WBA, Twitter, 6/5/2020 7:33:19 PM, 228820


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WBA_2020-06-05_09-27-13.xlsx
WBA_2020-06-05_09-27-13.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 05, 2020
Short Description:
WBA via NodeXL https://bit.ly/3gRaD4O
@wba
@daniel_wba
@between_tl
@wba_bbk21
@ifltv
@michaelbensonn
@hardfoulnetwork
@steveboxman
@bernardneequaye
@pieandbov

Top hashtags:
#wba
#blackouttuesday
#lufc
#blacklivesmatter
#avfc
#baggies
#westbromwichalbion
#football

Description:
Description
The graph represents a network of 13,908 Twitter users whose recent tweets contained "WBA", 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 June 2020 at 16:39 UTC.

The tweets in the network were tweeted over the 3-day, 2-hour, 24-minute period from Tuesday, 02 June 2020 at 14:02 UTC to Friday, 05 June 2020 at 16:26 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 : 13908
Unique Edges : 20372
Edges With Duplicates : 8673
Total Edges : 29045
Number of Edge Types : 5
Retweet : 8436
Replies to : 5313
MentionsInRetweet : 3672
Tweet : 3284
Mentions : 8340
Self-Loops : 3318
Reciprocated Vertex Pair Ratio : 0.0262882748319642
Reciprocated Edge Ratio : 0.0512298064328336
Connected Components : 1949
Single-Vertex Connected Components : 1560
Maximum Vertices in a Connected Component : 10797
Maximum Edges in a Connected Component : 25627
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.788518
Graph Density : 0.000106571987850018
Modularity : 0.496581
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 13,908 Twitter users whose recent tweets contained "WBA", 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 June 2020 at 16:39 UTC.

The tweets in the network were tweeted over the 3-day, 2-hour, 24-minute period from Tuesday, 02 June 2020 at 14:02 UTC to Friday, 05 June 2020 at 16:26 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 : TwitterSearch
Graph Term : WBA
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:
[815] https://twitter.com/WBA/status/1267784912268079105
[496] https://twitter.com/wba/status/1267784912268079105
[149] https://www.wba.co.uk/news/2020/june/a-message-from-chris-brunt/
[137] https://twitter.com/wba/status/1268573147126775808
[115] https://twitter.com/wba/status/1268577745845596166
[113] https://twitter.com/WBA/status/1268573147126775808
[105] https://twitter.com/wba/status/1268626324182056960
[83] https://twitter.com/WBA/status/1268577745845596166
[47] https://twitter.com/wba/status/1268611224809455618
[47] https://twitter.com/WBA/status/1268626324182056960

Top URLs in Tweet in G1:
[83] https://twitter.com/WBA/status/1267784912268079105
[70] https://www.wba.co.uk/news/2020/june/a-message-from-chris-brunt/
[45] https://twitter.com/wba/status/1267784912268079105
[20] https://twitter.com/wba/status/1268573147126775808
[18] https://twitter.com/wba/status/1268626324182056960
[16] https://twitter.com/WBA/status/1268573147126775808
[15] https://twitter.com/wba/status/1268577745845596166
[14] https://twitter.com/WBA/status/1268577745845596166
[9] https://twitter.com/wba/status/1268611224809455618
[9] https://twitter.com/applessquabble/status/1267798354429448192

Top URLs in Tweet in G2:
[68] https://www.wba.co.uk/news/2020/june/a-message-from-chris-brunt/
[43] https://twitter.com/WBA/status/1268573147126775808
[41] https://twitter.com/wba/status/1268573147126775808
[40] https://twitter.com/wba/status/1268577745845596166
[28] https://twitter.com/wba/status/1268626324182056960
[26] https://twitter.com/WBA/status/1268577745845596166
[23] https://twitter.com/WBA/status/1267784912268079105
[18] https://twitter.com/wba/status/1268521403046903810
[16] https://www.expressandstar.com/sport/football/west-bromwich-albion/2020/06/02/baggies-praised-after-hitting-back-at-fan-who-criticised-the-clubs-move-to-support-george-floyd-campaign/
[15] https://twitter.com/WBA/status/1268521403046903810

Top URLs in Tweet in G3:
[588] https://twitter.com/WBA/status/1267784912268079105
[373] https://twitter.com/wba/status/1267784912268079105
[57] https://twitter.com/wba/status/1268573147126775808
[48] https://twitter.com/wba/status/1268626324182056960
[44] https://twitter.com/wba/status/1268577745845596166
[41] https://twitter.com/WBA/status/1268573147126775808
[35] https://twitter.com/WBA/status/1268577745845596166
[27] https://twitter.com/wba/status/1268611224809455618
[24] https://twitter.com/WBA/status/1268626324182056960
[15] https://twitter.com/WBA/status/1267782065560395777

Top URLs in Tweet in G4:
[2] https://twitter.com/WBA/status/1267784912268079105

Top URLs in Tweet in G5:
[40] http://bettingbestodds.co.uk/
[13] https://www.standard.co.uk/news/uk/protests-downing-street-riot-police-antiracism-a4459251.html
[7] https://twitter.com/daniel_wba/status/1268446801046233089?s=20
[5] https://twitter.com/WBA/status/1268573147126775808
[5] https://twitter.com/wba/status/1268573147126775808
[5] https://www.youtube.com/watch?v=wo3hB3WS_xw&feature=youtu.be

[4] https://twitter.com/wba/status/1267784912268079105
[4] https://twitter.com/WBA/status/1267784912268079105
[2] https://twitter.com/danlevene/status/1268300175627321344
[2] https://twitter.com/ezidi2/status/1268161109879664641

Top URLs in Tweet in G6:
[1] https://twitter.com/markgoldbridge/status/1268279861359108096
[1] https://twitter.com/WBA/status/1268573147126775808
[1] https://twitter.com/wba/status/1268183491881156610
[1] https://twitter.com/WBA/status/1267784912268079105
[1] https://twitter.com/WBA/status/1267782065560395777
[1] https://twitter.com/Oddschanger/status/1267809808045891586
[1] https://twitter.com/wba/status/1268611224809455618

Top URLs in Tweet in G7:
[7] https://twitter.com/WBA/status/1267784912268079105
[5] https://twitter.com/wba/status/1267784912268079105
[2] https://www.youtube.com/watch?v=iT5EUlk-RHQ&feature=youtu.be

[1] https://twitter.com/WBA/status/1268626324182056960
[1] https://twitter.com/wba/status/1268577745845596166
[1] https://twitter.com/skysportsnews/status/1268609777862610944
[1] https://www.youtube.com/watch?v=SSH5EY-W5oM


Top URLs in Tweet in G9:
[3] https://twitter.com/WBA/status/1267784912268079105
[2] https://twitter.com/NaijaArsenal/status/1267844127179395076?s=19
[1] https://twitter.com/arsenal/status/1267803162112659460?s=21
[1] https://twitter.com/WBA/status/1268573147126775808
[1] https://twitter.com/WBA/status/1268577745845596166
[1] https://en.wikipedia.org/wiki/Black_Like_Me
[1] https://twitter.com/wba/status/1267784912268079105
[1] https://www.youtube.com/watch?v=D1J-lGwHlJc&app=desktop

[1] http://on.Football

Top URLs in Tweet in G10:
[3] https://twitter.com/WBA/status/1267784912268079105
[1] https://www.wba.co.uk/news/2020/june/a-message-from-chris-brunt/
[1] https://journalistsresource.org/studies/government/criminal-justice/deaths-police-custody-united-states/
[1] https://www.youtube.com/watch?v=VDd5GlrgvsE&feature=youtu.be

[1] https://www.youtube.com/watch?v=vksEJR9EPQ8&feature=youtu.be

[1] https://hbswk.hbs.edu/item/minorities-who-whiten-job-resumes-get-more-interviews
[1] https://twitter.com/WBA/status/1267784912268079105?s=19
[1] https://www.vox.com/2016/7/11/12136140/black-all-lives-matter

Top Domains
Top Domains in Tweet in Entire Graph:
[2564] twitter.com
[392] co.uk
[73] youtube.com
[31] expressandstar.com
[12] instagram.com
[10] fondazionefico.org
[9] communicatoremail.com
[8] police.uk
[8] buzzsprout.com
[8] citisportsonline.com

Top Domains in Tweet in G1:
[372] twitter.com
[78] co.uk
[3] instagram.com
[3] tspncalcio.com
[2] ebay.com
[2] facebook.com
[1] twimg.com
[1] sharepoint.com
[1] wordpress.com
[1] com.br

Top Domains in Tweet in G2:
[404] twitter.com
[166] co.uk
[29] expressandstar.com
[10] youtube.com
[8] communicatoremail.com
[8] buzzsprout.com
[7] otbfootball.net
[6] theathletic.com
[2] skysports.com
[1] sky.com

Top Domains in Tweet in G3:
[1361] twitter.com
[26] co.uk
[9] youtube.com
[7] robinhood.com
[5] instagram.com
[5] invacio.com
[4] spotify.com
[4] com.au
[4] marketbeat.com
[4] shortvolumes.com

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[73] twitter.com
[58] co.uk
[7] youtube.com
[4] police.uk
[2] gov.uk
[2] org.uk
[1] trib.al
[1] sky.com
[1] bitly.ws
[1] audioboom.com

Top Domains in Tweet in G6:
[7] twitter.com

Top Domains in Tweet in G7:
[15] twitter.com
[3] youtube.com

Top Domains in Tweet in G9:
[9] twitter.com
[1] wikipedia.org
[1] youtube.com
[1] on.football

Top Domains in Tweet in G10:
[4] twitter.com
[2] youtube.com
[1] co.uk
[1] journalistsresource.org
[1] hbs.edu
[1] vox.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1638] wba
[922] blackouttuesday
[161] lufc
[145] blacklivesmatter
[83] avfc
[61] baggies
[49] westbromwichalbion
[45] football
[44] efl
[41] legend



Top Hashtags in Tweet in G1:
[757] blackouttuesday
[96] wba
[67] blacklivesmatter
[47] westbromwichalbion
[39] togetherwearestronger
[36] respect
[35] football
[13] blacklivesmattter
[12] legend
[9] blackoutday

Top Hashtags in Tweet in G2:
[1103] wba
[109] lufc
[55] blackouttuesday
[53] avfc
[51] baggies
[35] brothers
[32] unit
[26] albionfamily
[25] efl
[24] brunt

Top Hashtags in Tweet in G3:
[161] wba
[17] westbrom
[16] blacklivesmatter
[12] avfc
[8] swfc
[7] wbafc
[7] coyb
[7] bcfc
[7] teva
[7] spce

Top Hashtags in Tweet in G4:
[7] blackouttuesday

Top Hashtags in Tweet in G5:
[25] hydeparkprotest
[24] wba
[10] justiceforellie
[6] justiceforelliewilliams
[6] blacklivesmatter
[4] londonriots
[2] efl
[2] coronaisnotajoke
[2] covid19
[2] nhs

Top Hashtags in Tweet in G6:
[9] blackouttuesday
[4] wba
[1] brunty

Top Hashtags in Tweet in G7:
[26] blackouttuesday
[18] lufc
[2] wba
[1] efl
[1] myclub
[1] tigerthundermma
[1] anthonythetigercruz
[1] teamrenzogracie
[1] boxing
[1] kickboxing

Top Hashtags in Tweet in G9:
[6] blacklivesmatter
[5] blackouttuesday
[4] wba
[2] lufc
[1] blacksout
[1] alllivesmatter
[1] sexism

Top Hashtags in Tweet in G10:
[5] blackouttuesday
[2] blacklivesmatteruk
[1] justiceforgeorgefloyd
[1] owngoal
[1] diggingahole

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[4240] wba
[1595] 80seight
[820] well
[763] #blackouttuesday
[513] done
[498] club
[491] brunt
[488] chris
[414] legend
[376] olé

Top Words in Tweet in G2:
[1530] #wba
[1390] wba
[664] brunt
[609] chris
[488] legend
[456] club
[355] west
[304] olé
[299] brunty
[291] albion

Top Words in Tweet in G3:
[237] wba
[161] #wba
[158] west
[121] brom
[120] club
[84] legend
[56] albion
[54] brunt
[51] well
[51] left

Top Words in Tweet in G4:
[500] wba
[488] love
[8] patricktimmons1
[7] #blackouttuesday
[4] olé

Top Words in Tweet in G5:
[167] wba
[138] daniel_wba
[90] football
[75] people
[70] police
[65] back
[63] lufc
[59] over
[53] last
[52] manutd

Top Words in Tweet in G6:
[439] wba
[404] response
[400] strong
[32] oddschanger
[9] #blackouttuesday
[5] club
[4] 80seight
[4] one
[4] million
[4] #wba

Top Words in Tweet in G7:
[365] wba
[308] 80seight
[125] club
[113] history
[112] imagine
[110] knowing
[52] tezilyas
[36] bumpergraham
[29] bertaw
[27] #blackouttuesday

Top Words in Tweet in G8:
[428] wba
[428] น
[428] ม
[428] า
[428] กต
[428] วป
[214] สโมสร
[214] ทว
[214] ตข
[214] อความสน

Top Words in Tweet in G9:
[391] wba
[353] 80seight
[40] optical_boy
[38] people
[32] black
[28] club
[27] naijaarsenal
[23] season
[23] racist
[22] rossh3976_ross

Top Words in Tweet in G10:
[347] wba
[341] 80seight
[67] bantha29
[58] people
[55] black
[38] cosmickins
[36] karlbridges
[36] busby_utd
[32] lives
[31] white

Top Word Pairs
Top Word Pairs in Tweet in G2:
[861] chris,brunt
[683] west,brom
[490] olé,olé
[468] absolutely,brilliant
[452] think,agree
[282] matter,support
[271] support,think
[190] agree,absolutely
[180] brilliant,west
[148] brom,room

Top Word Pairs in Tweet in G3:
[555] west,brom
[280] left,foot
[228] west,bromwich
[152] chris,brunt
[151] well,done
[150] love,see
[150] left,peg
[150] club,legend
[150] season,ticket
[150] well,played

Top Word Pairs in Tweet in G4:
[120] love,wba
[28] patricktimmons1,wba
[27] olé,olé

Top Word Pairs in Tweet in G5:
[488] over,last
[8] premierleague,bundasliga
[3] bundasliga,manutd
[] manutd,mancity
[] mancity,spursofficial
[] spursofficial,lufc
[] lufc,unibet
[] unibet,nufc
[] nufc,wba
[] wba,westham

Top Word Pairs in Tweet in G6:
[42] strong,response
[41] response,wba
[41] oddschanger,wba
[41] ashmore87s,oddschanger
[41] wba,80seight
[41] chris,brunt
[41] brunt,legend
[41] uk,police
[41] police,killed
[41] killed,two

Top Word Pairs in Tweet in G7:
[399] wba,80seight
[399] 80seight,imagine
[31] imagine,knowing
[3] knowing,history
[3] history,club
[2] tezilyas,wba
[2] 80seight,bertaw
[2] bald,nonce
[2] bertaw,wba
[2] 80seight,bald

Top Word Pairs in Tweet in G8:
[195] กต,วป
[110] สโมสร,wba
[110] wba,ทว
[110] ทว,ตข
[110] ตข,อความสน
[45] อความสน,บสน
[29] บสน,น
[25] น,blm
[25] blm,แต
[21] แต,ม

Top Word Pairs in Tweet in G9:
[428] 80seight,wba
[214] optical_boy,80seight
[214] wba,80seight
[214] 80seight,rossh3976_ross
[214] rossh3976_ross,wba
[214] naijaarsenal,wba
[214] alextaskov,80seight
[214] black,people
[214] wba,arsenal
[214] wba,black

Top Word Pairs in Tweet in G10:
[202] 80seight,wba
[35] bantha29,80seight
[30] 80seight,cosmickins
[22] cosmickins,wba
[22] karlbridges,80seight
[20] busby_utd,bantha29
[19] cfc_arctic,bantha29
[17] black,people
[17] lives,matter
[16] carlisletom,80seight

Top Replied-To
Top Replied-To in Entire Graph:
@wba
@daniel_wba
@richardblock24
@benthetim
@busby_utd
@tomkyatom
@bron_hansen
@cfc_arctic
@alextaskov

Top Replied-To in G1:
@wba
@danohagan
@will_gill19
@futdonk
@robertmdaws
@walegates
@djwheeler07
@bryanmawrth
@kelechiafc

Top Replied-To in G2:
@wba
@matheuspereira
@ftbl_spurs_
@benfoster
@robsonkanu
@between_tl
@sooty19771
@wwfcalex_
@therainbowstand

Top Replied-To in G3:
@cateclarity7

Top Replied-To in G4:
@patricktimmons1
@wba

Top Replied-To in G5:
@daniel_wba
@wba
@leelee493
@skysportsnews
@brucevaine
@noahulery
@yumchamaru
@paddy_wba
@cathi111995
@kingofchezo_wba

Top Replied-To in G6:
@oddschanger
@wba
@mickyelemans
@jamster0504
@ashmore87s
@harper_kie
@dubbers62972631
@tallpaul_h
@robinson_matt91

Top Replied-To in G7:
@wba
@tezilyas
@callumwba6
@dazzy_deff
@rajplayer
@lfcmindset
@genericgooner
@brownh1989
@john17_clark

Top Replied-To in G9:
@wba
@alextaskov
@naijaarsenal
@optical_boy
@awaypam
@bstephell
@theheadmaster1
@scott75709636
@spfl_fan

Top Replied-To in G10:
@busby_utd
@cfc_arctic
@karlbridges
@markamackem
@wba
@thechchcharles
@kevinc016
@stanley85672566
@odillonvidal

Top Mentioned
Top Mentioned in Entire Graph:
@wba
@benjamminsax
@matheuspereira
@philhay_
@daniel_wba
@bantha29
@lufc
@manutd
@gradydiang

Top Mentioned in G1:
@wba
@troopzafc
@danohagan
@1matthewburgess
@benjamminsax
@fagsh1t2
@anarchomigrant
@callumrobinson7
@jacquioatley

Top Mentioned in G2:
@wba
@benjamminsax
@matheuspereira
@kierangibbs
@gradydiang
@talksportdrive
@marcdarcysuits
@paul_pesch
@robpaddockwba

Top Mentioned in G3:

Top Mentioned in G4:
@wba

Top Mentioned in G5:
@wba
@daniel_wba
@lufc
@manutd
@premierleague
@dcfcofficial
@nufc
@spursofficial
@mancity
@westham

Top Mentioned in G6:
@wba
@oddschanger
@ashmore87s
@bodwen
@dombowden
@50shadesfshrey
@widgetwba
@gradydiang
@footyaccums

Top Mentioned in G7:
@wba
@tezilyas
@bumpergraham
@bertaw
@darrensp76
@lfcmindset
@baggiechick
@thecadell
@bernardoooov3

Top Mentioned in G9:
@wba
@optical_boy
@rossh3976_ross
@arsenal
@spfl_fan
@buddhafantastic
@plebishcash
@naijaarsenal
@dannyboy_9

Top Mentioned in G10:
@wba
@bantha29
@cosmickins
@karlbridges
@carlisletom
@darrenjonesdj
@themoonchild044
@alwillcox
@kevinc016

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@stccare_ksa
@tesco
@thepugilistmag
@apatab
@this_vid
@lt38
@dailypoliticaln
@cloudwanderer3
@dakotafinancial

Top Tweeters in G1:
@schaax
@jayromee_
@mcrmufc
@stacey_mw_wl
@oceanevimont2
@dbigmark
@blazers_on_fire
@lbertozzi
@dappy_52
@imahmoudkamal

Top Tweeters in G2:
@bech_normand
@inceptioned
@glynis_fisher
@mailsport
@jiggyesq
@thevan
@news4buffalo
@shahanchowdhury
@lytanbabs
@chrislepkowski

Top Tweeters in G3:
@cas_2050001283
@apatab
@dailypoliticaln
@dakotafinancial
@rankingko
@ratingsnetwork
@tickeron
@chartmill
@record_portugal
@swingtradebot

Top Tweeters in G4:
@quiddity8
@yolopalisson_
@olukayblark
@malequearrasyid
@jerry3089
@narzissuz
@thepsalmx
@ahsanni_
@nba_mb
@fon_tay

Top Tweeters in G5:
@ollieglanvill
@skynews
@finnwonderland
@nonleaguecrowd
@thomasevans1984
@cnn
@emilymas_
@mervyn2518
@handsofflondon
@spoonhead8

Top Tweeters in G6:
@footyaccums
@eweredavid
@lostcomposure
@davidkerrigan96
@theydontkno_
@shakeystephens
@oddschanger
@akunusam
@omuzibuwaalu
@man_like_mufasa

Top Tweeters in G7:
@this_vid
@getvideobot
@crooow1
@hlakes_
@sidcelery
@ingeniusuc
@cutrolosophy
@cheaperipo
@tefowritesstuff
@timehin_

Top Tweeters in G8:
@saibrabra
@pparssmm
@hwang_dokz
@fhso_
@pp_sone9
@cnkxsaku
@mochipiglet
@sean_chocchip
@_mintsung
@gxskrcs

Top Tweeters in G9:
@quotedreplies
@hawt_red
@jackiehilton44
@2blessed117
@chana9mufc
@awosss
@_starbiola
@gazbod
@arsenal
@colz

Top Tweeters in G10:
@livelifenjuice
@splashfordd
@fega_rk
@arnold_azumah
@andylycett
@vladimir_andrea
@iam_keaton
@jfrizz92
@braven_kerbs
@devane_


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