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People Analytics_2022-05-13_13-57-52.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 13, 2022
Short Description:
People Analytics via NodeXL https://bit.ly/3wbex28
@jessica_xls
@fabriciosx
@abofficial_ng
@madmoisellemina
@sonu_monika
@ptiofficial
@antgrasso
@forbes
@hrcurator
@analytics_699

Top hashtags:
#analytics
#peopleanalytics
#ai
#bigdata
#hr
#datascience
#marketing

Description:
Description
The graph represents a network of 6,405 Twitter users whose tweets in the requested range contained "People Analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 May 2022 at 21:05 UTC.

The requested start date was Friday, 13 May 2022 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 13-day, 23-hour, 48-minute period from Friday, 29 April 2022 at 00:03 UTC to Thursday, 12 May 2022 at 23:51 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 : 6405
Unique Edges : 3792
Edges With Duplicates : 5745
Total Edges : 9537
Number of Edge Types : 5
Mentions : 1769
Tweet : 1277
Retweet : 2491
MentionsInRetweet : 2943
Replies to : 1057
Self-Loops : 1317
Reciprocated Vertex Pair Ratio : 0.0163074039362699
Reciprocated Edge Ratio : 0.0320914791589819
Connected Components : 1763
Single-Vertex Connected Components : 737
Maximum Vertices in a Connected Component : 920
Maximum Edges in a Connected Component : 2070
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.334167
Graph Density : 0.00013218709422926
Modularity : 0.605473
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,405 Twitter users whose tweets in the requested range contained "People Analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 May 2022 at 21:05 UTC.

The requested start date was Friday, 13 May 2022 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 13-day, 23-hour, 48-minute period from Friday, 29 April 2022 at 00:03 UTC to Thursday, 12 May 2022 at 23:51 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 : People Analytics
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:
[51] https://go.synctrics.com/synctrics
[50] https://www.technologyreview.com/2021/08/27/1033879/people-hiring-faces-work-deepfake-ai-marketing-clones/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=LinkedIn
[17] https://twitter.com/coopmavs/status/1522102242777526273
[14] https://desk.lsr.finance/asset/wspp-wolf-safe-poor-people/
[12] https://www.patreon.com/SaraAnneWillette
[10] https://www.aihr.com/blog/people-analytics-within-organization/
[10] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-april-2022-david-green-/
[9] https://pacamp.org
[9] https://veille-cyber.com/how-people-and-ai-can-collaborate/
[8] https://www.relocatemagazine.com/think-global-people-awards-2022-home

Top URLs in Tweet in G1:
[14] https://desk.lsr.finance/asset/wspp-wolf-safe-poor-people/
[7] https://twitter.com/coopmavs/status/1522102242777526273
[4] https://www.producthunt.com/posts/charthop
[4] https://store44250299.ecwid.com/products/278247555
[4] https://www.cmswire.com/digital-workplace/7-people-analytics-dashboards-you-need-for-business-success/
[4] https://www.globenewswire.com/en/news-release/2021/03/22/2196689/0/en/Education-Learning-Analytics-Market-Worth-34-7-billion-by-2027-Exclusive-Report-by-Meticulous-Research-Covering-Emerging-Growth-Factors-Latest-Trends-and-Forecasts-and-Pre-and-Post.html
[3] https://www.sage.com/en-gb/sage-business-cloud/people/?utm_medium=socialnetwork&utm_source=twitter&utm_content=HS_460dbd0a-9069-47db-9620-9aef8a0ce72f&utm_campaign=NPS_FY21_DGSO_owned_medium
[3] https://twitter.com/ProCityHoops/status/1520557358337900544
[3] https://store.law.com/Registration/Login.aspx?mode=silent&source=https%3A%2F%2Fwww.law.com%2Flegaltechnews%2F2022%2F03%2F29%2Fai-reflections-5-artificial-intelligence-related-themes-of-legalweek-2022%2F%3Fslreturn%3D20220405213146
[3] https://www.businessinsider.com/guides/learning/google-coursera-online-certificate-programs-classes?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[4] https://twitter.com/i/spaces/1ypKdEmlXLaGW
[1] https://twitter.com/funkeonafuye/status/1520105686474051584

Top URLs in Tweet in G3:
[1] https://www.thenews.com.pk/print/954433-reversing-ehsaas-data-analytics

Top URLs in Tweet in G4:
[44] https://www.technologyreview.com/2021/08/27/1033879/people-hiring-faces-work-deepfake-ai-marketing-clones/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=LinkedIn
[5] https://www.pisquare.io/
[3] https://tweetedtimes.com/v/15277
[3] https://blog.pixentia.com/why-its-easier-to-succeed-with-people-analytics-than-you-might-think?utm_content=206087262&utm_medium=social&utm_source=twitter&hss_channel=tw-541189546
[3] https://knowledge.insead.edu/career/how-can-managers-use-ai-to-find-the-right-people-18621
[2] https://www.adalovelaceinstitute.org/?p=15555
[2] https://quasa.io/media/quasa-metaverse-connects-freelancers-and-clients
[1] https://www.forbes.com/sites/quora/2022/05/12/why-i-built-an-app-to-connect-people-to-food-resources/
[1] https://venturebeat.com/2022/05/11/amazon-alexa-together-helps-aging-people-and-their-remote-caregivers/
[1] https://www.forbes.com/sites/anuradhavaranasi/2022/05/06/can-medications-help-in-lowering-unemployment-rates-among-people-with-adhd/

Top URLs in Tweet in G7:
[9] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-april-2022-david-green-/
[7] https://hrforecast.com/expert-insights-on-people-analytics/
[4] https://www.ted.com/talks/shervin_khodabandeh_why_people_and_ai_make_good_business_partners?rss=172BB350-0205
[4] https://www.forbes.com/sites/carabrennanallamano/2022/03/30/why-people-oriented-analytics-are-more-important-than-ever/amp/
[3] https://yva.ai/
[2] https://www.pexels.com/photo/people-using-computers-at-work-7988079/
[2] https://about.fb.com/news/2022/04/building-ai-that-processes-language-as-people-do/
[2] https://medium.com/@cole.napper/people-analytics-primer-leadership-analytics-41770b75084
[2] https://www.bcbusiness.ca/This-local-tech-unicorn-thinks-people-analytics-can-reveal-informal-leaders-in-your-organization
[2] https://www.visier.com/blog/leadership/2022-vizzie-award-winners-people-analytics-strategies/

Top URLs in Tweet in G9:
[2] https://iot-analytics.com/iot-technologies/

Top URLs in Tweet in G10:
[1] https://twitter.com/coopmavs/status/1522102242777526273

Top Domains
Top Domains in Tweet in Entire Graph:
[184] twitter.com
[54] synctrics.com
[50] technologyreview.com
[47] linkedin.com
[27] dy.si
[23] bah.com
[18] forbes.com
[18] youtube.com
[15] aihr.com
[14] lsr.finance

Top Domains in Tweet in G1:
[105] twitter.com
[23] bah.com
[18] dy.si
[17] linkedin.com
[14] lsr.finance
[8] youtube.com
[8] analyticsinsight.net
[8] cmswire.com
[5] sage.com
[5] sage-voices.com

Top Domains in Tweet in G2:
[5] twitter.com

Top Domains in Tweet in G3:
[1] com.pk

Top Domains in Tweet in G4:
[44] technologyreview.com
[5] pisquare.io
[5] forbes.com
[5] pixentia.com
[3] tweetedtimes.com
[3] twitter.com
[3] insead.edu
[2] google.com
[2] adalovelaceinstitute.org
[2] quasa.io

Top Domains in Tweet in G7:
[14] linkedin.com
[11] visier.com
[8] hrforecast.com
[7] forbes.com
[4] ted.com
[4] myhrfuture.com
[3] medium.com
[3] yva.ai
[3] redthreadresearch.com
[3] becominghuman.ai

Top Domains in Tweet in G9:
[2] iot-analytics.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[236] analytics
[137] peopleanalytics
[116] ai
[103] bigdata
[93] hr
[75] datascience
[65] marketing
[64] machinelearning
[63] hiring
[62] hrtech



Top Hashtags in Tweet in G1:
[51] analytics
[28] wspp
[28] wolfiland
[23] lifeatbooz
[23] virginiabeachjobs
[17] hr
[16] peopleanalytics
[16] nft
[14] binancenfts
[14] binancenft

Top Hashtags in Tweet in G3:
[1] الیکشن_کراو_پاکستان_بچاو

Top Hashtags in Tweet in G4:
[67] bigdata
[58] ai
[46] web3
[44] hiring
[44] deepfake
[44] marketing
[34] analytics
[30] machinelearning
[25] ml
[24] python

Top Hashtags in Tweet in G6:
[4] mufc
[1] wolmci

Top Hashtags in Tweet in G7:
[37] peopleanalytics
[35] hr
[21] analytics
[14] hcm
[14] hrm
[12] hranalytics
[10] datascience
[9] machinelearning
[8] smarterhr
[7] teamboeing

Top Hashtags in Tweet in G9:
[9] bitcoin
[4] btc
[4] binance
[4] bigdata
[4] analytics
[3] iot
[3] iiot
[2] cio
[1] datascience
[1] ai

Top Words
Top Words in Tweet in Entire Graph:
[4131] people
[3893] analytics
[1425] data
[757] talk
[614] many
[489] lot
[474] more
[413] think
[412] learning
[385] decision

Top Words in Tweet in G1:
[848] people
[836] analytics
[194] data
[110] more
[81] see
[75] know
[68] business
[60] many
[58] time
[57] google

Top Words in Tweet in G2:
[700] talk
[384] data
[384] analytics
[371] people
[369] jessica_xls
[351] learning
[351] excel
[351] sql
[351] powerbi
[351] journey

Top Words in Tweet in G3:
[354] govt
[354] signaled
[354] policy
[354] intent
[354] reverse
[354] decision
[354] taken
[354] 2019
[354] removed
[354] 850

Top Words in Tweet in G4:
[144] people
[67] #bigdata
[58] #ai
[46] #web3
[45] become
[44] sonu_monika
[44] #hiring
[44] faces
[44] #deepfake
[44] style

Top Words in Tweet in G5:
[203] player
[203] analytics
[203] data
[203] endpoints
[203] release
[203] stats
[203] dashboard
[203] entire
[203] nft
[203] worlds

Top Words in Tweet in G6:
[111] people
[85] utd_analytics
[16] good
[15] players
[12] one
[12] think
[11] look
[10] player
[10] many
[10] club

Top Words in Tweet in G7:
[117] people
[94] analytics
[35] #hr
[35] #peopleanalytics
[22] data
[21] #analytics
[20] 2022
[16] david_green_uk
[15] hr
[15] hrcurator

Top Words in Tweet in G8:
[78] hate
[78] johnny
[78] depp
[78] sit
[78] listen
[78] someone
[78] going
[78] over
[78] analytics
[78] state

Top Words in Tweet in G9:
[205] iot
[71] people
[69] 21
[67] antgrasso
[67] analytics
[67] identified
[67] 58
[67] technologies
[67] working
[67] projects

Top Words in Tweet in G10:
[51] analytics
[45] people
[29] many
[25] coopmavs
[19] understand
[16] take
[15] fts
[15] offense
[15] 3s
[15] shoot

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[680] data,analytics
[504] people,analytics
[407] lot,people
[361] people,talk
[354] analytics,journey
[354] govt,signaled
[354] signaled,policy
[354] policy,intent
[354] intent,reverse
[354] reverse,decision

Top Word Pairs in Tweet in G1:
[154] people,analytics
[78] data,analytics
[54] analytics,people
[34] google,analytics
[34] many,people
[25] apply,today
[23] re,serious
[23] serious,empowering
[23] empowering,people
[23] people,change

Top Word Pairs in Tweet in G2:
[365] data,analytics
[350] lot,people
[350] people,talk
[350] talk,learning
[350] learning,excel
[350] excel,sql
[350] sql,powerbi
[350] powerbi,tableau
[350] tableau,data
[350] analytics,journey

Top Word Pairs in Tweet in G3:
[354] govt,signaled
[354] signaled,policy
[354] policy,intent
[354] intent,reverse
[354] reverse,decision
[354] decision,taken
[354] taken,2019
[354] 2019,removed
[354] removed,850
[354] 850,126

Top Word Pairs in Tweet in G4:
[44] people,#hiring
[44] #hiring,faces
[44] faces,become
[44] become,#deepfake
[44] #deepfake,style
[44] style,#marketing
[44] #marketing,clones
[44] clones,#web3
[44] #web3,#bigdata
[43] sonu_monika,people

Top Word Pairs in Tweet in G5:
[203] player,analytics
[203] analytics,data
[203] data,endpoints
[203] endpoints,release
[203] release,stats
[203] stats,dashboard
[203] dashboard,entire
[203] entire,nft
[203] nft,worlds
[203] worlds,platform

Top Word Pairs in Tweet in G6:
[17] utd_analytics,people
[5] utdactive,utd_analytics
[4] ten,hag
[4] very,good
[4] people,forget
[4] utd_analytics,keep
[4] world,class
[3] premier,league
[3] people,need
[3] people,think

Top Word Pairs in Tweet in G7:
[56] people,analytics
[14] #hcm,#hrm
[11] hr,people
[11] #hr,#hcm
[10] best,hr
[10] analytics,articles
[10] articles,april
[10] april,2022
[9] #peopleanalytics,#hr
[9] 2022,dave_ulrich

Top Word Pairs in Tweet in G8:
[78] hate,johnny
[78] johnny,depp
[78] depp,sit
[78] sit,listen
[78] listen,someone
[78] someone,going
[78] going,over
[78] over,analytics
[78] analytics,state
[78] state,people

Top Word Pairs in Tweet in G9:
[69] 21,iot
[67] iot,analytics
[67] analytics,identified
[67] identified,58
[67] 58,technologies
[67] technologies,people
[67] people,working
[67] working,iot
[67] iot,projects
[67] projects,radar

Top Word Pairs in Tweet in G10:
[27] analytics,people
[15] coopmavs,analytics
[14] people,understand
[14] understand,phx
[14] phx,overwhelming
[14] overwhelming,offense
[14] offense,take
[14] take,many
[14] many,3s
[14] 3s,shoot

Top Replied-To
Top Replied-To in Entire Graph:
@utd_analytics
@coopmavs
@trade_teddy
@pgr_analytics
@analytics_ghost
@kendrickperkins
@greenfieldmax18
@nekiasnba
@mediakits
@jfreshhockey

Top Replied-To in G1:

Top Replied-To in G2:
@jessica_xls
@osamuede
@thedatabloq
@tu_babs

Top Replied-To in G4:
@elonmusk
@labordeolivier
@khulood_almani
@krzysztof_dykas
@shi4tech
@modmothernature
@insightdottech
@curieuxexplorer
@dxnyfishy
@tedstein

Top Replied-To in G6:
@utd_analytics
@markgoldbridge
@utdactive
@normanajay
@michaelttfw
@saeedtv_
@madders10
@htomufc
@lyesbouzidi10
@alraven3

Top Replied-To in G7:
@analyticsninja
@marc_fariasrrhh
@wissi_analytics
@visier

Top Replied-To in G10:
@coopmavs
@kendrickperkins
@drdunk5
@jesusf94
@djkeenstar
@adamjones3232
@andympok
@thejbratc
@gigglesthecat13
@alexfranczek

Top Mentioned
Top Mentioned in Entire Graph:
@jessica_xls
@ptiofficial
@iamarkdev
@sunflxwervolsix
@antgrasso
@mitchzenger
@synctrics
@sonu_monika
@sarahrenaeclark
@jonleuer30

Top Mentioned in G1:
@anand_rkrishnan
@teamincus
@lukechudoba
@hrpodcasters
@incomewebsites5
@careermetis
@thehrtalent
@fintech_belfast
@cristinapucci86

Top Mentioned in G2:
@jessica_xls
@adebayo_sd
@tu_babs
@linorajj
@data_messiah
@brittanycity

Top Mentioned in G3:
@ptiofficial

Top Mentioned in G4:
@sonu_monika
@analytics_699
@pawlowskimario
@nicochan33
@theadityapatro
@margaretsiegien
@khulood_almani
@kanezadiane
@elonmusk
@haroldsinnott

Top Mentioned in G5:
@iamarkdev

Top Mentioned in G6:
@utd_analytics
@utdactive
@markgoldbridge
@samwebo
@breezyutd
@h4jj_
@manutd
@sportbible
@garylineker
@ishiftsean

Top Mentioned in G7:
@david_green_uk
@staciagarr
@hrcurator
@visier
@dave_ulrich
@drtcp
@forbes
@josh
@richardeudes
@boeing

Top Mentioned in G8:
@sunflxwervolsix

Top Mentioned in G9:
@antgrasso
@btczfuturecoin
@analyticsiot

Top Mentioned in G10:
@coopmavs
@drguru_
@jefedejefescsu
@nuggets
@michaelbea4
@jeremyintampa
@books_not_wooks
@bdetrick
@kendrickperkins
@kevinoconnornba

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@teamyoutube
@xaelbot
@fevziates3
@harrypetsanis
@cybersecurityn8
@inquirerdotnet
@dgendvil
@castellanosce

Top Tweeters in G1:
@frontendla
@x_vintagebesos
@m157q_news_rss
@mrtommygman
@mookiealexander
@theluckyman
@sportscircusint
@jawnlouis
@rjempregos
@7wdata

Top Tweeters in G2:
@getmebayo
@enii_oluwa
@bhordemarz
@funkeonafuye
@officialosasuyi
@sire__gift
@paschal__
@ibironketweets
@mideayoo
@chieftops

Top Tweeters in G3:
@javedchuadhry2
@ayaz_khan007
@ranaomer
@riyazulkhaliq
@alirazatweets
@ptiofficial
@huma2910
@hum5ak
@raheela_riaz
@ummezeynab

Top Tweeters in G4:
@harrypetsanis
@ssxman2
@serverlessfan
@rahul05ranjan
@ricardo_ik_ahau
@nicochan33
@nypost
@trippbraden
@thecuriousluke
@akwyz

Top Tweeters in G5:
@bynothegreat
@steveb_crypto
@drogegaming
@isitinyet123
@yellowcakeinve
@metatoshixx
@aribernsteinmd
@vitocryptoleone
@bilegsaikhann
@nicwn

Top Tweeters in G6:
@aisthegreat
@faryfarhan
@lyesbouzidi10
@sportbible
@manutd
@michaeletim01
@utd_analytics
@asarhussain_
@aa_utd
@markgoldbridge

Top Tweeters in G7:
@fabriciosx
@biconnections
@forbes
@pyscalellc
@hrcurator
@iottogether
@e_nterdiscipl
@diversityup
@harvardbiz
@juancpizarrob

Top Tweeters in G8:
@dipankarjoshi2
@hannahfun1
@janinasamhain
@mariamaria4848
@julietrosejames
@ladyofbeleriand
@ibelievejdepp
@stephan76215148
@virimz
@anisakhan29

Top Tweeters in G9:
@sectest9
@cybersecurityn8
@seefinish
@hal_good
@bcagroup
@max_lyashko
@azurflorian
@hajer_alqassimi
@osowoiam
@franc161

Top Tweeters in G10:
@ckm11
@ringer
@books_not_wooks
@gigglesthecat13
@aundre
@diidythedonn
@coopmavs
@andympok
@jabmorris
@nilsheadley