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40 changes: 7 additions & 33 deletions quartiles/script.py
Original file line number Diff line number Diff line change
@@ -1,38 +1,12 @@
import codecademylib3_seaborn
from song_data import songs
import matplotlib.pyplot as plt
import numpy as np

q1 = np.quantile(songs, 0.25)
q2 = np.quantile(songs, 0.5)
q3 = np.quantile(songs, 0.75)
# Define twenty_third_percentile here:
twenty_third_percentile = np.quantile(songs, 0.23)

plt.subplot(3,1,1)
plt.hist(songs, bins = 200)
plt.axvline(x=q1, c = 'r')
plt.axvline(x=q2, c = 'r')
plt.axvline(x=q3, c = 'r')
plt.xlabel("Song Length (Seconds)")
plt.ylabel("Count")
plt.title("4-Quantiles")
#Ignore the code below here:
try:
print("The value that splits 23% of the data is " + str(twenty_third_percentile) + "\n")
except NameError:
print("You haven't defined twenty_third_percentile.")

plt.subplot(3,1,2)
plt.hist(songs, bins = 200)
plt.axvline(x=np.quantile(songs, 0.2), c = 'r')
plt.axvline(x=np.quantile(songs, 0.4), c = 'r')
plt.axvline(x=np.quantile(songs, 0.6), c = 'r')
plt.axvline(x=np.quantile(songs, 0.8), c = 'r')
plt.xlabel("Song Length (Seconds)")
plt.ylabel("Count")
plt.title("5-Quantiles")

plt.subplot(3,1,3)
plt.hist(songs, bins = 200)
for i in range(1, 10):
plt.axvline(x=np.quantile(songs, i/10), c = 'r')
plt.xlabel("Song Length (Seconds)")
plt.ylabel("Count")
plt.title("10-Quantiles")

plt.tight_layout()
plt.show()