People Analytics, Twitter, 3/3/2023 10:09:01 PM, 290153


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People Analytics_2023-03-03_13-57-52.xlsx
People Analytics_2023-03-03_13-57-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 03, 2023
Short Description:
People Analytics via NodeXL PERMANENTLY_REMOVED
@nfldraftscout
@docrussjackson
@morning_skate
@sportsfeedia
@jpolly22
@elonmusk
@nicktweet
@draseemmalhotra
@bbc
@utd_analytics

Top hashtags:
#hr
#peopleanalytics
#startups
#hrtech
#jobs
#motivation
#inspiration

Description:
Description
The graph represents a network of 5,841 Twitter users whose recent tweets contained "People Analytics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 22:03 UTC.

The tweets in the network were tweeted over the 1149-day, 3-hour, 30-minute period from Wednesday, 08 January 2020 at 21:17 UTC to Friday, 03 March 2023 at 00:47 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5841
Unique Edges : 3264
Edges With Duplicates : 9520
Total Edges : 12784
Number of Edge Types : 9
Retweet : 2531
MentionsInRetweet : 3339
Tweet : 1087
Replies to : 1481
MentionsInQuoteReply : 26
MentionsInReplyTo : 2782
Mentions : 1362
Quote : 133
MentionsInQuote : 43
Self-Loops : 1596
Reciprocated Vertex Pair Ratio : 0.0574868577242666
Reciprocated Edge Ratio : 0.108723540731238
Connected Components : 1438
Single-Vertex Connected Components : 540
Maximum Vertices in a Connected Component : 463
Maximum Edges in a Connected Component : 1070
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.02244
Graph Density : 0.000182812569624736
Modularity : 0.499789
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,841 Twitter users whose recent tweets contained "People Analytics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 22:03 UTC.

The tweets in the network were tweeted over the 1149-day, 3-hour, 30-minute period from Wednesday, 08 January 2020 at 21:17 UTC to Friday, 03 March 2023 at 00:47 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[392] https://go.synctrics.com/synctrics
[48] https://lonelycowboy.tools/
[48] https://www.ceo-analytics.com/
[48] https://app.powerbi.com/view?r=eyJrIjoiOTk1ZGQ1N2UtNzFkYS00ZjIwLWJhNzItM2Y3Y2E3ZTNhZThkIiwidCI6ImEzZDFlNzgxLWYyZTQtNDMwOC1hYWRhLWY5YjA4ODdjZTdkMyIsImMiOjN9
[28] https://dzygaspaw.com/
[19] 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
[10] https://v2.myskill.id/bootcamp
[9] https://geni.best
[9] https://www.bigbookofr.com/field-specific.html
[9] https://liquidmercury.com/

Top URLs in Tweet in G1:
[48] https://www.ceo-analytics.com/
[48] https://app.powerbi.com/view?r=eyJrIjoiOTk1ZGQ1N2UtNzFkYS00ZjIwLWJhNzItM2Y3Y2E3ZTNhZThkIiwidCI6ImEzZDFlNzgxLWYyZTQtNDMwOC1hYWRhLWY5YjA4ODdjZTdkMyIsImMiOjN9
[5] https://thecustomer.net/less-data-more-b2b-marketing-muscle/
[5] https://blogs.sas.com/content/sascom/2023/01/31/5-keys-to-building-stronger-analytics-teams/?utm_source=TWITTER&utm_medium=social-advocacy&utm_content=8795461626&utm_campaign=SAS+Brand
[4] 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
[4] https://twitter.com/iam_selling/status/1628186694418853888/photo/1
[4] https://twitter.com/zahralatfh/status/1630562331620167680/photo/1
[4] https://happily.ai/
[4] https://twitter.com/Connected_Ad/status/1628221601891160065/photo/1
[4] https://twitter.com/amnarin21/status/1630501060094857216/photo/1

Top URLs in Tweet in G3:
[1] https://yorkshirebylines.co.uk/politics/an-open-letter-to-the-bbc/
[1] https://twitter.com/docrussjackson/status/1628377926029783040/photo/1

Top URLs in Tweet in G4:
[2] https://twitter.com/Utd_Analytics/status/1626676503265042456/photo/1
[1] https://twitter.com/Utd_Analytics/status/1627339652263817219/photo/1
[1] https://twitter.com/Utd_Analytics/status/1627286282614218753/photo/1
[1] https://twitter.com/Utd_Analytics/status/1627336372091584514/photo/1
[1] https://twitter.com/Utd_Analytics/status/1627314310283141121/photo/1
[1] https://twitter.com/Utd_Analytics/status/1631047149197619203/photo/1
[1] https://twitter.com/Utd_Analytics/status/1631048027270938627/photo/1
[1] https://twitter.com/KlisRamdeenLess/status/1627330298399625216?t=nNuvzrcyYA9ApsveKv6_qA&s=19

Top URLs in Tweet in G5:
[1] https://twitter.com/julie_kelly2/status/1626578323718406144/photo/1

Top URLs in Tweet in G6:
[6] https://www.independent.co.ug/over-60-pct-people-wary-about-trusting-artificial-intelligence-global-study/?utm_content=bufferbf11f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.independent.co.uk/tech/chatgpt-ai-messages-microsoft-bing-b2282491.html
[4] https://www.independent.co.ug/over-60-pct-people-wary-about-trusting-artificial-intelligence-global-study/
[4] https://twitter.com/sallyeaves/status/1623420703214125065/photo/1
[2] https://www.forbes.com/sites/andrewpulrang/2023/02/28/4-tips-for-engaging-with-disabled-people-on-social-media/?sh=588b4769164a
[1] https://twitter.com/AlbertoEMachado/status/1630624250062094341/photo/1
[1] https://twitter.com/AlbertoEMachado/status/1629469600390733825/video/1
[1] https://twitter.com/nowthisnews/status/1624209853928595457/video/1
[1] https://twitter.com/JimHarris/status/1629555831229259782/photo/1
[1] https://www.voguebusiness.com/technology/tech-people-are-taking-fashion-jobs-whats-going-on

Top URLs in Tweet in G9:
[2] https://twitter.com/CharlieVidal/status/1628441780818481156
[1] https://twitter.com/i/web/status/1628456203817738241
[1] https://twitter.com/MurryFarts/status/1628679771109617664/photo/1
[1] https://twitter.com/CharlieVidal/status/1628441780818481156/photo/1
[1] https://twitter.com/JLazzy23/status/1628433239177064454

Top URLs in Tweet in G10:
[1] https://twitter.com/FirstTake/status/1630973057215889411/video/1
[1] https://twitter.com/i/web/status/1630322876346777601
[1] https://twitter.com/CyrusTheVirusP/status/1630321032186806279/video/1
[1] https://twitter.com/ESPNNBA/status/1628531330043596801/video/1
[1] https://twitter.com/brongotgame/status/1628141738610098176
[1] https://twitter.com/WITNESSKJ/status/1628139543000977425/video/1
[1] https://twitter.com/Andrew__Boley/status/1630060100617633792/video/1
[1] https://twitter.com/OldManAndThree/status/1630349560550703105
[1] https://twitter.com/OldManAndThree/status/1630349560550703105/video/1
[1] https://twitter.com/clutchpointsapp/status/1630322876346777601

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[245] hr
[229] peopleanalytics
[207] startups
[204] hrtech
[190] jobs
[185] motivation
[184] inspiration
[183] culture
[175] futureofwork
[164] belonging



Top Hashtags in Tweet in G1:
[36] analytics
[36] decisions
[36] choice
[15] peopleanalytics
[12] bigdata
[12] customerchoice
[12] consumerchoice
[11] ai
[9] hr
[8] data

Top Hashtags in Tweet in G3:
[2] bbcqt
[1] thread

Top Hashtags in Tweet in G4:
[9] mufc

Top Hashtags in Tweet in G6:
[28] ai
[23] tech
[23] analytics
[20] machinelearning
[18] artificialintelligence
[16] ml
[15] mwc2023
[13] web3
[12] bigdata
[11] mwc23

Top Hashtags in Tweet in G9:
[1] nyr

Top Words
Top Words in Tweet in Entire Graph:
[4769] people
[3829] analytics
[932] data
[741] more
[619] think
[535] great
[533] need
[478] show
[420] days
[401] use

Top Words in Tweet in G1:
[654] people
[617] analytics
[189] data
[106] know
[105] more
[95] make
[66] decisions
[57] use
[55] hr
[52] google

Top Words in Tweet in G2:
[330] people
[330] forgetting
[330] think
[330] analytics
[330] two
[330] past
[330] great
[330] qb
[330] days
[330] drafts

Top Words in Tweet in G3:
[251] read
[250] article
[250] dr
[249] people
[249] jackson's
[249] countries
[249] 144
[249] show
[249] bbc
[249] bias

Top Words in Tweet in G4:
[142] people
[135] utd_analytics
[84] contribution
[83] based
[83] fernandes
[82] effectiveness
[82] watched
[82] aesthetics
[82] actually
[82] overall

Top Words in Tweet in G5:
[144] insurrection
[144] people
[144] analytics
[144] google
[144] live
[144] show
[144] really
[144] dc
[144] care
[144] america

Top Words in Tweet in G6:
[75] people
[28] #ai
[25] glengilmore
[23] #analytics
[23] analytics_659
[23] nicochan33
[23] #tech
[20] #machinelearning
[18] khulood_almani
[18] #artificialintelligence

Top Words in Tweet in G7:
[252] streamers
[127] friends
[126] people
[126] don
[126] being
[126] plz
[126] hang
[126] nice
[126] well
[126] aren

Top Words in Tweet in G8:
[244] baseball
[120] managers
[120] talking
[120] themselves
[120] rule
[120] players
[120] brought
[120] changes
[120] needed
[119] remember

Top Words in Tweet in G9:
[101] analytics
[99] people
[87] kane
[84] still
[84] team
[82] patrick
[82] awful
[82] guy
[82] ripping
[82] words

Top Words in Tweet in G10:
[87] nba
[68] people
[54] jokic
[46] mvp
[45] being
[44] much
[44] giannis
[43] swipacam
[42] antetokounmpo
[42] deserved

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[885] people,analytics
[392] mitchzenger,synctrics
[351] think,people
[335] two,days
[333] analytics,past
[332] studying,qb
[332] qb,analytics
[332] past,drafts
[332] people,forgetting
[332] forgetting,great

Top Word Pairs in Tweet in G1:
[140] people,analytics
[60] data,analytics
[55] people,make
[52] know,people
[49] make,decisions
[48] msalup,ceo
[48] ceo,analytics
[48] decisions,choice
[36] choice,msalup
[36] analytics,#decisions

Top Word Pairs in Tweet in G2:
[330] think,people
[330] past,drafts
[330] studying,qb
[330] drafts,two
[330] days,think
[330] analytics,past
[330] forgetting,great
[330] qb,analytics
[330] two,days
[330] people,forgetting

Top Word Pairs in Tweet in G3:
[249] people,144
[249] bbc,bias
[249] show,dr
[249] article,read
[249] countries,interest
[249] 144,countries
[249] jackson's,article
[249] dr,jackson's
[249] read,people
[249] interest,bbc

Top Word Pairs in Tweet in G4:
[86] utd_analytics,people
[82] based,effectiveness
[82] people,actually
[82] overall,contribution
[82] effectiveness,overall
[82] contribution,aesthetics
[82] actually,watched
[82] watched,fernandes
[82] aesthetics,alone
[82] fernandes,based

Top Word Pairs in Tweet in G5:
[144] show,people
[144] care,insurrection
[144] america,really
[144] analytics,show
[144] live,dc
[144] really,care
[144] insurrection,live
[144] google,analytics
[144] people,america
[143] julie_kelly2,google

Top Word Pairs in Tweet in G6:
[13] glengilmore,frronconi
[13] shi4tech,jblefevre60
[13] jblefevre60,glengilmore
[13] people,lived
[13] earth,kashthefuturist
[13] kashthefuturist,nicochan33
[13] frronconi,gvalan
[13] lived,earth
[13] 100,people
[13] nicochan33,shi4tech

Top Word Pairs in Tweet in G7:
[126] people,don
[126] friends,aren
[126] streamers,well
[126] nice,being
[126] well,nice
[126] being,hang
[126] plz,friends
[126] aren,streamers
[126] hang,people
[126] streamers,plz

Top Word Pairs in Tweet in G8:
[120] baseball,brought
[120] brought,needed
[120] changes,themselves
[120] talking,managers
[120] managers,players
[120] baseball,baseball
[120] needed,rule
[120] themselves,talking
[120] rule,changes
[119] remember,baseball

Top Word Pairs in Tweet in G9:
[84] analytics,people
[82] ripping,patrick
[82] patrick,kane
[82] kane,eat
[82] people,ripping
[82] words,guy
[82] team,still
[82] eat,words
[82] awful,team
[82] guy,awful

Top Word Pairs in Tweet in G10:
[43] nba,mvp
[42] mvp,much
[42] deserved,unfortunately
[42] antetokounmpo,being
[42] being,people
[42] unfortunately,jokic
[42] jokic,leading
[42] people,nba
[42] congratulations,giannis
[42] much,deserved

Top Replied-To
Top Replied-To in Entire Graph:
@utd_analytics
@off_analytics
@mmai_analytics
@teamyoutube
@tigerhoodstv
@elonmusk
@analytics_ghost
@robtolp69
@coachchaddy
@morning_skate

Top Replied-To in G4:
@utd_analytics
@breezyutd
@utdwesleyy
@srxmufc
@papipioche_
@benjysegal
@kucing_gembil
@lingzzo7
@skullygandee
@klisramdeenless

Top Replied-To in G6:
@albertoemachado
@pawlowskimario
@jagersbergknut
@ballofgame
@elisequevedo
@activithink
@khulood_almani
@sallyeaves

Top Replied-To in G8:
@isaywhatwhat84
@tadpoles0220
@globebobryan

Top Replied-To in G9:
@morning_skate
@jfreshhockey
@ceoofep0
@levidecroce
@texas96397654
@mattkrouch
@dabasementboys_
@lucasdiabo
@nyrenthusiast
@ohnyquist

Top Replied-To in G10:
@tuttler14
@kendrickperkins
@clutchpointsapp
@rungoodrussell
@itz_david_blaq
@gabrizaino
@magra187
@nmzhoops
@andrew__boley
@mambadutch

Top Mentioned
Top Mentioned in Entire Graph:
@mitchzenger
@synctrics
@nfldraftscout
@bbc
@docrussjackson
@julie_kelly2
@meowmoonified
@globebobryan
@utd_analytics

Top Mentioned in G1:
@tsubtext
@emeraldwrote
@satyapr68386260
@northmarketer
@teamincus
@documentwrites
@parmardarshil07
@fnspromotions
@chcisolutions

Top Mentioned in G2:
@nfldraftscout

Top Mentioned in G3:
@bbc
@docrussjackson
@bbcquestiontime
@yorksbylines

Top Mentioned in G4:
@utd_analytics
@prime_lebron23
@utdfaithfuls
@utdwesleyy
@breezyutd
@h4jj_
@migueldelaney
@srxmufc
@kucing_gembil
@bayaosborn

Top Mentioned in G5:
@julie_kelly2

Top Mentioned in G6:
@glengilmore
@analytics_659
@nicochan33
@enilev
@khulood_almani
@frronconi
@shi4tech
@jimharris
@jblefevre60
@curieuxexplorer

Top Mentioned in G7:
@meowmoonified

Top Mentioned in G8:
@globebobryan
@da_gamblin
@timdahlberg
@talkinbaseball_

Top Mentioned in G9:
@jpolly22
@morning_skate
@jfreshhockey
@avs__fan__
@nfldraftscout
@thenyetminder
@ohnyquist
@nyrenthusiast
@watchmyreview

Top Mentioned in G10:
@swipacam
@jj_redick
@firsttake
@flybuc76ou
@craxkorde
@vinnymacc_
@thenbacentral
@kendrickperkins
@clutchpointsapp
@exhaustedbs

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@teamyoutube
@stephenoflyf
@chidambara09
@roblwilson
@gojira007x
@frontendla
@evankirstel
@rahul05ranjan
@mtrushmore2016

Top Tweeters in G1:
@suriyasubraman
@fnspromotions
@newschannelnine
@bwcdeals
@jesssfrankel
@vanalich
@cbs21news
@paultweetz2much
@corncobdipshit
@deuce1042

Top Tweeters in G2:
@juju_da_gamer
@antwanstaley
@treybizzy
@mikeydusse
@mcclain_on_nfl
@_upmost_
@romello_jordan
@alex_chatman
@nomad_blcksheep
@mrrager___

Top Tweeters in G3:
@roblwilson
@gracemurphy2
@dingabelle
@magapanthus
@ht4ecosocialism
@jackalsbynight
@knittedkittie
@cristinaprkr
@sandrahalifax
@maelysdervenn

Top Tweeters in G4:
@mervyn2518
@fiifigreene
@bb00504
@t1mbles
@ogbitchless
@migueldelaney
@faryfarhan
@smartdaviduf
@amosslashaz
@medrouq

Top Tweeters in G5:
@mtrushmore2016
@bikerbd
@eileendiana
@1artniece2
@ludicroushilar1
@mpls55418
@mckinleyfr
@winnawinna2016
@mayi40442936
@jbisright

Top Tweeters in G6:
@chidambara09
@evankirstel
@ssxman2
@gezgintrk
@ricardo_ik_ahau
@safetymentalst
@nicochan33
@trippbraden
@forbes
@rwang0

Top Tweeters in G7:
@moensfw
@gdtop23kevin
@itsdrakealright
@hackmannthestan
@rakishthief
@uryxmx
@heart_nuel
@gilanguage
@ojisanmuramasa
@datenkou

Top Tweeters in G8:
@filafresh
@stevejacksonva
@jsph1959
@tjamesindstate
@slice7
@cadadj
@rmojomojito1
@jflannez19
@adthawholesome1
@hoopsnbrews

Top Tweeters in G9:
@sportsfeedia
@tizbethtoo
@scottyhockey
@shvmvir
@andr3th3g1ant
@donna08530624
@nateweber13
@thunderbird838
@watchmyreview
@c_allocco

Top Tweeters in G10:
@icedud2x
@runitbackphilly
@espn
@clutchpointsapp
@kyze_skm
@medwardsbball
@bleachrmobradio
@brongotgame
@basketradamus
@overtime


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