People Analytics, Twitter, 4/3/2021 4:17:30 AM, 251852


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People Analytics_2021-04-02_14-27-33.xlsx
People Analytics_2021-04-02_14-27-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2021
Short Description:
People Analytics via NodeXL https://bit.ly/3woilv1
@humanre41270855
@david_green_uk
@chidambara09
@adammgrant
@chavivohra
@sdg2030
@analytics_699
@godfrey_g_
@ruchirpdave
@simongerman600

Top hashtags:
#peopleanalytics
#analytics
#hrtech
#goals
#ai
#goalvana
#hr

Description:
Description
The graph represents a network of 5,642 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, 02 April 2021 at 21:47 UTC.

The requested start date was Friday, 02 April 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, 23-hour, 51-minute period from Friday, 19 March 2021 at 00:03 UTC to Thursday, 01 April 2021 at 23:55 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 : 5642
Unique Edges : 3723
Edges With Duplicates : 6287
Total Edges : 10010
Number of Edge Types : 5
Retweet : 2428
MentionsInRetweet : 3053
Tweet : 1295
Replies to : 778
Mentions : 2456
Self-Loops : 1338
Reciprocated Vertex Pair Ratio : 0.0190682130921958
Reciprocated Edge Ratio : 0.0374228395061728
Connected Components : 1625
Single-Vertex Connected Components : 719
Maximum Vertices in a Connected Component : 834
Maximum Edges in a Connected Component : 2941
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.317498
Graph Density : 0.000162883019388672
Modularity : 0.551921
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 5,642 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, 02 April 2021 at 21:47 UTC.

The requested start date was Friday, 02 April 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, 23-hour, 51-minute period from Friday, 19 March 2021 at 00:03 UTC to Thursday, 01 April 2021 at 23:55 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:
[354] https://go.synctrics.com/synctrics
[46] https://www.bbc.com/news/world-europe-56457295
[32] https://www.kdnuggets.com/2021/02/gilbert-people-skills-analytical-thinkers.html
[30] https://jadirectives.com/best-business-intelligence-certification-online/
[27] 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
[22] http://gccontrollers.com
[21] https://go.synctrics.com/mitchzenger
[19] https://www.linkedin.com/slink?code=ddc59nc
[15] https://twitter.com/verasitytech/status/1370337762923180034
[13] https://www.visier.com/clarity/how-to-identify-the-right-people-analytics-projects/

Top URLs in Tweet in G1:
[9] https://twitter.com/i/web/status/1375120294587854848
[5] https://www.transcriptionoutsourcing.net/blog/linkedin-for-freelancers-everything-you-need-to-know-to-get-more-clients/
[4] https://www.streetwisejournal.com/the-best-software-for-your-business-in-2021/?ref=quuu
[3] https://www.socialmediatoday.com/news/youtube-adds-connected-tv-data-to-youtube-analytics-new-insight-on-returni/596826/
[3] https://www.linkedin.com/slink?code=g3ZCUVG
[3] https://www.mediapost.com/publications/article/361837/are-you-hip-to-your-data-culture-operations-peopl.html
[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://elementaryanalytics.com/google-analytics-report-for-your-shoe-store/
[3] https://elementaryanalytics.com/google-analytics-report-for-your-yoga-store/
[3] https://elementaryanalytics.com/google-analytics-report-for-your-skincare-store/

Top URLs in Tweet in G3:
[32] https://www.kdnuggets.com/2021/02/gilbert-people-skills-analytical-thinkers.html
[30] https://jadirectives.com/best-business-intelligence-certification-online/
[9] https://hbr.org/2016/12/if-your-boss-could-do-your-job-youre-more-likely-to-be-happy-at-work
[7] https://www.amazon.com/Winning-Data-Transform-Culture-Empower/dp/1119257239?&linkCode=sl1&tag=kirkdborne-20&linkId=be31e21ae1c4fc36c3faadbe652a068c&language=en_US&ref_=as_li_ss_tl
[7] https://www.youtube.com/c/CodeWithConner
[5] https://executive-people.nl/669901/datameer-helpt-het-datastuwmeer-beheersbaar-te-houden.html
[4] https://www.forbes.com/sites/rodgerdeanduncan/2020/02/11/how-will-your-career-be-impacted-by-artificial-intelligence/?sh=2159d0e04f04
[4] https://www.analyticsinsight.net/what-elon-musks-neuralink-has-in-store-for-people/
[3] https://ai-jobs.net/job/6034-senior-data-analyst-people-analytics/
[3] https://www.forbes.com/sites/forbestechcouncil/2020/06/10/the-role-of-ai-and-people-analytics-in-developing-the-leaders-of-tomorrow/#51a9f92af94e

Top URLs in Tweet in G4:
[354] https://go.synctrics.com/synctrics
[24] 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
[21] https://go.synctrics.com/mitchzenger
[19] https://www.linkedin.com/slink?code=ddc59nc
[11] https://www.visier.com/clarity/how-to-identify-the-right-people-analytics-projects/
[8] https://store44250299.ecwid.com/products/278247555
[5] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-march-2021-david-green/
[5] https://www.myhrfuture.com/blog/2021/3/17/four-considerations-for-the-future-of-people-analytics
[4] https://www.linkedin.com/slink?code=gCUXHcW
[3] https://business.linkedin.com/talent-solutions/blog/talent-analytics/2019/how-to-build-people-analytics-function

Top URLs in Tweet in G5:
[2] https://analytics.huma-num.fr/Nicolas.Lambert/migrexplorer3/
[1] https://80000hours.org/podcast/episodes/ezra-klein-journalism-most-important-topics/
[1] https://twitter.com/simongerman600/status/1373380085697372161

Top URLs in Tweet in G6:
[2] https://thefederalist.com/2021/03/22/illinois-school-district-pays-speaker-175-a-minute-to-criticize-white-people/
[2] https://www.vogue.com/article/emily-ratajkowski-pregnant-announcement-digital-cover
[2] https://twitter.com/JamaalBowmanNY/status/1376520062773903364
[1] https://thefederalist.com/2021/03/31/its-important-to-be-honest-about-what-todays-media-actually-are/
[1] https://irannewsupdate.com/news/infightings/iran-regimes-method-selling-the-country-away/
[1] https://www.upi.com/Top_News/Voices/2021/03/23/iran-Iran-Nowruz-new-day-US-support/7171616499945/?spt=su&or=btn_tw
[1] https://rumble.com/vf84r3-aoc-makes-insane-claim-about-the-biden-border-crisis.html?mref=23gga&mc=8uxj1
[1] https://twitter.com/oneunderscore__/status/1376375893845762048
[1] https://twitter.com/AP/status/1377238968421519363
[1] https://washex.am/2QTZiIP

Top URLs in Tweet in G8:
[1] https://twitter.com/zebulgar/status/1374013945233645576

Top URLs in Tweet in G9:
[46] https://www.bbc.com/news/world-europe-56457295
[1] https://wpa.wharton.upenn.edu/conference/
[1] https://wpa.wharton.upenn.edu/2021-conference-program/
[1] https://pac.givitas.com/sign_up_now?utm_content=160036107&utm_medium=social&utm_source=twitter&hss_channel=tw-859610521649197056
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D81uYlpLzuJY&q=EgS4SO-bGMGenoMGIhkA8aeDSy-budNEASbFTak9GiPrZ_CTr_m8MgFy

Top URLs in Tweet in G10:
[1] https://bigbrotherwatch.org.uk/campaigns/welfare-data-watch/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=9e8d7ad0-8124-11eb-918d-857ff8adfd42&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMy0wOS9oYWNrZXJzLWV4cG9zZS10ZXNsYS1qYWlscy1pbi1icmVhY2gtb2YtMTUwLTAwMC1zZWN1cml0eS1jYW1z

Top Domains
Top Domains in Tweet in Entire Graph:
[375] synctrics.com
[180] twitter.com
[98] linkedin.com
[46] bbc.com
[44] hbr.org
[33] kdnuggets.com
[30] jadirectives.com
[30] co.uk
[22] youtube.com
[22] sap.com

Top Domains in Tweet in G1:
[72] twitter.com
[25] linkedin.com
[12] elementaryanalytics.com
[8] forbes.com
[8] dy.si
[7] hbr.org
[6] co.uk
[6] youtube.com
[5] adweek.com
[5] seismic.com

Top Domains in Tweet in G3:
[33] kdnuggets.com
[30] jadirectives.com
[12] forbes.com
[9] hbr.org
[8] youtube.com
[7] executive-people.nl
[7] amazon.com
[4] analyticsinsight.net
[3] twitter.com
[3] ai-jobs.net

Top Domains in Tweet in G4:
[375] synctrics.com
[51] linkedin.com
[26] hbr.org
[17] visier.com
[8] ecwid.com
[6] myhrfuture.com
[5] hrexchangenetwork.com
[5] dy.si
[4] sap.com
[4] techrseries.com

Top Domains in Tweet in G5:
[2] huma-num.fr
[1] 80000hours.org
[1] twitter.com

Top Domains in Tweet in G6:
[19] twitter.com
[3] thefederalist.com
[2] vogue.com
[1] irannewsupdate.com
[1] upi.com
[1] rumble.com
[1] washex.am
[1] amgreatness.com
[1] thenation.com
[1] mu.nu

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[46] bbc.com
[2] upenn.edu
[1] givitas.com
[1] google.com

Top Domains in Tweet in G10:
[1] org.uk
[1] bloomberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[353] peopleanalytics
[336] analytics
[214] hrtech
[196] goals
[194] ai
[175] goalvana
[160] hr
[155] reputation
[149] leadership
[147] synctrics



Top Hashtags in Tweet in G1:
[78] analytics
[24] data
[20] peopleanalytics
[13] googleads
[13] facebookads
[10] hr
[9] marketing
[7] datascience
[7] dataanalytics
[6] ai

Top Hashtags in Tweet in G3:
[155] ai
[127] analytics
[92] datascience
[84] bigdata
[72] machinelearning
[54] python
[47] 100daysofcode
[43] iot
[43] programming
[38] programmers

Top Hashtags in Tweet in G4:
[297] peopleanalytics
[204] hrtech
[196] goals
[175] goalvana
[155] reputation
[147] synctrics
[144] leadership
[141] hr
[130] personability
[111] futureofwork

Top Hashtags in Tweet in G6:
[4] iran
[3] stopwhitehate
[2] china
[2] boulder
[1] addmetoyourlist
[1] covid19

Top Hashtags in Tweet in G7:
[81] zacksnydersjusticeleague

Top Hashtags in Tweet in G9:
[46] finland
[46] worldhappinessday
[46] worldhappinessindex
[1] peopleanalytics
[1] network
[1] givitas
[1] interview
[1] ddigitalmarketing
[1] marketing
[1] humanresources

Top Words
Top Words in Tweet in Entire Graph:
[4899] people
[3819] analytics
[1159] data
[739] twitter
[627] need
[564] more
[400] know
[395] many
[380] mitchzenger
[359] synctrics

Top Words in Tweet in G1:
[802] people
[689] analytics
[154] data
[120] more
[84] many
[79] know
[78] #analytics
[74] see
[68] twitter
[57] hr

Top Words in Tweet in G2:
[513] twitter
[507] people
[445] analytics
[262] impressions
[200] oo
[199] jack
[199] nu
[199] 50k
[199] equals
[199] 100

Top Words in Tweet in G3:
[289] people
[155] #ai
[129] analytics
[127] #analytics
[92] #datascience
[84] #bigdata
[80] data
[72] #machinelearning
[54] #python
[49] tableau

Top Words in Tweet in G4:
[836] people
[623] analytics
[419] need
[380] mitchzenger
[359] synctrics
[345] data
[297] #peopleanalytics
[205] better
[204] #hrtech
[196] #goals

Top Words in Tweet in G5:
[113] people
[110] 2019
[110] chinese
[110] born
[110] live
[109] interactive
[109] globe
[109] visualises
[109] international
[109] migrant

Top Words in Tweet in G6:
[157] people
[28] white
[20] biden
[17] border
[11] think
[11] time
[11] right
[10] american
[9] never
[9] race

Top Words in Tweet in G7:
[82] average
[81] #zacksnydersjusticeleague
[81] reportedly
[81] watched
[81] 8m
[81] households
[81] based
[81] analytics
[81] samba
[81] tv

Top Words in Tweet in G8:
[61] oh
[61] good
[61] we've
[61] reached
[61] bit
[61] year
[61] people
[61] horrified
[61] kids
[61] interested

Top Words in Tweet in G9:
[48] world
[46] #finland
[46] ranked
[46] happiest
[46] country
[46] again
[46] #worldhappinessday
[46] co
[46] #worldhappinessindex
[39] o6ei5qjm68

Top Words in Tweet in G10:
[58] using
[58] data
[58] analytics
[57] councils
[57] predictive
[57] make
[57] welfare
[57] decisions
[57] project
[56] bigbrotherwatch

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1021] people,analytics
[449] twitter,analytics
[355] mitchzenger,synctrics
[281] many,people
[268] analytics,data
[251] data,analytics
[199] jack,twitter
[199] analytics,nu
[199] nu,50k
[199] 50k,impressions

Top Word Pairs in Tweet in G1:
[118] people,analytics
[54] analytics,people
[53] many,people
[52] data,analytics
[44] twitter,analytics
[25] google,analytics
[17] people,know
[14] #data,#analytics
[14] look,people
[13] more,people

Top Word Pairs in Tweet in G2:
[366] twitter,analytics
[199] jack,twitter
[199] analytics,nu
[199] nu,50k
[199] 50k,impressions
[199] impressions,equals
[199] equals,100
[199] 100,herrr
[199] herrr,people
[199] people,cashing

Top Word Pairs in Tweet in G3:
[47] people,analytics
[42] #ai,#datascience
[38] people,think
[38] think,#programmers
[38] #programmers,argue
[36] eli_krumova,people
[34] people,skills
[32] skills,analytical
[32] analytical,thinkers
[32] yu_angela,#devcommunity

Top Word Pairs in Tweet in G4:
[595] people,analytics
[355] mitchzenger,synctrics
[236] analytics,data
[128] transparent,people
[113] need,better
[81] many,people
[80] companies,creating
[80] creating,such
[80] such,creepy
[80] creepy,people

Top Word Pairs in Tweet in G5:
[110] chinese,born
[110] born,people
[110] people,live
[109] interactive,globe
[109] globe,visualises
[109] visualises,international
[109] international,migrant
[109] migrant,stock
[109] stock,2019
[109] 2019,11

Top Word Pairs in Tweet in G6:
[20] white,people
[7] american,people
[6] joe,biden
[5] good,people
[5] 10,people
[4] certain,races
[4] people,covid
[4] system,makes
[4] universal,background
[4] background,checks

Top Word Pairs in Tweet in G7:
[81] #zacksnydersjusticeleague,reportedly
[81] reportedly,watched
[81] watched,8m
[81] 8m,households
[81] households,based
[81] based,analytics
[81] analytics,samba
[81] samba,tv
[81] tv,average
[80] drmovienews1,#zacksnydersjusticeleague

Top Word Pairs in Tweet in G8:
[61] oh,good
[61] good,we've
[61] we've,reached
[61] reached,bit
[61] bit,year
[61] year,people
[61] people,horrified
[61] horrified,kids
[61] kids,interested
[61] interested,running

Top Word Pairs in Tweet in G9:
[46] #finland,ranked
[46] ranked,happiest
[46] happiest,country
[46] country,world
[46] world,again
[46] again,#worldhappinessday
[46] #worldhappinessday,co
[39] co,o6ei5qjm68
[39] o6ei5qjm68,#worldhappinessindex
[37] sdg2030,#finland

Top Word Pairs in Tweet in G10:
[57] councils,using
[57] using,data
[57] data,predictive
[57] predictive,analytics
[57] analytics,make
[57] make,welfare
[57] welfare,decisions
[57] decisions,project
[56] bigbrotherwatch,councils

Top Replied-To
Top Replied-To in Entire Graph:
@cric_analytics
@kgsgoat
@carolinerussell
@pgr_analytics
@zeusodea
@shaun_analytics
@tommyaltinnit
@johns_analytics
@adnacoil
@null_analytics

Top Replied-To in G1:
@aml_analytics

Top Replied-To in G3:
@tableau
@lorimoreno
@shicooks
@datacontrovers1
@contentsquare
@kareem_carr
@sparkpost

Top Replied-To in G4:
@behaviorsb
@visier
@patzperez
@david_green_uk

Top Replied-To in G6:
@null_analytics
@john4zoyrunning
@lauramcnallyphd
@amber_athey
@soh_analytics
@timcast
@fsn1011
@bkshurtz

Top Replied-To in G9:
@mayawiley

Top Mentioned
Top Mentioned in Entire Graph:
@mitchzenger
@synctrics
@asabereroland
@simongerman600
@quophieparadise
@drmovienews1
@nuelanuella
@manyatruenerd
@bigbrotherwatch
@balldontstop

Top Mentioned in G1:
@marketingwhtsnw
@endgamepanacea
@ianefford
@blakerson
@clch_nhsjobs
@renewhr
@elemanalytics

Top Mentioned in G2:
@asabereroland
@quophieparadise
@nuelanuella
@rexfordkingsley
@zwenis_
@mmoankoaa
@wagyimianaa_

Top Mentioned in G3:
@yu_angela
@eli_krumova
@analytics_699
@tableau
@easternstyle1
@strat_ai
@ai_miami
@jadirectivestwt
@gigadgets_
@gavlaaaaaaaa

Top Mentioned in G4:
@mitchzenger
@synctrics
@harvardbiz
@david_green_uk
@visier
@hrcurator
@syncbacks
@3nstrategy
@indiadiversity1
@sapnews

Top Mentioned in G5:
@simongerman600
@80000hours

Top Mentioned in G6:
@laurenboebert
@ryantand
@julie_kelly2
@mrandyngo
@cortessteve
@fema
@shaykhatiri
@mzhemingway
@buzzpatterson
@yoalexrapz

Top Mentioned in G7:
@drmovienews1

Top Mentioned in G8:
@manyatruenerd

Top Mentioned in G9:
@sdg2030
@chavivohra
@gallupnews
@wharton
@adammgrant
@nasa
@whartonpac
@simongerman600
@actormadhavan
@angeliquekidjo

Top Mentioned in G10:
@bigbrotherwatch

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@femtech_
@delta
@independent
@teamyoutube
@evankirstel
@derekjohnbryant
@xaelbot

Top Tweeters in G1:
@isearch247
@zainr
@biconnections
@data_nerd
@suriyasubraman
@jamesvgingerich
@newkingofmedia
@mediapost
@d0lphin_ebooks
@headlinez

Top Tweeters in G2:
@kwasinawil
@i_am_winter
@benopaonyx1
@gob3nyame
@ilatif_
@quasiburnerx
@quame_age
@yrnrgee
@shu_ghar_
@princesark16

Top Tweeters in G3:
@sectest9
@chidambara09
@femtech_
@evankirstel
@xaelbot
@codedailybot
@lorimoreno
@codernotesbot
@cybersecurityn8
@thedeveloperbot

Top Tweeters in G4:
@zencatpottery
@o_g_log
@ana_captures
@chandachacon
@people
@dlhampton
@humanre41270855
@hrcurator
@entrepreneur
@adamsfantasy

Top Tweeters in G5:
@derekjohnbryant
@scheerenberger
@ansisegle
@stepanafanas
@from20131017
@svencjohn_steve
@niemieckapolity
@luzrocorredor
@jenengl
@texhewson

Top Tweeters in G6:
@delta
@comfortablysmug
@politico
@usatoday
@neoavatara
@waynedupreeshow
@cathyyoung63
@netsdaily
@neontaster
@chadfelixg

Top Tweeters in G7:
@breezymeister14
@realmarlinsfan
@fanboy466
@eaphen
@phantomx1313
@marco_issa
@resistance0101
@lazybones2020
@diegocinefilo
@thepaul25

Top Tweeters in G8:
@nick_lange_
@thrownintosol
@jehinite
@neligahn
@smutchings
@leofilip95
@ewgfmitc
@himbocurve
@heidamazeballs
@katbairwell

Top Tweeters in G9:
@nerdy_dami
@djriveraros
@coolgrey
@pattyarquette
@denutrients
@sdg2030
@berkeleybrett
@vincentcoyle1
@williamtheb
@pamelafalk

Top Tweeters in G10:
@antieu2
@2020smiles
@openlyclassist
@johnmarcmail
@swsandy_
@targetedsince07
@debraclaridge
@petros_berhe
@bam57581565
@ianmacleod14


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