#HRAnalytics, Twitter, 6/9/2021 7:47:31 PM, 256530


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#HRAnalytics_2021-06-09_07-54-53.xlsx
#HRAnalytics_2021-06-09_07-54-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 09, 2021
Short Description:
#HRAnalytics via NodeXL https://bit.ly/3xeJQab
@humanre41270855
@hrcurator
@digitalhrms
@martinhoyes
@bexxmodd
@nick_holley
@youmanage
@makodata
@david_green_uk
@chidambara09

Top hashtags:
#hranalytics
#hr
#peopleanalytics
#hrtech
#csr
#shrm
#adp
#deib
#futureofwork

Description:
Description
The graph represents a network of 215 Twitter users whose tweets in the requested range contained "#HRAnalytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 09 June 2021 at 14:55 UTC.

The requested start date was Monday, 07 June 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 13-day, 20-hour, 39-minute period from Monday, 24 May 2021 at 02:28 UTC to Sunday, 06 June 2021 at 23:07 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 : 215
Unique Edges : 174
Edges With Duplicates : 887
Total Edges : 1061
Number of Edge Types : 5
Tweet : 183
Retweet : 298
MentionsInRetweet : 432
Mentions : 139
Replies to : 9
Self-Loops : 227
Reciprocated Vertex Pair Ratio : 0.0615942028985507
Reciprocated Edge Ratio : 0.116040955631399
Connected Components : 53
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 118
Maximum Edges in a Connected Component : 872
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.772507
Graph Density : 0.00636818083025429
Modularity : 0.217779
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 215 Twitter users whose tweets in the requested range contained "#HRAnalytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 09 June 2021 at 14:55 UTC.

The requested start date was Monday, 07 June 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 13-day, 20-hour, 39-minute period from Monday, 24 May 2021 at 02:28 UTC to Sunday, 06 June 2021 at 23:07 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 : #HRAnalytics
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:
[27] https://apps.adp.com/en-US/apps/147519/orginio---smart-org-charting-and-modeling-for-adp-workforce-now
[14] https://tweetedtimes.com/v/15277?s=rgp
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255991
[7] https://web.hr
[6] https://www.linkedin.com/pulse/history-people-analytics-five-ages-david-green/
[6] https://sapientinsightsresearch.com/
[5] https://tweetedtimes.com/v/15277?s=tnp
[5] https://linkedin.com/feed/update/urn:li:ugcPost:6806108103990398976?updateEntityUrn=urn:li:fs_feedUpdate:(*,urn:li:ugcPost:6806108103990398976)
[5] https://experience.orgchartcloud.com:443/orgmanager
[5] https://experience.orgchartcloud.com/orgmanager

Top URLs in Tweet in G1:
[14] https://tweetedtimes.com/v/15277?s=rgp
[5] https://tweetedtimes.com/v/15277?s=tnp
[3] https://www.linkedin.com/slink?code=deXZbrG
[1] https://www.thecurvegroup.co.uk/using-data-to-develop-effective-hr-strategies/
[1] https://twitter.com/i/web/status/1396775290932801539
[1] https://api.whatsapp.com/send/?phone=5491153529301&text&app_absent=0
[1] https://twitter.com/i/web/status/1396868872700104707
[1] https://twitter.com/i/web/status/1397062430736404481
[1] https://dy.si/hqobDX2
[1] https://docs.google.com/forms/d/e/1FAIpQLScnv8Pqke2LVWhmLL_6tQcoj7fyOJOyROlmmZyyY5Y5uhV7Kg/viewform?usp=sf_link

Top URLs in Tweet in G2:
[3] https://www.peoplematters.in/article/hr-analytics/how-to-build-the-people-analytics-infrastructure-for-a-hybrid-world-of-work-29057#.YHm_J-A1HJs.twitter
[3] https://hbr.org/2017/06/hr-must-make-people-analytics-more-user-friendly?utm_campaign=EmpiricalHR%20-%20data-driven%20employee%20decisions&utm_medium=email&utm_source=Revue%20newsletter
[2] https://www.aihr.com/blog/hr-scorecard/
[2] https://www.netsuite.com/portal/resource/articles/human-resources/recruitment-metrics.shtml?utm_campaign=TALENT%20EDGE%20WEEKLY&utm_medium=email&utm_source=Revue%20newsletter
[2] https://www.hranalyticsthinktank.com/news-and-updates/what-are-the-most-common-hr-and-people-analytics-skills-r47/
[2] https://www.koganpage.com/product/introduction-to-people-analytics-9781789661804
[2] https://www.hcmi.co/post/time-to-start
[1] https://twitter.com/i/web/status/1398542123998220290
[1] https://www.linkedin.com/feed/update/urn:li:ugcPost:6806108103990398976?updateEntityUrn=urn%3Ali%3Afs_feedUpdate%3A%28*%2Curn%3Ali%3AugcPost%3A6806108103990398976%29
[1] https://www.hcmi.co/post/recruitment-benchmarks

Top URLs in Tweet in G3:
[8] https://apps.adp.com/en-US/apps/147519/orginio---smart-org-charting-and-modeling-for-adp-workforce-now
[7] https://web.hr
[4] https://web.hr/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255991
[3] https://www.youmanage.co.uk/blog/archive/the-bottom-line-using-hr-data-to-drive-business-decisions/
[3] https://www.linkedin.com/pulse/hr-big-data-rule-1-drive-your-analytics-from-business-nick-holley
[2] https://www.lbisoftware.com/lightpaper/power-of-hr-technology/introduction
[2] https://www.linkedin.com/pulse/history-people-analytics-five-ages-david-green/
[2] https://sapientinsightsresearch.com/
[2] https://www.linkedin.com/pulse/hr-big-data-rule-2-start-small-relevant-nick-holley

Top URLs in Tweet in G4:
[19] https://apps.adp.com/en-US/apps/147519/orginio---smart-org-charting-and-modeling-for-adp-workforce-now
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255991
[4] https://register.saastrenterprise.com
[4] https://twitter.com/workforcecharts/status/1397674211070541824
[4] https://experience.orgchartcloud.com:443/orgmanager
[4] https://experience.orgchartcloud.com/orgmanager
[4] https://sapientinsightsresearch.com/
[4] https://sapientinsights.qualtrics.com/jfe/form/SV_2r6B9wEoFtX2hiC?Source=SIG
[4] Website&ID=24
[3] https://twitter.com/martinhoyes/status/1398367994510598147

Top URLs in Tweet in G5:
[1] http://myacadit.com/measures-of-central-tendency/
[1] https://twitter.com/i/web/status/1397880265549230081

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1398164444501344260
[1] https://twitter.com/i/web/status/1397783494533672961

Top URLs in Tweet in G7:
[3] https://searchhrsoftware.techtarget.com/news/252501592/NASA-is-changing-its-approach-to-people-analytics
[1] https://www.computerweekly.com/blog/Data-Matters/How-graph-technology-is-helping-enterprises-to-harness-the-complex-skill-sets-of-employees

Top URLs in Tweet in G8:
[2] https://www.facthum.com/t3/

Top URLs in Tweet in G9:
[3] https://www.linkedin.com/pulse/history-people-analytics-five-ages-david-green/
[2] https://linkedin.com/feed/update/urn:li:ugcPost:6806108103990398976?updateEntityUrn=urn:li:fs_feedUpdate:(*,urn:li:ugcPost:6806108103990398976)
[1] https://www.visier.com/clarity/why-people-managers-need-people-analytics-today/

Top URLs in Tweet in G10:
[1] https://makodata.com/?utm_source=Social
[1] Media&utm_medium=Twitter&utm_campaign=Kickstart&utm_term=Home&utm_content=out
[1] of
[1] the
[1] box

Top Domains
Top Domains in Tweet in Entire Graph:
[98] twitter.com
[31] linkedin.com
[27] adp.com
[19] tweetedtimes.com
[16] redthreadresearch.com
[14] nodexlgraphgallery.org
[11] orgchartcloud.com
[11] web.hr
[9] lbisoftware.com
[9] perceptyx.com

Top Domains in Tweet in G1:
[19] tweetedtimes.com
[13] twitter.com
[9] linkedin.com
[2] co.uk
[1] whatsapp.com
[1] dy.si
[1] google.com
[1] mercer.com
[1] chasma.io
[1] harbinger-systems.com

Top Domains in Tweet in G2:
[9] twitter.com
[4] hcmi.co
[3] aihr.com
[3] peoplematters.in
[3] hbr.org
[3] hranalyticsthinktank.com
[2] netsuite.com
[2] koganpage.com
[2] tlnt.com
[2] hrzone.com

Top Domains in Tweet in G3:
[15] linkedin.com
[11] web.hr
[8] adp.com
[4] redthreadresearch.com
[4] twitter.com
[3] lbisoftware.com
[3] nodexlgraphgallery.org
[3] co.uk
[3] replug.link
[2] orgchartcloud.com

Top Domains in Tweet in G4:
[58] twitter.com
[19] adp.com
[12] redthreadresearch.com
[10] nodexlgraphgallery.org
[9] orgchartcloud.com
[6] qualtrics.com
[4] saastrenterprise.com
[4] sapientinsightsresearch.com
[3] soundingboardinc.com
[3] pafow.net

Top Domains in Tweet in G5:
[1] myacadit.com
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[3] techtarget.com
[1] computerweekly.com

Top Domains in Tweet in G8:
[2] facthum.com

Top Domains in Tweet in G9:
[5] linkedin.com
[1] visier.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[298] hranalytics
[220] hr
[165] peopleanalytics
[120] hrtech
[116] csr
[106] shrm
[95] adp
[69] deib
[64] futureofwork
[61] corpgov



Top Hashtags in Tweet in G1:
[52] hranalytics
[14] peopleanalytics
[7] hr
[5] employeebenefits
[4] analytics
[4] hrtech
[4] benefits
[3] futureofwork
[3] humanresources
[3] insankaynaklarä±

Top Hashtags in Tweet in G2:
[34] hranalytics
[33] hr
[28] peopleanalytics
[20] hcm
[19] hrm
[16] smarterhr
[5] recruiting
[4] recruitment
[4] humanresources
[4] workforceanalytics

Top Hashtags in Tweet in G3:
[48] hr
[36] hranalytics
[19] peopleanalytics
[10] hcm
[10] analytics
[8] orgcharting
[8] workforcemodeling
[8] deib
[6] tech
[6] hrtrends

Top Hashtags in Tweet in G4:
[120] hranalytics
[113] hr
[112] csr
[107] hrtech
[104] shrm
[95] peopleanalytics
[90] adp
[61] corpgov
[60] deib
[52] diversity

Top Hashtags in Tweet in G5:
[20] mksss
[20] ait
[20] whyait
[20] datascience
[20] tableau
[20] businessanalytics
[20] powerbi
[11] worldenvironmentday
[10] machinelearning
[8] hranalytics

Top Hashtags in Tweet in G7:
[4] neo4j
[4] hcm
[4] hranalytics
[4] peopleanalytics
[3] graphdatabases
[1] humancapitalmanagement
[1] graphdatabase

Top Hashtags in Tweet in G8:
[2] assessment
[2] hranalytics
[1] innovation
[1] artificialintelligence
[1] startup
[1] ai
[1] hrsoftware
[1] talento
[1] tecnologã­a

Top Hashtags in Tweet in G9:
[4] peopleanalytics
[4] hranalytics
[3] hr
[2] futureofhr
[1] smarterhr
[1] hrtech
[1] futureofwork

Top Hashtags in Tweet in G10:
[1] hranalytics
[1] hrdata

Top Words
Top Words in Tweet in Entire Graph:
[298] #hranalytics
[221] #hr
[160] #peopleanalytics
[122] hr
[120] #hrtech
[116] martinhoyes
[116] #csr
[106] #shrm
[95] #adp
[90] analytics

Top Words in Tweet in G1:
[52] #hranalytics
[21] analytics
[20] hr
[15] latest
[15] news
[14] #peopleanalytics
[14] articles
[11] people
[11] more
[9] data

Top Words in Tweet in G2:
[34] #hranalytics
[33] #hr
[25] #peopleanalytics
[20] hrcurator
[19] #hcm
[19] #hrm
[16] #smarterhr
[12] data
[9] need
[8] thx4rt

Top Words in Tweet in G3:
[49] #hr
[43] hr
[36] #hranalytics
[27] data
[27] analytics
[26] hrcurator
[17] #peopleanalytics
[16] martinhoyes
[15] orginioapp
[13] best

Top Words in Tweet in G4:
[120] #hranalytics
[113] #hr
[112] #csr
[107] #hrtech
[104] #shrm
[98] martinhoyes
[95] #peopleanalytics
[90] #adp
[61] #corpgov
[60] #deib

Top Words in Tweet in G5:
[20] #mksss
[20] #ait
[20] #whyait
[20] #datascience
[20] #tableau
[20] #businessanalytics
[20] #powerbi
[18] ait86498492
[13] day
[11] world

Top Words in Tweet in G6:
[31] hr
[21] blog
[21] analytics
[19] digitalhrms
[11] helps
[11] discover
[11] key
[11] features
[11] define
[11] good

Top Words in Tweet in G7:
[4] graph
[4] #neo4j
[4] #hcm
[4] #hranalytics
[4] #peopleanalytics
[4] nasa
[4] implementing
[4] serve
[4] foundation
[4] people

Top Words in Tweet in G8:
[13] plataforma
[7] t3
[7] viva
[7] continuamente
[6] necesitas
[6] versã
[6] til
[6] evaluar
[6] candidatos
[6] empleados

Top Words in Tweet in G9:
[8] people
[7] analytics
[5] history
[5] five
[5] ages
[4] #peopleanalytics
[4] david_green_uk
[4] #hranalytics
[3] #hr
[3] extract

Top Words in Tweet in G10:
[4] understand
[4] hr
[4] analytics
[4] complicated
[4] created
[4] box
[4] solution
[4] hard
[3] makodata
[2] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[59] #hranalytics,#peopleanalytics
[57] #hr,#hranalytics
[53] #peopleanalytics,#hrtech
[47] #hrtech,#csr
[45] hr,analytics
[41] #csr,#shrm
[41] #shrm,#sap
[40] #orgcharting,#workforcemodeling
[37] #sap,#oracle
[37] #oracle,#servicenow

Top Word Pairs in Tweet in G1:
[14] latest,#hranalytics
[14] #hranalytics,news
[14] news,articles
[8] #hranalytics,#peopleanalytics
[8] hr,analytics
[8] people,analytics
[5] hr,data
[5] human,resource
[5] top,#hranalytics
[5] #hranalytics,story

Top Word Pairs in Tweet in G2:
[19] #hcm,#hrm
[12] #hranalytics,#smarterhr
[11] #hrm,#hranalytics
[9] #hr,#hcm
[9] #peopleanalytics,#hranalytics
[8] thx4rt,fr
[8] fr,hrcurator
[6] data,driven
[5] hrcurator,#hr
[4] human,capital

Top Word Pairs in Tweet in G3:
[12] hr,analytics
[10] check,orginioapp
[8] annanaveed,webhr
[8] webhr,proudly
[8] proudly,announces
[8] announces,named
[8] global,payroll
[8] payroll,software
[8] software,gartner's
[8] gartner's,getapp

Top Word Pairs in Tweet in G4:
[51] #peopleanalytics,#hrtech
[48] #hranalytics,#peopleanalytics
[46] #hrtech,#csr
[43] #hr,#hranalytics
[41] #csr,#shrm
[41] #shrm,#sap
[37] #sap,#oracle
[37] #oracle,#servicenow
[32] #orgcharting,#workforcemodeling
[28] #servicenow,#workday

Top Word Pairs in Tweet in G5:
[20] #ait,#whyait
[20] #whyait,#datascience
[20] #datascience,#tableau
[20] #tableau,#businessanalytics
[20] #businessanalytics,#powerbi
[13] day,#mksss
[11] world,environment
[11] environment,day
[11] #mksss,#worldenvironmentday
[11] #worldenvironmentday,#ait

Top Word Pairs in Tweet in G6:
[21] hr,analytics
[11] blog,helps
[11] helps,discover
[11] discover,key
[11] key,features
[11] features,define
[11] define,good
[11] good,hr
[11] analytics,platform
[11] platform,read

Top Word Pairs in Tweet in G7:
[4] nasa,implementing
[4] serve,foundation
[4] foundation,people
[4] people,analytics
[4] analytics,giving
[4] giving,managers
[4] managers,employees
[3] #neo4j,#graphdatabases
[3] #graphdatabases,#hcm
[3] implementing,graph

Top Word Pairs in Tweet in G8:
[7] viva,continuamente
[6] necesitas,plataforma
[6] plataforma,versã
[6] versã,til
[6] til,evaluar
[6] evaluar,candidatos
[6] candidatos,empleados
[6] empleados,t3
[6] t3,plataforma
[6] plataforma,viva

Top Word Pairs in Tweet in G9:
[7] people,analytics
[5] five,ages
[3] history,people
[3] analytics,five
[3] ages,extract
[3] extract,excellence
[3] excellence,people
[3] analytics,co
[2] history,#peopleanalytics
[2] #peopleanalytics,five

Top Word Pairs in Tweet in G10:
[4] understand,hr
[4] hr,analytics
[4] analytics,complicated
[4] complicated,created
[4] created,box
[4] box,solution
[4] solution,hard
[3] makodata,understand

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@martinhoyes
@workforcecharts
@hrcurator
@orginioapp
@humanre41270855
@ingentisgmbh
@sapientinsights
@digitalhrms
@excellencia_ltd
@ait86498492

Top Mentioned in G2:
@hrcurator
@humanre41270855
@analyticsinhr
@harvardbiz
@johnwboudreau
@brendan_learn
@peoplematters2
@hranalyticstt
@nadeemrkhan
@tlnt_com

Top Mentioned in G3:
@hrcurator
@martinhoyes
@workforcecharts
@orginioapp
@sapientinsights
@humanre41270855
@annanaveed
@perceptyx
@ingentisgmbh
@david_green_uk

Top Mentioned in G4:
@martinhoyes
@workforcecharts
@orginioapp
@ingentisgmbh
@excellencia_ltd
@sapientinsights
@humanre41270855
@redthreadre
@hrcurator

Top Mentioned in G5:
@ait86498492
@cotippskillnet

Top Mentioned in G6:
@digitalhrms

Top Mentioned in G7:
@pthibodeau11
@techtarget
@amyhodler
@computerweekly
@neo4j
@nasa

Top Mentioned in G8:
@grupofacthum
@string_projects

Top Mentioned in G9:
@david_green_uk
@hrcurator
@humanre41270855
@visier
@jaferrar

Top Mentioned in G10:
@makodata

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@bexxmodd
@dataaugmented
@fabriciosx
@ipythonistabot
@djangobot_
@ricardo_ik_ahau
@godfrey_g_
@forbes
@humanre41270855

Top Tweeters in G1:
@adebayoodofin
@harbingersys
@russmk
@hrtechseries
@hrreview
@a
@agimafr
@rivieraadvisors
@lisalint
@pixentia

Top Tweeters in G2:
@forbes
@hrcurator
@roshaundadgreen
@harvardbiz
@payscale
@peoplematters2
@hrzone
@beneubanks
@tlnt_com
@johnnydoesntsin

Top Tweeters in G3:
@bexxmodd
@humanre41270855
@the404code
@greentechdon
@sustmemetop500
@annanaveed
@sustmeme
@middii_
@li
@nick_holley

Top Tweeters in G4:
@chidambara09
@sustaintrends
@socentlive
@corpgovuk
@excellencia_ltd
@diversityup
@contentomous
@hunglee
@sdgscolab
@andyspence

Top Tweeters in G5:
@dataaugmented
@fabriciosx
@ipythonistabot
@djangobot_
@godfrey_g_
@calefybtech
@7wdata
@pyscalellc
@pythonexpertbot
@e_nterdiscipl

Top Tweeters in G6:
@hr_trends_bot
@sirtobiajayi
@digitalhrms
@bhokrekiran
@rameshp95476355
@lindajbrannon2
@sourabh_waikar
@harshadadeore5
@ankushr29059622
@shibani44300303

Top Tweeters in G7:
@nasa
@computerweekly
@neo4j
@techtarget
@pthibodeau11
@cristia54754802
@amyhodler

Top Tweeters in G8:
@ricardo_ik_ahau
@appthisway
@grupofacthum
@camumino
@matrickage
@string_projects

Top Tweeters in G9:
@david_green_uk
@visier
@kingsleymarsh
@jaypolaki
@jaferrar

Top Tweeters in G10:
@mnatara85882651
@eldel63
@dylanmehigan
@makodata


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