People Analytics, Twitter, 8/19/2022 10:39:50 PM, 280374


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People Analytics_2022-08-19_13-57-52.xlsx
People Analytics_2022-08-19_13-57-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 19, 2022
Short Description:
People Analytics via NodeXL https://bit.ly/3QCwpLj
@ahmedoyelowo
@cloudpreacher
@dashboarddr
@ronald_vanloon
@cynthia_lardner
@fabriciosx
@pyquantnews
@love_siphomore
@datasciencebot_
@chidambara09

Top hashtags:
#machinelearning
#analytics
#datascience

Description:
Description
The graph represents a network of 5,202 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, 19 August 2022 at 21:02 UTC.

The requested start date was Friday, 19 August 2022 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, 49-minute period from Friday, 05 August 2022 at 00:01 UTC to Thursday, 18 August 2022 at 23:50 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 : 5202
Unique Edges : 3681
Edges With Duplicates : 4791
Total Edges : 8472
Number of Edge Types : 5
Replies to : 880
Retweet : 2075
MentionsInRetweet : 2767
Tweet : 1038
Mentions : 1712
Self-Loops : 1073
Reciprocated Vertex Pair Ratio : 0.0216405605935697
Reciprocated Edge Ratio : 0.0423643332660884
Connected Components : 1396
Single-Vertex Connected Components : 594
Maximum Vertices in a Connected Component : 783
Maximum Edges in a Connected Component : 2401
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.161811
Graph Density : 0.000183215291236174
Modularity : 0.60919
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,202 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, 19 August 2022 at 21:02 UTC.

The requested start date was Friday, 19 August 2022 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, 49-minute period from Friday, 05 August 2022 at 00:01 UTC to Thursday, 18 August 2022 at 23:50 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:
[12] https://www.patreon.com/SaraAnneWillette
[9] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-july-2022-david-green-/
[9] https://analytics.twitter.com/mob_idsync_click?slug=7oYIrrPEc2&idb=AAAAEIB8KMxRsLj-12U7vklswJqWbRiDboneCnj-7By8pndNMgXvaWlrWKDJngFUVVYQNNHMedsrLxG1n2Be4mMoM4r4OtK5kcY5FV3myXvR_hsbhbvSaobxSz5IzvlPqliyQ1yqRFgh-lsG83OrfZ7KmaX05Cjzg1otD7ZE_N7WXdNxOD_PS8o2iYAqhsUzfyB-a4hf79BcuxhFyKUKcnEodYGnIpWeerZF009llBzAYlqp-OeUOJ-ilNiPzmFEsSUfwt2OVNX7FrBw8AGGxwvoSQ&tailored_ads=true&ad_tracking=true
[6] https://www.townscript.com/e/online-training-on-hr-analytics-2022
[6] https://tweetedtimes.com/v/15277
[6] https://www.dell.com/en-us/perspectives/how-will-6g-transform-the-world/
[6] http://jobs.nwssp.wales.nhs.uk/job/UK/Cardiff/Cardiff/NHS_Wales_Shared_Services_Partnership/Human_Resources/Human_Resources-v4396548?ref=Twitter&set-locale=en-gb&_ts=1
[5] https://ai-jobs.net/job/26203-people-data-analytics-specialist/
[5] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fpeople%2FQ-Q-Analytics%2F100057313665571%2F
[5] -

Top URLs in Tweet in G1:
[12] https://www.patreon.com/SaraAnneWillette
[6] https://www.dell.com/en-us/perspectives/how-will-6g-transform-the-world/
[6] https://www.townscript.com/e/online-training-on-hr-analytics-2022
[5] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fpeople%2FQ-Q-Analytics%2F100057313665571%2F
[3] https://www.analyticsinsight.net/cybersecurity-job-demand-will-put-more-focus-on-underrepresented-people/?utm_source=dlvr.it&utm_medium=twitter
[3] https://rjempregos.net/category/noticias/
[3] https://www.predictivesuccess.com/blog/analytics-brings-success/
[3] https://typ-group.com/programa-people-analytics/
[2] https://www.organizationview.com/insights-articles/2022/6/16/four-ways-to-use-qualitative-data-in-people-analytics
[2] https://www.etsy.com/listing/912216631/seal-of-solomon-ring-stainless-steel?t=1659960370

Top URLs in Tweet in G2:
[6] https://tweetedtimes.com/v/15277
[5] https://ai-jobs.net/job/26203-people-data-analytics-specialist/
[4] https://www.analyticsinsight.net/how-is-artificial-intelligence-anticipating-peoples-behaviour-on-road/
[4] https://www.huuii.com/people/Monica/3861
[4] https://www.fastcompany.com/90775136/how-fake-data-is-making-a-real-difference-for-people-of-color?utm_content=buffer04507&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://techcrunch.com/2022/07/18/teaching-home-robots-to-learn-by-watching-people/
[3] https://www.forbes.com/sites/cognitiveworld/2021/08/28/how-the-united-states-army-is-leveraging-ai-interview-with-kristin-saling-chief-analytics-officer--acting-dir-army-people-analytics/?sh=57b62611cc34
[3] https://www.uktech.news/guest-posts/digital-skills-clinic-coding-training-20220804
[3] https://www.hrexchangenetwork.com/people-analytics/whitepapers/how-to-take-your-businesses-forward-with-people-analytics
[2] https://www.peoplehum.com/blog/peoplehums-hr-analytics-newsletter-august-2022?utm_source=socialmediablog-twitter&utm_medium=17th-august-morning&utm_campaign=socialmediablog-tw-17th-aug

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=saVH1l-D1NA


Top URLs in Tweet in G4:
[1] https://www.udemy.com/course/data-analytics-essentials-with-power-bi/?couponCode=AUGBATCH1
[1] https://twitter.com/jessica_xls/status/1557336394909028352
[1] https://www.analytics-365.com/

Top URLs in Tweet in G5:
[1] https://tweetedtimes.com/v/18465

Top URLs in Tweet in G9:
[1] https://www.dell.com/supportedbrowsers/download-browser-en.html

Top Domains
Top Domains in Tweet in Entire Graph:
[91] twitter.com
[51] linkedin.com
[38] forbes.com
[20] shp.so
[16] youtube.com
[12] patreon.com
[11] dy.si
[11] careerarc.com
[9] google.com
[9] medium.com

Top Domains in Tweet in G1:
[42] twitter.com
[20] shp.so
[17] linkedin.com
[12] patreon.com
[11] dy.si
[10] careerarc.com
[8] facebook.com
[7] forbes.com
[6] rjempregos.net
[6] dell.com

Top Domains in Tweet in G2:
[16] forbes.com
[7] tweetedtimes.com
[7] remotetechjobs.com
[6] innovative-people-analytics.com
[5] ai-jobs.net
[5] peoplehum.com
[4] techcrunch.com
[4] activ8intelligence.com
[4] analyticsinsight.net
[4] huuii.com

Top Domains in Tweet in G3:
[1] youtube.com

Top Domains in Tweet in G4:
[1] udemy.com
[1] twitter.com
[1] analytics-365.com

Top Domains in Tweet in G5:
[1] tweetedtimes.com

Top Domains in Tweet in G9:
[1] dell.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[324] machinelearning
[256] analytics
[238] datascience
[196] digitaltransformation
[194] python
[179] bigdata
[161] iot
[149] powerbi
[148] free
[132] ai



Top Hashtags in Tweet in G1:
[59] analytics
[28] hr
[26] data
[15] peopleanalytics
[15] ai
[13] bigdata
[11] people
[10] marketing
[9] insights2action
[9] hranalytics

Top Hashtags in Tweet in G2:
[315] machinelearning
[226] datascience
[187] python
[179] digitaltransformation
[150] iot
[147] bigdata
[108] analytics
[100] dataviz
[98] ai
[92] artificialintelligence

Top Hashtags in Tweet in G3:
[6] mufc
[4] glazersout
[2] glazersoutnow
[1] fulliv
[1] sirradcliffthered
[1] radclifffacecrowd
[1] glazerout
[1] sirjimratcliffein
[1] wewantridofyou
[1] emptyoldtrafford

Top Hashtags in Tweet in G4:
[143] free
[143] powerbi
[1] gold
[1] datascience
[1] python
[1] digitaltransformation
[1] machinelearning
[1] iot
[1] dataviz
[1] microsoftteams

Top Hashtags in Tweet in G6:
[1] writerslift

Top Hashtags in Tweet in G8:
[1] free
[1] powerbi

Top Hashtags in Tweet in G10:
[1] tuesdaythoughts
[1] travelbucketlist

Top Words
Top Words in Tweet in Entire Graph:
[3784] people
[2621] analytics
[786] data
[396] more
[324] #machinelearning
[318] think
[256] #analytics
[250] see
[249] competition
[238] #datascience

Top Words in Tweet in G1:
[699] people
[608] analytics
[216] data
[109] more
[64] see
[60] hr
[59] #analytics
[56] business
[48] know
[48] check

Top Words in Tweet in G2:
[595] people
[315] #machinelearning
[226] #datascience
[191] #python
[179] #digitaltransformation
[150] #iot
[147] #bigdata
[120] effective
[115] think
[114] highly

Top Words in Tweet in G3:
[148] people
[129] utd_analytics
[21] over
[17] good
[17] need
[16] before
[15] trying
[15] see
[15] team
[15] game

Top Words in Tweet in G4:
[196] people
[179] data
[152] first
[144] course
[143] here's
[143] august
[143] #free
[143] analyzing
[143] visualizing
[143] #powerbi

Top Words in Tweet in G5:
[246] competition
[128] analytics
[123] snytv
[123] alonso
[123] asked
[123] devaluing
[123] rbi
[123] totals
[123] run
[123] scoring

Top Words in Tweet in G6:
[239] people
[120] analytics
[120] reach
[119] pnnylnskywlkr
[119] recent
[119] show
[119] average
[119] 28
[119] each
[119] abysmal

Top Words in Tweet in G7:
[146] wl
[74] batabata_nft
[73] thenftkenny
[73] giveaway
[73] analytics
[73] trading
[73] tools
[73] works
[73] mobile
[73] tablet

Top Words in Tweet in G8:
[145] excel
[72] used
[72] analytics
[72] software
[72] last
[72] 37
[72] years
[72] resume
[72] longer
[72] enough

Top Words in Tweet in G9:
[8] analytics
[8] people
[5] archangelreuel
[4] truepg718
[4] stats
[3] rick__war
[3] _knicks1688
[3] eepdllc
[3] knickanators
[3] queens_dude

Top Words in Tweet in G10:
[2] mariasherow
[2] tanrob22
[2] markplant
[2] outsideinklav
[2] mirtaimperatori
[2] wanderingstarz1
[2] malekalby
[2] masao__tanaka
[2] mibileo
[2] ve

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[309] people,analytics
[226] data,analytics
[154] people,think
[152] 000,people
[148] here's,first
[148] first,august
[148] august,#free
[148] #free,course
[148] course,analyzing
[148] analyzing,visualizing

Top Word Pairs in Tweet in G1:
[98] people,analytics
[74] data,analytics
[29] google,analytics
[28] many,people
[28] analytics,people
[22] people,know
[22] ba,hons
[21] link,bio
[20] more,people
[20] data,driven

Top Word Pairs in Tweet in G2:
[113] habits,highly
[113] highly,effective
[113] effective,people
[113] #datascience,#python
[113] #python,#digitaltransformation
[112] people,#datascience
[112] people,think
[101] #machinelearning,#iot
[100] #digitaltransformation,#machinelearning
[100] #iot,#dataviz

Top Word Pairs in Tweet in G3:
[18] utd_analytics,people
[11] utdactive,utd_analytics
[10] utd_analytics,doing
[10] doing,last
[10] last,stand
[10] stand,friend
[10] friend,trying
[10] trying,pull
[10] pull,wool
[10] wool,over

Top Word Pairs in Tweet in G4:
[143] here's,first
[143] first,august
[143] august,#free
[143] #free,course
[143] course,analyzing
[143] analyzing,visualizing
[143] visualizing,data
[143] data,#powerbi
[143] #powerbi,1st
[143] 1st,000

Top Word Pairs in Tweet in G5:
[123] alonso,asked
[123] asked,analytics
[123] analytics,devaluing
[123] devaluing,rbi
[123] rbi,totals
[123] totals,run
[123] run,scoring
[123] scoring,competition
[123] competition,hit
[123] hit,competition

Top Word Pairs in Tweet in G6:
[119] recent,analytics
[119] analytics,show
[119] show,reach
[119] reach,average
[119] average,28
[119] 28,people
[119] people,each
[119] each,abysmal
[119] abysmal,looking
[119] looking,people

Top Word Pairs in Tweet in G7:
[73] wl,giveaway
[73] giveaway,analytics
[73] analytics,trading
[73] trading,tools
[73] tools,works
[73] works,mobile
[73] mobile,tablet
[73] tablet,lifetime
[73] lifetime,access
[73] access,5x

Top Word Pairs in Tweet in G8:
[72] used,analytics
[72] analytics,software
[72] software,last
[72] last,37
[72] 37,years
[72] years,excel
[72] excel,excel
[72] excel,resume
[72] resume,longer
[72] longer,enough

Top Word Pairs in Tweet in G9:
[3] chuck1one,yankeesknicks99
[3] tnmpodcast_,trace_avp
[3] trace_avp,rahmmagick
[3] rahmmagick,edmemphispimpin
[3] edmemphispimpin,statspeg
[3] statspeg,archangelreuel
[3] knickstape2005,angelbeingangel
[3] runs0nfumes,victorlb03
[3] victorlb03,donaldp47082631
[3] donaldp47082631,badbadleroybro7

Top Word Pairs in Tweet in G10:
[2] mariasherow,tanrob22
[2] tanrob22,markplant
[2] markplant,outsideinklav
[2] outsideinklav,mirtaimperatori
[2] mirtaimperatori,wanderingstarz1
[2] wanderingstarz1,malekalby
[2] malekalby,masao__tanaka
[2] masao__tanaka,mibileo
[2] ve,never

Top Replied-To
Top Replied-To in Entire Graph:
@utd_analytics
@nonso_analytics
@zg44_analytics
@pgr_analytics
@varro_analytics
@johns_analytics
@j_macgeever
@whu_analytics
@hackinghr
@notgaetti

Top Replied-To in G2:
@enilev
@labordeolivier
@ppl_ai
@alteryx

Top Replied-To in G3:
@utd_analytics
@r1medi
@casey_evans_
@saeedtv_
@ryanbrunt3
@_callumstone
@lyesbouzidi10
@lilclub_99
@whizz_21
@terryflewers

Top Replied-To in G4:
@nonso_analytics
@thlyonn
@cayodey
@jessica_xls

Top Replied-To in G5:
@snytv
@ihitcurves
@mikeycorrea
@bruggabravesfan

Top Replied-To in G6:
@pnnylnskywlkr

Top Replied-To in G9:
@rick__war
@_knicks1688
@cokebuttercheez
@playoffpbball
@knickshomer
@i95bully
@truepg718

Top Replied-To in G10:
@mariasherow

Top Mentioned
Top Mentioned in Entire Graph:
@ahmedoyelowo
@snytv
@pnnylnskywlkr
@cloudpreacher
@shahryar_sultan
@thenftkenny
@batabata_nft
@pyquantnews
@utd_analytics
@tobiaskintzel

Top Mentioned in G1:
@hsgrowthguy
@gypotech
@vyundina
@teamincus
@xovis_ag
@mustafaergisi
@bansisharma

Top Mentioned in G2:
@cloudpreacher
@shahryar_sultan
@tobiaskintzel
@ingliguori
@parvezshahshaik
@swisscognitive
@pdh_metaverse
@pascalsauvageus
@xbond49

Top Mentioned in G3:
@utd_analytics
@utdactive
@victoradefare
@utddistrict
@pierenaya
@manutd
@tonyfnd
@michaelttfw
@utdbrxy
@obynodegenius

Top Mentioned in G4:
@ahmedoyelowo
@jessica_xls
@amandinancy
@addy_xls
@nonso_analytics
@chimexdata
@10xdatabro
@hertechtrail
@phaibooboo
@thesqlbabe

Top Mentioned in G5:
@snytv
@7gtech
@playofftanaka_
@baseballdoesnt
@new12robert
@foreverfree1231
@genymets

Top Mentioned in G6:
@pnnylnskywlkr

Top Mentioned in G7:
@thenftkenny
@batabata_nft
@_thecabal

Top Mentioned in G8:
@pyquantnews
@ahmedoyelowo

Top Mentioned in G9:
@archangelreuel
@eepdllc
@knickanators
@queens_dude
@truepg718
@bmorelikestate
@mindny77
@godsonrel
@not47buddz
@woodshed_1914

Top Mentioned in G10:
@tanrob22
@markplant
@outsideinklav
@mirtaimperatori
@wanderingstarz1
@malekalby
@masao__tanaka
@mibileo
@tripletsfan19
@k15ae

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@sectest9
@only_rock_radio
@chidambara09
@teamyoutube
@xaelbot
@codedailybot
@raymond_norman
@cybersecurityn8
@blazedrts

Top Tweeters in G1:
@thedextazlab
@evanderburg
@m157q_news_rss
@suriyasubraman
@biconnections
@gilcividanes
@blokdykg
@rjempregos
@eu_remain_2017
@robertcaruso

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@javascriptd
@evankirstel
@fabriciosx
@rahul05ranjan
@codewithtwitchi

Top Tweeters in G3:
@lequipe
@eojaa_
@rotitsdaniel1
@sarfo15m
@bobmarley92286
@itshaber
@terryflewers
@fabianjohara
@matissearmani
@lyesbouzidi10

Top Tweeters in G4:
@mayor_cobblepot
@ajebutterthug
@bigmallyy
@seunbajo
@daddycocothecat
@sixfo_grp
@thetomiadedeji
@odunayo__a
@calliypgianmel1
@mojola0luwa

Top Tweeters in G5:
@ihitcurves
@daffi515
@beefareeno
@dagaustin2000
@01starblazer
@lk3185
@cdiaz1225
@bigeag44
@christinamets15
@snytv

Top Tweeters in G6:
@raymond_norman
@sachin55476477
@johnapp63499667
@hollowmanseries
@jesssfrankel
@adeyemoadekunl2
@sweetiepiegirl2
@twitrpartner
@rightbuzzradio
@davidlucero

Top Tweeters in G7:
@xanaxy4
@damigrapher
@mayor4pg
@kingkhutaa
@zeeydollarrrr0_
@wong9ja
@64_tayo
@oakedmaxx
@haaroold3
@barbarian_49

Top Tweeters in G8:
@itzzzwiz
@armenteros2001
@djyoossouph
@suryanlenka
@hahanikhan1992
@suvadro
@idreesoi
@immunityforever
@dps5400
@i_inspiratio

Top Tweeters in G9:
@eepdllc
@truepg718
@rick__war
@chuck1one
@jonheyman
@pastorcoach917
@utahjazz
@fahiminsurance
@freekeith
@trace_avp

Top Tweeters in G10:
@only_rock_radio
@menabster
@lorimoreno
@ramikantari
@thaar
@tripletsfan19
@wanderingstarz1
@dunaisiaka
@marshacollier
@soniakris13


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