People Analytics, Twitter, 11/23/2020 8:04:55 AM, 242064


FAQ | Problem?

People Analytics_2020-11-20_14-35-16.xlsx
People Analytics_2020-11-20_14-35-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 23, 2020
Short Description:
People Analytics via NodeXL https://bit.ly/3lRdMnn
@hodgetwins
@humanre41270855
@trendsinai
@ericgeller
@harbrimah
@perseus852
@realdonaldtrump
@hawleymo
@twitter
@facebook

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

Description:
Description
The graph represents a network of 6,250 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, 20 November 2020 at 22:52 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 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, 57-minute period from Friday, 06 November 2020 at 01:03 UTC to Friday, 20 November 2020 at 01:00 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 : 6250
Unique Edges : 3574
Edges With Duplicates : 7043
Total Edges : 10617
Number of Edge Types : 5
Mentions : 2262
Tweet : 1333
Retweet : 2856
MentionsInRetweet : 3307
Replies to : 859
Self-Loops : 1360
Reciprocated Vertex Pair Ratio : 0.0181470869149952
Reciprocated Edge Ratio : 0.0356472795497186
Connected Components : 1665
Single-Vertex Connected Components : 761
Maximum Vertices in a Connected Component : 707
Maximum Edges in a Connected Component : 3015
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.590603
Graph Density : 0.000136469835173628
Modularity : 0.533699
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,250 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, 20 November 2020 at 22:52 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 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, 57-minute period from Friday, 06 November 2020 at 01:03 UTC to Friday, 20 November 2020 at 01:00 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:
[366] https://go.synctrics.com/synctrics
[230] https://analytics.usa.gov/
[36] https://hbr.org/2020/10/tech-is-transforming-people-analytics-is-that-a-good-thing
[27] https://onpassive.com/blog/influence-artificial-intelligence-human-capital-management-people-analytics/
[21] https://go.synctrics.com/mitchzenger
[18] https://www.youtube.com/watch?v=LV8wWhjTKRU&feature=youtu.be

[15] https://lnkd.in/dge4aGd
[14] https://www.linkedin.com/pulse/how-get-results-from-your-hr-transformation-dave-ulrich/
[12] https://www.datanami.com/2020/01/30/the-secret-to-data-and-analytics-success-ispeople/
[12] https://gov.uk/

Top URLs in Tweet in G1:
[7] https://hbr.org/2020/10/tech-is-transforming-people-analytics-is-that-a-good-thing
[7] https://blog.hubspot.com/marketing/social-media-analytics-tools
[5] https://www.transcriptionoutsourcing.net/blog/linkedin-for-freelancers-everything-you-need-to-know-to-get-more-clients/
[5] https://thecurrencyanalytics.com/21293/litecoin-ltc-influenced-by-paypal-talks-brewing-about-to-velvet-or-not-to-velvet-fork/?utm_campaign=cryptocontrol.io&utm_medium=cryptocontrol_api&utm_source=cryptocontrol.io
[4] https://tweetedtimes.com/v/15277?s=tnp
[3] https://onpassive.com/blog/influence-artificial-intelligence-human-capital-management-people-analytics/
[3] https://hbr.org/2020/11/7-ways-hr-can-build-a-fairer-data-informed-culture
[3] https://www.customerinsightleader.com/the-customer-insight-leader-podcast/
[3] https://www.esri.com/en-us/industries/needs/performance-monitoring
[3] https://www.instare.com/web/blog/441-implementacion-hr-analytics-people-analytics-proyectos-equipo-cultura?utm_source=Socialpilot&utm_medium=RedesSociales&utm_campaign=DifusionBlog

Top URLs in Tweet in G3:
[366] https://go.synctrics.com/synctrics
[25] https://hbr.org/2020/10/tech-is-transforming-people-analytics-is-that-a-good-thing
[21] https://go.synctrics.com/mitchzenger
[15] https://lnkd.in/dge4aGd
[14] https://www.linkedin.com/pulse/how-get-results-from-your-hr-transformation-dave-ulrich/
[8] https://omegazadvisors.com/?p=9281
[7] https://www.mckinsey.com/business-functions/organization/our-insights/how-to-be-great-at-people-analytics
[7] https://www.linkedin.com/pulse/what-forecast-people-analytics-adam-mckinnon-phd-/
[6] https://www.myhrfuture.com/blog/2018/8/9/nine-dimensions-for-excellence-in-people-analytics
[6] https://redthreadresearch.com/managing-better/

Top URLs in Tweet in G4:
[222] https://analytics.usa.gov/
[2] https://www.analyticsvidhya.com/blog/2020/11/tips-people-starting-career-data-science/

Top URLs in Tweet in G5:
[18] https://www.youtube.com/watch?v=LV8wWhjTKRU&feature=youtu.be

[10] https://www.youtube.com/watch?v=pQeFxdT3FGY&feature=youtu.be

[7] https://www.deviantart.com/jerrylehane3/gallery
[5] https://www.analyticsinsight.net/is-quantum-computing-detrimental-to-peoples-secrecy/
[4] https://people.com/pets/robot-for-bored-cats/
[3] https://executive-people.nl/661067/de-alation-catalogus-is-een-platform.html
[3] https://swisscognitive.ch/2020/11/16/can-ai-nudge-people-to-live-healthier-lives/
[2] https://hbr.org/2020/10/tech-is-transforming-people-analytics-is-that-a-good-thing
[2] https://www.itproportal.com/features/people-focused-digital-transformation-what-benefit-does-it-have-for-your-employees/
[2] https://news.mit.edu/2020/understanding-how-people-make-sense-information-manon-revel-1116

Top URLs in Tweet in G6:
[1] https://twitter.com/jsolomonReports/status/1326564437122224128
[1] https://amgreatness.com/2020/11/16/the-obama-trump-transition-was-more-like-sedition/
[1] https://twitter.com/SenWarren/status/1328405571821834254
[1] https://archive.vn/107Zx
[1] https://twitter.com/GovMLG/status/1327344308031156224
[1] https://twitter.com/JamesRosenTV/status/1326670164427993088
[1] https://breaking911.com/breaking-pair-charged-with-voter-fraud-allegedly-submitted-thousands-of-fraudulent-applications-on-behalf-of-homeless-people/
[1] https://saraacarter.com/cnns-amanpour-issued-apology-for-comparing-trump-to-the-nazi-kristallnacht/
[1] https://www.wsj.com/election-results-2020-data/president.json

Top URLs in Tweet in G8:
[1] https://theathletic.com/2198509/
[1] https://statsbomb.com/2020/11/statsbomb-courses-what-to-expect/
[1] https://twitter.com/11pts1win/status/1327294768351744000

Top URLs in Tweet in G9:
[2] https://www.reuters.com/article/us-health-coronavirus-denmark-mink-idUSKBN27M11W?taid=5fa51b20260cc000014743c7&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.youtube.com/watch?v=b6li05zh3Kg&ab_channel=loonatheworld


Top URLs in Tweet in G10:
[1] https://twitter.com/sinow/status/1325249232857665537

Top Domains
Top Domains in Tweet in Entire Graph:
[387] synctrics.com
[230] usa.gov
[172] twitter.com
[86] linkedin.com
[54] dy.si
[53] hbr.org
[41] youtube.com
[28] sap.com
[28] onpassive.com
[23] co.uk

Top Domains in Tweet in G1:
[90] twitter.com
[47] dy.si
[31] linkedin.com
[20] hbr.org
[10] hubspot.com
[6] mckinsey.com
[6] sap.com
[5] microsoft.com
[5] transcriptionoutsourcing.net
[5] thecurrencyanalytics.com

Top Domains in Tweet in G3:
[387] synctrics.com
[39] linkedin.com
[29] hbr.org
[16] myhrfuture.com
[15] lnkd.in
[13] omegazadvisors.com
[12] mckinsey.com
[8] ibm.com
[8] hranalyticsthinktank.com
[7] co.uk

Top Domains in Tweet in G4:
[222] usa.gov
[2] analyticsvidhya.com

Top Domains in Tweet in G5:
[30] youtube.com
[9] twitter.com
[7] deviantart.com
[6] analyticsinsight.net
[4] people.com
[4] executive-people.nl
[3] swisscognitive.ch
[2] kdrrecruitment.com
[2] hbr.org
[2] itproportal.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] amgreatness.com
[1] archive.vn
[1] breaking911.com
[1] saraacarter.com
[1] wsj.com

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

Top Domains in Tweet in G9:
[2] reuters.com
[1] youtube.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[362] peopleanalytics
[314] analytics
[292] ai
[220] hrtech
[196] hr
[192] goals
[178] leadership
[174] goalvana
[156] synctrics
[151] reputation



Top Hashtags in Tweet in G1:
[46] analytics
[26] decisionswithoutdoubt
[23] peopleanalytics
[21] hr
[20] data
[17] ai
[13] hranalytics
[9] datascience
[7] dataanalytics
[6] aiignition

Top Hashtags in Tweet in G2:
[1] strawgrasper

Top Hashtags in Tweet in G3:
[325] peopleanalytics
[212] hrtech
[192] goals
[175] leadership
[174] goalvana
[158] hr
[156] synctrics
[151] reputation
[131] personability
[130] futureofwork

Top Hashtags in Tweet in G4:
[2] datascience
[2] mondaymotivation
[1] motivationmonday
[1] machinelearning
[1] artificialintelligence
[1] machinevision
[1] deeplearning
[1] datascientist
[1] analytics
[1] hr

Top Hashtags in Tweet in G5:
[175] ai
[126] analytics
[95] machinelearning
[82] iot
[81] digitaltransformation
[74] startup
[61] iiot
[59] rstats
[59] reactjs
[59] javascript

Top Hashtags in Tweet in G6:
[2] blm
[2] cancelstudentdebt
[1] millionmagamarch

Top Hashtags in Tweet in G7:
[1] augmentedintelligence
[1] makersconference

Top Hashtags in Tweet in G9:
[2] analytics
[2] socialmedia
[2] pr309
[1] engagement
[1] post
[1] analysis
[1] fridaythoughts
[1] twitter
[1] facebook
[1] notmeus

Top Hashtags in Tweet in G10:
[1] respect
[1] steelers

Top Words
Top Words in Tweet in Entire Graph:
[5233] people
[4179] analytics
[1911] more
[1102] data
[896] twitter
[747] followers
[699] compared
[696] reaching
[695] 40
[694] parler

Top Words in Tweet in G1:
[853] people
[755] analytics
[175] data
[129] more
[99] see
[85] many
[69] know
[67] twitter
[58] social
[57] one

Top Words in Tweet in G2:
[1374] more
[688] people
[688] analytics
[687] parler
[687] reaching
[687] 40
[687] twitter
[687] 150k
[687] followers
[687] compared

Top Words in Tweet in G3:
[949] people
[701] analytics
[414] need
[394] mitchzenger
[372] synctrics
[370] data
[325] #peopleanalytics
[212] #hrtech
[205] better
[192] #goals

Top Words in Tweet in G4:
[222] meanwhile
[222] cisa's
[222] rumor
[222] control
[222] fourth
[222] trafficked
[222] federal
[222] web
[222] right
[222] til

Top Words in Tweet in G5:
[288] people
[175] #ai
[126] #analytics
[105] analytics
[95] #machinelearning
[82] #iot
[81] #digitaltransformation
[80] good
[78] thing
[77] tech

Top Words in Tweet in G6:
[70] people
[27] analytics
[20] realdonaldtrump
[14] trump
[14] data
[12] election
[11] biden
[11] think
[11] more
[10] fraud

Top Words in Tweet in G7:
[86] stephanie
[86] lampkin
[86] told
[86] wasn
[86] technical
[86] enough
[86] applying
[86] analytical
[86] lead
[86] role

Top Words in Tweet in G8:
[85] analytics
[85] people
[83] football
[83] know
[80] work
[79] wondered
[79] department
[79] club
[79] wanted
[78] worville

Top Words in Tweet in G9:
[25] people
[11] analytics
[7] twitter
[7] vaccine
[7] joebiden
[6] varro_analytics
[6] many
[5] followers
[4] know
[4] thousands

Top Words in Tweet in G10:
[63] latest
[63] news
[43] give
[42] nflnews_insider
[42] nfl
[40] people
[30] analytics
[28] pff
[22] great
[22] follow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1100] people,analytics
[741] more,people
[696] people,twitter
[690] more,followers
[689] parler,reaching
[689] reaching,40
[689] 40,more
[689] twitter,150k
[689] 150k,more
[689] followers,compared

Top Word Pairs in Tweet in G1:
[104] people,analytics
[65] many,people
[61] data,analytics
[59] analytics,people
[50] social,media
[37] twitter,analytics
[36] google,analytics
[27] sap,analytics
[26] analytics,cloud
[25] sap,successfactors

Top Word Pairs in Tweet in G2:
[687] parler,reaching
[687] reaching,40
[687] 40,more
[687] more,people
[687] people,twitter
[687] twitter,150k
[687] 150k,more
[687] more,followers
[687] followers,compared
[687] compared,analytics

Top Word Pairs in Tweet in G3:
[673] people,analytics
[366] mitchzenger,synctrics
[247] analytics,data
[124] transparent,people
[117] need,better
[73] many,people
[73] companies,creating
[73] creating,such
[73] analytics,strategies
[73] strategies,need

Top Word Pairs in Tweet in G4:
[222] meanwhile,cisa's
[222] cisa's,rumor
[222] rumor,control
[222] control,fourth
[222] fourth,trafficked
[222] trafficked,federal
[222] federal,web
[222] web,right
[222] right,til
[221] ericgeller,meanwhile

Top Word Pairs in Tweet in G5:
[81] people,analytics
[76] #ai,#machinelearning
[74] tech,transforming
[74] transforming,people
[74] analytics,good
[74] good,thing
[74] thing,#digitaltransformation
[74] #digitaltransformation,#startup
[74] #startup,#ai
[72] harbrimah,tech

Top Word Pairs in Tweet in G6:
[10] data,analytics
[8] people,voted
[6] american,people
[5] voter,fraud
[4] 000,people
[3] people,vote
[3] joe,biden
[3] many,people
[3] analytics,people
[2] never,hating

Top Word Pairs in Tweet in G7:
[86] stephanie,lampkin
[86] lampkin,told
[86] told,wasn
[86] wasn,technical
[86] technical,enough
[86] enough,applying
[86] applying,analytical
[86] analytical,lead
[86] lead,role
[86] role,went

Top Word Pairs in Tweet in G8:
[79] wondered,work
[79] work,analytics
[79] analytics,department
[79] department,football
[79] football,club
[79] club,wanted
[79] wanted,know
[79] know,people
[78] worville,wondered
[3] football,analytics

Top Word Pairs in Tweet in G9:
[3] work,healthcare
[3] healthcare,analytics
[3] analytics,database
[3] database,full
[2] know,people
[2] denmark,found
[2] found,214
[2] 214,people
[2] people,infected
[2] infected,mink

Top Word Pairs in Tweet in G10:
[42] latest,news
[21] reminder,follow
[21] follow,nflnews_insider
[21] nflnews_insider,latest
[21] news,24
[21] 24,nfl
[21] nfl,talk
[21] talk,people
[21] people,over
[21] over,nfl

Top Replied-To
Top Replied-To in Entire Graph:
@utd_analytics
@analytics_js
@realdonaldtrump
@johns_analytics
@helianthusmine
@minakimes
@chow_allan
@stevenacohen2
@tnsprofpunter
@cfrelund

Top Replied-To in G2:
@stevedeaceshow

Top Replied-To in G3:
@barryjflack
@josh_bersin

Top Replied-To in G5:
@utd_analytics
@georgiajohn1
@kendallrowanx
@backposttrez
@temitalksutd
@utdcode
@roroe443
@markgoldbridge
@utddistrict
@utdsaeed

Top Replied-To in G6:
@realdonaldtrump
@breitbartnews
@marusleepy
@prankemhard
@oliviamunn
@wsj
@anadria81078903
@chrisbizarre2
@ctrebelusa
@erictrump

Top Replied-To in G8:
@fitbainscotland
@ashwinraman_

Top Replied-To in G9:
@vegas_analytics
@reuters
@bios_n_techs
@sam__4546
@genellealdred
@varro_analytics
@davidasteinberg
@xbiobserver
@biotechobserver
@noborisubway

Top Replied-To in G10:
@helianthusmine
@cfrelund
@pff
@worstplace
@cnn
@sinow
@pff_fantasy
@cfbonfox
@thereber007
@madchad412

Top Mentioned
Top Mentioned in Entire Graph:
@hodgetwins
@mitchzenger
@synctrics
@ericgeller
@makerswomen
@worville
@harbrimah
@david_green_uk
@yywwy3
@mfaizfablillah

Top Mentioned in G1:
@progressshark
@elevateitnow
@sdroem
@kitttenqueen
@chcisolutions
@getnewsupdates
@cnf_95
@itpfed

Top Mentioned in G2:
@hodgetwins
@dbongino

Top Mentioned in G3:
@mitchzenger
@synctrics
@david_green_uk
@josh_bersin
@hrcurator
@mckinsey
@harvardbiz
@drtcp
@dave_ulrich
@myhrfuture

Top Mentioned in G4:
@ericgeller
@joseph_santoro

Top Mentioned in G5:
@harbrimah
@yywwy3
@youtube
@ai_monks
@messageboardusa
@kirkdborne
@pschooff
@richardeudes
@micoyuk
@intisarmahee

Top Mentioned in G6:
@realdonaldtrump
@gasecofstate
@megynkelly
@glennloury
@adamlaxalt
@gatewaypundit
@donaldjtrumpjr
@breitbartnews
@thechrisbuskirk
@anncoulter

Top Mentioned in G7:
@makerswomen

Top Mentioned in G8:
@worville
@statsbomb
@ashwinraman_

Top Mentioned in G9:
@joebiden
@twitter
@varro_analytics
@ewarren
@timothysykes
@juliaskripkaser
@brianreid
@shingoyoungstar
@realdonaldtrump
@pfn365

Top Mentioned in G10:
@pff
@nflnews_insider
@jaketapper
@zg44_analytics
@hotlinejosh
@nerdnerdenstein
@nsight4sight
@concussed_shoe
@livlandisjets
@pff_steve

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@mistersalesman
@tinamarie_80s
@chidambara09
@radioelshinta
@cybersec_feeds
@roblwilson
@feedjunkie
@aaroncuddeback
@tammysdragonfly

Top Tweeters in G1:
@feedjunkie
@cnbctv18live
@network_easy
@zainr
@amir2real
@pressebanknet
@mookiealexander
@data_nerd
@webnowcompany
@lowkeyonce_

Top Tweeters in G2:
@salomnm
@nvehecnycrrcom1
@ronjellison
@petefrt
@kacy10000
@rl9631
@k11marc
@dwlove9
@dorothymontgom4
@heyk1967

Top Tweeters in G3:
@mistersalesman
@stfuimtweetn0_o
@openmarketingtv
@vmezadelc
@mikelehroza
@soncabral
@hrcurator
@beemrajbhagwan5
@wef
@roshaundadgreen

Top Tweeters in G4:
@tinamarie_80s
@serendipitysays
@akuma_river
@riskyliberal
@deesbarbara
@skywaker9
@noybsk2017
@sallyagale
@amazingchevvolt
@bjorkian15

Top Tweeters in G5:
@sectest9
@chidambara09
@cybersec_feeds
@aaroncuddeback
@femtech_
@xaelbot
@codernotesbot
@codedailybot
@rvp
@billp____

Top Tweeters in G6:
@wsj
@chadfelixg
@breitbartnews
@dloesch
@oann
@gatewaypundit
@davidlimbaugh
@rubinreport
@michaelrapaport
@scottadamssays

Top Tweeters in G7:
@kdl0888
@darthmamashark
@imcool_like_dat
@unix_guru
@malikthaelite
@gratosmccallow
@makerswomen
@tim_mcnulty
@equality1975
@89vwgolf

Top Tweeters in G8:
@andypeahead
@ankaman616
@ernestakor
@sully_utc
@eaamalyon
@moesquare
@philhay_
@mishraabhia
@nathanivedansh
@alifmohdk

Top Tweeters in G9:
@reuters
@foxbusiness
@timothysykes
@berniebot_2020
@macmusiq
@kfreberg
@meatclty
@hkworldcity
@chrissmithpfn
@willcove

Top Tweeters in G10:
@cnn
@hotlinejosh
@sinow
@jaketapper
@madchad412
@nflnetwork
@espnstatsinfo
@bethanyshondark
@bleacherreport
@sportingnews