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pawcon_2017-05-19_19-24-04.xlsx
pawcon_2017-05-19_19-24-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 20, 2017
Short Description:
pawcon via NodeXL http://bit.ly/2qDpubw
@pawcon
@talentanalytics
@data_nerd
@datentreiber
@fmfrancoise
@scottzoldi
@pawdeutschland
@pbeuchle

Description:
Description
The graph represents a network of 204 Twitter users whose tweets in the requested range contained "pawcon", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 20 May 2017 at 02:27 UTC.

The requested start date was Saturday, 20 May 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 21-hour, 13-minute period from Saturday, 06 May 2017 at 06:36 UTC to Friday, 19 May 2017 at 03:50 UTC.

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 : 204
Unique Edges : 389
Edges With Duplicates : 284
Total Edges : 673
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.0825471698113208
Reciprocated Edge Ratio : 0.152505446623094
Connected Components : 14
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 174
Maximum Edges in a Connected Component : 618
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.812389
Graph Density : 0.0110837438423645
Modularity : 0.43899
NodeXL Version : 1.0.1.380

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://jobs.disneycareers.com/search-jobs/disneydata/
[12] https://pacanthro.org/2017/goh/
[9] http://bit.ly/WFpX3z
[8] https://www.facebook.com/pawcon/posts/1269129316475276
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=106568
[5] http://www.kdnuggets.com/2017/05/predictive-analytics-world-san-francisco.html?utm_content=bufferdd5ef&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://kvantuminc.com/
[3] https://www.uber.com/invite/uber20comp
[3] http://www.predictiveanalyticsworld.com/sanfrancisco/2017/agenda.php#day1_1030b
[3] https://twitter.com/suelam11/status/864925346612641792

Top URLs in Tweet in G1:
[16] https://jobs.disneycareers.com/search-jobs/disneydata/
[8] http://bit.ly/WFpX3z
[4] http://www.kdnuggets.com/2017/05/predictive-analytics-world-san-francisco.html?utm_content=bufferdd5ef&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://pages.dataiku.com/us-june-events?utm_content=54042109&utm_medium=social&utm_source=twitter
[2] https://predictiveanalyticsworld.de/de/
[1] https://aws.passkey.com/event/16135703/owner/628/home
[1] http://1-risingmedia.com/newsletter/1488235011.html
[1] http://www.predictiveanalyticsworld.com/sanfrancisco/register.php?utm_source=social&utm_medium=social-organic&utm_campaign=PAWSF17
[1] http://www.predictiveanalyticsworld.com/sanfrancisco/register.php?utm_source=social&utm_campaign=PAWSF17&utm_medium=social-organic
[1] https://twitter.com/i/web/status/865235698298892288

Top URLs in Tweet in G2:
[6] https://www.facebook.com/pawcon/posts/1269129316475276
[3] https://twitter.com/suelam11/status/864925346612641792
[3] http://www.predictiveanalyticsworld.com/sanfrancisco/2017/agenda.php#day1_1030b
[3] https://www.uber.com/invite/uber20comp
[2] http://www.predictiveanalyticsworld.com/workforce/2017/agenda.php#day1_145
[2] https://twitter.com/beyondthearc/status/864886225844359168
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=106568
[2] http://www.predictiveanalyticsworld.com/workforce/2017/agenda.php#day2_905
[2] https://twitter.com/ScottZoldi/status/863053895064363008
[1] http://www.predictiveanalyticsworld.com/chicago/2017/agenda.php#day2_1115a

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=106568
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=106569
[1] https://twitter.com/i/web/status/864755876577652736
[1] https://twitter.com/i/web/status/862219919991209984
[1] https://twitter.com/i/web/status/864407350962204672
[1] http://www.predictiveanalyticsworld.com/sanfrancisco/2017/agenda.php?utm_content=bufferbc1ce&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#day2_215a
[1] https://www.facebook.com/pawcon/posts/1269129316475276
[1] https://twitter.com/i/web/status/862219925506711552

Top URLs in Tweet in G4:
[2] http://paper.li/merapps/1361963207?edition_id=2767ad40-384e-11e7-b291-0cc47a0d1605
[1] https://twitter.com/i/web/status/864550290401316864
[1] https://www.slideshare.net/JasonKessler/discovering-persuasive-language-through-observing-customer-behavior
[1] http://www.kdnuggets.com/2017/05/predictive-analytics-world-san-francisco.html?utm_content=bufferdd5ef&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://paper.li/merapps/1361963207?edition_id=d3ec34a0-3204-11e7-9bfd-0cc47a0d1605

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/864542214034137092
[1] http://www.predictiveanalyticsworld.com/sanfrancisco/2017/?utm_source=twitter&utm_medium=social-organic&utm_campaign=PAWSF17&utm_content=speaker-social
[1] https://twitter.com/i/web/status/863053895064363008
[1] https://twitter.com/i/web/status/864192114002874368

Top URLs in Tweet in G6:
[12] https://pacanthro.org/2017/goh/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/861933065039433730
[1] https://aws.passkey.com/event/16135703/owner/628/home
[1] http://www.predictiveanalyticsworld.com/patimes/wise-practitioner-predictive-analytics-interview-series-lauren-haynes-university-chicago02102017/8457/
[1] http://bit.ly/WFpX3z
[1] http://www.youtube.com/watch?v=5txy2wHGFmQ
[1] http://blog.panoply.io/9-must-attend-events-for-data-engineers?utm_content=54452613&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/865353311599431680
[1] http://blog.panoply.io/9-must-attend-events-for-data-engineers?utm_content=54452612&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/865222107294314496
[1] http://blog.panoply.io/9-must-attend-events-for-data-engineers?utm_content=54462099&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G8:
[1] http://www.decisionmanagementsolutions.com/predictive-analytics-world-2017-the-role-of-decision-modeling-in-creating-data-science-excellence/
[1] http://ow.ly/PZo730bLW2S
[1] http://ow.ly/dWwc30bLZ4d
[1] http://ow.ly/Y7Wv30bLZkG
[1] http://ow.ly/AjPi30bLZGg
[1] https://twitter.com/i/web/status/864877951569072130
[1] http://www.decisionmanagementsolutions.com/predictive-analytics-world-sf-2017-analytics-blocking-and-tackling/

Top URLs in Tweet in G9:
[1] http://www.predictiveanalyticsworld.com/sanfrancisco/2017/agenda.php#day2_115

Top URLs in Tweet in G10:
[4] http://kvantuminc.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[76] twitter.com
[18] predictiveanalyticsworld.com
[16] disneycareers.com
[12] pacanthro.org
[9] bit.ly
[8] facebook.com
[8] nodexlgraphgallery.org
[6] panoply.io
[5] paper.li
[5] kdnuggets.com

Top Domains in Tweet in G1:
[16] disneycareers.com
[9] twitter.com
[8] bit.ly
[4] kdnuggets.com
[3] dataiku.com
[2] predictiveanalyticsworld.com
[2] predictiveanalyticsworld.de
[1] passkey.com
[1] 1-risingmedia.com
[1] youtube.com

Top Domains in Tweet in G2:
[50] twitter.com
[12] predictiveanalyticsworld.com
[6] facebook.com
[3] uber.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[6] nodexlgraphgallery.org
[4] twitter.com
[1] predictiveanalyticsworld.com
[1] facebook.com

Top Domains in Tweet in G4:
[3] paper.li
[1] twitter.com
[1] slideshare.net
[1] kdnuggets.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] predictiveanalyticsworld.com

Top Domains in Tweet in G6:
[12] pacanthro.org

Top Domains in Tweet in G7:
[7] twitter.com
[6] panoply.io
[1] passkey.com
[1] predictiveanalyticsworld.com
[1] bit.ly
[1] youtube.com

Top Domains in Tweet in G8:
[4] ow.ly
[2] decisionmanagementsolutions.com
[1] twitter.com

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

Top Domains in Tweet in G10:
[4] kvantuminc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[202] pawcon
[54] datascience
[48] analytics
[39] predictiveanalytics
[31] pawworkforce
[26] sanfrancisco
[24] bigdata
[21] data
[14] womenindatascience
[13] womeninanalytics

Top Hashtags in Tweet in G1:
[30] datascience
[17] bigdata
[11] pawcon
[10] analytics
[10] predictiveanalytics
[9] data
[6] machinelearning
[6] dataanalytics
[6] r
[6] sanfrancisco

Top Hashtags in Tweet in G2:
[123] pawcon
[31] pawworkforce
[18] predictiveanalytics
[14] analytics
[12] data
[10] wit
[10] datascience
[10] womenindatascience
[10] womeninanalytics
[7] hiring

Top Hashtags in Tweet in G3:
[14] pawcon
[7] bayesianmodels
[7] neuralnetworks
[5] predictiveanalytics
[3] womenintech
[1] b2b
[1] datamanagement
[1] analytics
[1] iot
[1] womeninanalytics

Top Hashtags in Tweet in G4:
[9] pawcon
[9] analytics
[3] bigdata
[1] nlproc
[1] sanfrancisco
[1] datascience

Top Hashtags in Tweet in G5:
[12] sanfrancisco
[11] pawcon
[5] analytics
[5] fraud
[1] sf

Top Hashtags in Tweet in G6:
[1] pawcon

Top Hashtags in Tweet in G7:
[9] pawcon
[6] dataengineers
[2] predictiveanalytics
[1] analytics
[1] sanfrancisco
[1] datascience
[1] fawsl2
[1] fawpl
[1] fltravelchat
[1] fawsl

Top Hashtags in Tweet in G8:
[16] pawcon
[12] datascience
[5] decisionmgt
[4] analytics
[3] baot
[3] decisionmodeling
[2] predictiveanalytics
[1] fintech
[1] banking

Top Hashtags in Tweet in G9:
[2] pawcon

Top Hashtags in Tweet in G10:
[4] marketing
[4] analytics
[4] pawcon

Top Words
Top Words in Tweet in Entire Graph:
[199] Words in Sentiment List#1: Positive
[70] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5420] Non-categorized Words
[5689] Total Words
[371] pawcon
[105] analytics
[59] predictive
[58] talentanalytics
[54] datascience

Top Words in Tweet in G1:
[94] pawcon
[35] analytics
[32] sf
[30] datascience
[29] predictive
[24] world
[23] week
[22] visit
[20] next
[17] bigdata

Top Words in Tweet in G2:
[143] pawcon
[49] pawworkforce
[46] talentanalytics
[37] analytics
[20] predictive
[18] predictiveanalytics
[17] gretaroberts
[15] data
[13] more
[13] suelam11

Top Words in Tweet in G3:
[33] pawcon
[8] talentanalytics
[8] datentreiber
[7] dynamic
[7] forecasts
[7] bayesianmodels
[7] neuralnetworks
[7] zkajdan
[7] trivadis
[7] berlin

Top Words in Tweet in G4:
[14] pawcon
[12] analytics
[8] talk
[7] jasonkessler
[7] thanks
[5] deanabb
[5] customer
[4] william
[4] komp
[4] smarterhq

Top Words in Tweet in G5:
[28] pawcon
[15] scottzoldi
[12] sanfrancisco
[8] fraud
[7] fico
[7] soon
[7] excited
[7] speak
[7] 14
[7] 18

Top Words in Tweet in G6:
[13] pawcon
[12] pleased
[12] announce
[12] guests
[12] honor
[12] 2017
[12] keoviart
[12] alkali_bismuth
[12] _
[11] pacanthro

Top Words in Tweet in G7:
[14] pawcon
[6] over
[6] check
[6] out
[6] upcoming
[6] events
[6] dataengineers
[6] worldwide
[2] book
[2] predictiveanalytics

Top Words in Tweet in G8:
[16] pawcon
[12] datascience
[7] analytics
[7] decisionmgt
[7] decision
[7] modeling
[7] excellence
[6] role
[6] creating
[5] w

Top Words in Tweet in G9:
[7] prernas15
[7] pawcon
[6] talk
[6] work
[6] mashable
[5] sarah_guido
[4] anyone's
[4] going
[4] sf
[4] week

Top Words in Tweet in G10:
[4] here
[4] framework
[4] visualize
[4] marketing
[4] analytics
[4] use
[4] cases
[4] pawcon
[3] kvantumleap

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] predictive,analytics
[38] pawcon,pawworkforce
[32] analytics,world
[23] next,week
[23] pawcon,sf
[19] world,pawcon
[15] pawcon,pawcon
[14] sanfrancisco,14
[14] 14,18
[14] come,see

Top Word Pairs in Tweet in G1:
[27] predictive,analytics
[24] analytics,world
[17] next,week
[17] pawcon,sf
[16] world,pawcon
[11] week,talk
[11] talk,hype
[11] hype,vs
[11] vs,reality
[11] reality,datascience

Top Word Pairs in Tweet in G2:
[38] pawcon,pawworkforce
[11] predictive,analytics
[11] pawcon,pawcon
[7] today,pawcon
[6] keynote,making
[6] work,enterprise
[6] pawcon,talentanalytics
[6] justin,stevens
[6] pawcon,sanfrancisco
[5] scholarship,offer

Top Word Pairs in Tweet in G3:
[7] dynamic,forecasts
[7] forecasts,bayesianmodels
[7] bayesianmodels,neuralnetworks
[7] neuralnetworks,zkajdan
[7] zkajdan,trivadis
[7] trivadis,pawcon
[7] pawcon,berlin
[6] pawcon,nodexl
[6] nodexl,pawcon
[6] pawcon,talentanalytics

Top Word Pairs in Tweet in G4:
[5] pawcon,analytics
[4] william,komp
[4] komp,smarterhq
[4] smarterhq,describing
[4] describing,customer
[4] customer,matching
[4] matching,graphs
[4] graphs,customers
[4] customers,critical
[4] thanks,jasonkessler

Top Word Pairs in Tweet in G5:
[7] soon,excited
[7] excited,speak
[7] speak,pawcon
[7] pawcon,sanfrancisco
[7] sanfrancisco,14
[7] 14,18
[7] 18,register
[7] register,w
[7] w,discount
[7] discount,code

Top Word Pairs in Tweet in G6:
[12] pleased,announce
[12] announce,guests
[12] guests,honor
[12] honor,pawcon
[12] pawcon,2017
[12] 2017,keoviart
[12] keoviart,alkali_bismuth
[12] alkali_bismuth,_
[11] pacanthro,pleased

Top Word Pairs in Tweet in G7:
[6] pawcon,over
[6] over,check
[6] check,out
[6] out,upcoming
[6] upcoming,events
[6] events,dataengineers
[6] dataengineers,worldwide
[2] pawcon,predictiveanalytics
[2] retention,email
[2] email,marketing

Top Word Pairs in Tweet in G8:
[7] decision,modeling
[6] role,decision
[6] modeling,creating
[5] datascience,excellence
[4] pawcon,role
[4] excellence,w
[4] w,jamet123
[4] jamet123,owenmarktina
[4] creating,datascience
[3] predictive,analytics

Top Word Pairs in Tweet in G9:
[6] work,mashable
[4] anyone's,going
[4] going,pawcon
[4] pawcon,sf
[4] sf,week
[4] week,prernas15
[4] prernas15,giving
[4] giving,talk
[4] talk,work
[3] sarah_guido,anyone's

Top Word Pairs in Tweet in G10:
[4] here,framework
[4] framework,visualize
[4] visualize,marketing
[4] marketing,analytics
[4] analytics,use
[4] use,cases
[4] cases,pawcon
[3] kvantumleap,here

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pawcon
@talentanalytics
@pawworkforce
@data_nerd
@scottzoldi
@datasciencela
@gretaroberts
@deanabb
@suelam11
@pasharoberts

Top Mentioned in G1:
@pawcon
@datasciencela
@disneycareers
@tkushner
@disney
@dataiku
@rbraininc
@imdatascientist
@kdnuggets
@spark_summit

Top Mentioned in G2:
@talentanalytics
@pawworkforce
@pawcon
@gretaroberts
@suelam11
@pasharoberts
@kforce
@data_nerd
@twitter
@deanabb

Top Mentioned in G3:
@pawcon
@talentanalytics
@datentreiber
@zkajdan
@trivadis
@data_nerd
@datarobot
@womenintechchat
@marc_smith
@al

Top Mentioned in G4:
@jasonkessler
@deanabb
@pawcon
@smarterhq
@cdkglobal
@opendatagroup
@analyticsiq
@data36_com
@kdnuggets
@decisionmgt

Top Mentioned in G5:
@pawcon
@scottzoldi
@fico
@talentanalytics
@somshahapurkar
@p
@pawworkforce

Top Mentioned in G6:
@keoviart
@alkali_bismuth
@pacanthro

Top Mentioned in G8:
@owenmarktina
@jamet123
@merigruber
@decisionmgt
@johnelder4
@cisco

Top Mentioned in G9:
@prernas15
@pawcon
@sarah_guido
@mashable

Top Mentioned in G10:
@kvantumleap

Top Tweeters
Top Tweeters in Entire Graph:
@serioustom1
@adelinasinohui
@alevergara78
@data_nerd
@mashable
@shakamunyi
@jinxthelynx
@clickmediauk
@rodrigonunescal
@binaryloom

Top Tweeters in G1:
@adelinasinohui
@alevergara78
@shakamunyi
@binaryloom
@machinelearnbot
@itcrowdsource
@pybiandstuff
@lombardloyland
@b_cavello
@renato_umeton

Top Tweeters in G2:
@data_nerd
@rodrigonunescal
@tapoaramakw
@fabemodern
@datasciencerock
@hirevue
@talentanalytics
@startup_chick
@kforce
@bitchinscience

Top Tweeters in G3:
@technowornever
@fmfrancoise
@dushyantgadewal
@womenintechchat
@wileybusiness
@swissre
@marc_smith
@datarobot
@trivadis
@popdigitalmedia

Top Tweeters in G4:
@clickmediauk
@merapps
@cdkglobal
@zementis
@analyticsiq
@smarterhq
@viragconsulting
@deanabb
@osborneosborne
@data36_com

Top Tweeters in G5:
@serioustom1
@ubvijman
@cynthiastott
@fico
@radoccorrea
@laybor
@phirefly2k
@thomasdavidson
@scottzoldi
@btcstart

Top Tweeters in G6:
@jinxthelynx
@rifkafox
@skunkbomb123
@laveur
@spectrumfox
@infiernadraguar
@unclekage
@rudderrump
@keoviart
@alkali_bismuth

Top Tweeters in G7:
@andysugs
@revmacdrey
@maxversace
@mdfbasha
@timbakerhr
@stoobs_ebooks
@panoplyio
@yanivleven
@kristina_sm1le

Top Tweeters in G8:
@xprtly
@cisco
@beyondthearc
@scottbot_17
@jamet123
@decisionmgt
@merigruber
@owenmarktina

Top Tweeters in G9:
@mashable
@fwiffo
@jessejiryudavis
@sarah_guido
@seanmylaw
@prernas15
@muhammadsheikh

Top Tweeters in G10:
@kvantumleap
@le_big_data
@jyotika_somal
@ravirakeshmit