Boolean Operators

Intermediate Python

Hugo Bowne-Anderson

Data Scientist at DataCamp

and

True and True

True

x = 12

x > 5 and x < 15
# True     True

True

False and True

False

True and False

False

False and False

False

True or True

True

False or True

True

True or False

True

False or False

False

y = 5

y < 7 or y > 13

True

not True

False

not False

True

bmi     # calculation of bmi left out

array([21.852, 20.975, 21.75 , 24.747, 21.441])

bmi > 21

array([True, False, True, True, True], dtype=bool)

bmi < 22

array([True, True, True, False, True], dtype=bool)

bmi > 21 and bmi < 22

ValueError: The truth value of an array with more than one element is 
ambiguous. Use a.any() or a.all()

np.logical_and(bmi > 21, bmi < 22)

array([True, False, True, False, True], dtype=bool)

bmi[np.logical_and(bmi > 21, bmi < 22)]

array([21.852, 21.75, 21.441])

Intermediate Python