Python Pandas - 根據索引在列中選取具體值來建立子集
要建立子集,請根據索引從列中選擇特定值,使用iloc()方法。我們首先匯入pandas庫
import pandas as pd
使用產品記錄建立Pandas DataFrame。其中有3列
dataFrame = pd.DataFrame({"Product": ["SmartTV", "ChromeCast", "Speaker", "Earphone"],
"Opening_Stock": [300, 700, 1200, 1500],"Closing_Stock": [200, 500, 1000, 900]})使用iloc()建立子集,其中包含2列和前2行
print"\nDisplaying a subset using iloc() = \n",dataFrame.iloc[0:2, 0:2]
示例
以下為完整程式碼
import pandas as pd
dataFrame = pd.DataFrame({"Product": ["SmartTV", "ChromeCast", "Speaker", "Earphone"],
"Opening_Stock": [300, 700, 1200, 1500],"Closing_Stock": [200, 500, 1000, 900]})
print"DataFrame...\n",dataFrame
print"\nDisplaying a subset:\n",dataFrame['Product']
# creating a subset with 2 columns and 1st 2 rows using iloc()
print"\nDisplaying a subset using iloc() = \n",dataFrame.iloc[0:2, 0:2]輸出
這將產生以下輸出
DataFrame... Closing_Stock Opening_Stock Product 0 200 300 SmartTV 1 500 700 ChromeCast 2 1000 1200 Speaker 3 900 1500 Earphone Displaying a subset: 0 SmartTV 1 ChromeCast 2 Speaker 3 Earphone Name: Product, dtype: object Displaying a subset using iloc() = Closing_Stock Opening_Stock 0 200 300 1 500 700
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