Chapter4 リスト

4.4

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
sns.set_theme(font=["Meiryo"])

import pandas as pd

data = {
    "A案" : [1,10,1,10,1,10,1,10],
    "B案" : [5,5,5,5,6,6,6,6],
    "C案" : [1,2,3,4,7,8,9,10]
}
df = pd.DataFrame(data)
df

4.7

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
sns.set_theme(font=["Meiryo"])

data = {
    "名前" :  ["A太","B介","C子"],
    "国語" : [60,80,100],
    "数学" : [65,85,100],
    "英語" : [66,88,100]
}
df = pd.DataFrame(data)
df

4.12

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
sns.set_theme(font=["Meiryo"])

data = {
    "月" :  [1,2,3,4,5,6,7,8,9,10,11,12],
    "東京" : [5.6, 7.2, 10.6, 13.6, 20.0, 21.8, 24.1, 28.4, 25.1, 19.4, 13.1, 8.5],
    "那覇" : [18.1, 20.0, 19.9, 22.3, 24.2, 26.5, 28.9, 29.2, 28.0, 26.0, 23.1, 20.0],
    "札幌" : [-3.0, -2.6, 2.5, 8.0, 15.7, 17.4, 21.7, 22.5, 19.3, 13.3, 3.9, -0.8]
}
df = pd.DataFrame(data)
df.head()

4.16

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
sns.set_theme(font=["Meiryo"])

data = {
    "クッキー" : [35,47,18],
    "ケーキ" : [62,26,12]
}
idx = ["好き","普通", "嫌い"]
df = pd.DataFrame(data, index=idx)
df

4.20

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
sns.set_theme(font=["Meiryo"])

data = {
    "Aクラス" :[163.6, 172.6, 163.7, 167.1, 169.9, 173.9, 170.1, 166.2, 176.7, 165.4],
    "Bクラス" :[166.9, 172.7, 166.4, 173.4, 169.6, 171.8, 166.9, 168.2, 166.7, 169.8]
}
df = pd.DataFrame(data)
df.head()

4.23

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
sns.set(font=["Meiryo"])

data = {
    "身長" :[163.6, 172.6, 163.7, 169.9, 173.9, 166.2, 176.7, 165.4],
    "体重" :[50.5, 63.3, 48.5, 59.8, 69.8, 53.7, 70.3, 51.2]
}
df = pd.DataFrame(data)
df.head()