People Analytics, Twitter, 3/4/2022 10:55:12 PM, 272511


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People Analytics_2022-03-04_14-27-33.xlsx
People Analytics_2022-03-04_14-27-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2022
Short Description:
People Analytics via NodeXL https://bit.ly/35Pub8S
@humanre41270855
@ipythonistabot
@aabattani
@khulood_almani
@teneikaask_you
@sas_itbiz
@tobiaskintzel
@harvardbiz
@david_green_uk
@ahmedoyelowo

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

Description:
Description
The graph represents a network of 5,408 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, 04 March 2022 at 22:41 UTC.

The requested start date was Friday, 04 March 2022 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 13-day, 23-hour, 52-minute period from Friday, 18 February 2022 at 01:02 UTC to Friday, 04 March 2022 at 00:55 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 : 5408
Unique Edges : 4105
Edges With Duplicates : 6205
Total Edges : 10310
Number of Edge Types : 5
Retweet : 2219
MentionsInRetweet : 3204
Tweet : 1244
Replies to : 961
Mentions : 2682
Self-Loops : 1277
Reciprocated Vertex Pair Ratio : 0.0273284997211378
Reciprocated Edge Ratio : 0.0532030401737242
Connected Components : 1593
Single-Vertex Connected Components : 700
Maximum Vertices in a Connected Component : 656
Maximum Edges in a Connected Component : 3140
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.01753
Graph Density : 0.000188980863071429
Modularity : 0.557239
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,408 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, 04 March 2022 at 22:41 UTC.

The requested start date was Friday, 04 March 2022 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 13-day, 23-hour, 52-minute period from Friday, 18 February 2022 at 01:02 UTC to Friday, 04 March 2022 at 00:55 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:
[228] https://go.synctrics.com/synctrics
[31] https://hbr.org/2018/05/how-people-analytics-can-help-you-change-process-culture-and-strategy?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[24] https://thehill.com/opinion/technology/595659-artificial-intelligence-is-only-as-ethical-as-the-people-who-use-it
[23] https://www.thehrdirector.com/roundtables/using-people-insights-analytics-drive-workforce-management-decisions-person/
[19] https://enterprisersproject.com/article/2021/12/it-careers-3-misconceptions-hold-it-talent-back
[18] https://www.mckinsey.com/business-functions/people-and-organizational-performance/our-insights/talent-at-a-turning-point-how-people-analytics-can-help
[18] https://www.learnandstudywithus.com/2022/02/never-give-up.html
[17] https://www.bbc.com/news/business-60316224
[14] https://www.healthcareitnews.com/news/ai-health-cant-leave-older-people-behind-says-who
[13] https://siliconrepublic.com/

Top URLs in Tweet in G1:
[7] https://hbr.org/2022/01/using-people-analytics-to-build-an-equitable-workplace
[7] https://www.mckinsey.com/business-functions/people-and-organizational-performance/our-insights/talent-at-a-turning-point-how-people-analytics-can-help
[6] https://peopledevelopmentmagazine.com/2022/02/14/hr-analytics/
[6] https://peopledevelopmentmagazine.com/
[3] https://hbr.org/2018/05/how-people-analytics-can-help-you-change-process-culture-and-strategy?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[3] https://prtimes.jp/main/html/rd/p/000000016.000022071.html
[3] https://www.mckinsey.com/business-functions/people-and-organizational-performance/our-insights/talent-at-a-turning-point-how-people-analytics-can-help?utm_source=dlvr.it&utm_medium=twitter
[3] 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
[2] https://togetter.com/li/1847297
[2] https://qiita.com/kojimadev/items/61fc4da0eaac1a4e6069

Top URLs in Tweet in G2:
[25] https://hbr.org/2018/05/how-people-analytics-can-help-you-change-process-culture-and-strategy?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[24] https://thehill.com/opinion/technology/595659-artificial-intelligence-is-only-as-ethical-as-the-people-who-use-it
[18] https://www.learnandstudywithus.com/2022/02/never-give-up.html
[17] https://enterprisersproject.com/article/2021/12/it-careers-3-misconceptions-hold-it-talent-back
[17] https://www.bbc.com/news/business-60316224
[14] https://www.healthcareitnews.com/news/ai-health-cant-leave-older-people-behind-says-who
[11] https://siliconrepublic.com/
[8] https://www.newscientist.com/article/2308977-people-are-bad-at-spotting-fake-linkedin-profiles-generated-by-ai/
[8] https://www.rstudio.com/blog/how-do-you-use-shiny-to-communicate-to-8-million-people/
[7] https://www.forbes.com/sites/joemckendrick/2022/02/28/responsible-artificial-intelligence-is-still-out-of-reach-for-many-organizations/amp/

Top URLs in Tweet in G3:
[228] https://go.synctrics.com/synctrics
[10] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-february-2022-david-green/
[8] https://www.unleash.ai/0-66-reasons-to-bet-big-on-people-analytics-this-year/
[6] https://www.myhrfuture.com/digital-hr-leaders-podcast/why-is-organisational-behaviour-important-in-the-workplace
[6] https://www.mckinsey.com/business-functions/people-and-organizational-performance/our-insights/talent-at-a-turning-point-how-people-analytics-can-help
[4] https://www.linkedin.com/pulse/systems-theory-people-analytics-joys-open-world-gaming-peter-romero/
[4] https://www.gallup.com/workplace/260765/tech-changed-people-not.aspx
[4] https://www.mckinsey.com/business-functions/people-and-organizational-performance/our-insights/talent-at-a-turning-point-how-people-analytics-can-help?cid=soc-web
[3] https://www.aihr.com/blog/people-analytics-challenges/
[3] https://amplifytalent.com/podcast-episodes/visier-vp-people-analytics-ian-cook

Top URLs in Tweet in G5:
[3] https://www.analytics-365.com/
[1] https://www.phdata.io/jobs?gh_jid=3933372&gh_src=99edb02b1us
[1] https://www.udemy.com/course/data-analytics-essentials-with-power-bi/?couponCode=MARCH22A
[1] https://foresightbi.com.ng/dax/what-is-dax-filters-context/
[1] https://www.linkedin.com/feed/update/urn:li:ugcPost:6900865098177728512
[1] https://www.swoopanalytics.com/blog/roi-on-email

Top URLs in Tweet in G8:
[1] https://www.binance.charity/Ukraine-Emergency-Relief-Fund
[1] https://savelife.in.ua/en/donate/
[1] https://twitter.com/ICO_Analytics/status/1498769020589334528
[1] https://twitter.com/OctavianusSG/status/1498769687848841218
[1] https://www.forbes.com/sites/christopherbrookins/2022/02/26/russia-gets-cutoff-from-swift-and-ukraine-receives-outpouring-of-crypto-support/?sh=58e2dd2835c2
[1] https://www.forbes.com/sites/christopherbrookins/2022/02/26/russia-gets-cutoff-from-swift-and-ukraine-receives-outpouring-of-crypto-support/?sh=5e9077dc35c2

Top URLs in Tweet in G10:
[3] https://www.defichain-analytics.com/liquidityMining?entry=liquidityToken
[2] https://www.defichain-analytics.com/vaultsLoans?entry=premium
[1] https://www.defichain-analytics.com/community?entry=dobby
[1] https://twitter.com/DanielZirkel/status/1495130054447316997
[1] https://www.defichain-analytics.com/liquidityMining?entry=tvl
[1] https://www.defichain-analytics.com/vaultsLoans?entry=nbVaults

Top Domains
Top Domains in Tweet in Entire Graph:
[228] synctrics.com
[165] twitter.com
[58] linkedin.com
[46] hbr.org
[35] mckinsey.com
[24] thehill.com
[23] google.com
[23] thehrdirector.com
[21] forbes.com
[19] dy.si

Top Domains in Tweet in G1:
[78] twitter.com
[20] linkedin.com
[16] seismic.com
[15] mckinsey.com
[15] hbr.org
[12] peopledevelopmentmagazine.com
[10] dy.si
[8] careerarc.com
[8] google.com
[6] postbeyond.com

Top Domains in Tweet in G2:
[27] hbr.org
[24] thehill.com
[18] learnandstudywithus.com
[17] enterprisersproject.com
[17] bbc.com
[17] siliconrepublic.com
[14] healthcareitnews.com
[8] newscientist.com
[8] twitter.com
[8] rstudio.com

Top Domains in Tweet in G3:
[228] synctrics.com
[18] linkedin.com
[15] mckinsey.com
[10] unleash.ai
[8] myhrfuture.com
[8] visier.com
[6] careerarc.com
[5] google.com
[4] amplifytalent.com
[4] gallup.com

Top Domains in Tweet in G5:
[3] analytics-365.com
[1] phdata.io
[1] udemy.com
[1] com.ng
[1] linkedin.com
[1] swoopanalytics.com

Top Domains in Tweet in G8:
[2] twitter.com
[2] forbes.com
[1] binance.charity
[1] in.ua

Top Domains in Tweet in G10:
[8] defichain-analytics.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[326] analytics
[239] peopleanalytics
[232] ai
[202] datascience
[175] hr
[149] bigdata
[131] python
[127] hrtech
[110] machinelearning
[110] goals



Top Hashtags in Tweet in G1:
[61] analytics
[25] peopleanalytics
[21] data
[14] hr
[13] ai
[11] bigdata
[11] capitalh
[10] dataanalytics
[9] datascience
[8] lifesciences

Top Hashtags in Tweet in G2:
[173] ai
[160] datascience
[154] analytics
[118] python
[108] bigdata
[87] iot
[84] machinelearning
[67] ml
[61] rstats
[43] data

Top Hashtags in Tweet in G3:
[181] peopleanalytics
[123] hr
[115] hrtech
[110] goals
[107] goalvana
[96] synctrics
[85] leadership
[85] reputation
[78] futureofwork
[73] pulsesurvey

Top Hashtags in Tweet in G5:
[12] dax
[6] learn
[6] workplaceanalytics
[6] analytics365
[4] microsoftteams
[3] collaboration
[1] powerbi
[1] powerplatform
[1] powerbidailydose

Top Hashtags in Tweet in G8:
[17] westandwithukraine
[4] binance
[2] globalistwars
[2] crypto
[2] bitcoin
[2] ethereum
[2] btc
[2] hex
[2] ada
[1] standwithukraine

Top Hashtags in Tweet in G10:
[38] roadto50
[31] crypto
[27] bitcoin

Top Words
Top Words in Tweet in Entire Graph:
[4474] people
[3171] analytics
[912] data
[571] more
[430] need
[326] #analytics
[313] use
[309] think
[302] know
[302] don

Top Words in Tweet in G1:
[794] people
[708] analytics
[168] data
[91] more
[79] see
[70] hr
[63] business
[61] #analytics
[58] know
[56] use

Top Words in Tweet in G2:
[307] people
[173] #ai
[160] #datascience
[154] #analytics
[118] #python
[108] #bigdata
[87] #iot
[84] #machinelearning
[67] #ml
[67] analytics_699

Top Words in Tweet in G3:
[552] people
[427] analytics
[251] need
[230] mitchzenger
[228] synctrics
[214] data
[169] #peopleanalytics
[125] better
[123] #hr
[115] #hrtech

Top Words in Tweet in G4:
[122] people
[121] fake
[121] pictures
[121] videos
[121] ukraine
[119] founda_
[68] lives
[68] stake
[68] kwaku
[68] manu

Top Words in Tweet in G5:
[56] start
[55] analytics
[53] interested
[53] breaking
[53] know
[53] come
[53] join
[53] team
[53] hiring
[53] training

Top Words in Tweet in G6:
[93] people
[92] balldontstop
[92] league
[92] easy
[91] don
[90] isaiah
[90] thomas
[90] scored
[90] 91
[90] points

Top Words in Tweet in G7:
[83] analytics
[81] people
[72] talkinyanks
[70] boone
[69] aaron
[69] crew
[67] strong
[67] words
[67] saying
[67] doing

Top Words in Tweet in G8:
[68] people
[52] ico_analytics
[40] fedorovmykhailo
[38] crypto_dep
[38] cz_binance
[38] cryptodiffer
[37] top7ico
[36] binance
[33] russian
[24] putin

Top Words in Tweet in G9:
[86] directory
[86] people
[84] reminder
[84] fellow
[84] destiny
[84] streamers
[84] launches
[84] mean
[84] huge
[84] creators

Top Words in Tweet in G10:
[164] defichain
[156] danielzirkel
[126] people
[94] dfi
[73] dtokens
[68] vaults
[53] again
[46] dex
[41] dusd
[40] pool

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[864] people,analytics
[239] data,analytics
[228] mitchzenger,synctrics
[174] analytics,data
[157] analytics,people
[155] many,people
[139] more,people
[134] people,don
[121] fake,pictures
[121] pictures,videos

Top Word Pairs in Tweet in G1:
[181] people,analytics
[64] data,analytics
[35] analytics,people
[34] google,analytics
[24] many,people
[20] twitter,analytics
[19] analytics,help
[18] people,know
[16] check,link
[16] link,bio

Top Word Pairs in Tweet in G2:
[55] #analytics,#datascience
[52] #bigdata,#analytics
[49] #machinelearning,#ai
[45] #datascience,#bigdata
[37] #datascience,#ai
[35] #analytics,#bigdata
[35] people,#analytics
[34] #ml,#nlp
[33] people,analytics
[33] #ai,#ml

Top Word Pairs in Tweet in G3:
[406] people,analytics
[228] mitchzenger,synctrics
[142] analytics,data
[75] transparent,people
[74] need,better
[48] companies,creating
[48] creating,such
[48] such,creepy
[48] creepy,people
[48] analytics,strategies

Top Word Pairs in Tweet in G4:
[121] fake,pictures
[121] pictures,videos
[119] founda_,people
[68] people,ukraine
[68] ukraine,lives
[68] lives,stake
[68] stake,kwaku
[68] kwaku,manu
[68] manu,ghana
[68] ghana,flooding

Top Word Pairs in Tweet in G5:
[53] interested,breaking
[53] breaking,analytics
[53] analytics,know
[53] know,start
[53] start,come
[53] come,join
[53] join,team
[53] team,hiring
[53] hiring,training
[52] aabattani,interested

Top Word Pairs in Tweet in G6:
[90] isaiah,thomas
[90] thomas,scored
[90] scored,91
[90] 91,points
[90] points,over
[90] over,last
[90] last,games
[90] games,league
[90] league,people
[90] people,don

Top Word Pairs in Tweet in G7:
[69] analytics,crew
[67] aaron,boone
[67] boone,strong
[67] strong,words
[67] words,people
[67] people,saying
[67] saying,doing
[67] doing,yankees
[67] yankees,analytics
[67] crew,telling

Top Word Pairs in Tweet in G8:
[36] ico_analytics,binance
[36] binance,cz_binance
[36] cz_binance,fedorovmykhailo
[36] fedorovmykhailo,crypto_dep
[36] crypto_dep,cryptodiffer
[36] cryptodiffer,top7ico
[17] #westandwithukraine,russian
[17] russian,action
[17] action,invasion
[17] invasion,iranian

Top Word Pairs in Tweet in G9:
[84] reminder,fellow
[84] fellow,destiny
[84] destiny,streamers
[84] streamers,launches
[84] launches,mean
[84] mean,huge
[84] huge,creators
[84] creators,back
[84] back,directory
[84] directory,more

Top Word Pairs in Tweet in G10:
[40] pool,defichain
[37] again,people
[37] vaults,mint
[37] mint,dtokens
[35] premium,dtokens
[35] dtokens,defichain
[31] tvl,defichain
[31] defichain,holding
[31] holding,strong
[31] strong,#crypto

Top Replied-To
Top Replied-To in Entire Graph:
@ico_analytics
@utd_analytics
@pawlowskimario
@evanwil41824796
@off_analytics
@fifa_analytics
@analytics_fb
@fedorovmykhailo
@o3jfrye
@kelleylegault

Top Replied-To in G2:
@pawlowskimario
@bimedotcom
@tobiaskintzel
@shi4tech
@analytics_699
@kanezadiane
@labordeolivier
@khulood_almani
@enilev
@avataverse

Top Replied-To in G3:
@visier
@thefredacom
@brodabayo
@hrcurator
@eqtble

Top Replied-To in G6:
@gotdakey2dabeam
@balldontstop

Top Replied-To in G7:
@benjamntenison1
@talkinyanks
@jphilintx
@jr62072
@yankees_matthew
@timinator1368
@mlbonfox
@rcall7
@dempsylarry007
@jabb3rj

Top Replied-To in G8:
@ico_analytics
@fedorovmykhailo
@crypto_dep
@antihodl
@rocifi
@clearpoolfin

Top Mentioned
Top Mentioned in Entire Graph:
@mitchzenger
@synctrics
@defichain
@danielzirkel
@founda_
@balldontstop
@jayyytuck
@talkinyanks
@analytics_699
@barstoolbigcat

Top Mentioned in G1:
@fayaz_shadman
@lcardapp
@elemanalytics
@parkercaruana
@awatson_47
@kimdoyal
@hellemans
@danpalmer
@aixecutivecncl

Top Mentioned in G2:
@analytics_699
@margaretsiegien
@komalsharma_108
@nicochan33
@rwang0
@jblefevre60
@shi4tech
@khulood_almani
@krzysztof_dykas
@frronconi

Top Mentioned in G3:
@mitchzenger
@synctrics
@david_green_uk
@mckinsey
@hrcurator
@nadeemrkhan
@guenolen
@visier
@dave_ulrich
@staciagarr

Top Mentioned in G4:
@founda_

Top Mentioned in G5:
@aabattani
@ahmedoyelowo
@swoopanalytics
@analytics_365
@yammer

Top Mentioned in G6:
@balldontstop
@joelsgoat

Top Mentioned in G7:
@talkinyanks
@joelsherman1
@mlbonfox
@damienwoody
@goat77397306
@martinonyc
@justinjesustosb
@jabb3rj
@mike_aposhian
@pacebrainz

Top Mentioned in G8:
@cz_binance
@cryptodiffer
@top7ico
@crypto_dep
@binance
@fedorovmykhailo
@robinhoodiran
@ico_analytics
@ukraine
@christo98320511

Top Mentioned in G9:
@jayyytuck

Top Mentioned in G10:
@defichain
@danielzirkel
@dobby_dfi

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@world_news_eng
@teamyoutube
@xaelbot
@codedailybot
@thedeveloperbot
@xfinitysupport
@ipythonistabot
@cybersecurityn8

Top Tweeters in G1:
@prtimes_news
@dataaugmented
@frontendla
@suriyasubraman
@xbox_one_reddit
@ken_tameni2525
@marypcbuk
@aureliacotta
@newsrelease_jp
@d0lphin_ebooks

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@ipythonistabot
@cybersecurityn8
@morolswediu
@coder_487
@thehill

Top Tweeters in G3:
@humanre41270855
@smilenewa
@simonlporter
@data_nerd
@mediaredef
@ianmcalvert
@hrcurator
@google
@moehlert
@memorynguwi

Top Tweeters in G4:
@kobbykatalyst1
@quame_age
@founda_
@wo__gyimieno
@princesark16
@mmoankoaa
@isaacquophai
@kwaku_majesty_
@heisblackboy
@ghanayesu_

Top Tweeters in G5:
@ti_enjoli
@benevolentdjinn
@ysannebueno
@ameikpe
@jiorjette
@jdub_06
@recklesslygigi
@_tolar
@d_eloquent1
@msteamsbot

Top Tweeters in G6:
@mainneli_
@wendizzle__
@vernellgordon
@djflyyboiidom
@_sethmade
@miahdollabill
@patrickbuzzell
@encouragedone
@803underdawg
@fasho_tho

Top Tweeters in G7:
@victorsharma12
@farfel54
@ramonma1707
@lukebecker_yn26
@keg_dogg
@charlierga
@cru182
@njpharaoh
@stackyforessex
@coreyclarkradio

Top Tweeters in G8:
@lvictorfaulkner
@binance
@sbf_ftx
@ybrip0495
@vitalikbuterin
@cryptoentuziast
@forbescrypto
@octavianussg
@cryptodiffer
@stanikulechov

Top Tweeters in G9:
@x24rocks
@wynternyght
@hartattack05
@adlegend21
@evasive_
@danflnlty
@misstrusts
@jabbenstick
@syberkai
@sammisuniverse

Top Tweeters in G10:
@bidmaster777
@404mirko
@ramitzez1
@any_sunrise
@julianhosp
@martinklier
@lowcee89
@pgattinger
@yuashton
@uaview