From: https://www.myoldmansaid.com/seasons-in-english-top-flight-table-aston-villa-fighting-for-their-status/
Total Number of Seasons spent in Top Flight of English Football
Based on 121 seasons from 1888-89 to 2019-20.
* denotes currently in the Premier League
Everton – 117*
Aston Villa – 106*
Liverpool – 105*
Arsenal – 103*
Manchester United – 95*
Manchester City – 91*
Newcastle United – 88*
Sunderland – 86
Chelsea – 85*
Tottenham Hotspur – 85*
West Bromwich Albion – 81
Bolton Wanderers – 73
Blackburn Rovers – 72
Sheffield Wednesday – 66
Wolves – 65*
Derby County – 65
West Ham United – 62*
Stoke City – 62
Sheffield United – 61*
Middlesborough – 61
Notable Outsiders:
21. Burnley – 57*
22. Birmingham City – 57
23. Nottingham Forest – 56
24. Leicester City – 53*
25. Leeds United – 50
27. Southampton – 41*
36. Norwich City – 26*
39. Crystal Palace – 20*
43. Watford – 13*
50. Brighton – 7*
54. AFC Bournemouth – 5*
I can understand fans of other teams doing it, but in the early part of the 19th Century the Southern League was on a par with the Football League and so you can add around 20 years to us for that.
And as for the posts above talking about the Prem in isolation. WHY?!