#whartonpac, Twitter, 4/6/2019 1:10:09 PM, 192805


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#whartonpac_2019-04-06_06-02-54.xlsx
#whartonpac_2019-04-06_06-02-54.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 06, 2019
Short Description:
#whartonpac via NodeXL http://bit.ly/2Kercvq
@david_green_uk
@whartonpac
@martinhoyes
@hrcurator
@adammgrant
@nfp_nursefamily
@r_thaler
@trimydata
@bcmassey
@mwbuckingham

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

Description:
Description
The graph represents a network of 177 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 Saturday, 06 April 2019 at 13:03 UTC.

The tweets in the network were tweeted over the 6-day, 13-hour, 17-minute period from Saturday, 30 March 2019 at 23:15 UTC to Saturday, 06 April 2019 at 12:33 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 : 177
Unique Edges : 438
Edges With Duplicates : 688
Total Edges : 1126
Self-Loops : 49
Reciprocated Vertex Pair Ratio : 0.0488656195462478
Reciprocated Edge Ratio : 0.0931780366056572
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 174
Maximum Edges in a Connected Component : 1124
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.437568
Graph Density : 0.0192925012840267
Modularity : 0.241151
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://www.myhrfuture.com/blog/2019/3/29/3-challenges-for-people-analytics-from-adam-grant
[10] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-march-2019-david-green/
[6] https://app.polinode.com/networks/explore/5ca782bc9ddef10013123bef
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192731
[3] https://twitter.com/david_green_uk/status/1113875582562045952
[2] https://twitter.com/WhartonPAC/status/1113910751184474123
[2] https://sloanreview.mit.edu/article/how-you-can-have-more-impact-as-a-people-analyst/
[1] https://twitter.com/SILabDC/status/1114186668381224960
[1] https://twitter.com/readygov/status/1113877147511341056
[1] https://www.arcaspicio.com/insights/captivate-your-audience-through-designdata

Top URLs in Tweet in G1:
[3] https://www.myhrfuture.com/blog/2019/3/29/3-challenges-for-people-analytics-from-adam-grant
[2] https://twitter.com/david_green_uk/status/1113875582562045952
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192731
[1] https://wpa.wharton.upenn.edu/conference/#signup
[1] https://twitter.com/RomanVGalperin/status/1113870957800755200
[1] https://www.arcaspicio.com/insights/captivate-your-audience-through-designdata
[1] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-march-2019-david-green/
[1] https://app.polinode.com/networks/explore/5ca782bc9ddef10013123bef
[1] https://medium.com/@blevinephd/achieving-pay-equity-how-analytics-has-evolved-to-support-true-progress-ac9d4ff2cfd0

Top URLs in Tweet in G2:
[8] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-march-2019-david-green/
[6] https://www.myhrfuture.com/blog/2019/3/29/3-challenges-for-people-analytics-from-adam-grant
[2] https://twitter.com/WhartonPAC/status/1113910751184474123
[2] https://app.polinode.com/networks/explore/5ca782bc9ddef10013123bef
[1] https://sloanreview.mit.edu/article/how-you-can-have-more-impact-as-a-people-analyst/
[1] https://twitter.com/david_green_uk/status/1112328574957207552
[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 G3:
[21] https://www.myhrfuture.com/blog/2019/3/29/3-challenges-for-people-analytics-from-adam-grant
[3] https://app.polinode.com/networks/explore/5ca782bc9ddef10013123bef
[1] https://sloanreview.mit.edu/article/how-you-can-have-more-impact-as-a-people-analyst/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192731
[1] https://twitter.com/david_green_uk/status/1113806485455298560
[1] https://www.linkedin.com/pulse/best-hr-people-analytics-articles-march-2019-david-green/
[1] https://heartbeat.peakon.com/?utm_source=wmbt&utm_medium=referral&utm_campaign=1007&utm_content=UA8U4VCTX

Top URLs in Tweet in G4:
[1] https://twitter.com/SILabDC/status/1114186668381224960
[1] https://twitter.com/readygov/status/1113877147511341056
[1] https://twitter.com/WhartonPAC/status/1113743829692231681

Top URLs in Tweet in G5:
[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/david_green_uk/status/1113875582562045952
[1] https://twitter.com/NFP_nursefamily/status/1113812225498599425

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[370] whartonpac
[77] peopleanalytics
[50] ona
[36] employeeexperience
[15] diversity
[14] hr
[11] hrtech
[11] hranalytics
[8] behavioralscience
[5] inclusion



Top Hashtags in Tweet in G1:
[146] whartonpac
[20] peopleanalytics
[13] ona
[6] diversity
[6] employeeexperience
[3] olympic
[2] case
[2] whitepaper
[2] siop19
[2] pitch

Top Hashtags in Tweet in G2:
[92] whartonpac
[25] peopleanalytics
[10] ona
[7] employeeexperience
[5] hr
[4] diversity
[3] hrtech
[2] leadership
[2] hranalytics
[1] ethics

Top Hashtags in Tweet in G3:
[83] whartonpac
[27] ona
[23] employeeexperience
[22] peopleanalytics
[8] hr
[8] hranalytics
[8] hrtech
[3] diversity
[1] leadership
[1] inclusion

Top Hashtags in Tweet in G4:
[20] whartonpac
[1] peopleanalytics
[1] behavioralscience

Top Hashtags in Tweet in G5:
[27] whartonpac
[8] peopleanalytics
[6] behavioralscience
[2] diversity
[2] inclusion
[1] health
[1] evidence
[1] datacentric
[1] peoplecentric
[1] strongmoms

Top Hashtags in Tweet in G6:
[1] voiceprofiling
[1] whartonpac
[1] machinelearning
[1] augmentedintelligence
[1] peopleanalytics
[1] statistics
[1] bollywood

Top Hashtags in Tweet in G7:
[1] whartonpac

Top Words
Top Words in Tweet in Entire Graph:
[605] Words in Sentiment List#1: Positive
[75] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10003] Non-categorized Words
[10683] Total Words
[370] #whartonpac
[224] david_green_uk
[125] whartonpac
[89] s
[77] #peopleanalytics

Top Words in Tweet in G1:
[146] #whartonpac
[70] david_green_uk
[62] whartonpac
[45] s
[36] data
[32] competition
[30] analytics
[29] people
[20] #peopleanalytics
[17] more

Top Words in Tweet in G2:
[92] #whartonpac
[42] david_green_uk
[25] #peopleanalytics
[19] monahank
[17] whartonpac
[17] s
[17] bcmassey
[17] adammgrant
[14] analytics
[14] effective

Top Words in Tweet in G3:
[106] david_green_uk
[83] #whartonpac
[27] #ona
[25] challenges
[25] adammgrant
[24] whartonpac
[23] people
[23] #employeeexperience
[22] #peopleanalytics
[22] preview

Top Words in Tweet in G4:
[20] #whartonpac
[17] asked
[12] being
[10] discussion
[10] r_thaler
[7] trimydata
[7] diversity
[7] cathyengelbert
[7] angeladuckw
[7] whartonpac

Top Words in Tweet in G5:
[27] #whartonpac
[23] case
[19] competition
[18] penn
[17] nfp_nursefamily
[15] student
[15] whartonpac
[13] connectconnor
[11] congrats
[11] eglyonseric

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] people,analytics
[33] monahank,#whartonpac
[30] case,competition
[27] hrcurator,david_green_uk
[26] whartonpac,3
[26] 3,challenges
[21] preview,whartonpac
[21] _wernicke,#whartonpac
[18] challenges,people
[18] makes,effective

Top Word Pairs in Tweet in G1:
[15] people,analytics
[10] data,driven
[9] startup,competition
[9] case,competition
[9] analytics,#whartonpac
[8] stefanie,tignor
[7] david_green_uk,great
[6] congrats,again
[6] gender,pay
[6] pay,gap

Top Word Pairs in Tweet in G2:
[18] monahank,#whartonpac
[12] makes,effective
[11] hrcurator,david_green_uk
[9] interesting,findings
[9] findings,makes
[9] effective,management
[9] management,f
[9] f,monahank
[9] _wernicke,#whartonpac
[8] people,analytics

Top Word Pairs in Tweet in G3:
[19] whartonpac,3
[19] 3,challenges
[18] people,analytics
[16] preview,whartonpac
[13] david_green_uk,best
[12] challenges,people
[11] challenges,#peopleanalytics
[11] best,way
[11] way,understand
[11] understand,#employeeexperience

Top Word Pairs in Tweet in G4:
[12] being,asked
[6] diversity,being
[6] asked,party
[6] party,inclusion
[6] inclusion,being
[6] asked,dance
[6] dance,cathyengelbert
[6] cathyengelbert,discussion
[6] discussion,angeladuckw
[5] trimydata,diversity

Top Word Pairs in Tweet in G5:
[16] case,competition
[11] connectconnor,eglyonseric
[10] eglyonseric,amarachi
[10] student,case
[8] students,connectconnor
[7] competition,winners
[6] congrats,penn
[6] penn,students
[6] amarachi,winning
[6] winning,whartonpac

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@david_green_uk
@whartonpac
@adammgrant
@monahank
@bcmassey
@nfp_nursefamily
@hrcurator
@mwbuckingham
@penn
@mjarena

Top Mentioned in G1:
@david_green_uk
@whartonpac
@adammgrant
@muellersdayon
@bcmassey
@monahank
@nfp_nursefamily
@trustsphere
@payanalytics
@mwbuckingham

Top Mentioned in G2:
@david_green_uk
@monahank
@whartonpac
@bcmassey
@adammgrant
@hrcurator
@_wernicke
@andrewmarritt
@dave_ulrich
@da

Top Mentioned in G3:
@david_green_uk
@adammgrant
@whartonpac
@hrcurator
@myhrfuture
@mjarena
@monahank
@park
@worklytics
@_wernicke

Top Mentioned in G4:
@r_thaler
@trimydata
@cathyengelbert
@angeladuckw
@whartonpac
@mwbuckingham
@adammgrant
@rufuspeabody
@arcaspicio
@monahank

Top Mentioned in G5:
@nfp_nursefamily
@penn
@whartonpac
@connectconnor
@eglyonseric
@stephaneurial
@pennmbds
@david_green_uk
@adammgrant
@iitmadras

Top Mentioned in G6:
@mangeshkarlata

Top Tweeters
Top Tweeters in Entire Graph:
@wallybock
@hrcurator
@jumosq
@roshaundadgreen
@google
@indians
@hrdigitalbe
@bluejays
@smallbizphilly
@_ogstar

Top Tweeters in G1:
@google
@indians
@bluejays
@smallbizphilly
@_ogstar
@joseantoniogall
@princeton
@wharton
@deloitte
@mercer

Top Tweeters in G2:
@wallybock
@roshaundadgreen
@findaseminar
@petermwald
@david_green_uk
@kruse
@andyspence
@ibmwatsontalent
@uber
@ibm

Top Tweeters in G3:
@hrcurator
@hrdigitalbe
@mitsmr
@amitpatelhr
@joningham
@blackbirdsthree
@peoplecsc
@globalisedminds
@slupusho
@deborah_hartung

Top Tweeters in G4:
@jumosq
@trappedalien
@adp
@hefadesme
@mark_api
@trimydata
@rufuspeabody
@r_thaler
@arcaspicio
@dbrianblank

Top Tweeters in G5:
@sabpp1
@penn
@accenture
@kelloggschool
@mitsloan
@kennedy_school
@pennbot1740
@harvardhbs
@martinesastre34
@mogakm

Top Tweeters in G6:
@mangeshkarlata
@thatstatsgirl

Top Tweeters in G7:
@johnpern


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