Загрузка данных
x=[0.38,1.33,0.65,"NA",0.2,1.7,-0.55,-0.42,0.84,-0.57,-1.2,1.36,-1.52,0.47,-0.89,-0.46,-0.75,-0.81,-0.26,2.01,-0.21,-1.22,-0.36,-0.23,-0.95,0.32,0.02,0.12,-1.32,-1.7,-0.87,-0.5,-1.01,-0.6,-0.32,1.03,-0.51,0.09,-0.6,-1.2,1.58,0.79,1.16,-0.7,-0.2,-0.92,2.4,1.19,-0.51,0.35,-0.02,1.6,0.72,0.13,0.71,0.56,1.12,0.13,0.44,0.21,0.96,-0.6,"root",0.27,0.38,-0.59,0.36,0.38,-0.01,1.29,-0.69,-0.6,1.01,-0.59,-0.6,0.18,1.18,0.51,0.86,-0.21,1.3,-0.39,1.18,-0.39,2.4,-0.73,0.15,0.33,0.86,0.22,-0.95,1.56,0.95,0.49,-0.27,-0.18,-0.48,0.87,-0.44,0.4,0.84,-0.06,-0.75,-1.13,0.09,0.52,0.08,-0.7,0.05,-0.63,0.89,-1.31,-0.32,-0.24,1.69,2.21,0.35,-0.12,-0.02,-0.38,-0.26,1.94,0.98,0.32,0.97,0.79,0.54,1.46,0.91,1.63,0.81,1.04,0.11,-0.05,0.79,0.59,-0.71,1.15,0.84,0.3,-0.15,0.6,-0.04,-1.44,-0.54,"five",0.15,-0.66,0.01,-0.2,0.19,0.51,0.78,-0.37,0.22,-1.23,0.04,-0.58,-0.4,1.54,0.12,0.52,1.14,-0.24,0.25,-0.47,0.11,0.44,"NA",-1.09,0.75,-0.5,-0.22,0.15,0.12,0.02,0.04,-1.16,1.28,0.63,-0.15,0.75,0.73,-0.41,"eight",0.78,0.31,-1.1,-1.93,-0.41,-0.04,"gamma",-1.31,-0.93,0.66,1.04,0.58,0.51,0.27,-1.19,-0.72,1.68,0.27,1.03,-0.61,-0.12,0.66,0.78,-0.55,0.46,1.5,1.49,-0.86,0.01,-0.05,0.38,-1.33,"equal",0.91,1.42,-1.32,-1.78,0.87,-0.56,0.26,-0.96,0.59,-0.09,1.3,0.2,-0.53,-0.84,0.77,1.12,0.34,0.29,-0.29,0.32,0.18,0.1,-1.44,-1.57,1.73,-0.65,-0.15,1.21,1.08,1.04,"hypothesis",-0.12,0.78,0.01,-1.67,0.38,-0.65,0.19,1.31,0.3,0.72,1.95,0.38,-1.6,-0.36,0.33,0.6,-0.57,0.54,-1.04,-0.44,-0.01,0.61,-1.4,-1.23,-1.32,"nine",-1.01,0.63,0.33,1.17,0.81,0.69,-0.52,0.59,0.81,0.35,-0.12,-0.87,0.54,0.32,-0.83,-0.42,"ten",0.32,0.45,0.23,0.55,0.1,-0.18,1.31,0.47,1.16,0.58,0.61,-0.8,-2.22,-1.04,0.22,0.22,0.3,-0.08,-0.7,-0.25,-0.18,-0.15,1.18,"list",0.46,0.93,-0.2,0.62,-0.33,-0.51,0.9,0.25,0.82,-0.35,-1.85,-0.14,2.3,1.52,-0.1,0.32,0.05,0.85,-0.15,0.28,0.43,0.92,-1.47,0.3,-0.18,0.79,0.37,0.33,0.52,1.73,-0.64,0.74,-0.46,-0.39,-0.11,0.75,-1.46,-0.62,-0.49,-0.4,-0.36,-1.35,-0.42,0.97,3.11,-0.62,1.1,0.75,-0.52,-0.28,-1.43,1.36,-0.1,0.99,-1.82,0.58,-0.53,0.27,-0.08,0.09,0.15,0.48,0.33,-0.19,-0.38,2.08,0.58,-1.62,-0.73,-1.28,-0.86,0.46,-0.78,0.71,-0.02,-1.36,-0.52,1.32,-0.32,1.49,-0.37,-1.79,0.18,1.4,0.3,-1.41,-0.19,-0.71,1.35,0.33,-0.05,0.01,-1.14,-0.77,1.62,0.32,-0.99,-0.94,-0.52,0.85,-0.02,0.02,0.1,1.1,-1.05,1.17,0.11,0.39,-0.15,-0.44,-0.82,0.24,0.23,-0.66,-0.76,-0.67,-1.1,0.28,1.22,"NA",-0.38,-0.3,-1.07,-0.82,0.62,1.12,0.38,-0.14,0.41,-0.08,-0.18,0.17,0.7,-1.13,0.08,-0.31,0.04,0.77,1.44,0.75,0.31,0.87,-0.31,1.01,0.12,-0.69,0.76,0.02,0.15,0.01,0.83,0.96,-0.43,-1.54,0.12,1.16,0.82,1.45,-0.72,1.08,1.34,0.62,"level",0.04,-0.06,0.84,0.34,0.5,0.23,-0.03,-0.14,0.26,-1.03,-0.33,-0.63,0.63,-1.33,-2.22,0.81,0.96,-0.6,-0.77,0.14,-1.58,1.43,1.08,0.97,-0.53,-0.58,1.38,-0.96,0.11,0.28,-0.12,1.01,0.73,1.05,0.6,0.61,0.57,0.1,-0.49,-0.49,-0.26,-0.15,0.51,-0.28,-0.82,-0.47,1.32,0.14,0.97,0.45,"less",-1.05,-0.06,-0.86,1.57,0.33,0.66,-0.29,0.3,0.34,0.67,-0.51,-1.15,-0.05,0.66,0.87,1.86,-0.22,0.86,-0.52,0.64,-0.03,0.27,0.68,0.8,1.5,0.94,-1.5,0.83,-0.19,0.8,-0.02,-0.09,0.94,-0.91,0.16,0.28,-0.89,0.41,"NA",1.19,-1.29,-1.03,-1.32,1.39,0.3,-0.72,0.39,0.04,0.59,-0.06,1.12,-2.19,0.83,0.15,0.95,-1.62,-1.13,-0.81,1.5,0.76,-1.15,-0.95,-0.22,-0.36,-0.15,1.47,2.14,-0.29,0.17,0.89,-0.3,0.72,0.79,-0.18,-1.56,0.15,-0.37,0.35,-1.23,-0.49,-0.56,-1.11,0.23,1.68,0.74,-0.58,-0.48,1.06,0.34,0.21,1.14,-0.81,1.18,-0.69,1.1,1.52,-0.26,-0.72,-0.66,0.93,-1.7,-1.17,-0.37,0.36,-0.79,0.42,0.05,0.24,0.6,-0.87,0.66,1.52,-0.26,-0.54,0.59,0.11]
y=[]
for i in x:
if type(i) in (int,float):
y.append(float(i))
n0=len(x)
bad=n0-len(y)
n=len(y)
y.sort()
mn=y[0]
if n%2==1:
med=y[n//2]
else:
med=(y[n//2-1]+y[n//2])/2
def q(p):
k=(n-1)*p
i=int(k)
d=k-i
if i+1<n:
return y[i]*(1-d)+y[i+1]*d
return y[i]
q1=q(0.25)
q56=q(0.56)
m=sum(y)/n
s2=sum((i-m)*(i-m) for i in y)/(n-1)
m2=sum((i-m)**2 for i in y)/n
m3=sum((i-m)**3 for i in y)/n
m4=sum((i-m)**4 for i in y)/n
g1=(n*((n-1)**0.5)/(n-2))*(m3/(m2**1.5))
g2=((n-1)/((n-2)*(n-3)))*((n+1)*(m4/(m2*m2))-3*(n-1))
print(n0)
print(bad)
print(n)
print(mn)
print(med)
print(q1)
print(q56)
print(s2)
print(g2)
print(g1)