#cws, Twitter, 4/26/2020 2:55:59 PM, 225594


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#cws_2020-04-26_03-50-59.xlsx
#cws_2020-04-26_03-50-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 26, 2020
Short Description:
#cws via NodeXL https://bit.ly/2zzWB6J
@supermegacws
@stitch_head
@lbdirtbags
@art_renee
@canesbaseball
@ncaacws
@rickhavenridge
@tdameritradeprk
@lsubaseball
@emilyvdixon

Top hashtags:
#cws
#baseball
#wcws
#msp
#onthisday
#mlb
#topps
#nelsonhall
#neat
#lsu

Description:
Description
The graph represents a network of 260 Twitter users whose tweets in the requested range contained "#cws", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 26 April 2020 at 10:51 UTC.

The requested start date was Sunday, 26 April 2020 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 13-day, 20-hour, 1-minute period from Sunday, 12 April 2020 at 00:37 UTC to Saturday, 25 April 2020 at 20:39 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 : 260
Unique Edges : 234
Edges With Duplicates : 298
Total Edges : 532
Number of Edge Types : 5
Tweet : 36
Retweet : 112
MentionsInRetweet : 230
Mentions : 144
Replies to : 10
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.0121580547112462
Reciprocated Edge Ratio : 0.024024024024024
Connected Components : 44
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 117
Maximum Edges in a Connected Component : 229
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.772025
Graph Density : 0.00494505494505494
Modularity : 0.585662
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 260 Twitter users whose tweets in the requested range contained "#cws", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 26 April 2020 at 10:51 UTC.

The requested start date was Sunday, 26 April 2020 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 13-day, 20-hour, 1-minute period from Sunday, 12 April 2020 at 00:37 UTC to Saturday, 25 April 2020 at 20:39 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 : #cws
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:
[4] https://research.nelson-hall.com/sourcing-expertise/hr-outsourcing/msp-cws/?&avpage-views=neat&NEATaction=viewProject&project=237
[3] https://research.nelson-hall.com/sourcing-expertise/neat-reports/?avpage-views=neat&avpage-views=neat&NEATaction=viewProject&project=237
[2] https://twitter.com/super70ssports/status/1249434469758644224
[1] http://24.Call
[1] https://www.instagram.com/p/B_auTnbDt8Z/?igshid=1nwqg6mmkkxtr
[1] https://www.cws.com/firesafety-jobs
[1] https://twitter.com/GaryB_NH/status/1250131582385557507
[1] https://twitter.com/NHInsight/status/1250739322170617859
[1] https://twitter.com/PontoonSolution/status/1252986810692763650
[1] https://www.linkedin.com/slink?code=d3DbJf4

Top URLs in Tweet in G2:
[4] https://research.nelson-hall.com/sourcing-expertise/hr-outsourcing/msp-cws/?&avpage-views=neat&NEATaction=viewProject&project=237
[3] https://research.nelson-hall.com/sourcing-expertise/neat-reports/?avpage-views=neat&avpage-views=neat&NEATaction=viewProject&project=237
[1] https://twitter.com/NHInsight/status/1250739322170617859
[1] https://twitter.com/WeAreAMS/status/1253217175554478081
[1] https://twitter.com/PontoonSolution/status/1252986810692763650
[1] https://twitter.com/GaryB_NH/status/1250131582385557507

Top URLs in Tweet in G3:
[1] https://espnpressroom.com/us/press-releases/2020/04/sec-for-now-slated-for-tv-debut-sec-network-programming-updates-april-20-26/
[1] https://espnpressroom.com/us/press-releases/2020/04/sec-network-programming-update-april-27-may-3/

Top URLs in Tweet in G4:
[1] https://twitter.com/ap_top25/status/1249004869647847425
[1] https://twitter.com/texasbaseball/status/1248986954919796741
[1] https://twitter.com/super70ssports/status/1249434469758644224
[1] https://twitter.com/JermaineDye/status/1249487007518056448
[1] https://www.sciencedirect.com/science/article/abs/pii/S0010482518302841
[1] https://www.sciencedirect.com/science/article/abs/pii/S0148296320302010
[1] https://www.youtube.com/watch?v=hUeKvGx4APQ&feature=youtu.be

[1] https://www.instagram.com/p/B_A6U_9hpIX/?igshid=j99jstxmk142
[1] https://www.medscape.com/viewarticle/928615?src=wnl_edit_tpal&uac=172006AT&impID=2347734&faf=1
[1] https://twitter.com/MLBcathedrals/status/1250814044619104256

Top URLs in Tweet in G7:
[1] https://twitter.com/super70ssports/status/1249434469758644224

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[171] cws
[34] baseball
[17] wcws
[17] msp
[16] onthisday
[14] mlb
[14] topps
[13] nelsonhall
[12] neat
[9] lsu



Top Hashtags in Tweet in G1:
[28] cws
[18] baseball
[4] gbr
[4] regionals
[3] wildcats
[2] sundevils
[2] tigers
[2] hogs
[2] bearcats
[2] terps

Top Hashtags in Tweet in G2:
[18] cws
[17] msp
[13] nelsonhall
[12] neat
[3] contingentworkforce
[1] hr
[1] sourcing
[1] workforce
[1] tech
[1] solutions

Top Hashtags in Tweet in G3:
[18] cws
[17] wcws

Top Hashtags in Tweet in G4:
[18] cws
[4] cwş
[2] vermont
[2] celebrity
[1] rosenblatt
[1] 2005worldseries
[1] affectivecomputing
[1] bci
[1] mondaymotivaton
[1] stayhomestaysafe

Top Hashtags in Tweet in G5:
[15] cws
[1] throwbackthursday

Top Hashtags in Tweet in G6:
[12] onthisday
[11] cws
[2] worldseries
[1] diablos

Top Hashtags in Tweet in G7:
[14] cws

Top Hashtags in Tweet in G8:
[14] mlb
[14] baseball
[14] topps
[8] cws
[7] joseabreu
[7] luiscastillo
[7] mookiebetts
[7] eduardoescobar
[7] dodgers
[7] diamondbacks

Top Hashtags in Tweet in G9:
[8] cws
[7] lsu
[1] staycation

Top Hashtags in Tweet in G10:
[4] onthisday
[1] cws
[1] semspeed
[1] thisisendurance
[1] seat
[1] peugeot

Top Words
Top Words in Tweet in Entire Graph:
[113] Words in Sentiment List#1: Positive
[38] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4174] Non-categorized Words
[4325] Total Words
[171] #cws
[34] #baseball
[25] next
[23] week's
[23] secnetwork

Top Words in Tweet in G1:
[28] #cws
[19] regional
[18] #baseball
[6] supermegacws
[5] game
[5] husker_baseball
[5] ohiostatebase
[4] over
[4] #gbr
[4] #regionals

Top Words in Tweet in G2:
[18] #cws
[17] #msp
[15] nikkie_nh
[14] nhinsight
[13] #nelsonhall
[12] #neat
[12] vendors
[10] weareams
[9] congratulations
[9] comments

Top Words in Tweet in G3:
[23] secnetwork
[22] mark
[22] calendars
[22] next
[22] week's
[22] programming
[22] highlights
[22] sec
[20] espnpr
[18] #cws

Top Words in Tweet in G4:
[18] #cws
[4] #cwş
[3] stadium
[2] miss
[2] #vermont
[2] ハウジング
[2] many
[2] time
[2] tüketmek
[2] bir

Top Words in Tweet in G5:
[15] #cws
[11] anyone
[11] invented
[11] time
[11] travel
[11] tdameritradeprk
[3] secret
[3] menu
[3] clemsonbaseball
[3] record

Top Words in Tweet in G6:
[13] college
[13] baseball
[12] #onthisday
[11] #cws
[9] stitch_head
[9] st
[8] 1977
[8] make
[7] varitek
[7] siu_baseball

Top Words in Tweet in G7:
[14] greatest
[14] play
[14] canesbaseball
[14] lock
[14] bullpen
[14] dugout
[14] bat
[14] girls
[14] sell
[14] #cws

Top Words in Tweet in G8:
[14] #mlb
[14] #baseball
[14] #topps
[11] dee_black_mma_
[8] #cws
[7] top
[7] 100
[7] players
[7] #joseabreu
[7] #luiscastillo

Top Words in Tweet in G9:
[8] #cws
[8] biggest
[8] sports
[8] regret
[7] emilyvdixon
[7] never
[7] going
[7] rosenblatt
[7] especially
[7] graduated

Top Words in Tweet in G10:
[5] pole
[4] #onthisday
[4] 2017
[4] monlaurepsol
[4] took
[4] first
[4] european
[4] round
[4] tce
[4] 24h

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] mark,calendars
[22] calendars,next
[22] next,week's
[22] week's,secnetwork
[22] secnetwork,programming
[22] programming,highlights
[20] espnpr,mark
[17] #wcws,mondays
[17] mondays,#cws
[17] college,baseball

Top Word Pairs in Tweet in G1:
[10] #cws,#baseball
[3] takes,game
[2] college,park
[2] park,regional
[2] regional,terpsbaseball
[2] terpsbaseball,razorbackbsb
[2] razorbackbsb,iowaathletics
[2] iowaathletics,gobearcatsbase
[2] gobearcatsbase,#cws
[2] #cws,#hogs

Top Word Pairs in Tweet in G2:
[13] #msp,#cws
[9] nikkie_nh,comments
[9] comments,below
[9] #neat,recognition
[7] nhinsight,congratulations
[6] vendors,evaluated
[6] evaluated,weareams
[6] weareams,allegisglobal
[6] allegisglobal,helloavencia
[6] helloavencia,guidant_global

Top Word Pairs in Tweet in G3:
[22] mark,calendars
[22] calendars,next
[22] next,week's
[22] week's,secnetwork
[22] secnetwork,programming
[22] programming,highlights
[20] espnpr,mark
[17] #wcws,mondays
[17] mondays,#cws
[16] highlights,sec

Top Word Pairs in Tweet in G4:
[2] #celebrity,woodsman

Top Word Pairs in Tweet in G5:
[11] anyone,invented
[11] invented,time
[11] time,travel
[11] travel,#cws
[10] tdameritradeprk,anyone
[3] secret,menu
[2] south,carolina

Top Word Pairs in Tweet in G6:
[13] college,baseball
[12] #onthisday,college
[9] stitch_head,#onthisday
[8] make,#cws
[7] baseball,1977
[7] 1977,siu_baseball
[7] siu_baseball,beats
[7] beats,indiana
[7] indiana,st
[7] st,kick

Top Word Pairs in Tweet in G7:
[14] greatest,play
[14] play,canesbaseball
[14] canesbaseball,lock
[14] lock,bullpen
[14] bullpen,dugout
[14] dugout,bat
[14] bat,girls
[14] girls,sell
[14] sell,#cws
[13] espnmcgee,greatest

Top Word Pairs in Tweet in G8:
[14] #mlb,#baseball
[10] #topps,#mlb
[7] top,100
[7] 100,players
[7] players,#topps
[7] #baseball,#joseabreu
[7] #joseabreu,#luiscastillo
[7] #luiscastillo,#mookiebetts
[7] #mookiebetts,#eduardoescobar
[7] #eduardoescobar,#dodgers

Top Word Pairs in Tweet in G9:
[8] biggest,sports
[8] sports,regret
[7] regret,never
[7] never,going
[7] going,rosenblatt
[7] rosenblatt,#cws
[7] #cws,especially
[7] especially,graduated
[7] graduated,#lsu
[7] #lsu,2009

Top Word Pairs in Tweet in G10:
[4] #onthisday,2017
[4] 2017,monlaurepsol
[4] monlaurepsol,took
[4] took,pole
[4] pole,first
[4] first,european
[4] european,round
[4] round,tce
[4] tce,24h
[4] 24h,series

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@secnetwork
@espnpr
@canesbaseball
@nikkie_nh
@nhinsight
@espnmcgee
@tdameritradeprk
@dee_black_mma_
@weareams
@stitch_head

Top Mentioned in G1:
@supermegacws
@ohiostatebase
@husker_baseball
@terpsbaseball
@ukbaseball
@hailstatebb
@lsubaseball
@asubaseball
@razorbackbsb
@iowaathletics

Top Mentioned in G2:
@nikkie_nh
@nhinsight
@weareams
@kellyocg
@allegisglobal
@helloavencia
@guidant_global
@thisislorien
@nextsource
@pontoonsolution

Top Mentioned in G3:
@secnetwork
@espnpr
@jdarteaga33

Top Mentioned in G5:
@tdameritradeprk
@levyrestaurants
@stitch_head
@clemsonbaseball
@ncaacws

Top Mentioned in G6:
@stitch_head
@siu_baseball
@gtbaseball
@redsox
@lbdirtbags
@calstatelabb

Top Mentioned in G7:
@canesbaseball
@espnmcgee

Top Mentioned in G8:
@dee_black_mma_

Top Mentioned in G9:
@emilyvdixon
@lsubaseball
@kendanhill

Top Mentioned in G10:
@monlaurepsol
@24hseries
@magnycourstrack
@ginettacars
@jmlittman
@albacanoramirez

Top Tweeters
Top Tweeters in Entire Graph:
@jhwalz32
@ladyj5569
@devans00
@theseventhbrat
@jonathanfarris0
@tvselm
@redsox
@espnmcgee
@peterburnsespn
@fanduel

Top Tweeters in G1:
@hailstatebb
@ncstatebaseball
@cuse
@vol_baseball
@beaverbaseball
@illinois_alma
@gatorsbb
@nu_sports
@olemissbsb
@vandyboys

Top Tweeters in G2:
@techie_wiz
@nhinsight
@pontoonsolution
@garyb_nh
@allegisglobal
@kellyocg
@weareams
@guidant_global
@erennie_
@cwssummit

Top Tweeters in G3:
@jonathanfarris0
@peterburnsespn
@kelsslynne
@brooksad
@secnetwork
@vpezzuolo
@dennismckendree
@itsannanegron
@thereal_gr3
@espnpr

Top Tweeters in G4:
@lrepp33
@bhollandsports
@cliffbruntap
@relat_jp
@tylercreed00
@kosscountry
@aqlf8rlcair6uua
@hci_lab
@csatfrank
@newkidne

Top Tweeters in G5:
@justinlcooke
@blakeybaseball2
@clemsonbaseball
@youngpbp
@ncaacws
@coach_garcia22
@hwiley9098
@levyrestaurants
@art_renee
@susangreene2

Top Tweeters in G6:
@redsox
@gtbaseball
@paxtonguy1
@siu_baseball
@lbdirtbags
@harirva
@stitch_head
@white_sox_elite
@gigimrsc
@whiskeclear

Top Tweeters in G7:
@jhwalz32
@espnmcgee
@lovingnascar9
@canesbaseball
@bessiehyde
@flymingo3
@fahnders
@cpj5652
@kellymplatz
@notttim

Top Tweeters in G8:
@tvselm
@saullopeztv
@friendswuthben1
@theexec07956290
@fatandugly316
@dee_black_mma_
@poison88idk
@muazmbm_maaz
@nicolejackscn
@mbm_zz

Top Tweeters in G9:
@thekingofnola
@kendanhill
@miltonmjseg76
@lsubaseball
@kelian_ne
@briankrejci
@emilyvdixon
@magee_jason
@sammy_cart
@michaeljbsmith1

Top Tweeters in G10:
@n24keiyo
@dtm_green_fan
@ginettacars
@24hseries
@ferran122
@monlaurepsol
@albacanoramirez
@magnycourstrack
@jmlittman


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