WhartonPAC, Twitter, 4/5/2019 6:51:22 PM, 192731


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WhartonPAC Twitter NodeXL SNA Map and Report for Friday, 05 April 2019 at 18:49 UTC
WhartonPAC Twitter NodeXL SNA Map and Report for Friday, 05 April 2019 at 18:49 UTC
From:
Michael__Lieberman
Uploaded on:
April 05, 2019
Short Description:
WhartonPAC via NodeXL http://bit.ly/2Kbe9Lj
@whartonpac
@david_green_uk
@martinhoyes
@allysonfelix
@adammgrant
@nfp_nursefamily
@hrcurator
@bcmassey
@monahank
@trimydata

Top hashtags:
#whartonpac
#peopleanalytics
#ona
#employeeexperience
#hr
#diversity
#hranalytics

Description:
Description
The graph represents a network of 195 Twitter users whose recent tweets contained "WhartonPAC", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 05 April 2019 at 18:49 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 51-minute period from Wednesday, 27 March 2019 at 16:55 UTC to Friday, 05 April 2019 at 18:47 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 : 195
Unique Edges : 581
Edges With Duplicates : 816
Total Edges : 1397
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.0521978021978022
Reciprocated Edge Ratio : 0.0992167101827676
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 190
Maximum Edges in a Connected Component : 1393
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.425268
Graph Density : 0.0202484800422945
Modularity : 0.281129
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] http://ow.ly/FS2Z30oglVm
[11] https://twitter.com/WhartonPAC/status/1113910751184474123
[10] https://bit.ly/2UeOlCp
[9] http://ow.ly/xHKU30ogUkG
[3] https://twitter.com/david_green_uk/status/1113875582562045952
[2] https://twitter.com/whartonpac/status/1113474681284243460
[2] http://ow.ly/dIM630ofQvO
[1] https://www.arcaspicio.com/insights/captivate-your-audience-through-designdata
[1] https://www.arcaspicio.com/insights/a-recognized-trusted-hub-for-innovation-in-government-the-silab
[1] https://twitter.com/WhartonPAC/status/1113743829692231681

Top URLs in Tweet in G1:
[3] https://twitter.com/david_green_uk/status/1113875582562045952
[1] http://ow.ly/FS2Z30oglVm
[1] http://ow.ly/xHKU30ogUkG
[1] https://bit.ly/2UeOlCp
[1] https://twitter.com/NFP_nursefamily/status/1113812225498599425
[1] https://twitter.com/i/broadcasts/1ynJOREzgmwGR
[1] https://twitter.com/david_green_uk/status/1113806485455298560
[1] https://twitter.com/WhartonPAC/status/1113796189533691904
[1] https://money.cnn.com/interactive/technology/15-questions-with-stephanie-lampkin/index.html
[1] https://twitter.com/whartonpac/status/1112720221931012098

Top URLs in Tweet in G2:
[1] http://ow.ly/FS2Z30oglVm
[1] https://wpa.wharton.upenn.edu/conference/#signup
[1] https://hbr.org/2019/03/when-and-why-diversity-improves-your-boards-performance
[1] https://twitter.com/TrustSphere/status/1105408298012930048
[1] https://twitter.com/RomanVGalperin/status/1113870957800755200
[1] https://www.arcaspicio.com/insights/a-recognized-trusted-hub-for-innovation-in-government-the-silab
[1] https://www.arcaspicio.com/insights/captivate-your-audience-through-designdata
[1] https://medium.com/@blevinephd/achieving-pay-equity-how-analytics-has-evolved-to-support-true-progress-ac9d4ff2cfd0
[1] https://twitter.com/whartonpac/status/1113474681284243460
[1] https://twitter.com/WhartonPAC/status/1107625067083677708

Top URLs in Tweet in G3:
[17] http://ow.ly/FS2Z30oglVm
[8] http://ow.ly/xHKU30ogUkG
[3] https://bit.ly/2UeOlCp
[2] http://ow.ly/dIM630ofQvO
[1] https://twitter.com/WhartonPAC/status/1113910751184474123
[1] https://twitter.com/HRCurator/status/1113815771795337218
[1] https://twitter.com/whartonpac/status/1113819068568604672
[1] https://twitter.com/david_green_uk/status/1114164492806578177
[1] https://www.myhrfuture.com/blog/2019/3/29/3-challenges-for-people-analytics-from-adam-grant
[1] http://bit.ly/heartbeat-social

Top URLs in Tweet in G4:
[6] https://bit.ly/2UeOlCp
[1] https://twitter.com/david_green_uk/status/1112328574957207552

Top URLs in Tweet in G5:
[1] https://twitter.com/WhartonPAC/status/1113743829692231681
[1] https://twitter.com/david_green_uk/status/1114216993022984194
[1] https://twitter.com/whartonpac/status/1114235470135857153
[1] https://twitter.com/whartonpac/status/1113913765798514688
[1] https://twitter.com/whartonpac/status/1113919662855806976
[1] https://twitter.com/readygov/status/1113877147511341056
[1] https://twitter.com/SILabDC/status/1114186668381224960
[1] https://twitter.com/WhartonPAC/status/1113886336518373377
[1] https://www.cnbc.com/video/2019/03/04/marcus-buckingham-this-statistic-about-work-sums-up-why-anxiety-is-at-an-all-time-high.html

Top URLs in Tweet in G6:
[10] https://twitter.com/WhartonPAC/status/1113910751184474123

Top URLs in Tweet in G8:
[1] https://twitter.com/whartonpac/status/1113474681284243460

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[342] whartonpac
[81] peopleanalytics
[43] ona
[33] employeeexperience
[17] hr
[14] diversity
[11] hranalytics
[11] behavioralscience
[11] hrtech
[7] career



Top Hashtags in Tweet in G1:
[121] whartonpac
[27] peopleanalytics
[23] ona
[7] behavioralscience
[5] diversity
[5] employeeexperience
[3] siop19
[2] olympic
[2] networkanalytics
[2] pafow

Top Hashtags in Tweet in G2:
[53] whartonpac
[7] career
[6] peopleanalytics
[4] dataanalytics
[4] whartonpc
[4] hr
[2] diversityandinclusion
[2] case
[2] whitepaper
[2] behavioralscience

Top Hashtags in Tweet in G3:
[135] whartonpac
[38] peopleanalytics
[28] employeeexperience
[19] ona
[13] hr
[11] hrtech
[10] hranalytics
[9] diversity
[4] leadership
[4] inclusion

Top Hashtags in Tweet in G4:
[6] whartonpac
[6] peopleanalytics

Top Hashtags in Tweet in G5:
[23] whartonpac
[2] peopleanalytics
[1] behavioralscience
[1] futureofcoaching
[1] coachbot
[1] digitalcoaching

Top Hashtags in Tweet in G6:
[2] whartonpac
[1] peopleanalytics
[1] olympic

Top Hashtags in Tweet in G7:
[1] voiceprofiling
[1] whartonpac
[1] machinelearning
[1] augmentedintelligence
[1] peopleanalytics
[1] statistics
[1] bollywood

Top Hashtags in Tweet in G9:
[1] whartonpac

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[12379] Non-categorized Words
[12379] Total Words
[493] #whartonpac
[139] #peopleanalytics
[134] whartonpac
[101] people
[83] s

Top Words in Tweet in G1:
[209] #whartonpac
[56] #peopleanalytics
[47] competition
[43] data
[42] whartonpac
[40] s
[38] case
[33] people
[32] penn
[31] analytics

Top Words in Tweet in G2:
[62] #whartonpac
[48] whartonpac
[21] s
[18] conference
[15] people
[15] more
[14] competition
[13] congrats
[13] team
[12] wharton

Top Words in Tweet in G3:
[177] #whartonpac
[65] david_green_uk
[64] rt
[60] #peopleanalytics
[51] #employeeexperience
[41] adammgrant
[40] #hr
[35] #hrtech
[35] whartonpac
[34] people

Top Words in Tweet in G4:
[12] #whartonpac
[8] #peopleanalytics
[7] adammgrant
[7] best
[7] bcmassey
[7] #hr
[6] new
[6] articles
[6] march
[6] feat

Top Words in Tweet in G5:
[28] #whartonpac
[18] people
[9] managers
[9] whartonpac
[8] analytics
[7] r_thaler
[7] arcaspicio
[6] mindset
[6] monahank
[6] help

Top Words in Tweet in G6:
[9] enjoyed
[9] sharing
[3] allysonfelix
[3] #whartonpac
[2] gold

Top Words in Tweet in G8:
[2] here
[2] tomorrow
[2] morning
[2] feel
[2] free
[2] hi
[2] attending
[2] well
[2] very
[2] low

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[60] rt,david_green_uk
[49] people,analytics
[36] #hr,#hrtech
[32] monahank,#whartonpac
[30] case,competition
[26] 3,challenges
[26] #hranalytics,#whartonpac
[26] #whartonpac,#hr
[26] #hrtech,#ona
[26] #ona,#employeeexperience

Top Word Pairs in Tweet in G1:
[23] case,competition
[14] connectconnor,eglyonseric
[13] people,analytics
[12] data,driven
[11] student,case
[11] startup,competition
[10] analytics,#whartonpac
[10] being,asked
[10] mjarena,#whartonpac
[10] #ona,#whartonpac

Top Word Pairs in Tweet in G2:
[9] april,4th
[9] 4th,5th
[8] meet,mercer
[8] mercer,team
[8] romanvgalperin,whartonpac
[7] people,analytics
[7] whartonpac,april
[7] 5th,philadelphia
[7] philadelphia,pa
[7] #hr,#whartonpc

Top Word Pairs in Tweet in G3:
[55] rt,david_green_uk
[26] #hr,#hrtech
[23] people,analytics
[23] 3,challenges
[23] #hranalytics,#whartonpac
[23] #whartonpac,#hr
[23] #hrtech,#ona
[23] #ona,#employeeexperience
[23] monahank,#whartonpac
[19] preview,whartonpac

Top Word Pairs in Tweet in G4:
[6] new,best
[6] best,#peopleanalytics
[6] #peopleanalytics,articles
[6] articles,march
[6] march,feat
[6] feat,dave_ulrich
[6] dave_ulrich,adammgrant
[6] adammgrant,bcmassey
[6] bcmassey,daigosweden
[6] daigosweden,j_lp

Top Word Pairs in Tweet in G5:
[6] people,analytics
[4] feedback,#whartonpac
[4] marcus,buckingham
[4] analytics,conference
[3] monahank,#whartonpac
[3] closely,people
[3] people,supervised
[3] supervised,best
[3] best,managers
[3] managers,depends

Top Word Pairs in Tweet in G6:
[9] enjoyed,sharing

Top Word Pairs in Tweet in G8:
[2] here,tomorrow
[2] tomorrow,morning
[2] morning,feel
[2] feel,free
[2] free,hi
[2] hi,attending
[2] attending,well
[2] well,very
[2] very,low
[2] low,stakes

Top Replied-To
Top Replied-To in Entire Graph:
@romanvgalperin
@allysonfelix
@trimydata
@whartonpac
@pbagga
@richardlalleman
@joningham
@monahank
@adammgrant
@globalda

Top Replied-To in G1:
@joningham
@richardlalleman
@pbagga
@globalda
@whartonpac
@adammgrant
@datamack
@allysonfelix

Top Replied-To in G2:
@romanvgalperin
@trimydata
@billpetti
@umihoward
@garrett_geoff
@joseantoniogall

Top Replied-To in G3:
@monahank
@allysonfelix
@adammgrant

Top Replied-To in G5:
@whartonpac
@arcaspicio

Top Replied-To in G6:
@allysonfelix

Top Mentioned
Top Mentioned in Entire Graph:
@whartonpac
@david_green_uk
@adammgrant
@bcmassey
@monahank
@worklytics
@penn
@mwbuckingham
@andrewmarritt
@manishgoel

Top Mentioned in G1:
@whartonpac
@penn
@adammgrant
@connectconnor
@eglyonseric
@nfp_nursefamily
@mjarena
@mwbuckingham
@manishgoel
@trustsphere

Top Mentioned in G2:
@whartonpac
@jhucarey
@mercer
@adammgrant
@garrett_geoff
@bcmassey
@wharton
@romanvgalperin
@stephaneurial
@danielpink

Top Mentioned in G3:
@david_green_uk
@adammgrant
@whartonpac
@worklytics
@monahank
@bcmassey
@myhrfuture
@andrewmarritt
@parkcoll
@_wernicke

Top Mentioned in G4:
@adammgrant
@bcmassey
@dave_ulrich
@daigosweden
@j_lp
@staciagarr
@ibmwatsontalent
@josh_bersin
@drtcp
@ollybritnell

Top Mentioned in G5:
@whartonpac
@r_thaler
@monahank
@arcaspicio
@mwbuckingham
@silabdc
@adammgrant
@bcmassey
@accenture
@penn

Top Mentioned in G6:
@allysonfelix

Top Mentioned in G7:
@mangeshkarlata

Top Tweeters
Top Tweeters in Entire Graph:
@wallybock
@hrcurator
@jumosq
@aldo_zaffalon
@roshaundadgreen
@google
@indians
@julietted_
@hrdigitalbe
@bluejays

Top Tweeters in G1:
@google
@smallbizphilly
@trappedalien
@princeton
@penn
@richardbranson
@deloitte
@kelloggschool
@mitsloan
@joningham

Top Tweeters in G2:
@aldo_zaffalon
@indians
@bluejays
@mikeaular
@_ogstar
@joseantoniogall
@allcell9
@wharton
@mercer
@lewisgarrad

Top Tweeters in G3:
@wallybock
@hrcurator
@roshaundadgreen
@hrdigitalbe
@mitsmr
@sabpp1
@findaseminar
@petermwald
@amitpatelhr
@david_green_uk

Top Tweeters in G4:
@andyspence
@ibmwatsontalent
@uber
@ibm
@elias_be
@drtcp
@daigosweden
@jrwellstead
@josh_bersin
@dave_ulrich

Top Tweeters in G5:
@jumosq
@adp
@rufuspeabody
@cbraddick
@r_thaler
@arcaspicio
@lynnanncasey
@mwbuckingham
@rfo2000
@silabdc

Top Tweeters in G6:
@julietted_
@allysonfelix
@denrmedina
@ronixrivas
@doubl3minttwin
@destfitch
@mauricio3796582
@thomas81larry
@krizzzy16
@dafnaaaronson

Top Tweeters in G7:
@mangeshkarlata
@thatstatsgirl

Top Tweeters in G8:
@nnstats
@pflynnhockey

Top Tweeters in G9:
@johnpern


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