(EFL OR %22English Football League%22), Twitter, 1/24/2022 7:54:06 PM, 270582
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(EFL OR %22English Football League%22)_2022-01-24_06-17-07.xlsx
(EFL OR "English Football League")_2022-01-24_06-17-07.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/3H0jT38
@efl
@prod_soccer
@carabao_cup
@lfc
@sniffer96403679
@greggislocallfc
@gnev2
@lfc_bot_v1
@niallofficial
@ukchange

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

Description:
Description
The graph represents a network of 6,991 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 14:22 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, 8-hour, 13-minute period from Wednesday, 19 January 2022 at 21:46 UTC to Saturday, 22 January 2022 at 06:00 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 : 6991
Unique Edges : 6213
Edges With Duplicates : 13463
Total Edges : 19676
Number of Edge Types : 5
Retweet : 5083
MentionsInRetweet : 8243
Tweet : 990
Replies to : 1460
Mentions : 3900
Self-Loops : 1027
Reciprocated Vertex Pair Ratio : 0.0134141859610437
Reciprocated Edge Ratio : 0.0264732547597461
Connected Components : 743
Single-Vertex Connected Components : 417
Maximum Vertices in a Connected Component : 5521
Maximum Edges in a Connected Component : 17555
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.136412
Graph Density : 0.000225714279282847
Modularity : 0.473376
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,991 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 14:22 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, 8-hour, 13-minute period from Wednesday, 19 January 2022 at 21:46 UTC to Saturday, 22 January 2022 at 06:00 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
[13] 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
[9] 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://change.org/
[7] https://www.dailymail.co.uk/sport/football/article-10424221/amp/MARTIN-SAMUEL-Middlesbrough-Wycombes-lawsuits-Derby-based-fantasy-seasons.html?fbclid=IwAR14pZfexhr17zTvW-qVbdB2p4a6kOWfdHExTVmgosx4OySDEEDNLjF0Rto

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
[6] https://change.org/
[5] https://twitter.com/lewis_everett11/status/1483711310487506947?s=21
[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?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
[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
[4] https://www.dailymail.co.uk/sport/sportsnews/article-10423441/Derby-without-Derby-County-unthinkable-just-10-days-EFL-guillotine.html
[3] https://twitter.com/derbyfan27/status/1483941048569188357
[3] https://twitter.com/dunks91/status/1484301113989996549?s=21

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://futebolhardireito.blogspot.com/2022/01/efl-cup-diogo-jota-mostrou-muita-classe.html
[1] 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://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.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://www.justarsenal.com/arsenal-absences-prove-costly-as-liverpool-reach-efl-final/301654
[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:
[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
[1] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=760202083&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=73ade4a0959447f4a0446690c0827b84&recruited_by_id=a8826be0-829f-11e7-b2cb-9113bfd9334f
[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=8d01b380-797b-11ec-a213-89cbb83348a6
[1] https://www.change.org/p/sports-minister-for-england-sports-minister-to-look-into-the-ongoing-situation-between-the-efl-derby-county?recruiter=145841795&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=0b0432ebcfe44effaf44e2d4cdebb5db&recruited_by_id=c7fa5ce0-2ef0-11e4-8c70-8feb11554f82
[1] 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

Top URLs in Tweet in G8:
[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://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 G9:
[1] https://twitter.com/boro/status/1484196522535358468
[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 Domains
Top Domains in Tweet in Entire Graph:
[194] twitter.com
[180] change.org
[108] co.uk
[29] talksport.com
[26] williamhill.com
[23] co.id
[22] youtube.com
[11] efl.fr
[10] chng.it
[9] co.jp

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

Top Domains in Tweet in G2:
[96] twitter.com
[46] change.org
[31] co.uk
[4] chng.it
[3] efl.com
[2] org.uk
[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] blogspot.com
[1] efl.com
[1] astroawani.com
[1] irishfootballfantv.com

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] sbnation.com

Top Domains in Tweet in G6:
[71] change.org
[4] chng.it
[2] twitter.com

Top Domains in Tweet in G8:
[4] twitter.com
[1] nottinghampost.com
[1] discord.com
[1] hullcityladies.com
[1] co.uk

Top Domains in Tweet in G9:
[2] twitter.com
[2] change.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1801] efl
[1749] lfc
[1705] cfc
[717] carabaocup
[378] dcfc
[338] carabaocupfinal
[236] savederbycounty
[131] dcfcfans
[92] derby
[83] derbycounty



Top Hashtags in Tweet in G1:
[1640] cfc
[1640] lfc
[1] carabaocupfinal
[1] efl

Top Hashtags in Tweet in G2:
[226] dcfc
[139] savederbycounty
[109] dcfcfans
[77] efl
[32] savederby
[18] myderbystory
[13] boro
[11] derby
[10] derbycounty
[9] barnsley

Top Hashtags in Tweet in G3:
[1252] efl
[674] carabaocup
[328] carabaocupfinal
[53] lfc
[19] eflcup
[18] arsliv
[16] 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:
[107] efl
[27] esl
[26] liverpool
[24] arsenal
[24] carabaocup
[19] arsliv
[18] eflcup
[16] english
[15] dcfc
[9] tesol

Top Hashtags in Tweet in G6:
[76] dcfc
[72] efl
[67] savederbycounty
[63] derby
[63] derbycounty
[11] dcfcfans
[2] buryfc
[1] bcfc
[1] avfc
[1] wafc

Top Hashtags in Tweet in G7:
[42] cfc
[41] lfc
[4] carabaocupfinal
[4] efl

Top Hashtags in Tweet in G8:
[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 G9:
[3] dcfc
[3] lufc
[2] savederbycounty
[2] efl
[1] dcfcfans
[1] derby
[1] derbycounty
[1] karmaroundabout
[1] bbcfootball
[1] premierleague

Top Hashtags in Tweet in G10:
[5] afcon2021
[2] dcfc
[1] savederby
[1] efl
[1] cfc
[1] lfc

Top Words
Top Words in Tweet in Entire Graph:
[4475] cup
[3916] final
[3722] efl
[3355] carabao
[1802] #efl
[1756] between
[1749] #lfc
[1731] win
[1709] 2022
[1705] #cfc

Top Words in Tweet in G1:
[3281] cup
[3280] carabao
[3280] final
[1641] tickets
[1640] giveaway
[1640] follow
[1640] chance
[1640] win
[1640] 2x
[1640] 2022

Top Words in Tweet in G2:
[1651] efl
[382] derby
[361] boro
[257] football
[242] #dcfc
[191] club
[139] #savederbycounty
[124] gnev2
[111] lewis_everett11
[109] #dcfcfans

Top Words in Tweet in G3:
[1258] carabao_cup
[1252] #efl
[842] lfc
[797] wembley
[674] #carabaocup
[567] cup
[502] league
[494] again
[491] once
[489] bound

Top Words in Tweet in G4:
[437] niallofficial
[422] efl
[386] derby
[375] dcfcofficial
[371] county
[347] rammieandewie
[346] danceforaudrina
[340] save
[62] sign
[43] petition

Top Words in Tweet in G5:
[315] efl
[167] cup
[155] liverpool
[108] arsenal
[107] #efl
[102] final
[81] vs
[64] jota
[39] chelsea
[38] derby

Top Words in Tweet in G6:
[117] efl
[111] derby
[95] county
[76] #dcfc
[72] petition
[72] ukchange
[72] #efl
[68] sign
[67] #savederbycounty
[66] save

Top Words in Tweet in G7:
[176] cup
[172] final
[128] efl
[90] vs
[81] liverpool
[52] england
[50] mateo
[50] kovacic
[50] speaking
[50] bt

Top Words in Tweet in G8:
[75] #efl
[54] skybetchamp
[45] hullcity
[43] efl
[41] #skybetchampionship
[28] huge
[27] three
[27] points
[21] more
[18] team

Top Words in Tweet in G9:
[157] efl
[133] wayneleedsfan
[27] derby
[18] clever
[16] mel
[15] julesossie
[11] fans
[11] morris
[10] bye
[9] one

Top Words in Tweet in G10:
[29] rick
[29] parry
[28] welbeast
[28] commercial
[28] manager
[28] lab
[28] returned
[28] liverpool's
[28] 13
[28] false

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3564] cup,final
[3351] carabao,cup
[1701] #cfc,#lfc
[1657] final,giveaway
[1657] giveaway,follow
[1657] follow,chance
[1657] chance,win
[1657] win,2x
[1657] 2x,tickets
[1657] tickets,carabao

Top Word Pairs in Tweet in G1:
[3280] carabao,cup
[3280] cup,final
[1640] final,giveaway
[1640] giveaway,follow
[1640] follow,chance
[1640] chance,win
[1640] win,2x
[1640] 2x,tickets
[1640] tickets,carabao
[1640] final,2022

Top Word Pairs in Tweet in G2:
[137] boro,efl
[83] mickywannop,boro
[82] derby,county
[75] skysportsnews,gnev2
[73] efl,quantuma1
[62] efl,boro
[60] maybe,football
[57] article,absolutely
[57] absolutely,outstanding
[57] outstanding,maybe

Top Word Pairs in Tweet in G3:
[657] #efl,#carabaocup
[494] league,cup
[491] once,again
[490] carabao_cup,lfc
[489] lfc,wembley
[489] wembley,bound
[489] bound,league
[489] cup,once
[489] again,#efl
[323] 2021,22

Top Word Pairs in Tweet in G4:
[371] derby,county
[347] rammieandewie,efl
[340] dcfcofficial,niallofficial
[340] niallofficial,rammieandewie
[339] danceforaudrina,dcfcofficial
[337] save,derby
[335] efl,save
[26] sports,minister
[20] hourslp,niallofficial
[20] niallofficial,sign

Top Word Pairs in Tweet in G5:
[129] efl,cup
[38] cup,final
[30] vs,liverpool
[27] arsenal,liverpool
[26] januari,2022
[25] liverpool,efl
[24] diogo,jota
[23] arsenal,vs
[23] 22,januari
[20] derby,county

Top Word Pairs in Tweet in G6:
[95] derby,county
[71] #dcfc,#efl
[66] save,derby
[64] petition,ukchange
[64] #savederbycounty,#dcfc
[63] sign,petition
[63] county,retweet
[63] retweet,spread
[63] spread,message
[63] message,#savederbycounty

Top Word Pairs in Tweet in G7:
[172] cup,final
[124] efl,cup
[50] mateo,kovacic
[50] kovacic,speaking
[50] speaking,bt
[50] bt,sport
[50] sport,come
[50] come,england
[50] england,lost
[50] lost,single

Top Word Pairs in Tweet in G8:
[41] #efl,#skybetchampionship
[27] huge,three
[27] three,points
[27] points,hullcity
[27] hullcity,#efl
[26] skybetchamp,huge
[13] plans,next
[13] next,weeks
[13] weeks,few
[13] few,more

Top Word Pairs in Tweet in G9:
[118] wayneleedsfan,efl
[15] julesossie,wayneleedsfan
[9] efl,called
[9] nialllal,wayneleedsfan
[8] ramette99,wayneleedsfan
[8] mel,morris
[8] dms98006428,wayneleedsfan
[7] wrong,efl
[7] being,clever
[7] susanthebancro1,wayneleedsfan

Top Word Pairs in Tweet in G10:
[29] rick,parry
[28] commercial,manager
[28] manager,lab
[28] lab,returned
[28] returned,liverpool's
[28] liverpool's,13
[28] 13,false
[28] false,positives
[28] positives,kenny
[28] kenny,dalglish's

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:
@topklobber
@dazingram89
@jon_garland67
@efl
@morriskid
@janejac54550719
@riskrewardfpl
@afc_paulh
@stevebloomerpod
@dcfcofficial

Top Replied-To in G7:
@wvynest

Top Replied-To in G8:
@efl
@jordanthelen
@skybetchamp
@mr_maack
@rovers
@bbcburnsy
@gwoodest
@alexjlancaster
@circle_87
@citytillidie81

Top Replied-To in G9:
@wayneleedsfan
@julesossie
@ramette99
@dms98006428
@susanthebancro1
@nialllal
@derby1884
@dancaron14
@djgrantboden
@liams028

Top Replied-To in G10:
@secondtierpod
@brunners_
@thewycombeway
@phodge99
@colinba79506643
@welbeast
@ryandilks1
@lukethrower45
@dcfcdunk

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
@efl_comms

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

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

Top Mentioned in G5:
@howie7951
@big_tips2
@dat9jaghanaguy
@gamechangerke
@gerundagula
@tribunpontianak
@swissbusiness
@ultichampions
@lawng254

Top Mentioned in G6:
@ukchange
@hubfootballuk
@stevebloomerpod
@efl
@reluctanthicko_
@derbystatistics
@dcfcofficial
@morriskid
@pubtalkfootbal1
@derbycounty

Top Mentioned in G7:
@frankkhaliduk
@cbssportsgolazo
@sjohnsonsport
@chelseafcinusa
@carabao_cup
@chelsealenscom
@garytaphouse
@bluesempirecfc

Top Mentioned in G8:
@skybetchamp
@hullcity
@efl
@ultichamps
@lutontown
@playmaker_en
@fulhamfc
@easportsfifa
@rovers
@dazn_ca

Top Mentioned in G9:
@efl
@wayneleedsfan
@julesossie
@necty_g
@nialllal
@burrow_luke
@jackbrownie
@nathanjordan85
@mark_orlow
@dtathletic

Top Mentioned in G10:
@welbeast
@ryandilks1
@fanstribehq
@gnev2
@carra23
@secondtierpod
@arsenal
@willbalmer
@phodge99
@bmcgoohan

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
@guardian_sport
@terrychristian
@reluctantnicko
@markbilly
@mimij9
@skysports

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:
@promderby2
@piersmorgan
@moto26261
@sioneill10
@kyliegeorge14
@derbycounty
@rorysupafuntime
@topklobber
@sausages27
@ianmack2

Top Tweeters in G7:
@oluwej
@ajoseadeniyi1
@cg_flythew
@tbgsem
@sartorial_kai
@uncensorediii
@hrhstillstacie
@ebo_pedrito
@uknwmealittlego
@kupaleon

Top Tweeters in G8:
@bech_normand
@easportsfifa
@brandon68081501
@baverstocsteven
@sportrisultati
@qpr
@mohdm2m2
@eljaboom
@rovers
@undertheprem

Top Tweeters in G9:
@wayneleedsfan
@lufcbot
@redsforest21
@delwright21
@sjforsyth
@south12stander
@irish_leeds
@_ae19_
@necty_g
@kamron09

Top Tweeters in G10:
@hefelove
@promisennamdi1
@okunwauua
@realdewoye
@kgotsomaphike
@ymahfooz
@1marcelochi
@thisistolu
@jeruel19
@kidafirstson


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