I am trying to split an array into three new arrays using inequalities.
This will give you an idea of what I am trying to achieve:
measurement = [1, 5, 10, 13, 40, 43, 60]
for x in measurement:
if 0 < x < 6:
small = measurement
elif 6 < x < 15:
medium = measurement
else
large = measurement
Intended Output:
small = [1, 5]
medium = [10, 13]
large = [40, 43, 60]
You can use numpy:
arr = np.array(measurement)
small = arr[(arr>0)&(arr<6)] # array([1, 5])
medium = arr[(arr>6)&(arr<15)] # array([10, 13])
large = arr[(arr>15)] # array([40, 43, 60])
You can also use dictionary:
d = {'small':[], 'medium':[], 'large':[]}
for x in measurement:
if 0 < x < 6:
d['small'].append(x)
elif 6 < x < 15:
d['medium'].append(x)
else:
d['large'].append(x)
Output:
{'small': [1, 5], 'medium': [10, 13], 'large': [40, 43, 60]}