import pandas as pd
import matplotlib.pyplot as plt
from statsmodels.tsa.arima.model import ARIMA
from statsmodels.graphics.tsaplots import plot_acf, plot_pacf

Caricamento dei dati

file_path = ‘estrazioni_lotto.csv’ # Modifica con il percorso del tuo file CSV
data = pd.read_csv(file_path)

Supponiamo che ‘data’ contenga una colonna ‘data’ e una colonna ‘numero’

Convertiamo la colonna ‘data’ in un oggetto datetime e impostiamola come indice

data[‘data’] = pd.to_datetime(data[‘data’])
data.set_index(‘data’, inplace=True)

Analisi delle serie temporali

plt.figure(figsize=(12, 6))
plt.plot(data[‘numero’], label=’Numeri Estratti’)
plt.title(‘Andamento dei Numeri Estratti nel Lotto’)
plt.xlabel(‘Data’)
plt.ylabel(‘Numero Estratto’)
plt.legend()
plt.show()

Identificazione dei parametri p, d, q per ARIMA

plot_acf(data[‘numero’], lags=20)
plt.title(‘Funzione ACF’)
plt.show()

plot_pacf(data[‘numero’], lags=20)
plt.title(‘Funzione PACF’)
plt.show()

Modello ARIMA

model = ARIMA(data[‘numero’], order=(p, d, q)) # Sostituisci p, d, q con i valori identificati
model_fit = model.fit()

Riassunto del modello

print(model_fit.summary())

Previsioni future

forecast = model_fit.forecast(steps=5) # Previsioni per i prossimi 5 numeri
print(“Previsioni per i prossimi 5 numeri estratti:”)
print(forecast)

Visualizzazione delle previsioni

plt.figure(figsize=(12, 6))
plt.plot(data[‘numero’], label=’Numeri Estratti’)
plt.plot(pd.date_range(data.index[-1], periods=6, freq=’D’)[1:], forecast, label=’Previsioni’, color=’red’)
plt.title(‘Previsioni dei Numeri Estratti nel Lotto’)
plt.xlabel(‘Data’)
plt.ylabel(‘Numero Estratto’)
plt.legend()
plt.show() inserisci in questo script i dati che ti servono e che ti fornisco qui 02/05/2024 BA 43 35 83 74 40
02/05/2024 CA 10 23 48 1 87
02/05/2024 FI 71 12 4 27 1
02/05/2024 GE 83 37 42 70 78
02/05/2024 MI 28 72 27 30 7
02/05/2024 NA 34 42 13 67 11
02/05/2024 PA 37 77 19 17 12
02/05/2024 RO 79 85 90 55 49
02/05/2024 TO 83 56 46 57 19
02/05/2024 VE 41 48 57 12 15
02/05/2024 NZ 84 70 10 67 74
03/05/2024 BA 38 11 8 19 81
03/05/2024 CA 69 50 27 65 6
03/05/2024 FI 60 5 42 75 84
03/05/2024 GE 17 29 71 48 80
03/05/2024 MI 2 33 81 85 63
03/05/2024 NA 12 10 29 51 84
03/05/2024 PA 4 21 69 79 50
03/05/2024 RO 62 72 84 30 90
03/05/2024 TO 41 33 46 3 68
03/05/2024 VE 3 29 10 85 33
03/05/2024 NZ 72 3 82 37 58
04/05/2024 BA 2 31 81 52 21
04/05/2024 CA 39 88 84 1 67
04/05/2024 FI 36 30 70 6 41
04/05/2024 GE 59 23 61 22 27
04/05/2024 MI 5 17 69 57 39
04/05/2024 NA 81 62 82 43 50
04/05/2024 PA 73 55 62 45 18
04/05/2024 RO 76 70 1 64 15
04/05/2024 TO 82 55 35 70 46
04/05/2024 VE 58 23 61 29 21
04/05/2024 NZ 10 14 1 43 9
07/05/2024 BA 68 80 23 56 71
07/05/2024 CA 43 74 20 2 11
07/05/2024 FI 75 19 18 74 69
07/05/2024 GE 45 38 26 16 87
07/05/2024 MI 6 23 72 66 5
07/05/2024 NA 46 21 49 80 73
07/05/2024 PA 15 9 54 48 49
07/05/2024 RO 6 58 78 27 31
07/05/2024 TO 78 27 31 64 74
07/05/2024 VE 60 47 90 6 22
07/05/2024 NZ 43 58 26 18 79
09/05/2024 BA 85 27 28 56 83
09/05/2024 CA 29 34 75 82 18
09/05/2024 FI 16 74 36 55 64
09/05/2024 GE 77 57 29 34 5
09/05/2024 MI 69 33 28 18 21
09/05/2024 NA 69 10 3 5 12
09/05/2024 PA 6 34 69 38 13
09/05/2024 RO 35 86 69 16 6
09/05/2024 TO 8 56 4 26 23
09/05/2024 VE 27 84 28 13 68
09/05/2024 NZ 68 21 64 11 7
10/05/2024 BA 69 66 18 20 88
10/05/2024 CA 68 52 49 22 48
10/05/2024 FI 12 33 80 62 75
10/05/2024 GE 75 10 53 65 71
10/05/2024 MI 80 74 52 8 12
10/05/2024 NA 67 10 23 88 40
10/05/2024 PA 30 89 68 90 2
10/05/2024 RO 6 41 80 50 78
10/05/2024 TO 71 24 89 18 6
10/05/2024 VE 41 45 90 48 28
10/05/2024 NZ 89 15 64 20 31
11/05/2024 BA 71 67 47 25 88
11/05/2024 CA 24 54 6 42 2
11/05/2024 FI 12 33 75 30 68
11/05/2024 GE 51 70 74 37 73
11/05/2024 MI 50 81 15 25 71
11/05/2024 NA 58 54 43 63 52
11/05/2024 PA 50 80 31 4 67
11/05/2024 RO 26 57 85 89 5
11/05/2024 TO 18 7 82 14 78
11/05/2024 VE 54 49 86 34 28
11/05/2024 NZ 51 7 24 90 75
14/05/2024 BA 34 50 65 35 31
14/05/2024 CA 62 83 20 56 85
14/05/2024 FI 9 90 41 32 33
14/05/2024 GE 66 72 88 81 40
14/05/2024 MI 89 64 72 12 39
14/05/2024 NA 12 57 42 18 33
14/05/2024 PA 63 18 24 60 88
14/05/2024 RO 84 74 64 49 1
14/05/2024 TO 64 50 56 12 89
14/05/2024 VE 54 58 55 89 53
14/05/2024 NZ 12 79 46 54 38
16/05/2024 BA 33 3 58 23 27
16/05/2024 CA 75 31 29 78 15
16/05/2024 FI 78 9 14 17 85
16/05/2024 GE 9 17 60 21 46
16/05/2024 MI 30 22 60 6 67
16/05/2024 NA 79 81 84 19 62
16/05/2024 PA 79 67 58 30 44
16/05/2024 RO 25 54 65 72 58
16/05/2024 TO 65 35 72 31 23
16/05/2024 VE 42 25 49 86 13
16/05/2024 NZ 47 30 88 38 56
17/05/2024 BA 63 35 59 12 69
17/05/2024 CA 13 7 23 24 38
17/05/2024 FI 35 80 90 76 73
17/05/2024 GE 11 54 27 6 20
17/05/2024 MI 7 72 48 37 15
17/05/2024 NA 65 87 82 50 35
17/05/2024 PA 13 88 44 67 24
17/05/2024 RO 31 5 47 33 46
17/05/2024 TO 39 57 84 82 9
17/05/2024 VE 9 23 49 53 63
17/05/2024 NZ 37 43 26 48 81
18/05/2024 BA 77 62 67 60 4
18/05/2024 CA 89 1 35 54 38
18/05/2024 FI 84 58 25 64 57
18/05/2024 GE 53 25 66 59 23
18/05/2024 MI 22 75 48 16 77
18/05/2024 NA 81 41 42 67 39
18/05/2024 PA 19 63 57 43 5
18/05/2024 RO 4 35 50 33 23
18/05/2024 TO 56 20 46 14 88
18/05/2024 VE 78 81 42 74 36
18/05/2024 NZ 42 83 59 86 34
21/05/2024 BA 54 50 84 64 62
21/05/2024 CA 53 65 2 72 32
21/05/2024 FI 40 80 14 19 13
21/05/2024 GE 5 82 7 61 47
21/05/2024 MI 86 37 62 2 55
21/05/2024 NA 86 23 73 74 31
21/05/2024 PA 78 1 57 33 47
21/05/2024 RO 40 66 27 45 64
21/05/2024 TO 76 29 5 49 64
21/05/2024 VE 44 7 66 68 87
21/05/2024 NZ 28 88 9 77 72
23/05/2024 BA 38 46 15 56 73
23/05/2024 CA 36 49 76 51 54
23/05/2024 FI 74 28 44 3 78
23/05/2024 GE 50 18 3 17 57
23/05/2024 MI 75 1 3 25 12
23/05/2024 NA 14 81 45 79 21
23/05/2024 PA 18 8 51 32 68
23/05/2024 RO 58 55 40 22 33
23/05/2024 TO 25 64 73 1 22
23/05/2024 VE 34 24 62 45 65
23/05/2024 NZ 21 57 39 38 71
24/05/2024 BA 84 5 39 4 18
24/05/2024 CA 13 86 72 71 32
24/05/2024 FI 28 76 34 11 44
24/05/2024 GE 26 89 29 61 71
24/05/2024 MI 88 12 13 56 61
24/05/2024 NA 68 47 87 25 81
24/05/2024 PA 64 13 74 28 18
24/05/2024 RO 5 82 28 87 73
24/05/2024 TO 46 2 17 27 67
24/05/2024 VE 7 58 23 6 19
24/05/2024 NZ 69 81 1 79 26
25/05/2024 BA 42 2 23 1 29
25/05/2024 CA 44 56 70 54 29
25/05/2024 FI 61 46 70 36 65
25/05/2024 GE 44 77 25 27 26
25/05/2024 MI 14 90 44 34 57
25/05/2024 NA 72 8 43 18 44
25/05/2024 PA 46 40 57 13 20
25/05/2024 RO 87 20 30 21 13
25/05/2024 TO 86 15 63 28 16
25/05/2024 VE 64 30 65 71 7
25/05/2024 NZ 27 21 49 74 59
28/05/2024 BA 12 31 29 63 49
28/05/2024 CA 11 1 81 7 12
28/05/2024 FI 37 24 82 75 31
28/05/2024 GE 13 75 60 27 80
28/05/2024 MI 44 35 9 90 67
28/05/2024 NA 11 37 79 30 9
28/05/2024 PA 54 37 83 27 22
28/05/2024 RO 33 34 29 50 12
28/05/2024 TO 67 55 22 62 2
28/05/2024 VE 62 27 57 9 85
28/05/2024 NZ 54 31 38 2 80
30/05/2024 BA 31 83 4 17 66
30/05/2024 CA 29 48 75 49 10
30/05/2024 FI 31 49 43 18 11
30/05/2024 GE 52 45 35 49 85
30/05/2024 MI 74 1 45 3 33
30/05/2024 NA 71 89 12 4 32
30/05/2024 PA 28 37 90 11 41
30/05/2024 RO 26 68 83 39 75
30/05/2024 TO 27 53 25 46 18
30/05/2024 VE 11 70 13 32 88
30/05/2024 NZ 56 60 54 67 65
31/05/2024 BA 4 55 90 19 54
31/05/2024 CA 32 54 68 64 86
31/05/2024 FI 1 24 19 14 63
31/05/2024 GE 64 15 37 2 44
31/05/2024 MI 80 85 72 36 89
31/05/2024 NA 13 24 12 53 10
31/05/2024 PA 49 75 60 78 72
31/05/2024 RO 18 6 43 81 26
31/05/2024 TO 28 2 27 90 75
31/05/2024 VE 39 11 89 14 26
31/05/2024 NZ 7 24 25 72 19
01/06/2024 BA 55 60 74 83 15
01/06/2024 CA 49 8 82 79 84
01/06/2024 FI 10 52 67 34 43
01/06/2024 GE 76 78 57 54 80
01/06/2024 MI 8 1 12 21 39
01/06/2024 NA 83 21 87 54 11
01/06/2024 PA 24 61 75 21 9
01/06/2024 RO 18 69 30 68 31
01/06/2024 TO 71 11 57 15 32
01/06/2024 VE 3 20 7 81 19
01/06/2024 NZ 23 88 33 51 76
04/06/2024 BA 53 32 67 29 23
04/06/2024 CA 31 49 27 86 81
04/06/2024 FI 84 69 21 57 45
04/06/2024 GE 30 87 52 55 75
04/06/2024 MI 2 75 64 55 36
04/06/2024 NA 77 68 14 18 88
04/06/2024 PA 33 11 57 82 59
04/06/2024 RO 1 56 20 12 25
04/06/2024 TO 37 29 50 25 51
04/06/2024 VE 30 20 41 88 74
04/06/2024 NZ 60 7 62 78 38
06/06/2024 BA 4 26 13 81 75
06/06/2024 CA 12 27 33 64 89
06/06/2024 FI 61 20 75 17 2
06/06/2024 GE 27 18 35 41 3
06/06/2024 MI 50 16 26 66 73
06/06/2024 NA 29 8 10 17 86
06/06/2024 PA 14 90 39 76 65
06/06/2024 RO 43 87 27 45 80
06/06/2024 TO 42 3 33 70 39
06/06/2024 VE 26 75 86 85 82
06/06/2024 NZ 9 11 80 45 34
07/06/2024 BA 2 53 52 9 27
07/06/2024 CA 69 14 53 63 65
07/06/2024 FI 65 63 41 31 9
07/06/2024 GE 61 66 86 50 57
07/06/2024 MI 75 27 81 43 63
07/06/2024 NA 64 86 61 19 78
07/06/2024 PA 63 9 54 1 74
07/06/2024 RO 55 36 46 85 62
07/06/2024 TO 29 47 80 5 54
07/06/2024 VE 19 75 62 42 24
07/06/2024 NZ 14 68 72 42 32
08/06/2024 BA 27 84 71 8 63
08/06/2024 CA 12 20 90 26 30
08/06/2024 FI 77 82 60 10 42
08/06/2024 GE 34 18 53 30 28
08/06/2024 MI 55 81 33 53 24
08/06/2024 NA 47 28 70 76 1
08/06/2024 PA 80 27 78 20 28
08/06/2024 RO 43 34 87 47 90
08/06/2024 TO 47 37 16 41 78
08/06/2024 VE 36 39 80 26 35
08/06/2024 NZ 76 66 47 90 24
11/06/2024 BA 80 30 16 32 61
11/06/2024 CA 3 78 18 20 61
11/06/2024 FI 6 1 16 12 20
11/06/2024 GE 67 2 28 42 62
11/06/2024 MI 51 34 26 25 85
11/06/2024 NA 80 58 41 20 22
11/06/2024 PA 90 22 25 52 69
11/06/2024 RO 78 32 36 4 65
11/06/2024 TO 46 83 12 25 10
11/06/2024 VE 74 32 48 77 12
11/06/2024 NZ 74 69 78 23 87
13/06/2024 BA 52 53 13 14 46
13/06/2024 CA 69 80 84 59 24
13/06/2024 FI 43 1 79 86 53
13/06/2024 GE 50 75 68 30 74
13/06/2024 MI 80 63 18 78 84
13/06/2024 NA 77 70 33 60 5
13/06/2024 PA 59 4 12 33 67
13/06/2024 RO 38 55 41 63 39
13/06/2024 TO 55 71 85 88 73
13/06/2024 VE 47 49 70 23 21
13/06/2024 NZ 15 3 14 10 89
14/06/2024 BA 44 53 37 45 3
14/06/2024 CA 82 56 79 62 31
14/06/2024 FI 20 69 71 19 43
14/06/2024 GE 75 66 17 58 2
14/06/2024 MI 49 38 39 46 28
14/06/2024 NA 69 73 71 35 50
14/06/2024 PA 78 66 53 19 15
14/06/2024 RO 82 6 79 69 33
14/06/2024 TO 24 31 52 19 35
14/06/2024 VE 4 27 37 44 82
14/06/2024 NZ 27 18 10 14 47
15/06/2024 BA 89 58 65 39 9
15/06/2024 CA 39 42 79 30 28
15/06/2024 FI 40 61 78 34 54
15/06/2024 GE 22 80 70 40 69
15/06/2024 MI 47 31 28 72 53
15/06/2024 NA 33 50 63 27 57
15/06/2024 PA 34 87 8 25 63
15/06/2024 RO 53 28 36 1 90
15/06/2024 TO 33 15 61 80 13
15/06/2024 VE 23 79 3 85 36
15/06/2024 NZ 4 55 67 56 19
18/06/2024 BA 90 66 20 55 7
18/06/2024 CA 56 83 43 48 74
18/06/2024 FI 34 61 32 2 60
18/06/2024 GE 2 73 61 83 54
18/06/2024 MI 71 15 17 43 73
18/06/2024 NA 20 77 39 22 12
18/06/2024 PA 47 33 1 27 3
18/06/2024 RO 69 50 41 9 31
18/06/2024 TO 37 24 1 6 73
18/06/2024 VE 82 13 7 50 79
18/06/2024 NZ 63 22 16 49 67
20/06/2024 BA 30 26 21 67 63
20/06/2024 CA 56 80 36 11 31
20/06/2024 FI 63 48 26 84 42
20/06/2024 GE 80 69 73 77 45
20/06/2024 MI 25 82 39 27 20
20/06/2024 NA 22 24 87 4 6
20/06/2024 PA 36 35 53 81 39
20/06/2024 RO 11 51 60 38 4
20/06/2024 TO 74 21 37 5 46
20/06/2024 VE 64 71 35 79 68
20/06/2024 NZ 14 87 40 30 47
21/06/2024 BA 19 60 87 89 74
21/06/2024 CA 74 84 71 49 3
21/06/2024 FI 73 41 43 31 17
21/06/2024 GE 16 6 45 52 75
21/06/2024 MI 58 75 51 29 11
21/06/2024 NA 51 14 59 46 69
21/06/2024 PA 38 50 56 57 85
21/06/2024 RO 90 66 67 11 9
21/06/2024 TO 58 33 83 3 71
21/06/2024 VE 1 71 5 48 54
21/06/2024 NZ 39 81 58 23 36
22/06/2024 BA 88 59 16 58 4
22/06/2024 CA 51 71 61 54 55
22/06/2024 FI 11 13 15 53 23
22/06/2024 GE 63 19 10 88 43
22/06/2024 MI 16 14 77 83 88
22/06/2024 NA 42 35 5 34 77
22/06/2024 PA 33 51 68 67 1
22/06/2024 RO 83 78 75 84 86
22/06/2024 TO 14 10 11 63 46
22/06/2024 VE 60 82 31 59 27
22/06/2024 NZ 61 33 71 86 78
25/06/2024 BA 67 26 66 47 51
25/06/2024 CA 60 62 78 22 30
25/06/2024 FI 23 47 55 60 8
25/06/2024 GE 72 57 90 74 13
25/06/2024 MI 50 65 21 76 22
25/06/2024 NA 13 14 36 45 67
25/06/2024 PA 63 30 13 84 53
25/06/2024 RO 22 16 70 12 68
25/06/2024 TO 82 3 73 22 21
25/06/2024 VE 77 26 89 46 75
25/06/2024 NZ 40 60 58 9 27
27/06/2024 BA 62 68 49 5 37
27/06/2024 CA 62 66 9 69 16
27/06/2024 FI 70 28 80 62 18
27/06/2024 GE 62 51 66 8 53
27/06/2024 MI 5 55 46 51 56
27/06/2024 NA 66 12 52 20 40
27/06/2024 PA 18 16 67 19 27
27/06/2024 RO 51 58 17 45 77
27/06/2024 TO 87 8 85 21 76
27/06/2024 VE 70 57 53 78 83
27/06/2024 NZ 2 56 54 90 77
28/06/2024 BA 23 76 44 33 13
28/06/2024 CA 46 73 87 52 5
28/06/2024 FI 52 2 38 4 71
28/06/2024 GE 82 32 64 22 27
28/06/2024 MI 28 85 4 65 13
28/06/2024 NA 19 66 33 15 13
28/06/2024 PA 80 84 64 42 61
28/06/2024 RO 12 54 78 67 24
28/06/2024 TO 80 23 36 13 64
28/06/2024 VE 24 44 49 5 6
28/06/2024 NZ 73 35 31 70 64
29/06/2024 BA 83 65 11 16 67
29/06/2024 CA 59 30 85 82 39
29/06/2024 FI 46 79 29 14 25
29/06/2024 GE 32 61 24 70 6
29/06/2024 MI 41 7 9 70 16
29/06/2024 NA 70 7 63 22 39
29/06/2024 PA 20 4 23 69 7
29/06/2024 RO 74 78 12 23 77
29/06/2024 TO 52 8 74 70 15
29/06/2024 VE 4 32 50 67 38
29/06/2024 NZ 1 61 60 42 48
02/07/2024 BA 34 27 73 89 44
02/07/2024 CA 14 48 57 47 80
02/07/2024 FI 81 37 67 83 64
02/07/2024 GE 7 15 19 32 39
02/07/2024 MI 90 63 26 64 70
02/07/2024 NA 16 65 85 45 21
02/07/2024 PA 12 3 56 43 62
02/07/2024 RO 81 29 5 43 27
02/07/2024 TO 40 49 17 2 22
02/07/2024 VE 27 62 33 3 40
02/07/2024 NZ 29 44 17 21 18
04/07/2024 BA 25 65 78 47 55
04/07/2024 CA 76 12 47 19 41
04/07/2024 FI 56 71 51 76 45
04/07/2024 GE 30 73 4 76 15
04/07/2024 MI 24 80 38 2 52
04/07/2024 NA 11 33 2 22 72
04/07/2024 PA 52 54 30 85 16
04/07/2024 RO 51 3 14 56 49
04/07/2024 TO 84 15 26 1 13
04/07/2024 VE 65 17 32 62 82
04/07/2024 NZ 46 4 71 30 62
05/07/2024 BA 41 30 60 76 77
05/07/2024 CA 65 23 89 37 34
05/07/2024 FI 65 31 84 86 19
05/07/2024 GE 42 7 32 68 30
05/07/2024 MI 50 67 64 36 41
05/07/2024 NA 67 89 6 10 9
05/07/2024 PA 60 12 71 53 62
05/07/2024 RO 6 54 80 37 62
05/07/2024 TO 53 89 82 9 31
05/07/2024 VE 70 11 85 2 77
05/07/2024 NZ 72 71 50 3 46
06/07/2024 BA 24 25 66 7 21
06/07/2024 CA 5 16 32 69 27
06/07/2024 FI 31 78 54 53 52
06/07/2024 GE 37 58 22 13 79
06/07/2024 MI 88 71 90 77 20
06/07/2024 NA 56 48 77 41 15
06/07/2024 PA 75 82 20 14 15
06/07/2024 RO 62 3 88 36 33
06/07/2024 TO 52 11 71 42 59
06/07/2024 VE 29 52 46 75 34
06/07/2024 NZ 62 68 83 73 57
09/07/2024 BA 14 36 19 10 56
09/07/2024 CA 15 40 90 62 17
09/07/2024 FI 28 19 84 5 62
09/07/2024 GE 1 48 54 37 88
09/07/2024 MI 35 32 6 15 63
09/07/2024 NA 15 21 47 38 76
09/07/2024 PA 19 25 58 29 78
09/07/2024 RO 39 23 79 67 11
09/07/2024 TO 27 22 18 82 57
09/07/2024 VE 26 25 79 3 71
09/07/2024 NZ 29 77 27 79 10
11/07/2024 BA 87 35 73 7 39
11/07/2024 CA 71 11 54 87 12
11/07/2024 FI 73 38 61 26 20
11/07/2024 GE 60 66 14 3 76
11/07/2024 MI 49 80 14 70 65
11/07/2024 NA 90 6 17 7 4
11/07/2024 PA 79 58 83 59 63
11/07/2024 RO 41 35 6 38 72
11/07/2024 TO 35 42 86 85 6
11/07/2024 VE 72 4 8 37 55
11/07/2024 NZ 48 39 12 2 29
12/07/2024 BA 53 67 47 41 14
12/07/2024 CA 42 31 17 38 23
12/07/2024 FI 54 7 64 65 63
12/07/2024 GE 2 60 52 22 54
12/07/2024 MI 62 63 6 61 58
12/07/2024 NA 25 19 77 2 31
12/07/2024 PA 85 43 67 4 9
12/07/2024 RO 14 77 69 35 2
12/07/2024 TO 31 15 30 35 29
12/07/2024 VE 6 86 52 39 78
12/07/2024 NZ 56 23 80 47 28
13/07/2024 BA 16 18 30 6 10
13/07/2024 CA 40 54 44 72 14
13/07/2024 FI 45 44 76 83 77
13/07/2024 GE 74 81 9 54 26
13/07/2024 MI 9 19 8 73 34
13/07/2024 NA 82 62 88 19 39
13/07/2024 PA 84 89 90 3 46
13/07/2024 RO 72 80 62 81 21
13/07/2024 TO 43 64 76 32 89
13/07/2024 VE 25 77 87 24 84
13/07/2024 NZ 32 10 79 48 12
16/07/2024 BA 33 58 77 37 53
16/07/2024 CA 60 50 17 12 84
16/07/2024 FI 10 48 70 7 38
16/07/2024 GE 69 73 41 44 36
16/07/2024 MI 22 43 11 37 27
16/07/2024 NA 26 39 31 60 80
16/07/2024 PA 29 14 63 18 11
16/07/2024 RO 37 20 77 22 3
16/07/2024 TO 89 21 55 66 24
16/07/2024 VE 36 32 51 26 23
16/07/2024 NZ 7 9 84 58 13
18/07/2024 BA 10 44 77 87 74
18/07/2024 CA 1 49 31 5 67
18/07/2024 FI 12 67 59 20 48
18/07/2024 GE 37 78 10 81 73
18/07/2024 MI 33 38 30 2 18
18/07/2024 NA 15 23 39 56 16
18/07/2024 PA 66 82 57 54 58
18/07/2024 RO 31 60 79 43 26
18/07/2024 TO 30 19 41 60 34
18/07/2024 VE 4 36 44 27 88
18/07/2024 NZ 31 58 15 87 7
19/07/2024 BA 45 76 17 9 77
19/07/2024 CA 89 86 76 21 45
19/07/2024 FI 67 44 30 31 63
19/07/2024 GE 41 82 68 23 30
19/07/2024 MI 45 68 58 37 73
19/07/2024 NA 29 13 85 90 41
19/07/2024 PA 60 85 33 7 21
19/07/2024 RO 72 30 61 26 86
19/07/2024 TO 52 40 20 15 35
19/07/2024 VE 15 4 60 52 12
19/07/2024 NZ 35 7 52 49 61
20/07/2024 BA 2 37 6 77 72
20/07/2024 CA 28 4 69 51 83
20/07/2024 FI 69 17 49 75 52
20/07/2024 GE 76 33 36 66 85
20/07/2024 MI 7 51 80 89 41
20/07/2024 NA 10 47 28 30 48
20/07/2024 PA 52 24 80 62 26
20/07/2024 RO 37 29 34 35 49
20/07/2024 TO 81 13 84 88 27
20/07/2024 VE 84 21 39 2 3
20/07/2024 NZ 81 40 56 83 35
23/07/2024 BA 6 64 50 59 75
23/07/2024 CA 1 70 20 90 41
23/07/2024 FI 37 9 76 51 61
23/07/2024 GE 8 34 20 2 72
23/07/2024 MI 6 76 74 73 26
23/07/2024 NA 59 18 6 46 39
23/07/2024 PA 2 63 20 43 48
23/07/2024 RO 53 79 70 25 52
23/07/2024 TO 77 72 19 3 33
23/07/2024 VE 17 78 22 32 54
23/07/2024 NZ 5 62 37 30 21
25/07/2024 BA 59 37 73 82 89
25/07/2024 CA 57 10 20 69 44
25/07/2024 FI 36 3 30 57 56
25/07/2024 GE 50 11 55 15 78
25/07/2024 MI 76 70 74 68 80
25/07/2024 NA 59 51 6 19 47
25/07/2024 PA 48 86 34 1 53
25/07/2024 RO 12 50 26 32 24
25/07/2024 TO 84 32 78 26 37
25/07/2024 VE 30 12 19 31 80
25/07/2024 NZ 84 89 33 12 52
26/07/2024 BA 83 50 70 71 48
26/07/2024 CA 50 35 74 61 6
26/07/2024 FI 14 76 62 50 83
26/07/2024 GE 89 32 85 53 5
26/07/2024 MI 11 32 21 9 75
26/07/2024 NA 10 50 29 38 70
26/07/2024 PA 66 82 37 25 29
26/07/2024 RO 56 63 61 40 75
26/07/2024 TO 50 6 24 69 85
26/07/2024 VE 77 71 2 70 76
26/07/2024 NZ 14 41 1 58 30
27/07/2024 BA 68 18 5 80 90
27/07/2024 CA 68 80 63 13 55
27/07/2024 FI 57 10 34 4 2
27/07/2024 GE 17 8 51 71 76
27/07/2024 MI 73 68 62 47 53
27/07/2024 NA 32 76 19 8 44
27/07/2024 PA 71 26 48 56 12
27/07/2024 RO 16 68 12 32 88
27/07/2024 TO 19 66 61 60 52
27/07/2024 VE 59 39 14 42 53
27/07/2024 NZ 30 41 80 50 83
30/07/2024 BA 85 42 2 15 88
30/07/2024 CA 84 46 42 45 2
30/07/2024 FI 52 61 29 8 19
30/07/2024 GE 37 14 44 18 30
30/07/2024 MI 69 88 15 7 6
30/07/2024 NA 49 66 17 70 65
30/07/2024 PA 87 57 32 52 67
30/07/2024 RO 70 53 25 86 3
30/07/2024 TO 31 78 43 84 53
30/07/2024 VE 44 71 57 8 64
30/07/2024 NZ 53 38 1 51 42
01/08/2024 BA 37 83 62 79 1
01/08/2024 CA 74 42 38 64 60
01/08/2024 FI 35 72 84 33 5
01/08/2024 GE 9 28 49 21 35
01/08/2024 MI 12 18 34 19 70
01/08/2024 NA 20 60 76 31 2
01/08/2024 PA 33 28 90 31 81
01/08/2024 RO 20 45 5 82 8
01/08/2024 TO 4 21 16 44 49
01/08/2024 VE 33 50 35 72 39
01/08/2024 NZ 77 30 31 37 20
02/08/2024 BA 71 37 79 67 51
02/08/2024 CA 3 66 29 11 33
02/08/2024 FI 81 28 47 29 20
02/08/2024 GE 84 13 46 38 62
02/08/2024 MI 85 89 55 43 20
02/08/2024 NA 36 7 16 14 51
02/08/2024 PA 88 18 63 67 73
02/08/2024 RO 57 56 48 86 85
02/08/2024 TO 17 56 37 30 62
02/08/2024 VE 14 18 32 37 86
02/08/2024 NZ 16 88 32 71 1
03/08/2024 BA 70 56 80 58 83
03/08/2024 CA 69 73 43 70 33
03/08/2024 FI 15 38 41 37 27
03/08/2024 GE 18 16 52 55 48
03/08/2024 MI 43 16 37 66 28
03/08/2024 NA 15 70 46 56 61
03/08/2024 PA 42 7 37 30 82
03/08/2024 RO 47 19 35 5 16
03/08/2024 TO 9 35 32 81 79
03/08/2024 VE 59 54 34 13 43
03/08/2024 NZ 62 50 27 38 87
06/08/2024 BA 89 80 7 6 10
06/08/2024 CA 29 5 35 2 12
06/08/2024 FI 83 41 3 11 7
06/08/2024 GE 40 48 11 3 88
06/08/2024 MI 47 6 20 45 28
06/08/2024 NA 20 9 23 40 55
06/08/2024 PA 9 10 73 43 74
06/08/2024 RO 62 30 5 59 19
06/08/2024 TO 16 80 5 90 40
06/08/2024 VE 49 82 40 7 61
06/08/2024 NZ 40 26 75 79 76
08/08/2024 BA 35 85 34 89 10
08/08/2024 CA 87 61 68 22 13
08/08/2024 FI 13 35 56 79 75
08/08/2024 GE 39 65 68 46 13
08/08/2024 MI 59 6 63 79 39
08/08/2024 NA 69 41 34 3 14
08/08/2024 PA 13 34 3 51 28
08/08/2024 RO 13 23 21 17 33
08/08/2024 TO 36 69 7 9 1
08/08/2024 VE 88 52 48 17 46
08/08/2024 NZ 24 55 37 14 16
09/08/2024 BA 69 15 66 61 33
09/08/2024 CA 42 34 14 51 58
09/08/2024 FI 45 36 89 20 90
09/08/2024 GE 28 66 11 5 73
09/08/2024 MI 41 65 75 9 33
09/08/2024 NA 37 26 31 90 28
09/08/2024 PA 16 65 84 76 21
09/08/2024 RO 57 48 11 80 86
09/08/2024 TO 41 4 63 45 89
09/08/2024 VE 5 78 12 36 7
09/08/2024 NZ 14 59 35 56 48
10/08/2024 BA 5 29 45 57 44
10/08/2024 CA 24 22 35 21 31
10/08/2024 FI 39 2 78 36 43
10/08/2024 GE 83 50 10 22 59
10/08/2024 MI 71 88 28 15 1
10/08/2024 NA 83 30 39 20 40
10/08/2024 PA 64 46 47 5 11
10/08/2024 RO 89 1 69 83 37
10/08/2024 TO 24 43 26 56 73
10/08/2024 VE 9 67 40 27 14
10/08/2024 NZ 25 18 75 84 5
13/08/2024 BA 46 84 88 87 22
13/08/2024 CA 89 69 62 81 63
13/08/2024 FI 46 37 81 62 18
13/08/2024 GE 46 76 82 28 4
13/08/2024 MI 44 19 53 2 21
13/08/2024 NA 35 64 62 55 41
13/08/2024 PA 37 41 90 7 38
13/08/2024 RO 31 75 79 21 23
13/08/2024 TO 5 50 15 51 38
13/08/2024 VE 61 43 74 82 59
13/08/2024 NZ 57 6 78 55 52
16/08/2024 BA 6 45 54 83 84
16/08/2024 CA 69 59 10 25 31
16/08/2024 FI 67 59 84 65 70
16/08/2024 GE 33 89 1 54 35
16/08/2024 MI 6 27 8 64 51
16/08/2024 NA 14 31 4 76 47
16/08/2024 PA 53 82 68 5 57
16/08/2024 RO 2 36 82 28 27
16/08/2024 TO 10 25 71 76 65
16/08/2024 VE 88 8 9 76 60
16/08/2024 NZ 81 56 52 1 39
17/08/2024 BA 51 5 70 87 42
17/08/2024 CA 60 78 45 88 54
17/08/2024 FI 75 67 47 53 12
17/08/2024 GE 37 17 36 66 62
17/08/2024 MI 11 54 43 42 56
17/08/2024 NA 58 22 39 7 6
17/08/2024 PA 7 23 29 43 27
17/08/2024 RO 87 46 26 53 12
17/08/2024 TO 23 68 21 71 74
17/08/2024 VE 55 85 34 52 9
17/08/2024 NZ 4 12 2 50 70
19/08/2024 BA 74 48 56 32 41
19/08/2024 CA 87 45 30 77 23
19/08/2024 FI 81 59 86 31 4
19/08/2024 GE 48 17 13 3 54
19/08/2024 MI 66 38 3 52 64
19/08/2024 NA 16 44 47 61 75
19/08/2024 PA 59 46 16 36 52
19/08/2024 RO 37 13 54 61 1
19/08/2024 TO 37 36 54 57 48
19/08/2024 VE 28 47 11 40 44
19/08/2024 NZ 77 27 5 38 8
20/08/2024 BA 52 75 45 20 9
20/08/2024 CA 43 23 31 41 57
20/08/2024 FI 2 7 31 80 46
20/08/2024 GE 27 50 64 6 65
20/08/2024 MI 56 54 7 60 41
20/08/2024 NA 43 64 13 32 11
20/08/2024 PA 49 69 26 62 40
20/08/2024 RO 20 42 70 32 78
20/08/2024 TO 61 57 71 4 3
20/08/2024 VE 30 25 46 21 1
20/08/2024 NZ 49 10 37 44 70
22/08/2024 BA 10 75 56 89 39
22/08/2024 CA 35 89 22 72 54
22/08/2024 FI 85 10 42 29 39
22/08/2024 GE 82 87 25 22 75
22/08/2024 MI 73 40 90 41 87
22/08/2024 NA 13 50 38 53 42
22/08/2024 PA 59 39 6 62 90
22/08/2024 RO 37 36 82 69 55
22/08/2024 TO 68 39 11 15 35
22/08/2024 VE 72 26 77 66 29
22/08/2024 NZ 72 70 10 68 79
23/08/2024 BA 13 52 41 78 47
23/08/2024 CA 18 60 67 83 15
23/08/2024 FI 27 71 52 66 21
23/08/2024 GE 66 74 52 46 13
23/08/2024 MI 7 51 14 1 74
23/08/2024 NA 20 72 1 14 70
23/08/2024 PA 23 40 68 24 90
23/08/2024 RO 60 54 32 11 26
23/08/2024 TO 32 23 49 82 7
23/08/2024 VE 66 54 11 10 19
23/08/2024 NZ 46 69 15 70 33
24/08/2024 BA 61 41 4 29 69
24/08/2024 CA 17 63 13 74 47
24/08/2024 FI 69 57 1 55 45
24/08/2024 GE 84 8 72 76 33
24/08/2024 MI 54 84 72 82 88
24/08/2024 NA 43 45 10 64 59
24/08/2024 PA 75 22 53 10 42
24/08/2024 RO 16 72 6 8 80
24/08/2024 TO 22 12 38 89 47
24/08/2024 VE 67 58 26 59 51
24/08/2024 NZ 63 73 82 54 10
27/08/2024 BA 60 67 10 86 40
27/08/2024 CA 72 80 86 18 70
27/08/2024 FI 9 52 73 43 48
27/08/2024 GE 70 14 41 43 64
27/08/2024 MI 34 50 6 25 85
27/08/2024 NA 53 50 36 43 20
27/08/2024 PA 66 61 7 4 85
27/08/2024 RO 39 41 69 40 21
27/08/2024 TO 39 27 51 48 74
27/08/2024 VE 4 6 14 25 75
27/08/2024 NZ 82 34 46 57 80
29/08/2024 BA 12 29 79 88 68
29/08/2024 CA 76 47 33 28 16
29/08/2024 FI 17 3 12 50 63
29/08/2024 GE 16 17 6 30 55
29/08/2024 MI 21 26 82 40 19
29/08/2024 NA 56 39 20 72 7
29/08/2024 PA 22 82 51 38 68
29/08/2024 RO 45 55 73 59 14
29/08/2024 TO 10 14 68 11 83
29/08/2024 VE 67 61 89 41 42
29/08/2024 NZ 47 42 31 60 59
30/08/2024 BA 9 62 10 17 65
30/08/2024 CA 66 58 77 16 88
30/08/2024 FI 51 50 10 5 70
30/08/2024 GE 49 89 27 42 50
30/08/2024 MI 48 22 60 62 71
30/08/2024 NA 28 81 87 82 51
30/08/2024 PA 90 67 13 65 6
30/08/2024 RO 59 60 10 71 24
30/08/2024 TO 65 1 68 47 34
30/08/2024 VE 46 6 59 73 19
30/08/2024 NZ 36 84 25 80 17
31/08/2024 BA 88 20 52 44 64
31/08/2024 CA 28 21 22 61 10
31/08/2024 FI 46 36 17 49 28
31/08/2024 GE 53 69 68 1 43
31/08/2024 MI 79 3 19 83 55
31/08/2024 NA 2 81 65 43 79
31/08/2024 PA 52 1 74 51 80
31/08/2024 RO 63 41 15 73 40
31/08/2024 TO 84 56 66 87 19
31/08/2024 VE 19 20 89 34 24
31/08/2024 NZ 23 25 39 46 53
03/09/2024 BA 18 71 75 21 64
03/09/2024 CA 34 28 68 90 31
03/09/2024 FI 15 14 86 67 9
03/09/2024 GE 84 61 17 4 26
03/09/2024 MI 73 57 83 23 74
03/09/2024 NA 78 84 42 75 43
03/09/2024 PA 55 39 45 69 50
03/09/2024 RO 29 40 72 1 69
03/09/2024 TO 62 83 3 7 12
03/09/2024 VE 14 70 82 45 78
03/09/2024 NZ 67 36 45 15 49
05/09/2024 BA 36 6 84 33 18
05/09/2024 CA 14 2 13 69 75
05/09/2024 FI 58 86 8 23 73
05/09/2024 GE 77 57 65 6 21
05/09/2024 MI 5 11 74 72 37
05/09/2024 NA 66 41 65 43 24
05/09/2024 PA 67 37 25 3 7
05/09/2024 RO 64 49 87 48 7
05/09/2024 TO 50 18 41 32 55
05/09/2024 VE 1 16 61 43 34
05/09/2024 NZ 16 5 8 34 88
06/09/2024 BA 79 53 54 83 26
06/09/2024 CA 15 6 7 30 71
06/09/2024 FI 8 46 1 32 39
06/09/2024 GE 48 8 10 4 55
06/09/2024 MI 79 85 63 30 47
06/09/2024 NA 9 10 64 63 17
06/09/2024 PA 64 86 80 61 6
06/09/2024 RO 44 30 42 27 17
06/09/2024 TO 17 88 13 58 28
06/09/2024 VE 82 10 73 55 28
06/09/2024 NZ 10 35 43 63 81
07/09/2024 BA 85 27 36 22 87
07/09/2024 CA 32 62 36 71 72
07/09/2024 FI 9 31 29 42 55
07/09/2024 GE 13 59 87 77 34
07/09/2024 MI 26 75 62 77 85
07/09/2024 NA 36 51 9 90 52
07/09/2024 PA 57 72 67 29 7
07/09/2024 RO 56 12 44 65 88
07/09/2024 TO 73 24 21 75 88
07/09/2024 VE 53 1 67 45 13
07/09/2024 NZ 24 86 62 74 75
10/09/2024 BA 47 60 46 12 29
10/09/2024 CA 64 77 88 73 45
10/09/2024 FI 80 69 7 88 33
10/09/2024 GE 69 8 24 65 41
10/09/2024 MI 86 30 6 72 82
10/09/2024 NA 63 56 32 44 80
10/09/2024 PA 63 54 82 66 85
10/09/2024 RO 15 44 30 55 28
10/09/2024 TO 4 7 43 5 31
10/09/2024 VE 65 49 46 32 57
10/09/2024 NZ 77 89 7 21 83
12/09/2024 BA 13 8 69 70 10
12/09/2024 CA 11 7 60 2 26
12/09/2024 FI 59 77 85 37 84
12/09/2024 GE 6 46 72 55 27
12/09/2024 MI 6 54 21 88 17
12/09/2024 NA 35 63 29 18 14
12/09/2024 PA 3 65 26 41 73
12/09/2024 RO 5 84 86 44 9
12/09/2024 TO 84 90 88 12 73
12/09/2024 VE 11 35 28 66 29
12/09/2024 NZ 77 10 2 6 29
13/09/2024 BA 24 29 31 62 39
13/09/2024 CA 79 13 26 66 17
13/09/2024 FI 39 35 23 36 81
13/09/2024 GE 14 65 32 29 87
13/09/2024 MI 42 65 61 39 22
13/09/2024 NA 24 23 62 67 41
13/09/2024 PA 47 12 72 22 80
13/09/2024 RO 52 44 62 90 30
13/09/2024 TO 72 37 88 2 43
13/09/2024 VE 35 60 50 71 12
13/09/2024 NZ 11 56 61 79 42
14/09/2024 BA 19 40 64 86 50
14/09/2024 CA 43 37 50 5 72
14/09/2024 FI 9 8 51 59 45
14/09/2024 GE 13 84 86 29 58
14/09/2024 MI 62 27 41 21 76
14/09/2024 NA 65 51 90 83 17
14/09/2024 PA 12 22 59 77 24
14/09/2024 RO 20 12 42 90 54
14/09/2024 TO 36 75 89 57 63
14/09/2024 VE 4 13 26 39 24
14/09/2024 NZ 15 34 10 55 2
17/09/2024 BA 74 18 29 87 57
17/09/2024 CA 38 9 89 76 64
17/09/2024 FI 34 75 36 29 73
17/09/2024 GE 49 77 30 45 16
17/09/2024 MI 5 64 60 46 45
17/09/2024 NA 65 22 43 86 59
17/09/2024 PA 60 90 21 29 70
17/09/2024 RO 21 75 40 32 33
17/09/2024 TO 78 87 39 66 75
17/09/2024 VE 65 7 22 6 30
17/09/2024 NZ 35 77 59 86 22
19/09/2024 BA 14 64 17 40 26
19/09/2024 CA 57 71 73 52 74
19/09/2024 FI 3 14 23 53 6
19/09/2024 GE 3 88 83 66 7
19/09/2024 MI 60 84 46 90 6
19/09/2024 NA 37 66 33 31 48
19/09/2024 PA 64 39 65 74 82
19/09/2024 RO 16 53 48 87 84
19/09/2024 TO 82 41 50 17 1
19/09/2024 VE 61 59 87 20 81
19/09/2024 NZ 27 6 28 73 9
20/09/2024 BA 46 64 70 83 28
20/09/2024 CA 85 56 6 80 34
20/09/2024 FI 30 44 68 3 11
20/09/2024 GE 44 26 8 27 57
20/09/2024 MI 31 64 51 81 47
20/09/2024 NA 7 44 1 39 34
20/09/2024 PA 17 58 83 76 72
20/09/2024 RO 38 2 12 28 50
20/09/2024 TO 20 78 84 14 67
20/09/2024 VE 72 41 8 59 10
20/09/2024 NZ 22 77 6 36 32
21/09/2024 BA 40 7 28 23 22
21/09/2024 CA 68 16 42 76 87
21/09/2024 FI 11 31 19 67 25
21/09/2024 GE 20 80 84 59 45
21/09/2024 MI 63 71 19 46 79
21/09/2024 NA 2 86 22 33 44
21/09/2024 PA 44 26 16 3 43
21/09/2024 RO 47 55 79 6 32
21/09/2024 TO 35 26 30 12 23
21/09/2024 VE 9 57 33 21 6
21/09/2024 NZ 14 27 8 10 88
24/09/2024 BA 13 62 81 30 20
24/09/2024 CA 34 64 90 2 55
24/09/2024 FI 45 53 71 48 38
24/09/2024 GE 37 44 63 24 51
24/09/2024 MI 58 51 17 13 78
24/09/2024 NA 9 15 78 24 84
24/09/2024 PA 64 31 86 22 47
24/09/2024 RO 75 10 2 28 5
24/09/2024 TO 25 84 44 16 33
24/09/2024 VE 7 65 28 25 19
24/09/2024 NZ 80 56 62 41 38
26/09/2024 BA 17 7 30 59 65
26/09/2024 CA 88 37 68 17 13
26/09/2024 FI 72 75 1 39 71
26/09/2024 GE 90 70 77 56 76
26/09/2024 MI 50 63 90 10 72
26/09/2024 NA 23 28 87 75 59
26/09/2024 PA 55 14 74 58 10
26/09/2024 RO 25 38 69 53 48
26/09/2024 TO 64 36 79 60 14
26/09/2024 VE 34 66 42 39 23
26/09/2024 NZ 61 27 59 36 35
27/09/2024 BA 31 6 88 17 66
27/09/2024 CA 53 48 78 66 80
27/09/2024 FI 9 29 10 43 59
27/09/2024 GE 11 15 39 35 58
27/09/2024 MI 74 29 46 13 62
27/09/2024 NA 53 26 21 69 38
27/09/2024 PA 30 79 88 75 80
27/09/2024 RO 56 37 26 47 19
27/09/2024 TO 5 63 70 24 75
27/09/2024 VE 39 44 53 16 5
27/09/2024 NZ 23 33 35 36 14
28/09/2024 BA 47 31 9 85 52
28/09/2024 CA 49 67 26 29 68
28/09/2024 FI 37 1 54 79 15
28/09/2024 GE 89 76 83 14 59
28/09/2024 MI 87 85 30 76 10
28/09/2024 NA 73 68 24 62 5
28/09/2024 PA 62 27 66 20 82
28/09/2024 RO 6 30 5 53 37
28/09/2024 TO 11 2 38 55 43
28/09/2024 VE 81 51 82 1 20
28/09/2024 NZ 8 83 12 87 42
01/10/2024 BA 37 48 27 74 51
01/10/2024 CA 62 21 29 7 32
01/10/2024 FI 29 68 31 66 50
01/10/2024 GE 35 83 26 60 70
01/10/2024 MI 42 90 18 35 82
01/10/2024 NA 75 90 11 36 23
01/10/2024 PA 73 14 70 18 58
01/10/2024 RO 44 19 74 25 83
01/10/2024 TO 29 22 90 8 12
01/10/2024 VE 24 25 22 83 62
01/10/2024 NZ 86 28 77 72 80
03/10/2024 BA 89 24 87 42 6
03/10/2024 CA 80 46 74 28 16
03/10/2024 FI 70 23 64 19 43
03/10/2024 GE 34 87 24 11 23
03/10/2024 MI 80 71 79 26 30
03/10/2024 NA 56 54 47 62 11
03/10/1024 PA 35 57 83 6 47
03/10/2024 RO 40 5 39 47 89
03/10/2024 TO 36 27 81 6 88
03/10/2024 VE 39 9 85 26 90
03/10/2024 NZ 62 11 63 15 14
poi riscrivilo

mi da un errore e ti do la soluzione eccola : Spiega l’errore:

ValueError: All arrays must be of the same length
Gemini
Hypothesis
The traceback indicates a ValueError exception was raised with the message “All arrays must be of the same length”. The error occurred in line 25 during the creation of the pandas DataFrame. This means that one or more of the arrays you are trying to use to construct the DataFrame have different lengths. In this case, you are constructing the DataFrame with the dictionary data. Therefore, the ‘data’ and ‘numero’ keys likely have lists of different lengths.

Suggested Changes

import pandas as pd
import matplotlib.pyplot as plt
from statsmodels.tsa.arima.model import ARIMA
from statsmodels.graphics.tsaplots import plot_acf, plot_pacf

Creazione di un DataFrame con i dati forniti

data = {
‘data’: [
’02/05/2024′, ’02/05/2024′, ’02/05/2024′, ’02/05/2024′, ’02/05/2024′,
’02/05/2024′, ’02/05/2024′, ’02/05/2024′, ’02/05/2024′, ’02/05/2024′,
’02/05/2024′, ’03/05/2024′, ’03/05/2024′, ’03/05/2024′, ’03/05/2024′,
’03/05/2024′, ’03/05/2024′, ’03/05/2024′, ’03/05/2024′, ’03/05/2024′,
’04/05/2024′, ’04/05/2024′, ’04/05/2024′, ’04/05/2024′, ’04/05/2024′
# Aggiungi qui il resto dei dati – assicurati che la lunghezza corrisponda alla lista ‘numero’
],
‘numero’: [
43, 10, 71, 83, 28, 34, 37, 79, 83, 41,
84, 38, 69, 60, 17, 2, 12, 4, 62, 3,
2, 39, 36, 59, 5 #, 81, 15, 6, 78, 60 # I have commented out these values so the lists are the same length.
# Aggiungi qui il resto dei numeri
]
}

Creazione del DataFrame

df = pd.DataFrame(data)

Convertiamo la colonna ‘data’ in un oggetto datetime e impostiamola come indice

df[‘data’] = pd.to_datetime(df[‘data’])
df.set_index(‘data’, inplace=True)

Analisi delle serie temporali

plt.figure(figsize=(12, 6))
plt.plot(df[‘numero’], label=’Numeri Estratti’)
plt.title(‘Andamento dei Numeri Estratti nel Lotto’)
plt.xlabel(‘Data’)
plt.ylabel(‘Numero Estratto’)
plt.legend()
plt.show()

Identificazione dei parametri p, d, q per ARIMA

plot_acf(df[‘numero’], lags=20)
plt.title(‘Funzione ACF’)
plt.show()

plot_pacf(df[‘numero’], lags=20)
plt.title(‘Funzione PACF’)
plt.show()

Modello ARIMA

p, d, q = 1, 1, 1 # Sostituisci con i valori identificati
model = ARIMA(df[‘numero’], order=(p, d, q))
model_fit = model.fit()

Riassunto del modello

print(model_fit.summary())

Previsioni future

forecast = model_fit.forecast(steps=5) # Previsioni per i prossimi 5 numeri
print(“Previsioni per i prossimi 5 numeri estratti:”)
print(forecast)

Visualizzazione delle previsioni

plt.figure(figsize=(12, 6))

riscrivi lo script in modo che funzioni

Spiega l’errore:

ValueError: Can only compute partial correlations for lags up to 50% of the sample size. The requested nlags 20 must be < 12.
Gemini
Hypothesis
The error “ValueError: Can only compute partial correlations for lags up to 50% of the sample size. The requested nlags 20 must be < 12” indicates that you’re trying to calculate the partial autocorrelation function (PACF) with a lag value (lags=20) that is too large for your dataset. The maximum lag allowed is half the size of your data. In this case, your data has 25 observations, so the maximum lag should be less than 12.

Suggested Changes

plot_pacf(df[‘numero’], lags=10) # Changed lags to 10 which is less than 12
plt.title(‘Funzione PACF’)
plt.show() mi da ancora l errore modifica lo script in modo che non mi dia errore

cazzo mi da ancora errore Spiega l’errore:

ValueError: Can only compute partial correlations for lags up to 50% of the sample size. The requested nlags 20 must be < 12.
Gemini
Hypothesis
The code is trying to calculate the partial autocorrelation function (PACF) for a time series with 25 data points using the statsmodels.tsa.stattools.pacf function with a lag of 20. The error “ValueError: Can only compute partial correlations for lags up to 50% of the sample size…” indicates that the specified lag exceeds the maximum allowed lag, which is half the length of the time series. In this case, the maximum lag allowed is 12 (25 / 2 = 12.5, rounded down to 12).

Suggested Changes

Identificazione dei parametri p, d, q per ARIMA

plot_acf(df[‘numero’], lags=12) # Changed lags from 20 to 12
plt.title(‘Funzione ACF’)
plt.show()

plot_pacf(df[‘numero’], lags=12) # Changed lags from 20 to 12
plt.title(‘Funzione PACF’)
plt.show()

fai quello che ti ho chiesto sopra

import pandas as pd
import matplotlib.pyplot as plt
from statsmodels.tsa.arima.model import ARIMA
from statsmodels.graphics.tsaplots import plot_acf, plot_pacf

Creazione di un DataFrame con i dati forniti

data = {
‘data’: [
’02/05/2024′, ’02/05/2024′, ’02/05/2024′, ’02/05/2024′, ’02/05/2024′,
’02/05/2024′, ’02/05/2024′, ’02/05/2024′, ’02/05/2024′, ’02/05/2024′,
’03/05/2024′, ’03/05/2024′, ’03/05/2024′, ’03/05/2024′, ’03/05/2024′,
’03/05/2024′, ’03/05/2024′, ’03/05/2024′, ’03/05/2024′, ’03/05/2024′,
’04/05/2024′, ’04/05/2024′, ’04/05/2024′, ’04/05/2024′, ’04/05/2024′
],
‘numero’: [
43, 35, 83, 74, 40, 10, 23, 48, 1, 87,
71, 12, 4, 27, 1, 83, 37, 42, 70, 78,
28, 72, 27, 30, 7
]
}

Creazione del DataFrame

df = pd.DataFrame(data)

Convertiamo la colonna ‘data’ in un oggetto datetime e impostiamola come indice

df[‘data’] = pd.to_datetime(df[‘data’])
df.set_index(‘data’, inplace=True)

Analisi delle serie temporali

plt.figure(figsize=(12, 6))
plt.plot(df[‘numero’], label=’Numeri Estratti’)
plt.title(‘Andamento dei Numeri Estratti nel Lotto’)
plt.xlabel(‘Data’)
plt.ylabel(‘Numero Estratto’)
plt.legend()
plt.show()

Identificazione dei parametri p, d, q per ARIMA

plot_acf(df[‘numero’], lags=12) # Modificato a 12 lags
plt.title(‘Funzione ACF’)
plt.show() modifica lo script in modo che tolga i grafici e poi che mi trovi 4 ambi in quartina per tutte le ruote , sai cosa sono ambi in quartina ? modifica lo script e riscrivilo