{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 定义一个列表，列表虽然可以存不同类型，一般我们把相同类型的值存列表里面，不同类型存字典里（key，value）\n",
    "infos_list=[\"C#\",\"JavaScript\"]#定一个空列表 list=[]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C#\n",
      "JavaScript\n"
     ]
    }
   ],
   "source": [
    "# for遍历\n",
    "for item in infos_list:\n",
    "    print(item)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C#\n",
      "JavaScript\n"
     ]
    }
   ],
   "source": [
    "# while遍历\n",
    "i=0\n",
    "while i<len(infos_list):\n",
    "    print(infos_list[i])\n",
    "    i+=1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "######################## list添加系列 ##################################"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['C#', 'JavaScript', 'Java']\n"
     ]
    }
   ],
   "source": [
    "# 添加~末尾追加\n",
    "infos_list.append(\"Java\")\n",
    "print(infos_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Python', 'C#', 'JavaScript', 'Java']\n",
      "[['test1', 'test2'], 'Python', 'C#', 'JavaScript', 'Java']\n"
     ]
    }
   ],
   "source": [
    "# 添加～指定位置插入\n",
    "infos_list.insert(0,\"Python\")\n",
    "print(infos_list)\n",
    "\n",
    "# 列表嵌套（后面会有扩展）\n",
    "temp_list=[\"test1\",\"test2\"]\n",
    "infos_list.insert(0,temp_list)\n",
    "print(infos_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['test1', 'test2'], 'Python', 'C#', 'JavaScript', 'Java']"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "infos_list #查看下现在列表是什么"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[['test1', 'test2'], 'Python', 'C#', 'JavaScript', 'Java', '张三', 21]\n"
     ]
    }
   ],
   "source": [
    "# 添加一个列表\n",
    "infos_list2=[\"张三\",21]#python里面的列表类似于List<object>\n",
    "infos_list.extend(infos_list2)\n",
    "print(infos_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on built-in function extend:\n",
      "\n",
      "extend(...) method of builtins.list instance\n",
      "    L.extend(iterable) -> None -- extend list by appending elements from the iterable\n",
      "\n"
     ]
    }
   ],
   "source": [
    "#可以查看etend方法描述\n",
    "help(infos_list.extend)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "######################## list删除系列 ##################################"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "21"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 删除\n",
    "# pop()删除最后一个元素，返回删掉的元素\n",
    "infos_list.pop()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['test1', 'test2'], 'Python', 'C#', 'JavaScript', 'Java', '张三']"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "infos_list #查看一下列表"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['test1', 'test2']"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 删除\n",
    "# pop(index) 删除指定下标元素，返回删掉的元素\n",
    "infos_list.pop(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Python', 'C#', 'JavaScript', 'Java', '张三']"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "infos_list #查看一下列表"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "ename": "IndexError",
     "evalue": "pop index out of range",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-15-7b0462598430>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0minfos_list\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m#索引不存在就报错\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mIndexError\u001b[0m: pop index out of range"
     ]
    }
   ],
   "source": [
    "infos_list.pop(10) #索引不存在就报错"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Python', 'C#', 'JavaScript', 'Java']\n"
     ]
    }
   ],
   "source": [
    "# remove(\"\")删除指定元素\n",
    "infos_list.remove(\"张三\") #没有返回值\n",
    "print(infos_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "list.remove(x): x not in list",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-17-924368be629f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0minfos_list\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"dnt\"\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m#不存在就报错\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m: list.remove(x): x not in list"
     ]
    }
   ],
   "source": [
    "infos_list.remove(\"dnt\") #不存在就报错"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Python', 'JavaScript', 'Java']\n"
     ]
    }
   ],
   "source": [
    "# del xxx[index] 删除指定下标元素\n",
    "del infos_list[1] #没有返回值\n",
    "print(infos_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "ename": "IndexError",
     "evalue": "list assignment index out of range",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-19-b6366d96a6e9>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mdel\u001b[0m \u001b[0minfos_list\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;31m#不存在就报错\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mIndexError\u001b[0m: list assignment index out of range"
     ]
    }
   ],
   "source": [
    "del infos_list[10] #不存在就报错"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "del infos_list #删除集合（集合再访问就不存在了）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'infos_list' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-21-97a6c19768d6>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0minfos_list\u001b[0m \u001b[0;31m#集合再访问就不存在了\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m: name 'infos_list' is not defined"
     ]
    }
   ],
   "source": [
    "infos_list #集合再访问就不存在了"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "######################## list修改系列 ##################################"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['张三', 21]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 修改 xxx[index]=xx\n",
    "# 注意：一般不推荐在for循环里面修改\n",
    "infos_list2 #查看list2列表"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['张三', 'PHP']\n"
     ]
    }
   ],
   "source": [
    "infos_list2[1]=\"PHP\" #只有下标修改一种方式\n",
    "print(infos_list2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "ename": "IndexError",
     "evalue": "list assignment index out of range",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-24-ecf5fb72864d>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0minfos_list2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"GO\"\u001b[0m \u001b[0;31m#不存在则异常\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mIndexError\u001b[0m: list assignment index out of range"
     ]
    }
   ],
   "source": [
    "infos_list2[3]=\"GO\" #不存在则异常"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['GO', 'PHP']\n"
     ]
    }
   ],
   "source": [
    "# 想按值修改需要先查下标再修改\n",
    "infos_list2.index(\"张三\")\n",
    "infos_list2[0]=\"GO\"\n",
    "print(infos_list2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "'dnt' is not in list",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-26-6c57bb050f66>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0minfos_list2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"dnt\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;31m#不存在则异常\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m: 'dnt' is not in list"
     ]
    }
   ],
   "source": [
    "infos_list2.index(\"dnt\")#不存在则异常"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 知识面拓展： https://www.zhihu.com/question/49098374\n",
    "# 为什么python中不建议在for循环中修改列表？\n",
    "# 由于在遍历的过程中，删除了其中一个元素，导致后面的元素整体前移，导致有个元素成了漏网之鱼。\n",
    "# 同样的，在遍历过程中，使用插入操作，也会导致类似的错误。这也就是问题里说的无法“跟踪”元素。\n",
    "# 如果使用while，则可以在面对这样情况的时候灵活应对。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "######################## list查询系列 ##################################"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 查询 in, not in, index, count\n",
    "# for扩展：https://www.cnblogs.com/dotnetcrazy/p/9102030.html#forelse\n",
    "names_list=[\"张三\",\"李四\",\"王二麻子\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['李四', '王二麻子']\n"
     ]
    }
   ],
   "source": [
    "#张三在列表中执行操作\n",
    "if \"张三\" in names_list:\n",
    "    names_list.remove(\"张三\")\n",
    "print(names_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['李四', '王二麻子', '大舅子']\n"
     ]
    }
   ],
   "source": [
    "#查看\"大舅子\"不在列表中执行操作\n",
    "if \"大舅子\" not in names_list:\n",
    "    names_list.append(\"大舅子\")\n",
    "print(names_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n"
     ]
    }
   ],
   "source": [
    "#查询王二麻子的索引\n",
    "print(names_list.index(\"王二麻子\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n",
      "0\n"
     ]
    }
   ],
   "source": [
    "# 统计\n",
    "print(names_list.count(\"大舅子\")) \n",
    "print(names_list.count(\"逆天\")) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "######################## list排序系列 ##################################"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 排序(sort, reverse 逆置)\n",
    "num_list=[1,3,5,88,7]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[7, 88, 5, 3, 1]\n"
     ]
    }
   ],
   "source": [
    "#倒序\n",
    "num_list.reverse()\n",
    "print(num_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1, 3, 5, 7, 88]\n"
     ]
    }
   ],
   "source": [
    "# 从小到大排序\n",
    "num_list.sort()\n",
    "print(num_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[88, 7, 5, 3, 1]\n"
     ]
    }
   ],
   "source": [
    "# 从大到小\n",
    "num_list.sort(reverse=True)\n",
    "print(num_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "######################## list扩展系列 ##################################"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[88, 7, 5, 3, 1, [33, 44, 22]]\n"
     ]
    }
   ],
   "source": [
    "# #列表嵌套(列表也是可以嵌套的)\n",
    "num_list2=[33,44,22]\n",
    "num_list.append(num_list2)\n",
    "print(num_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[33, 44, 22]\n",
      "44\n"
     ]
    }
   ],
   "source": [
    "# 输出\n",
    "print(num_list[5])\n",
    "print(num_list[5][1]) #嵌套列表获取值的方式"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "None\n"
     ]
    }
   ],
   "source": [
    "# 引入Null==>None\n",
    "a=[1,2,3,4]\n",
    "b=[5,6]\n",
    "a=a.append(b)#a.append(b)没有返回值\n",
    "print(a)#None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0, 1, 2, 3, 4]\n"
     ]
    }
   ],
   "source": [
    "# range扩展～创建一个整数列表\n",
    "# range(5)生成的序列是从0开始小于5的整数～[0,5)\n",
    "range_list=list(range(5))\n",
    "print(range_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1, 2, 3, 4]\n"
     ]
    }
   ],
   "source": [
    "# range(1,5)生成的序列是从1开始小于5的整数～[1,5)\n",
    "range_list=list(range(1,5))\n",
    "print(range_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "###################### List切片系列 ##############################"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100]\n"
     ]
    }
   ],
   "source": [
    "# 列表的切片操作很有用，主要跟数据相关，实际应用中和dict（后面会讲）联合使用\n",
    "# python切片语法：[start_index:end_index:step] （end_index取不到）\n",
    "top100=list(range(1,101)) #[1,101) => 1~100\n",
    "print(top100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 取前10个元素\n",
    "top100[:10] #等价于：top100[0:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[91, 92, 93, 94, 95, 96, 97, 98, 99, 100]"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 取最后10个元素\n",
    "top100[-10:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[11, 12, 13, 14, 15, 16, 17, 18, 19, 20]"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 前11~20（eg：第二页）\n",
    "top100[10:20]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[81, 82, 83, 84, 85, 86, 87, 88, 89, 90]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 取80~90（eg:倒数第二页）\n",
    "top100[-20:-10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[1, 3, 5, 7, 9, 11, 13, 15, 17, 19]"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 前20个数，每两个取一个（eg:隔行换样式）\n",
    "top100[:20:2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[1, 11, 21, 31, 41, 51, 61, 71, 81, 91]"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 所有数每10个取一个（eg:test的时候十里挑一）\n",
    "top100[::10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1, 2)"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 补充概念，str和tuple 也可以用切片操作哦～str上次说了，这次说下Tuple\n",
    "# 取前两个 返回元组\n",
    "(1,2,3,4,5)[:2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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