Hordhac ku saabsan Garaafyada Violin

Garaafyada violin waa hab wanaagsan oo lagu muujiyo qaybinta xogta tiro badan. Waxay la mid yihiin garaafyada sanduuqa, laakiin waxay sidoo kale muujiyaan cufnaanta u dhaxeysa xogta.

Maxaad u isticmaali lahayd Garaaf Violin?

• Si aad u aragto qaabka xogta.
• Si aad u barbar dhigto qaybinta xogta ee kooxaha kala duwan.
• Si aad u ogaato qiimaha xad dhaafka ah.

Sida loo abuuro Garaaf Violin

Si aad u abuurto garaaf violin adoo isticmaalaya Matplotlib, waxaad isticmaali kartaa shaqada violinplot().

import matplotlib.pyplot as plt
import numpy as np

# Abuur xog
data = np.random.normal(100, 20, 200)

plt.violinplot(data)
plt.title('Garaafka Violin')
plt.ylabel('Qiimaha')
plt.show()

Sharaxaada koodhka:

• Waxaan soo dejineynaa maktabadaha matplotlib.pyplot iyo numpy.
• Waxaan abuureynaa xog aan isticmaaleyno numpy.random.normal().
• Waxaan u wacnaa plt.violinplot() si aan u abuurno garaafka violin, waxaan siinaa xogta.
• Waxaan ku darnaa cinwaan iyo calaamado dhidibada.
• Ugu dambeyntii, waxaan isticmaaleynaa plt.show() si aan u muujino garaafka.

Habeynta Garaafyada Violin

Waxaad habeyn kartaa muuqaalka garaafyada violin adiga oo isticmaalaya doorsoomayaal kala duwan. Tusaale ahaan:

import matplotlib.pyplot as plt
import numpy as np

# Abuur xog
data = [np.random.normal(0, std, 100) for std in range(1, 4)]

plt.violinplot(data, showmeans=True, showmedians=True)
plt.title('Garaafka Violin ee la habeeyay')
plt.ylabel('Qiimaha')
plt.xticks([1, 2, 3], ['Koox 1', 'Koox 2', 'Koox 3'])
plt.show()

Sharaxaada koodhka:

• showmeans=True: Waxay muujineysaa celceliska garaafka.
• showmedians=True: Waxay muujineysaa dhexdhexaadka garaafka.
• xticks: Waxay dejineysaa calaamadaha dhidibka x.