futureofwork , Twitter, 12/6/2021 9:53:50 PM, 267784


FAQ | Problem?

futureofwork _2021-12-06_13-30-05.xlsx
futureofwork _2021-12-06_13-30-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2021
Short Description:
futureofwork via NodeXL https://bit.ly/3pE22YG
@xhashtagio
@eli_krumova
@mvollmer1
@haroldsinnott
@do_kinder
@humanre41270855
@ronald_vanloon
@terence_mills
@nicochan33
@analytics_699

Top hashtags:
#futureofwork
#ai
#iot
#datascience
#machinelearning
#datascientist

Description:
Description
The graph represents a network of 4,017 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, 06 December 2021 at 21:43 UTC.

The requested start date was Monday, 06 December 2021 at 01:01 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 2-day, 19-hour, 39-minute period from Friday, 03 December 2021 at 05:21 UTC to Monday, 06 December 2021 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 4017
Unique Edges : 5611
Edges With Duplicates : 15599
Total Edges : 21210
Number of Edge Types : 5
Mentions : 3124
Tweet : 1010
Retweet : 5882
MentionsInRetweet : 11105
Replies to : 89
Self-Loops : 1302
Reciprocated Vertex Pair Ratio : 0.0259149566321134
Reciprocated Edge Ratio : 0.050520672234251
Connected Components : 423
Single-Vertex Connected Components : 259
Maximum Vertices in a Connected Component : 3210
Maximum Edges in a Connected Component : 20078
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.987163
Graph Density : 0.000601217237100887
Modularity : 0.364148
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,017 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, 06 December 2021 at 21:43 UTC.

The requested start date was Monday, 06 December 2021 at 01:01 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 2-day, 19-hour, 39-minute period from Friday, 03 December 2021 at 05:21 UTC to Monday, 06 December 2021 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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:
[120] https://www.valuecoders.com/blog/technology-and-apps/machine-learning-app-ideas/
[58] https://sanctions.io/crypto-industry/?utm_source=twitter&utm_medium=email&utm_campaign=mh-crypto/
[48] https://go.synctrics.com/synctrics
[30] https://venturebeat.com/2021/11/01/ai-technology-modernizes-warehouse-management/
[29] https://sedo.com/search/details/?partnerid=324561&language=us&domain=talkinge.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[23] https://thecryptopay.com/
[22] https://www.logisticsit.com/articles/2021/11/24/the-role-of-the-risk-assessment-in-any-iot-rollout
[18] https://www.forbes.com/sites/bernardmarr/2021/11/17/the-5-biggest-customer-experience-cx-trends-in-2022/?sh=273e977b4cff
[18] https://www.dataversity.net/why-optimized-day-2-operations-are-key-for-modern-data-centers/
[18] https://twitter.com/sanctions_io/status/1396116665545498626

Top URLs in Tweet in G1:
[7] https://twitter.com/xhashtagio/status/1466738691557113857
[4] https://solrazr.com/projects/xhashtag
[4] https://www.shorturl.at/lryPU
[1] https://finance.yahoo.com/news/xhashtags-token-xtag-gets-listed-073100492.html
[1] https://xhashtag.io/
[1] https://money.yahoo.com/xhashtags-token-xtag-gets-listed-073100492.html
[1] https://twitter.com/kucoincom/status/1465577717026283523
[1] https://twitter.com/i/web/status/1466738691557113857
[1] https://medium.com/@SolRazr_App/xhashtag-ido-process-on-solrazr-81229785173c
[1] https://linktr.ee/xhashtag

Top URLs in Tweet in G2:
[111] https://www.valuecoders.com/blog/technology-and-apps/machine-learning-app-ideas/
[58] https://sanctions.io/crypto-industry/?utm_source=twitter&utm_medium=email&utm_campaign=mh-crypto/
[29] https://sedo.com/search/details/?partnerid=324561&language=us&domain=talkinge.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[23] https://thecryptopay.com/
[22] https://www.logisticsit.com/articles/2021/11/24/the-role-of-the-risk-assessment-in-any-iot-rollout
[18] https://www.forbes.com/sites/bernardmarr/2021/11/17/the-5-biggest-customer-experience-cx-trends-in-2022/?sh=273e977b4cff
[18] https://www.dataversity.net/why-optimized-day-2-operations-are-key-for-modern-data-centers/
[18] https://twitter.com/sanctions_io/status/1396116665545498626
[17] https://medium.com/geekculture/how-ai-can-improve-how-we-drive-58bb8bfac331?source=rss------artificial_intelligence-5
[17] https://www.ericsson.com/en/blog/2021/12/want-to-power-port-digitalization-and-cutting-edge-use-cases-5g-private-networks-are-the-answer?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[26] https://venturebeat.com/2021/11/01/ai-technology-modernizes-warehouse-management/
[12] https://www.weforum.org/agenda/2021/12/how-to-adapt-post-pandemic-workplace-young-global-leaders/
[12] https://www.raconteur.net/infographics/unlocking-elearning/
[8] https://www.valuecoders.com/blog/technology-and-apps/machine-learning-app-ideas/
[7] https://www.theregister.com/AMP/2021/12/02/meta_qualcomm_metaverse_hardware/?utm_content=buffer0c2d9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.weforum.org/agenda/2021/09/drones-reforesting-restore-conservation-disease/?utm_source=linkedin&utm_medium=social_video&utm_term=1_1&utm_content=24110_Israel_drones_delivery_motorcycles&utm_campaign=social_video_2021
[5] https://hbr.org/2017/05/neurodiversity-as-a-competitive-advantage
[4] https://www.weforum.org/reports/the-future-of-jobs-report-2020
[4] https://hbr.org/2021/11/why-health-care-systems-should-invest-in-medical-malls
[4] https://hbr.org/2021/11/3-tactics-to-accelerate-a-digital-transformation

Top URLs in Tweet in G4:
[48] https://go.synctrics.com/synctrics
[9] https://www.techfunnel.com/information-technology/artificial-intelligence-trends-in-2022/?utm_content=buffera2a13&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.linkedin.com/pulse/feedback-work-mitch-zenger
[8] https://www.linkedin.com/pulse/meetings-work-mitch-zenger/
[7] https://hbr.org/2021/05/how-to-do-hybrid-right
[7] https://www.hrbartender.com/2021/employee-engagement/difference-employee-engagement-commitment/
[6] https://sloanreview.mit.edu/article/when-collaboration-fails-and-how-to-fix-it/?social_token=8a139296f72a8d11c4ced6a17c679092&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[5] https://www.businessleader.co.uk/atom-bank-moves-to-a-four-day-week-will-the-rest-of-the-uk-follow-its-lead/?utm_content=buffer12c28&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.youtube.com/c/LeanchangeOrg?utm_content=bufferbb9d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://chiefexecutive.net/5-leadership-approaches-that-make-remote-work-a-success/

Top URLs in Tweet in G5:
[8] https://futuristspeaker.com/
[3] https://www.forbes.com/sites/forbestechcouncil/2021/12/01/the-skills-required-for-the-future-of-work/
[2] https://www.verrex.com/av-systems-integration-1
[2] https://www.theguardian.com/world/2021/nov/20/flexible-working-a-system-set-up-for-women-to-fail
[2] https://www.getrevue.co/profile/futureofwork
[2] https://thewest.com.au/business/public-companies/frontier-unveils-uber-grade-papua-new-guinea-gold-target--c-4777868
[1] https://twitter.com/i/web/status/1466649200683204608
[1] https://twitter.com/i/web/status/1466650281316212739
[1] https://twitter.com/i/web/status/1466650908322848770
[1] https://twitter.com/i/web/status/1466656175257120774

Top URLs in Tweet in G6:
[3] https://hbr.org/2021/10/its-a-new-era-for-mental-health-at-work?utm_content=184931421&utm_medium=social&utm_source=linkedin&hss_channel=lis-e9RGdPS-tH
[2] https://www.forbes.com/sites/forbestechcouncil/2021/09/28/four-questions-to-ask-to-see-if-you-are-ai-ready/?sh=62cae0236716
[1] https://www.cpomagazine.com/cyber-security/3-cybersecurity-lessons-for-working-from-home-as-enterprises-prepare-for-new-hybrid-era/
[1] https://www.valuecoders.com/blog/technology-and-apps/machine-learning-app-ideas/
[1] https://twitter.com/i/web/status/1466801166348697601
[1] https://www.gartner.com/smarterwithgartner/make-the-future-of-work-a-win-win-for-people-and-organizations/?utm_medium=social&utm_source=twitter&utm_campaign=SM_GB_YOY_GTR_SOC_SF1_SM-SWG&utm_content=&sf247584076=1
[1] https://www.gartner.com/en/insights/seven-myths-about-hybrid-future-of-work?source=BLD-200123&utm_medium=social&utm_source=bambu&utm_campaign=SM_GB_YOY_GTR_SOC_BU1_SM-BA-RM-MISC-CF-FOW
[1] https://www.gartner.com/en/insights/seven-myths-about-hybrid-future-of-work?utm_medium=social&utm_source=twitter&utm_campaign=SM_GB_YOY_GTR_SOC_SF1_SM-RM-CF-FOW&utm_content=&sf251373752=1
[1] https://blogs.gartner.com/daniel-sanchezreina/2020/12/06/predicts-2021-technology-executives-must-adjust-talent-and-leadership-direction-for-digital-acceleration/?utm_campaign=RM_NA_2020_SWG_NL_NL51_IT&utm_medium=email&utm_source=Eloqua&cm_mmc=Eloqua-_-Email-_-LM_RM_NA_2020_SWG_NL_NL51_IT-_-0000
[1] https://www.gartner.com/en/insights/seven-myths-about-hybrid-future-of-work?utm_medium=social&utm_source=twitter&utm_campaign=SM_GB_YOY_GTR_SOC_SF1_SM-RM-CF-FOW&utm_content=&sf251385283=1

Top URLs in Tweet in G7:
[4] https://www.linkedin.com/pulse/sales-postbut-its-worth-jacob-morgan/?trackingId=PDFpsJCkOGVwxNG2%2B8gYFg%3D%3D
[3] https://www.linkedin.com/pulse/6-conditions-creating-effective-teams-jacob-morgan/
[2] https://www.linkedin.com/pulse/bob-chapman-ceo-barry-wehmiller-what-takes-lead-future-jacob-morgan/?published=t
[2] https://www.pmresults.co.uk/centralf-review-the-best-tool-weve-seen-for-hybrid-work/
[2] https://www.pmresults.co.uk/remote-work-the-new-normal/
[1] https://www.instagram.com/p/CWUki9nFa6Q/?utm_source=ig_web_copy_link
[1] https://twitter.com/i/web/status/1466663571337760770
[1] https://twitter.com/i/web/status/1466724015444221955
[1] https://twitter.com/i/web/status/1466754290890985473
[1] https://youtu.be/JL_unHu7uBU

Top URLs in Tweet in G8:
[14] https://www.maddyness.com/2021/12/02/france-1-million-de-startups/
[12] https://www.theverge.com/2021/12/2/22813731/google-project-starline-specs-features-research-paper-8k-tv-microphones-camera-capture-pods?utm_source=pocket_mylist
[1] https://twitter.com/sophie_chesneau/status/1466394729965363206
[1] https://twitter.com/i/web/status/1467038146919649284
[1] https://twitter.com/ARIJNetwork/status/1466903646503944199
[1] https://twitter.com/ARIJNetwork/status/1466767870344544264
[1] https://twitter.com/ARIJNetwork/status/1466903622650892291
[1] https://twitter.com/i/web/status/1467086285324046338
[1] https://www.facebook.com/photo/?fbid=10159891971572299&set=a.10151875122092299
[1] https://arij-net.zoom.us/meeting/register/tZ0odeCppj0qGNfBjsDhVdFw7kBGjgD9dH2w

Top URLs in Tweet in G9:
[15] https://youtu.be/4oWOqmHQGYo
[9] http://digital-leadership-associates.passle.net/post/102haoo/my-sales-marketing-and-leadership-predictions-for-2022
[8] https://youtu.be/BHEVyT_fApY
[7] http://digital-leadership-associates.passle.net/post/102hcah/the-8-step-checklist-to-evaluating-your-2022-revops-strategy
[3] http://digital-leadership-associates.passle.net/post/102hbza/the-importance-for-ceos-to-be-active-on-twitter-in-business-today
[3] https://youtu.be/2AXWFplA6vE
[2] http://digital-leadership-associates.passle.net/post/102hcop/how-social-media-usage-has-accelerated-and-changed-business-over-the-last-10-year
[2] https://peggysmedleyshow.com/manufacturing-the-way-forward
[2] https://youtu.be/SiCbpEDD-6E
[1] https://twitter.com/i/web/status/1466962976288780290

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1466686143366316034
[1] https://twitter.com/i/web/status/1466716339356139528
[1] https://twitter.com/i/web/status/1467078729360764928
[1] https://twitter.com/i/web/status/1466716342032216064
[1] https://twitter.com/i/web/status/1467078727494422528

Top Domains
Top Domains in Tweet in Entire Graph:
[598] twitter.com
[120] valuecoders.com
[119] forbes.com
[107] medium.com
[98] linkedin.com
[75] hbr.org
[70] sanctions.io
[66] sedo.com
[61] dy.si
[54] weforum.org

Top Domains in Tweet in G1:
[18] twitter.com
[4] solrazr.com
[4] shorturl.at
[3] yahoo.com
[1] xhashtag.io
[1] medium.com
[1] linktr.ee
[1] marketwatch.com
[1] sedo.com

Top Domains in Tweet in G2:
[252] twitter.com
[111] valuecoders.com
[101] medium.com
[77] forbes.com
[70] sanctions.io
[64] sedo.com
[49] bloomberg.com
[33] expresscomputer.in
[33] co.uk
[33] mckinsey.com

Top Domains in Tweet in G3:
[35] hbr.org
[31] weforum.org
[31] twitter.com
[26] venturebeat.com
[15] inc.com
[12] raconteur.net
[10] mit.edu
[8] valuecoders.com
[7] theregister.com
[5] theconversation.com

Top Domains in Tweet in G4:
[74] twitter.com
[49] synctrics.com
[30] hbr.org
[29] linkedin.com
[21] forbes.com
[14] mit.edu
[14] youtube.com
[14] dy.si
[11] talentculture.com
[11] fastcompany.com

Top Domains in Tweet in G5:
[115] twitter.com
[21] careerarc.com
[18] dy.si
[10] linkedin.com
[9] forbes.com
[8] futuristspeaker.com
[4] vision33.com
[4] spaceiq.com
[4] getrevue.co
[3] hbr.org

Top Domains in Tweet in G6:
[5] gartner.com
[3] hbr.org
[2] forbes.com
[1] cpomagazine.com
[1] valuecoders.com
[1] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[17] twitter.com
[10] linkedin.com
[8] co.uk
[6] youtu.be
[2] thehrdirector.com
[2] chatterthatmatters.ca
[1] instagram.com
[1] 6leadershiptrends.com
[1] raconteur.net
[1] womenspowerbook.org

Top Domains in Tweet in G8:
[14] maddyness.com
[12] theverge.com
[9] twitter.com
[1] facebook.com
[1] zoom.us

Top Domains in Tweet in G9:
[29] youtu.be
[24] passle.net
[3] twitter.com
[2] peggysmedleyshow.com
[1] linkedin.com
[1] instagram.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2790] futureofwork
[2113] ai
[1794] iot
[1317] datascience
[1291] machinelearning
[941] datascientist
[922] cx
[917] women
[914] frenchtech
[904] fashiontech



Top Hashtags in Tweet in G1:
[679] earn
[84] kucoin
[67] web3
[67] futureofwork
[65] solana
[63] work4
[54] dao
[53] play2earn
[9] xhashtag
[4] ido

Top Hashtags in Tweet in G2:
[1608] iot
[1588] ai
[1273] datascience
[1142] machinelearning
[959] futureofwork
[937] datascientist
[908] women
[906] cx
[900] fashiontech
[897] ehealth

Top Hashtags in Tweet in G3:
[579] futureofwork
[277] ai
[189] ar
[166] innovation
[145] vr
[133] leadership
[121] iot
[115] 5g
[114] digitaltransformation
[111] tech

Top Hashtags in Tweet in G4:
[429] futureofwork
[133] ai
[128] hr
[90] leadership
[74] ml
[66] bigdata
[56] aiio
[56] nlu
[49] peopleanalytics
[46] culture

Top Hashtags in Tweet in G5:
[237] futureofwork
[11] ai
[10] technology
[10] hr
[10] captions
[9] skills
[9] remotework
[9] hybridwork
[9] competitor
[9] hashtag

Top Hashtags in Tweet in G6:
[50] artificialintelligence
[20] iot
[20] robots
[20] innovation
[20] technology
[19] futureofwork
[18] ai
[18] internet
[17] digital
[17] sensors

Top Hashtags in Tweet in G7:
[62] futureofwork
[19] leadership
[8] remotework
[7] wfh
[6] employeeexperience
[5] remotejobs
[4] leadershipcourses
[4] omnicron
[4] recycling
[4] aviation

Top Hashtags in Tweet in G8:
[14] coupdeflash
[14] frenchtech
[13] futureofwork
[13] journalistes
[12] transfonum
[12] télétravail
[12] google
[12] téléprésence
[10] journalism
[9] medias

Top Hashtags in Tweet in G9:
[29] timtalk
[27] socialselling
[26] futureofwork
[23] digitalselling
[15] leadership
[13] innovation
[11] salesleader
[8] digitaltransformation
[8] socialmedia
[7] sales

Top Hashtags in Tweet in G10:
[22] tech
[22] robotics
[22] drones
[22] ai
[22] ar
[22] vr
[22] iot
[22] technology
[20] artificialintelligence
[17] datascience

Top Words
Top Words in Tweet in Entire Graph:
[2790] #futureofwork
[2113] #ai
[1796] #iot
[1317] #datascience
[1291] #machinelearning
[941] #datascientist
[922] #cx
[917] #women
[914] #frenchtech
[904] #fashiontech

Top Words in Tweet in G1:
[828] xhashtagio
[783] xtag
[679] xtaggers
[679] #earn
[678] usdc
[678] fusion
[676] pool
[675] chance
[675] 600
[669] apr

Top Words in Tweet in G2:
[1610] #iot
[1588] #ai
[1273] #datascience
[1142] #machinelearning
[959] #futureofwork
[937] #datascientist
[908] #women
[906] #cx
[900] #fashiontech
[897] #ehealth

Top Words in Tweet in G3:
[579] #futureofwork
[431] mvollmer1
[302] curieuxexplorer
[277] #ai
[267] nicochan33
[256] frronconi
[189] #ar
[166] #innovation
[162] shi4tech
[152] #future

Top Words in Tweet in G4:
[429] #futureofwork
[134] work
[133] #ai
[128] #hr
[90] #leadership
[85] people
[81] need
[74] #ml
[66] #bigdata
[62] gt

Top Words in Tweet in G5:
[237] #futureofwork
[52] work
[41] more
[36] future
[23] bring
[20] hybrid
[19] employees
[18] employers
[18] working
[17] people

Top Words in Tweet in G6:
[71] ronald_vanloon
[50] #artificialintelligence
[49] iron
[49] man
[49] style
[49] jet
[49] suit
[49] designed
[49] help
[49] walkers

Top Words in Tweet in G7:
[62] #futureofwork
[19] #leadership
[17] work
[13] jacobm
[13] industry
[10] future
[10] learn
[9] businesses
[8] things
[8] great

Top Words in Tweet in G8:
[22] flashtweet
[15] plus
[14] #coupdeflash
[14] #frenchtech
[14] crée
[14] d'emplois
[14] entreprises
[14] classiques
[13] #futureofwork
[13] #journalistes

Top Words in Tweet in G9:
[67] timothy_hughes
[44] dlaignite
[40] passle
[29] #timtalk
[27] #socialselling
[26] #futureofwork
[23] #digitalselling
[22] 2022
[20] social
[19] business

Top Words in Tweet in G10:
[23] #ar
[22] #tech
[22] #robotics
[22] #drones
[22] #ai
[22] #vr
[22] #iot
[22] #technology
[20] #artificialintelligence
[18] thenewsmodel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[900] #frenchtech,#women
[900] #women,#datascientist
[900] #datascientist,#fashiontech
[900] #fashiontech,#ehealth
[896] #ehealth,#datascience
[857] #cx,#iot
[856] #iot,#frenchtech
[810] #digital,#cx
[715] #datascience,#finser
[678] xtag,usdc

Top Word Pairs in Tweet in G1:
[678] xtag,usdc
[675] xtaggers,chance
[675] chance,#earn
[675] #earn,600
[669] 600,apr
[669] apr,simply
[669] simply,staking
[669] staking,xtag
[669] usdc,lp
[669] lp,fusion

Top Word Pairs in Tweet in G2:
[896] #frenchtech,#women
[896] #women,#datascientist
[896] #datascientist,#fashiontech
[896] #fashiontech,#ehealth
[892] #ehealth,#datascience
[853] #cx,#iot
[852] #iot,#frenchtech
[807] #digital,#cx
[711] #datascience,#finser
[670] chidambara09,#digital

Top Word Pairs in Tweet in G3:
[125] nicochan33,frronconi
[96] #worklife,#motivation
[96] #motivation,#futureofwork
[96] #futureofwork,#leadership
[95] frronconi,mvollmer1
[73] #leadership,#worklifebalance
[62] curieuxexplorer,#ar
[60] #chemistry,much
[60] much,fun
[60] fun,#ar

Top Word Pairs in Tweet in G4:
[56] #ai,#aiio
[56] #aiio,#bigdata
[56] #bigdata,#ml
[56] #ml,#nlu
[56] #nlu,#futureofwork
[48] mitchzenger,synctrics
[39] artificial,intelligence
[33] #futureofwork,#leadership
[29] gt,gt
[28] use,technology

Top Word Pairs in Tweet in G5:
[16] future,work
[12] bring,thinking
[12] thinking,reinvent
[12] reinvent,#futureofwork
[10] learn,more
[10] bring,ideas
[10] caption,hashtag
[10] hashtag,competition
[10] competition,begin
[10] begin,#captions

Top Word Pairs in Tweet in G6:
[49] iron,man
[49] man,style
[49] style,jet
[49] jet,suit
[49] suit,designed
[49] designed,help
[49] help,walkers
[49] walkers,distress
[48] distress,cheddar
[48] cheddar,#artificialintelligence

Top Word Pairs in Tweet in G7:
[12] #futureofwork,#leadership
[5] #leadership,#futureofwork
[5] bob,chapman
[5] chapman,ceo
[5] ceo,barrywehmiller
[5] truly,human
[5] human,leadership
[4] #leadership,#leadershipcourses
[4] #leadershipcourses,#employeeexperience
[4] barrywehmiller,lot

Top Word Pairs in Tweet in G8:
[14] #coupdeflash,#frenchtech
[14] #frenchtech,crée
[14] crée,plus
[14] plus,d'emplois
[14] d'emplois,entreprises
[14] entreprises,classiques
[12] #transfonum,#télétravail
[12] #télétravail,#google
[12] #google,expérimente
[12] expérimente,#téléprésence

Top Word Pairs in Tweet in G9:
[36] passle,timothy_hughes
[27] dlaignite,#socialselling
[22] #socialselling,#digitalselling
[17] sales,marketing
[16] marketing,leadership
[16] timothy_hughes,#timtalk
[15] ethan,berg
[15] berg,dlaignite
[14] timothy_hughes,dlaignite
[12] step,checklist

Top Word Pairs in Tweet in G10:
[22] #tech,#robotics
[22] #robotics,#drones
[22] #drones,#ai
[22] #ai,#ar
[22] #ar,#vr
[22] #vr,#iot
[22] #iot,#technology
[20] #technology,#artificialintelligence
[17] #artificialintelligence,#datascience
[15] #datascience,#wearables

Top Replied-To
Top Replied-To in Entire Graph:
@xhashtagio
@metafinance_mfi
@paula_piccard
@albertoemachado
@gerald_bader
@ja1405_ja
@daddynyembue
@sanctions_io
@sharleneisenia
@bdo_canada

Top Replied-To in G1:
@xhashtagio

Top Replied-To in G2:
@metafinance_mfi
@paula_piccard
@daddynyembue
@ja1405_ja
@sanctions_io
@khulood_almani
@albertoemachado
@_techmode
@juanpapajaro
@cloudpreacher

Top Replied-To in G3:
@sharleneisenia
@haroldsinnott
@ashoknellikar
@sallyeaves
@albertoemachado
@xbond49
@ingridvasiliu
@mrjosephyoung
@reuters

Top Replied-To in G4:
@gerald_bader
@braincures
@drumeshprabhu

Top Replied-To in G7:
@generation_ie

Top Mentioned
Top Mentioned in Entire Graph:
@xhashtagio
@chidambara09
@ray
@mvollmer1
@haroldsinnott
@eli_krumova
@kred
@curieuxexplorer
@analytics_699
@nicochan33

Top Mentioned in G1:
@xhashtagio
@ray
@kucoincom
@raydiumprotocol
@solrazr_app
@ismailrasaq5
@benardmalundo
@spiffyunusual
@olakunle_zion
@fak142

Top Mentioned in G2:
@chidambara09
@haroldsinnott
@eli_krumova
@kred
@analytics_699
@martinhoyes
@cloudpreacher
@enilev
@th
@mvollmer1

Top Mentioned in G3:
@mvollmer1
@curieuxexplorer
@nicochan33
@frronconi
@shi4tech
@jblefevre60
@pawlowskimario
@wef
@glengilmore
@haroldsinnott

Top Mentioned in G4:
@mitchzenger
@synctrics
@mitsmr
@terence_mills
@guzmand
@david_green_uk
@spirosmargaris
@wswmuc
@avrohomg
@harvardbiz

Top Mentioned in G5:
@let_anita
@cartermorrishr
@remoteforever
@frontierresour1

Top Mentioned in G6:
@ronald_vanloon
@cheddar
@wef
@haroldsinnott
@cloudpreacher
@gartner_it
@ayclearndigital
@tamaramccleary
@gartner_inc
@pawlowskimario

Top Mentioned in G7:
@jacobm
@barrywehmiller
@maxdigitalsight
@pm_results
@utwente
@forrester
@hitechhydraulic
@workplacemeta
@semcoavenue
@mikea1957

Top Mentioned in G8:
@flashtweet
@verge
@fatenhayed
@arijnetwork
@bymaddyness
@inseefr
@ijnetfr
@kossielombalao

Top Mentioned in G9:
@timothy_hughes
@dlaignite
@dlaign
@jbarbosapr
@ti
@nicochan33
@userexperienceu
@agsocialmedia
@connectedwmag
@doylebuehler

Top Mentioned in G10:
@thenewsmodel
@caasbrey
@moonikoffice
@uasg9
@derelict41
@arvindparthiban
@dpjhodges
@sophielouisecc
@hhensell
@newsoft53759560

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@jornalistavitor
@sectest9
@cybersec_feeds
@chidambara09
@s9tmt
@xaelbot
@codedailybot
@javascriptd
@edjlazar

Top Tweeters in G1:
@marketwatch
@yahoofinance
@yahoonews
@cryptomeme007
@smoss
@iam_yhormiee
@theogundiyun
@dema_dexter
@ray
@xlxynka

Top Tweeters in G2:
@virginmedia
@jornalistavitor
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@cybersecurityn8

Top Tweeters in G3:
@edjlazar
@sudeepkhatri
@animatorspal
@lorimoreno
@reuters
@gezgintrk
@minecraft_ssyt
@benishii_
@bot_innovation
@trippbraden

Top Tweeters in G4:
@evankirstel
@glasgow_watch
@artificialbra1n
@businessinsider
@googleexpertuk
@humanre41270855
@nytimes
@nancyrubin
@marshacollier
@akwyz

Top Tweeters in G5:
@frelancewkguide
@topmostshop
@kevin_craine
@theledge80
@everyday_mba
@kryptomania84
@brigitte_khair
@cognizant
@trishuhl
@iosyislam

Top Tweeters in G6:
@rosenchild
@glaciarblue
@hannaraptor
@smartecocity
@akiras21_
@zsmtomotomo
@xbrlstandard
@tachouhoner
@charlyaztec
@johnnosta

Top Tweeters in G7:
@ucloudify
@cruzcoaching
@futureworldcen
@cnnbusiness
@rossmcleansec
@diversityup
@jacobm
@mycowork_space
@mjmullady
@thehrdirector

Top Tweeters in G8:
@laveilletechno
@eco1start
@lesguer_lionel
@verge
@flashtweet
@melbourne_7
@arielstraboni
@karim2k
@michaguerin
@romainbry

Top Tweeters in G9:
@timothy_hughes
@paulcroubalian
@mytweetpack
@news_nocode
@robotec
@steveturner50
@indieangles
@userexperienceu
@jbarbosapr
@dlaignite

Top Tweeters in G10:
@caasbrey
@getliquidized
@dpjhodges
@amaraaminx
@hhensell
@uasg9
@j_scott_95
@eosnext
@sophielouisecc
@visiveai