@marshawright
@businessinsider
@nytimes
@nomoreslaves
@forbes
@rwang0
@akwyz
@wsj
@debdebwilder
@simonlporter

Top Tweeters in G5:
@cybersecurityn8
@piyuanker12
@jimmyroybloom
@collectibulldog
@kaleidoscopet0
@beatax088
@mashable
@zippydazipster
@gurdur
@amanfromnowher1

Top Tweeters in G6:
@irangzaile1
@umeshmewara12
@eshaanresmi
@lohitjs
@sheliya_ashok
@hau_kac
@hirawatn
@manunimay
@yanjyanarayan
@ashok_sheliya

Top Tweeters in G7:
@digestwordpress
@ucloudify
@ucloudifyai
@dansodergren
@monixette
@od_optimist
@ukmarketinghelp
@llthingscitizen
@dreasaez
@cliveroach_jedi

Top Tweeters in G8:
@lex89691932
@chaelvibes
@berthierace
@dakaractu
@agenceecofin
@matthiannaji
@jeune_afrique
@leylamustafa371
@moustap305
@mmutlebernard

Top Tweeters in G9:
@fantasticradioo
@jobsviatweet
@hiringcare
@fullnam35087976
@trippbraden
@caring_mobile
@yvesmulkers
@jrkuhns
@billmew
@drwilliams7777

Top Tweeters in G10:
@amandawetie
@accollins256
@joelmpuuga
@mariagenerous
@meyveis21
@gardkayz
@flenory_jr
@kusasirajoan1
@bukenya21
@mia_badkarma