People Analytics, Twitter, 10/8/2021 9:58:04 PM, 264109


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People Analytics_2021-10-08_14-27-33.xlsx
People Analytics_2021-10-08_14-27-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 08, 2021
Short Description:
People Analytics via NodeXL https://bit.ly/3ajjCKf
@harvardbiz
@corix_jc
@ume_kyd
@codewithtwitchi
@khulood_almani
@r_demidchuk
@_funbot
@gp_pulipaka
@chidambara09
@bristowcolin

Top hashtags:
#peopleanalytics
#analytics
#ai
#bigdata
#data
#hrtech
#goals
#goalvana

Description:
Description
The graph represents a network of 5,469 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, 08 October 2021 at 21:44 UTC.

The requested start date was Friday, 08 October 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, 53-minute period from Friday, 24 September 2021 at 00:03 UTC to Thursday, 07 October 2021 at 23:56 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 : 5469
Unique Edges : 3938
Edges With Duplicates : 5646
Total Edges : 9584
Number of Edge Types : 5
Replies to : 1016
Mentions : 2428
Retweet : 2064
MentionsInRetweet : 2868
Tweet : 1208
Self-Loops : 1256
Reciprocated Vertex Pair Ratio : 0.0254940711462451
Reciprocated Edge Ratio : 0.0497205627288495
Connected Components : 1675
Single-Vertex Connected Components : 720
Maximum Vertices in a Connected Component : 770
Maximum Edges in a Connected Component : 2927
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.585762
Graph Density : 0.000173519082016173
Modularity : 0.566404
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,469 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, 08 October 2021 at 21:44 UTC.

The requested start date was Friday, 08 October 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, 53-minute period from Friday, 24 September 2021 at 00:03 UTC to Thursday, 07 October 2021 at 23:56 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:
[305] https://go.synctrics.com/synctrics
[26] 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
[18] https://www.forbes.com/sites/forbestechcouncil/2020/06/10/the-role-of-ai-and-people-analytics-in-developing-the-leaders-of-tomorrow/#51a9f92af94e
[17] https://go.synctrics.com/mitchzenger
[13] https://www.datanami.com/2020/01/30/the-secret-to-data-and-analytics-success-ispeople/
[12] https://www.forbes.com/sites/forbestechcouncil/2020/06/10/the-role-of-ai-and-people-analytics-in-developing-the-leaders-of-tomorrow/?sh=21501836f94e
[10] https://www.jadirectives.com/best-business-intelligence-certification-online/#13_People_Analytics
[9] https://usatopservices.com/product/buy-google-reviews/
[9] https://www.oecd-forum.org/posts/put-the-public-back-in-tech-policy
[7] https://www.myhrfuture.com/blog/2021/9/30/the-role-of-people-analytics-in-employee-experience

Top URLs in Tweet in G1:
[5] 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://profiletree.com/10-common-mistakes-people-make-when-setting-up-google-analytics/?ref=quuu
[4] https://www.bai.org/banking-strategies/article-detail/using-hard-data-for-the-softer-side-of-banking/?utm_medium=social&utm_source=twitter&utm_campaign=banking_strategies&utm_content=092421
[4] https://www.kronos.com/blogs/working-smarter-cafe/2021-9/reporting-duty-people-analytics-features-make-your-data-sharing-easier?ux=ukg
[3] https://people.best/
[3] https://people.best/solving-global-grand-challenges-with-high-performance-data-analytics-david-bader-tedxnjit.html
[3] https://www.visier.com/clarity/top-25-hr-leaders-to-watch-in-2022/
[3] https://www.forbes.com/sites/theyec/2021/10/05/people-keep-marketing-analytics-real/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.forbes.com/sites/theyec/2021/10/05/people-keep-marketing-analytics-real/
[2] https://www.socialmediaexaminer.com/how-to-create-facebook-in-stream-ads-people-will-watch/

Top URLs in Tweet in G2:
[3] https://www.insurancebusinessmag.com/ca/news/breaking-news/embedded-insurance-the-trend-that-people-are-constantly-talking-about-310843.aspx?utm_content=buffer2d6cb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.visualcapitalist.com/top-10-richest-people-worldwide-2021
[1] https://neurosciencenews.com/aneurysm-risk-19401/
[1] https://www.jadirectives.com/best-business-intelligence-certification-online/#13_People_Analytics
[1] https://bit.ly/3mkKsHk?utm_source=edhec_bschool&utm_medium=twitter&utm_term=da56e391-2113-4f73-8570-3a5e9262c5f3&utm_content=&utm_campaign=
[1] 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
[1] https://twitter.com/gerald_bader/status/1445097604321316870
[1] https://techncruncher.blogspot.com/2021/09/instagram-changes-close-friends-to.html
[1] https://venturebeat.com/2021/10/04/report-cyberattacks-are-getting-worse-but-most-people-arent-taking-basic-security-steps/
[1] https://bit.ly/2WsfG6y

Top URLs in Tweet in G3:
[9] https://www.jadirectives.com/best-business-intelligence-certification-online/#13_People_Analytics
[9] https://usatopservices.com/product/buy-google-reviews/
[9] https://www.oecd-forum.org/posts/put-the-public-back-in-tech-policy
[6] https://chainge.app/
[4] https://www.postonline.co.uk/people/7884001/mclarens-creates-head-of-data-and-analytics-role
[3] https://www.intersystems.com/data-excellence-blog/adaptive-analytics-and-frontline-decision-makers/
[2] https://www.forbes.com/sites/theyec/2021/10/05/people-keep-marketing-analytics-real/
[2] https://www.euronews.com/green/2021/06/30/could-artificial-intelligence-stop-840-million-people-from-going-hungry-by-2030
[2] https://www.insurancejournal.com/news/international/2021/09/22/633273.htm
[1] https://www.boozallen.com/

Top URLs in Tweet in G4:
[1] https://twitter.com/UDintellegence/status/1442162769164374016
[1] https://twitter.com/MUFCScoop/status/1445411837290418182
[1] https://twitter.com/Utd_Analytics/status/1444298812969865216

Top URLs in Tweet in G5:
[1] https://www.techdogs.com/page/resource-details/td-articles/curtain-raisers/10-minute-guide-to-workforce-analytics-software?resource_id=108

Top URLs in Tweet in G6:
[1] http://www.datasciencecentral.com/xn/detail/6448529:BlogPost:1071226
[1] http://ifttt.com/images/no_image_card.png

Top URLs in Tweet in G8:
[20] 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
[7] https://www.myhrfuture.com/blog/2021/9/30/the-role-of-people-analytics-in-employee-experience
[4] https://www.myhrfuture.com/blog/2021/8/29/what-is-the-optimum-people-analytics-team-size
[3] https://www.myhrfuture.com/blog/2021/8/29/two-key-elements-for-ethical-people-analytics
[2] https://www.myhrfuture.com/blog/2021/9/20/six-reasons-people-analytics-functions-and-leaders-fail
[2] https://www.forbes.com/sites/sap/2021/09/09/three-simple-tips-to-turn-your-people-data-into-an-effective-workforce-analytics-strategy/?sh=63e44aa72f64
[2] https://www.networkperspective.io/post/4-pillars-of-ethics-trust-in-big-data-people-analytics
[2] https://www.hrzone.com/perform/people/people-analytics-will-graph-technology-revolutionise-hr#.YTd-nJdRN38.twitter
[1] https://www.koganpage.com/product/introduction-to-people-analytics-9781789661804
[1] https://www-myhrfuture-com.cdn.ampproject.org/c/s/www.myhrfuture.com/blog/2021/3/17/four-considerations-for-the-future-of-people-analytics?format=amp

Top URLs in Tweet in G9:
[1] https://twitter.com/hypervisible/status/1444109141136625666

Top URLs in Tweet in G10:
[1] https://player.captivate.fm/episode/4ab81406-4582-4074-a55e-09636c546f0c

Top Domains
Top Domains in Tweet in Entire Graph:
[322] synctrics.com
[163] twitter.com
[61] linkedin.com
[58] forbes.com
[32] hbr.org
[30] co.uk
[20] hcmtechnologyreport.com
[19] dy.si
[18] myhrfuture.com
[18] youtube.com

Top Domains in Tweet in G1:
[65] twitter.com
[38] linkedin.com
[20] hcmtechnologyreport.com
[16] careerarc.com
[13] forbes.com
[10] hbr.org
[9] esgtoday.com
[9] advisorstream.com
[7] youtube.com
[7] co.uk

Top Domains in Tweet in G2:
[3] insurancebusinessmag.com
[2] bit.ly
[2] visualcapitalist.com
[1] neurosciencenews.com
[1] jadirectives.com
[1] hbr.org
[1] twitter.com
[1] blogspot.com
[1] venturebeat.com
[1] bbntimes.com

Top Domains in Tweet in G3:
[9] jadirectives.com
[9] usatopservices.com
[9] oecd-forum.org
[6] chainge.app
[4] co.uk
[3] forbes.com
[3] insurancejournal.com
[3] intersystems.com
[2] boozallen.com
[2] bah.com

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

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

Top Domains in Tweet in G6:
[1] datasciencecentral.com
[1] ifttt.com

Top Domains in Tweet in G8:
[21] hbr.org
[18] myhrfuture.com
[5] unleashgroup.io
[5] linkedin.com
[3] hrzone.com
[2] forbes.com
[2] networkperspective.io
[1] koganpage.com
[1] ampproject.org
[1] analyticsinhr.com

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

Top Domains in Tweet in G10:
[1] captivate.fm

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[301] peopleanalytics
[283] analytics
[230] ai
[183] bigdata
[177] data
[175] hrtech
[170] goals
[156] goalvana
[156] machinelearning
[137] reputation



Top Hashtags in Tweet in G1:
[52] analytics
[45] peopleanalytics
[22] hr
[18] data
[13] marketing
[11] hrtech
[10] socialmedia
[10] googleads
[10] facebookads
[9] dataanalytics

Top Hashtags in Tweet in G2:
[52] ai
[42] iot
[40] drones
[25] vital
[25] link
[25] risk
[25] aneurysms
[25] neuroscience
[20] mentalhealth
[11] bigdata

Top Hashtags in Tweet in G3:
[158] bigdata
[141] machinelearning
[122] ai
[106] digitaltransformation
[78] analytics
[69] datascience
[63] cybersecurity
[62] 100daysofcode
[60] 5g
[54] iot

Top Hashtags in Tweet in G4:
[3] mufc
[1] arstot
[1] munavl
[1] oleout

Top Hashtags in Tweet in G5:
[1] populationhealth
[1] worldheartday
[1] techdogs
[1] tdarticlealert
[1] workforce
[1] workforceanalytics
[1] employeemanagement

Top Hashtags in Tweet in G6:
[122] datastorytelling
[122] data
[4] analytics
[4] bigdata
[3] datascience
[1] dataanalytics
[1] regtech
[1] fund
[1] distributors
[1] data4good

Top Hashtags in Tweet in G7:
[1] adamasalı

Top Hashtags in Tweet in G8:
[36] peopleanalytics
[32] hr
[13] hranalytics
[13] hcm
[12] hrm
[12] smarterhr
[6] futureofwork
[5] ethics
[5] hrtech
[4] unleash

Top Hashtags in Tweet in G10:
[63] analytics
[1] blackhawks
[1] nhl

Top Words
Top Words in Tweet in Entire Graph:
[4541] people
[3407] analytics
[982] data
[506] need
[478] more
[390] use
[333] help
[323] mitchzenger
[309] synctrics
[302] #data

Top Words in Tweet in G1:
[802] people
[755] analytics
[187] data
[98] more
[94] know
[76] see
[70] hr
[59] apply
[53] look
[52] #analytics

Top Words in Tweet in G2:
[142] people
[62] sebbourguignon
[60] labordeolivier
[56] analytics_699
[55] enilev
[54] enricomolinari
[52] #ai
[42] ianljones98
[42] planet
[42] #iot

Top Words in Tweet in G3:
[275] people
[158] #bigdata
[141] #machinelearning
[122] #ai
[106] #digitaltransformation
[106] process
[105] technology
[97] components
[95] r_demidchuk
[86] #artificialintelligen

Top Words in Tweet in G4:
[145] people
[113] utd_analytics
[40] ole
[23] think
[19] good
[17] man
[15] mrstephenhowson
[14] united
[14] see
[13] need

Top Words in Tweet in G5:
[139] analytics
[139] help
[126] data
[126] people
[125] understand
[125] root
[125] causes
[125] diseases
[125] identify
[125] risk

Top Words in Tweet in G6:
[242] #data
[126] people
[122] ume_kyd
[122] find
[122] skyline
[122] live
[122] value
[122] invisible
[122] #datastorytelling
[122] contain

Top Words in Tweet in G7:
[146] adba
[74] write
[74] tweets
[74] turkish
[73] fandom
[73] months
[73] ago
[73] big
[73] asked
[73] analytics

Top Words in Tweet in G8:
[66] analytics
[60] people
[33] #peopleanalytics
[32] #hr
[24] leaders
[23] david_green_uk
[23] harvardbiz
[21] hr
[20] tell
[20] managing

Top Words in Tweet in G9:
[118] people
[51] having
[51] children
[51] taken
[51] unaccountable
[51] algorithms
[51] exactly
[50] bradpwyble
[49] worrie
[16] consumer

Top Words in Tweet in G10:
[66] people
[63] #analytics
[63] controversial
[63] swear
[63] others
[63] much
[63] interview
[63] jfresh
[62] mikepre57
[62] tell

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[850] people,analytics
[319] data,analytics
[306] mitchzenger,synctrics
[245] analytics,people
[194] analytics,data
[185] analytics,help
[162] many,people
[150] identify,people
[134] people,risk
[128] people,live

Top Word Pairs in Tweet in G1:
[148] people,analytics
[66] data,analytics
[35] people,know
[35] analytics,people
[32] analytics,platform
[30] many,people
[28] shares,latest
[28] latest,dei
[28] dei,benchmarks
[28] benchmarks,feature

Top Word Pairs in Tweet in G2:
[42] people,planet
[40] ways,#drones
[40] #drones,being
[40] being,used
[40] used,save
[40] save,people
[40] planet,#ai
[40] #ai,#iot
[40] #iot,ty
[40] ty,wef

Top Word Pairs in Tweet in G3:
[105] #digitaltransformation,people
[100] #machinelearning,#bigdata
[99] people,technology
[99] technology,process
[97] components,#digitaltransformation
[91] process,#machinelearning
[86] r_demidchuk,components
[86] #bigdata,#artificialintelligen
[52] #bigdata,#analytics
[51] #career,#cybersecurity

Top Word Pairs in Tweet in G4:
[13] utd_analytics,people
[6] utd_analytics,mrstephenhowson
[6] man,utd
[5] people,need
[5] sir,alex
[5] people,saying
[5] people,think
[4] people,make
[4] utd_analytics,exactly
[4] people,criticising

Top Word Pairs in Tweet in G5:
[125] data,analytics
[125] analytics,help
[125] help,understand
[125] understand,root
[125] root,causes
[125] causes,diseases
[125] diseases,identify
[125] identify,people
[125] people,risk
[125] risk,reimagine

Top Word Pairs in Tweet in G6:
[122] find,skyline
[122] skyline,people
[122] people,live
[122] value,invisible
[122] invisible,#datastorytelling
[122] #datastorytelling,#data
[122] #data,contain
[122] contain,different
[122] different,stories
[121] ume_kyd,find

Top Word Pairs in Tweet in G7:
[73] fandom,months
[73] months,ago
[73] ago,big
[73] big,asked
[73] asked,write
[73] write,tweets
[73] tweets,turkish
[73] turkish,adba
[73] adba,analytics
[73] analytics,adba

Top Word Pairs in Tweet in G8:
[53] people,analytics
[20] analytics,tell
[20] tell,leaders
[20] leaders,managing
[20] managing,organizational
[20] organizational,transformations
[19] harvardbiz,people
[14] perhaps,strongest
[14] strongest,collection
[14] collection,best

Top Word Pairs in Tweet in G9:
[51] people,having
[51] having,children
[51] children,taken
[51] taken,unaccountable
[51] unaccountable,algorithms
[51] algorithms,exactly
[51] exactly,people
[50] bradpwyble,people
[49] people,worrie
[16] consumer,prosumer

Top Word Pairs in Tweet in G10:
[63] #analytics,controversial
[63] controversial,people
[63] people,swear
[63] swear,others
[63] others,much
[63] much,interview
[63] interview,jfresh
[62] mikepre57,#analytics
[62] jfresh,tell
[3] david,culley

Top Replied-To
Top Replied-To in Entire Graph:
@utd_analytics
@enilev
@johns_analytics
@matthew_barlowe
@benbbaldwin
@angryscoutvet
@realmichaelkay
@varro_analytics
@bitcoinmagazine
@sasforums

Top Replied-To in G2:
@enilev
@jeancayeux
@bimedotcom
@pawlowskimario
@labordeolivier
@khulood_almani
@shi4tech
@analytics_699
@gerald_bader
@betamoroney

Top Replied-To in G4:
@utd_analytics
@mrstephenhowson
@jpsalford
@alexduggan20
@donchytil2dot0
@utddavemcr
@mudasse39244997
@unitedfillip
@angrymanbirdapp
@craigrleroux

Top Replied-To in G8:
@experian

Top Mentioned
Top Mentioned in Entire Graph:
@mitchzenger
@synctrics
@ume_kyd
@novartisfdn
@r_demidchuk
@yagmur_poyhaz
@sebbourguignon
@mikepre57
@boozallen
@analytics_699

Top Mentioned in G1:
@pbrigmanhr
@alleywatch
@cpamichaelsmith
@georgewrighster
@bridgei2i
@elemanalytics
@noelcocca
@agencycecil
@learnfunnels
@boostinnovation

Top Mentioned in G2:
@sebbourguignon
@labordeolivier
@analytics_699
@enricomolinari
@enilev
@ianljones98
@wef
@tewo
@andi_staub
@gerald_bader

Top Mentioned in G3:
@r_demidchuk
@boozallen
@ai_miami
@gp_pulipaka
@durgapalseema
@flyspaceships
@siriouslysusan
@strat_ai
@sonu_monika
@ja_promotion

Top Mentioned in G4:
@utd_analytics
@mrstephenhowson
@mudasse39244997
@markgoldbridge
@manutdpercepti1
@alexduggan20
@plsexplainibeg
@unitedhkj
@utdcode
@cristiano

Top Mentioned in G5:
@novartisfdn
@techdogs_inc
@worldheartfed

Top Mentioned in G6:
@ume_kyd
@dataclaudius
@r_demidchuk

Top Mentioned in G7:
@yagmur_poyhaz

Top Mentioned in G8:
@david_green_uk
@harvardbiz
@myhrfuture
@carolinestyr
@hrcurator
@ollybritnell
@experian
@hrzone
@jaferrar
@chcisolutions

Top Mentioned in G9:
@bradpwyble
@scottbelsky

Top Mentioned in G10:
@mikepre57
@riversmccown

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@sectest9
@oldlady12345
@cybersec_feeds
@eworkde
@chidambara09
@teamyoutube
@xaelbot
@harrypetsanis
@thedeveloperbot

Top Tweeters in G1:
@eworkde
@stonefree63
@suriyasubraman
@jamesvgingerich
@ronmc1
@_illionaire
@thesarahkelly
@barackomamba
@ashgotthis
@bluebay700

Top Tweeters in G2:
@nicochan33
@akwyz
@shi4tech
@rwang0
@pythonexpertbot
@lkafle
@lesguer_lionel
@rldi_lamy
@kuriharan
@mdrechsler

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@thedeveloperbot
@cybersecurityn8
@ipythonistabot
@discovertech3
@morolswediu
@coder_487

Top Tweeters in G4:
@mufc4thefans
@kfcbarstool
@merlinunited
@wholelottalyes
@sir_magambo
@themoz_m
@manutd
@calidreamin213
@mrstephenhowson
@vintage_utd

Top Tweeters in G5:
@manojreddiee
@kwame_agyei
@das_sharu
@jugalkhetan
@conchaeplatano_
@evanor09
@sharu_das
@eldokshe
@wyatojb5qpvbfa3
@shabhuss77

Top Tweeters in G6:
@hasscho
@nighsfd3s
@tess_blue815
@yukika337700
@ricardo_ik_ahau
@pitpi4
@merckxcycling
@ekamochan2
@monster636ninja
@ann1951809

Top Tweeters in G7:
@lcsianna1
@gogatoplove
@brujilda88
@anfcsemcy
@elissaaliaberka
@serietvfollower
@penalozazuleyk1
@negar93619055
@dizi_tursen
@msmidtht

Top Tweeters in G8:
@fantasticradioo
@ana_captures
@humanre41270855
@chandachacon
@martingaedt
@hrcurator
@corixpartners
@harvardbiz
@memorynguwi
@transform_sec

Top Tweeters in G9:
@ljohn44
@daniellegembala
@jenn976
@margymaclibrary
@steltenpower
@sorrykb
@otfrom
@o_guest
@wmdogma
@intelwire

Top Tweeters in G10:
@stevesporttalk1
@philjonesnfl
@dynastytradeshq
@mustaine3651
@nbf_trill
@saged_up
@riversmccown
@beardaknowledge
@chiefcfs
@philsfanatic


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