EFL OR %22English Football League%22, Twitter, 1/24/2022 9:27:57 PM, 270588
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EFL OR %22English Football League%22_2022-01-24_04-25-23.xlsx
EFL OR "English Football League"_2022-01-24_04-25-23.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2022
Short Description:
EFL OR "English Football League" via NodeXL https://bit.ly/3tRXYYp
@efl
@prod_soccer
@carabao_cup
@sniffer96403679
@lfc
@greggislocallfc
@gnev2
@niallofficial
@ukchange
@bilalemjay

Top hashtags:
#efl
#lfc
#cfc
#carabaocup
#dcfc
#carabaocupfinal
#savederbycounty

Description:
Description
The graph represents a network of 7,010 Twitter users whose tweets in the requested range contained "EFL OR "English Football League"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 January 2022 at 12:33 UTC.

The requested start date was Monday, 24 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 7-hour, 56-minute period from Wednesday, 19 January 2022 at 21:45 UTC to Saturday, 22 January 2022 at 05:42 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 : 7010
Unique Edges : 6310
Edges With Duplicates : 13413
Total Edges : 19723
Number of Edge Types : 5
Retweet : 5052
MentionsInRetweet : 8256
Tweet : 983
Replies to : 1484
Mentions : 3948
Self-Loops : 1019
Reciprocated Vertex Pair Ratio : 0.0138812785388128
Reciprocated Edge Ratio : 0.0273824536119618
Connected Components : 753
Single-Vertex Connected Components : 425
Maximum Vertices in a Connected Component : 5523
Maximum Edges in a Connected Component : 17624
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.148209
Graph Density : 0.000225957699790508
Modularity : 0.473893
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,010 Twitter users whose tweets in the requested range contained "EFL OR %22English Football League%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 January 2022 at 12:33 UTC.

The requested start date was Monday, 24 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 7-hour, 56-minute period from Wednesday, 19 January 2022 at 21:45 UTC to Saturday, 22 January 2022 at 05:42 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 : EFL OR %22English Football League%22
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:
[17] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county
[13] https://campaigns.williamhill.com/C.ashx?btag=a_2049b_793c_&affid=1660935&siteid=2049&adid=793&c=&AutoR=1
[13] https://campaigns.williamhill.com/C.ashx?btag=a_2049b_1188c_&affid=1660935&siteid=2049&adid=1188&c=&AutoR=1
[12] https://talksport.com/football/efl/1023428/lee-bowyer-troy-deeney-birmingham-city-protest-ownership/
[10] https://www.dailymail.co.uk/sport/football/article-10424221/MARTIN-SAMUEL-Middlesbrough-Wycombes-lawsuits-Derby-based-fantasy-seasons.html
[8] https://www.dailymail.co.uk/sport/sportsnews/article-10423441/Derby-without-Derby-County-unthinkable-just-10-days-EFL-guillotine.html
[8] https://www.cbssports.com/soccer/news/arsenal-vs-liverpool-score-diogo-jota-double-fires-jurgen-klopps-reds-to-efl-cup-final-vs-chelsea/
[7] https://talksport.com/football/1025664/derby-county-takeover-carlisle-capital-rick-parry-middlesbrough-wycombe/
[7] https://www.dailymail.co.uk/sport/football/article-10424221/amp/MARTIN-SAMUEL-Middlesbrough-Wycombes-lawsuits-Derby-based-fantasy-seasons.html?fbclid=IwAR14pZfexhr17zTvW-qVbdB2p4a6kOWfdHExTVmgosx4OySDEEDNLjF0Rto
[6] https://change.org/

Top URLs in Tweet in G1:
[1] https://bit.ly/3qP86iP
[1] https://twitter.com/lfclolx/status/1484141050512183296

Top URLs in Tweet in G2:
[8] https://www.dailymail.co.uk/sport/football/article-10424221/MARTIN-SAMUEL-Middlesbrough-Wycombes-lawsuits-Derby-based-fantasy-seasons.html
[7] https://www.dailymail.co.uk/sport/football/article-10424221/amp/MARTIN-SAMUEL-Middlesbrough-Wycombes-lawsuits-Derby-based-fantasy-seasons.html?fbclid=IwAR14pZfexhr17zTvW-qVbdB2p4a6kOWfdHExTVmgosx4OySDEEDNLjF0Rto
[5] https://twitter.com/lewis_everett11/status/1483711310487506947?s=21
[5] https://change.org/
[4] https://www.dailymail.co.uk/sport/football/article-10424221/amp/MARTIN-SAMUEL-Middlesbrough-Wycombes-lawsuits-Derby-based-fantasy-seasons.html
[4] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption/exp/wa/washarecopy_32053038_en-GB/4/766480792?recruiter=766480792&utm_source=share_petition&utm_campaign=psf_combo_share_initial&utm_medium=whatsapp&utm_content=washarecopy_32053038_en-GB%3A4&recruited_by_id=59be3390-88a8-11e7-89e7-f1ca81baadc8
[3] https://twitter.com/derbyfan27/status/1483941048569188357
[3] https://twitter.com/dunks91/status/1484301113989996549?s=21
[3] https://www.thesun.co.uk/sport/football/17391787/us-millionaire-rich-riley-wayne-rooney-derby-liquidation/
[3] https://www.dailymail.co.uk/sport/sportsnews/article-10423441/Derby-without-Derby-County-unthinkable-just-10-days-EFL-guillotine.html

Top URLs in Tweet in G3:
[13] https://campaigns.williamhill.com/C.ashx?btag=a_2049b_793c_&affid=1660935&siteid=2049&adid=793&c=&AutoR=1
[13] https://campaigns.williamhill.com/C.ashx?btag=a_2049b_1188c_&affid=1660935&siteid=2049&adid=1188&c=&AutoR=1
[2] https://fullmatchsports.cc/arsenal-vs-liverpool-full-match-efl-2021-22/
[2] https://betfury.io/sport-betting?bt-path=/1/1669818860410376192/1669819157367099392/2091524239806050304%3FtabId%3Dnull
[2] https://twitter.com/LFC/status/1484279358772678659
[1] https://www.efl.com/news/2022/january/carabao-cup-finalists-confirmed-as-liverpool-see-off-arsenal-to-reach-wembley/
[1] https://twitter.com/lfc/status/1484279358772678659
[1] https://futebolhardireito.blogspot.com/2022/01/efl-cup-diogo-jota-mostrou-muita-classe.html
[1] https://www.astroawani.com/berita-sukan/piala-efl-sentuhan-berbisa-jota-bawa-liverpool-ke-final-342716
[1] https://irishfootballfantv.com/overseas-round-up-january-15th-19th/

Top URLs in Tweet in G4:
[10] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county
[6] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=false&utm_source=share_petition&utm_medium=facebook&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=ac9b6c90-7624-11ec-b821-adb84f767604&utm_content=fht-32051992-en-gb%3A6
[1] https://www.walesonline.co.uk/news/uk-news/government-urges-efl-save-derby-22794966.amp
[1] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=1248576144&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&recruited_by_id=8bc06be0-7b26-11ec-b512-3315e90688a8
[1] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=197690001&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&recruited_by_id=d0754790-8512-11e4-b9fc-b964ce5d044a
[1] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=980690153&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&recruited_by_id=86550270-9d0b-11e9-9f3b-51eb1b054119
[1] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=793662877&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&recruited_by_id=8fb24b80-9ff5-11e7-bbe7-5ba7bdc2e6b1
[1] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=1184626073&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=b62ce3a1fd3748608683c6c59973e692&recruited_by_id=722fc070-7f52-11eb-9f48-29ff02bf7d6d
[1] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=843232006&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&recruited_by_id=af402660-e1fa-11e7-a988-bb88f4753c0a
[1] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption?recruiter=899939775&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=9c33e080-b89a-11e8-aa81-1397b9ac5bb8

Top URLs in Tweet in G5:
[6] https://www.bbc.co.uk/sport/football/59824287?at_medium=RSS&at_campaign=KARANGA&utm_source=dlvr.it&utm_medium=twitter
[5] https://www.efl.fr:443/
[4] https://www.justarsenal.com/arsenal-absences-prove-costly-as-liverpool-reach-efl-final/301654
[4] https://www.bbc.co.uk/sport/football/59824287?at_medium=RSS&at_campaign=KARANGA
[4] https://www.efl.fr/actualite/rapport-expertise-judiciaire-opposable-constructeur-n-demande-nullite_fea2baaf1-2ce7-4350-b926-de794bd9a3d4?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.express.co.uk/sport/football/1553459/Liverpool-Jurgen-Klopp-Arsenal-youngster-praise-EFL-Cup-news
[3] https://47vibez.com.ng/sports/jota-double-sends-liverpool-into-efl-cup-final/
[3] https://news.yahoo.co.jp/articles/a44353286b8c2446488356e8036237579f3aede3?source=rss
[3] https://thelanguagegarage.com/hows-your-meal-talking-about-food-in-english/
[2] https://twitter.com/jmousis/status/1483895123779883010

Top URLs in Tweet in G6:
[1] https://twitter.com/torontotrickies/status/1484505695084974081
[1] https://www.nottinghampost.com/sport/football/transfer-news/nottingham-forest-transfers-laryea-cooper-6526580
[1] https://twitter.com/playmaker_en/status/1484555608439279627
[1] https://discord.com/invite/2pAjgthttj
[1] https://hullcityladies.com/2022/01/20/welcome-acun-illicali/
[1] https://twitter.com/cursedefl/status/1483911131668303874
[1] https://britisyasam.co.uk/acun-ilicali-bugun-bu-hayalim-gerceklestigi-icin-cok-mutluyum/
[1] https://twitter.com/CursedEFL/status/1483896339444420609
[1] https://twitter.com/jmousis/status/1483909949486817281

Top URLs in Tweet in G7:
[1] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption?recruiter=1246800895&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_message&utm_term=psf_combo_share_initial&recruited_by_id=866fb740-7612-11ec-a7b2-5d342fe4e2dc&share_bandit_exp=message-32053038-en-GB
[1] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption?recruiter=1246800895&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=866fb740-7612-11ec-a7b2-5d342fe4e2dc
[1] https://twitter.com/gnev2/status/1483875713463861249

Top URLs in Tweet in G9:
[3] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=7c2dc0b0-795f-11ec-8959-cf63d8bc4a9c
[2] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption?recruiter=1246800321&utm_campaign=signature_receipt&utm_medium=twitter&utm_source=share_petition
[2] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=7fde5020-7960-11ec-b653-8539b767f9b8
[2] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption?recruiter=1231823820&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=0970efd0-38c2-11ec-bb1f-35f3e6199854
[2] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county
[2] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=d7e992c0-7956-11ec-b019-4b16a82840cb
[2] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption?recruiter=73429869&utm_campaign=signature_receipt&utm_medium=twitter&utm_source=share_petition
[1] https://www.change.org/p/get-the-efl-investigated-for-misconduct-and-corruption?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=40ac1920-7ac1-11ec-9b3b-676ae2fc32a7
[1] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=581672084&utm_campaign=signature_receipt&utm_medium=twitter&utm_source=share_petition
[1] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=581672084&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=e4036b41de664ef68c4cbac5fc4d9480&recruited_by_id=8c24d960-595b-11e6-82bf-1bd23151fb63

Top URLs in Tweet in G10:
[2] https://www.bbc.co.uk/sport/football/60073836
[1] https://twitter.com/leomountford4/status/1483832587353219082
[1] https://twitter.com/SkySportsNews/status/1484614321787256836

Top Domains
Top Domains in Tweet in Entire Graph:
[195] twitter.com
[180] change.org
[107] co.uk
[28] talksport.com
[26] williamhill.com
[23] co.id
[22] youtube.com
[11] chng.it
[11] efl.fr
[9] co.jp

Top Domains in Tweet in G1:
[1] bit.ly
[1] twitter.com

Top Domains in Tweet in G2:
[96] twitter.com
[38] change.org
[30] co.uk
[3] efl.com
[2] org.uk
[2] chng.it
[1] preml.ge
[1] supporters.it
[1] talksport.com
[1] pinsentmasons.com

Top Domains in Tweet in G3:
[26] williamhill.com
[4] twitter.com
[2] fullmatchsports.cc
[2] betfury.io
[1] efl.com
[1] blogspot.com
[1] astroawani.com
[1] irishfootballfantv.com
[1] com.au

Top Domains in Tweet in G4:
[35] change.org
[3] co.uk
[1] chng.it
[1] twitter.com

Top Domains in Tweet in G5:
[47] twitter.com
[23] co.id
[22] co.uk
[12] youtube.com
[11] efl.fr
[10] change.org
[9] co.jp
[7] syoutikubai.com
[6] talksport.com
[4] justarsenal.com

Top Domains in Tweet in G6:
[5] twitter.com
[1] nottinghampost.com
[1] discord.com
[1] hullcityladies.com
[1] co.uk

Top Domains in Tweet in G7:
[2] change.org
[1] twitter.com

Top Domains in Tweet in G9:
[77] change.org
[6] chng.it
[1] twitter.com

Top Domains in Tweet in G10:
[2] twitter.com
[2] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1800] efl
[1737] lfc
[1693] cfc
[718] carabaocup
[377] dcfc
[349] carabaocupfinal
[236] savederbycounty
[131] dcfcfans
[90] derby
[83] derbycounty



Top Hashtags in Tweet in G1:
[1630] cfc
[1630] lfc
[1] carabaocupfinal
[1] efl

Top Hashtags in Tweet in G2:
[222] dcfc
[135] savederbycounty
[105] dcfcfans
[75] efl
[28] savederby
[16] myderbystory
[13] boro
[11] derby
[10] derbycounty
[9] barnsley

Top Hashtags in Tweet in G3:
[1265] efl
[674] carabaocup
[338] carabaocupfinal
[52] lfc
[19] eflcup
[19] arsliv
[15] cfc
[14] ynwa
[13] seriea
[13] soccer

Top Hashtags in Tweet in G4:
[8] dcfc
[5] savederbycounty
[3] efl
[2] nffc
[2] derbycounty
[1] barnsley
[1] birmingham
[1] posh
[1] derby
[1] savederby

Top Hashtags in Tweet in G5:
[104] efl
[27] esl
[26] liverpool
[25] arsenal
[25] carabaocup
[22] arsliv
[18] eflcup
[16] dcfc
[16] english
[9] アーセナル

Top Hashtags in Tweet in G6:
[75] efl
[41] skybetchampionship
[7] swanseacity
[6] hcafc
[6] pl
[6] gkunion
[6] football
[5] nffc
[5] goalkeeper
[4] uefa

Top Hashtags in Tweet in G7:
[4] savederbycounty
[4] dcfc
[3] efl
[3] lufc
[2] derbycounty
[1] classy
[1] dcfcfans
[1] derby
[1] karmaroundabout
[1] bbcfootball

Top Hashtags in Tweet in G8:
[40] cfc
[39] lfc
[5] carabaocupfinal
[5] efl

Top Hashtags in Tweet in G9:
[13] dcfc
[11] dcfcfans
[10] efl
[6] savederbycounty
[4] savederby
[1] barnsley
[1] birmingham
[1] posh
[1] bhafc
[1] avfc

Top Hashtags in Tweet in G10:
[16] dcfc
[14] efl
[12] derby
[12] bcfc
[12] bshlout
[2] dcfcfans
[1] cfc
[1] lfc
[1] footballgame
[1] savearegame

Top Words
Top Words in Tweet in Entire Graph:
[4453] cup
[3897] final
[3742] efl
[3336] carabao
[1801] #efl
[1744] between
[1737] #lfc
[1719] win
[1698] 2022
[1693] #cfc

Top Words in Tweet in G1:
[3261] cup
[3260] carabao
[3260] final
[1631] tickets
[1630] giveaway
[1630] follow
[1630] chance
[1630] win
[1630] 2x
[1630] 2022

Top Words in Tweet in G2:
[1624] efl
[367] derby
[353] boro
[249] football
[238] #dcfc
[189] club
[135] #savederbycounty
[123] gnev2
[113] lewis_everett11
[105] against

Top Words in Tweet in G3:
[1271] carabao_cup
[1265] #efl
[845] lfc
[793] wembley
[674] #carabaocup
[570] cup
[508] league
[495] again
[492] once
[490] bound

Top Words in Tweet in G4:
[446] niallofficial
[433] efl
[397] derby
[386] dcfcofficial
[381] county
[357] rammieandewie
[356] danceforaudrina
[350] save
[64] sign
[42] petition

Top Words in Tweet in G5:
[321] efl
[171] cup
[155] liverpool
[110] arsenal
[104] #efl
[103] final
[82] vs
[65] jota
[39] derby
[39] chelsea

Top Words in Tweet in G6:
[75] #efl
[54] skybetchamp
[51] efl
[45] hullcity
[41] #skybetchampionship
[28] huge
[27] three
[27] points
[19] more
[16] team

Top Words in Tweet in G7:
[158] efl
[135] wayneleedsfan
[33] derby
[18] clever
[17] mel
[15] morris
[14] julesossie
[13] one
[12] fans
[11] boro

Top Words in Tweet in G8:
[131] cup
[129] efl
[129] final
[88] vs
[85] liverpool
[44] set
[44] tuchel
[44] klopp
[44] chelsea
[43] cbssportsgolazo

Top Words in Tweet in G9:
[113] efl
[77] petition
[77] ukchange
[74] sign
[53] investigated
[53] misconduct
[53] corruption
[51] sports
[51] minister
[49] derby

Top Words in Tweet in G10:
[47] efl
[16] #dcfc
[14] #efl
[14] derby
[12] #derby
[12] #bcfc
[12] #bshlout
[11] fucking
[11] love
[10] leomountford4

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3540] cup,final
[3332] carabao,cup
[1689] #cfc,#lfc
[1646] final,giveaway
[1646] giveaway,follow
[1646] follow,chance
[1646] chance,win
[1646] win,2x
[1646] 2x,tickets
[1646] tickets,carabao

Top Word Pairs in Tweet in G1:
[3260] carabao,cup
[3260] cup,final
[1630] final,giveaway
[1630] giveaway,follow
[1630] follow,chance
[1630] chance,win
[1630] win,2x
[1630] 2x,tickets
[1630] tickets,carabao
[1630] final,2022

Top Word Pairs in Tweet in G2:
[136] boro,efl
[83] mickywannop,boro
[78] derby,county
[75] skysportsnews,gnev2
[72] efl,quantuma1
[63] efl,boro
[54] maybe,football
[51] article,absolutely
[51] absolutely,outstanding
[51] outstanding,maybe

Top Word Pairs in Tweet in G3:
[657] #efl,#carabaocup
[500] league,cup
[492] once,again
[491] carabao_cup,lfc
[490] again,#efl
[490] lfc,wembley
[490] wembley,bound
[490] bound,league
[490] cup,once
[333] 2021,22

Top Word Pairs in Tweet in G4:
[381] derby,county
[357] rammieandewie,efl
[350] dcfcofficial,niallofficial
[350] niallofficial,rammieandewie
[349] danceforaudrina,dcfcofficial
[347] save,derby
[345] efl,save
[26] sports,minister
[21] hourslp,niallofficial
[21] niallofficial,sign

Top Word Pairs in Tweet in G5:
[131] efl,cup
[37] cup,final
[31] vs,liverpool
[26] arsenal,liverpool
[26] liverpool,efl
[26] januari,2022
[25] diogo,jota
[24] arsenal,vs
[23] 22,januari
[20] efl,championship

Top Word Pairs in Tweet in G6:
[41] #efl,#skybetchampionship
[27] huge,three
[27] three,points
[27] points,hullcity
[27] hullcity,#efl
[26] skybetchamp,huge
[10] plans,next
[10] next,weeks
[10] weeks,few
[10] few,more

Top Word Pairs in Tweet in G7:
[120] wayneleedsfan,efl
[14] julesossie,wayneleedsfan
[10] mel,morris
[9] efl,called
[9] nialllal,wayneleedsfan
[8] business,man
[8] ramette99,wayneleedsfan
[8] dms98006428,wayneleedsfan
[7] derby,county
[7] being,clever

Top Word Pairs in Tweet in G8:
[128] cup,final
[126] efl,cup
[44] final,set
[44] set,tuchel
[44] tuchel,vs
[44] vs,klopp
[44] klopp,chelsea
[44] chelsea,vs
[44] vs,liverpool
[43] cbssportsgolazo,efl

Top Word Pairs in Tweet in G9:
[68] petition,ukchange
[67] sign,petition
[53] efl,investigated
[53] investigated,misconduct
[53] misconduct,corruption
[51] sports,minister
[46] corruption,sign
[33] derby,county
[26] minister,look
[26] look,ongoing

Top Word Pairs in Tweet in G10:
[11] fucking,love
[11] love,#dcfc
[11] #dcfc,#derby
[11] #derby,#efl
[11] #efl,#bcfc
[11] #bcfc,#bshlout
[10] leomountford4,fucking
[6] mirrorfootball,robbiesavage8
[4] rams,fans
[4] fans,ticket

Top Replied-To
Top Replied-To in Entire Graph:
@efl
@lewis_everett11
@angryram1
@kyle_nffc_86
@wayneleedsfan
@skysportsnews
@sheepshagger111
@k12ddo
@andreza_efl
@redbrowny31

Top Replied-To in G1:
@som_ox
@itsmeg_statham

Top Replied-To in G2:
@lewis_everett11
@efl
@angryram1
@kyle_nffc_86
@skysportsnews
@sheepshagger111
@k12ddo
@redbrowny31
@tbtt1986
@egg134678

Top Replied-To in G3:
@efl
@lfc
@arsenal
@carabao_cup
@jumbaba82
@__lfc__1892__
@boosoonyew67
@chelseafc
@jimmycarter777
@sporf

Top Replied-To in G4:
@niallofficial
@danceforaudrina
@johnmarshall888
@timjacks1973
@ludbofficial
@dcfcofficial
@hourslp
@paulrobinsonnes
@shanajasani
@eichhornmonet

Top Replied-To in G6:
@efl
@jordanthelen
@skybetchamp
@cursedefl
@rovers
@mr_maack
@bbcburnsy
@oneryanmason
@gwoodest
@alexjlancaster

Top Replied-To in G7:
@wayneleedsfan
@julesossie
@ramette99
@dms98006428
@susanthebancro1
@pottingpinks
@nialllal
@smoggybalboa
@derby1884
@dancaron14

Top Replied-To in G9:
@ryanhills27
@topklobber
@shinner144
@timlovejoy
@dazingram89
@jon_garland67
@morriskid
@janejac54550719
@afc_paulh
@stevebloomerpod

Top Replied-To in G10:
@c1978cliff
@mirrorfootball
@andyredram2
@sfc_copey
@sjopinion10
@richardcusackbm
@smoggybalboa
@matt_rowney
@tweetwham
@niallofficial

Top Mentioned
Top Mentioned in Entire Graph:
@prod_soccer
@efl
@carabao_cup
@lfc
@dcfcofficial
@niallofficial
@rammieandewie
@danceforaudrina
@boro
@wayneleedsfan

Top Mentioned in G1:
@prod_soccer
@pumafootball
@carabao_cup

Top Mentioned in G2:
@efl
@boro
@gnev2
@dcfcofficial
@mickywannop
@quantuma1
@lewis_everett11
@skysportsnews
@jakebarker1212
@premierleague

Top Mentioned in G3:
@carabao_cup
@lfc
@diogojota18
@trentaa
@arsenal
@efl
@chelseafc
@betting_offers2
@prod_soccer
@optussport

Top Mentioned in G4:
@niallofficial
@dcfcofficial
@efl
@rammieandewie
@danceforaudrina
@neil_g_jones
@hourslp
@ascensoinglesok
@chrisparsons274
@nhstreamupdates

Top Mentioned in G5:
@howie7951
@big_tips2
@jota20hd
@dat9jaghanaguy
@gamechangerke
@gerundagula
@tribunpontianak
@swissbusiness
@coffee20001113

Top Mentioned in G6:
@skybetchamp
@hullcity
@efl
@lutontown
@ultichamps
@playmaker_en
@rovers
@fulhamfc
@easportsfifa
@dazn_ca

Top Mentioned in G7:
@efl
@wayneleedsfan
@efl_comms
@walkerovboro
@smoggybalboa
@pottingpinks
@necty_g
@nialllal
@tomarples
@julesossie

Top Mentioned in G8:
@cbssportsgolazo
@sjohnsonsport
@chelseafcinusa
@williamhill
@carabao_cup
@chelsealenscom
@garytaphouse

Top Mentioned in G9:
@ukchange
@stevebloomerpod
@reluctanthicko_
@topklobber
@alfisadon
@morriskid
@derbycounty
@efl
@jamesdalymp
@ianburkebha

Top Mentioned in G10:
@leomountford4
@robbiesavage8
@efl
@mirrorfootball
@pablo_dwyer
@manutd
@sjopinion10
@richardcusackbm
@kyledcfc18
@terryalfrey22

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@knewz_currently
@streamerwall
@sportsbookbtc
@streamer_boost
@andyvermaut
@animalsbelize
@betfastcom
@rtsmallstreams
@aljawareh11

Top Tweeters in G1:
@big_hardidas
@thekophq
@trevski_lfc
@heri_h_
@keri_anne93
@mindflamy
@mrcharliegill
@wheddsta
@leonewman19
@parsonrex

Top Tweeters in G2:
@skynews
@khalsir
@mailonline
@thesunfootball
@terrychristian
@reluctantnicko
@markbilly
@mimij9
@skysports
@buzzsubash

Top Tweeters in G3:
@aljawareh11
@nickkemp12
@soccerhan730
@sdnblink_
@lfc_bot_v1
@yeethekop
@profesortbaker
@asmreis
@thekop_gongz
@rpmania98

Top Tweeters in G4:
@amazedenergy
@gyllencevans95
@raspmarytea
@tinyhobi94
@exonedrewbtz
@jayfloyd94
@drewhousie
@ella_alicea
@chantal240681
@iamjarri

Top Tweeters in G5:
@zazoomblog
@knewz_currently
@andyvermaut
@betfastcom
@presshub_gr
@trialanderror_v
@footysupertips
@swissbusiness
@adabagcompany
@nepal_news_en

Top Tweeters in G6:
@bech_normand
@easportsfifa
@brandon68081501
@baverstocsteven
@sportrisultati
@qpr
@mohdm2m2
@eljaboom
@rovers
@undertheprem

Top Tweeters in G7:
@wayneleedsfan
@lufcbot
@redsforest21
@delwright21
@sjforsyth
@south12stander
@irish_leeds
@_ae19_
@necty_g
@kamron09

Top Tweeters in G8:
@williamhill
@ajoseadeniyi1
@cg_flythew
@tbgsem
@sartorial_kai
@uncensorediii
@hrhstillstacie
@ebo_pedrito
@uknwmealittlego
@homeleopard

Top Tweeters in G9:
@piersmorgan
@moto26261
@sioneill10
@kyliegeorge14
@derbycounty
@mrratch
@rorysupafuntime
@timlovejoy
@j0nmay
@topklobber

Top Tweeters in G10:
@mirrorfootball
@5livesport
@slbenfica
@flintcams
@reddevil7891
@richardcusackbm
@nufc
@manutd
@sevillafc
@robbiesavage8


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