Numeri pseudocasuali

[SatuRno17]

ciao a tutti, in questo thread provo a cercare affinità tra numeri generati da PRNG e numeri del lotto. Un prng è un algoritmo deterministico che crea una sequenza di numeri con proprietà statistiche simili a quelle dei numeri casuali, partendo da un valore iniziale detto seed. Con lo stesso seed, il PRNG produce sempre la stessa identica sequenza di numeri. Come ho scritto da altre parti, il lotto è un TRNG cioè è un sistema che genera numeri casuali sfruttando un fenomeno fisico realmente imprevedibile (il mescolamento delle palline con getto d'aria), anziché una formula matematica. Quindi come tutti i "metodi" sviluppati per questo gioco, è una perdita di tempo...ma per chi è appassionato di numeri invece... è un passatempo divertente.

ho scritto un primo abbozzo di codice python che condivido insieme all'archivio che è in formato csv e perciò ho dovuto aggiungere l'estensione txt sperando che non rovini il file.

in questo caso il prng è il MT di python e il mescolamento è semplicemente random.shuffle() ma ci sono tanti tantissimi altri modi per mescolare una lista di 90 elementi.

import csv
class clsArchivio:
    def __init__(self,file_path):
        self.file_path = file_path
        self.estrazioni = []
        self.date = []
    
    def carica(self):
        try:
            with open(self.file_path,newline="") as csvfile:
                lettore = csv.reader(csvfile,delimiter=";")
                for riga in lettore:
                    self.date.append(riga[0])
                    ruote=[]
                    for i in range(1,55+1,5):
                        ruote.append([int(x) for x in riga [i:i+5]])
                    self.estrazioni.append(ruote)
                    
        except Exception as e:
            print(f"Errore nel caricamento dell'archivio !")

archivio = clsArchivio("archivio.csv")
archivio.carica()
ruote = ["Bari","Cagliari","Firenze","Genova","Milano","Napoli","Palermo","Roma","Torino","Venezia","Nazionale"]

import random
seed = 0
random.seed(seed)

print(f"Seed utilizzato: {seed}")
for ruota in range(0,10+1):
    valori_uguali, estratti_rnd = [], []
    for estrazione in archivio.estrazioni:
        numeri = [x for x in range(1,91)]
        random.shuffle(numeri)     
        estratti_rnd = numeri[0:5] 
        valori_uguali.append(len(set(estrazione[ruota]) & set(estratti_rnd)))

    affinità = sum(valori_uguali)/len(valori_uguali)
    print(f"{ruote[ruota]} aff: {affinità}")

 

[SatuRno17]

E' sufficiente cambiare il metodo di mescolamento e anche con lo stesso seed si ottengono risultati differenti (permutazioni diverse).

con 2 metodi avremo due permutazioni diverse. Considerando che vogliamo solo 5 numeri (come nel lotto) dobbiamo decidere se prendere i primi 5, gli ultimi 5, oppure possiamo prendere 5 particolari o ancora 5 a caso. In tutti i casi avremo 4 possibilità (perché abbiamo 2 permutazioni e quindi 2 possibili cinquine). Se aggiungo un altro metodo di mescolamento ne avremo 3 e di conseguenza le possibilità aumentano.

 

[SatuRno17]

partirei da 3 modi principali di mescolare 90 numeri:

import random

lista_1 = list(range(1,10))
lista_2 = list(range(1,10))

# 1. shuffle standard
random.seed(42)
random.shuffle(lista_1)

# 2. shuffle da sinistra a destra
random.seed(42)
for i in range(len(lista_2) - 1):
    j = random.randint(i, len(lista_2)-1)   # equivale a randrange(i, len(lista_2))
    lista_2[i], lista_2[j] = lista_2[j], lista_2[i]

print("shuffle 1:", lista_1)
print("shuffle 2:", lista_2)

# 3. random.sample()
random.seed(42)
print(f"shuffle 3: {random.sample(range(1,10),9)}")   # questa sequenza è come la prima ma invertita

il metodo #3 è interessante perché è più rapida l'elaborazione e sceglie in automatico i 5 numeri estratti.
al momento ho analizzato 2000 seeds per ogni metodo ma non con tutti i modi di scegliere gli estratti; per ora il migliore (il meno peggio) è uscito dal metodo #3

[reale]             -        [random]     -      [numeri uguali]
[87, 71, 31, 79, 11] - [77, 78, 90, 24, 43] - 0
[46, 35, 11, 17, 14] - [55, 53, 43, 69, 40] - 0
[71, 76, 28, 53, 59] - [51, 37, 81, 65, 54] - 0
[62, 76, 41, 63, 44] - [54, 16, 10, 42, 55] - 0
[67, 6, 28, 18, 13] - [9, 47, 16, 18, 78] - 1
[4, 49, 63, 10, 85] - [67, 43, 9, 79, 75] - 0
[19, 35, 55, 5, 63] - [62, 57, 53, 15, 76] - 0
[53, 60, 87, 6, 23] - [71, 3, 51, 25, 63] - 0
[82, 68, 63, 37, 47] - [75, 8, 83, 76, 24] - 0
[52, 73, 81, 76, 20] - [78, 15, 31, 55, 33] - 0
[85, 10, 81, 54, 53] - [37, 53, 29, 76, 89] - 1
[29, 47, 34, 76, 69] - [88, 80, 10, 82, 66] - 0
[14, 79, 12, 36, 52] - [23, 59, 76, 81, 85] - 0
[73, 71, 23, 49, 88] - [39, 3, 48, 18, 57] - 0
[65, 20, 89, 44, 66] - [15, 29, 49, 64, 19] - 0
[25, 14, 35, 74, 54] - [41, 32, 48, 34, 44] - 0
[50, 61, 38, 72, 7] - [81, 64, 5, 77, 86] - 0
[83, 30, 13, 6, 66] - [65, 83, 35, 18, 15] - 1
[74, 42, 85, 78, 47] - [49, 40, 62, 33, 58] - 0
[48, 21, 36, 58, 37] - [90, 42, 10, 72, 16] - 0
[63, 64, 21, 27, 53] - [7, 54, 44, 35, 76] - 0
[37, 59, 79, 90, 42] - [58, 80, 25, 48, 3] - 0
[6, 76, 24, 11, 54] - [63, 21, 43, 4, 59] - 0
[6, 15, 46, 47, 27] - [84, 39, 34, 64, 47] - 1
[28, 59, 52, 11, 76] - [44, 66, 40, 50, 82] - 0
[60, 39, 71, 87, 50] - [70, 82, 88, 65, 77] - 0
[48, 17, 34, 1, 70] - [22, 34, 5, 75, 18] - 1
[46, 66, 74, 30, 44] - [9, 28, 44, 71, 27] - 1
[46, 4, 25, 18, 50] - [25, 62, 72, 18, 9] - 2
[4, 67, 62, 30, 14] - [82, 49, 88, 54, 63] - 0
[35, 71, 76, 89, 82] - [8, 16, 59, 15, 67] - 0
[8, 47, 3, 82, 88] - [61, 49, 48, 83, 85] - 0
[89, 56, 70, 19, 85] - [28, 17, 78, 88, 57] - 0
[81, 26, 9, 69, 31] - [7, 13, 26, 90, 11] - 1
[29, 67, 83, 45, 85] - [2, 71, 79, 32, 57] - 0
[84, 24, 59, 64, 28] - [46, 4, 80, 51, 43] - 0
[40, 76, 63, 29, 44] - [22, 53, 48, 23, 42] - 0
[80, 34, 30, 84, 86] - [7, 13, 1, 79, 88] - 0
[8, 2, 25, 53, 47] - [45, 61, 87, 59, 3] - 0
[33, 29, 40, 47, 43] - [61, 4, 80, 21, 69] - 0
[74, 84, 15, 85, 14] - [84, 67, 57, 13, 22] - 1
[4, 72, 52, 90, 79] - [73, 76, 67, 1, 24] - 0
[7, 38, 56, 2, 60] - [72, 3, 35, 46, 45] - 0
[26, 80, 90, 25, 63] - [45, 81, 11, 89, 12] - 0
[51, 54, 70, 35, 22] - [49, 59, 71, 69, 64] - 0
[76, 14, 82, 23, 37] - [46, 87, 34, 70, 50] - 0
[18, 75, 56, 86, 25] - [61, 83, 9, 22, 50] - 0
[55, 34, 3, 53, 27] - [88, 84, 21, 80, 76] - 0
[20, 67, 88, 90, 41] - [32, 20, 85, 67, 56] - 2
[66, 72, 19, 23, 7] - [67, 62, 37, 23, 82] - 1
[73, 62, 17, 71, 27] - [12, 13, 22, 36, 24] - 0
[71, 65, 80, 36, 24] - [37, 12, 47, 82, 43] - 0
[31, 34, 79, 15, 18] - [28, 73, 19, 86, 75] - 0
[34, 72, 45, 77, 78] - [3, 7, 50, 69, 42] - 0
[1, 8, 54, 12, 72] - [66, 60, 69, 46, 4] - 0
[9, 77, 53, 83, 20] - [24, 40, 80, 74, 16] - 0
[1, 32, 17, 86, 67] - [73, 37, 58, 71, 32] - 1
[80, 76, 28, 17, 71] - [18, 84, 77, 46, 78] - 0
[56, 88, 52, 29, 6] - [11, 47, 80, 88, 16] - 1
[85, 38, 23, 64, 49] - [88, 43, 62, 31, 26] - 0
[64, 34, 4, 55, 80] - [11, 34, 61, 1, 64] - 2
[74, 28, 85, 90, 2] - [11, 12, 14, 33, 62] - 0
[86, 90, 70, 82, 25] - [90, 68, 60, 84, 9] - 1
[33, 60, 19, 58, 37] - [89, 43, 64, 13, 58] - 1
[80, 38, 78, 51, 37] - [45, 21, 54, 14, 32] - 0
[76, 31, 65, 89, 90] - [83, 56, 76, 29, 52] - 1
[5, 10, 1, 31, 23] - [12, 38, 90, 62, 33] - 0
[9, 78, 80, 63, 32] - [31, 3, 40, 37, 27] - 0
[4, 82, 76, 54, 89] - [78, 11, 4, 57, 15] - 1
[53, 90, 34, 47, 81] - [56, 33, 17, 50, 82] - 0
[67, 63, 19, 88, 37] - [69, 67, 88, 14, 32] - 2
[65, 33, 72, 38, 85] - [85, 58, 88, 65, 41] - 2
[89, 45, 29, 30, 27] - [58, 23, 17, 66, 80] - 0
[78, 53, 21, 45, 72] - [15, 64, 18, 4, 26] - 0
[17, 90, 48, 32, 55] - [18, 78, 79, 24, 12] - 0
[51, 2, 77, 33, 64] - [2, 23, 28, 3, 18] - 1
[58, 71, 64, 86, 22] - [14, 2, 65, 42, 15] - 0
[42, 62, 40, 6, 85] - [40, 34, 66, 58, 9] - 1
[47, 68, 53, 20, 17] - [67, 4, 2, 9, 81] - 0
[84, 7, 79, 31, 47] - [71, 64, 13, 1, 34] - 0
[53, 43, 80, 29, 7] - [17, 63, 21, 22, 44] - 0
[18, 36, 73, 15, 8] - [36, 66, 27, 55, 1] - 1
[55, 45, 26, 41, 39] - [62, 27, 40, 28, 67] - 0
[23, 33, 39, 32, 5] - [12, 21, 1, 27, 79] - 0
[19, 18, 88, 28, 69] - [33, 6, 12, 70, 60] - 0
[76, 45, 1, 5, 77] - [88, 45, 51, 70, 71] - 1
[48, 29, 12, 37, 4] - [80, 35, 44, 29, 60] - 1
[8, 3, 76, 42, 36] - [46, 51, 65, 54, 41] - 0
[79, 83, 90, 60, 8] - [40, 75, 86, 26, 73] - 0
[8, 86, 38, 41, 90] - [80, 9, 33, 2, 77] - 0
[90, 11, 34, 57, 46] - [90, 58, 52, 72, 25] - 1
[71, 15, 66, 32, 5] - [76, 90, 58, 34, 74] - 0
[86, 54, 20, 80, 8] - [16, 68, 28, 12, 32] - 0
[62, 10, 41, 35, 5] - [49, 57, 21, 66, 88] - 0
[37, 51, 64, 55, 48] - [82, 60, 21, 65, 25] - 0
[10, 45, 23, 29, 82] - [46, 39, 13, 55, 70] - 0
[22, 46, 33, 61, 83] - [43, 32, 17, 13, 49] - 0
[55, 49, 16, 56, 74] - [8, 39, 24, 64, 54] - 0
[34, 71, 59, 86, 31] - [13, 15, 61, 26, 31] - 1
[49, 10, 47, 24, 28] - [2, 37, 11, 81, 12] - 0
[7, 14, 54, 53, 59] - [79, 85, 39, 18, 5] - 0
[37, 11, 27, 9, 45] - [39, 15, 23, 20, 57] - 0
[6, 24, 59, 20, 71] - [7, 6, 38, 42, 24] - 2
[79, 34, 88, 16, 11] - [11, 9, 54, 47, 88] - 2
[36, 38, 82, 15, 65] - [49, 37, 22, 5, 33] - 0
[58, 36, 62, 53, 8] - [52, 77, 55, 65, 59] - 0
[86, 19, 64, 44, 78] - [87, 89, 8, 78, 84] - 1
[19, 64, 87, 78, 2] - [19, 76, 32, 63, 43] - 1
[2, 72, 65, 17, 89] - [3, 50, 62, 24, 7] - 0
[42, 15, 66, 46, 76] - [49, 35, 32, 58, 12] - 0
[37, 74, 29, 23, 34] - [67, 53, 84, 40, 60] - 0
[85, 39, 59, 18, 66] - [18, 23, 24, 33, 78] - 1
[88, 30, 77, 85, 83] - [3, 50, 12, 86, 52] - 0
[15, 44, 18, 39, 74] - [65, 26, 78, 66, 50] - 0
[59, 5, 12, 47, 65] - [89, 38, 67, 7, 16] - 0
[1, 34, 25, 50, 44] - [88, 19, 77, 56, 47] - 0
[86, 30, 52, 56, 33] - [47, 64, 39, 73, 23] - 0
[8, 32, 51, 29, 54] - [90, 48, 63, 24, 69] - 0
[46, 62, 49, 30, 26] - [4, 58, 40, 5, 11] - 0
[14, 34, 60, 3, 18] - [78, 69, 60, 82, 31] - 1
[4, 2, 27, 61, 1] - [11, 68, 76, 56, 12] - 0
[49, 59, 53, 1, 32] - [82, 3, 79, 61, 55] - 0
[55, 53, 85, 8, 87] - [36, 86, 23, 8, 64] - 1
[12, 43, 24, 19, 54] - [40, 87, 75, 32, 18] - 0
[77, 6, 7, 26, 55] - [9, 62, 89, 23, 67] - 0
[10, 72, 80, 63, 39] - [65, 64, 81, 50, 86] - 0
[67, 11, 53, 89, 71] - [80, 58, 4, 3, 24] - 0
[13, 89, 72, 88, 56] - [76, 30, 3, 55, 62] - 0
[14, 31, 60, 25, 21] - [83, 84, 57, 41, 19] - 0
[52, 48, 46, 37, 81] - [41, 40, 52, 55, 10] - 1
[18, 46, 41, 76, 33] - [61, 89, 67, 3, 19] - 0
[82, 39, 17, 51, 43] - [46, 62, 2, 3, 49] - 0
[90, 84, 78, 56, 41] - [80, 87, 61, 83, 19] - 0
[90, 65, 56, 74, 31] - [6, 18, 22, 68, 78] - 0
[41, 29, 32, 10, 26] - [9, 52, 20, 1, 22] - 0
[48, 1, 37, 16, 86] - [31, 47, 57, 35, 51] - 0
[46, 41, 64, 57, 70] - [13, 60, 85, 47, 70] - 1
[7, 57, 79, 52, 82] - [60, 43, 50, 28, 81] - 0
[46, 76, 82, 10, 23] - [47, 31, 27, 90, 9] - 0
[64, 85, 22, 65, 90] - [45, 8, 40, 54, 18] - 0
[41, 90, 10, 74, 45] - [2, 4, 68, 79, 78] - 0
[11, 75, 35, 54, 73] - [48, 29, 67, 24, 51] - 0
[44, 7, 5, 68, 54] - [65, 31, 79, 90, 38] - 0
[10, 13, 70, 44, 85] - [47, 50, 21, 3, 45] - 0
[33, 43, 11, 89, 79] - [22, 79, 12, 8, 59] - 1
[58, 80, 59, 35, 1] - [50, 60, 36, 14, 20] - 0
[10, 43, 40, 82, 88] - [8, 47, 22, 10, 19] - 1
[78, 8, 56, 74, 14] - [9, 68, 76, 58, 49] - 0
[16, 81, 87, 19, 2] - [68, 64, 23, 5, 56] - 0
[27, 18, 25, 66, 33] - [6, 56, 26, 78, 87] - 0
[8, 84, 32, 53, 35] - [7, 34, 39, 13, 22] - 0
[81, 77, 34, 62, 90] - [50, 90, 35, 53, 71] - 1
[86, 2, 42, 59, 4] - [26, 8, 88, 7, 33] - 0
[31, 24, 16, 4, 27] - [32, 9, 64, 34, 16] - 1
[64, 51, 11, 21, 86] - [26, 67, 77, 16, 13] - 0
[38, 5, 35, 66, 6] - [73, 89, 61, 59, 35] - 1
[71, 86, 22, 60, 50] - [23, 7, 12, 32, 82] - 0
[21, 57, 54, 83, 38] - [58, 86, 36, 76, 10] - 0
[69, 78, 70, 30, 8] - [67, 43, 86, 22, 3] - 0
[42, 9, 45, 44, 79] - [47, 56, 75, 39, 51] - 0
[87, 77, 19, 5, 14] - [43, 5, 7, 16, 66] - 1
[21, 83, 28, 62, 4] - [46, 40, 47, 61, 85] - 0
[89, 13, 38, 74, 65] - [61, 10, 16, 11, 40] - 0
[88, 11, 65, 69, 37] - [51, 74, 62, 35, 82] - 0
[77, 63, 8, 10, 58] - [67, 87, 55, 48, 21] - 0
[86, 67, 64, 58, 22] - [63, 87, 10, 25, 40] - 0
[44, 23, 87, 19, 57] - [81, 30, 46, 60, 7] - 0
[41, 48, 9, 28, 61] - [29, 57, 20, 73, 65] - 0
[44, 63, 66, 52, 2] - [2, 47, 68, 48, 33] - 1
[68, 10, 15, 81, 9] - [13, 5, 15, 27, 23] - 1
[27, 60, 23, 82, 48] - [9, 83, 27, 6, 7] - 1
[15, 39, 19, 89, 62] - [43, 26, 17, 66, 53] - 0
[38, 80, 39, 21, 76] - [23, 69, 19, 29, 26] - 0
[66, 90, 56, 62, 34] - [57, 31, 30, 16, 46] - 0
[61, 83, 16, 21, 44] - [47, 2, 7, 30, 26] - 0
[81, 75, 31, 54, 62] - [28, 22, 12, 34, 6] - 0
[57, 15, 34, 71, 61] - [14, 53, 62, 72, 44] - 0
[36, 7, 51, 50, 34] - [48, 3, 52, 33, 41] - 0
[78, 64, 18, 31, 51] - [32, 16, 75, 37, 22] - 0
[64, 12, 35, 28, 18] - [29, 24, 69, 89, 35] - 1
[47, 83, 40, 27, 56] - [11, 36, 42, 86, 20] - 0
[44, 53, 62, 27, 45] - [63, 5, 82, 76, 21] - 0
[1, 76, 73, 64, 61] - [45, 70, 81, 87, 40] - 0
[89, 52, 47, 24, 58] - [34, 42, 43, 12, 74] - 0
[2, 7, 23, 51, 42] - [47, 8, 4, 29, 52] - 0
[24, 28, 51, 10, 82] - [11, 52, 87, 34, 39] - 0
[46, 60, 63, 26, 66] - [31, 27, 85, 33, 53] - 0
[40, 82, 80, 35, 41] - [32, 50, 31, 56, 28] - 0
[9, 68, 50, 2, 28] - [71, 86, 52, 6, 49] - 0
[5, 21, 31, 89, 60] - [4, 27, 53, 55, 67] - 0
[70, 23, 12, 45, 29] - [18, 59, 85, 53, 1] - 0
[87, 69, 44, 43, 3] - [38, 74, 4, 84, 47] - 0
[35, 85, 24, 54, 6] - [86, 67, 19, 65, 21] - 0
[19, 54, 1, 31, 30] - [42, 3, 13, 72, 52] - 0
[57, 53, 72, 83, 51] - [87, 47, 71, 13, 42] - 0
[45, 22, 27, 3, 89] - [69, 62, 19, 90, 21] - 0
[79, 36, 35, 7, 4] - [50, 49, 38, 37, 12] - 0
[20, 24, 41, 44, 60] - [30, 33, 69, 34, 84] - 0
[6, 76, 51, 67, 33] - [56, 11, 57, 81, 39] - 0
[57, 28, 70, 4, 71] - [73, 88, 12, 38, 19] - 0
[22, 69, 35, 51, 71] - [74, 73, 48, 25, 61] - 0
[12, 79, 16, 1, 3] - [44, 88, 30, 68, 63] - 0
[68, 36, 85, 53, 13] - [58, 28, 20, 8, 70] - 0
[31, 39, 44, 33, 87] - [84, 1, 27, 89, 49] - 0
[26, 1, 28, 15, 61] - [28, 39, 10, 4, 54] - 1
[63, 40, 20, 87, 4] - [49, 69, 87, 6, 46] - 1
[83, 81, 46, 41, 30] - [85, 90, 81, 19, 41] - 2
[61, 74, 38, 49, 75] - [37, 45, 83, 40, 33] - 0
[38, 69, 75, 87, 29] - [39, 18, 10, 83, 62] - 0
[71, 17, 82, 12, 28] - [5, 75, 24, 19, 3] - 0
[86, 67, 74, 2, 34] - [79, 5, 13, 69, 49] - 0
[7, 69, 34, 53, 63] - [36, 14, 66, 30, 84] - 0
[77, 18, 3, 82, 78] - [10, 53, 19, 15, 33] - 0
[41, 42, 75, 61, 69] - [62, 2, 7, 61, 37] - 1
[57, 73, 78, 46, 70] - [22, 65, 44, 1, 33] - 0
[23, 18, 2, 4, 11] - [67, 40, 37, 38, 45] - 0
[86, 47, 57, 36, 42] - [79, 30, 17, 41, 85] - 0
[88, 50, 33, 87, 43] - [55, 34, 51, 61, 52] - 0
[64, 14, 76, 79, 18] - [9, 74, 7, 30, 25] - 0
[50, 56, 58, 11, 44] - [76, 78, 1, 43, 39] - 0
[31, 5, 82, 37, 45] - [89, 20, 86, 12, 51] - 0
[18, 71, 9, 73, 57] - [42, 78, 48, 24, 50] - 0
[53, 4, 60, 28, 7] - [23, 24, 59, 66, 48] - 0
[48, 54, 26, 31, 89] - [37, 58, 84, 4, 39] - 0
[62, 84, 15, 10, 87] - [44, 77, 37, 15, 1] - 1
[6, 60, 75, 22, 64] - [44, 74, 37, 73, 90] - 0
[6, 39, 7, 86, 56] - [46, 42, 89, 21, 32] - 0
[42, 80, 17, 12, 30] - [35, 37, 86, 11, 85] - 0
[78, 18, 76, 41, 29] - [47, 25, 36, 2, 45] - 0
[5, 37, 18, 69, 77] - [47, 76, 25, 87, 51] - 0
[24, 79, 42, 8, 39] - [4, 64, 23, 30, 70] - 0
[56, 86, 34, 75, 48] - [38, 47, 24, 37, 52] - 0
[77, 90, 72, 48, 22] - [33, 90, 36, 87, 65] - 1
[13, 2, 28, 54, 76] - [18, 19, 74, 68, 82] - 0
[65, 34, 35, 46, 42] - [5, 39, 47, 74, 6] - 0
[17, 9, 71, 76, 23] - [70, 2, 48, 63, 33] - 0
[73, 68, 10, 56, 14] - [27, 75, 58, 46, 57] - 0
[80, 77, 43, 53, 3] - [84, 53, 72, 16, 35] - 1
[39, 1, 24, 48, 15] - [80, 20, 10, 47, 78] - 0
[11, 1, 68, 16, 31] - [30, 90, 15, 3, 84] - 0
[57, 14, 29, 69, 44] - [36, 79, 23, 70, 67] - 0
[75, 28, 89, 76, 67] - [44, 48, 90, 8, 86] - 0
[49, 17, 24, 46, 2] - [43, 18, 1, 2, 72] - 1
[25, 14, 63, 74, 77] - [82, 54, 76, 43, 44] - 0
[39, 7, 37, 76, 55] - [37, 17, 70, 89, 9] - 1
[50, 5, 1, 62, 35] - [71, 78, 6, 49, 46] - 0
[70, 72, 47, 68, 22] - [77, 41, 35, 36, 46] - 0
[43, 40, 58, 66, 23] - [4, 71, 70, 8, 35] - 0
[22, 11, 72, 49, 30] - [82, 76, 38, 67, 65] - 0
[83, 75, 86, 71, 58] - [48, 55, 59, 88, 57] - 0
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[43, 58, 19, 8, 9] - [22, 90, 27, 28, 58] - 1
[81, 19, 30, 79, 36] - [20, 83, 37, 32, 10] - 0
[2, 78, 31, 38, 72] - [21, 71, 29, 53, 33] - 0
[44, 61, 23, 7, 88] - [18, 87, 8, 90, 71] - 0
[45, 63, 67, 58, 56] - [56, 25, 17, 10, 79] - 1
[43, 60, 15, 34, 22] - [51, 81, 3, 32, 55] - 0
[21, 41, 89, 53, 12] - [21, 79, 18, 11, 15] - 1
[22, 87, 14, 25, 12] - [17, 22, 45, 26, 71] - 1
[8, 3, 66, 36, 60] - [46, 49, 80, 19, 39] - 0
[19, 54, 80, 64, 46] - [11, 46, 54, 47, 49] - 2
[67, 36, 9, 64, 50] - [49, 1, 81, 74, 37] - 0
[55, 71, 27, 36, 77] - [84, 53, 30, 13, 35] - 0
[78, 35, 2, 53, 47] - [82, 21, 31, 65, 15] - 0
[70, 37, 55, 89, 53] - [89, 59, 43, 55, 4] - 2
[60, 52, 21, 43, 10] - [75, 72, 77, 14, 17] - 0
[71, 5, 46, 38, 34] - [45, 2, 48, 25, 18] - 0
[4, 16, 53, 72, 71] - [10, 35, 72, 57, 13] - 1
[17, 29, 49, 11, 50] - [62, 70, 79, 87, 57] - 0
[56, 84, 67, 60, 14] - [84, 79, 41, 58, 24] - 1
[80, 83, 19, 33, 5] - [34, 51, 10, 65, 20] - 0
[73, 64, 37, 41, 72] - [17, 21, 15, 25, 53] - 0
[42, 1, 53, 35, 71] - [37, 35, 42, 77, 17] - 2
[18, 53, 35, 89, 86] - [56, 71, 90, 84, 34] - 0
[23, 55, 60, 47, 17] - [4, 3, 47, 77, 89] - 1
[4, 23, 27, 33, 19] - [8, 60, 3, 69, 42] - 0
[12, 15, 64, 67, 30] - [87, 90, 17, 55, 47] - 0
[49, 47, 12, 25, 66] - [65, 46, 21, 42, 9] - 0
[21, 67, 61, 55, 60] - [83, 33, 25, 48, 52] - 0
[84, 41, 88, 13, 47] - [23, 20, 55, 62, 21] - 0
[14, 16, 77, 51, 56] - [7, 40, 34, 8, 63] - 0
[58, 33, 67, 62, 46] - [64, 75, 89, 4, 84] - 0
[30, 37, 72, 66, 38] - [63, 10, 17, 11, 33] - 0
[29, 47, 7, 27, 31] - [90, 88, 25, 69, 15] - 0
[9, 29, 43, 63, 39] - [40, 9, 83, 27, 7] - 1
[16, 20, 40, 27, 37] - [4, 64, 13, 25, 23] - 0
[21, 51, 83, 89, 23] - [58, 63, 84, 14, 53] - 0
[6, 25, 82, 24, 52] - [73, 41, 65, 16, 7] - 0
[90, 86, 16, 36, 28] - [21, 70, 71, 76, 25] - 0
[57, 52, 78, 66, 7] - [5, 27, 76, 88, 51] - 0
[68, 70, 27, 77, 83] - [4, 83, 58, 54, 51] - 1
[81, 62, 71, 60, 29] - [48, 66, 35, 41, 89] - 0
[37, 23, 5, 44, 26] - [29, 39, 8, 41, 13] - 0
[21, 20, 52, 14, 71] - [32, 37, 77, 33, 59] - 0
[4, 66, 13, 46, 25] - [28, 21, 64, 13, 5] - 1
[47, 6, 61, 18, 64] - [13, 89, 77, 20, 61] - 1
[29, 85, 1, 66, 72] - [23, 8, 54, 48, 74] - 0
[67, 18, 14, 40, 85] - [23, 9, 86, 67, 65] - 1
[89, 70, 46, 61, 56] - [60, 23, 2, 31, 53] - 0
[88, 54, 36, 58, 73] - [76, 15, 34, 26, 59] - 0
[48, 71, 11, 55, 1] - [2, 17, 14, 43, 66] - 0
[5, 45, 34, 50, 69] - [32, 24, 54, 27, 87] - 0
[84, 69, 42, 74, 29] - [11, 75, 57, 86, 74] - 1
[15, 58, 12, 68, 10] - [30, 6, 46, 24, 71] - 0
[60, 28, 36, 87, 66] - [56, 25, 70, 10, 75] - 0
[26, 23, 43, 42, 56] - [38, 43, 86, 16, 74] - 1
[51, 22, 11, 66, 73] - [25, 60, 62, 23, 4] - 0
[14, 41, 26, 90, 52] - [72, 41, 34, 15, 85] - 1
[69, 20, 48, 55, 2] - [40, 56, 38, 4, 57] - 0
[69, 23, 81, 74, 89] - [17, 28, 18, 87, 66] - 0
[7, 29, 76, 14, 15] - [46, 56, 29, 74, 50] - 1
[18, 24, 23, 26, 87] - [59, 50, 73, 27, 7] - 0
[53, 14, 60, 52, 85] - [63, 44, 34, 71, 52] - 1
[53, 75, 16, 59, 18] - [4, 27, 18, 50, 56] - 1
[36, 83, 9, 89, 51] - [76, 62, 59, 40, 11] - 0
[71, 76, 49, 6, 56] - [18, 5, 3, 2, 88] - 0
[57, 41, 29, 53, 2] - [28, 9, 27, 26, 52] - 0
[8, 19, 36, 7, 75] - [64, 8, 76, 53, 31] - 1
[80, 65, 57, 42, 22] - [17, 26, 20, 51, 73] - 0
[48, 50, 21, 28, 19] - [47, 76, 83, 22, 78] - 0
[15, 81, 10, 3, 86] - [48, 38, 4, 72, 3] - 1
[21, 65, 43, 15, 87] - [27, 30, 41, 39, 14] - 0
[1, 32, 27, 12, 50] - [78, 74, 56, 77, 60] - 0
[48, 52, 35, 54, 19] - [25, 57, 35, 72, 28] - 1
[55, 37, 67, 49, 54] - [55, 7, 61, 13, 43] - 1
[13, 55, 71, 89, 5] - [2, 11, 27, 80, 46] - 0
[70, 85, 24, 56, 53] - [66, 87, 40, 84, 32] - 0
[77, 64, 6, 84, 69] - [32, 85, 52, 80, 25] - 0
[54, 76, 22, 73, 85] - [29, 8, 73, 85, 60] - 2
[70, 9, 72, 49, 68] - [79, 11, 82, 78, 46] - 0
[10, 80, 17, 69, 13] - [7, 41, 50, 47, 62] - 0
[34, 77, 11, 88, 83] - [52, 3, 35, 22, 60] - 0
[11, 62, 68, 54, 85] - [3, 90, 69, 23, 56] - 0
[40, 71, 78, 17, 90] - [12, 53, 76, 35, 69] - 0
[81, 41, 84, 64, 89] - [35, 2, 33, 27, 61] - 0
[41, 33, 36, 23, 70] - [4, 50, 82, 86, 56] - 0
[51, 84, 85, 66, 20] - [8, 83, 32, 16, 58] - 0
[38, 12, 53, 2, 86] - [56, 6, 37, 47, 65] - 0
[58, 85, 40, 35, 48] - [35, 58, 42, 20, 3] - 2
[38, 68, 69, 22, 7] - [19, 6, 68, 25, 61] - 1
[79, 86, 19, 29, 40] - [11, 76, 67, 56, 23] - 0
[51, 58, 80, 60, 2] - [42, 18, 64, 16, 27] - 0
[3, 49, 16, 89, 84] - [12, 36, 55, 63, 17] - 0
[79, 68, 33, 87, 3] - [24, 67, 84, 79, 77] - 1
[59, 63, 23, 30, 53] - [28, 54, 48, 44, 65] - 0
[34, 90, 7, 5, 77] - [4, 5, 77, 67, 88] - 2
[84, 23, 40, 15, 24] - [5, 69, 25, 77, 34] - 0
[53, 85, 38, 74, 67] - [45, 10, 28, 44, 48] - 0
[58, 48, 51, 78, 67] - [11, 74, 58, 75, 65] - 1
[56, 8, 84, 38, 9] - [63, 21, 90, 86, 59] - 0
[34, 64, 59, 49, 71] - [41, 39, 30, 48, 20] - 0
[33, 66, 43, 85, 44] - [19, 58, 48, 59, 52] - 0
[89, 3, 23, 37, 10] - [41, 6, 26, 78, 63] - 0
[76, 56, 16, 52, 33] - [19, 70, 45, 81, 15] - 0
[5, 82, 85, 42, 19] - [58, 15, 6, 2, 57] - 0
[18, 19, 17, 44, 27] - [26, 60, 59, 85, 72] - 0
[85, 86, 83, 62, 30] - [65, 57, 53, 3, 29] - 0
[18, 60, 72, 85, 29] - [37, 90, 87, 28, 40] - 0
[37, 23, 76, 89, 86] - [42, 74, 4, 15, 35] - 0
[84, 12, 69, 2, 44] - [86, 29, 84, 43, 60] - 1
[59, 11, 55, 60, 14] - [45, 65, 55, 53, 66] - 1
[34, 37, 89, 79, 73] - [44, 68, 8, 27, 63] - 0
[15, 72, 65, 74, 60] - [70, 26, 59, 33, 48] - 0
[85, 10, 87, 55, 45] - [89, 65, 12, 42, 75] - 0
[32, 8, 56, 85, 73] - [4, 29, 81, 44, 60] - 0
[29, 51, 11, 42, 88] - [20, 2, 81, 40, 64] - 0
[6, 35, 37, 11, 36] - [44, 87, 1, 83, 5] - 0
[79, 50, 3, 37, 32] - [58, 46, 59, 47, 84] - 0
[39, 46, 2, 75, 17] - [13, 34, 17, 63, 81] - 1
[46, 69, 11, 36, 22] - [89, 48, 42, 16, 90] - 0
[49, 70, 73, 16, 6] - [69, 26, 81, 19, 22] - 0
[54, 51, 42, 26, 49] - [70, 34, 2, 40, 61] - 0
[10, 8, 25, 23, 79] - [15, 79, 80, 64, 5] - 1
[63, 66, 49, 24, 85] - [26, 14, 89, 8, 67] - 0
[51, 30, 11, 7, 3] - [27, 46, 12, 13, 10] - 0
[70, 15, 17, 66, 89] - [16, 32, 82, 49, 72] - 0
[13, 78, 59, 23, 4] - [84, 56, 2, 53, 5] - 0
[21, 29, 80, 76, 83] - [37, 79, 47, 89, 20] - 0
[80, 25, 84, 49, 61] - [19, 11, 76, 53, 30] - 0
[88, 11, 13, 48, 21] - [12, 52, 69, 72, 28] - 0
[42, 9, 36, 43, 48] - [10, 33, 6, 52, 25] - 0
[35, 32, 54, 34, 90] - [23, 79, 32, 38, 26] - 1
[74, 1, 30, 46, 54] - [22, 32, 24, 15, 58] - 0
[25, 12, 78, 53, 39] - [66, 83, 72, 78, 4] - 1
[46, 8, 77, 83, 58] - [62, 33, 52, 66, 11] - 0
[23, 56, 15, 5, 38] - [57, 38, 24, 27, 46] - 1
[36, 47, 8, 19, 89] - [17, 58, 37, 5, 2] - 0
[17, 41, 45, 19, 43] - [15, 45, 69, 49, 32] - 1
[32, 28, 11, 21, 84] - [4, 76, 72, 24, 88] - 0
[29, 79, 54, 17, 62] - [38, 20, 39, 90, 17] - 1
[42, 21, 59, 82, 83] - [74, 24, 51, 17, 49] - 0
[26, 81, 38, 44, 32] - [62, 39, 41, 2, 76] - 0
[7, 63, 62, 56, 65] - [38, 70, 77, 45, 37] - 0
[81, 7, 27, 51, 46] - [11, 81, 46, 58, 72] - 2
[72, 46, 49, 85, 52] - [67, 43, 6, 23, 31] - 0
[22, 57, 18, 69, 53] - [18, 90, 40, 69, 3] - 2
[2, 19, 69, 59, 14] - [41, 24, 55, 40, 72] - 0
[23, 13, 62, 50, 56] - [65, 81, 88, 23, 5] - 1
[16, 50, 79, 27, 48] - [53, 47, 67, 24, 79] - 1
[2, 26, 33, 40, 47] - [69, 59, 19, 8, 25] - 0
[81, 30, 15, 80, 12] - [23, 44, 1, 60, 83] - 0
[69, 62, 45, 70, 43] - [86, 21, 53, 51, 57] - 0
[19, 85, 16, 39, 42] - [30, 23, 81, 79, 21] - 0
Affinità: 0.319
Seed: 192 sulla ruota di Venezia
Casi vincenti: 813 su 2806
Ambate: 735
Ambi: 74
Terni: 4
Quaterne: 0