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authoremkael <emkael@tlen.pl>2014-10-06 15:51:30 +0200
committeremkael <emkael@tlen.pl>2014-10-06 15:51:30 +0200
commit8249784c586a088c09598305fd408f376aad26fb (patch)
tree21a894b662a4c5bc4271d146bb6a3f38e715c236
* initial commit
Diffstat
-rw-r--r--.gitignore2
-rw-r--r--config/elo.json10
-rw-r--r--csv/1940s-results.csv575
-rw-r--r--csv/1950-results.csv572
-rw-r--r--csv/1950b-results.csv97
-rw-r--r--csv/1951-results.csv709
-rwxr-xr-xelo.py89
-rw-r--r--f1elo/__init__.py0
-rw-r--r--f1elo/db.py25
-rw-r--r--f1elo/elo.py62
-rw-r--r--f1elo/model.py89
-rw-r--r--import-csv.py27
12 files changed, 2257 insertions, 0 deletions
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..21f5cbd
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+*.pyc
+config/db.json
diff --git a/config/elo.json b/config/elo.json
new file mode 100644
index 0000000..e50822b
--- /dev/null
+++ b/config/elo.json
@@ -0,0 +1,10 @@
+{
+ "initial_ranking": 1450.0,
+ "disparity": 400,
+ "importance": {
+ "NC_Q": 1.6,
+ "NC_R": 16,
+ "C_Q": 3.2,
+ "C_R": 32
+ }
+}
diff --git a/csv/1940s-results.csv b/csv/1940s-results.csv
new file mode 100644
index 0000000..3154950
--- /dev/null
+++ b/csv/1940s-results.csv
@@ -0,0 +1,575 @@
+1,1,3,France,Raymond Sommer,1
+1,2,6,Monaco,Louis Chiron,2
+1,3,11,France,Robert Mazaud,3
+1,4,5,Italy,Arialdo Ruggeri,3
+1,5,21,United Kingdom,Thomas Mathieson,4
+1,6,7,France,Eugène Chaboud,4
+France,Yves Giraud-Cabantous
+1,7,8,France,Georges Grignard,5
+1,8,18,Netherlands,Eric Verkade,5
+1,9,9,France,Henri Trillaud,5
+1,10,14,Italy,Discoride Lanza,6
+France,Maurice Trintignant
+1,11,23,France,Charles Pozzi,6
+1,Ret,1,France,Jean-Pierre Wimille,0
+1,Ret,2,Italy,Giuseppe Farina,0
+1,Ret,15,France,Henri Louveau,0
+1,Ret,4,Italy,Tazio Nuvolari,0
+1,Ret,7,France,Eugène Chaboud,0
+1,Ret,17,France,"Raph",0
+1,Ret,10,France,Paul Friderich,0
+1,Ret,20,Italy,Enrico Platé,0
+1,Ret,12,United States,Harry Schell,0
+1,Ret,28,France,Eugène Martin,0
+1,Ret,19,France,Victor-Henri Serve,0
+1,DNS,26,France,Jean Lucas,0
+2,1,18,France,Jean-Pierre Wimille,1
+2,2,20,Italy,Achille Varzi,2
+2,3,24,Italy,Luigi Villoresi,2
+2,4,4,United Kingdom,Reg Parnell,3
+2,5,2,Thailand,Prince Bira,4
+2,6,22,France,Raymond Sommer,4
+2,7,8,United Kingdom,George Bainbridge,5
+2,8,10,France,"Raph",5
+2,9,16,Netherlands,Eric Verkade,6
+2,Ret,6,United Kingdom,Peter Whitehead,0
+2,Ret,14,Switzerland,Josef Vojlectovsky,0
+3,1,42,Italy,Giuseppe Farina,1
+3,2,44,Italy,Carlo Felice Trossi,2
+3,3,46,Italy,Tazio Nuvolari,2
+3,4,38,Switzerland,Toulo de Graffenried,3
+3,5,34,United Kingdom,Raymond Mays,3
+3,6,26,United Kingdom,George Abecassis,3
+3,7,36,United Kingdom,Ian Connell,4
+3,8,52,United Kingdom,David Hampshire,4
+3,9,28,United Kingdom,Bob Gerard,5
+3,10,30,United States,Harry Schell,6
+3,Ret,32,Switzerland,Max Christen,0
+3,Ret,54,United Kingdom,Leslie Brooke,0
+4,1,42,Italy,Giuseppe Farina,1
+4,2,44,Italy,Carlo Felice Trossi,2
+4,3,18,France,Jean-Pierre Wimille,3
+4,4,46,Italy,Tazio Nuvolari,4
+4,5,38,Switzerland,Toulo de Graffenried,4
+4,6,2,Thailand,Prince Bira,4
+4,7,20,Italy,Achille Varzi,5
+4,8,22,France,Raymond Sommer,5
+4,Ret,26,United Kingdom,George Abecassis,0
+4,Ret,4,United Kingdom,Reg Parnell,6
+4,Ret,24,Italy,Luigi Villoresi,6
+5,1,46,Italy,Achille Varzi,1
+5,2,52,France,Jean-Pierre Wimille,2
+5,3,22,France,Raymond Sommer,3
+5,4,10,France,Eugène Chaboud,4
+5,5,26,France,Enrico Platé,4
+5,6,54,Italy,Carlo Felice Trossi,5
+5,7,56,Monaco,Louis Chiron,6
+5,8,18,United Kingdom,Leslie Brooke,6
+5,9,4,Italy,Discoride Lanza,6
+5,Ret,32,Switzerland,Christian Kautz,0
+5,Ret,50,United Kingdom,Peter Whitehead,0
+5,Ret,36,France,Henri Louveau,7
+5,Ret,40,Italy,Franco Cortese,0
+5,Ret,28,Italy,Arialdo Ruggeri,0
+5,Ret,48,Italy,Tazio Nuvolari,0
+5,Ret,16,Italy,Giorgio Pelassa,0
+5,Ret,24,Italy,Consalvo Sanesi,0
+5,Ret,64,Italy,Emilio Romano,0
+5,Ret,42,United Kingdom,Reg Parnell,0
+5,Ret,8,Italy,Giuseppe Farina,0
+5,DNQ,2,France,"Raph",0
+5,DNQ,6,United States,Harry Schell,0
+5,DNQ,12,France,Georges Grignard,0
+6,1,36,Italy,Achille Varzi,1
+6,2,34,Italy,Carlo Felice Trossi,2
+6,3,32,United Kingdom,Raymond Mays,2
+6,4,48,Italy,Nello Pagani,3
+6,5,26,United Kingdom,Robert Ansell,4
+6,6,50,Italy,Nino Grieco,5
+6,7,62,United States,Harry Schell,5
+6,8,42,Italy,Enrico Platé,6
+6,Ret,24,United Kingdom,Gordon Watson,0
+6,Ret,60,Thailand,Prince Bira,0
+6,Ret,64,France,Raymond de Sauge,0
+6,Ret,8,France,Robert Klempener,0
+7,1,38,France,Jean-Pierre Wimille,1
+7,2,32,Italy,Consalvo Sanesi,2
+7,3,44,Italy,Luigi Villoresi,2
+7,4,46,Monaco,Louis Chiron,3
+7,5,22,France,Raymond Sommer,3
+7,6,16,France,"Raph",4
+7,Ret,28,United Kingdom,Leslie Johnson,5
+7,Ret,2,France,Roger Loyer,0
+7,Ret,58,Switzerland,Adolfo Mandirola,0
+8,1,38,France,Jean-Pierre Wimille,1
+8,2,36,Italy,Achille Varzi,2
+8,3,34,Italy,Carlo Felice Trossi,2
+8,4,22,France,Raymond Sommer,3
+8,5,32,Italy,Consalvo Sanesi,3
+8,6,44,Italy,Luigi Villoresi,3
+8,7,48,Italy,Nello Pagani,4
+8,8,42,Thailand,Prince Bira,4
+8,9,54,Switzerland,Toulo de Graffenried,5
+8,10,16,France,"Raph",5
+8,11,26,United Kingdom,Robert Ansell,6
+8,12,12,France,Henri Louveau,6
+8,13,46,Monaco,Louis Chiron,7
+8,14,10,Switzerland,Ernst Hürzeler,7
+8,15,18,France,Louis Rosier,7
+8,16,4,France,Eugène Chaboud,8
+8,17,50,Italy,Nino Grieco,8
+8,Ret,30,United Kingdom,Raymond Mays,0
+8,Ret,14,France,Maurice Trintignant,0
+8,Ret,62,United States,Harry Schell,0
+France,Raymond de Sauge
+9,,1,France,Jean-Pierre Wimille,1
+9,,2,Italy,Achille Varzi,2
+9,,3,Monaco,Louis Chiron,3
+10,1,8,France,Jean-Pierre Wimille,1
+10,2,4,Italy,Achille Varzi,2
+10,3,34,Italy,Carlo Felice Trossi,3
+Italy,Giovanbattista Guidotti
+10,4,44,United Kingdom,Bob Gerard,3
+United Kingdom,Cuth Harrison
+10,5,24,France,Maurice Trintignant,4
+10,6,22,France,Louis Rosier,5
+10,7,40,United Kingdom,Leslie Johnson,6
+10,Ret,6,Italy,Consalvo Sanesi,0
+10,Ret,28,France,Henri Louveau,0
+10,Ret,34,France,Eugène Chaboud,0
+10,Ret,32,France,Yves Giraud-Cabantous,7
+10,Ret,36,France,Emile Cornet,0
+10,Ret,10,France,Raymond Sommer,0
+10,Ret,18,Switzerland,Christian Kautz,0
+10,Ret,20,Monaco,Louis Chiron,0
+10,Ret,42,United Kingdom,Peter Whitehead,0
+10,Ret,16,Switzerland,Toulo de Graffenried,0
+10,Ret,30,France,Benoit Falchetto,0
+11,1,24,Italy,Consalvo Sanesi,1
+11,2,30,Italy,Carlo Felice Trossi,2
+11,3,6,Italy,Luigi Villoresi,3
+11,4,16,Italy,Achille Varzi,4
+11,5,34,Italy,Alberto Ascari,5
+11,6,18,Monaco,Louis Chiron,6
+11,7,8,France,Raymond Sommer,7
+11,8,32,Switzerland,Toulo de Graffenried,8
+11,9,2,Italy,Alessandro Gaboardi,9
+11,10,14,France,Pierre Levegh,10
+11,11,52,Italy,Lorenzo Arrigoni,11
+11,12,36,France,"Raph",12
+11,13,12,France,Eugène Chaboud,13
+11,14,22,France,Charles Pozzi,14
+11,15,38,Italy,Arialdo Ruggeri,15
+11,16,46,Italy,Giovanni Minozzi,16
+11,17,42,Italy,Gaetano dell'Acqua,17
+11,18,28,Italy,Giovanni Bracco,18
+11,19,10,Italy,Lamberto Grolla,19
+11,20,56,Italy,Mario Porrino,20
+11,21,44,Italy,Carlo Pesci,21
+11,22,54,France,Henri Louveau,22
+11,23,26,Thailand,Prince Bira,23
+11,24,4,Italy,Nello Pagani,24
+12,1,30,Italy,Carlo Felice Trossi,1
+12,2,16,Italy,Achille Varzi,2
+12,3,24,Italy,Consalvo Sanesi,3
+12,4,2,Italy,Alessandro Gaboardi,4
+12,5,34,Italy,Alberto Ascari,5
+12,6,54,France,Henri Louveau,6
+12,7,22,France,Charles Pozzi,7
+12,8,12,France,Eugène Chaboud,8
+12,9,44,Italy,Carlo Pesci,9
+12,Ret,56,Italy,Mario Porrino,0
+12,Ret,52,Italy,Lorenzo Arrigoni,0
+12,Ret,10,Italy,Lamberto Grolla,0
+12,Ret,28,Italy,Giovanni Bracco,0
+12,Ret,6,Italy,Luigi Villoresi,0
+12,Ret,42,Italy,Gaetano dell'Acqua,0
+12,Ret,8,France,Raymond Sommer,0
+12,Ret,14,France,Pierre Levegh,0
+12,Ret,36,France,"Raph",0
+12,Ret,4,Italy,Nello Pagani,0
+12,Ret,26,Thailand,Prince Bira,0
+12,Ret,18,Monaco,Louis Chiron,0
+12,Ret,32,Switzerland,Toulo de Graffenried,0
+12,DNS,38,Italy,Arialdo Ruggeri,0
+12,DNS,46,Italy,Giovanni Minozzi,0
+13,1,,France,Henri Louveau,1
+13,2,,France,Louis Chiron,2
+13,3,,France,Eugène Chaboud,3
+14,1,6,France,Louis Chiron,1
+14,2,24,France,Henri Louveau,2
+14,3,2,France,Eugène Chaboud,3
+14,4,30,France,Louis Rosier,3
+14,5,32,France,Charles Pozzi,4
+14,Ret,44,Italy,Alberto Ascari,0
+14,6,4,Italy,Franco Comotti,5
+14,Ret,28,United Kingdom,Reg Parnell,0
+United Kingdom,Wilkie Wilkinson
+14,Ret,8,France,Yves Giraud-Cabantous,0
+United Kingdom,John Selsdon
+14,Ret,16,France,"Raph",0
+14,Ret,18,France,Pierre Levegh,6
+14,Ret,22,Switzerland,Emmanuel de Graffenried,0
+14,Ret,42,Italy,Luigi Villoresi,0
+14,Ret,26,United Kingdom,Leslie Brooke,0
+14,Ret,10,United States,Luigi Chinetti,0
+14,Ret,14,France,Raymond Sommer,0
+15,1,,Italy,Giuseppe Farina,1
+15,2,,France,Jean-Pierre Wimille,2
+15,3,,Italy,Luigi Villoresi,3
+15,4,,Italy,Piero Taruffi,4
+15,5,,France,Raymond Sommer,5
+15,6,,Italy,Alberto Ascari,6
+15,7,,Switzerland,Emmanuel de Graffenried,7
+15,8,,Argentina,Clemar Bucci,8
+15,9,,Italy,Nello Pagani,9
+15,10,,Thailand,Prince Bira,10
+15,11,,Monaco,Louis Chiron,11
+15,12,,France,Yves Giraud-Cabantous,12
+15,13,,France,Maurice Trintignant,13
+15,14,,France,Louis Rosier,14
+15,16,,Russia,Igor Troubetzkoy,16
+15,17,,United Kingdom,Cuth Harrison,17
+15,18,,United Kingdom,Reg Parnell,18
+15,19,,France,Eugène Chaboud,19
+16,1,,Italy,Giuseppe Farina,1
+16,2,,Monaco,Louis Chiron,2
+16,3,,Switzerland,Emmanuel de Graffenried,3
+16,4,,France,Maurice Trintignant,3
+16,5,,Italy,Luigi Villoresi,4
+Italy,Alberto Ascari
+16,6,,France,Yves Giraud-Cabantous,5
+16,7,,France,Eugène Chaboud,6
+16,NC,,Argentina,Clemar Bucci,7
+16,Ret,,Italy,Nello Pagani,0
+16,Ret,,Italy,Alberto Ascari,0
+16,Ret,,France,Jean-Pierre Wimille,0
+16,Ret,,Russia,Igor Troubetzkoy,7
+16,Ret,,United Kingdom,Cuth Harrison,0
+16,Ret,,United Kingdom,Reg Parnell,0
+16,Ret,,Italy,Piero Taruffi,0
+16,Ret,,France,Louis Rosier,0
+16,Ret,,France,Raymond Sommer,0
+16,Ret,,Thailand,Prince Bira,0
+17,1,30,France,Jean-Pierre Wimille,1
+17,2,38,Italy,Giuseppe Farina,2
+17,3,34,Italy,Luigi Villoresi,3
+17,4,26,Italy,Carlo Felice Trossi,4
+17,5,32,Italy,Alberto Ascari,5
+17,6,56,Italy,Consalvo Sanesi,6
+17,7,10,France,Raymond Sommer,7
+17,8,4,Monaco,Louis Chiron,8
+17,9,24,United Kingdom,Raymond Mays,9
+17,10,8,France,Charles Pozzi,10
+17,11,50,Switzerland,Christian Kautz,11
+17,12,20,United Kingdom,George Abecassis,12
+17,13,48,Switzerland,Emmanuel de Graffenried,13
+17,14,18,France,Louis Rosier,14
+17,15,40,Italy,Clemente Biondetti,15
+17,16,52,Thailand,Prince Bira,16
+17,17,46,Italy,Luigi Fagioli,17
+17,18,42,Russia,Igor Troubetzkoy,18
+17,19,36,Italy,Gianfranco Comotti,19
+17,20,54,France,Yves Giraud-Cabantous,20
+18,1,26,Italy,Carlo Felice Trossi,1
+18,2,30,France,Jean-Pierre Wimille,2
+18,3,34,Italy,Luigi Villoresi,2
+18,4,56,Italy,Consalvo Sanesi,3
+18,5,32,Italy,Alberto Ascari,3
+18,6,4,Monaco,Louis Chiron,4
+18,7,8,France,Charles Pozzi,5
+18,8,54,France,Yves Giraud-Cabantous,6
+18,9,42,Russia,Igor Troubetzkoy,7
+18,Ret,20,United Kingdom,George Abecassis,0
+18,Ret,40,Italy,Clemente Biondetti,0
+18,Ret,52,Thailand,Prince Bira,0
+18,Ret,36,Italy,Gianfranco Comotti,0
+18,Ret,48,Switzerland,Emmanuel de Graffenried,0
+18,Ret,46,Italy,Luigi Fagioli,0
+18,Ret,38,Italy,Giuseppe Farina,0
+18,Ret,50,Switzerland,Christian Kautz,8
+18,Ret,24,United Kingdom,Raymond Mays,0
+18,Ret,18,France,Louis Rosier,0
+18,Ret,10,France,Raymond Sommer,0
+18,DNQ,44,Argentina,Clemar Bucci,0
+18,DNQ,22,United Kingdom,Bob Gerard,0
+18,DNS,28,Italy,Achille Varzi,8
+19,1,,France,Jean-Pierre Wimille,1
+19,2,,Italy,Alberto Ascari,2
+19,3,,Italy,Consalvo Sanesi,3
+20,1,,France,Jean-Pierre Wimille,1
+20,2,,Italy,Consalvo Sanesi,2
+20,3,,Italy,Alberto Ascari,2
+20,4,,Italy,Franco Comotti,3
+20,5,,France,"Georges Raph",3
+20,6,,France,Louis Rosier,4
+20,7,,Italy,Tazio Nuvolari,5
+Italy,Luigi Villoresi
+20,8,,France,Eugène Chaboud,5
+20,9,,Monaco,Louis Chiron,6
+20,10,,France,Charles Pozzi,6
+21,1,,France,Jean-Pierre Wimille,1
+21,2,,Italy,Carlo Felice Trossi,2
+21,3,,Italy,Luigi Villoresi,3
+21,4,,France,Raymond Sommer,4
+21,5,,Italy,Consalvo Sanesi,5
+21,6,,Italy,Giuseppe Farina,6
+21,7,,Italy,Alberto Ascari,7
+21,9,,United Kingdom,Reg Parnell,9
+21,10,,Italy,Franco Comotti,10
+21,11,,Switzerland,Emmanuel de Graffenried,11
+21,12,,Italy,Franco Cortese,12
+21,13,,Italy,Piero Taruffi,13
+21,14,,France,Louis Rosier,14
+21,15,,Thailand,Prince Bira,15
+21,16,,France,Philippe Étancelin,16
+21,17,,France,Robert Manzon,17
+21,18,,United Kingdom,Leslie Brooke,18
+21,19,,France,Yves Giraud-Cabantous,19
+21,20,,France,Eugène Chaboud,20
+22,1,,France,Jean-Pierre Wimille,1
+22,2,,Italy,Luigi Villoresi,2
+22,3,,France,Raymond Sommer,3
+22,4,,Italy,Alberto Ascari,4
+22,5,,United Kingdom,Reg Parnell,4
+22,6,,France,Louis Rosier,5
+22,7,,Italy,Franco Comotti,5
+22,8,,France,Philippe Étancelin,6
+22,9,,Switzerland,Emmanuel de Graffenried,7
+22,10,,France,Eugène Chaboud,7
+22,11,,United Kingdom,Leslie Brooke,7
+22, ?,,Italy,Carlo Felice Trossi,0
+22, ?,,Italy,Consalvo Sanesi,0
+22, ?,,Italy,Giuseppe Farina,0
+22, ?,,Italy,Franco Cortese,0
+22, ?,,Italy,Piero Taruffi,0
+22, ?,,Thailand,Prince Bira,0
+22, ?,,France,Robert Manzon,0
+22, ?,,France,Yves Giraud-Cabantous,0
+23,1,,Monaco,Louis Chiron,1
+23,2,,Switzerland,Emmanuel de Graffenried,2
+23,3,,France,Philippe Étancelin,3
+23,4,,United Kingdom,Bob Gerard,4
+23,5,,United Kingdom,Leslie Johnson,5
+23,6,,Thailand,Prince Bira,6
+23,7,,United Kingdom,Reg Parnell,7
+23,8,,United Kingdom,Peter Walker,8
+23,9,,United Kingdom,Tony Rolt,9
+23,10,,United Kingdom,Cuth Harrison,10
+23,11,,Italy,Gianfranco Comotti,11
+23,12,,France,Louis Rosier,12
+23,13,,United Kingdom,John Bolster,13
+23,14,,United Kingdom,Geoff Richardson,14
+23,15,,United Kingdom,Geoffrey Ansell,15
+23,16,,United Kingdom,George Watson,16
+23,17,,United Kingdom,Raymond Mays,17
+23,18,,United Kingdom,Duncan Hamilton,18
+23,19,,United Kingdom,David Hampshire,19
+23,20,,United Kingdom,George Nixon,20
+23,21,,United Kingdom,Bob Ansell,21
+23,22,,United Kingdom,Roy Salvadori,22
+23,23,,United Kingdom,Sam Gilbey,23
+23,24,,Italy,Luigi Villoresi,24
+23,25,,Italy,Alberto Ascari,25
+23,–,,United Kingdom,Lord Selsdon,0
+23,–,,United Kingdom,Fred Ashmore,0
+23,–,,United Kingdom,Anthony Baring,0
+23,–,,United Kingdom,Leslie Brooke,0
+23,DNA,,France,Raymond Sommer,0
+23,DNA,,Italy,Giuseppe Farina,0
+23,DNQ,,Republic of Ireland,Bobby Baird,0
+24,1,18,Italy,Luigi Villoresi,1
+24,2,11,Italy,Alberto Ascari,2
+24,3,16,United Kingdom,Bob Gerard,2
+24,4,3,France,Louis Rosier,3
+24,5,19,Thailand,Prince Bira,4
+24,6,25,United Kingdom,John Bolster,5
+United Kingdom,Peter Bell
+24,7,24,United Kingdom,Philip Fotheringham-Parker,6
+United Kingdom,David Hampshire
+24,8,27,United Kingdom,Roy Salvadori,6
+24,9,20,Switzerland,Emmanuel de Graffenried,7
+24,10,30,United Kingdom,George Dixon,8
+24,11,14,United Kingdom,Peter Walker,9
+24,12,9,United Kingdom,Bob Ansell,10
+United Kingdom,George Bainbridge
+24,Ret,23,United Kingdom,Cuth Harrison,0
+24,Ret,1,Monaco,Louis Chiron,0
+24,Ret,26,United Kingdom,Sam Gilbey,0
+24,Ret,12,United Kingdom,Raymond Mays,0
+24,Ret,4,France,Philippe Étancelin,0
+24,Ret,22,United Kingdom,Geoffrey Ansell,11
+24,Ret,8,United Kingdom,Duncan Hamilton,0
+24,Ret,31,United Kingdom,Guy Richardson,0
+24,Ret,17,United Kingdom,George Watson,0
+24,Ret,29,United Kingdom,Tony Rolt,0
+24,Ret,2,Italy,Gianfranco Comotti,0
+24,Ret,6,United Kingdom,Reg Parnell,0
+24,Ret,15,United Kingdom,Leslie Johnson,0
+25,1,12,Italy,Luigi Villoresi,1
+25,2,1,Thailand,Prince Bira,2
+25,3,28,United Kingdom,Peter Walker,3
+25,4,2,Switzerland,Emmanuel de Graffenried,4
+25,5,7,United Kingdom,Bob Gerard,5
+25,6,10,United Kingdom,Reg Parnell,6
+25,7,3,United Kingdom,Tony Rolt,7
+25,8,24,France,Philippe Étancelin,8
+25,9, ?,United Kingdom,Cuth Harrison,9
+25,10,8,United Kingdom,David Hampshire,10
+25,11,17,France,Yves Giraud-Cabantous,11
+25,12,18,United Kingdom,George Abecassis,12
+25,13,6,United Kingdom,Geoff Ansell,13
+25,14,21,United Kingdom,Peter Whitehead,14
+25,15,15,Monaco,Louis Chiron,15
+25,16,27,United Kingdom,John Bolster,16
+25,17,11,United Kingdom,Fred Ashmore,17
+25,18,19,Belgium,Johnny Claes,18
+25,19,4,United Kingdom,Raymond Mays,19
+25,20,16,France,Louis Rosier,20
+25,21,26,United Kingdom,Anthony Baring,21
+25,22,22,United Kingdom,Duncan Hamilton,22
+25,23,25,United Kingdom,Roy Salvadori,23
+25,24,20,United Kingdom,George Nixon,24
+25,25,9,United Kingdom,David Murray,25
+26,1,2,Switzerland,Emmanuel de Graffenried,1
+26,2,7,United Kingdom,Bob Gerard,2
+26,3,16,France,Louis Rosier,3
+26,4,8,United Kingdom,David Hampshire,3
+United Kingdom,Billy Cotton
+26,5,24,France,Philippe Étancelin,4
+26,6,11,United Kingdom,Fred Ashmore,4
+26,7,18,United Kingdom,George Abecassis,5
+26,8,21,United Kingdom,Peter Whitehead,6
+United Kingdom,Dudley Folland
+26,9,6,United Kingdom,Geoff Ansell,7
+United Kingdom,Brian Shawe-Taylor
+26,10,19,Belgium,Johnny Claes,8
+26,11,22,United Kingdom,Philip Fotheringham-Parker,8
+United Kingdom,Duncan Hamilton
+26,Ret,4,United Kingdom,Raymond Mays,9
+United Kingdom,Ken Richardson
+26,Ret,10,United Kingdom,Reg Parnell,0
+26,Ret,25,United Kingdom,Roy Salvadori,0
+26,Ret,9,United Kingdom,David Murray,0
+26,Ret,27,United Kingdom,John Bolster,9
+26,Ret,28,United Kingdom,Peter Walker,0
+26,Ret,1,Thailand,Prince Bira,9
+26,Ret,15,Monaco,Louis Chiron,0
+26,Ret,17,France,Yves Giraud-Cabantous,0
+26,Ret,26,United Kingdom,Anthony Baring,0
+26,Ret,12,Italy,Luigi Villoresi,0
+26,Ret, ?,United Kingdom,Cuth Harrison,0
+26,Ret,20,United Kingdom,George Nixon,0
+26,Ret,3,United Kingdom,Tony Rolt,0
+26,DNS,5,United Kingdom,Bob Ansell,0
+27,1,,Italy,Luigi Villoresi,1
+27,2,,Argentina,Juan Manuel Fangio,2
+27,3,,France,Philippe Étancelin,3
+28,1,24,France,Louis Rosier,1
+28,2,2,Italy,Luigi Villoresi,2
+28,3,4,Italy,Alberto Ascari,2
+28,4,6,United Kingdom,Peter Whitehead,3
+28,5,28,Belgium,Johnny Claes,4
+28,6,14,United Kingdom,Fred Ashmore,5
+28,7,18,United Kingdom,Geoffrey Crossley,6
+28,Ret,10,Argentina,Benedicto Campos,0
+28,Ret,20,France,Philippe Étancelin,0
+28,Ret,26,France,Guy Mairesse,7
+28,Ret,22,France,Pierre Levegh,0
+28,Ret,12,Italy,Giuseppe Farina,7
+28,Ret,16,United Kingdom,Reg Parnell,0
+28,Ret,8,Argentina,Juan Manuel Fangio,0
+29,1,,Italy,Giuseppe Farina,1
+29,2,,Thailand,Prince Bira,2
+29,3,,Italy,Alberto Ascari,3
+30,1,30,Italy,Alberto Ascari,1
+30,2,34,Italy,Luigi Villoresi,2
+30,3,18,France,Raymond Sommer,2
+30,4,8,France,Philippe Étancelin,3
+30,5,22,Thailand,Prince Bira,3
+30,6,16,France,Louis Rosier,4
+30,7,46,Switzerland,Emmanuel de Graffenried,5
+30,8,28,United Kingdom,Reg Parnell,5
+30,9,36,United Kingdom,Peter Whitehead,5
+30,10,14,France,Pierre Levegh,6
+30,11,50,United Kingdom,Fred Ashmore,6
+30,12,12,France,Georges Grignard,6
+30,13,2,Belgium,Johnny Claes,6
+30,14,38,Switzerland,Toni Branca,7
+30,15,44,Switzerland,Rudi Fischer,8
+30,16,48,United States,Harry Schell,9
+30,17,42,Switzerland,Alfred Dattner,10
+30,Ret,20,Italy,Giuseppe Farina,0
+30,Ret,24,Switzerland,Frankie Sechehaye,0
+30,Ret,26,Italy,Clemente Biondetti,0
+31,1,,Italy,Luigi Villoresi,1
+31,2,,Argentina,Juan Manuel Fangio,2
+31,3,,France,Louis Rosier,3
+32,1,6,Monaco,Louis Chiron,1
+32,2,30,Thailand,Prince Bira,2
+32,3,24,United Kingdom,Peter Whitehead,2
+32,4,10,France,Louis Rosier,3
+32,5,2,France,Raymond Sommer,4
+32,6,16,France,Eugène Chaboud,5
+32,NC,14,France,Georges Grignard,6
+32,Ret,12,France,Pierre Levegh,0
+32,Ret,36,Argentina,Benedicto Campos,0
+32,Ret,8,France,Yves Giraud-Cabantous,0
+32,Ret,4,France,Philippe Étancelin,0
+32,Ret,34,Argentina,Juan Manuel Fangio,0
+32,Ret,38,United Kingdom,Reg Parnell,0
+32,Ret,18,United Kingdom,George Abecassis,0
+32,Ret,40,United Kingdom,David Murray,0
+32,Ret,28,Italy,Giuseppe Farina,0
+32,Ret,20,Italy,Luigi Villoresi,0
+32,WD,22,Italy,Alberto Ascari,0
+32,WD,26,Italy,Luigi Fagioli,0
+32,WD,32,Switzerland,Emmanuel de Graffenried,0
+33,1,8,Italy,Alberto Ascari,1
+33,2,34,Italy,Luigi Villoresi,2
+33,3,4,Italy,Giuseppe Farina,3
+33,4,40,France,Raymond Sommer,4
+33,5,2,Argentina,Benedicto Campos,5
+33,6,42,Switzerland,Emmanuel de Graffenried,6
+33,7,6,Thailand,Prince Bira,7
+33,8,54,France,Philippe Étancelin,8
+33,9,26,Italy,Clemente Biondetti,9
+33,10,10,France,Louis Rosier,10
+33,11,32,Italy,Franco Rol,11
+33,12,16,Italy,Felice Bonetto,12
+33,13,20,United Kingdom,Reg Parnell,13
+33,14,56,France,Pierre Levegh,14
+33,15,44,United Kingdom,Cuth Harrison,15
+33,16,50,Belgium,Johnny Claes,16
+33,17,24,United Kingdom,David Murray,17
+33,18, ?,United Kingdom,Peter Whitehead,18
+33,19,22,France,Guy Mairesse,19
+33,20,28,France,Eugène Chaboud,20
+33,21,30,France,Henri Louveau,21
+33,22,14,Italy,Nello Pagani,22
+33,23,36,United Kingdom,Leslie Brooke,23
+33,24,52,Italy,Piero Taruffi,24
+34,1,8,Italy,Alberto Ascari,1
+34,2,54,France,Philippe Étancelin,2
+34,3,6,Thailand,Prince Bira,3
+34,4,42,Switzerland,Emmanuel de Graffenried,4
+34,5,40,France,Raymond Sommer,5
+34,6,44,United Kingdom,Cuth Harrison,5
+34,7,52,Italy,Piero Taruffi,6
+34,8,50,Belgium,Johnny Claes,7
+34,9,30,France,Henri Louveau,8
+34,Ret,2,Argentina,Benedicto Campos,0
+34,Ret,28,France,Eugène Chaboud,0
+34,Ret,10,France,Louis Rosier,0
+34,Ret,24,United Kingdom,David Murray,9
+34,Ret,56,France,Pierre Levegh,0
+34,Ret,32,Italy,Franco Rol,0
+34,Ret,22,France,Guy Mairesse,9
+34,Ret,34,Italy,Luigi Villoresi,0
+34,Ret,4,Italy,Giuseppe Farina,0
+34,Ret,36,United Kingdom,Leslie Brooke,0
+34,Ret,16,Italy,Felice Bonetto,0
+34,Ret, ?,United Kingdom,Peter Whitehead,0
+34,Ret,20,United Kingdom,Reg Parnell,0
+34,Ret,26,Italy,Clemente Biondetti,0
+34,Ret,14,Italy,Nello Pagani,0
diff --git a/csv/1950-results.csv b/csv/1950-results.csv
new file mode 100644
index 0000000..1166de1
--- /dev/null
+++ b/csv/1950-results.csv
@@ -0,0 +1,572 @@
+35,1,10,Argentina,Juan Manuel Fangio,1
+35,2,2,Italy,Luigi Villoresi,2
+35,4,14,France,Louis Rosier,4
+35,3,6,France,Raymond Sommer,3
+35,8,22,France,Robert Manzon,8
+35,10,28,France,Pierre Levegh,10
+35,11,20,France,Maurice Trintignant,11
+35,13,16,France,Charles Pozzi,13
+35,7,18,Monaco,Louis Chiron,7
+35,12,8,France,Philippe Étancelin,12
+35,9,24,France,André Simon,9
+35,5,12,Argentina,José Froilán González,5
+35,6,4,Italy,Alberto Ascari,6
+37,1,10,Argentina,Juan Manuel Fangio,1
+37,2,2,Italy,Luigi Villoresi,2
+37,3,14,France,Louis Rosier,2
+37,4,6,France,Raymond Sommer,3
+37,5,22,France,Robert Manzon,4
+37,6,28,France,Pierre Levegh,5
+37,7,20,France,Maurice Trintignant,6
+37,8,16,France,Charles Pozzi,7
+France,Georges Grignard
+37,Ret,18,Monaco,Louis Chiron,0
+37,Ret,8,France,Philippe Étancelin,0
+37,Ret,24,France,André Simon,8
+37,Ret,12,Argentina,José Froilán González,0
+37,Ret,4,Italy,Alberto Ascari,0
+36,3,22,United Kingdom,Reg Parnell,3
+36,13,20,Switzerland,Toulo de Graffenried,13
+36,7,29,United Kingdom,Brian Shawe-Taylor,7
+36,1,28,United Kingdom,Cuth Harrison,1
+36,5,25,United Kingdom,Graham Whitehead,5
+36,12,5,United Kingdom,George Abecassis,12
+36,8,32,United Kingdom,Colin Murray,8
+36,6,31,United Kingdom,Philip Fotheringham-Parker,6
+36,10,33,United Kingdom,Gordon Watson,10
+36,9,21,Thailand,Prince Bira,9
+36,2,24,United Kingdom,Peter Whitehead,2
+36,4,26,United Kingdom,Peter Walker,4
+36,11,23,United Kingdom,David Hampshire,11
+38,1,22,United Kingdom,Reg Parnell,1
+38,2,20,Switzerland,Toulo de Graffenried,2
+38,3,29,United Kingdom,Brian Shawe-Taylor,2
+38,4,28,United Kingdom,Cuth Harrison,3
+38,5,25,United Kingdom,Graham Whitehead,3
+38,6,5,United Kingdom,George Abecassis,4
+38,7,32,United Kingdom,Colin Murray,5
+38,8,31,United Kingdom,Philip Fotheringham-Parker,5
+38,9,33,United Kingdom,Gordon Watson,6
+38,Ret,21,Thailand,Prince Bira,0
+38,Ret,24,United Kingdom,Peter Whitehead,0
+38,DNS,26,United Kingdom,Peter Walker,0
+38,DNA,23,United Kingdom,David Hampshire,0
+39,2,2,Argentina,Juan Manuel Fangio,2
+39,3,3,Italy,Luigi Villoresi,3
+39,7,7,Argentina,Alfredo Pian,7
+39,8,8,Italy,Roberto Vallone,8
+39,12,12,Italy,Franco Rol,12
+39,11,11,Monaco,Louis Chiron,11
+39,5,5,Argentina,José Froilán González,5
+39,18,18,Switzerland,Emmanuel de Graffenried,18
+39,4,4,France,Raymond Sommer,4
+39,1,1,Italy,Alberto Ascari,1
+39,9,9,Italy,Giovanni Bracco,9
+39,10,10,Italy,Piero Carini,10
+39,15,15,Thailand,Prince Bira,15
+39,6,6,Italy,Felice Bonetto,6
+39,13,13,Italy,Clemente Biondetti,13
+39,14,14,United Kingdom,Leslie Brooke,14
+39,16,16,United Kingdom,Peter Whitehead,16
+39,17,17,United Kingdom,Reg Parnell,17
+39,19,19,Italy,Dorino Serafini,19
+39,20,20,Switzerland,Rudi Fischer,20
+40,1,18,Argentina,Juan Manuel Fangio,1
+40,2,24,Italy,Luigi Villoresi,2
+40,3,6,Argentina,Alfredo Pian,3
+40,4,2,Italy,Roberto Vallone,4
+40,5,20,Italy,Franco Rol,5
+40,6,10,Monaco,Louis Chiron,5
+40,Ret,30,Argentina,José Froilán González,0
+40,Ret,32,Switzerland,Emmanuel de Graffenried,0
+40,Ret,28,France,Raymond Sommer,0
+40,Ret,12,Italy,Alberto Ascari,7
+40,Ret,34,Italy,Giovanni Bracco,7
+40,Ret,40,Italy,Piero Carini,7
+40,Ret,14,Thailand,Prince Bira,0
+40,Ret,44,Italy,Felice Bonetto,0
+40,Ret,16,Italy,Clemente Biondetti,0
+40,Ret,26,United Kingdom,Leslie Brooke,0
+40,Ret,4,United Kingdom,Peter Whitehead,0
+40,Ret,36,United Kingdom,Reg Parnell,0
+40,Ret,38,Italy,Dorino Serafini,0
+40,Ret,8,Switzerland,Rudi Fischer,0
+41,1,8,France,Georges Grignard,1
+41,2,15,France,Louis Gérard,2
+41,3,12,France,Marc Versini,3
+41,Ret,6,France,Raymond Sommer,0
+41,Ret,17,United Kingdom,Stirling Moss,0
+41,Ret,5,France,Pierre Levegh,0
+41,Ret,11,France,Jean Judet,0
+41,Ret,4,France,Louis Rosier,0
+41,Ret,16,United Kingdom,George Abecassis,0
+41,Ret,14,France,Auguste Veuillet,0
+41,Ret,9,France,Guy Mairesse,0
+42,1,2,Italy,Giuseppe Farina,1
+42,2,3,Italy,Luigi Fagioli,2
+42,3,1,Argentina,Juan Manuel Fangio,3
+42,4,4,United Kingdom,Reg Parnell,4
+42,5,21,Thailand,Prince Bira,5
+42,6,14,France,Yves Giraud-Cabantous,6
+42,7,17,France,Eugene Martin,7
+42,8,20,Switzerland,Toulo de Graffenried,8
+42,9,15,France,Louis Rosier,9
+42,10,9,United Kingdom,Peter Walker,10
+42,11,19,Monaco,Louis Chiron,11
+42,12,8,United Kingdom,Leslie Johnson,12
+42,13,12,United Kingdom,Bob Gerard,13
+42,14,16,France,Philippe Étancelin,14
+42,15,11,United Kingdom,Cuth Harrison,15
+42,16,6,United Kingdom,David Hampshire,16
+42,17,24,United Kingdom,Geoffrey Crossley,17
+42,18,5,United Kingdom,David Murray,18
+42,19,23,Republic of Ireland,Joe Kelly,19
+42,20,10,United Kingdom,Joe Fry,20
+42,21,18,Belgium,Johnny Claes,21
+43,1,2,Italy,Giuseppe Farina,1
+43,2,3,Italy,Luigi Fagioli,2
+43,3,4,United Kingdom,Reg Parnell,2
+43,4,14,France,Yves Giraud-Cabantous,3
+43,5,15,France,Louis Rosier,3
+43,6,12,United Kingdom,Bob Gerard,4
+43,7,11,United Kingdom,Cuth Harrison,4
+43,8,16,France,Philippe Étancelin,5
+43,9,6,United Kingdom,David Hampshire,6
+43,10,10,United Kingdom,Joe Fry,6
+United Kingdom,Brian Shawe-Taylor
+43,11,18,Belgium,Johnny Claes,6
+43,Ret,1,Argentina,Juan Manuel Fangio,0
+43,NC,23,Republic of Ireland,Joe Kelly,7
+43,Ret,21,Thailand,Prince Bira,0
+43,Ret,5,United Kingdom,David Murray,0
+43,Ret,24,United Kingdom,Geoffrey Crossley,0
+43,Ret,20,Switzerland,Toulo de Graffenried,0
+43,Ret,19,Monaco,Louis Chiron,0
+43,Ret,17,France,Eugene Martin,0
+43,Ret,9,United Kingdom,Peter Walker,0
+United Kingdom,Tony Rolt
+43,Ret,8,United Kingdom,Leslie Johnson,0
+44,1,34,Argentina,Juan Manuel Fangio,1
+44,2,32,Italy,Giuseppe Farina,2
+44,3,2,Argentina,José Froilán González,3
+44,4,14,France,Philippe Étancelin,4
+44,5,36,Italy,Luigi Fagioli,5
+44,6,38,Italy,Luigi Villoresi,6
+44,7,40,Italy,Alberto Ascari,7
+44,8,48,Monaco,Louis Chiron,8
+44,9,42,France,Raymond Sommer,9
+44,10,16,France,Louis Rosier,10
+44,11,10,France,Robert Manzon,11
+44,12,52,Switzerland,Toulo de Graffenried,12
+44,13,12,France,Maurice Trintignant,13
+44,14,24,United Kingdom,Cuth Harrison,14
+44,15,50,Thailand,Prince Bira,15
+44,16,26,United Kingdom,Bob Gerard,16
+44,17,44,Italy,Franco Rol,17
+44,18,4,Argentina,Alfredo Pian,18
+44,19,6,Belgium,Johnny Claes,19
+44,20,8,United States,Harry Schell,20
+44,21,28,United Kingdom,Peter Whitehead,21
+45,1,34,Argentina,Juan Manuel Fangio,1
+45,2,40,Italy,Alberto Ascari,2
+45,3,48,Monaco,Louis Chiron,3
+45,4,42,France,Raymond Sommer,4
+45,5,50,Thailand,Prince Bira,5
+45,6,26,United Kingdom,Bob Gerard,6
+45,7,6,Belgium,Johnny Claes,6
+45,Ret,38,Italy,Luigi Villoresi,0
+45,Ret,14,France,Philippe Étancelin,0
+45,Ret,2,Argentina,José Froilán González,7
+45,Ret,32,Italy,Giuseppe Farina,7
+45,Ret,36,Italy,Luigi Fagioli,7
+45,Ret,16,France,Louis Rosier,7
+45,Ret,10,France,Robert Manzon,7
+45,Ret,52,Switzerland,Toulo de Graffenried,7
+45,Ret,12,France,Maurice Trintignant,7
+45,Ret,24,United Kingdom,Cuth Harrison,7
+45,Ret,44,Italy,Franco Rol,7
+45,Ret,8,United States,Harry Schell,7
+45,DNS,28,United Kingdom,Peter Whitehead,0
+45,DNS,4,Argentina,Alfredo Pian,7
+46,1,14,Argentina,Juan Manuel Fangio,1
+46,2,16,Italy,Nino Farina,2
+46,3,12,Italy,Luigi Fagioli,3
+46,4,22,Italy,Luigi Villoresi,4
+46,5,18,Italy,Alberto Ascari,5
+46,6,42,France,Philippe Étancelin,6
+46,7,6,France,Yves Giraud-Cabantous,7
+46,8,30,Thailand,Prince Bira,8
+46,9,8,France,Eugene Martin,9
+46,10,10,France,Louis Rosier,10
+46,11,32,Switzerland,Toulo de Graffenried,11
+46,12,34,Italy,Felice Bonetto,12
+46,13,20,France,Raymond Sommer,13
+46,14,4,Belgium,Johnny Claes,14
+46,15,2,Italy,Nello Pagani,15
+46,16,26,Monaco,Louis Chiron,16
+46,17,40,Switzerland,Toni Branca,17
+46,18,44,United States,Harry Schell,18
+47,1,16,Italy,Nino Farina,1
+47,2,12,Italy,Luigi Fagioli,2
+47,3,10,France,Louis Rosier,3
+47,4,30,Thailand,Prince Bira,4
+47,5,34,Italy,Felice Bonetto,4
+47,6,32,Switzerland,Toulo de Graffenried,4
+47,7,2,Italy,Nello Pagani,5
+47,8,44,United States,Harry Schell,5
+47,9,26,Monaco,Louis Chiron,5
+47,10,4,Belgium,Johnny Claes,6
+47,11,40,Switzerland,Toni Branca,7
+47,Ret,14,Argentina,Juan Manuel Fangio,0
+47,Ret,42,France,Philippe Étancelin,0
+47,Ret,8,France,Eugene Martin,8
+47,Ret,20,France,Raymond Sommer,0
+47,Ret,22,Italy,Luigi Villoresi,0
+47,Ret,18,Italy,Alberto Ascari,0
+47,Ret,6,France,Yves Giraud-Cabantous,8
+48,3,1,United Kingdom,Bob Gerard,3
+48,1,12,United Kingdom,Cuth Harrison,1
+48,7,5,Switzerland,Toulo de Graffenried,7
+48,5,15,United Kingdom,Brian Shawe-Taylor,5
+48,6,3,United Kingdom,David Hampshire,6
+48,8,2,United Kingdom,Reg Parnell,8
+48,2,7,United Kingdom,Tony Rolt,2
+48,9,11,United Kingdom,Graham Whitehead,9
+48,12,14,United Kingdom,Colin Murray,12
+48,11,9,United Kingdom,Gordon Watson,11
+48,13,6,Thailand,Prince Bira,13
+48,4,4,United Kingdom,David Murray,4
+48,10,16,Republic of Ireland,Joe Kelly,10
+49,1,1,United Kingdom,Bob Gerard,1
+49,2,12,United Kingdom,Cuth Harrison,2
+49,3,5,Switzerland,Toulo de Graffenried,2
+49,4,15,United Kingdom,Brian Shawe-Taylor,3
+49,5,3,United Kingdom,David Hampshire,4
+49,6,2,United Kingdom,Reg Parnell,4
+49,7,7,United Kingdom,Tony Rolt,4
+49,Ret,11,United Kingdom,Graham Whitehead,0
+49,Ret,14,United Kingdom,Colin Murray,5
+49,Ret,9,United Kingdom,Gordon Watson,0
+49,Ret,6,Thailand,Prince Bira,5
+49,Ret,4,United Kingdom,David Murray,5
+49,Ret,16,Republic of Ireland,Joe Kelly,5
+50,1,8,Italy,Nino Farina,1
+50,2,10,Argentina,Juan Manuel Fangio,2
+50,3,12,Italy,Luigi Fagioli,3
+50,4,2,Italy,Luigi Villoresi,4
+50,5,6,France,Raymond Sommer,5
+50,6,16,France,Philippe Étancelin,6
+50,7,4,Italy,Alberto Ascari,7
+50,8,14,France,Louis Rosier,8
+50,9,18,France,Yves Giraud-Cabantous,9
+50,10,22,France,Pierre Levegh,10
+50,11,20,France,Eugene Chaboud,11
+50,12,26,United Kingdom,Geoffrey Crossley,12
+50,13,30,Switzerland,Toni Branca,13
+50,14,24,Belgium,Johnny Claes,14
+51,1,10,Argentina,Juan Manuel Fangio,1
+51,2,12,Italy,Luigi Fagioli,2
+51,3,14,France,Louis Rosier,2
+51,4,8,Italy,Nino Farina,3
+51,5,4,Italy,Alberto Ascari,4
+51,6,2,Italy,Luigi Villoresi,5
+51,7,22,France,Pierre Levegh,5
+51,8,24,Belgium,Johnny Claes,6
+51,9,26,United Kingdom,Geoffrey Crossley,7
+51,10,30,Switzerland,Toni Branca,8
+51,Ret,20,France,Eugene Chaboud,0
+51,Ret,6,France,Raymond Sommer,0
+51,Ret,16,France,Philippe Étancelin,0
+51,Ret,18,France,Yves Giraud-Cabantous,0
+52,1,6,Argentina,Juan Manuel Fangio,1
+52,2,2,Italy,Nino Farina,2
+52,3,4,Italy,Luigi Fagioli,3
+52,4,16,France,Philippe Étancelin,4
+52,5,18,France,Yves Giraud-Cabantous,5
+52,6,20,France,Louis Rosier,6
+52,7,28,Italy,Franco Rol,7
+52,8,36,Argentina,José Froilán González,8
+52,9,22,France,Pierre Levegh,9
+52,10,24,France,Eugene Chaboud,10
+52,11,40,Italy,Felice Bonetto,11
+52,12,32,United Kingdom,Reg Parnell,12
+52,13,44,France,Robert Manzon,13
+52,14,30,Monaco,Louis Chiron,14
+52,15,42,Belgium,Johnny Claes,15
+52,16,26,France,Charles Pozzi,16
+52,17,12,France,Raymond Sommer,17
+52,18,34,United Kingdom,David Hampshire,18
+52,19,14,United Kingdom,Peter Whitehead,19
+53,1,6,Argentina,Juan Manuel Fangio,1
+53,2,4,Italy,Luigi Fagioli,2
+53,3,14,United Kingdom,Peter Whitehead,3
+53,4,44,France,Robert Manzon,3
+53,5,16,France,Philippe Étancelin,4
+France,Eugène Chaboud
+53,6,26,France,Charles Pozzi,5
+France,Louis Rosier
+53,7,2,Italy,Nino Farina,6
+53,8,18,France,Yves Giraud-Cabantous,7
+53,Ret,22,France,Pierre Levegh,0
+53,Ret,40,Italy,Felice Bonetto,0
+53,Ret,42,Belgium,Johnny Claes,0
+53,Ret,20,France,Louis Rosier,0
+53,Ret,32,United Kingdom,Reg Parnell,0
+53,Ret,28,Italy,Franco Rol,0
+53,Ret,30,Monaco,Louis Chiron,0
+53,Ret,34,United Kingdom,David Hampshire,0
+53,Ret,12,France,Raymond Sommer,0
+53,Ret,36,Argentina,José Froilán González,0
+53,DNS,24,France,Eugene Chaboud,0
+54,1,16,Italy,Giuseppe Farina,1
+54,2,2,Argentina,Juan Manuel Fangio,2
+54,3,20,United Kingdom,Stirling Moss,3
+54,4,18,France,Pierre Levegh,3
+54,5,24,Italy,Franco Cortese,3
+54,6,4,Italy,Clemente Biondetti,4
+54,7,38,Italy,Dorino Serafini,4
+54,8,14,Belgium,Johnny Claes,5
+54,9,46,Italy,Arnulfo Bilancia,6
+54,Ret,30,Italy,Luigi Villoresi,0
+Italy,Alberto Ascari
+54,Ret,6,France,Georges Grignard,0
+54,Ret,28,Switzerland,Rudolf Fischer,0
+54,Ret,12,Italy,Alberto Ascari,0
+54,Ret,10,United Kingdom,John Heath,0
+United Kingdom,Lance Macklin
+54,Ret,26,Thailand,Prince Bira,0
+55,2,10,United Kingdom,Peter Whitehead,2
+55,7,5,United Kingdom,Reg Parnell,7
+55,5,3,Switzerland,Toulo de Graffenried,5
+55,3,11,United Kingdom,Bob Gerard,3
+55,6,15,United Kingdom,Brian Shawe-Taylor,6
+55,17,18,United Kingdom,Geoffrey Crossley,17
+55,18,14,United Kingdom,Graham Whitehead,18
+55,9,19,Republic of Ireland,Joe Kelly,9
+55,13,16,United Kingdom,Joe Ashmore,13
+55,16,21,United Kingdom,Charles Mortimer,16
+55,15,9,Switzerland,Toni Branca,15
+55,12,8,United Kingdom,Duncan Hamilton,12
+55,1,6,United Kingdom,David Hampshire,1
+55,14,22,United Kingdom,Bill Aston,14
+55,19,23,United Kingdom,Bill Merrick,19
+55,11,7,United Kingdom,David Murray,11
+55,4,12,United Kingdom,Cuth Harrison,4
+55,10,4,Thailand,Prince Bira,10
+55,8,17,United Kingdom,Tony Rolt,8
+55,20,24,United Kingdom,Sid Logan,20
+56,1,10,United Kingdom,Peter Whitehead,1
+56,2,5,United Kingdom,Reg Parnell,2
+56,3,3,Switzerland,Toulo de Graffenried,2
+56,4,11,United Kingdom,Bob Gerard,2
+56,5,15,United Kingdom,Brian Shawe-Taylor,2
+56,6,18,United Kingdom,Geoffrey Crossley,3
+56,7,14,United Kingdom,Graham Whitehead,3
+56,8,19,Republic of Ireland,Joe Kelly,3
+56,9,16,United Kingdom,Joe Ashmore,4
+56,10,21,United Kingdom,Charles Mortimer,4
+56,11,9,Switzerland,Toni Branca,4
+56,12,8,United Kingdom,Duncan Hamilton,5
+United Kingdom,Philip Fotheringham-Parker
+56,Ret,6,United Kingdom,David Hampshire,0
+56,Ret,22,United Kingdom,Bill Aston,0
+56,Ret,23,United Kingdom,Bill Merrick,0
+56,Ret,7,United Kingdom,David Murray,0
+56,Ret,12,United Kingdom,Cuth Harrison,0
+56,Ret,4,Thailand,Prince Bira,0
+56,Ret,17,United Kingdom,Tony Rolt,0
+56,DNS,24,United Kingdom,Sid Logan,0
+56,DNQ,20,United Kingdom,Archie Butterworth,0
+56,DNP,17,United Kingdom,Jack Playford,0
+56,DNP,21,United Kingdom,Alister Baring,0
+56,DNA,1,Monaco,Louis Chiron,0
+56,DNA,2,Italy,Franco Rol,0
+56,DNA,9,United Kingdom,Leslie Brooke,0
+57,1,,Argentina,Juan Manuel Fangio,1
+57,2,,Argentina,José Froilán González,2
+57,3,,France,Raymond Sommer,3
+57,4,,Italy,Giuseppe Farina,4
+57,5,,France,Louis Rosier,5
+57,6,,Italy,Luigi Villoresi,6
+57,7,,France,Philippe Étancelin,7
+57,8,,Italy,Alberto Ascari,8
+57,9,,France,Yves Giraud-Cabantous,9
+57,10,,Belgium,Johnny Claes,10
+57,11,,France,Pierre Levegh,11
+57,12,,Italy,Nello Pagani,12
+57,13,,France,Maurice Trintignant,13
+57,14,,France,Robert Manzon,14
+57,15,,Thailand,Prince Bira,15
+57,16,,France,Emmanuel de Graffenried,15
+58,1,,France,Louis Rosier,1
+58,2,,Argentina,José Froilán González,2
+58,3,,France,Maurice Trintignant,3
+58,4,,France,Pierre Levegh,3
+58,5,,France,Robert Manzon,4
+58,6,,Italy,Nello Pagani,4
+58,7,,Italy,Giuseppe Farina,4
+58,8,,Belgium,Johnny Claes,5
+58,9,,France,Emmanuel de Graffenried,6
+58,10,,Italy,Alberto Ascari,7
+58,11,,France,Raymond Sommer,8
+58,12,,Argentina,Juan Manuel Fangio,8
+58,13,,Italy,Luigi Villoresi,0
+58,14,,France,Philippe Étancelin,0
+58,15,,France,Yves Giraud-Cabantous,0
+58,16,,Thailand,Prince Bira,0
+59,1,18,France,Louis Rosier,1
+59,2,6,Italy,Luigi Villoresi,2
+59,3,8,Italy,Alberto Ascari,2
+59,4,10,United Kingdom,Peter Whitehead,3
+59,5,24,Thailand,Prince Bira,4
+59,6,28,United Kingdom,David Murray,5
+59,7,4,Argentina,José Froilán González,6
+59,Ret,14,Belgium,Johnny Claes,7
+59,Ret,16,France,Philippe Étançelin,0
+59,Ret,26,United Kingdom,Reg Parnell,0
+59,Ret,12,France,Raymond Sommer,0
+59,Ret,2,Argentina,Juan Manuel Fangio,0
+59,Ret,20,France,Yves Giraud-Cabantous,0
+59,Ret,22,Switzerland,Enrico Platé,0
+60,1,4,Argentina,Juan Manuel Fangio,1
+60,2,40,Italy,Alberto Ascari,2
+60,3,42,Italy,Luigi Villoresi,3
+60,4,2,Italy,Giuseppe Farina,4
+60,5,6,Switzerland,Emmanuel de Graffenried,5
+60,6,44,France,Raymond Sommer,6
+60,7,46,Italy,Piero Taruffi,7
+60,8,20,Italy,Felice Bonetto,8
+60,9,10,Monaco,Louis Chiron,9
+60,10,24,France,Robert Manzon,10
+60,11,18,Belgium,Johnny Claes,11
+60,12,32,United States,Harry Schell,12
+60,13,34,United Kingdom,Reg Parnell,13
+60,14,30,Thailand,Prince Bira,14
+60,15,16,France,Yves Giraud-Cabantous,15
+60,16,8,Argentina,José Froilán González,16
+60,17,26,Switzerland,Antonio Branca,17
+60,18,22,Italy,Franco Comotti,18
+60,19,12,Italy,Franco Rol,19
+60,20,36,United Kingdom,David Murray,20
+61,1,4,Argentina,Juan Manuel Fangio,1
+61,2,6,Switzerland,Emmanuel de Graffenried,2
+61,3,46,Italy,Piero Taruffi,2
+61,4,40,Italy,Alberto Ascari,3
+61,5,16,France,Yves Giraud-Cabantous,3
+61,6,2,Italy,Giuseppe Farina,4
+61,7,24,France,Robert Manzon,4
+61,8,10,Monaco,Louis Chiron,4
+61,9,42,Italy,Luigi Villoresi,5
+61,10,18,Belgium,Johnny Claes,5
+61,11,20,Italy,Felice Bonetto,6
+61,12,12,Italy,Franco Rol,6
+61,13,26,Switzerland,Antonio Branca,7
+61,Ret,44,France,Raymond Sommer,8
+61,Ret,34,United Kingdom,Reg Parnell,0
+61,Ret,30,Thailand,Prince Bira,0
+61,Ret,36,United Kingdom,David Murray,0
+61,Ret,22,Italy,Franco Comotti,0
+61,Ret,32,United States,Harry Schell,0
+61,Ret,8,Argentina,José Froilán González,0
+62,1,,Italy,Nino Farina,1
+62,2,,United Kingdom,Reg Parnell,2
+62,3,,United Kingdom,Peter Whitehead,2
+62,4,,United Kingdom,Cuth Harrison,3
+62,5,,France,Philippe Étancelin,3
+62,6,,France,Pierre Levegh,4
+62,7,,United Kingdom,Fergus Anderson,4
+62,8,,United Kingdom,Philip Fotheringham-Parker,4
+62,9,,United Kingdom,Colin Murray,5
+62,NC,,United Kingdom,Geoff Richardson,6
+62,Ret,,United Kingdom,Tony Rolt,0
+62,Ret,,United Kingdom,Archie Butterworth,0
+63,1,,Argentina,Juan Manuel Fangio,1
+63,2,,United Kingdom,Brian Shawe-Taylor,2
+63,3,,United Kingdom,Bob Gerard,2
+63,4,,United Kingdom,David Hampshire,3
+63,5,,United Kingdom,David Murray,3
+63,6,,United Kingdom,Gordon Watson,3
+63,7,,Monaco,Louis Chiron,3
+63,8,,France,Yves Giraud-Cabantous,3
+63,9,,United Kingdom,Stirling Moss,3
+63,Ret,,United Kingdom,Joe Kelly,0
+63,Ret,,Italy,Alberto Ascari,4
+63,Ret,,United Kingdom,Leslie Brooke,4
+63,Ret,,United Kingdom,Michael Chorlton,0
+63,Ret,,Belgium,Johnny Claes,4
+63,Ret,,France,Raymond Sommer,0
+64,1,,Italy,Nino Farina,1
+64,2,,Argentina,Juan Manuel Fangio,2
+64,3,,United Kingdom,Peter Whitehead,2
+64,4,,United Kingdom,Cuth Harrison,3
+64,5,,United Kingdom,Brian Shawe-Taylor,4
+64,6,,United Kingdom,Stirling Moss,4
+64,7,,France,Yves Giraud-Cabantous,4
+64,8,,Monaco,Louis Chiron,5
+64,9,,United Kingdom,Bob Gerard,6
+64,10,,United Kingdom,David Hampshire,6
+64,11,,France,Pierre Levegh,6
+64,12,,United Kingdom,Philip Fotheringham-Parker,6
+64,13,,United Kingdom,Geoff Richardson,7
+64,NC,,United Kingdom,Gordon Watson,8
+64,Ret,,United Kingdom,Fergus Anderson,0
+64,Ret,,United Kingdom,Colin Murray,0
+64,Ret,,United Kingdom,Reg Parnell,0
+64,Ret,,United Kingdom,David Murray,0
+64,Ret,,France,Philippe Étancelin,0
+65,1,18,Argentina,Juan Manuel Fangio,1
+65,2,16,Italy,Alberto Ascari,2
+65,3,10,Italy,Nino Farina,3
+65,4,46,Italy,Consalvo Sanesi,4
+65,5,36,Italy,Luigi Fagioli,5
+65,6,48,Italy,Dorino Serafini,6
+65,7,60,Italy,Piero Taruffi,7
+65,8,12,France,Raymond Sommer,8
+65,9,4,Italy,Franco Rol,9
+65,10,44,France,Robert Manzon,10
+65,11,40,France,Guy Mairesse,11
+65,12,42,France,Maurice Trintignant,12
+65,13,58,France,Louis Rosier,13
+65,14,64,France,Henri Louveau,14
+65,15,30,Thailand,Prince Bira,15
+65,16,24,France,Philippe Étancelin,16
+65,17,38,Switzerland,Toulo de Graffenried,17
+65,18,8,United Kingdom,Peter Whitehead,18
+65,19,6,Monaco,Louis Chiron,19
+65,20,56,France,Pierre Levegh,20
+65,21,32,United Kingdom,Cuth Harrison,21
+65,22,2,Belgium,Johnny Claes,22
+65,23,52,Italy,Felice Bonetto,23
+65,24,50,United Kingdom,David Murray,24
+65,25,22,Italy,Clemente Biondetti,25
+65,26,62,Italy,Franco Comotti,26
+65,27,28,Germany,Paul Pietsch,27
+66,1,10,Italy,Nino Farina,1
+66,2,48,Italy,Dorino Serafini,2
+Italy,Alberto Ascari
+66,3,36,Italy,Luigi Fagioli,2
+66,4,58,France,Louis Rosier,3
+66,5,24,France,Philippe Étancelin,3
+66,6,38,Switzerland,Toulo de Graffenried,4
+66,7,8,United Kingdom,Peter Whitehead,4
+66,Ret,50,United Kingdom,David Murray,0
+66,Ret,32,United Kingdom,Cuth Harrison,0
+66,Ret,12,France,Raymond Sommer,0
+66,Ret,40,France,Guy Mairesse,0
+66,Ret,4,Italy,Franco Rol,0
+66,Ret,60,Italy,Piero Taruffi,0
+Argentina,Juan Manuel Fangio
+66,Ret,56,France,Pierre Levegh,0
+66,Ret,18,Argentina,Juan Manuel Fangio,0
+66,Ret,2,Belgium,Johnny Claes,0
+66,Ret,16,Italy,Alberto Ascari,0
+66,Ret,22,Italy,Clemente Biondetti,0
+66,Ret,64,France,Henri Louveau,0
+66,Ret,62,Italy,Franco Comotti,0
+66,Ret,42,France,Maurice Trintignant,0
+66,Ret,6,Monaco,Louis Chiron,0
+66,Ret,46,Italy,Consalvo Sanesi,0
+66,Ret,44,France,Robert Manzon,0
+66,Ret,30,Thailand,Prince Bira,0
+66,Ret,28,Germany,Paul Pietsch,0
+66,DNS,52,Italy,Felice Bonetto,0
diff --git a/csv/1950b-results.csv b/csv/1950b-results.csv
new file mode 100644
index 0000000..3b8bc99
--- /dev/null
+++ b/csv/1950b-results.csv
@@ -0,0 +1,97 @@
+67,1,14,United Kingdom,Peter Whitehead,1
+67,2,1,United Kingdom,Bob Gerard,2
+67,3,2,United Kingdom,Cuth Harrison,2
+67,4,8,Republic of Ireland,Joe Kelly,3
+67,5,9,United Kingdom,Torrie Large,3
+67,Ret,3,United Kingdom,Sidney Allard,0
+67,Ret,4,Republic of Ireland,Bobbie Baird,0
+67,Ret,12,United Kingdom,Brian Shawe-Taylor,0
+67,Ret,6,United Kingdom,Geoffrey Crossley,0
+68,1,,Argentina,Juan Manuel Fangio,1
+68,3,,France,Louis Rosier,3
+68,2,,Italy,Luigi Fagioli,2
+68,5,,France,Philippe Étancelin,5
+68,7,,France,Pierre Levegh,7
+68,9,,Italy,Luigi de Filippis,9
+68,12,,Italy,Felice Bonetto,12
+68,13,,Switzerland,Emmanuel de Graffenried,13
+68,14,,Argentina,Adolfo Schwelm,14
+68,14,,Italy,Clemente Biondetti,14
+68,11,,Italy,Gianfranco Comotti,11
+68,8,,Thailand,Prince Bira,8
+68,6,,France,Georges Grignard,6
+68,4,,France,Henri Louveau,4
+68,10,,Italy,Franco Rol,10
+69,1,,Argentina,Juan Manuel Fangio,1
+69,2,,France,Louis Rosier,2
+69,3,,Italy,Luigi Fagioli,2
+69,4,,France,Philippe Étancelin,3
+69,5,,France,Pierre Levegh,4
+69,NC,,Italy,Luigi de Filippis,5
+69,NC,,Italy,Felice Bonetto,5
+69,Ret,,Switzerland,Emmanuel de Graffenried,0
+69,Ret,,Argentina,Adolfo Schwelm,0
+69,Ret,,Italy,Clemente Biondetti,0
+69,Ret,,Italy,Gianfranco Comotti,0
+69,Ret,,Thailand,Prince Bira,0
+69,Ret,,France,Georges Grignard,6
+69,Ret,,France,Henri Louveau,0
+69,Ret,,Italy,Franco Rol,0
+70,1,1,United Kingdom,Reg Parnell,1
+70,2,2,Thailand,Prince Bira,2
+70,3,7,United Kingdom,Bob Gerard,2
+70,4,3,Switzerland,Emmanuel de Graffenried,3
+70,5,14,United Kingdom,Brian Shawe-Taylor,4
+70,6,9,United Kingdom,Graham Whitehead,5
+70,7,16,United Kingdom,Stirling Moss,5
+70,8,4,United Kingdom,David Hampshire,5
+70,9,5,United Kingdom,Duncan Hamilton,5
+70,NC,18,United Kingdom,Geoff Richardson,6
+70,NC,6,Belgium,Johnny Claes,6
+70,NC,8,United Kingdom,Peter Whitehead,6
+70,Ret,10,United Kingdom,Gordon Watson,0
+70,Ret,11,United Kingdom,Joe Ashmore,0
+71,1,,Italy,Alberto Ascari,1
+71,2,,Italy,Dorino Serafini,2
+71,3,,Italy,Piero Taruffi,3
+71,11,,France,Philippe Étancelin,11
+71,6,,Switzerland,Emmanuel de Graffenried,6
+71,16,,France,Yves Giraud-Cabantous,16
+71,17,,France,Georges Grignard,17
+71,22,,France,Henri Louveau,22
+71,19,,United Kingdom,David Murray,19
+71,14,,Spain,Juan Jover,14
+71,18,,France,Robert Manzon,18
+71,5,,United Kingdom,Peter Walker,5
+71,8,,France,André Simon,8
+71,13,,Spain,Francisco Godia-Sales,13
+71,12,,Monaco,Louis Chiron,12
+71,21,,Belgium,Johnny Claes,21
+71,7,,France,Louis Rosier,7
+71,15,,Thailand,Prince Bira,15
+71,10,,France,Maurice Trintignant,10
+71,20,,Italy,Luigi Chinetti,20
+71,9,,Italy,Franco Rol,9
+71,4,,United Kingdom,Reg Parnell,4
+72,1,,Italy,Alberto Ascari,1
+72,2,,Italy,Dorino Serafini,2
+72,3,,Italy,Piero Taruffi,3
+72,4,,France,Philippe Étancelin,4
+72,5,,Switzerland,Emmanuel de Graffenried,4
+72,6,,France,Yves Giraud-Cabantous,5
+72,7,,France,Georges Grignard,5
+72,NC,,France,Henri Louveau,6
+72,NC,,United Kingdom,David Murray,6
+72,NC,,Spain,Juan Jover,6
+72,Ret,,France,Robert Manzon,0
+72,Ret,,United Kingdom,Peter Walker,0
+72,Ret,,France,André Simon,0
+72,Ret,,Spain,Francisco Godia-Sales,0
+72,Ret,,Monaco,Louis Chiron,0
+72,Ret,,Belgium,Johnny Claes,0
+72,Ret,,France,Louis Rosier,7
+72,Ret,,Thailand,Prince Bira,0
+72,Ret,,France,Maurice Trintignant,0
+72,Ret,,Italy,Luigi Chinetti,0
+72,Ret,,Italy,Franco Rol,0
+72,Ret,,United Kingdom,Reg Parnell,0
diff --git a/csv/1951-results.csv b/csv/1951-results.csv
new file mode 100644
index 0000000..b7fd6f4
--- /dev/null
+++ b/csv/1951-results.csv
@@ -0,0 +1,709 @@
+73,3,24,Italy,Luigi Villoresi,3
+73,4,18,Italy,Dorino Serafini,4
+73,6,16,Switzerland,Rudi Fischer,6
+73,7,2,France,Henri Louveau,7
+73,9,4,France,Louis Rosier,9
+73,1,20,Italy,Alberto Ascari,1
+73,12,10,Switzerland,Pierre Staechelin,12
+73,2,16,Italy,Giuseppe Farina,2
+73,10,22,United States,Harry Schell,10
+73,8,14,Thailand,Prince Bira,8
+73,11,8,Italy,Ferdinando Righetti,11
+73,5,12,Italy,Giovanni Bracco,5
+74,1,24,Italy,Luigi Villoresi,1
+74,2,18,Italy,Dorino Serafini,2
+74,3,16,Switzerland,Rudi Fischer,2
+74,4,2,France,Henri Louveau,3
+74,5,4,France,Louis Rosier,3
+74,NC,20,Italy,Alberto Ascari,4
+74,NC,10,Switzerland,Pierre Staechelin,4
+74,Ret,16,Italy,Giuseppe Farina,0
+74,Ret,22,United States,Harry Schell,0
+74,Ret,14,Thailand,Prince Bira,0
+74,Ret,8,Italy,Ferdinando Righetti,0
+74,Ret,12,Italy,Giovanni Bracco,0
+75,2,10,Italy,Luigi Villoresi,2
+75,4,18,France,Louis Rosier,4
+75,6,2,Italy,Giuseppe Farina,6
+75,11,28,France,Yves Giraud-Cabantous,11
+75,9,16,France,Philippe Étancelin,9
+75,8,30,Switzerland,Rudi Fischer,8
+75,13,20,France,Henri Louveau,13
+75,5,26,Switzerland,Emmanuel de Graffenried,5
+75,3,14,Italy,Dorino Serafini,3
+75,1,12,Italy,Alberto Ascari,1
+75,15,22,France,Georges Grignard,15
+75,10,6,France,Robert Manzon,10
+75,7,8,France,André Simon,7
+75,12,4,France,Maurice Trintignant,12
+75,14,24,United States,Harry Schell,14
+76,1,10,Italy,Luigi Villoresi,1
+76,2,18,France,Louis Rosier,2
+76,3,2,Italy,Giuseppe Farina,3
+76,4,28,France,Yves Giraud-Cabantous,3
+76,5,16,France,Philippe Étancelin,4
+76,6,30,Switzerland,Rudi Fischer,5
+76,Ret,20,France,Henri Louveau,6
+76,Ret,26,Switzerland,Emmanuel de Graffenried,0
+76,Ret,14,Italy,Dorino Serafini,0
+76,Ret,12,Italy,Alberto Ascari,0
+76,Ret,22,France,Georges Grignard,0
+76,Ret,6,France,Robert Manzon,0
+76,Ret,8,France,André Simon,0
+76,Ret,4,France,Maurice Trintignant,0
+76,Ret,24,United States,Harry Schell,0
+77,3,20,Thailand,Prince Bira,3
+77,6,27,United Kingdom,Brian Shawe-Taylor,6
+77,5,28,United Kingdom,Duncan Hamilton,5
+77,11,30,Belgium,Johnny Claes,11
+77,9,1,United Kingdom,Stirling Moss,9
+77,1,26,United Kingdom,Graham Whitehead,1
+77,10,2,United Kingdom,Lance Macklin,10
+77,4,21,United Kingdom,Reg Parnell,4
+77,8,24,United Kingdom,Bob Gerard,8
+77,7,35,United Kingdom,David Murray,7
+78,1,20,Thailand,Prince Bira,1
+78,2,27,United Kingdom,Brian Shawe-Taylor,2
+78,3,28,United Kingdom,Duncan Hamilton,2
+78,4,30,Belgium,Johnny Claes,3
+78,5,1,United Kingdom,Stirling Moss,3
+78,6,26,United Kingdom,Graham Whitehead,4
+78,7,2,United Kingdom,Lance Macklin,4
+78,Ret,21,United Kingdom,Reg Parnell,0
+78,Ret,24,United Kingdom,Bob Gerard,0
+78,Ret,35,United Kingdom,David Murray,0
+79,1,18,Italy,Alberto Ascari,1
+79,4,30,Italy,Dorino Serafini,4
+79,7,40,Switzerland,Rudi Fischer,7
+79,8,8,United States,Harry Schell,8
+79,10,16,United Kingdom,Stirling Moss,10
+79,17,14,France,Guy Mairesse,17
+79,13,24,United Kingdom,Lance Macklin,13
+79,15,28,France,Henri Louveau,15
+79,12,10,United Kingdom,David Murray,12
+79,14,4,United Kingdom,Peter Whitehead,14
+79,16,36,Monaco,Louis Chiron,16
+79,9,22,France,Yves Giraud-Cabantous,9
+79,2,26,Italy,Luigi Villoresi,2
+79,3,32,Switzerland,Emmanuel de Graffenried,3
+79,11,34,United Kingdom,Reg Parnell,11
+79,6,6,United Kingdom,Louis Rosier,6
+79,5,20,Thailand,Prince Bira,5
+80,1,18,Italy,Alberto Ascari,1
+80,2,30,Italy,Dorino Serafini,2
+80,3,40,Switzerland,Rudi Fischer,2
+80,4,8,United States,Harry Schell,3
+80,5,16,United Kingdom,Stirling Moss,4
+80,6,14,France,Guy Mairesse,5
+80,7,24,United Kingdom,Lance Macklin,6
+80,8,28,France,Henri Louveau,7
+80,9,10,United Kingdom,David Murray,7
+80,10,4,United Kingdom,Peter Whitehead,7
+80,11,36,Monaco,Louis Chiron,7
+80,Ret,22,France,Yves Giraud-Cabantous,0
+80,Ret,26,Italy,Luigi Villoresi,8
+80,Ret,32,Switzerland,Emmanuel de Graffenried,0
+80,Ret,34,United Kingdom,Reg Parnell,0
+80,Ret,6,United Kingdom,Louis Rosier,0
+80,Ret,20,Thailand,Prince Bira,8
+81,1,14,France,Louis Rosier,1
+81,4,22,Switzerland,Rudi Fischer,4
+81,5,26,United Kingdom,Peter Whitehead,5
+81,7,28,Thailand,Prince Bira,7
+81,2,4,France,Maurice Trintignant,2
+81,14,16,France,Henri Louveau,14
+81,15,30,Monaco,Louis Chiron,15
+81,13,24,Switzerland,Pierre Staechelin,13
+81,11,8,France,André Simon,11
+81,8,18,France,Yves Giraud-Cabantous,8
+81,9,20,United Kingdom,Lance Macklin,9
+81,10,2,Italy,Giuseppe Farina,10
+81,6,6,France,Robert Manzon,6
+81,3,12,United States,Harry Schell,3
+81,12,10,Switzerland,Emmanuel de Graffenried,12
+82,1,14,France,Louis Rosier,1
+82,2,22,Switzerland,Rudi Fischer,2
+82,3,26,United Kingdom,Peter Whitehead,3
+82,4,28,Thailand,Prince Bira,4
+82,5,4,France,Maurice Trintignant,5
+82,6,16,France,Henri Louveau,6
+82,7,30,Monaco,Louis Chiron,7
+82,NC,24,Switzerland,Pierre Staechelin,8
+82,Ret,8,France,André Simon,0
+82,Ret,18,France,Yves Giraud-Cabantous,0
+82,Ret,20,United Kingdom,Lance Macklin,0
+82,Ret,2,Italy,Giuseppe Farina,0
+82,Ret,6,France,Robert Manzon,0
+82,Ret,12,United States,Harry Schell,0
+82,Ret,10,Switzerland,Emmanuel de Graffenried,0
+83,1,1,Argentina,Juan Manuel Fangio,1
+83,2,35,United Kingdom,Reg Parnell,2
+83,3,3,Italy,Felice Bonetto,2
+83,4,27,France,Robert Manzon,3
+83,5,11,United Kingdom,Brian Shawe-Taylor,3
+83,6,19,United Kingdom,Stirling Moss,4
+83,7,33,Italy,Louis Rosier,5
+83,8,21,Switzerland,Emmanuel de Graffenried,5
+83,9,7,United Kingdom,Tony Rolt,5
+83,10,25,United Kingdom,David Murray,5
+83,11,31,United Kingdom,Duncan Hamilton,5
+83,12,5,Republic of Ireland,Joe Kelly,5
+83,13,9,United Kingdom,Edward Miles-Martin,6
+83,NC,29,Belgium,Johnny Claes,7
+84,1,2,Italy,Giuseppe Farina,1
+84,2,4,Italy,Consalvo Sanesi,2
+84,3,26,Thailand,Prince Bira,2
+84,4,10,United Kingdom,Bob Gerard,3
+84,5,28,France,Maurice Trintignant,3
+84,6,22,United Kingdom,David Hampshire,4
+84,7,34,France,Philippe Étancelin,5
+84,8,14,United Kingdom,Graham Whitehead,5
+84,9,20,United States,Harry Schell,5
+84,10,30,United Kingdom,Geoff Richardson,5
+84,11,32,France,Henri Louveau,5
+84,12,12,United Kingdom,Philip Fotheringham-Parker,5
+84,13,6,United Kingdom,Tony Gaze,6
+84,14,8,United Kingdom,Gordon Watson,6
+85,1,35,United Kingdom,Reg Parnell,1
+85,2,31,United Kingdom,Duncan Hamilton,2
+85,3,14,United Kingdom,Graham Whitehead,3
+85,4,1,Argentina,Juan Manuel Fangio,3
+85,5,33,France,Louis Rosier,3
+85,6,28,France,Maurice Trintignant,3
+85,7,7,United Kingdom,Tony Rolt,3
+85,8,29,Belgium,Johnny Claes,3
+85,9,2,Italy,Giuseppe Farina,3
+85,10,3,Italy,Felice Bonetto,3
+85,11,32,France,Henri Louveau,3
+85,12,34,France,Philippe Étancelin,3
+85,13,30,United Kingdom,Geoff Richardson,3
+85,14,19,United Kingdom,Stirling Moss,3
+85,15,10,United Kingdom,Bob Gerard,3
+85,16,4,Italy,Consalvo Sanesi,3
+85,17,26,Thailand,Prince Bira,3
+85,NC,21,Switzerland,Emmanuel de Graffenried,4
+85,NC,20,United States,Harry Schell,4
+85,NC,22,United Kingdom,David Hampshire,4
+85,NC,25,United Kingdom,David Murray,4
+85,NC,27,France,Robert Manzon,4
+85,NC,5,Republic of Ireland,Joe Kelly,4
+85,NC,8,United Kingdom,Gordon Watson,4
+85,Ret,9,United Kingdom,Edward Miles-Martin,4
+85,Ret,12,United Kingdom,Philip Fotheringham-Parker,4
+86,2,24,Italy,Giuseppe Farina,2
+86,13,22,Argentina,José Froilán Gonzalez,13
+86,7,2,France,Louis Rosier,7
+86,9,10,France,Henri Louveau,9
+86,3,6,Switzerland,Philippe Étancelin,3
+86,11,4,France,Pierre Levegh,11
+86,1,26,Switzerland,Emmanuel de Graffenried,1
+86,12,30,France,Louis Gerard,12
+86,4,18,France,André Simon,4
+86,14,32,Italy,Aldo Gordini,14
+86,8,14,France,Maurice Trintignant,8
+86,6,20,Argentina,Juan Manuel Fangio,6
+86,5,16,France,Robert Manzon,5
+86,10,12,France,Yves Giraud-Cabantous,10
+87,1,24,Italy,Giuseppe Farina,1
+87,2,22,Argentina,José Froilán González,2
+87,3,2,France,Louis Rosier,3
+87,4,10,France,Henri Louveau,4
+87,5,6,Switzerland,Philippe Étancelin,4
+87,6,4,France,Pierre Levegh,5
+87,7,26,Switzerland,Emmanuel de Graffenried,6
+United States,Harry Schell
+87,8,30,France,Louis Gerard,7
+87,Ret,18,France,André Simon,0
+87,Ret,32,Italy,Aldo Gordini,0
+87,Ret,14,France,Maurice Trintignant,0
+87,Ret,20,Argentina,Juan Manuel Fangio,0
+87,Ret,16,France,Robert Manzon,0
+87,Ret,12,France,Yves Giraud-Cabantous,0
+88,1,24,Argentina,Juan Manuel Fangio,1
+88,2,22,Italy,Giuseppe Farina,2
+88,3,18,Italy,Luigi Villoresi,3
+88,4,28,Italy,Consalvo Sanesi,4
+88,5,26,Switzerland,Emmanuel de Graffenried,5
+88,6,44,Italy,Piero Taruffi,6
+88,7,20,Italy,Alberto Ascari,7
+88,8,8,France,Louis Rosier,8
+88,9,16,United Kingdom,Peter Whitehead,9
+88,10,38,Switzerland,Rudi Fischer,10
+88,11,10,France,Henri Louveau,11
+88,12,4,France,Philippe Étancelin,12
+88,13,42,Argentina,José Froilán González,13
+88,14,14,United Kingdom,Stirling Moss,14
+88,15,6,France,Yves Giraud-Cabantous,15
+88,16,52,Switzerland,Peter Hirt,16
+88,17,32,United States,Harry Schell,17
+88,18,2,Belgium,Johnny Claes,18
+88,19,30,Monaco,Louis Chiron,19
+88,20,12,United Kingdom,George Abecassis,20
+88,21,40,France,Guy Mairesse,21
+89,1,24,Argentina,Juan Manuel Fangio,1
+89,2,44,Italy,Piero Taruffi,2
+89,3,22,Italy,Giuseppe Farina,2
+89,4,28,Italy,Consalvo Sanesi,3
+89,5,26,Switzerland,Emmanuel de Graffenried,4
+89,6,20,Italy,Alberto Ascari,4
+89,7,30,Monaco,Louis Chiron,4
+89,8,14,United Kingdom,Stirling Moss,4
+89,9,8,France,Louis Rosier,5
+89,10,4,France,Philippe Étancelin,5
+89,11,38,Switzerland,Rudi Fischer,5
+89,12,32,United States,Harry Schell,6
+89,13,2,Belgium,Johnny Claes,7
+89,14,40,France,Guy Mairesse,8
+89,Ret,16,United Kingdom,Peter Whitehead,9
+89,Ret,10,France,Henri Louveau,9
+89,Ret,12,United Kingdom,George Abecassis,0
+89,Ret,6,France,Yves Giraud-Cabantous,0
+89,Ret,18,Italy,Luigi Villoresi,9
+89,Ret,42,Argentina,José Froilán González,0
+89,Ret,52,Switzerland,Peter Hirt,0
+90,1,9,Italy,Giuseppe Farina,1
+90,2,17,United Kingdom,Reg Parnell,2
+90,3,3,United Kingdom,Brian Shawe-Taylor,3
+90,4,2,United Kingdom,Bob Gerard,4
+90,6,6,France,Yves Giraud-Cabantous,6
+90,7,23,United Kingdom,David Murray,7
+90,14,4,France,Louis Rosier,14
+90,11,18,United Kingdom,Peter Walker,11
+90,16,8,Belgium,Johnny Claes,16
+90,10,12,United Kingdom,David Hampshire,10
+90,15,21,France,Philippe Étancelin,15
+90,17,5,France,Guy Mairesse,17
+90,13,11,United Kingdom,Philip Fotheringham-Parker,13
+90,5,15,Switzerland,Emmanuel de Graffenried,5
+90,9,20,United Kingdom,Ernie Wilkinson,9
+90,20,25,Republic of Ireland,Joe Kelly,20
+90,8,19,United Kingdom,Graham Whitehead,8
+90,12,10,United Kingdom,Duncan Hamilton,12
+90,19,16,Monaco,Louis Chiron,19
+91,1,9,Italy,Giuseppe Farina,1
+91,2,17,United Kingdom,Reg Parnell,2
+91,3,3,United Kingdom,Brian Shawe-Taylor,3
+91,4,2,United Kingdom,Bob Gerard,3
+91,5,6,France,Yves Giraud-Cabantous,3
+91,6,23,United Kingdom,David Murray,4
+91,7,4,France,Louis Rosier,4
+91,8,18,United Kingdom,Peter Walker,5
+91,9,8,Belgium,Johnny Claes,5
+91,10,12,United Kingdom,David Hampshire,5
+91,11,21,France,Philippe Étancelin,5
+91,NC,5,France,Guy Mairesse,6
+91,NC,11,United Kingdom,Philip Fotheringham-Parker,6
+91,Ret,15,Switzerland,Emmanuel de Graffenried,0
+91,Ret,20,United Kingdom,Ernie Wilkinson,0
+91,Ret,25,Republic of Ireland,Joe Kelly,0
+91,Ret,19,United Kingdom,Graham Whitehead,0
+91,Ret,10,United Kingdom,Duncan Hamilton,0
+91,Ret,16,Monaco,Louis Chiron,7
+92,1,2,Argentina,Juan Manuel Fangio,1
+92,2,4,Italy,Giuseppe Farina,2
+92,3,10,Italy,Luigi Villoresi,3
+92,4,8,Italy,Alberto Ascari,4
+92,5,12,Italy,Piero Taruffi,5
+92,6,6,Italy,Consalvo Sanesi,6
+92,7,14,France,Louis Rosier,7
+92,8,22,France,Yves Giraud-Cabantous,8
+92,9,18,Monaco,Louis Chiron,9
+92,10,20,France,Philippe Étancelin,10
+92,11,16,Belgium,Johnny Claes,11
+92,12,24,Belgium,André Pilette,12
+92,13,26,France,Pierre Levegh,13
+93,1,4,Italy,Giuseppe Farina,1
+93,2,8,Italy,Alberto Ascari,2
+93,3,10,Italy,Luigi Villoresi,2
+93,4,14,France,Louis Rosier,3
+93,5,22,France,Yves Giraud-Cabantous,3
+93,6,24,Belgium,André Pilette,4
+93,7,16,Belgium,Johnny Claes,4
+93,8,26,France,Pierre Levegh,5
+93,9,2,Argentina,Juan Manuel Fangio,5
+93,Ret,18,Monaco,Louis Chiron,0
+93,Ret,6,Italy,Consalvo Sanesi,0
+93,Ret,12,Italy,Piero Taruffi,0
+93,Ret,20,France,Philippe Étancelin,0
+94,1,4,Argentina,Juan Manuel Fangio,1
+94,2,2,Italy,Giuseppe Farina,2
+94,3,12,Italy,Alberto Ascari,3
+94,4,10,Italy,Luigi Villoresi,4
+94,5,6,Italy,Consalvo Sanesi,5
+94,6,14,Argentina,José Froilán González,6
+94,7,8,Italy,Luigi Fagioli,7
+94,8,42,Monaco,Louis Chiron,8
+94,9,26,United Kingdom,Reg Parnell,9
+94,10,38,France,Philippe Étancelin,10
+94,11,46,France,Yves Giraud-Cabantous,11
+94,12,28,Belgium,Johnny Claes,12
+94,13,40,France,Louis Rosier,13
+94,14,44,France,Eugène Chaboud,14
+94,15,50,Argentina,Onofre Marimón,15
+94,16,18,Switzerland,Emmanuel de Graffenried,16
+94,17,36,France,Aldo Gordini,17
+94,18,32,France,Maurice Trintignant,18
+94,19,48,France,Guy Mairesse,19
+94,20,24,United Kingdom,Peter Whitehead,20
+94,21,34,France,André Simon,21
+94,22,20,United States,Harry Schell,22
+94,23,30,France,Robert Manzon,23
+95,1,8,Italy,Luigi Fagioli,1
+Argentina,Juan Manuel Fangio
+95,2,14,Argentina,José Froilán González,2
+Italy,Alberto Ascari
+95,3,10,Italy,Luigi Villoresi,3
+95,4,26,United Kingdom,Reg Parnell,4
+95,5,2,Italy,Giuseppe Farina,4
+95,6,42,Monaco,Louis Chiron,5
+95,7,46,France,Yves Giraud-Cabantous,5
+95,8,44,France,Eugène Chaboud,6
+95,9,48,France,Guy Mairesse,7
+95,10,6,Italy,Consalvo Sanesi,8
+95,11,4,Argentina,Juan Manuel Fangio,9
+Italy,Luigi Fagioli
+95,Ret,28,Belgium,Johnny Claes,10
+95,Ret,40,France,Louis Rosier,0
+95,Ret,38,France,Philippe Étancelin,0
+95,Ret,36,France,Aldo Gordini,0
+95,Ret,20,United States,Harry Schell,0
+95,Ret,32,France,Maurice Trintignant,0
+95,Ret,12,Italy,Alberto Ascari,0
+95,Ret,34,France,André Simon,0
+95,Ret,30,France,Robert Manzon,0
+95,Ret,50,Argentina,Onofre Marimón,0
+95,Ret,18,Switzerland,Emmanuel de Graffenried,0
+95,Ret,24,United Kingdom,Peter Whitehead,0
+96,1,12,Argentina,José Froilán González,1
+96,2,2,Argentina,Juan Manuel Fangio,2
+96,3,1,Italy,Giuseppe Farina,3
+96,4,11,Italy,Alberto Ascari,4
+96,5,10,Italy,Luigi Villoresi,5
+96,6,3,Italy,Consalvo Sanesi,6
+96,7,4,Italy,Felice Bonetto,7
+96,8,14,United Kingdom,Peter Whitehead,8
+96,9,22,France,Louis Rosier,9
+96,10,8,United Kingdom,Bob Gerard,10
+96,11,18,United Kingdom,Duncan Hamilton,11
+96,12,9,United Kingdom,Brian Shawe-Taylor,12
+96,13,23,Monaco,Louis Chiron,13
+96,14,25,Belgium,Johnny Claes,14
+96,15,15,United Kingdom,David Murray,15
+96,16,17,United Kingdom,Philip Fotheringham-Parker,16
+96,17,16,United Kingdom,John James,17
+96,18,5,Republic of Ireland,Joe Kelly,18
+96,19,7,United Kingdom,Peter Walker,19
+96,20,6,United Kingdom,Reg Parnell,20
+97,1,12,Argentina,José Froilán González,1
+97,2,2,Argentina,Juan Manuel Fangio,2
+97,3,10,Italy,Luigi Villoresi,3
+97,4,4,Italy,Felice Bonetto,4
+97,5,6,United Kingdom,Reg Parnell,5
+97,6,3,Italy,Consalvo Sanesi,6
+97,7,7,United Kingdom,Peter Walker,6
+97,8,9,United Kingdom,Brian Shawe-Taylor,6
+97,9,14,United Kingdom,Peter Whitehead,7
+97,10,22,France,Louis Rosier,7
+97,11,8,United Kingdom,Bob Gerard,8
+97,12,18,United Kingdom,Duncan Hamilton,9
+97,13,25,Belgium,Johnny Claes,10
+97,Ret,1,Italy,Giuseppe Farina,0
+97,NC,5,Republic of Ireland,Joe Kelly,11
+97,Ret,11,Italy,Alberto Ascari,0
+97,Ret,17,United Kingdom,Philip Fotheringham-Parker,0
+97,Ret,15,United Kingdom,David Murray,0
+97,Ret,23,Monaco,Louis Chiron,0
+97,Ret,16,United Kingdom,John James,0
+98,2,9,United Kingdom,Philip Fotheringham-Parker,2
+98,6,23,United Kingdom,Gillie Tyrer,6
+98,10,5,United Kingdom,Ian Stewart,10
+98,5,27,United Kingdom,Rob Dickson,5
+98,8,16,United Kingdom,John Waugh,8
+98,4,3,United Kingdom,David Murray,4
+98,9,1,United Kingdom,Bill Skelly,9
+98,3,83,United Kingdom,Joe Kelly,3
+98,7,11,United Kingdom,Archie Butterworth,7
+98,1,10,United Kingdom,Reg Parnell,1
+99,1,9,United Kingdom,Philip Fotheringham-Parker,1
+99,2,23,United Kingdom,Gillie Tyrer,2
+99,3,5,United Kingdom,Ian Stewart,3
+99,4,27,United Kingdom,Rob Dickson,3
+99,NC,16,United Kingdom,John Waugh,4
+99,Ret,3,United Kingdom,David Murray,0
+99,Ret,1,United Kingdom,Bill Skelly,0
+99,Ret,83,United Kingdom,Joe Kelly,0
+99,Ret,11,United Kingdom,Archie Butterworth,0
+99,Ret,10,United Kingdom,Reg Parnell,0
+100,1,16,France,Louis Rosier,8
+100,2,8,France,Philippe Étancelin,4
+100,3,28,United Kingdom,Stirling Moss,6
+100,4,26,United Kingdom,Rudi Fischer,7
+100,5,30,United Kingdom,Duncan Hamilton,11
+100,6,24,United Kingdom,Lance Macklin,10
+100,7,4,Belgium,André Pilette,3
+100,8,14,United Kingdom,John Heath,12
+100,Ret,10,Belgium,Johnny Claes,5
+100,Ret,12,Italy,Giuseppe Farina,1
+100,Ret,4,Monaco,Louis Chiron,2
+100,Ret,18,France,Pierre Levegh,9
+101,1,16,France,Louis Rosier,1
+101,2,8,France,Philippe Étancelin,2
+101,3,28,United Kingdom,Stirling Moss,2
+101,4,26,United Kingdom,Rudi Fischer,3
+101,5,30,United Kingdom,Duncan Hamilton,4
+101,6,24,United Kingdom,Lance Macklin,5
+101,7,4,Belgium,André Pilette,5
+101,8,14,United Kingdom,John Heath,6
+101,Ret,10,Belgium,Johnny Claes,0
+101,Ret,12,Italy,Giuseppe Farina,0
+101,Ret,4,Monaco,Louis Chiron,0
+101,Ret,18,France,Pierre Levegh,0
+102,1,71,Italy,Alberto Ascari,1
+102,2,74,Argentina,José Froilán González,2
+102,3,75,Argentina,Juan Manuel Fangio,3
+102,4,76,Italy,Giuseppe Farina,4
+102,5,72,Italy,Luigi Villoresi,5
+102,6,73,Italy,Piero Taruffi,6
+102,7,78,West Germany,Paul Pietsch,7
+102,8,91,Switzerland,Rudi Fischer,8
+102,9,82,France,Robert Manzon,9
+102,10,77,Italy,Felice Bonetto,10
+102,11,87,France,Yves Giraud-Cabantous,11
+102,12,83,France,André Simon,12
+102,13,85,Monaco,Louis Chiron,13
+102,14,81,France,Maurice Trintignant,14
+102,15,84,France,Louis Rosier,15
+102,16,79,Switzerland,Emmanuel de Graffenried,16
+102,17,92,Switzerland,Toni Branca,17
+102,18,94,Belgium,Johnny Claes,18
+102,19,90,France,Pierre Levegh,19
+102,20,88,United Kingdom,Duncan Hamilton,20
+102,21,86,France,Philippe Étancelin,21
+102,22,93,Belgium,Jacques Swaters,22
+102,23,89,United Kingdom,David Murray,23
+103,1,71,Italy,Alberto Ascari,1
+103,2,75,Argentina,Juan Manuel Fangio,2
+103,3,74,Argentina,José Froilán González,2
+103,4,72,Italy,Luigi Villoresi,3
+103,5,73,Italy,Piero Taruffi,3
+103,6,91,Switzerland,Rudi Fischer,4
+103,7,82,France,Robert Manzon,4
+103,8,84,France,Louis Rosier,4
+103,9,90,France,Pierre Levegh,5
+103,10,93,Belgium,Jacques Swaters,5
+103,11,94,Belgium,Johnny Claes,6
+103,Ret,87,France,Yves Giraud-Cabantous,7
+103,Ret,81,France,Maurice Trintignant,0
+103,Ret,77,Italy,Felice Bonetto,0
+103,Ret,88,United Kingdom,Duncan Hamilton,0
+103,Ret,78,West Germany,Paul Pietsch,7
+103,Ret,83,France,André Simon,0
+103,Ret,76,Italy,Giuseppe Farina,0
+103,Ret,86,France,Philippe Étancelin,0
+103,Ret,85,Monaco,Louis Chiron,0
+103,Ret,92,Switzerland,Toni Branca,0
+103,Ret,79,Switzerland,Emmanuel de Graffenried,0
+104,1,16,France,Maurice Trintignant,1
+104,2,2,France,Louis Rosier,2
+104,8,4,Monaco,Louis Chiron,8
+104,3,20,France,André Simon,3
+104,5,12,Belgium,Johnny Claes,5
+104,10,22,France,Jean Behra,10
+104,11,14,France,Roger Laurent,11
+104,14,24,United Kingdom,Lance Macklin,14
+104,7,32,Italy,Francisco Landi,7
+104,9,8,France,Pierre Levegh,9
+104,12,10,France,Pierre Meyrat,12
+104,6,18,France,Robert Manzon,6
+104,4,6,France,Philippe Étancelin,4
+104,14,28,Italy,Gianfranco Comotti,14
+104,13,26,United Kingdom,Duncan Hamilton,13
+105,1,16,France,Maurice Trintignant,1
+105,2,2,France,Louis Rosier,2
+105,3,4,Monaco,Louis Chiron,3
+105,4,20,France,André Simon,4
+105,5,12,Belgium,Johnny Claes,4
+105,6,22,France,Jean Behra,4
+105,7,14,France,Roger Laurent,5
+105,8,24,United Kingdom,Lance Macklin,5
+105,Ret,32,Italy,Francisco Landi,0
+105,Ret,8,France,Pierre Levegh,0
+105,Ret,10,France,Pierre Meyrat,0
+105,Ret,18,France,Robert Manzon,0
+105,Ret,6,France,Philippe Étancelin,0
+105,Ret,28,Italy,Gianfranco Comotti,0
+105,DNS,26,United Kingdom,Duncan Hamilton,0
+106,4,10,Argentina,José Froilán González,4
+106,5,26,France,Louis Rosier,5
+106,6,8,France,Philippe Étancelin,6
+106,3,16,Monaco,Louis Chiron,3
+106,14,24,United Kingdom,Peter Whitehead,14
+106,10,20,Italy,Antonio Branca,10
+106,11,12,United States,Harry Schell,11
+106,13,28,United Kingdom,David Murray,13
+106,7,18,France,Pierre Levegh,7
+106,8,4,France,Yves Giraud-Cabantous,8
+106,2,22,Italy,Luigi Villoresi,2
+106,9,14,Switzerland,Emmanuel de Graffenried,9
+106,12,2,France,Guy Mairesse,12
+106,14,30,Italy,Giovanni Bracco,14
+106,1,6,Italy,Alberto Ascari,1
+107,1,10,Argentina,José Froilán González,1
+107,2,26,France,Louis Rosier,2
+107,3,8,France,Philippe Étancelin,2
+107,4,16,Monaco,Louis Chiron,3
+107,5,24,United Kingdom,Peter Whitehead,4
+107,6,20,Italy,Antonio Branca,4
+107,7,12,United States,Harry Schell,4
+107,8,28,United Kingdom,David Murray,5
+107,Ret,18,France,Pierre Levegh,0
+107,Ret,4,France,Yves Giraud-Cabantous,0
+107,Ret,22,Italy,Luigi Villoresi,0
+Italy,Alberto Ascari
+107,Ret,14,Switzerland,Emmanuel de Graffenried,0
+107,Ret,2,France,Guy Mairesse,0
+107,Ret,30,Italy,Giovanni Bracco,0
+107,Ret,6,Italy,Alberto Ascari,0
+108,1,4,Argentina,Juan Manuel Fangio,1
+108,3,10,Argentina,José Froilán González,3
+108,11,20,Italy,Piero Taruffi,11
+108,8,6,France,Louis Rosier,8
+108,10,36,France,Yves Giraud-Cabantous,10
+108,17,32,United Kingdom,Peter Whitehead,17
+108,13,22,France,Pierre Levegh,13
+108,15,42,Belgium,Johnny Claes,15
+108,18,26,Switzerland,Emmanuel de Graffenried,18
+108,12,40,France,Robert Manzon,12
+108,14,14,France,Maurice Trintignant,14
+108,5,8,Italy,Luigi Villoresi,5
+108,2,2,Italy,Alberto Ascari,2
+108,7,12,Italy,Francisco Landi,7
+108,19,24,United States,Harry Schell,19
+108,9,28,France,André Simon,9
+108,4,16,Italy,Giuseppe Farina,4
+108,16,30,Italy,Antonio Branca,16
+108,6,18,Monaco,Louis Chiron,6
+108,20,38,United Kingdom,Stirling Moss,20
+109,1,4,Argentina,Juan Manuel Fangio,1
+109,2,10,Argentina,José Froilán González,2
+109,3,20,Italy,Piero Taruffi,3
+109,4,6,France,Louis Rosier,4
+109,5,36,France,Yves Giraud-Cabantous,5
+109,6,32,United Kingdom,Peter Whitehead,5
+109,7,22,France,Pierre Levegh,6
+109,8,42,Belgium,Johnny Claes,6
+109,NC,26,Switzerland,Emmanuel de Graffenried,7
+109,Ret,40,France,Robert Manzon,0
+109,Ret,14,France,Maurice Trintignant,0
+109,Ret,8,Italy,Luigi Villoresi,0
+109,Ret,2,Italy,Alberto Ascari,0
+109,Ret,12,Italy,Francisco Landi,0
+109,Ret,24,United States,Harry Schell,0
+109,Ret,28,France,André Simon,0
+109,Ret,16,Italy,Giuseppe Farina,0
+109,Ret,30,Italy,Antonio Branca,0
+109,Ret,18,Monaco,Louis Chiron,0
+109,DNS,38,United Kingdom,Stirling Moss,0
+110,1,38,Argentina,Juan Manuel Fangio,1
+110,2,34,Italy,Giuseppe Farina,2
+110,3,2,Italy,Alberto Ascari,3
+110,4,6,Argentina,José Froilán González,4
+110,5,4,Italy,Luigi Villoresi,5
+110,6,8,Italy,Piero Taruffi,6
+110,7,40,Italy,Felice Bonetto,7
+110,8,30,United Kingdom,Reg Parnell,8
+110,9,36,Switzerland,Emmanuel de Graffenried,9
+110,10,32,United Kingdom,Ken Richardson,10
+110,11,48,France,André Simon,11
+110,12,50,France,Maurice Trintignant,12
+110,13,46,France,Robert Manzon,13
+110,14,24,France,Yves Giraud-Cabantous,14
+110,15,18,France,Louis Rosier,15
+110,16,12,Brazil,Chico Landi,16
+110,17,20,Monaco,Louis Chiron,17
+110,18,44,Italy,Franco Rol,18
+110,19,16,United Kingdom,Peter Whitehead,19
+110,20,22,France,Pierre Levegh,20
+110,21,26,Belgium,Johnny Claes,21
+110,22,28,Belgium,Jacques Swaters,22
+110,23,14,Switzerland,Rudi Fischer,23
+110,24,32,West Germany,Hans Stuck,23
+111,1,2,Italy,Alberto Ascari,1
+111,2,6,Argentina,José Froilán González,2
+111,3,40,Italy,Felice Bonetto,3
+Italy,Giuseppe Farina
+111,4,4,Italy,Luigi Villoresi,3
+111,5,8,Italy,Piero Taruffi,4
+111,6,48,France,André Simon,5
+111,7,18,France,Louis Rosier,6
+111,8,24,France,Yves Giraud-Cabantous,7
+111,9,44,Italy,Franco Rol,8
+111,Ret,38,Argentina,Juan Manuel Fangio,0
+111,Ret,50,France,Maurice Trintignant,0
+111,Ret,46,France,Robert Manzon,0
+111,Ret,20,Monaco,Louis Chiron,0
+111,Ret,22,France,Pierre Levegh,0
+111,Ret,28,Belgium,Jacques Swaters,0
+111,Ret,34,Italy,Giuseppe Farina,0
+111,Ret,26,Belgium,Johnny Claes,0
+111,Ret,36,Switzerland,Emmanuel de Graffenried,0
+111,Ret,16,United Kingdom,Peter Whitehead,0
+111,Ret,12,Brazil,Chico Landi,0
+111,DNS,30,United Kingdom,Reg Parnell,0
+111,DNS,32,United Kingdom,Ken Richardson,0
+112,1,2,Italy,Giuseppe Farina,1
+112,2,3,United Kingdom,Reg Parnell,2
+112,3,18,United Kingdom,Tony Rolt,3
+112,4,10,United Kingdom,Bob Gerard,3
+112,5,6,United Kingdom,Stirling Moss,3
+112,6,12,United Kingdom,Ken Wharton,3
+112,7,7,United Kingdom,George Abecassis,3
+112,8,14,United Kingdom,John James,4
+112,9,19,United Kingdom,Bill Whitehouse,4
+112,Ret,8,United Kingdom,Graham Whitehead,0
+112,Ret,16,Republic of Ireland,Bobby Baird,0
+112,Ret,11,United Kingdom,David Hampshire,0
+112,Ret,27,United Kingdom,Tony Stokes,0
+112,Ret,17,United Kingdom,Duncan Hamilton,0
+112,Ret,57,Switzerland,Antonio Branca,5
+112,Ret,9,United Kingdom,Brian Shawe-Taylor,5
+113,1,2,Italy,Alberto Ascari,1
+113,2,22,Argentina,Juan Manuel Fangio,2
+113,3,6,Argentina,José Froilán González,3
+113,4,20,Italy,Giuseppe Farina,4
+113,5,4,Italy,Luigi Villoresi,5
+113,6,26,Switzerland,Emmanuel de Graffenried,6
+113,7,8,Italy,Piero Taruffi,7
+113,8,24,Italy,Felice Bonetto,8
+113,9,14,France,Robert Manzon,9
+113,10,16,France,André Simon,10
+113,11,12,France,Maurice Trintignant,11
+113,12,30,Monaco,Louis Chiron,12
+113,13,34,France,Philippe Étancelin,13
+113,14,32,France,Yves Giraud-Cabantous,14
+113,15,36,Belgium,Johnny Claes,15
+113,16,38,France,Georges Grignard,16
+113,17,44,Spain,Paco Godia,17
+113,18,46,Spain,Juan Jover,18
+113,19,18,Thailand,Prince Bira,19
+113,20,28,France,Louis Rosier,20
+114,1,22,Argentina,Juan Manuel Fangio,1
+114,2,6,Argentina,José Froilán González,2
+114,3,20,Italy,Giuseppe Farina,2
+114,4,2,Italy,Alberto Ascari,3
+114,5,24,Italy,Felice Bonetto,3
+114,6,26,Switzerland,Emmanuel de Graffenried,4
+114,7,28,France,Louis Rosier,5
+114,8,34,France,Philippe Étancelin,6
+114,9,14,France,Robert Manzon,6
+114,10,44,Spain,Paco Godia,7
+114,Ret,4,Italy,Luigi Villoresi,0
+114,Ret,16,France,André Simon,0
+114,Ret,36,Belgium,Johnny Claes,8
+114,Ret,8,Italy,Piero Taruffi,0
+114,Ret,12,France,Maurice Trintignant,0
+114,Ret,38,France,Georges Grignard,0
+114,Ret,32,France,Yves Giraud-Cabantous,8
+114,Ret,30,Monaco,Louis Chiron,0
+114,Ret,18,Thailand,Prince Bira,0
+114,DNS,46,Spain,Juan Jover,0
diff --git a/elo.py b/elo.py
new file mode 100755
index 0000000..426efab
--- /dev/null
+++ b/elo.py
@@ -0,0 +1,89 @@
+#!/usr/bin/env python
+from f1elo.db import Session
+from f1elo.model import *
+from f1elo.elo import Elo
+import dateutil.parser, dateutil.relativedelta
+import datetime
+import argparse
+
+session = Session()
+elo = Elo(session)
+
+parser = argparse.ArgumentParser(description='Ranks Formula One drivers using Elo rating')
+parser.add_argument('command', metavar='COMMAND', nargs='?',
+ help='Action to execute against the database: print, reset or rate, print - prints the rankings for all drivers ranked in 12 months, reset - resets the rankings, rate - calculates the rankings',
+ default='print')
+parser.add_argument('--date', help='Date for which the action should be executed. Print ratings for DATE, reset ratings all the way down to DATE or rank the races all the way up to DATE.')
+
+arguments = parser.parse_args()
+command = arguments.command.lower()
+date = arguments.date
+if date:
+ date = dateutil.parser.parse(date).date()
+
+one_day = datetime.timedelta(1)
+
+if command == 'reset':
+ query = session.query(Race)
+ if date is not None:
+ query = query.filter(Race.date > date)
+ for race in query.all():
+ race.ranked = False
+ query = session.query(Ranking)
+ if date is not None:
+ query = query.filter(Ranking.rank_date > date)
+ query.delete()
+ if date is not None:
+ date += one_day
+elif command == 'rate':
+ race_query = session.query(Race).filter(Race.ranked == False)
+ if date is not None:
+ race_query = race_query.filter(Race.date <= date)
+ races = race_query.order_by(Race.date).all()
+
+ for race in races:
+ print race
+ print
+
+ ranks = elo.rank_race(race)
+ driver_ranks = {}
+ for entry, rank in ranks.iteritems():
+ correction = rank / len(entry.drivers)
+ for driver in entry.drivers:
+ if not driver_ranks.has_key(driver):
+ driver_ranks[driver] = 0;
+ driver_ranks[driver] += correction
+ for driver, rank in driver_ranks.iteritems():
+ ranking = Ranking()
+ ranking.rank_date = race.date
+ ranking.ranking = elo.get_ranking(driver, race.date) + rank
+ session.add(ranking)
+ driver.rankings.append(ranking)
+
+ for entry in race.entries:
+ print entry, elo.get_entry_ranking(entry, race.date), elo.get_entry_ranking(entry)
+ print
+
+ race.ranked = True
+ date = race.date + one_day
+
+if date is None:
+ date = datetime.date.today()
+ date += one_day
+
+print 'Rankings for %s' % date
+
+one_year = dateutil.relativedelta.relativedelta(years=1)
+
+rankings = session.query(Ranking).filter(Ranking.rank_date > (date - one_year)).filter(Ranking.rank_date <= date).all()
+
+drivers = {}
+for ranking in rankings:
+ if not drivers.has_key(ranking.driver):
+ drivers[ranking.driver] = ranking.driver.get_ranking(date)
+
+for rank in sorted(drivers.values(), key=lambda rank: rank.ranking, reverse=True):
+ print rank
+
+session.commit()
+
diff --git a/f1elo/__init__.py b/f1elo/__init__.py
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/f1elo/__init__.py
diff --git a/f1elo/db.py b/f1elo/db.py
new file mode 100644
index 0000000..49ccc3d
--- /dev/null
+++ b/f1elo/db.py
@@ -0,0 +1,25 @@
+import __main__
+from os import path
+
+from sqlalchemy import create_engine
+from sqlalchemy.orm import sessionmaker
+
+import json
+
+config = json.load(open(path.dirname(__main__.__file__) + '/config/db.json'))
+engine = create_engine("mysql://{0[user]}:{0[pass]}@{0[host]}/{0[db]}?charset=utf8".format(config))
+Session = sessionmaker(bind=engine)
+
+from f1elo.model import Driver
+
+def find_driver(name, country, session):
+ driver = session.query(Driver).filter(Driver.driver==name).first()
+ if driver:
+ return driver
+ else:
+ driver = Driver()
+ driver.driver = name
+ driver.country = country
+ session.add(driver)
+ return driver
+
diff --git a/f1elo/elo.py b/f1elo/elo.py
new file mode 100644
index 0000000..3ddc6e4
--- /dev/null
+++ b/f1elo/elo.py
@@ -0,0 +1,62 @@
+import __main__
+from os import path
+
+from f1elo.model import *
+
+import json
+from itertools import combinations
+
+class Elo:
+ def __init__(self, session):
+ self.session = session
+ self.config = json.load(open(path.dirname(__main__.__file__) + '/config/elo.json'))
+
+ def get_ranking(self, driver, rank_date=None):
+ rank = driver.get_ranking(rank_date)
+ if rank:
+ return rank.ranking
+ return self.config['initial_ranking']
+
+ def get_entry_ranking(self, entry, date=None):
+ return sum([self.get_ranking(d, date) for d in entry.drivers]) / len(entry.drivers)
+
+ def rank_race(self, race):
+ entries = race.entries
+ entries_to_compare = []
+ rankings = {}
+ new_rankings = {}
+ for e in entries:
+ rankings[e] = self.get_entry_ranking(e, race.date)
+ new_rankings[e] = 0.0
+ if e.result_group:
+ entries_to_compare.append(e)
+ for c in combinations(entries_to_compare, 2):
+ score = self.get_score(rankings[c[0]] - rankings[c[1]], self.get_outcome(c), self.get_importance(race, [rankings[c[0]], rankings[c[1]]]))
+ #print c[0], '@', rankings[c[0]]
+ #print 'against'
+ #print c[1], '@', rankings[c[1]]
+ #print 'score: ', score
+ #print
+ new_rankings[c[0]] += score
+ new_rankings[c[1]] -= score
+ return new_rankings
+
+ def get_importance(self, race, rankings):
+ base_importance = self.config['importance'][race.type.code]
+ min_rank = min(rankings)
+ if min_rank < 2100:
+ return base_importance
+ if min_rank <= 2400:
+ return base_importance * 0.75
+ return base_importance / 2
+
+
+ def get_outcome(self, entries):
+ if entries[0].result_group < entries[1].result_group:
+ return 1
+ elif entries[0].result_group > entries[1].result_group:
+ return 0
+ return 0.5
+
+ def get_score(self, difference, outcome, importance):
+ return importance * (outcome - 1 / (1 + (10 ** (-difference / self.config['disparity']))))
diff --git a/f1elo/model.py b/f1elo/model.py
new file mode 100644
index 0000000..3133a59
--- /dev/null
+++ b/f1elo/model.py
@@ -0,0 +1,89 @@
+from sqlalchemy import Column, Table, ForeignKey
+from sqlalchemy.types import Date, Float, Integer, String, Boolean
+from sqlalchemy.orm import backref, relationship, sessionmaker
+from sqlalchemy.ext.declarative import declarative_base
+
+Base = declarative_base()
+
+class Driver(Base):
+ __tablename__ = 'drivers'
+
+ id = Column(Integer, primary_key=True)
+ driver = Column(String)
+ country = Column(String)
+
+ rankings = relationship('Ranking', order_by='Ranking.rank_date', back_populates='driver')
+
+ def __repr__(self):
+ return (u"<%s (#%d)>" % (self.driver, self.id)).encode('utf8')
+
+ def get_ranking(self, rank_date=None):
+ ranks = self.rankings
+ if rank_date is not None:
+ ranks = [r for r in ranks if r.rank_date < rank_date]
+ if len(ranks):
+ return ranks[-1]
+ return None
+
+driver_entry = Table('driver_entries', Base.metadata,
+ Column('_driver', Integer, ForeignKey('drivers.id')),
+ Column('_entry', Integer, ForeignKey('entries.id')),
+ Column('id', Integer))
+
+class Entry(Base):
+ __tablename__ = 'entries'
+
+ id = Column(Integer, primary_key=True)
+ result = Column(String)
+ car_no = Column(String)
+ result_group = Column(Integer)
+ _race = Column(Integer, ForeignKey('races.id'))
+
+ race = relationship('Race', back_populates='entries', order_by=result_group)
+ drivers = relationship('Driver', secondary=driver_entry)
+
+ def __repr__(self):
+ return ('#%s (%s) %s[%d]' % (self.car_no, ', '.join([driver.__repr__().decode('utf8') for driver in self.drivers]), self.result, self.result_group)).encode('utf8')
+
+class Race(Base):
+ __tablename__ = 'races'
+
+ id = Column(Integer, primary_key=True)
+ race = Column(String)
+ date = Column(Date)
+ ranked = Column(Boolean)
+
+ _type = Column(Integer, ForeignKey('race_types.id'))
+ type = relationship('RaceType', back_populates='races', order_by='Race.date')
+ entries = relationship('Entry', back_populates='race', order_by='Entry.result_group')
+
+ def __repr__(self):
+ return ('%s (%s)' % (self.race, self.date)).encode('utf8')
+
+class RaceType(Base):
+ __tablename__ = 'race_types'
+
+ id = Column(Integer, primary_key=True)
+ code = Column(String)
+ description = Column(String)
+
+ races = relationship('Race', back_populates='type')
+
+ def __repr__(self):
+ return ('%s (%s)' % (self.description, self.code)).encode('utf8')
+
+class Ranking(Base):
+ __tablename__ = 'rankings'
+
+ id = Column(Integer, primary_key=True)
+ rank_date = Column(Date)
+ ranking = Column(Float)
+
+ _driver = Column(Integer, ForeignKey('drivers.id'))
+ driver = relationship('Driver', back_populates='rankings', order_by=rank_date)
+
+ def __repr__(self):
+ return ("%s: %0.2f (%s)" % (self.driver.__repr__().decode('utf8'), self.ranking, self. rank_date)).encode('utf8')
+
+
+__all__ = ['Driver', 'Entry', 'Ranking', 'Race', 'RaceType']
diff --git a/import-csv.py b/import-csv.py
new file mode 100644
index 0000000..de0eb7a
--- /dev/null
+++ b/import-csv.py
@@ -0,0 +1,27 @@
+from f1elo.db import Session, find_driver
+from f1elo.model import *
+import sys
+
+session = Session()
+
+import csv
+with open(sys.argv[1]) as f:
+ reader = csv.reader(f)
+ for row in reader:
+ driver = None
+ if len(row) == 6:
+ entry = Entry()
+ entry._race = row[0]
+ entry.result = row[1]
+ entry.car_no = row[2]
+ entry.result_group = row[5]
+ session.add(entry)
+ driver = find_driver(row[4].strip(), row[3].strip(), session)
+ entry.drivers.append(driver)
+ elif len(row) == 2:
+ driver = find_driver(row[1].strip(), row[0].strip(), session)
+ entry.drivers.append(driver)
+ else:
+ print row
+
+session.commit()
generated by cgit v1.2.3 (git 2.46.0) at 2024-11-22 10:33:31 +0000