def correlation(data, data1):
try:
z1 = z_score(data)
z2 = z_score(data1)
z1_z2 = list(map(lambda x, y: x * y, z1, z2))
corr = sum(z1_z2) / len(z1_z2)
return round(corr, 7)
except ZeroDivisionError:
print("Error: Enter values greater than 0")
except ValueError:
print("Error: insert the correct data type")
def p_value(data):
data = []
n = len(data)
score = z_score()
for index in n:
if n == score:
data.append(index)
return index
def z_score(self, data):
self.result = z_score(data)
return self.result
def pvalue(num):
return z_score(num)
def z_score(self):
self.result = z_score(self.data)
return self.result
def z_score(self, x, u, s):
self.result = z_score(x, u, s)
return self.result