People Analytics, Twitter, 2/3/2023 10:22:14 PM, 288466


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People Analytics_2023-02-03_13-57-52.xlsx
People Analytics_2023-02-03_13-57-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 03, 2023
Short Description:
People Analytics via NodeXL https://bit.ly/40rsLZM
@draseemmalhotra
@retsefl
@healthbyjames
@theblackfemini3
@doom37455413
@ptrumpfortx2020
@jz65patriot
@monyro5
@rancytamblin
@janice_staub

Top hashtags:
#hr
#analytics
#inspiration
#startups
#peopleanalytics
#hrtech

Description:
Description
The graph represents a network of 5,453 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 22:14 UTC.

The tweets in the network were tweeted over the 202-day, 11-hour, 36-minute period from Friday, 15 July 2022 at 13:18 UTC to Friday, 03 February 2023 at 00:55 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 : 5453
Unique Edges : 4418
Edges With Duplicates : 9715
Total Edges : 14133
Number of Edge Types : 9
Mentions : 376
Retweet : 4274
MentionsInRetweet : 7712
Tweet : 349
Replies to : 451
MentionsInReplyTo : 925
Quote : 30
MentionsInQuote : 12
MentionsInQuoteReply : 4
Self-Loops : 516
Reciprocated Vertex Pair Ratio : 0.0110509957407621
Reciprocated Edge Ratio : 0.0218604121598543
Connected Components : 509
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 3576
Maximum Edges in a Connected Component : 10469
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.351926
Graph Density : 0.000295427920767328
Modularity : 0.407914
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,453 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 22:14 UTC.

The tweets in the network were tweeted over the 202-day, 11-hour, 36-minute period from Friday, 15 July 2022 at 13:18 UTC to Friday, 03 February 2023 at 00:55 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:
[93] https://go.synctrics.com/synctrics
[11] https://www.ceo-analytics.com/
[11] https://app.powerbi.com/view?r=eyJrIjoiOTk1ZGQ1N2UtNzFkYS00ZjIwLWJhNzItM2Y3Y2E3ZTNhZThkIiwidCI6ImEzZDFlNzgxLWYyZTQtNDMwOC1hYWRhLWY5YjA4ODdjZTdkMyIsImMiOjN9
[10] https://www.thegatewaypundit.com/2023/01/renowned-mit-professor-drug-safety-analytics-specialist-calls-immediate-suspension-mrna-covid-vaccines/
[9] https://gettr.com/post/p26vl530a0c
[5] https://rumble.com/v27t54m-mit-professor-and-expert-on-drug-safety-analytics-calls-for-immediate-suspe.html
[5] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-january-2023-david-green-/
[4] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-january-2023-david-green-
[4] https://twitter.com/niamhmphelan/status/1621081381412421632/photo/1
[4] https://twitter.com/SolosAreAntis/status/1620281116266749952/photo/1

Top URLs in Tweet in G1:
[2] https://twitter.com/DrAseemMalhotra/status/1619943713874259974/video/1
[2] https://twitter.com/RetsefL/status/1619945525670981632
[1] https://twitter.com/healthbyjames/status/1620418365822205954
[1] https://twitter.com/JoeBell/status/1620020504450191360/video/1
[1] https://rumble.com/v27t54m-mit-professor-and-expert-on-drug-safety-analytics-calls-for-immediate-suspe.html

Top URLs in Tweet in G2:
[1] https://newprediction.com/data-analytics-portfolio-projects-writing/
[1] https://newprediction.com/free-data-analytics-portfolio-hosting/

Top URLs in Tweet in G3:
[11] https://www.ceo-analytics.com/
[11] https://app.powerbi.com/view?r=eyJrIjoiOTk1ZGQ1N2UtNzFkYS00ZjIwLWJhNzItM2Y3Y2E3ZTNhZThkIiwidCI6ImEzZDFlNzgxLWYyZTQtNDMwOC1hYWRhLWY5YjA4ODdjZTdkMyIsImMiOjN9
[8] https://www.thegatewaypundit.com/2023/01/renowned-mit-professor-drug-safety-analytics-specialist-calls-immediate-suspension-mrna-covid-vaccines/
[7] https://gettr.com/post/p26vl530a0c
[4] https://twitter.com/niamhmphelan/status/1621081381412421632/photo/1
[3] https://rumble.com/v27t54m-mit-professor-and-expert-on-drug-safety-analytics-calls-for-immediate-suspe.html
[3] https://www.coindesk.com/business/2023/02/02/blockchain-analytics-firm-chainalysis-to-cut-jobs-in-reorganization/?utm_medium=referral&utm_source=rss&utm_campaign=headlines
[2] https://twitter.com/QuantWolfLine/status/1620926463137701890/photo/1
[2] https://twitter.com/QuantWolfLine/status/1620928194663809024/photo/1
[2] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-january-2023-david-green-

Top URLs in Tweet in G4:
[1] https://twitter.com/AdoraNwodo/status/1620394657288192001/photo/1
[1] https://twitter.com/SpillionData/status/1620885917472022530

Top URLs in Tweet in G5:
[1] https://twitter.com/healthbyjames/status/1620037751776362496/video/1
[1] https://dailysceptic.org/2023/01/30/mit-expert-on-drug-safety-calls-for-immediate-withdrawal-of-mrna-vaccines-clearly-the-most-failing-medical-product-in-history-causing-unprecedented-harm/
[1] https://twitter.com/healthbyjames/status/1620418365822205954/photo/1
[1] https://twitter.com/Xx17965797N/status/1620102459992735745/video/1
[1] https://twitter.com/Xx17965797N/status/1620102119872401409/video/1
[1] https://twitter.com/Xx17965797N/status/1620102826218385409/video/1

Top URLs in Tweet in G7:
[1] https://twitter.com/enilev/status/1620855940756164609/photo/1
[1] https://www.forbes.com/sites/mattnovak/2023/02/02/why-wont-tiktok-let-people-unsubscribe-from-its-emails/
[1] https://www.forbes.com/sites/mattnovak/2023/01/31/25-elon-musk-impersonator-scams-on-social-media-people-actually-fell-for/
[1] https://www.structuralconcepts.com/new-at-nafem
[1] https://twitter.com/gigadgets_/status/1610296314759094273/video/1
[1] https://twitter.com/Egline_Samoei/status/1621063914136952832/photo/1
[1] https://twitter.com/Eli_Krumova/status/1560237751135510531/photo/1
[1] https://twitter.com/yu_angela/status/1344208817270255616

Top URLs in Tweet in G8:
[1] https://twitter.com/Theblackfemini3/status/1620708475553878017/video/1
[1] https://twitter.com/Gigi_Kaiser/status/1620704005524709378/video/1
[1] https://mitsloan.mit.edu/faculty/directory/retsef-levi

Top URLs in Tweet in G9:
[1] https://twitter.com/Newsfilter2/status/1620325668298047491/video/1
[1] https://twitter.com/AnitaTr47909916/status/1620429844084568064/video/1
[1] https://twitter.com/PTRUMPFORTX2020/status/1620355090224914434/video/1

Top URLs in Tweet in G10:
[1] https://twitter.com/saveRBWofficial/status/1620841040113700864/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[348] twitter.com
[93] synctrics.com
[29] dy.si
[20] linkedin.com
[11] ceo-analytics.com
[11] powerbi.com
[10] thegatewaypundit.com
[9] gettr.com
[6] rumble.com
[6] coindesk.com

Top Domains in Tweet in G1:
[6] twitter.com
[1] rumble.com

Top Domains in Tweet in G2:
[2] newprediction.com

Top Domains in Tweet in G3:
[78] twitter.com
[25] dy.si
[11] ceo-analytics.com
[11] powerbi.com
[8] linkedin.com
[8] thegatewaypundit.com
[7] gettr.com
[6] coindesk.com
[4] rumble.com
[4] co.uk

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[5] twitter.com
[1] dailysceptic.org

Top Domains in Tweet in G7:
[5] twitter.com
[2] forbes.com
[1] structuralconcepts.com

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

Top Domains in Tweet in G9:
[3] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[57] hr
[56] analytics
[55] inspiration
[54] startups
[52] peopleanalytics
[49] hrtech
[45] futureofwork
[43] motivation
[42] community
[41] culture



Top Hashtags in Tweet in G1:
[1] vaccinedeath
[1] vaccinesideeffects

Top Hashtags in Tweet in G3:
[25] capitalh
[25] analytics
[18] podcast
[9] data
[8] decisions
[8] choice
[4] ai
[3] crypto
[3] bigdata
[3] people

Top Hashtags in Tweet in G4:
[1] dataanalytics
[1] dataengineering
[1] datafam

Top Hashtags in Tweet in G7:
[5] ai
[4] ml
[4] datascience
[4] bigdata
[4] analytics
[3] tech
[2] retailtech
[2] artificialintelligence
[2] machinelearning
[2] blockchain

Top Hashtags in Tweet in G9:
[24] mrna
[24] vaccines
[1] stoptheshotsnow
[1] vaccinedeaths
[1] diedsuddenlynews
[1] suddendeaths

Top Words
Top Words in Tweet in Entire Graph:
[4660] analytics
[3564] expert
[3555] immediate
[3538] safety
[3535] calls
[3530] drug
[3420] breaking
[3412] covid
[3389] suspension
[3373] prof

Top Words in Tweet in G1:
[3279] analytics
[3278] covid
[3277] retsefl
[3277] expert
[3276] safety
[3276] drug
[3274] calls
[3274] immediate
[3273] suspension
[3267] prof

Top Words in Tweet in G2:
[267] people
[267] data
[267] problem
[265] freelancing
[265] way
[265] analytics
[265] high
[265] work
[265] great
[265] anywhere

Top Words in Tweet in G3:
[259] people
[224] analytics
[46] data
[35] more
[33] deloitte
[29] find
[27] one
[26] know
[26] series
[25] make

Top Words in Tweet in G4:
[218] masterclass
[115] people
[112] data
[106] good
[106] feb
[106] 2023
[106] the_bwpw
[106] science
[106] led
[106] 18th

Top Words in Tweet in G5:
[142] breaking
[142] expert
[142] safety
[142] drug
[141] analytics
[141] immediate
[141] calls
[132] professor
[132] levi
[132] retsef

Top Words in Tweet in G6:
[120] tech
[119] need
[119] people
[119] think
[119] etc
[119] meta
[119] apple
[119] google
[119] job
[119] work

Top Words in Tweet in G7:
[13] people
[10] betamoroney
[9] linkedin
[8] analytics_659
[8] nicochan33
[8] enilev
[7] bimedotcom
[5] sallyeaves
[5] curieuxexplorer
[5] twitter

Top Words in Tweet in G8:
[17] drug
[17] safety
[15] analytics
[15] expert
[15] prof
[15] eminent
[15] immediate
[15] covid
[15] calls
[15] suspension

Top Words in Tweet in G9:
[62] analytics
[62] immediate
[62] expert
[62] safety
[62] drug
[62] calls
[61] prof
[61] covid
[61] suspension
[59] levi

Top Words in Tweet in G10:
[28] shows
[28] demand
[28] raised
[28] wolves
[27] 90
[27] worldwide
[27] tv
[27] days
[27] popular
[27] analytics

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3529] drug,safety
[3526] safety,analytics
[3526] expert,drug
[3525] calls,immediate
[3389] immediate,suspension
[3385] suspension,covid
[3372] prof,expert
[3320] eminent,prof
[3276] analytics,retsefl
[3274] retsefl,calls

Top Word Pairs in Tweet in G1:
[3276] drug,safety
[3276] expert,drug
[3276] safety,analytics
[3274] calls,immediate
[3273] suspension,covid
[3273] immediate,suspension
[3267] prof,expert
[3256] analytics,retsefl
[3254] retsefl,calls
[3242] eminent,prof

Top Word Pairs in Tweet in G2:
[265] earn,high
[265] anywhere,problem
[265] problem,people
[265] great,way
[265] work,anywhere
[265] way,earn
[265] data,analytics
[265] high,salary
[265] analytics,freelancing
[265] salary,work

Top Word Pairs in Tweet in G3:
[76] people,analytics
[23] young,people
[18] #podcast,series
[18] #capitalh,#podcast
[17] series,people
[17] deloitte,#capitalh
[15] mrna,vaccines
[13] calls,immediate
[13] 50,people
[12] 40,50

Top Word Pairs in Tweet in G4:
[106] 18th,25th
[106] data,science
[106] 2023,masterclass
[106] masterclass,led
[106] feb,18th
[106] people,the_bwpw
[106] masterclass,feb
[106] good,people
[106] 25th,2023
[106] the_bwpw,organising

Top Word Pairs in Tweet in G5:
[142] drug,safety
[141] calls,immediate
[141] expert,drug
[141] safety,analytics
[132] analytics,cambridge
[132] professor,retsef
[132] ma,calls
[132] immediate,end
[132] retsef,levi
[132] breaking,professor

Top Word Pairs in Tweet in G6:
[119] think,need
[119] apple,etc
[119] job,those
[119] etc,tech
[119] google,apple
[119] people,think
[119] work,meta
[119] need,work
[119] tech,job
[119] those,impossible

Top Word Pairs in Tweet in G7:
[4] labordeolivier,nicochan33
[4] unfoldlabs,curieuxexplorer
[4] techxplore_com,betamoroney
[4] smaksked,bimedotcom
[4] bulbi59,shi4tech
[4] curieuxexplorer,abhishek__ai
[4] shi4tech,enilev
[4] abhishek__ai,analytics_659
[4] enilev,smaksked
[4] analytics_659,bulbi59

Top Word Pairs in Tweet in G8:
[17] drug,safety
[15] suspension,covid
[15] expert,drug
[15] immediate,suspension
[15] calls,immediate
[15] eminent,prof
[15] prof,expert
[15] safety,analytics
[14] retsef,levi
[14] levi,calls

Top Word Pairs in Tweet in G9:
[62] drug,safety
[62] calls,immediate
[62] expert,drug
[62] safety,analytics
[61] immediate,suspension
[61] prof,expert
[61] suspension,covid
[59] retsef,levi
[58] levi,calls
[39] analytics,retsef

Top Word Pairs in Tweet in G10:
[28] raised,wolves
[27] 90,days
[27] parrot,analytics
[27] last,90
[27] wolves,popular
[27] shows,worldwide
[27] analytics,demand
[27] demand,tv
[27] tv,shows
[27] days,raised

Top Replied-To
Top Replied-To in Entire Graph:
@utd_analytics
@shaun_analytics
@ico_analytics
@elonmusk
@mahuamoitra
@coreytreverson_
@buccigross
@estelamandela
@tobiaskintzel
@lucasjhann

Top Replied-To in G1:
@rycunni
@ayannapressley
@retsefl
@mohawkrises

Top Replied-To in G4:
@spilliondata

Top Replied-To in G7:
@estelamandela
@tobiaskintzel
@enilev
@retailinstant
@linkedin
@binno_james

Top Replied-To in G8:
@scary7dr
@rancytamblin

Top Mentioned
Top Mentioned in Entire Graph:
@retsefl
@draseemmalhotra
@newprediction
@lifeofzic
@healthbyjames
@the_bwpw
@adoranwodo
@mitchzenger
@synctrics
@saverbwofficial

Top Mentioned in G1:
@retsefl
@draseemmalhotra
@rycunni
@sherryh33348957
@drfranklipman
@joebell
@elonmusk
@healthbyjames
@wookieeleaks

Top Mentioned in G2:
@newprediction

Top Mentioned in G3:
@1inamilliion
@dogsthorpeinf
@satyapr68386260
@laura_rike
@hollywoodheir
@rogeryo28248895

Top Mentioned in G4:
@the_bwpw
@adoranwodo
@spilliondata
@c_renzo29
@newprediction
@fplc0bb
@neilrankinza
@chrisnhlanhla
@mistaht33
@doh_bams

Top Mentioned in G5:
@healthbyjames
@xx17965797n
@draseemmalhotra
@retsefl

Top Mentioned in G6:
@lifeofzic

Top Mentioned in G7:
@betamoroney
@nicochan33
@analytics_659
@bimedotcom
@enilev
@curieuxexplorer
@sallyeaves
@linkedin
@techxplore_com
@labordeolivier

Top Mentioned in G8:
@theblackfemini3
@draseemmalhotra
@gigi_kaiser
@ryanbeed
@maureenstroud
@scottstocker4
@pouldeau61
@jimeeliberty
@aspalaasnasntyr
@richykirsh

Top Mentioned in G9:
@ptrumpfortx2020
@janice_staub
@anitatr47909916
@draseemmalhotra
@retsefl
@healthbyjames
@vidmaxmedia

Top Mentioned in G10:
@saverbwofficial

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@teamyoutube
@souljahsingh
@chidambara09
@billm9
@evankirstel
@housecracka
@rahul05ranjan
@footyaccums
@drdaveanddee

Top Tweeters in G1:
@souljahsingh
@billm9
@drdaveanddee
@sustain05
@silveira2906
@yvespdb
@pppatticake
@cherrybaysb
@4est2j
@kheatherbrown

Top Tweeters in G2:
@tijanihabeeb
@tobhar4arsenal
@chockid
@_sadboygab
@emmynoja_
@jackgyeombeom
@yussuftosin1
@raefdd
@danyphonia
@franco3x

Top Tweeters in G3:
@webnowcompany
@biconnections
@jesssfrankel
@roy_cam
@alex_micati
@zobjobsca
@altrinchamhq
@tuko_co_ke
@itpfed
@rssbit

Top Tweeters in G4:
@bubee_o
@_the_glover
@wairimuwraps
@emekaaa_
@sirseriki
@empressdaisy_
@ndudirichinaza1
@oluomachiii
@franksdonald
@darkskeen14

Top Tweeters in G5:
@housecracka
@mutalabala
@tnakom
@keithcross9214
@noeasybrushoff
@cdekeane
@jennifernotl
@jamesma50910080
@tk_golf_buys
@mkkirkpat

Top Tweeters in G6:
@mister_ade5
@emampam
@purelymide
@capt__rizzy
@vhic_tore
@duah_desmond
@iam49beatz_
@damitheog_
@tommy_viccetti
@fineboytunde_

Top Tweeters in G7:
@chidambara09
@evankirstel
@ssxman2
@nicochan33
@trippbraden
@shi4tech
@simonlporter
@rldi_lamy
@linkedinhelp
@spirosmargaris

Top Tweeters in G8:
@doritmi
@monstercoyliar
@mcfunny
@angryfleas
@wendyorent
@pawley_robert
@andrewlazarus4
@skepticalmutant
@tonybaduy
@scottstocker4

Top Tweeters in G9:
@autumnalbaby
@imchaffie
@dianestraley
@elainecoulson58
@carldevitt
@wtf_1234567890a
@deinhardttimea
@lynnmissflynn
@l0s4
@johneclark11

Top Tweeters in G10:
@iceygyety
@dangeratx
@lovelyandyuk
@peeknuckle
@brunofolli
@cosmicron2
@hachepunto
@darrylt11
@saverbwofficial
@battlehateharm


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