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order,name,height(cm) | ||
1,George Washington,189 | ||
2,John Adams,170 | ||
3,Thomas Jefferson,189 | ||
4,James Madison,163 | ||
5,James Monroe,183 | ||
6,John Quincy Adams,171 | ||
7,Andrew Jackson,185 | ||
8,Martin Van Buren,168 | ||
9,William Henry Harrison,173 | ||
10,John Tyler,183 | ||
11,James K. Polk,173 | ||
12,Zachary Taylor,173 | ||
13,Millard Fillmore,175 | ||
14,Franklin Pierce,178 | ||
15,James Buchanan,183 | ||
16,Abraham Lincoln,193 | ||
17,Andrew Johnson,178 | ||
18,Ulysses S. Grant,173 | ||
19,Rutherford B. Hayes,174 | ||
20,James A. Garfield,183 | ||
21,Chester A. Arthur,183 | ||
23,Benjamin Harrison,168 | ||
25,William McKinley,170 | ||
26,Theodore Roosevelt,178 | ||
27,William Howard Taft,182 | ||
28,Woodrow Wilson,180 | ||
29,Warren G. Harding,183 | ||
30,Calvin Coolidge,178 | ||
31,Herbert Hoover,182 | ||
32,Franklin D. Roosevelt,188 | ||
33,Harry S. Truman,175 | ||
34,Dwight D. Eisenhower,179 | ||
35,John F. Kennedy,183 | ||
36,Lyndon B. Johnson,193 | ||
37,Richard Nixon,182 | ||
38,Gerald Ford,183 | ||
39,Jimmy Carter,177 | ||
40,Ronald Reagan,185 | ||
41,George H. W. Bush,188 | ||
42,Bill Clinton,188 | ||
43,George W. Bush,182 | ||
44,Barack Obama,185 |
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import pandas as pd | ||
import numpy as np | ||
import matplotlib.pyplot as plt | ||
import seaborn as sns | ||
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data = pd.read_csv("AlturaPresidente.csv") | ||
print(data.head()) | ||
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print(" " * 80) | ||
print("X" * 80) | ||
print(" " * 80) | ||
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height = np.array(data["height(cm)"]) | ||
print(height) | ||
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print(" " * 80) | ||
print("X" * 80) | ||
print(" " * 80) | ||
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print("Mean of heights =", height.mean()) | ||
print("Standard Deviation of height =", height.std()) | ||
print("Minimum height =", height.min()) | ||
print("Maximum height =", height.max()) | ||
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print(" " * 80) | ||
print("X" * 80) | ||
print(" " * 80) | ||
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print("25th percentile =", np.percentile(height, 25)) | ||
print("Median =", np.median(height)) | ||
print("75th percentile =", np.percentile(height, 75)) | ||
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print(" " * 80) | ||
print("X" * 80) | ||
print(" " * 80) | ||
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sns.set() | ||
plt.hist(height) | ||
plt.title("Height Distribution of Presidents of USA") | ||
plt.xlabel("height(cm)") | ||
plt.ylabel("Number") | ||
plt.show() |