Revised re #8

emmadoughty · Mar 29, 2020 · ceef47e · ceef47e
1 parent d433e93
commit ceef47e
Show file tree

Hide file tree

Showing 4 changed files with 12 additions and 12 deletions.
diff --git a/Data/COVID19_by_area.csv b/Data/COVID19_by_area.csv
@@ -10,11 +10,11 @@ Level,UTLA,UTLA,UTLA,UTLA,UTLA,UTLA,UTLA,UTLA,UTLA,UTLA,UTLA,UTLA,UTLA,UTLA,UTLA
 01/03/2020,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 02/03/2020,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1,0,0,0,0,0,0,0,0,0,0,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 03/03/2020,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1,0,0,0,0,0,0,0,0,0,0,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-04/03/2020,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,1,1,1,0,0,0,0,1,0,0,0,0,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+04/03/2020,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,1,3,1,0,0,0,0,1,0,0,0,0,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 05/03/2020,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,8,25,9,10,17,17,15,103,6,2,3,1,0,0,0,1,2,1,0,0,0,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-06/03/2020,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,11,29,12,13,21,24,22,143,11,2,4,1,0,0,2,2,3,1,0,0,1,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-07/03/2020,0,3,2,0,0,0,1,0,0,1,0,2,1,1,7,1,1,1,4,0,0,2,0,0,0,2,0,1,0,4,0,0,3,10,0,0,0,5,0,0,0,3,0,3,0,2,0,1,2,0,1,0,0,0,8,1,3,1,0,6,2,1,1,0,0,2,2,3,0,1,2,1,3,2,5,2,1,0,1,3,0,0,0,0,0,1,0,2,0,2,3,2,4,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,4,0,0,0,0,0,4,0,1,0,0,0,4,0,4,0,0,0,2,0,0,0,3,2,3,3,0,1,2,0,0,3,16,38,17,18,26,30,25,184,11,2,7,1,0,0,2,2,3,1,0,0,1,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-08/03/2020,0,4,2,0,0,0,1,0,0,2,2,2,1,3,7,2,1,1,3,0,0,2,0,0,0,3,0,3,0,5,0,0,4,12,0,0,0,5,0,0,0,5,0,3,0,2,0,2,8,0,1,0,0,0,13,1,3,1,0,8,4,1,1,0,0,3,4,3,0,1,3,1,4,2,5,2,1,0,1,3,0,0,0,0,0,1,0,4,0,2,3,2,5,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,3,0,4,0,0,0,0,0,5,0,2,1,0,0,6,1,4,0,0,0,3,0,3,0,3,3,3,3,0,1,3,0,0,3,23,51,25,18,31,41,35,244,16,4,12,1,0,0,2,2,4,3,0,2,3,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+06/03/2020,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,11,29,12,13,21,24,22,143,11,2,3,1,0,0,2,2,3,1,0,0,1,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+07/03/2020,0,3,2,0,0,0,1,0,0,1,0,2,1,1,7,1,1,1,4,0,0,2,0,0,0,2,0,1,0,4,0,0,3,10,0,0,0,5,0,0,0,3,0,3,0,2,0,1,2,0,1,0,0,0,8,1,3,1,0,6,2,1,1,0,0,2,2,3,0,1,2,1,3,2,5,2,1,0,1,3,0,0,0,0,0,1,0,2,0,2,3,2,4,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,4,0,0,0,0,0,4,0,1,0,0,0,4,0,4,0,0,0,2,0,0,0,3,2,3,3,0,1,2,0,0,3,16,38,17,18,26,30,25,184,16,2,7,1,0,0,2,2,3,1,0,0,1,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+08/03/2020,0,4,2,0,0,0,1,0,0,2,2,2,1,3,7,2,1,1,3,0,0,2,0,0,0,3,0,3,0,5,0,0,4,12,0,0,0,5,0,0,0,5,0,3,0,2,0,2,8,0,1,0,0,0,13,1,3,1,0,8,4,1,1,0,0,3,4,3,0,1,3,1,4,2,5,2,1,0,1,3,0,0,0,0,0,1,0,4,0,2,3,2,5,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,3,0,4,0,0,0,0,0,5,0,2,1,0,0,6,1,4,0,0,0,3,0,3,0,3,3,3,3,0,1,3,0,0,3,23,51,25,18,31,41,35,244,18,4,12,1,0,0,2,2,4,3,0,2,3,0,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 09/03/2020,0,5,2,0,0,0,1,0,0,3,2,2,1,3,8,2,1,1,3,0,0,4,0,0,0,4,0,2,0,5,0,0,4,12,0,0,1,5,0,0,1,5,0,3,0,2,0,2,8,0,1,0,2,0,13,1,3,1,0,8,4,1,1,0,0,3,4,5,0,2,3,1,5,2,5,2,1,0,1,4,0,0,0,0,0,1,0,4,0,2,5,4,5,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,5,0,4,0,0,0,1,1,6,1,2,1,0,0,7,1,4,0,0,1,3,0,4,0,3,3,3,3,0,1,3,2,0,3,24,61,31,22,35,43,38,280,23,6,12,1,0,0,2,2,4,3,0,3,5,2,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,2,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 10/03/2020,1,8,2,0,0,0,1,0,0,3,3,2,1,3,8,2,2,2,3,0,1,5,0,0,0,4,1,3,1,7,0,0,4,13,0,0,1,5,0,0,1,5,0,3,1,3,0,2,10,1,1,0,2,1,16,1,5,1,1,13,5,1,1,0,0,4,4,5,0,2,3,1,5,2,5,2,2,0,2,4,0,0,0,0,1,1,0,5,0,2,5,4,7,1,0,0,0,1,0,1,0,1,0,0,0,0,0,1,1,0,2,0,0,0,1,8,0,4,0,0,0,1,1,6,2,2,1,0,0,7,4,4,0,0,1,3,0,4,0,3,5,3,4,1,1,3,3,0,3,29,91,36,24,37,51,41,324,27,15,16,1,0,0,2,2,6,3,0,3,7,2,1,NA,NA,NA,NA,NA,NA,NA,0,0,0,2,0,1,2,0,0,0,0,0,0,0,6,1,2,0,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 11/03/2020,1,8,2,0,0,0,2,0,0,3,3,2,1,3,8,3,2,2,3,0,1,7,0,0,0,5,1,3,1,7,0,1,4,13,0,0,1,5,0,0,1,6,0,4,1,4,0,3,13,1,1,0,2,1,18,3,5,1,1,15,5,1,1,1,0,5,5,5,0,2,3,1,6,2,5,2,2,0,2,6,0,0,0,1,0,2,0,5,0,3,6,4,9,1,0,0,0,1,0,1,1,1,0,0,0,1,1,2,1,0,2,1,0,0,1,9,0,4,0,2,0,1,1,10,4,2,1,0,0,7,4,4,0,0,1,3,1,4,0,3,6,3,4,1,2,3,4,0,3,32,104,42,32,43,60,44,387,36,19,18,3,2,0,2,2,6,5,0,4,8,2,2,NA,NA,NA,NA,NA,NA,NA,0,0,1,2,0,2,2,0,0,0,0,0,0,0,6,1,2,2,0,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA

diff --git a/Data/COVID19_cum.csv b/Data/COVID19_cum.csv
@@ -1,6 +1,6 @@
 Date,Barking_and_Dagenham,Barnet,Barnsley,Bath_and_North_East_Somerset,Bedford,Bexley,Birmingham,Blackburn_with_Darwen,Blackpool,Bolton,Bournemouth,Bracknell_Forest,Bradford,Brent,Brighton_and_Hove,Bristol,Bromley,Buckinghamshire,Bury,Calderdale,Cambridgeshire,Camden,Central_Bedfordshire,Cheshire_East,Cheshire_West_and_Chester,Cornwall_and_Isles_of_Scilly,County_Durham,Coventry,Croydon,Cumbria,Darlington,Derby,Derbyshire,Devon,Doncaster,Dorset,Dudley,Ealing,East_Riding_of_Yorkshire,East_Sussex,Enfield,Essex,Gateshead,Gloucestershire,Greenwich,Hackney_and_City_of_London,Halton,Hammersmith_and_Fulham,Hampshire,Haringey,Harrow,Hartlepool,Havering,Herefordshire,Hertfordshire,Hillingdon,Hounslow,Isle_of_Wight,Islington,Kensington_and_Chelsea,Kent,Kingston_upon_Hull,Kingston_upon_Thames,Kirklees,Knowsley,Lambeth,Lancashire,Leeds,Leicester,Leicestershire,Lewisham,Lincolnshire,Liverpool,Luton,Manchester,Medway,Merton,Middlesbrough,Milton_Keynes,Newcastle_upon_Tyne,Newham,Norfolk,North_East_Lincolnshire,North_Lincolnshire,North_Somerset,North_Tyneside,North_Yorkshire,Northamptonshire,Northumberland,Nottingham,Nottinghamshire,Oldham,Oxfordshire,Peterborough,Plymouth,Portsmouth,Reading,Redbridge,Redcar_and_Cleveland,Richmond_upon_Thames,Rochdale,Rotherham,Rutland,Salford,Sandwell,Sefton,Sheffield,Shropshire,Slough,Solihull,Somerset,South_Gloucestershire,South_Tyneside,Southampton,Southend-on-Sea,Southwark,St_Helens,Staffordshire,Stockport,Stockton-on-Tees,Stoke-on-Trent,Suffolk,Sunderland,Surrey,Sutton,Swindon,Tameside,Telford_and_Wrekin,Thurrock,Torbay,Tower_Hamlets,Trafford,Wakefield,Walsall,Waltham_Forest,Wandsworth,Warrington,Warwickshire,West_Berkshire,West_Sussex,Westminster,Wigan,Wiltshire,Windsor_and_Maidenhead,Wirral,Wokingham,Wolverhampton,Worcestershire,York,East_of_England,London,Midlands,North_East_and_Yorkshire,North_West,South_East,South_West,England,Scotland,Wales,Northern_Ireland,Ayrshire_and_Arran,Borders,Dumfries_and_Gallow,Fife,Forth_Valley,Grampian,Greater_Glasgow_and_Clyde,Highlands,Lanarkshire,Lothian,Shetland,Tayside
-07/03/2020,0,3,2,0,0,0,1,0,0,1,0,2,1,1,7,1,1,1,4,0,0,2,0,0,0,2,0,1,0,4,0,0,3,10,0,0,0,5,0,0,0,3,0,3,0,2,0,1,2,0,1,0,0,0,8,1,3,1,0,6,2,1,1,0,0,2,2,3,0,1,2,1,3,2,5,2,1,0,1,3,0,0,0,0,0,1,0,2,0,2,3,2,4,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,4,0,0,0,0,0,4,0,1,0,0,0,4,0,4,0,0,0,2,0,0,0,3,2,3,3,0,1,2,0,0,3,16,38,17,18,26,30,25,184,11,NA,NA,1,0,0,2,2,3,1,0,0,1,0,1
-08/03/2020,0,4,2,0,0,0,1,0,0,2,2,2,1,3,7,2,1,1,3,0,0,2,0,0,0,3,0,3,0,5,0,0,4,12,0,0,0,5,0,0,0,5,0,3,0,2,0,2,8,0,1,0,0,0,13,1,3,1,0,8,4,1,1,0,0,3,4,3,0,1,3,1,4,2,5,2,1,0,1,3,0,0,0,0,0,1,0,4,0,2,3,2,5,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,3,0,4,0,0,0,0,0,5,0,2,1,0,0,6,1,4,0,0,0,3,0,3,0,3,3,3,3,0,1,3,0,0,3,23,51,25,18,31,41,35,244,16,NA,NA,1,0,0,2,2,4,3,0,2,3,0,1
+07/03/2020,0,3,2,0,0,0,1,0,0,1,0,2,1,1,7,1,1,1,4,0,0,2,0,0,0,2,0,1,0,4,0,0,3,10,0,0,0,5,0,0,0,3,0,3,0,2,0,1,2,0,1,0,0,0,8,1,3,1,0,6,2,1,1,0,0,2,2,3,0,1,2,1,3,2,5,2,1,0,1,3,0,0,0,0,0,1,0,2,0,2,3,2,4,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,4,0,0,0,0,0,4,0,1,0,0,0,4,0,4,0,0,0,2,0,0,0,3,2,3,3,0,1,2,0,0,3,16,38,17,18,26,30,25,184,16,NA,NA,1,0,0,2,2,3,1,0,0,1,0,1
+08/03/2020,0,4,2,0,0,0,1,0,0,2,2,2,1,3,7,2,1,1,3,0,0,2,0,0,0,3,0,3,0,5,0,0,4,12,0,0,0,5,0,0,0,5,0,3,0,2,0,2,8,0,1,0,0,0,13,1,3,1,0,8,4,1,1,0,0,3,4,3,0,1,3,1,4,2,5,2,1,0,1,3,0,0,0,0,0,1,0,4,0,2,3,2,5,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,3,0,4,0,0,0,0,0,5,0,2,1,0,0,6,1,4,0,0,0,3,0,3,0,3,3,3,3,0,1,3,0,0,3,23,51,25,18,31,41,35,244,18,NA,NA,1,0,0,2,2,4,3,0,2,3,0,1
 09/03/2020,0,5,2,0,0,0,1,0,0,3,2,2,1,3,8,2,1,1,3,0,0,4,0,0,0,4,0,2,0,5,0,0,4,12,0,0,1,5,0,0,1,5,0,3,0,2,0,2,8,0,1,0,2,0,13,1,3,1,0,8,4,1,1,0,0,3,4,5,0,2,3,1,5,2,5,2,1,0,1,4,0,0,0,0,0,1,0,4,0,2,5,4,5,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,5,0,4,0,0,0,1,1,6,1,2,1,0,0,7,1,4,0,0,1,3,0,4,0,3,3,3,3,0,1,3,2,0,3,24,61,31,22,35,43,38,280,23,NA,NA,1,0,0,2,2,4,3,0,3,5,2,1
 10/03/2020,1,8,2,0,0,0,1,0,0,3,3,2,1,3,8,2,2,2,3,0,1,5,0,0,0,4,1,3,1,7,0,0,4,13,0,0,1,5,0,0,1,5,0,3,1,3,0,2,10,1,1,0,2,1,16,1,5,1,1,13,5,1,1,0,0,4,4,5,0,2,3,1,5,2,5,2,2,0,2,4,0,0,0,0,1,1,0,5,0,2,5,4,7,1,0,0,0,1,0,1,0,1,0,0,0,0,0,1,1,0,2,0,0,0,1,8,0,4,0,0,0,1,1,6,2,2,1,0,0,7,4,4,0,0,1,3,0,4,0,3,5,3,4,1,1,3,3,0,3,29,91,36,24,37,51,41,324,27,NA,NA,1,0,0,2,2,6,3,0,3,7,2,1
 11/03/2020,1,8,2,0,0,0,2,0,0,3,3,2,1,3,8,3,2,2,3,0,1,7,0,0,0,5,1,3,1,7,0,1,4,13,0,0,1,5,0,0,1,6,0,4,1,4,0,3,13,1,1,0,2,1,18,3,5,1,1,15,5,1,1,1,0,5,5,5,0,2,3,1,6,2,5,2,2,0,2,6,0,0,0,1,0,2,0,5,0,3,6,4,9,1,0,0,0,1,0,1,1,1,0,0,0,1,1,2,1,0,2,1,0,0,1,9,0,4,0,2,0,1,1,10,4,2,1,0,0,7,4,4,0,0,1,3,1,4,0,3,6,3,4,1,2,3,4,0,3,32,104,42,32,43,60,44,387,36,NA,NA,3,2,0,2,2,6,5,0,4,8,2,2

diff --git a/Data/cases_by_area.csv b/Data/cases_by_area.csv
@@ -1696,7 +1696,7 @@
 03/03/2020,Vale of Glamorgan,0,UTLA,Wales,W06000014
 03/03/2020,Wrexham,0,UTLA,Wales,W06000006
 04/03/2020,England,NA,Country,England,E92
-04/03/2020,Northern Ireland,1,Country,Northern Ireland,N92
+04/03/2020,Northern Ireland,3,Country,Northern Ireland,N92
 04/03/2020,Scotland,3,Country,Scotland,S92
 04/03/2020,Wales,1,Country,Wales,W92
 04/03/2020,Ayrshire and Arran,1,Health board,Scotland,S08000015
@@ -2120,7 +2120,7 @@
 05/03/2020,Vale of Glamorgan,0,UTLA,Wales,W06000014
 05/03/2020,Wrexham,0,UTLA,Wales,W06000006
 06/03/2020,England,143,Country,England,E92
-06/03/2020,Northern Ireland,4,Country,Northern Ireland,N92
+06/03/2020,Northern Ireland,3,Country,Northern Ireland,N92
 06/03/2020,Scotland,11,Country,Scotland,S92
 06/03/2020,Wales,2,Country,Wales,W92
 06/03/2020,Ayrshire and Arran,1,Health board,Scotland,S08000015
@@ -2333,7 +2333,7 @@
 06/03/2020,Wrexham,0,UTLA,Wales,W06000006
 07/03/2020,England,184,Country,England,E92
 07/03/2020,Northern Ireland,7,Country,Northern Ireland,N92
-07/03/2020,Scotland,11,Country,Scotland,S92
+07/03/2020,Scotland,16,Country,Scotland,S92
 07/03/2020,Wales,2,Country,Wales,W92
 07/03/2020,Ayrshire and Arran,1,Health board,Scotland,S08000015
 07/03/2020,Borders,0,Health board,Scotland,S08000016
@@ -2545,7 +2545,7 @@
 07/03/2020,Wrexham,0,UTLA,Wales,W06000006
 08/03/2020,England,244,Country,England,E92
 08/03/2020,Northern Ireland,12,Country,Northern Ireland,N92
-08/03/2020,Scotland,16,Country,Scotland,S92
+08/03/2020,Scotland,18,Country,Scotland,S92
 08/03/2020,Wales,4,Country,Wales,W92
 08/03/2020,Ayrshire and Arran,1,Health board,Scotland,S08000015
 08/03/2020,Borders,0,Health board,Scotland,S08000016

diff --git a/Data/cases_by_utla.csv b/Data/cases_by_utla.csv
@@ -156,7 +156,7 @@ date,UTLA,confirm,type,GSS_CD
 07/03/2020,South East,30,NHS_region,E40000005
 07/03/2020,South West,25,NHS_region,E40000006
 07/03/2020,England,184,Country,E92
-07/03/2020,Scotland,11,Country,S92
+07/03/2020,Scotland,16,Country,S92
 07/03/2020,Ayrshire and Arran,1,NHS_region,S08000015
 07/03/2020,Borders,0,NHS_region,S08000016
 07/03/2020,Dumfries and Gallow,0,NHS_region,S08000017
@@ -326,7 +326,7 @@ date,UTLA,confirm,type,GSS_CD
 08/03/2020,South East,41,NHS_region,E40000005
 08/03/2020,South West,35,NHS_region,E40000006
 08/03/2020,England,244,Country,E92
-08/03/2020,Scotland,16,Country,S92
+08/03/2020,Scotland,18,Country,S92
 08/03/2020,Ayrshire and Arran,1,NHS_region,S08000015
 08/03/2020,Borders,0,NHS_region,S08000016
 08/03/2020,Dumfries and Gallow,0,NHS_region,S08000017