{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 6.2 列表"
]
},
{
"attachments": {
"6a273d30-82b8-45ee-ad5e-9ddcdbc79297.jpg": {
"image/jpeg": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"列表(list)是组合数据类型之一,为<font color=Red>__可变数据类型__</font>。用一对方括号“<font color=Red>__[]__</font>”括起来的一组数据,数据项之间用逗号“,”隔开。\n",
"\n",
"列表中的每个数据项称为一个元素,元素的数据类型无限制,各元素类型可以相同,也可以不同,甚至可以将列表或元组作为列表的元素。"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[1, 2, 3, 4, 5]\n",
"['湖北', '河北', '山东', '山西']\n",
"['Susan', 'Female', 19, [85, 74, 99, 89, 92]]\n"
]
}
],
"source": [
"lsa = [1, 2, 3, 4, 5]\n",
"lsb = ['湖北', '河北', '山东', '山西']\n",
"lsc = ['Susan', 'Female', 19, [85, 74, 99, 89, 92]]\n",
"print(lsa, lsb, lsc, sep = '\\n')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"上面的三个列表中,lsa中有5个整型数据,lsb中有4个字符串型数据,lsc中有4个元素,其中包括2个字符串型数据、1个整型数据和1个列表。"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.5"
}
},
"nbformat": 4,
"nbformat_minor": 4
}