#cws, Twitter, 11/10/2019 10:33:49 AM, 215961


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#cws_2019-11-10_02-31-29.xlsx
#cws_2019-11-10_02-31-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 10, 2019
Short Description:
#cws via NodeXL http://bit.ly/34Ojr4J
@vucommodores
@vandyboys
@ncaacws
@bradwphoto
@ne_in_photos
@yonkers_racing
@sportscardbot
@nlbmprez
@ech816
@samuelkingnews

Top hashtags:
#cws
#vandyboys
#cwsaplusa
#aplusa2019
#topps
#retech
#eloyjimenez
#chicagowhitesox

Description:
Description
The graph represents a network of 165 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, 10 November 2019 at 10:31 UTC.

The requested start date was Sunday, 10 November 2019 at 01:01 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, 9-hour, 51-minute period from Sunday, 27 October 2019 at 02:43 UTC to Saturday, 09 November 2019 at 12:35 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 : 165
Unique Edges : 184
Edges With Duplicates : 46
Total Edges : 230
Number of Edge Types : 3
Mentions : 170
Replies to : 9
Tweet : 51
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0496894409937888
Reciprocated Edge Ratio : 0.0946745562130177
Connected Components : 40
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 76
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.70267
Graph Density : 0.00624538063562454
Modularity : 0.7006
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 165 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, 10 November 2019 at 10:31 UTC.

The requested start date was Sunday, 10 November 2019 at 01:01 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, 9-hour, 51-minute period from Sunday, 27 October 2019 at 02:43 UTC to Saturday, 09 November 2019 at 12:35 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] http://boydsworld.com/25/25years.html
[3] https://84cards.ecrater.com/p/35097097/2019-topps-holiday-eloy-jimenez-no
[2] http://r.socialstudio.radian6.com/9c608136-eb64-42f4-951f-36cca214032c
[2] https://www.youtube.com/watch?v=0P-HP4vO9QE&feature=youtu.be

[2] https://www.cws.com/en-IE/news/aplusa-2019-11-05
[2] http://www.ourcws.com
[2] https://www.syrianews.cc/testing-credibility-on-syria-not-while-suspension-of-disbelief-exists/
[1] http://alexandermannsolutions.com/alexander-mann-solutions-live/toward-a-total-talent-future
[1] https://www.instagram.com/p/B4m1Mpdjl_G/?igshid=tqgs47c7a0s6
[1] https://www.cws.com/de-DE/news/aplusa-2019-11-05

Top URLs in Tweet in G2:
[1] https://www.instagram.com/p/B4JCvjlJlTC/?igshid=12uc3km0bsqju
[1] http://echlinsports.com/vanderbilt-baseball-gets-history-lesson/

Top URLs in Tweet in G3:
[3] https://84cards.ecrater.com/p/35097097/2019-topps-holiday-eloy-jimenez-no

Top URLs in Tweet in G4:
[1] https://cellularwindowshades.com/
[1] https://twitter.com/secsportstalkcf/status/1189353885942603776
[1] https://www.instagram.com/p/B4m1Mpdjl_G/?igshid=tqgs47c7a0s6

Top URLs in Tweet in G5:
[1] https://twitter.com/abrock1/status/1190503725283991552
[1] https://twitter.com/a9b8111839d54df/status/1193020889551392768

Top URLs in Tweet in G10:
[1] http://alexandermannsolutions.com/alexander-mann-solutions-live/toward-a-total-talent-future

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[156] cws
[35] vandyboys
[10] cwsaplusa
[8] aplusa2019
[8] topps
[8] retech
[7] eloyjimenez
[7] chicagowhitesox
[7] prospect
[7] josesbreu



Top Hashtags in Tweet in G1:
[29] cws
[29] vandyboys
[1] anchordown

Top Hashtags in Tweet in G2:
[21] cws
[4] vandyboys
[1] kansascity
[1] anchordown
[1] roadtoomaha

Top Hashtags in Tweet in G3:
[17] cws
[8] topps
[7] eloyjimenez
[7] chicagowhitesox
[7] prospect
[7] josesbreu
[6] josequintana
[6] chicagocubs
[3] trade
[3] whitesox

Top Hashtags in Tweet in G4:
[15] cws
[8] retech
[4] uv
[4] mimaki
[4] mj2
[4] myjet
[4] printer
[4] mesinmimaki
[4] mesinprinting
[4] mimakiindonesia

Top Hashtags in Tweet in G5:
[4] cws
[4] businessasusual
[3] sprintbusiness
[2] businessinretail
[2] makingtheban

Top Hashtags in Tweet in G6:
[1] cws
[1] leadwaycapitalandtrusts
[1] lct
[1] leadwaycapital
[1] leadway
[1] capital
[1] trusts
[1] estateplanning

Top Hashtags in Tweet in G7:
[2] michaeljackson
[1] music
[1] fans
[1] leavingneverland
[1] journo
[1] mjfan
[1] cws

Top Hashtags in Tweet in G8:
[5] cws

Top Hashtags in Tweet in G9:
[2] omaha
[2] cws
[2] aerial
[2] skyline
[1] baseball
[1] helicopter

Top Hashtags in Tweet in G10:
[4] totaltalent
[3] tech
[1] contingentwork
[1] talentmix
[1] cws
[1] contingent
[1] gig
[1] research
[1] talenttrends

Top Words
Top Words in Tweet in Entire Graph:
[129] Words in Sentiment List#1: Positive
[20] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3437] Non-categorized Words
[3586] Total Words
[155] #cws
[37] back
[35] #vandyboys
[32] during
[30] mentions

Top Words in Tweet in G1:
[29] mentions
[29] during
[29] #cws
[29] #vandyboys
[29] back
[29] action
[29] against
[29] michigan
[29] sunday
[29] noon

Top Words in Tweet in G2:
[21] #cws
[10] ncaacws
[10] college
[7] vandyboys
[6] baseball
[4] #vandyboys
[4] champions
[4] night
[4] 1
[4] oregon

Top Words in Tweet in G3:
[17] #cws
[11] yonkers_racing
[8] #topps
[7] fans
[7] #eloyjimenez
[7] #chicagowhitesox
[7] #prospect
[7] #josesbreu
[6] cubs
[6] feel

Top Words in Tweet in G4:
[15] #cws
[8] #retech
[5] ðÿ
[4] #uv
[4] #mimaki
[4] #mj2
[4] #myjet
[4] #printer
[4] #mesinmimaki
[4] #mesinprinting

Top Words in Tweet in G5:
[8] ðÿ
[7] new
[4] #cws
[4] #businessasusual
[4] elisprint
[3] thank
[3] team
[3] #sprintbusiness
[3] abrock1
[2] a9b8111839d54df

Top Words in Tweet in G6:
[8] recognise
[8] customers
[8] clientele
[8] through
[8] years
[8] committed
[8] serving
[7] leadwaycapital1

Top Words in Tweet in G7:
[2] tashawithatea
[2] didimond
[2] madonna
[2] barbrastreisand
[2] dianaross
[2] wow
[2] tasha
[2] #michaeljackson
[2] fanbase
[2] seem

Top Words in Tweet in G8:
[6] learning
[5] hwdsb
[5] canadian
[5] world
[5] studies
[5] #cws
[4] educators
[4] ready
[4] fantastic
[4] day

Top Words in Tweet in G9:
[2] beautiful
[2] sight
[2] #omaha
[2] #cws
[2] omahachamber
[2] wedontcoast
[2] ncaacws
[2] whitebluereview
[2] omaha_scanner
[2] #aerial

Top Words in Tweet in G10:
[4] #totaltalent
[3] #tech
[3] important
[3] hammerannie
[3] explains
[3] using
[3] evidence
[3] research
[3] sianalysts
[3] read

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[33] #cws,#vandyboys
[32] during,#cws
[30] mentions,during
[30] #vandyboys,back
[30] back,action
[30] action,against
[30] against,michigan
[30] michigan,sunday
[30] sunday,noon
[30] noon,free

Top Word Pairs in Tweet in G1:
[29] mentions,during
[29] during,#cws
[29] #cws,#vandyboys
[29] #vandyboys,back
[29] back,action
[29] action,against
[29] against,michigan
[29] michigan,sunday
[29] sunday,noon
[29] noon,free

Top Word Pairs in Tweet in G2:
[6] college,baseball
[4] oregon,state
[4] state,top
[4] top,college
[4] baseball,once
[4] once,again
[4] again,#cws
[4] college,world
[4] world,series
[4] series,#cws

Top Word Pairs in Tweet in G3:
[7] #cws,#chicagowhitesox
[7] #josesbreu,#topps
[7] #topps,#cws
[6] cubs,fans
[6] fans,feel
[6] feel,trade
[6] trade,now
[6] now,#josequintana
[6] #josequintana,#eloyjimenez
[6] #eloyjimenez,#chicagocubs

Top Word Pairs in Tweet in G4:
[4] #mimaki,#mj2
[4] #mj2,#myjet
[4] #myjet,#cws
[4] #cws,#printer
[4] #printer,#retech
[4] #retech,#mesinmimaki
[4] #mesinmimaki,#mesinprinting
[4] #mesinprinting,#mimakiindonesia
[4] #mimakiindonesia,#pamerean
[4] #pamerean,#pameranprinting

Top Word Pairs in Tweet in G5:
[4] ðÿ,ðÿ
[2] #sprintbusiness,#businessinretail
[2] #businessinretail,#businessasusual
[2] #makingtheban,making
[2] making,moves
[2] moves,abrock1
[2] abrock1,see
[2] see,youðÿ
[2] youðÿ,ðÿ
[2] ðÿ,new

Top Word Pairs in Tweet in G6:
[8] recognise,customers
[8] customers,clientele
[8] clientele,through
[8] through,years
[8] years,committed
[8] committed,serving
[7] leadwaycapital1,recognise

Top Word Pairs in Tweet in G7:
[2] tashawithatea,didimond
[2] didimond,madonna
[2] madonna,barbrastreisand
[2] barbrastreisand,dianaross
[2] dianaross,wow
[2] wow,tasha
[2] tasha,#michaeljackson
[2] #michaeljackson,fanbase
[2] fanbase,seem
[2] seem,deserve

Top Word Pairs in Tweet in G8:
[5] canadian,world
[5] world,studies
[4] studies,educators
[4] educators,ready
[4] ready,fantastic
[4] fantastic,day
[4] day,learning
[4] learning,hwdsb
[4] hwdsb,#cws
[4] #cws,mszsiros

Top Word Pairs in Tweet in G9:
[2] beautiful,sight
[2] sight,#omaha
[2] #omaha,#cws
[2] #cws,omahachamber
[2] omahachamber,wedontcoast
[2] wedontcoast,ncaacws
[2] ncaacws,whitebluereview
[2] whitebluereview,omaha_scanner
[2] omaha_scanner,#aerial
[2] #aerial,#skyline

Top Word Pairs in Tweet in G10:
[3] #tech,important
[3] important,#totaltalent
[3] #totaltalent,hammerannie
[3] hammerannie,explains
[3] explains,using
[3] using,evidence
[3] evidence,research
[3] research,sianalysts
[3] sianalysts,read
[2] weareams,#tech

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@vucommodores
@ncaacws
@yonkers_racing
@vandyboys
@leadwaycapital1
@cws_monaco
@hwdsb
@mszsiros
@mrjallison
@elisprint

Top Mentioned in G1:
@vucommodores

Top Mentioned in G2:
@ncaacws
@vandyboys
@owhsports
@gregechlin
@nlbmp
@fsubaseball
@vucommodores
@ech816
@nlbmprez
@marlins

Top Mentioned in G3:
@yonkers_racing
@84baseballcards
@hobbyconnector
@onreplin

Top Mentioned in G4:
@shasha_kele

Top Mentioned in G5:
@elisprint
@abrock1
@cazares_noelia
@jamesleewc
@andremoore08

Top Mentioned in G6:
@leadwaycapital1

Top Mentioned in G7:
@didimond
@madonna
@barbrastreisand
@dianaross
@anarray
@tashawithatea

Top Mentioned in G8:
@hwdsb
@mszsiros
@mrjallison
@bwoof
@siriovacca

Top Mentioned in G9:
@omahachamber
@wedontcoast
@ncaacws
@whitebluereview
@omaha_scanner
@bradwphoto

Top Mentioned in G10:
@hammerannie
@sianalysts
@weareams

Top Tweeters
Top Tweeters in Entire Graph:
@vandy_62
@mlb
@nlbmprez
@msstbaseballfan
@warehouse1987
@marlins
@justbeavit
@leftybotty
@t_j_rice
@alphazeichen

Top Tweeters in G1:
@vandy_62
@warehouse1987
@alonzocwright
@cmahaffeyvu
@thatboykyle19
@aarayah87
@jakirby89
@vucommodores
@josht_jackson6
@coach_garcia22

Top Tweeters in G2:
@nlbmprez
@marlins
@justbeavit
@t_j_rice
@lucasaguilar247
@fsubaseball
@owhsports
@vandyboys
@ncaacws
@_adrianrs28

Top Tweeters in G3:
@hobbyconnector
@sportscardbot
@yonkers_racing
@tanab888
@topshottazulu
@onreplin
@juicyninaxoxo
@yuliiinaah
@84baseballcards
@lovesharlyyn

Top Tweeters in G4:
@shasha_kele
@dsports24
@capitalws
@benefielddrew
@kendalltedwards
@ca
@abwmfoundation_
@cellularshades
@mimaki_shop
@kush_taylor17

Top Tweeters in G5:
@otafoya10
@jamesleewc
@elisprint
@cazares_noelia
@andremoore08
@abrock1
@a9b8111839d54df

Top Tweeters in G6:
@naijafuture2
@jokerframe1
@moneymentions
@leadwaycapital1
@b_a_y_o2019
@ng_nulae
@intensepearl

Top Tweeters in G7:
@tashawithatea
@didimond
@madonna
@barbrastreisand
@anarray
@wackostans
@dianaross

Top Tweeters in G8:
@hwdsb
@dundas_valleyss
@bwoof
@mszsiros
@mrjallison
@siriovacca

Top Tweeters in G9:
@whitebluereview
@omaha_scanner
@omahachamber
@bradwphoto
@wedontcoast
@ne_in_photos

Top Tweeters in G10:
@mark_yohn
@weareams
@sianalysts
@hammerannie
@recruitingczar


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