futureofwork , Twitter, 5/12/2021 1:38:09 AM, 254640


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futureofwork _2021-05-10_13-30-05.xlsx
futureofwork _2021-05-10_13-30-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2021
Short Description:
futureofwork via NodeXL https://bit.ly/33C4DYs
@haroldsinnott
@humanre41270855
@mvollmer1
@wef
@nicochan33
@bioenable
@terence_mills
@chidambara09
@godfrey_g_
@do_kinder

Top hashtags:
#futureofwork
#ai
#iot
#bigdata
#datascience
#machinelearning
#analytics
#ml

Description:
Description
The graph represents a network of 4,509 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, 10 May 2021 at 20:41 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 13-hour, 45-minute period from Thursday, 06 May 2021 at 10:15 UTC to Monday, 10 May 2021 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 : 4509
Unique Edges : 7255
Edges With Duplicates : 15301
Total Edges : 22556
Number of Edge Types : 5
Mentions : 4023
Retweet : 5368
MentionsInRetweet : 11712
Tweet : 1333
Replies to : 120
Self-Loops : 1537
Reciprocated Vertex Pair Ratio : 0.0294331395348837
Reciprocated Edge Ratio : 0.0571831980232969
Connected Components : 693
Single-Vertex Connected Components : 444
Maximum Vertices in a Connected Component : 3126
Maximum Edges in a Connected Component : 20573
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.14461
Graph Density : 0.000557496856823669
Modularity : 0.367665
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,509 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, 10 May 2021 at 20:41 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 13-hour, 45-minute period from Thursday, 06 May 2021 at 10:15 UTC to Monday, 10 May 2021 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:
[75] https://www.theverge.com/2021/3/23/22344938/kevin-roose-robotic-automation-future-rpa
[63] https://replug.io
[56] https://www.linkedin.com/posts/ravikikan_startups-startup-entrepreneurs-activity-6778618142429089792-o5NK
[45] https://e.huawei.com/en/eblog/industries/insights/2021/eight-forces-will-shape-future
[30] https://www.linkedin.com/posts/pinakilaskar_neuralnetworks-artificialintelligence-neuromorphiccomputing-activity-6797019752305876992-qfYL
[29] https://securityboulevard.com/2021/05/very-many-qualcomm-phone-chips-hiding-very-nasty-vulnerability/
[27] https://www.aitrends.com/ai-in-science/falsified-satellite-images-in-deepfake-geography-seen-as-security-threat/
[26] http://touchscale.co
[25] https://www.weforum.org/videos/21476-mit-scientists-have-taught-spinach-to-send-emails-1
[24] https://sedo.com/search/details/?partnerid=324561&language=us&domain=theinsurance.io&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage

Top URLs in Tweet in G1:
[56] https://www.linkedin.com/posts/ravikikan_startups-startup-entrepreneurs-activity-6778618142429089792-o5NK
[29] https://www.linkedin.com/posts/pinakilaskar_neuralnetworks-artificialintelligence-neuromorphiccomputing-activity-6797019752305876992-qfYL
[28] https://securityboulevard.com/2021/05/very-many-qualcomm-phone-chips-hiding-very-nasty-vulnerability/
[25] https://www.weforum.org/videos/21476-mit-scientists-have-taught-spinach-to-send-emails-1
[24] https://www.aitrends.com/ai-in-science/falsified-satellite-images-in-deepfake-geography-seen-as-security-threat/
[23] http://touchscale.co
[22] https://sedo.com/search/details/?partnerid=324561&language=us&domain=theinsurance.io&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[20] https://www.helpnetsecurity.com/2021/05/06/email-security-human-issue/
[18] https://jaqkets.com/
[17] https://blog.aboutamazon.co.uk/innovation/how-city-planners-are-using-amazon-web-services-to-model-the-future

Top URLs in Tweet in G2:
[8] https://vrscout.com/news/space-force-holodeck-vr-medical-training/amp/?__twitter_impression=true
[7] https://www.analyticsinsight.net/how-artificial-intelligence-will-affect-the-future-of-work-and-life/
[6] https://techcrunch.com/2021/05/08/when-the-earth-is-gone-at-least-the-internet-will-still-be-working/
[6] https://e.huawei.com/en/eblog/industries/insights/2021/eight-forces-will-shape-future
[5] https://analyticsindiamag.com/how-to-start-a-career-in-artificial-intelligence-in-2021/?utm_content=bufferf5830&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.youtube.com/watch?v=5PnGjacoi5s&feature=youtu.be

[3] https://www.gartner.com/smarterwithgartner/are-you-a-hybrid-workforce-champion-or-a-laggard/
[3] http://touchscale.co
[3] https://www.ft.com/content/bbff5dfd-caa3-4481-a111-c79f0d38d486
[3] https://www.theverge.com/22412400/open-office-pandemic-privacy-safety?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G3:
[63] https://replug.io
[24] https://www.linkedin.com/newsletters/what-is-future-of-work-%3F-6735074096108978176/
[24] https://www.linkedin.com/pulse/meetings-work-mitch-zenger/
[24] https://sloanreview.mit.edu/article/how-to-prevent-the-return-to-offices-from-being-an-emotional-roller-coaster/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[18] https://technative.io/leading-purposeful-action-in-the-skills-revolution/
[13] http://digital-leadership-associates.passle.net/post/102gwta/the-pace-of-change-and-the-future-fit-board
[10] https://www.strategy-business.com/blog/The-Four-Fs-of-employee-experience
[9] https://sloanreview.mit.edu/article/breaking-the-cycle-of-bias-that-works-against-women-leaders/?social_token=ccee185b5b5e5f9b1285c48504b3bef1&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[9] https://technative.io/why-humans-must-be-at-the-forefront-of-the-future-of-work/
[9] http://digital-leadership-associates.passle.net/post/102gwsp/can-i-be-fired-for-not-social-selling

Top URLs in Tweet in G4:
[71] https://www.theverge.com/2021/3/23/22344938/kevin-roose-robotic-automation-future-rpa
[4] https://www.microsoft.com/en-us/worklab/work-trend-index/brain-research
[4] https://successanalytics.blogspot.com/
[3] http://eepurl.com/ddi8vX
[3] https://wonklifebalance.wordpress.com/2021/05/09/the-zombie-office/
[2] https://www.nytimes.com/2021/04/30/technology/google-back-to-office-workers.html?smid=tw-share
[2] https://blog.hubspot.com/marketing/gen-z-workforce-stats?utm_sq=ggkhdh1pr7&utm_source=twitter&utm_medium=social&utm_campaign=isaiahquintana-&utm_content=genz
[2] https://www.pwc.com.au/important-problems/future-of-work-design-for-the-future/future-of-work-podcast.html?icid=FoW-social-twitter-organic-s2trailer
[2] content
[2] https://www.wsj.com/articles/even-the-ceo-of-zoom-says-he-has-zoom-fatigue-11620151459

Top URLs in Tweet in G5:
[1] https://twitter.com/laura_corbeth/status/1353845460138651648?s=20
[1] https://www.linkedin.com/slink?code=gyaWkcR
[1] https://reimagineresearchwellcome.uk.engagementhq.com/Reimagine-Research/brainstormers/send-us-your-ideas-on-how-to-improve-research-culture?fb_page_type=brainstormer&fb_tool_id=211
[1] https://www.ibanet.org/bullying-and-sexual-harassment.aspx
[1] https://twitter.com/InConfidence/status/1364870258360786948

Top URLs in Tweet in G6:
[26] https://e.huawei.com/en/eblog/industries/insights/2021/eight-forces-will-shape-future
[4] https://www.analyticsinsight.net/how-artificial-intelligence-will-affect-the-future-of-work-and-life/
[3] https://www.financialexpress.com/education-2/how-artificial-intelligence-and-machine-learning-are-enhancing-the-learning-curve-for-students/2204051/
[3] https://www.aitrends.com/ai-in-science/falsified-satellite-images-in-deepfake-geography-seen-as-security-threat/
[3] https://johannesdrooghaag.com/peopleHum
[2] https://www.helpnetsecurity.com/2021/05/06/email-security-human-issue/
[2] https://www.futureofworkhub.info/podcasts
[2] https://www.bbc.co.uk/news/business-56888615
[2] https://medium.com/@lindagrass0/women-in-tech-successes-challenges-e1faefc67dac
[2] https://www.gartner.com/smarterwithgartner/are-you-a-hybrid-workforce-champion-or-a-laggard/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1390977277303816197
[1] https://twitter.com/i/web/status/1391294364702281732
[1] https://twitter.com/i/web/status/1391384962000068615

Top URLs in Tweet in G8:
[4] https://www.linkedin.com/pulse/3-common-mistakes-new-leaders-make-jacob-morgan/?published=t
[4] https://constructech.com/investing-in-talent/
[4] https://constructech.com/backing-the-electric-infrastructure/
[3] https://www.linkedin.com/pulse/fareed-zakaria-10-lessons-post-pandemic-world-jacob-morgan/
[3] https://constructech.com/bim-a-bright-future/
[2] https://www.linkedin.com/pulse/3-common-mistakes-new-leaders-make-jacob-morgan/
[2] https://www.linkedin.com/pulse/your-own-boss-friday-art-stress-free-productivity-david-jacob-morgan/?published=t
[2] https://constructech.com/taking-leed-on-the-road/
[1] https://youtu.be/NbuvYVvNpQs
[1] https://twitter.com/i/web/status/1391030432737660932

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1390267741077188609
[1] https://twitter.com/i/web/status/1390259112877887488
[1] https://twitter.com/i/web/status/1390264966905749512
[1] https://twitter.com/i/web/status/1390265318136745986
[1] https://twitter.com/i/web/status/1390265686983905280
[1] https://twitter.com/i/web/status/1390263954350526468

Top URLs in Tweet in G10:
[7] https://allwork.space/
[6] https://www.ibj.com/articles/coworking-spaces-prepping-to-capture-firms-workers-leaving-traditional-offices?__cf_chl_jschl_tk__=edab0f791587c202a8386e9a34cd55f838c66407-1617895826-0-AVOidQQxlAQyZyNZxal6EG_w3HiUmV5y31H0QFVhdEr3Q-RdOnA58KvPhfwrjArxooTho-cm8YVdAHoRecAafLuj8IaPV5YzFgMp6u8r_TgunNhrwbbtc2vdKYi0FgbGgiA8UN7WOLt1y6zsY_gFRgxcaoMtwKWpAu1VMvjskvi3Ww0fRqjMjLdGdgHEFTCYuuUZlLbicItImYQlpvyL9OYf3Hkdwgo_kQ1PNXbJTwU7sYvxG_O3GHrb7EYIRReCUDd04iROCL28ZLHDwbF3juY2_2zEwU4oQIcwhJKUe_heuqNY83HsdO0-njt_BAtTF4qXzYEjJ6gtAp04j_B_wDQv4P5eHrfLFnY1pneSmlbsXsVV7qJyDYWtaBIE0zjwbC83dnL7og7afREfuQSrVSrAR59h6uCvhSOFjxoOEI3_0IX15NoTa6-72hi4flUxi4yTzbgvdt3sxAfo7AreBrA38JyrayY_jyyPws7Nr0gO
[3] https://allwork.space/2021/05/future-of-work-how-to-bring-women-back-into-the-workforce/
[3] https://yardi.zoom.us/webinar/register/2716140326975/WN_25LuUddbSuyWzrVg7Xq0-Q?utm_source=WhatCountsEmail&utm_medium=Yardi
[3] Matrix
[3] Office
[3] Outlook&utm_campaign=042021_Matrix_IND_OFF_Webinar_Email1_13824
[3] https://www.mckinsey.com/business-functions/organization/our-insights/the-organization-blog/the-future-of-work-what-next
[2] https://bit.ly/2QLtlmi
[2] https://blog.eoffice.net/

Top Domains
Top Domains in Tweet in Entire Graph:
[456] twitter.com
[219] linkedin.com
[145] forbes.com
[88] dy.si
[87] theverge.com
[73] mit.edu
[71] weforum.org
[67] co.uk
[66] hbr.org
[63] replug.io

Top Domains in Tweet in G1:
[87] linkedin.com
[60] twitter.com
[46] forbes.com
[44] weforum.org
[41] medium.com
[34] co.uk
[28] securityboulevard.com
[26] sedo.com
[24] aitrends.com
[23] touchscale.co

Top Domains in Tweet in G2:
[42] twitter.com
[26] forbes.com
[8] vrscout.com
[7] techcrunch.com
[7] analyticsinsight.net
[6] huawei.com
[5] medium.com
[5] weforum.org
[5] mckinsey.com
[5] analyticsindiamag.com

Top Domains in Tweet in G3:
[114] twitter.com
[63] replug.io
[61] linkedin.com
[60] dy.si
[58] mit.edu
[50] passle.net
[38] hbr.org
[32] technative.io
[28] forbes.com
[24] bit.ly

Top Domains in Tweet in G4:
[121] twitter.com
[77] theverge.com
[20] linkedin.com
[18] dy.si
[14] paper.li
[10] co.uk
[9] forbes.com
[7] innovativeemployeesolutions.com
[7] careerarc.com
[6] microsoft.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] linkedin.com
[1] engagementhq.com
[1] ibanet.org

Top Domains in Tweet in G6:
[26] huawei.com
[6] twitter.com
[4] analyticsinsight.net
[3] financialexpress.com
[3] aitrends.com
[3] johannesdrooghaag.com
[3] gartner.com
[2] deloitte.com
[2] helpnetsecurity.com
[2] futureofworkhub.info

Top Domains in Tweet in G7:
[3] twitter.com

Top Domains in Tweet in G8:
[18] constructech.com
[14] linkedin.com
[7] twitter.com
[3] youtu.be
[2] ilo.org
[1] futureofworkuniversity.com
[1] entrepreneur.com
[1] instagram.com
[1] co.uk
[1] mckinsey.com

Top Domains in Tweet in G9:
[6] twitter.com

Top Domains in Tweet in G10:
[24] allwork.space
[9] twitter.com
[6] ibj.com
[5] alliancevirtualoffices.com
[5] mckinsey.com
[3] zoom.us
[3] mit.edu
[2] bit.ly
[2] eoffice.net
[2] squarefoot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3637] futureofwork
[1907] ai
[979] iot
[840] bigdata
[836] datascience
[818] machinelearning
[629] analytics
[604] ml
[597] artificialintelligence
[541] rstats



Top Hashtags in Tweet in G1:
[1358] ai
[764] datascience
[755] futureofwork
[749] machinelearning
[731] bigdata
[647] iot
[578] analytics
[517] ml
[516] rstats
[485] python

Top Hashtags in Tweet in G2:
[589] futureofwork
[244] ai
[170] iot
[117] tech
[110] robotics
[107] ar
[94] technology
[85] vr
[79] automation
[76] artificialintelligence

Top Hashtags in Tweet in G3:
[880] futureofwork
[259] leadership
[238] hr
[181] digitaltransformation
[147] peopleanalytics
[133] hrtech
[120] ai
[99] business
[92] culture
[66] iot

Top Hashtags in Tweet in G4:
[433] futureofwork
[78] robots
[77] rpa
[32] remotework
[18] leadership
[14] hr
[13] innovation
[13] ai
[12] digitaltransformation
[12] digitalacceleration

Top Hashtags in Tweet in G5:
[5] futureofwork
[3] bullying
[2] antibullying
[2] workplacebullying
[2] toxicworkplace
[2] sdgs
[2] sdg8
[2] researchculture
[2] scicomm
[2] humanrights

Top Hashtags in Tweet in G6:
[55] futureofwork
[32] ai
[26] smartcity
[20] artificialintelligence
[16] infographic
[14] digitaltransformation
[13] machinelearning
[13] startup
[12] marketcapitalization
[12] stockmarkets

Top Hashtags in Tweet in G7:
[34] tech
[34] robotics
[34] drones
[33] ai
[33] ar
[33] vr
[33] iot
[33] technology
[29] artificialintelligence
[26] datascience

Top Hashtags in Tweet in G8:
[52] futureofwork
[46] buildforwardbetter
[46] covid_19
[46] ilotalks
[25] leadership
[17] sustainability
[17] ai
[16] covid19
[16] construction
[16] iot

Top Hashtags in Tweet in G9:
[71] futureofwork
[46] bsc
[34] crypto
[20] blockchain
[11] hiddengem
[4] workforce
[4] binancesmartchain
[4] altcoin
[3] bnb
[3] efx

Top Hashtags in Tweet in G10:
[69] futureofwork
[23] coworking
[20] business
[12] remotework
[12] workplace
[7] hybridwork
[7] flexibleworkspace
[6] office
[6] cre
[5] officespace

Top Words
Top Words in Tweet in Entire Graph:
[3636] #futureofwork
[1906] #ai
[980] #iot
[840] #bigdata
[836] #datascience
[818] #machinelearning
[737] future
[724] work
[629] #analytics
[604] #ml

Top Words in Tweet in G1:
[1358] #ai
[764] #datascience
[755] #futureofwork
[749] #machinelearning
[731] #bigdata
[647] #iot
[578] #analytics
[517] #ml
[516] #rstats
[485] #python

Top Words in Tweet in G2:
[589] #futureofwork
[346] nicochan33
[331] mvollmer1
[244] #ai
[241] curieuxexplorer
[200] enricomolinari
[198] hana_elsayyed
[194] glengilmore
[190] frronconi
[189] gt

Top Words in Tweet in G3:
[879] #futureofwork
[259] #leadership
[238] #hr
[231] work
[181] #digitaltransformation
[176] need
[162] people
[153] business
[147] #peopleanalytics
[133] #hrtech

Top Words in Tweet in G4:
[433] #futureofwork
[124] future
[107] many
[102] part
[99] businesses
[98] automation
[97] process
[97] never
[96] interview
[96] looks

Top Words in Tweet in G5:
[12] dbetteracademia
[10] proftimnoakes
[10] do_kinder
[10] braincures
[9] suzanne_garrett
[9] dgurdasani1
[6] marikasboros
[5] drumeshprabhu
[5] #futureofwork
[5] criminotweet

Top Words in Tweet in G6:
[84] antgrasso
[83] future
[55] #futureofwork
[52] digital
[52] workforce
[47] improve
[46] cities
[46] support
[45] provide
[45] citizens

Top Words in Tweet in G7:
[34] #tech
[34] #robotics
[34] #drones
[33] #ai
[33] #ar
[33] #vr
[33] #iot
[33] #technology
[29] #artificialintelligence
[26] #datascience

Top Words in Tweet in G8:
[52] #futureofwork
[48] focus
[46] guebrayberhane
[46] #buildforwardbetter
[46] #covid_19
[46] crisis
[46] 2nd
[46] #ilotalks
[46] equitable
[46] inclusive

Top Words in Tweet in G9:
[78] effectaix
[71] #futureofwork
[66] efx
[46] #bsc
[34] #crypto
[22] project
[21] see
[21] changing
[20] #blockchain
[20] cz_binance

Top Words in Tweet in G10:
[69] #futureofwork
[29] mckinsey
[23] work
[23] #coworking
[21] change
[20] allwork_space
[20] help
[20] #business
[16] future
[15] first

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[340] #iot,#iiot
[304] #python,#rstats
[280] #rstats,#reactjs
[230] #ai,#python
[214] #reactjs,#iot
[213] #bigdata,#ml
[211] #bigdata,#analytics
[202] #aiio,#bigdata
[201] #ai,#aiio
[201] #ml,#nlu

Top Word Pairs in Tweet in G1:
[319] #iot,#iiot
[292] #python,#rstats
[268] #rstats,#reactjs
[223] #ai,#python
[210] #reactjs,#iot
[194] #bigdata,#analytics
[174] #bigdata,#ml
[166] #aiio,#bigdata
[165] #ai,#aiio
[165] #ml,#nlu

Top Word Pairs in Tweet in G2:
[122] gt,gt
[107] nicochan33,mvollmer1
[102] mvollmer1,frronconi
[99] glengilmore,nicochan33
[72] frronconi,jeroenbartelse
[67] #iot,#futureofwork
[64] simple,#iot
[54] #ar,#vr
[52] #futureofwork,heinzvhoenen
[52] heinzvhoenen,enricomolinari

Top Word Pairs in Tweet in G3:
[105] #futureofwork,#leadership
[70] passle,timothy_hughes
[63] mitchzenger,synctrics
[55] 'future,work'
[48] simple,matrix
[48] matrix,attributed
[48] attributed,president
[48] president,eisenhower
[48] eisenhower,logically
[48] logically,comprehensive

Top Word Pairs in Tweet in G4:
[96] many,businesses
[95] robotic,process
[95] process,automation
[95] automation,growing
[95] growing,part
[95] part,many
[95] interview,looks
[94] heard,interview
[93] businesses,never
[93] never,heard

Top Word Pairs in Tweet in G5:
[5] proftimnoakes,criminotweet
[5] criminotweet,reneebleau
[5] reneebleau,dgurdasani1
[5] dgurdasani1,dbetteracademia
[5] dbetteracademia,suzanne_garrett
[5] suzanne_garrett,braincures
[5] braincures,marikasboros
[5] cici18480257,carstensenpol
[4] do_kinder,proftimnoakes
[4] marikasboros,bolderesi

Top Word Pairs in Tweet in G6:
[50] digital,workforce
[45] cities,future
[45] future,support
[45] support,digital
[45] workforce,provide
[45] provide,citizens
[45] citizens,personalized
[45] personalized,experiences
[45] experiences,improve
[44] antgrasso,cities

Top Word Pairs in Tweet in G7:
[34] #tech,#robotics
[34] #robotics,#drones
[33] #drones,#ai
[33] #ai,#ar
[33] #ar,#vr
[33] #vr,#iot
[33] #iot,#technology
[29] #technology,#artificialintelligence
[26] #artificialintelligence,#datascience
[26] #datascience,#wearables

Top Word Pairs in Tweet in G8:
[46] #buildforwardbetter,#covid_19
[46] #covid_19,crisis
[46] crisis,2nd
[46] 2nd,#ilotalks
[46] #ilotalks,focus
[46] focus,equitable
[46] equitable,inclusive
[45] guebrayberhane,#buildforwardbetter
[16] #futureofwork,#leadership
[16] #iot,#sustainability

Top Word Pairs in Tweet in G9:
[20] changing,#futureofwork
[17] #futureofwork,efx
[16] #blockchain,#futureofwork
[16] efx,cz_binance
[15] see,relationship
[15] relationship,between
[15] between,#crypto
[15] #crypto,pandemic
[15] pandemic,#blockchain
[14] effectaix,see

Top Word Pairs in Tweet in G10:
[18] #futureofwork,#business
[11] first,mckinsey
[11] mckinsey,organization
[11] organization,blog
[11] blog,#futureofwork
[11] #futureofwork,series
[11] series,outlines
[11] outlines,symbiotic
[11] symbiotic,elements
[11] elements,help

Top Replied-To
Top Replied-To in Entire Graph:
@chantalsimonato
@cointelegraph
@coin98analytics
@mikeray_x
@tylerscrypto
@blockchainsanta
@your_nlp_coach
@anbessa100
@alexsaundersau
@drumeshprabhu

Top Replied-To in G1:
@chantalsimonato
@mit
@albertoemachado
@avrohomg
@deeplearn007
@bluejacketsnhl
@siemensinfra
@iotcommunity
@frisesally
@haroldsinnott

Top Replied-To in G2:
@curieuxexplorer

Top Replied-To in G3:
@exchangeseva
@meghanmbiro
@mercer
@flexdev_group
@andrewnebus

Top Replied-To in G5:
@drumeshprabhu
@dbetteracademia
@proftimnoakes
@bolderesident

Top Replied-To in G8:
@fareedzakaria
@entrepreneur
@sitetrackerinc
@squan18
@skanskausa
@black_veatch
@zonedefensetrk
@researchmarkets
@victorperton

Top Replied-To in G9:
@cointelegraph
@coin98analytics
@mikeray_x
@tylerscrypto
@blockchainsanta
@anbessa100
@your_nlp_coach
@alexsaundersau
@binancechain
@martiniguyyt

Top Replied-To in G10:
@evankirstel
@nytimes
@microsoft

Top Mentioned
Top Mentioned in Entire Graph:
@haroldsinnott
@nicochan33
@mvollmer1
@curieuxexplorer
@wef
@enricomolinari
@analytics_699
@ravikikan
@glengilmore
@hana_elsayyed

Top Mentioned in G1:
@haroldsinnott
@ravikikan
@analytics_699
@pinakilaskar
@wef
@terence_mills
@jblefevre60
@nicochan33
@fabriziobustama
@nowbounce

Top Mentioned in G2:
@nicochan33
@mvollmer1
@curieuxexplorer
@hana_elsayyed
@glengilmore
@frronconi
@enricomolinari
@jeroenbartelse
@jblefevre60
@labordeolivier

Top Mentioned in G3:
@mitsmr
@mercer
@timothy_hughes
@mitchzenger
@dlaignite
@synctrics
@meghanmbiro
@akwyz
@talentculture
@technative

Top Mentioned in G4:
@leebogner
@governancealive
@isaiahquintana_
@ryguyphd
@mr_raju_64
@tape_hq
@lifestyleonline

Top Mentioned in G5:
@dbetteracademia
@do_kinder
@braincures
@proftimnoakes
@suzanne_garrett
@dgurdasani1
@marikasboros
@criminotweet
@reneebleau
@cici18480257

Top Mentioned in G6:
@antgrasso
@huawei
@andrewincontact
@mvollmer1
@business
@oxana_zeitler
@drjdrooghaag
@ingliguori
@ing
@haroldsinnott

Top Mentioned in G7:
@thenewsmodel
@bioenable
@mdtufayeahmed1
@marietwit
@gbholley1
@genericfem
@partyleader_id
@thewordluvver
@nealschaffer
@authorrochelle

Top Mentioned in G8:
@guebrayberhane
@jacobm
@constructechmag
@ilo
@haroldsinnott
@gtdguy
@allied_mr
@un
@enricomolinari
@wef

Top Mentioned in G9:
@effectaix
@cz_binance
@mdxcrypto
@pancakeswap
@bsctrillionaire
@news_of_bsc
@binancechain
@binance
@jlswipe
@bsc_daily

Top Mentioned in G10:
@allwork_space
@mckinsey
@yardi
@bartlettassoc
@frankcottle
@alliancevirtual
@edge_commercial
@tishmanspeyer
@oe_workspaces
@europecoworking

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@cybersec_feeds
@chidambara09
@ejlazar
@huskorkut
@monicasloves
@femtech_
@susanneleist
@mhall55nine

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@ejlazar
@huskorkut
@monicasloves
@femtech_
@mhall55nine
@xaelbot
@codedailybot
@nieuwemarlean

Top Tweeters in G2:
@jornalistavitor
@evankirstel
@bexxmodd
@scheerenberger
@morgfair
@penndragonart
@gezgintrk
@cindyceemerson
@valaafshar
@nicochan33

Top Tweeters in G3:
@chidambara09
@john1966olsen
@rosenchild
@lorimoreno
@businessinsider
@guardian
@hollowmanseries
@micheleangelo13
@nancyrubin
@akwyz

Top Tweeters in G4:
@frelancewkguide
@topmostshop
@marketingrdv
@futureworldcen
@leebogner
@lifestyleonline
@jkatzaman
@s_galimberti
@johntarnoff
@epwait

Top Tweeters in G5:
@googleexpertuk
@drumeshprabhu
@funder
@realscientists
@rossthomson26
@mittendamour
@nhswhistleblowr
@prjournorequest
@timeshighered
@hrw

Top Tweeters in G6:
@sudeepkhatri
@business
@bbcnews
@btptechsearch
@gdprai
@gdpr25thmay18
@manifattura40
@drjdrooghaag
@abelbishoph
@ananthpspk

Top Tweeters in G7:
@susanneleist
@brendaoncats
@gummbyman32
@sobertj
@anglrsg9
@healhglyn
@nealschaffer
@99ermikeb
@oxo6
@rnj114

Top Tweeters in G8:
@washingtonpost
@kriscolvin
@cnn
@sustaintrends
@entrepreneur
@caronaupdates
@amizere
@lilylauren
@philipogola
@hildanewton21

Top Tweeters in G9:
@eljaboom
@asennawealth
@cointelegraph
@crediblecrypto
@crypto_birb
@1crypticpoet
@bitboy_crypto
@altcoinsherpa
@goltra
@bullrun_gravano

Top Tweeters in G10:
@nytimes
@designthinkbot
@sprintbaseb
@rasushrestha
@irmaraste
@lee_wilkinson2
@prdaily
@iamritu
@seiu
@in_stemm