New

1.1.1.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "__通过观察、测量等工作，林地里的鸟类活动数据，如鸟的种类、数量、行为等，被定期记录下来。这些描述鸟类活动的数据，有数值、文本、图形、图像等形式。为了更好ode存储、处理这些野外采集来的数据，科学家将他们录入计算机中，如表所示。__"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "* __运行下个单元的代码试试看！__"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>鸟的种类</th>\n",
+       "      <th>数量（只）</th>\n",
+       "      <th>栖息取食基层</th>\n",
+       "      <th>行为</th>\n",
+       "      <th>树牌号</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>灰眶雀鹛</td>\n",
+       "      <td>5</td>\n",
+       "      <td>灌丛</td>\n",
+       "      <td>鸣叫</td>\n",
+       "      <td>2130198</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>灰眶雀鹛</td>\n",
+       "      <td>6</td>\n",
+       "      <td>灌丛</td>\n",
+       "      <td>鸣叫</td>\n",
+       "      <td>2130123</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>白头鹎</td>\n",
+       "      <td>5</td>\n",
+       "      <td>冠中上</td>\n",
+       "      <td>鸣叫</td>\n",
+       "      <td>4080059</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>黄眉柳莺</td>\n",
+       "      <td>2</td>\n",
+       "      <td>冠中上</td>\n",
+       "      <td>觅食</td>\n",
+       "      <td>3080061</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>黑鹎</td>\n",
+       "      <td>9</td>\n",
+       "      <td>冠上</td>\n",
+       "      <td>飞行</td>\n",
+       "      <td>5060137</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>黄眉柳莺</td>\n",
+       "      <td>1</td>\n",
+       "      <td>冠中下</td>\n",
+       "      <td>跳跃</td>\n",
+       "      <td>1090013</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>红头长尾山雀</td>\n",
+       "      <td>20</td>\n",
+       "      <td>整个冠层</td>\n",
+       "      <td>觅食，啄树干</td>\n",
+       "      <td>2100030</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     鸟的种类  数量（只） 栖息取食基层      行为      树牌号\n",
+       "0    灰眶雀鹛      5     灌丛      鸣叫  2130198\n",
+       "1    灰眶雀鹛      6     灌丛      鸣叫  2130123\n",
+       "2     白头鹎      5    冠中上      鸣叫  4080059\n",
+       "3    黄眉柳莺      2    冠中上      觅食  3080061\n",
+       "4      黑鹎      9     冠上      飞行  5060137\n",
+       "5    黄眉柳莺      1    冠中下      跳跃  1090013\n",
+       "6  红头长尾山雀     20   整个冠层  觅食，啄树干  2100030"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "data = pd.read_csv(\"data_1.csv\")\n",
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

1.1.3.ipynb

@@ -0,0 +1,46 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "__如下图所示的是2010年9月10日晚上某国东北部数百万只鸟的迁徙轨迹，(圆圈表示鸟的密度，颜色表示雷达的回波强度，箭头所指的是鸟的迁徙方向，箭头的长度表示鸟的飞行速度)。__"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![p](picx.png)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

1.2.1.ipynb

@@ -0,0 +1,83 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "生活中编码无处不在，如身份证号、银行卡号、邮政编 码、学籍号、车牌号及条形码、二维码等，都是按照一定的规则产生的编码。"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "__下面的代码定义了十进制转化为二进制的功能，动手验证一下吧！__"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "请输入一个数字: 9\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'1001'"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "def my_bin(num):\n",
+    "    la = []\n",
+    "    if num < 0:\n",
+    "        return '-' + my_bin(abs(num))\n",
+    "    while True:\n",
+    "        num, remainder = divmod(num, 2)\n",
+    "        la.append(str(remainder))\n",
+    "        if num == 0:\n",
+    "            return ''.join(la[::-1])\n",
+    "c = input(\"请输入一个数字: \")\n",
+    "my_bin(int(c))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

1.2.2.ipynb

@@ -0,0 +1,103 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 数值数据的编码 \n",
+    "__数值数据是一类常见数据，是可用于算术运算的具体数\n",
+    "值。例如，鸟的数量是 21 只，这个数值数据在计算机中是如 何表示的呢?\n",
+    "计算机中的数值数据是以补码的方式表示的，以十进制 数 +21 和 -21 的 8 位编码为例，它们的二进制数、原码、反 码和补码分别如下。__"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "$(+21)_{10}=(+10101)_2$ $(-21)_{10}=(-10101)_2$\n",
+    "\n",
+    " $[+10101]_{原}= 00010101 $ \n",
+    " \n",
+    " $[+10101] 反= 00010101   $\n",
+    " \n",
+    " $[+10101] _{补}= 00010101$\n",
+    " \n",
+    "$[-10101]_{原}= 10010101 $\n",
+    "\n",
+    "$[-10101]_{反}= 11101010 $\n",
+    "\n",
+    "$[-10101]_{补}= 11101011$"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 文本数据的编码\n",
+    "__记录鸟类活动时需要记录鸟的名称，例如灰眶雀鹛的学\n",
+    "名是 Alcippe Morrisonia。对这些由字母构成的数据，计算机 是如何存储和表示的呢?\n",
+    "字母、数字、标点符号等，称为西文字符。计算机在存储 和处理这些西文字符时，需要为每个字符规定一个由 0 和 1 组成的代码。目前，国际上普遍采用的西文字符编码标准是 ASCII 码(American Standard Code for Information Interchange， 美国标准信息交换代码)。__"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "__下面的代码块完成了字符与ASCII码之间的编码转化，块运行代码，动手验证一下吧！__"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "请输入一个字符: 4\n",
+      "请输入一个ASCII码: 5\n",
+      "4 的ASCII 码为 52\n",
+      "5  对应的字符为 \u0005\n"
+     ]
+    }
+   ],
+   "source": [
+    "c = input(\"请输入一个字符: \")\n",
+    " \n",
+    "# 用户输入ASCII码，并将输入的数字转为整型\n",
+    "a = int(input(\"请输入一个ASCII码: \")) \n",
+    "print( c + \" 的ASCII 码为\", ord(c))\n",
+    "print( a , \" 对应的字符为\", chr(a))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

2.3.1.ipynb

@@ -0,0 +1,32 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

2.3.2.ipynb

@@ -0,0 +1,47 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "这里我们提供了一个数据集，里面记录了中学生移动学习调查问卷答卷汇总的结果，在这里，我们将对这些数据进行可视化展示。运行下面的代码，即可得到可视化的结果。\n",
+    "\n",
+    "运行下面的代码，将可以看到我们的数据集包含哪些内容。可以看到，数据集的调查问卷中共记录了15个问题。"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np \n",
+    "import matplotlib.pyplot as plt\n",
+    "import pandas as pd\n",
+    "data = pd.read_csv(\"中学生移动学习调查问卷答卷汇总.csv\")\n",
+    "data"
+   ]
+  }
+ ],
+ "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": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

2.4.1.ipynb

@@ -0,0 +1,52 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "__运行下方代码，读取停车位数据，查看数据表__"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "data = pd.read_csv(\"停车位数据使用数据分析.csv\")\n",
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

2.4.2.ipynb

@@ -0,0 +1,52 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "__电子表格软件一般以工作表来组织数据，一张工作表由 若干个单元格构成。每个单元格可以存储一个数据，单元格 的值可以直接手工输入，也可以通过公式计算得到。利用查 询等功能，可以从停车场数据库中导出数据，再在电子表格 软件中导入数据，得到如下所示的表格。__"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "data = pd.read_csv(\"停车费计算.csv\")\n",
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

201308tq.txt

@@ -0,0 +1,31 @@
+34
+32
+33
+33
+35
+36
+36
+36
+35
+34
+33
+32
+32
+32
+31
+32
+32
+30
+31
+30
+30
+31
+32
+29
+27
+29
+31
+32
+30
+26
+26

2013avgtq.csv

@@ -0,0 +1,12 @@
+4,2,1,3,4,3,4,4,3,5,6,6,7,6,6,3,3,5,9,10,6,6,7,5,6,5,6,10,11,13,13
+9,10,10,8,6,2,2,2,4,5,5,6,7,7,7,9,7,2,4,7,9,8,10,12,13,10,13,9
+4,2,1,3,4,3,4,4,3,5,6,6,7,6,6,3,3,5,9,10,6,6,7,5,6,5,6,10,11,13,13
+9,10,10,8,6,2,2,2,4,5,5,6,7,7,7,9,7,2,4,7,9,8,10,12,13,10,13,9
+4,2,1,3,4,3,4,4,3,5,6,6,7,6,6,3,3,5,9,10,6,6,7,5,6,5,6,10,11,13,13
+9,10,10,8,6,2,2,2,4,5,5,6,7,7,7,9,7,2,4,7,9,8,10,12,13,10,13,9
+4,2,1,3,4,3,4,4,3,5,6,6,7,6,6,3,3,5,9,10,6,6,7,5,6,5,6,10,11,13,13
+9,10,10,8,6,2,2,2,4,5,5,6,7,7,7,9,7,2,4,7,9,8,10,12,13,10,13,9
+4,2,1,3,4,3,4,4,3,5,6,6,7,6,6,3,3,5,9,10,6,6,7,5,6,5,6,10,11,13,13
+9,10,10,8,6,2,2,2,4,5,5,6,7,7,7,9,7,2,4,7,9,8,10,12,13,10,13,9
+4,2,1,3,4,3,4,4,3,5,6,6,7,6,6,3,3,5,9,10,6,6,7,5,6,5,6,10,11,13,13
+9,10,10,8,6,2,2,2,4,5,5,6,7,7,7,9,7,2,4,7,9,8,10,12,13,10,13,9

3.5.2.ipynb

@@ -0,0 +1,104 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "* **运行下个单元的代码试试看！**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ">>>>>>>>>>开始洗涤<<<<<<<<<<\n",
+      ">>>>>开始第1次洗涤<<<<<\n",
+      "电动机正转30s\n",
+      "停2s\n",
+      "电动机反转30s\n",
+      "停2s\n",
+      ">>>>>开始第2次洗涤<<<<<\n",
+      "电动机正转30s\n",
+      "停2s\n",
+      "电动机反转30s\n",
+      "停2s\n",
+      ">>>>>开始第3次洗涤<<<<<\n",
+      "电动机正转30s\n",
+      "停2s\n",
+      "电动机反转30s\n",
+      "停2s\n",
+      ">>>>>开始第4次洗涤<<<<<\n",
+      "电动机正转30s\n",
+      "停2s\n",
+      "电动机反转30s\n",
+      "停2s\n",
+      ">>>>>开始第5次洗涤<<<<<\n",
+      "电动机正转30s\n",
+      "停2s\n",
+      "电动机反转30s\n",
+      "停2s\n",
+      ">>>>>>>>>>洗涤结束<<<<<<<<<<\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\">>>>>>>>>>开始洗涤<<<<<<<<<<\")\n",
+    "i = 0\n",
+    "while i < 5:\n",
+    "    print(\">>>>>开始第{}次洗涤<<<<<\".format(i+1))\n",
+    "    print(\"电动机正转30s\")\n",
+    "    print(\"停2s\")\n",
+    "    print(\"电动机反转30s\")\n",
+    "    print(\"停2s\")\n",
+    "    i = i + 1\n",
+    "print(\">>>>>>>>>>洗涤结束<<<<<<<<<<\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

3.5.3.ipynb

@@ -0,0 +1,80 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**下面给出了该选择结构的python代码实现，试试运行下方单元的代码！**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = input(\"请输入要洗的衣物（牛仔裤/丝织物）：\")\n",
+    "if a == \"牛仔裤\":\n",
+    "    print(\"洗涤12分钟\")\n",
+    "else:\n",
+    "    if a == \"丝织物\":\n",
+    "        print(\"洗涤8分钟\")\n",
+    "    else:\n",
+    "        print(\"洗涤10分钟\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {
+    "height": "calc(100% - 180px)",
+    "left": "10px",
+    "top": "150px",
+    "width": "250px"
+   },
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

3.6.1.ipynb

@@ -0,0 +1,70 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "$$ 摄氏温度=5×(华氏温度-32)÷9$$"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**下面用python代码实现以上华氏度到摄氏度的转换，尝试运行以下单元格！**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f = float(input(\"请输入一个华氏温度：\"))\n",
+    "c = 5 * (f - 32) / 9\n",
+    "print(\"摄氏温度：{}\".format(c))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

3.6.2.ipynb

@@ -0,0 +1,64 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "* **尝试运行以下单元格！**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(\"  华氏     摄氏\")\n",
+    "for f in range(100, 106):\n",
+    "    c = 5 * (f - 32) / 9\n",
+    "    print(\"{:^8}{:^10.2f}\".format(f, c))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# "
+   ]
+  }
+ ],
+ "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": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

3.6.3.ipynb

@@ -0,0 +1,55 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "l = int(input(\"输入下限=\"))\n",
+    "h = int(input(\"输入上限=\"))\n",
+    "if l >= h:\n",
+    "    print(\"输入的下限应该小于上限\")\n",
+    "else:\n",
+    "    print(\"  华氏     摄氏\")\n",
+    "    for f in range(l, h):\n",
+    "        c = 5 * (f - 32) / 9\n",
+    "        print(\"{:^8}{:^10.2f}\".format(f, c))"
+   ]
+  }
+ ],
+ "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": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

3.7.1.ipynb

@@ -0,0 +1,56 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from math import sqrt\n",
+    "i = 1\n",
+    "s = 0\n",
+    "item = 1\n",
+    "while item > 0.000001:\n",
+    "    s = s + item\n",
+    "    i = i + 1\n",
+    "    item = 1 / (i * i)\n",
+    "pi = sqrt(6 * s)\n",
+    "print(\"pi 的值是{}\".format(pi))"
+   ]
+  }
+ ],
+ "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": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

3.7.2.ipynb

@@ -0,0 +1,78 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "* **下面用python来实现随机投点法计算圆周率**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "请输入总的投点数：99999999\n",
+      "pi的值是3.1413824314138243\n"
+     ]
+    }
+   ],
+   "source": [
+    "from random import random\n",
+    "darts = int(input(\"请输入总的投点数：\"))\n",
+    "hits = 0 \n",
+    "for i in range(darts):\n",
+    "    x, y = random(), random()\n",
+    "    if (x**2 + y**2) < 1:\n",
+    "        hits = hits + 1\n",
+    "pi = 4 * (hits / darts)\n",
+    "print(\"pi的值是{}\".format(pi))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

3.8.1.ipynb

@@ -0,0 +1,173 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "1. 计算日平均气温"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "13.25\n",
+      "13.25\n"
+     ]
+    }
+   ],
+   "source": [
+    "t_Day = [10, 13, 18, 12]\n",
+    "#方法1：使用算术表达式\n",
+    "avg = (t_Day[0] + t_Day[1] + t_Day[2] + t_Day[3]) / 4\n",
+    "print(avg)\n",
+    "#方法2：使用内置函数计算\n",
+    "avg = sum(t_Day) / len(t_Day)\n",
+    "print(avg)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "2. 计算月平均气温"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "31.677419354838708\n",
+      "31.677419354838708\n"
+     ]
+    }
+   ],
+   "source": [
+    "t_Day = [34,32,33,33,35,36,36,36,35,34,33,32,32,32,31,32,32,30,31,30,30,31,32,29,27,29,31,32,30,26,26] \n",
+    "#下标访问方法\n",
+    "s = 0\n",
+    "n = 0\n",
+    "for i in range(len(t_Day)):\n",
+    "    s = s + t_Day[i]\n",
+    "    n = n + 1\n",
+    "avg = s / n \n",
+    "print(avg)\n",
+    "#序列迭代访问方法\n",
+    "s = 0\n",
+    "n = 0\n",
+    "for x in t_Day:\n",
+    "    s = s + x \n",
+    "    n = n + 1 \n",
+    "avg = s / n \n",
+    "print(avg)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "3.使用用户自定义函数计算平均值"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "31.677419354838708\n"
+     ]
+    }
+   ],
+   "source": [
+    "def getAvg(L):\n",
+    "    return sum(L) / len(L)\n",
+    "avg = getAvg(t_Day)\n",
+    "print(avg)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "4.读取文件中的数据到列表"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['34\\n', '32\\n', '33\\n', '33\\n', '35\\n', '36\\n', '36\\n', '36\\n', '35\\n', '34\\n', '33\\n', '32\\n', '32\\n', '32\\n', '31\\n', '32\\n', '32\\n', '30\\n', '31\\n', '30\\n', '30\\n', '31\\n', '32\\n', '29\\n', '27\\n', '29\\n', '31\\n', '32\\n', '30\\n', '26\\n', '26']\n",
+      "[34, 32, 33, 33, 35, 36, 36, 36, 35, 34, 33, 32, 32, 32, 31, 32, 32, 30, 31, 30, 30, 31, 32, 29, 27, 29, 31, 32, 30, 26, 26]\n"
+     ]
+    }
+   ],
+   "source": [
+    "L = list(open(\"201308tq.txt\"))\n",
+    "print(L)\n",
+    "for i in range(len(L)):\n",
+    "    L[i] = int(L[i])\n",
+    "print(L)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

3.8.2.ipynb

@@ -0,0 +1,157 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#定义模块1函数\n",
+    "def readNList(filename):\n",
+    "    f = open(filename)\n",
+    "    dL = []\n",
+    "    for line in f:\n",
+    "        line = line.replace(\"\\n\", \"\")\n",
+    "        L = line.split(\",\")\n",
+    "        for i in range(len(L)):\n",
+    "            L[i] = int(L[i])\n",
+    "        dL.append(L)\n",
+    "    f.close()\n",
+    "    return dL"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[4, 2, 1, 3, 4, 3, 4, 4, 3, 5, 6, 6, 7, 6, 6, 3, 3, 5, 9, 10, 6, 6, 7, 5, 6, 5, 6, 10, 11, 13, 13], [9, 10, 10, 8, 6, 2, 2, 2, 4, 5, 5, 6, 7, 7, 7, 9, 7, 2, 4, 7, 9, 8, 10, 12, 13, 10, 13, 9], [4, 2, 1, 3, 4, 3, 4, 4, 3, 5, 6, 6, 7, 6, 6, 3, 3, 5, 9, 10, 6, 6, 7, 5, 6, 5, 6, 10, 11, 13, 13], [9, 10, 10, 8, 6, 2, 2, 2, 4, 5, 5, 6, 7, 7, 7, 9, 7, 2, 4, 7, 9, 8, 10, 12, 13, 10, 13, 9], [4, 2, 1, 3, 4, 3, 4, 4, 3, 5, 6, 6, 7, 6, 6, 3, 3, 5, 9, 10, 6, 6, 7, 5, 6, 5, 6, 10, 11, 13, 13], [9, 10, 10, 8, 6, 2, 2, 2, 4, 5, 5, 6, 7, 7, 7, 9, 7, 2, 4, 7, 9, 8, 10, 12, 13, 10, 13, 9], [4, 2, 1, 3, 4, 3, 4, 4, 3, 5, 6, 6, 7, 6, 6, 3, 3, 5, 9, 10, 6, 6, 7, 5, 6, 5, 6, 10, 11, 13, 13], [9, 10, 10, 8, 6, 2, 2, 2, 4, 5, 5, 6, 7, 7, 7, 9, 7, 2, 4, 7, 9, 8, 10, 12, 13, 10, 13, 9], [4, 2, 1, 3, 4, 3, 4, 4, 3, 5, 6, 6, 7, 6, 6, 3, 3, 5, 9, 10, 6, 6, 7, 5, 6, 5, 6, 10, 11, 13, 13], [9, 10, 10, 8, 6, 2, 2, 2, 4, 5, 5, 6, 7, 7, 7, 9, 7, 2, 4, 7, 9, 8, 10, 12, 13, 10, 13, 9], [4, 2, 1, 3, 4, 3, 4, 4, 3, 5, 6, 6, 7, 6, 6, 3, 3, 5, 9, 10, 6, 6, 7, 5, 6, 5, 6, 10, 11, 13, 13], [9, 10, 10, 8, 6, 2, 2, 2, 4, 5, 5, 6, 7, 7, 7, 9, 7, 2, 4, 7, 9, 8, 10, 12, 13, 10, 13, 9]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "#调用模块1函数\n",
+    "filename = \"2013avgtq.csv\"\n",
+    "tqy = readNList(filename)\n",
+    "print(tqy)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#定义模块2函数\n",
+    "def get_avgy(dL):\n",
+    "    avgy = []\n",
+    "    for m in dL:\n",
+    "        avg = sum(m) / len(m)\n",
+    "        avgy.append(avg)\n",
+    "    return avgy"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[5.870967741935484, 7.25, 5.870967741935484, 7.25, 5.870967741935484, 7.25, 5.870967741935484, 7.25, 5.870967741935484, 7.25, 5.870967741935484, 7.25]\n"
+     ]
+    }
+   ],
+   "source": [
+    "#调用模块2函数\n",
+    "avgy = get_avgy(tqy)\n",
+    "print(avgy)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#定义模块3函数\n",
+    "def display_avgy(avgy):\n",
+    "    print(\"各月平均气温：\")\n",
+    "    month = 1\n",
+    "    for avg in avgy:\n",
+    "        print(\"{}月： {:.2}°C\".format(month, avg))\n",
+    "        month = month + 1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "各月平均气温：\n",
+      "1月： 5.9°C\n",
+      "2月： 7.2°C\n",
+      "3月： 5.9°C\n",
+      "4月： 7.2°C\n",
+      "5月： 5.9°C\n",
+      "6月： 7.2°C\n",
+      "7月： 5.9°C\n",
+      "8月： 7.2°C\n",
+      "9月： 5.9°C\n",
+      "10月： 7.2°C\n",
+      "11月： 5.9°C\n",
+      "12月： 7.2°C\n"
+     ]
+    }
+   ],
+   "source": [
+    "#调用模块3函数\n",
+    "display_avgy(avgy)"
+   ]
+  }
+ ],
+ "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": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

data_1.csv

@@ -0,0 +1,8 @@
+鸟的种类,数量（只）,栖息取食基层,行为,树牌号
+灰眶雀鹛,5,灌丛,鸣叫,2130198
+灰眶雀鹛,6,灌丛,鸣叫,2130123
+白头鹎,5,冠中上,鸣叫,4080059
+黄眉柳莺,2,冠中上,觅食,3080061
+黑鹎,9,冠上,飞行,5060137
+黄眉柳莺,1,冠中下,跳跃,1090013
+红头长尾山雀,20,整个冠层,觅食，啄树干,2100030

dataset.csv

@@ -0,0 +1,471 @@
+时间,层,区,占位数,占位率,,时间,层,区,占位数,占位率
+6:30,B1,A,0,0.00 ,,6:30,B2,A,0,0.00 
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+7:20,B1,A,5,0.20 ,,7:20,B2,A,0,0.00 
+7:30,B1,A,5,0.20 ,,7:30,B2,A,,0.00 
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+8:10,B1,A,6,0.24 ,,8:10,B2,A,0,0.00 
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+8:30,B1,A,7,0.28 ,,8:30,B2,A,0,0.00 
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+22:00,B1,A,3,0.12 ,,22:00,B2,A,3,0.10 
+6:30,B1,B,0,0.00 ,,6:30,B2,B,0,0.00 
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中学生移动学习调查问卷答卷汇总.csv

@@ -0,0 +1,201 @@
+序号,提交答卷时间,所用时间,来自IP,来源,来源详情,1、性别：,2、你的年级：,3、你平时住校还是走读？,4、你是否通过手机、PAD等智能终端学习课程、完成作业、搜索难题？,5、学习中遇到问题时你会选择下列解决问题途径的顺序是？,6、你使用过哪些移动学习APP？,7、你每周使用移动学习软件的时间一般有多久？,8、你认为“作业帮”、“小猿搜题”、“学霸君”之类可以拍照解题的工具对学习有帮助吗？,9、你认为下面三类移动学习APP的使用频率排序为,10、你使用手机时间花费最多的一项是？,11、 你认为自己控制与学习无关的游戏、聊天的时间和频率的能力如何？,12、家长对你使用手机学习的态度是怎样的？,13、家长对你使用手机上网的态度是,14、在你使用手机上网时，家长对你的上网的内容、结交的网友、信息真伪的甄别等方面有无指导和监督?,15、你觉得让你最不能放弃手游的原因是什么？
+1,2017/2/14 20:19:45,66秒,58.40.135.216(上海-上海),手机提交,直接访问,女,高二,住校,有时,请教老师、家长→学习软件→与同学在线讨论（QQ、微信）→查教辅书,作业帮┋小猿搜题┋学霸君┋百词斩,1~5小时,很大帮助,拍照式→视音频讲解→工具书式,移动学习,一般,没表态,不过问,偶尔指导,放松心情和发泄烦恼的渠道
+2,2017/2/14 20:20:49,116秒,101.85.178.104(上海-上海),手机提交,直接访问,男,高三,住校,很少,与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长→学习软件,学霸君┋百词斩,小于1小时,部分帮助,工具书式→拍照式→视音频讲解,浏览网页、微博等,无法控制,没表态,不过问,从不指导,在游戏中已经取得的等级和地位
+3,2017/2/14 20:28:03,163秒,222.69.88.7(上海-上海),手机提交,直接访问,女,高二,住校,有时,与同学在线讨论（QQ、微信）→学习软件→查教辅书→请教老师、家长,作业帮┋学霸君┋百词斩,1~5小时,部分帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,没表态,不过问,经常指导,身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+4,2017/2/14 20:28:03,91秒,223.104.5.230(上海-上海),手机提交,直接访问,男,高一,住校,有时,学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮,小于1小时,部分帮助,拍照式,与同学、朋友聊天,一般,没表态,不过问,偶尔指导,(空)
+5,2017/2/14 20:32:07,87秒,117.136.8.73(上海-上海),手机提交,直接访问,男,高一,住校,经常,与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书→学习软件,作业帮┋小猿搜题┋学霸君,1~5小时,很大帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,无法控制,没表态,限制使用,从不指导,身边有同学或朋友在玩
+6,2017/2/14 20:33:26,68秒,59.78.171.1(上海-上海),手机提交,直接访问,男,高三,走读,很少,与同学在线讨论（QQ、微信）→学习软件→查教辅书→请教老师、家长,作业帮┋学霸君,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,电影、小说,无法控制,没表态,禁止使用,从不指导,在游戏中已经取得的等级和地位┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+7,2017/2/14 20:33:26,59秒,114.89.185.164(上海-上海),手机提交,直接访问,男,高二,住校,经常,学习软件→与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长,小猿搜题┋学霸君┋百词斩,1~5小时,很大帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,一般,没表态,不过问,偶尔指导,游戏中和好友之间的交情┋空余时间的无聊
+8,2017/2/14 20:34:47,84秒,114.89.248.170(上海-上海),手机提交,直接访问,男,高二,住校,有时,查教辅书→学习软件→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋学霸君,1~5小时,很大帮助,拍照式→工具书式→视音频讲解,电影、小说,一般,认可、鼓励你使用手机学习,限制使用,偶尔指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+9,2017/2/14 20:35:25,97秒,61.173.215.3(上海-上海),手机提交,直接访问,女,高二,住校,经常,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋学霸君┋百词斩,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,电影、小说,一般,没表态,不过问,偶尔指导,空余时间的无聊
+10,2017/2/14 20:35:45,92秒,101.90.127.227(上海-上海),手机提交,直接访问,男,高一,住校,经常,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋学霸君,1~5小时,很大帮助,拍照式→视音频讲解,与同学、朋友聊天,无法控制,没表态,不过问,从不指导,(空)
+11,2017/2/14 20:38:32,174秒,101.85.152.58(上海-上海),手机提交,直接访问,女,高一,住校,经常,学习软件,作业帮┋小猿搜题┋学霸君,1~5小时,很大帮助,拍照式→工具书式→视音频讲解,浏览网页、微博等,无法控制,没表态,不过问,偶尔指导,(空)
+12,2017/2/14 20:38:39,70秒,116.224.10.198(上海-上海),手机提交,直接访问,男,高三,住校,有时,学习软件→查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）,学霸君,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,电影、小说,一般,没表态,不过问,偶尔指导,在游戏中已经取得的等级和地位
+13,2017/2/14 20:44:53,101秒,114.81.254.163(上海-上海),手机提交,直接访问,女,高二,住校,经常,学习软件→查教辅书→请教老师、家长,作业帮┋小猿搜题┋网易公开课┋其它,大于5小时,很大帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,无法控制,没表态,不过问,从不指导,(空)
+14,2017/2/14 20:55:10,87秒,58.40.172.92(上海-上海),手机提交,直接访问,男,高三,走读,经常,学习软件→查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋学霸君,1~5小时,部分帮助,拍照式→工具书式→视音频讲解,电影、小说,一般,没表态,不过问,从不指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋放松心情和发泄烦恼的渠道
+15,2017/2/14 21:08:27,126秒,180.160.55.47(上海-上海),手机提交,直接访问,男,高三,住校,经常,学习软件→与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书,作业帮┋小猿搜题┋学霸君┋网易公开课,1~5小时,部分帮助,拍照式→工具书式→视音频讲解,电影、小说,很好,认可、鼓励你使用手机学习,不过问,从不指导,游戏中和好友之间的交情┋身边有同学或朋友在玩┋放松心情和发泄烦恼的渠道
+16,2017/2/14 21:09:12,61秒,114.82.81.27(上海-上海),手机提交,直接访问,男,高三,住校,很少,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,小猿搜题┋网易公开课,大于5小时,很大帮助,拍照式→工具书式→视音频讲解,浏览网页、微博等,一般,没表态,不过问,偶尔指导,身边有同学或朋友在玩
+17,2017/2/14 21:31:23,93秒,114.82.150.116(上海-上海),手机提交,直接访问,男,高二,走读,有时,学习软件→与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长,作业帮┋小猿搜题,1~5小时,部分帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+18,2017/2/14 22:13:41,164秒,114.89.117.166(上海-上海),手机提交,直接访问,女,高三,住校,很少,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）→学习软件,作业帮┋小猿搜题┋百词斩,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,浏览网页、微博等,一般,没表态,限制使用,从不指导,身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+19,2017/2/15 21:56:28,107秒,114.89.241.106(上海-上海),手机提交,直接访问,男,高一,走读,经常,与同学在线讨论（QQ、微信）,其它,小于1小时,不使用,工具书式,浏览网页、微博等,很好,主动介绍APP，帮助你进行移动学习,不过问,从不指导,其它〖全他妈的是 小学生〗
+20,2017/2/15 21:57:29,91秒,114.82.155.60(上海-上海),手机提交,直接访问,女,初中,走读,很少,查教辅书→学习软件→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题,小于1小时,部分帮助,视音频讲解→工具书式→拍照式,与同学、朋友聊天,一般,没表态,不过问,从不指导,空余时间的无聊┋放松心情和发泄烦恼的渠道
+21,2017/2/15 22:04:14,185秒,101.85.156.78(上海-上海),手机提交,直接访问,男,初中,走读,经常,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋学霸君,1~5小时,很大帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,很好,没表态,限制使用,偶尔指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊
+22,2017/3/2 14:27:40,38秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,小猿搜题,大于5小时,很大帮助,拍照式→视音频讲解→工具书式,移动学习,很好,主动介绍APP，帮助你进行移动学习,不过问,经常指导,在游戏中已经取得的等级和地位
+23,2017/3/2 14:27:59,234秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长→学习软件,作业帮,小于1小时,部分帮助,工具书式→视音频讲解→拍照式,浏览网页、微博等,一般,没表态,限制使用,偶尔指导,(空)
+24,2017/3/2 14:28:17,70秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,很好,主动介绍APP，帮助你进行移动学习,不过问,经常指导,在游戏中已经取得的等级和地位
+25,2017/3/2 14:29:04,118秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书→学习软件,作业帮┋小猿搜题┋学霸君┋百词斩,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,电影、小说,一般,没表态,限制使用,经常指导,空余时间的无聊
+26,2017/3/2 14:29:26,31秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,学习软件→查教辅书,作业帮,大于5小时,很大帮助,拍照式,移动学习,很好,主动介绍APP，帮助你进行移动学习,不过问,经常指导,在游戏中已经取得的等级和地位
+27,2017/3/2 14:29:35,126秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋学霸君┋网易公开课,1~5小时,很大帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,一般,没表态,禁止使用,从不指导,空余时间的无聊┋放松心情和发泄烦恼的渠道
+28,2017/3/2 14:30:13,115秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,查教辅书→请教老师、家长→学习软件→与同学在线讨论（QQ、微信）,其它,小于1小时,不使用,工具书式→拍照式→视音频讲解,电影、小说,一般,没表态,不过问,偶尔指导,(空)
+29,2017/3/2 14:31:27,262秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,住校,很少,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）,小猿搜题,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,移动学习,很好,没表态,限制使用,经常指导,(空)
+30,2017/3/2 14:31:48,82秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,请教老师、家长→学习软件,小猿搜题,1~5小时,部分帮助,拍照式,移动学习,一般,没表态,不过问,经常指导,(空)
+31,2017/3/2 14:32:36,63秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,请教老师、家长,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式,与同学、朋友聊天,很好,主动介绍APP，帮助你进行移动学习,限制使用,偶尔指导,空余时间的无聊
+32,2017/3/2 14:32:51,197秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）→学习软件,百词斩,小于1小时,不使用,视音频讲解→工具书式→拍照式,电影、小说,一般,没表态,限制使用,偶尔指导,身边有同学或朋友在玩┋空余时间的无聊
+33,2017/3/2 14:32:59,77秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件,作业帮┋小猿搜题┋百词斩,小于1小时,很大帮助,拍照式,电影、小说,无法控制,没表态,不过问,偶尔指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+34,2017/3/2 14:33:08,223秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）→学习软件,作业帮,小于1小时,部分帮助,工具书式→拍照式→视音频讲解,与同学、朋友聊天,一般,没表态,禁止使用,从不指导,放松心情和发泄烦恼的渠道
+35,2017/3/2 14:33:40,157秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）→学习软件,作业帮┋小猿搜题┋学霸君,小于1小时,很大帮助,视音频讲解→拍照式→工具书式,与同学、朋友聊天,一般,没表态,限制使用,偶尔指导,(空)
+36,2017/3/2 14:33:58,260秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,经常,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,小猿搜题,1~5小时,很大帮助,工具书式→拍照式→视音频讲解,浏览网页、微博等,一般,主动介绍APP，帮助你进行移动学习,限制使用,偶尔指导,空余时间的无聊
+37,2017/3/2 14:34:01,76秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,学霸君┋百词斩,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,电影、小说,一般,没表态,限制使用,经常指导,(空)
+38,2017/3/2 14:34:10,88秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长→学习软件,小猿搜题,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,一般,没表态,限制使用,从不指导,游戏中和好友之间的交情┋身边有同学或朋友在玩
+39,2017/3/2 14:34:41,137秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,查教辅书→与同学在线讨论（QQ、微信）→学习软件→请教老师、家长,其它,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,浏览网页、微博等,一般,没表态,禁止使用,偶尔指导,其它〖了解不同类型的手游〗
+40,2017/3/2 14:34:55,132秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,学习软件,作业帮┋百词斩,小于1小时,部分帮助,拍照式,移动学习,很好,没表态,限制使用,经常指导,游戏中和好友之间的交情
+41,2017/3/2 14:35:22,142秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书→学习软件,小猿搜题,小于1小时,没有帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,很好,没表态,不过问,从不指导,空余时间的无聊
+42,2017/3/2 14:35:55,185秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,查教辅书,作业帮┋学霸君,小于1小时,部分帮助,工具书式,与同学、朋友聊天,很好,没表态,禁止使用,偶尔指导,其它
+43,2017/3/2 14:36:57,64秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,学习软件,小猿搜题,小于1小时,很大帮助,拍照式,电影、小说,一般,没表态,限制使用,偶尔指导,放松心情和发泄烦恼的渠道┋其它
+44,2017/3/2 15:23:35,72秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,查教辅书,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式,电影、小说,一般,没表态,不过问,偶尔指导,(空)
+45,2017/3/2 15:24:12,117秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件→请教老师、家长,作业帮┋小猿搜题,1~5小时,部分帮助,拍照式→视音频讲解→工具书式,电影、小说,一般,没表态,限制使用,偶尔指导,空余时间的无聊┋放松心情和发泄烦恼的渠道
+46,2017/3/2 15:24:12,113秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件→与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长,作业帮┋学霸君┋百词斩,1~5小时,部分帮助,拍照式→视音频讲解→工具书式,电影、小说,一般,没表态,不过问,偶尔指导,放松心情和发泄烦恼的渠道
+47,2017/3/2 15:24:34,148秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,与同学在线讨论（QQ、微信）,小猿搜题,小于1小时,不使用,拍照式→视音频讲解→工具书式,与同学、朋友聊天,无法控制,没表态,限制使用,从不指导,游戏中和好友之间的交情┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+48,2017/3/2 15:25:14,181秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,查教辅书→学习软件→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,电影、小说,很好,没表态,不过问,偶尔指导,(空)
+49,2017/3/2 15:25:59,154秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→学习软件→请教老师、家长→与同学在线讨论（QQ、微信）,其它,小于1小时,部分帮助,工具书式→视音频讲解→拍照式,浏览网页、微博等,一般,没表态,限制使用,从不指导,(空)
+50,2017/3/2 15:26:02,227秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,请教老师、家长→查教辅书→学习软件→与同学在线讨论（QQ、微信）,作业帮,1~5小时,部分帮助,拍照式→工具书式→视音频讲解,浏览网页、微博等,很好,没表态,不过问,经常指导,放松心情和发泄烦恼的渠道
+51,2017/3/2 15:26:07,146秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,查教辅书→学习软件→请教老师、家长,其它,小于1小时,很大帮助,工具书式→拍照式→视音频讲解,电影、小说,无法控制,没表态,限制使用,从不指导,(空)
+52,2017/3/2 15:27:11,283秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,请教老师、家长→查教辅书→学习软件→与同学在线讨论（QQ、微信）,小猿搜题┋百词斩,小于1小时,部分帮助,工具书式→视音频讲解→拍照式,与同学、朋友聊天,很好,认可、鼓励你使用手机学习,不过问,偶尔指导,(空)
+53,2017/3/2 15:27:27,140秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,与同学在线讨论（QQ、微信）→请教老师、家长→学习软件→查教辅书,作业帮┋小猿搜题┋百词斩,1~5小时,很大帮助,拍照式→视音频讲解→工具书式,浏览网页、微博等,一般,没表态,限制使用,偶尔指导,放松心情和发泄烦恼的渠道
+54,2017/3/2 15:27:49,193秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,学习软件→与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书,其它,小于1小时,不使用,视音频讲解→工具书式→拍照式,电影、小说,很好,没表态,不过问,从不指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋PK┋赚钱┋其它
+55,2017/3/2 15:29:06,86秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,请教老师、家长→查教辅书,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,限制使用,经常指导,(空)
+56,2017/3/2 15:29:15,231秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→学习软件→请教老师、家长,作业帮┋小猿搜题,小于1小时,部分帮助,工具书式→拍照式→视音频讲解,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,限制使用,偶尔指导,(空)
+57,2017/3/2 15:29:38,132秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→学习软件→请教老师、家长,小猿搜题,小于1小时,很大帮助,工具书式→拍照式→视音频讲解,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,不过问,偶尔指导,(空)
+58,2017/3/2 15:30:22,166秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长→学习软件,作业帮┋小猿搜题┋学霸君┋百词斩,1~5小时,很大帮助,拍照式→工具书式→视音频讲解,移动学习,很好,没表态,不过问,偶尔指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋空余时间的无聊
+59,2017/3/2 15:31:02,51秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,学习软件,小猿搜题,小于1小时,很大帮助,拍照式,电影、小说,很好,认可、鼓励你使用手机学习,限制使用,从不指导,在游戏中已经取得的等级和地位
+60,2017/3/2 16:17:41,143秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→请教老师、家长→学习软件,小猿搜题┋百词斩,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,移动学习,很好,主动介绍APP，帮助你进行移动学习,不过问,从不指导,其它
+61,2017/3/2 16:18:01,77秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,请教老师、家长→与同学在线讨论（QQ、微信）→查教辅书,其它,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,电影、小说,无法控制,没表态,限制使用,偶尔指导,身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋其它
+62,2017/3/2 16:19:27,63秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,查教辅书→请教老师、家长,作业帮┋小猿搜题┋学霸君,小于1小时,没有帮助,工具书式→拍照式,与同学、朋友聊天,很好,没表态,不过问,从不指导,(空)
+63,2017/3/2 16:19:29,335秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,请教老师、家长→查教辅书→学习软件→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋学霸君┋百词斩,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,移动学习,一般,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+64,2017/3/2 16:19:33,143秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,学习软件→请教老师、家长→查教辅书→与同学在线讨论（QQ、微信）,作业帮┋学霸君┋百词斩,1~5小时,很大帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,一般,没表态,限制使用,经常指导,(空)
+65,2017/3/2 16:19:46,119秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,住校,有时,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）→学习软件,作业帮┋小猿搜题┋学霸君┋百词斩┋扇贝┋网易公开课,小于1小时,部分帮助,视音频讲解→工具书式→拍照式,电影、小说,无法控制,认可、鼓励你使用手机学习,禁止使用,偶尔指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+66,2017/3/2 16:19:46,95秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,电影、小说,一般,认可、鼓励你使用手机学习,限制使用,从不指导,(空)
+67,2017/3/2 16:19:48,113秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋学霸君,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,没表态,限制使用,偶尔指导,游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊
+68,2017/3/2 16:20:01,82秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+69,2017/3/2 16:20:02,90秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）→学习软件,百词斩,小于1小时,部分帮助,工具书式→拍照式→视音频讲解,电影、小说,很好,没表态,不过问,偶尔指导,空余时间的无聊┋放松心情和发泄烦恼的渠道
+70,2017/3/2 16:20:30,117秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,请教老师、家长→查教辅书→学习软件→与同学在线讨论（QQ、微信）,百词斩┋其它,小于1小时,部分帮助,工具书式→拍照式→视音频讲解,移动学习,很好,没表态,限制使用,经常指导,(空)
+71,2017/3/2 16:20:45,163秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,请教老师、家长→查教辅书→与同学在线讨论（QQ、微信）→学习软件,百词斩,小于1小时,不使用,拍照式→工具书式→视音频讲解,移动学习,一般,没表态,限制使用,从不指导,空余时间的无聊
+72,2017/3/2 16:21:09,215秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋学霸君,1~5小时,部分帮助,拍照式,移动学习,一般,主动介绍APP，帮助你进行移动学习,限制使用,从不指导,空余时间的无聊┋放松心情和发泄烦恼的渠道
+73,2017/3/2 16:21:22,95秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→请教老师、家长→学习软件→与同学在线讨论（QQ、微信）,小猿搜题,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,电影、小说,一般,没表态,限制使用,从不指导,(空)
+74,2017/3/2 16:25:17,55秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,经常,学习软件→与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长,作业帮┋小猿搜题┋学霸君┋百词斩┋扇贝┋网易公开课┋其它,小于1小时,很大帮助,工具书式→视音频讲解→拍照式,电影、小说,很好,认可、鼓励你使用手机学习,限制使用,偶尔指导,身边有同学或朋友在玩
+75,2017/3/2 16:25:21,59秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,请教老师、家长→查教辅书→学习软件→与同学在线讨论（QQ、微信）,扇贝,1~5小时,部分帮助,工具书式,与同学、朋友聊天,很好,主动介绍APP，帮助你进行移动学习,不过问,经常指导,在游戏中已经取得的等级和地位
+76,2017/3/2 16:25:28,28秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,住校,经常,学习软件,作业帮┋小猿搜题┋学霸君,小于1小时,很大帮助,拍照式,移动学习,很好,主动介绍APP，帮助你进行移动学习,不过问,经常指导,在游戏中已经取得的等级和地位
+77,2017/3/2 16:25:29,71秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋百词斩,小于1小时,部分帮助,拍照式,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,限制使用,从不指导,空余时间的无聊
+78,2017/3/6 14:23:26,93秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,与同学在线讨论（QQ、微信）→学习软件→查教辅书→请教老师、家长,作业帮┋小猿搜题┋其它,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+79,2017/3/6 14:24:07,140秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→请教老师、家长→学习软件→与同学在线讨论（QQ、微信）,作业帮,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,电影、小说,很好,认可、鼓励你使用手机学习,不过问,偶尔指导,空余时间的无聊
+80,2017/3/6 14:24:10,150秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,电影、小说,很好,认可、鼓励你使用手机学习,限制使用,从不指导,(空)
+81,2017/3/6 14:24:16,104秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长→学习软件,小猿搜题┋学霸君┋百词斩,小于1小时,部分帮助,工具书式→拍照式→视音频讲解,与同学、朋友聊天,一般,没表态,限制使用,经常指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋放松心情和发泄烦恼的渠道┋PK
+82,2017/3/6 14:24:33,167秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,与同学在线讨论（QQ、微信）→学习软件→查教辅书→请教老师、家长,作业帮┋小猿搜题┋学霸君,1~5小时,部分帮助,拍照式→工具书式→视音频讲解,移动学习,一般,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋PK
+83,2017/3/6 14:24:42,174秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,学霸君,小于1小时,很大帮助,工具书式→拍照式→视音频讲解,与同学、朋友聊天,一般,没表态,不过问,从不指导,(空)
+84,2017/3/6 14:24:58,192秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件→查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮,小于1小时,部分帮助,工具书式→视音频讲解→拍照式,浏览网页、微博等,一般,没表态,限制使用,从不指导,(空)
+85,2017/3/6 14:25:26,130秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长→学习软件,作业帮,小于1小时,部分帮助,工具书式→拍照式→视音频讲解,电影、小说,一般,没表态,限制使用,偶尔指导,空余时间的无聊
+86,2017/3/6 14:26:14,86秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,经常,学习软件→查教辅书→与同学在线讨论（QQ、微信）,其它,小于1小时,很大帮助,拍照式→工具书式,移动学习,很好,主动介绍APP，帮助你进行移动学习,不过问,经常指导,在游戏中已经取得的等级和地位
+87,2017/3/6 14:27:01,192秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→学习软件→请教老师、家长,小猿搜题┋学霸君,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,电影、小说,一般,没表态,限制使用,偶尔指导,空余时间的无聊┋放松心情和发泄烦恼的渠道
+88,2017/3/6 14:27:06,87秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,住校,有时,查教辅书→学习软件→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋百词斩,1~5小时,部分帮助,工具书式→拍照式→视音频讲解,浏览网页、微博等,一般,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋空余时间的无聊
+89,2017/3/6 14:27:15,118秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,查教辅书,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,与同学、朋友聊天,无法控制,认可、鼓励你使用手机学习,不过问,经常指导,游戏中和好友之间的交情┋放松心情和发泄烦恼的渠道┋其它〖可以有人和我聊天〗
+90,2017/3/6 14:28:21,82秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件→与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长,作业帮┋小猿搜题┋学霸君┋百词斩┋扇贝┋网易公开课,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,浏览网页、微博等,一般,没表态,限制使用,偶尔指导,(空)
+91,2017/3/6 14:28:23,192秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,查教辅书→学习软件→请教老师、家长→与同学在线讨论（QQ、微信）,学霸君┋百词斩┋其它,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,一般,没表态,限制使用,偶尔指导,(空)
+92,2017/3/6 14:28:32,240秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,很好,没表态,限制使用,偶尔指导,(空)
+93,2017/3/6 14:28:45,72秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,请教老师、家长→查教辅书→学习软件→与同学在线讨论（QQ、微信）,小猿搜题,小于1小时,不使用,工具书式→视音频讲解→拍照式,与同学、朋友聊天,很好,没表态,禁止使用,经常指导,身边有同学或朋友在玩
+94,2017/3/6 14:28:53,87秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,学习软件,小猿搜题,小于1小时,部分帮助,拍照式,与同学、朋友聊天,一般,没表态,限制使用,偶尔指导,(空)
+95,2017/3/6 14:29:25,124秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）→学习软件,学霸君,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,移动学习,一般,认可、鼓励你使用手机学习,限制使用,经常指导,放松心情和发泄烦恼的渠道
+96,2017/3/6 14:29:39,159秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,查教辅书→请教老师、家长,作业帮┋百词斩,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,浏览网页、微博等,一般,没表态,限制使用,经常指导,空余时间的无聊
+97,2017/3/6 14:29:43,120秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,学习软件→查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,没表态,不过问,从不指导,(空)
+98,2017/3/6 14:30:05,112秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,请教老师、家长,小猿搜题,小于1小时,没有帮助,工具书式,电影、小说,很好,认可、鼓励你使用手机学习,限制使用,从不指导,空余时间的无聊
+99,2017/3/6 14:30:16,141秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,学习软件→查教辅书→与同学在线讨论（QQ、微信）,作业帮┋百词斩┋网易公开课,小于1小时,很大帮助,拍照式,电影、小说,一般,没表态,限制使用,偶尔指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋放松心情和发泄烦恼的渠道
+100,2017/3/6 14:30:32,146秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→学习软件→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,浏览网页、微博等,一般,没表态,限制使用,经常指导,(空)
+101,2017/3/6 14:30:36,106秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,学习软件→与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长,作业帮┋小猿搜题┋学霸君,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,浏览网页、微博等,很好,没表态,限制使用,偶尔指导,放松心情和发泄烦恼的渠道
+102,2017/3/6 14:31:07,227秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮,小于1小时,很大帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,限制使用,从不指导,放松心情和发泄烦恼的渠道
+103,2017/3/6 14:31:19,175秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,学习软件→查教辅书→与同学在线讨论（QQ、微信）,小猿搜题,大于5小时,部分帮助,拍照式,浏览网页、微博等,很好,没表态,不过问,从不指导,其它
+104,2017/3/6 14:32:18,76秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,拍照式,浏览网页、微博等,很好,认可、鼓励你使用手机学习,限制使用,偶尔指导,(空)
+105,2017/3/6 14:32:24,76秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋学霸君,1~5小时,部分帮助,拍照式,移动学习,很好,没表态,限制使用,经常指导,(空)
+106,2017/3/6 14:32:27,88秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,与同学在线讨论（QQ、微信）,其它,1~5小时,没有帮助,拍照式→视音频讲解→工具书式,浏览网页、微博等,一般,没表态,限制使用,经常指导,空余时间的无聊
+107,2017/3/6 14:32:35,258秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,请教老师、家长,其它,小于1小时,不使用,工具书式,与同学、朋友聊天,一般,没表态,禁止使用,经常指导,其它
+108,2017/3/6 14:32:52,92秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,与同学在线讨论（QQ、微信）→学习软件→查教辅书→请教老师、家长,小猿搜题┋百词斩,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,没表态,限制使用,偶尔指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情
+109,2017/3/6 14:33:30,114秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,浏览网页、微博等,一般,没表态,限制使用,偶尔指导,其它
+110,2017/3/6 14:33:50,163秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,浏览网页、微博等,一般,没表态,限制使用,从不指导,身边有同学或朋友在玩┋PK┋赚钱┋其它〖有意思〗
+111,2017/3/6 14:34:04,147秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮,小于1小时,部分帮助,视音频讲解→工具书式→拍照式,电影、小说,一般,没表态,限制使用,经常指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+112,2017/3/6 14:34:18,155秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,请教老师、家长→查教辅书→与同学在线讨论（QQ、微信）→学习软件,作业帮┋小猿搜题,小于1小时,部分帮助,工具书式→视音频讲解→拍照式,与同学、朋友聊天,一般,主动介绍APP，帮助你进行移动学习,限制使用,偶尔指导,在游戏中已经取得的等级和地位┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+113,2017/3/6 14:35:26,34秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,经常,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋学霸君┋百词斩┋扇贝,大于5小时,很大帮助,拍照式→视音频讲解→工具书式,电影、小说,很好,主动介绍APP，帮助你进行移动学习,不过问,偶尔指导,在游戏中已经取得的等级和地位
+114,2017/3/6 14:36:05,86秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→学习软件→请教老师、家长,作业帮┋学霸君┋其它,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,移动学习,一般,没表态,限制使用,偶尔指导,其它
+115,2017/3/6 15:23:12,42秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,经常,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,小猿搜题,1~5小时,很大帮助,工具书式→拍照式,电影、小说,很好,认可、鼓励你使用手机学习,不过问,经常指导,(空)
+116,2017/3/6 15:25:03,119秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,请教老师、家长→查教辅书→与同学在线讨论（QQ、微信）→学习软件,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,与同学、朋友聊天,很好,没表态,限制使用,偶尔指导,游戏中和好友之间的交情┋放松心情和发泄烦恼的渠道
+117,2017/3/6 15:25:35,135秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书→学习软件,作业帮┋百词斩,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,移动学习,一般,认可、鼓励你使用手机学习,限制使用,偶尔指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋放松心情和发泄烦恼的渠道
+118,2017/3/6 15:25:36,110秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,学习软件→与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书,小猿搜题,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,无法控制,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+119,2017/3/6 15:26:10,61秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,经常,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,小猿搜题┋百词斩,大于5小时,很大帮助,拍照式,移动学习,很好,主动介绍APP，帮助你进行移动学习,不过问,经常指导,放松心情和发泄烦恼的渠道
+120,2017/3/6 15:26:37,256秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,查教辅书→请教老师、家长,作业帮┋小猿搜题,小于1小时,没有帮助,工具书式→拍照式→视音频讲解,与同学、朋友聊天,无法控制,没表态,禁止使用,经常指导,(空)
+121,2017/3/6 15:27:43,136秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）→学习软件,作业帮┋小猿搜题┋百词斩,小于1小时,部分帮助,工具书式→视音频讲解→拍照式,电影、小说,很好,没表态,限制使用,经常指导,(空)
+122,2017/3/6 15:27:48,145秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,请教老师、家长→查教辅书→学习软件→与同学在线讨论（QQ、微信）,小猿搜题┋百词斩,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,移动学习,很好,认可、鼓励你使用手机学习,限制使用,从不指导,(空)
+123,2017/3/6 15:27:58,145秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,请教老师、家长,作业帮,小于1小时,很大帮助,拍照式,移动学习,一般,认可、鼓励你使用手机学习,限制使用,偶尔指导,游戏中和好友之间的交情
+124,2017/3/6 15:28:42,128秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,与同学在线讨论（QQ、微信）→查教辅书,小猿搜题,小于1小时,部分帮助,视音频讲解→工具书式→拍照式,移动学习,一般,没表态,禁止使用,从不指导,在游戏中已经取得的等级和地位┋PK┋赚钱
+125,2017/3/6 15:28:53,173秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,请教老师、家长→查教辅书→与同学在线讨论（QQ、微信）→学习软件,作业帮,小于1小时,部分帮助,拍照式,浏览网页、微博等,一般,没表态,不过问,从不指导,(空)
+126,2017/3/6 15:29:15,73秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,请教老师、家长,小猿搜题,小于1小时,部分帮助,拍照式,移动学习,一般,认可、鼓励你使用手机学习,禁止使用,经常指导,(空)
+127,2017/3/6 15:29:24,74秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,请教老师、家长→学习软件→与同学在线讨论（QQ、微信）,小猿搜题┋百词斩,小于1小时,部分帮助,拍照式→视音频讲解,与同学、朋友聊天,一般,没表态,不过问,偶尔指导,放松心情和发泄烦恼的渠道
+128,2017/3/6 15:30:14,137秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→学习软件→请教老师、家长,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,浏览网页、微博等,一般,没表态,不过问,偶尔指导,游戏中和好友之间的交情
+129,2017/3/6 15:31:01,68秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式→工具书式,与同学、朋友聊天,一般,没表态,限制使用,偶尔指导,身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+130,2017/3/6 15:31:12,85秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋学霸君┋百词斩┋其它,1~5小时,部分帮助,拍照式→视音频讲解,浏览网页、微博等,一般,认可、鼓励你使用手机学习,限制使用,偶尔指导,在游戏中已经取得的等级和地位┋赚钱┋其它
+131,2017/3/6 15:31:19,92秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,请教老师、家长→与同学在线讨论（QQ、微信）→学习软件→查教辅书,小猿搜题,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,电影、小说,一般,没表态,限制使用,经常指导,(空)
+132,2017/3/6 15:31:22,73秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋百词斩┋网易公开课┋其它,1~5小时,部分帮助,视音频讲解→工具书式→拍照式,电影、小说,一般,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
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+134,2017/3/6 15:31:31,111秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→学习软件→请教老师、家长,小猿搜题,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,电影、小说,一般,没表态,限制使用,偶尔指导,(空)
+135,2017/3/6 15:31:36,96秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,与同学在线讨论（QQ、微信）,其它,小于1小时,不使用,工具书式→拍照式→视音频讲解,与同学、朋友聊天,无法控制,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋PK
+136,2017/3/6 15:31:46,117秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→请教老师、家长→学习软件→与同学在线讨论（QQ、微信）,作业帮┋百词斩,小于1小时,部分帮助,工具书式→拍照式→视音频讲解,电影、小说,很好,没表态,不过问,偶尔指导,(空)
+137,2017/3/6 15:32:10,83秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,学习软件→查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋网易公开课,小于1小时,很大帮助,拍照式→工具书式→视音频讲解,电影、小说,一般,没表态,限制使用,从不指导,(空)
+138,2017/3/6 15:32:19,82秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题,1~5小时,很大帮助,拍照式→工具书式→视音频讲解,移动学习,一般,没表态,限制使用,经常指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情
+139,2017/3/6 15:32:26,131秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,经常,与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,拍照式,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,限制使用,偶尔指导,身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+140,2017/3/6 15:33:05,80秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,请教老师、家长,作业帮,1~5小时,部分帮助,拍照式,浏览网页、微博等,无法控制,没表态,限制使用,偶尔指导,其它
+141,2017/3/6 15:33:30,158秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长→学习软件,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,电影、小说,很好,认可、鼓励你使用手机学习,不过问,经常指导,(空)
+142,2017/3/6 15:33:53,122秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,小猿搜题┋学霸君,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,电影、小说,一般,没表态,限制使用,偶尔指导,PK
+143,2017/3/6 15:33:55,44秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,学习软件,作业帮┋小猿搜题┋学霸君,1~5小时,部分帮助,拍照式,浏览网页、微博等,一般,认可、鼓励你使用手机学习,限制使用,偶尔指导,其它
+144,2017/3/6 15:34:01,84秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,小猿搜题,1~5小时,部分帮助,工具书式→拍照式→视音频讲解,移动学习,一般,没表态,限制使用,偶尔指导,空余时间的无聊┋放松心情和发泄烦恼的渠道
+145,2017/3/6 15:34:05,80秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,请教老师、家长→与同学在线讨论（QQ、微信）,学霸君,1~5小时,部分帮助,拍照式,浏览网页、微博等,很好,没表态,限制使用,从不指导,(空)
+146,2017/3/6 15:34:13,97秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,很少,学习软件→查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,电影、小说,一般,认可、鼓励你使用手机学习,限制使用,偶尔指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋空余时间的无聊┋PK
+147,2017/3/6 15:34:16,114秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,学习软件,学霸君,小于1小时,部分帮助,拍照式,电影、小说,一般,没表态,不过问,从不指导,空余时间的无聊┋放松心情和发泄烦恼的渠道
+148,2017/3/6 15:34:21,103秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋学霸君,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,电影、小说,一般,没表态,限制使用,经常指导,在游戏中已经取得的等级和地位┋空余时间的无聊┋PK
+149,2017/3/6 15:34:39,88秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→学习软件→请教老师、家长,百词斩┋其它,小于1小时,部分帮助,视音频讲解→工具书式,电影、小说,一般,没表态,限制使用,偶尔指导,其它
+150,2017/3/6 15:34:40,99秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,请教老师、家长,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式,移动学习,一般,主动介绍APP，帮助你进行移动学习,不过问,偶尔指导,空余时间的无聊┋放松心情和发泄烦恼的渠道
+151,2017/3/6 15:34:46,135秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,男,高一,走读,有时,与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书→学习软件,作业帮┋小猿搜题┋学霸君┋百词斩┋扇贝┋网易公开课,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,无法控制,没表态,不过问,偶尔指导,在游戏中已经取得的等级和地位
+152,2017/3/6 15:35:08,167秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,有时,查教辅书→与同学在线讨论（QQ、微信）→学习软件→请教老师、家长,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,无法控制,没表态,限制使用,经常指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋PK
+153,2017/3/6 15:35:31,196秒,1.189.139.58(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,请教老师、家长→查教辅书→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋学霸君┋其它,大于5小时,部分帮助,视音频讲解→工具书式→拍照式,浏览网页、微博等,一般,主动介绍APP，帮助你进行移动学习,限制使用,从不指导,放松心情和发泄烦恼的渠道
+154,2017/3/6 15:35:35,107秒,1.189.139.59(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,与同学在线讨论（QQ、微信）,其它,大于5小时,很大帮助,拍照式,电影、小说,很好,主动介绍APP，帮助你进行移动学习,不过问,经常指导,游戏中和好友之间的交情┋身边有同学或朋友在玩
+155,2017/3/6 15:36:13,120秒,1.189.139.60(黑龙江-哈尔滨),链接,http://192.168.20.100/,女,高一,走读,很少,请教老师、家长→与同学在线讨论（QQ、微信）,小猿搜题,小于1小时,没有帮助,拍照式,电影、小说,无法控制,没表态,限制使用,从不指导,游戏中和好友之间的交情
+156,2017/3/6 16:41:10,117秒,117.136.7.237(黑龙江-哈尔滨),手机提交,直接访问,女,高一,走读,有时,查教辅书,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,拍照式,电影、小说,一般,没表态,限制使用,从不指导,空余时间的无聊
+157,2017/3/6 19:14:31,114秒,223.104.17.205(黑龙江-哈尔滨),手机提交,直接访问,男,高一,走读,有时,查教辅书→请教老师、家长→学习软件→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋学霸君┋百词斩,1~5小时,部分帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,限制使用,从不指导,空余时间的无聊
+158,2017/3/6 19:39:31,139秒,123.166.158.238(黑龙江-哈尔滨),手机提交,直接访问,女,高一,走读,很少,查教辅书→请教老师、家长→学习软件→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,工具书式→视音频讲解→拍照式,浏览网页、微博等,一般,没表态,限制使用,偶尔指导,(空)
+159,2017/3/7 14:34:39,50秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,经常,学习软件,作业帮,小于1小时,很大帮助,拍照式,与同学、朋友聊天,很好,没表态,限制使用,偶尔指导,其它
+160,2017/3/7 14:34:40,65秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,女,初中,住校,很少,查教辅书,其它,小于1小时,不使用,工具书式,与同学、朋友聊天,无法控制,没表态,不过问,从不指导,赚钱
+161,2017/3/7 14:34:46,111秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,有时,与同学在线讨论（QQ、微信）→请教老师、家长,作业帮,大于5小时,部分帮助,视音频讲解→工具书式→拍照式,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,限制使用,偶尔指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋PK┋赚钱┋其它
+162,2017/3/7 14:34:59,132秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,经常,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋学霸君,1~5小时,部分帮助,拍照式,移动学习,一般,没表态,限制使用,偶尔指导,游戏中和好友之间的交情
+163,2017/3/7 14:35:01,73秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,经常,查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长→学习软件,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,不过问,经常指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋PK┋赚钱┋其它
+164,2017/3/7 14:35:01,85秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,有时,与同学在线讨论（QQ、微信）→查教辅书→学习软件→请教老师、家长,小猿搜题,小于1小时,很大帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,没表态,不过问,偶尔指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋空余时间的无聊
+165,2017/3/7 14:35:18,94秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,很少,请教老师、家长→查教辅书→学习软件→与同学在线讨论（QQ、微信）,其它,小于1小时,不使用,工具书式→视音频讲解→拍照式,电影、小说,很好,没表态,不过问,从不指导,(空)
+166,2017/3/7 14:35:18,100秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,有时,学习软件→查教辅书,作业帮┋小猿搜题┋学霸君,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,浏览网页、微博等,一般,认可、鼓励你使用手机学习,不过问,从不指导,在游戏中已经取得的等级和地位┋PK
+167,2017/3/7 14:35:23,99秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,与同学在线讨论（QQ、微信）→请教老师、家长,小猿搜题┋学霸君,小于1小时,部分帮助,视音频讲解→拍照式,与同学、朋友聊天,一般,没表态,限制使用,偶尔指导,身边有同学或朋友在玩┋空余时间的无聊
+168,2017/3/7 14:35:24,106秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,经常,与同学在线讨论（QQ、微信）→请教老师、家长,百词斩┋扇贝,1~5小时,不使用,工具书式,与同学、朋友聊天,一般,没表态,不过问,从不指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋空余时间的无聊
+169,2017/3/7 14:35:38,90秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,很少,查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,其它,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,浏览网页、微博等,很好,没表态,限制使用,经常指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋放松心情和发泄烦恼的渠道┋PK
+170,2017/3/7 14:35:47,85秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋学霸君┋其它,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,电影、小说,一般,没表态,限制使用,从不指导,放松心情和发泄烦恼的渠道
+171,2017/3/7 14:35:49,99秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,请教老师、家长→查教辅书→与同学在线讨论（QQ、微信）→学习软件,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,浏览网页、微博等,一般,没表态,限制使用,从不指导,空余时间的无聊
+172,2017/3/7 14:36:08,152秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,查教辅书→学习软件→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮,1~5小时,部分帮助,拍照式→工具书式→视音频讲解,浏览网页、微博等,很好,没表态,不过问,偶尔指导,(空)
+173,2017/3/7 14:36:10,115秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,学习软件→与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长,小猿搜题,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,电影、小说,一般,认可、鼓励你使用手机学习,不过问,偶尔指导,空余时间的无聊
+174,2017/3/7 14:36:11,108秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,女,初中,住校,经常,请教老师、家长→与同学在线讨论（QQ、微信）→查教辅书→学习软件,小猿搜题,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,电影、小说,无法控制,主动介绍APP，帮助你进行移动学习,不过问,偶尔指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋PK┋赚钱┋其它
+175,2017/3/7 14:36:11,138秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,学习软件→与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长,作业帮┋小猿搜题┋学霸君,1~5小时,很大帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,无法控制,认可、鼓励你使用手机学习,不过问,从不指导,身边有同学或朋友在玩┋空余时间的无聊
+176,2017/3/7 14:36:13,148秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,有时,学习软件→请教老师、家长,小猿搜题┋百词斩┋网易公开课,小于1小时,部分帮助,工具书式→拍照式→视音频讲解,电影、小说,一般,没表态,不过问,从不指导,(空)
+177,2017/3/7 14:36:18,158秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,很少,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,网易公开课,小于1小时,部分帮助,拍照式,移动学习,很好,没表态,限制使用,从不指导,(空)
+178,2017/3/7 14:36:22,161秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,很少,查教辅书→请教老师、家长→学习软件→与同学在线讨论（QQ、微信）,作业帮┋小猿搜题┋学霸君,小于1小时,很大帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+179,2017/3/7 14:36:31,174秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,很少,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）,小猿搜题,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,与同学、朋友聊天,很好,认可、鼓励你使用手机学习,限制使用,偶尔指导,(空)
+180,2017/3/7 14:36:34,156秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,很少,与同学在线讨论（QQ、微信）→学习软件→请教老师、家长→查教辅书,小猿搜题,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,浏览网页、微博等,一般,没表态,禁止使用,偶尔指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋空余时间的无聊
+181,2017/3/7 14:36:35,130秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,学习软件→查教辅书,学霸君,1~5小时,很大帮助,拍照式,浏览网页、微博等,一般,没表态,禁止使用,从不指导,在游戏中已经取得的等级和地位
+182,2017/3/7 14:36:41,173秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,很少,学习软件→与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长,作业帮┋小猿搜题┋学霸君┋百词斩┋扇贝,小于1小时,很大帮助,拍照式→视音频讲解→工具书式,电影、小说,无法控制,没表态,限制使用,从不指导,(空)
+183,2017/3/7 14:36:52,85秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋其它,小于1小时,很大帮助,工具书式→拍照式→视音频讲解,移动学习,无法控制,认可、鼓励你使用手机学习,限制使用,偶尔指导,其它
+184,2017/3/7 14:36:57,189秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,很少,查教辅书→请教老师、家长,其它,小于1小时,不使用,拍照式→视音频讲解,与同学、朋友聊天,很好,没表态,禁止使用,经常指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋放松心情和发泄烦恼的渠道
+185,2017/3/7 14:36:59,192秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋学霸君,1~5小时,很大帮助,拍照式→视音频讲解→工具书式,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,限制使用,偶尔指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩
+186,2017/3/7 14:37:00,115秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,男,高一,走读,很少,与同学在线讨论（QQ、微信）→请教老师、家长,作业帮,小于1小时,没有帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,很好,没表态,限制使用,从不指导,身边有同学或朋友在玩┋放松心情和发泄烦恼的渠道
+187,2017/3/7 14:37:06,164秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）→学习软件,作业帮┋小猿搜题┋学霸君,小于1小时,部分帮助,工具书式→拍照式→视音频讲解,浏览网页、微博等,很好,没表态,限制使用,经常指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋PK┋赚钱
+188,2017/3/7 14:37:18,211秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,与同学在线讨论（QQ、微信）→学习软件→请教老师、家长,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式→视音频讲解,浏览网页、微博等,一般,没表态,限制使用,偶尔指导,(空)
+189,2017/3/7 14:37:27,85秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,经常,与同学在线讨论（QQ、微信）→查教辅书→请教老师、家长→学习软件,作业帮┋小猿搜题┋学霸君┋百词斩┋扇贝┋网易公开课┋其它,大于5小时,没有帮助,视音频讲解→拍照式→工具书式,与同学、朋友聊天,无法控制,没表态,不过问,从不指导,PK
+190,2017/3/7 14:37:30,227秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,学习软件→与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书,作业帮┋小猿搜题┋学霸君┋百词斩┋其它,1~5小时,很大帮助,视音频讲解→拍照式→工具书式,移动学习,一般,认可、鼓励你使用手机学习,限制使用,经常指导,游戏中和好友之间的交情
+191,2017/3/7 14:37:33,199秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,很少,查教辅书→请教老师、家长,学霸君,小于1小时,部分帮助,拍照式,与同学、朋友聊天,无法控制,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋身边有同学或朋友在玩┋空余时间的无聊
+192,2017/3/7 14:37:35,209秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,男,高一,走读,很少,请教老师、家长→查教辅书→与同学在线讨论（QQ、微信）→学习软件,小猿搜题,小于1小时,部分帮助,拍照式→工具书式→视音频讲解,电影、小说,一般,没表态,禁止使用,偶尔指导,身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道
+193,2017/3/7 14:37:41,203秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,查教辅书→学习软件→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题┋学霸君,小于1小时,很大帮助,拍照式→工具书式→视音频讲解,与同学、朋友聊天,一般,没表态,限制使用,从不指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋PK┋赚钱
+194,2017/3/7 14:37:47,235秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,很少,与同学在线讨论（QQ、微信）→请教老师、家长→查教辅书→学习软件,作业帮,小于1小时,不使用,工具书式→拍照式→视音频讲解,与同学、朋友聊天,一般,没表态,限制使用,偶尔指导,其它〖我是个好学生不玩手游〗
+195,2017/3/7 14:37:54,306秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮┋小猿搜题,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,浏览网页、微博等,无法控制,没表态,限制使用,偶尔指导,(空)
+196,2017/3/7 14:37:55,250秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,有时,查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）→学习软件,学霸君┋百词斩┋网易公开课,小于1小时,部分帮助,工具书式→视音频讲解→拍照式,与同学、朋友聊天,一般,认可、鼓励你使用手机学习,限制使用,经常指导,游戏中和好友之间的交情┋放松心情和发泄烦恼的渠道
+197,2017/3/7 14:37:57,240秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,女,高二,走读,有时,学习软件→查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）,小猿搜题┋其它,小于1小时,不使用,拍照式,移动学习,一般,认可、鼓励你使用手机学习,限制使用,从不指导,空余时间的无聊
+198,2017/3/7 14:38:01,254秒,1.189.139.58(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,经常,查教辅书→学习软件→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮,小于1小时,部分帮助,拍照式→视音频讲解→工具书式,电影、小说,一般,没表态,限制使用,从不指导,其它〖有意思〗
+199,2017/3/7 14:38:06,239秒,1.189.139.59(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,很少,学习软件→查教辅书→请教老师、家长→与同学在线讨论（QQ、微信）,作业帮┋百词斩┋网易公开课,小于1小时,很大帮助,拍照式,电影、小说,无法控制,没表态,禁止使用,经常指导,在游戏中已经取得的等级和地位┋游戏中和好友之间的交情┋身边有同学或朋友在玩┋空余时间的无聊┋放松心情和发泄烦恼的渠道┋PK┋赚钱┋其它
+200,2017/3/7 14:38:07,320秒,1.189.139.60(黑龙江-哈尔滨),链接,直接访问,男,高二,走读,很少,学习软件→查教辅书→与同学在线讨论（QQ、微信）→请教老师、家长,作业帮,小于1小时,部分帮助,视音频讲解→拍照式→工具书式,与同学、朋友聊天,一般,没表态,不过问,从不指导,在游戏中已经取得的等级和地位

停车位数据使用数据分析.csv

@@ -0,0 +1,302 @@
+序号,采集时间,层,区域,编号,占位情况,状态
+1,2016/12/8 14:30,B1,A,1,0,内部
+2,2016/12/8 14:30,B1,A,2,0,内部
+3,2016/12/8 14:30,B1,A,3,1,内部
+4,2016/12/8 14:30,B1,A,4,1,内部
+5,2016/12/8 14:30,B1,A,5,1,内部
+6,2016/12/8 14:30,B1,A,6,0,内部
+7,2016/12/8 14:30,B1,A,7,0,内部
+8,2016/12/8 14:30,B1,A,8,0,内部
+9,2016/12/8 14:30,B1,A,9,0,内部
+10,2016/12/8 14:30,B1,A,10,0,内部
+11,2016/12/8 14:30,B1,A,11,1,内部
+12,2016/12/8 14:30,B1,A,12,1,内部
+13,2016/12/8 14:30,B1,A,13,1,内部
+14,2016/12/8 14:30,B1,A,14,0,内部
+15,2016/12/8 14:30,B1,A,15,0,内部
+16,2016/12/8 14:30,B1,A,16,1,内部
+17,2016/12/8 14:30,B1,A,17,1,内部
+18,2016/12/8 14:30,B1,A,18,0,内部
+19,2016/12/8 14:30,B1,A,19,0,内部
+20,2016/12/8 14:30,B1,A,20,1,内部
+21,2016/12/8 14:30,B1,A,21,1,内部
+22,2016/12/8 14:30,B1,A,22,1,内部
+23,2016/12/8 14:30,B1,A,23,0,内部
+24,2016/12/8 14:30,B1,A,24,0,内部
+25,2016/12/8 14:30,B1,A,25,0,内部
+26,2016/12/8 14:30,B1,B,1,1,开放
+27,2016/12/8 14:30,B1,B,2,1,开放
+28,2016/12/8 14:30,B1,B,3,1,开放
+29,2016/12/8 14:30,B1,B,4,1,开放
+30,2016/12/8 14:30,B1,B,5,0,开放
+31,2016/12/8 14:30,B1,B,6,1,开放
+32,2016/12/8 14:30,B1,B,7,1,开放
+33,2016/12/8 14:30,B1,B,8,1,开放
+34,2016/12/8 14:30,B1,B,9,1,开放
+35,2016/12/8 14:30,B1,B,10,0,开放
+36,2016/12/8 14:30,B1,B,11,0,开放
+37,2016/12/8 14:30,B1,B,12,1,开放
+38,2016/12/8 14:30,B1,B,13,1,开放
+39,2016/12/8 14:30,B1,B,14,1,开放
+40,2016/12/8 14:30,B1,B,15,1,开放
+41,2016/12/8 14:30,B1,B,16,0,开放
+42,2016/12/8 14:30,B1,B,17,0,开放
+43,2016/12/8 14:30,B1,B,18,0,开放
+44,2016/12/8 14:30,B1,B,19,1,开放
+45,2016/12/8 14:30,B1,B,20,0,开放
+46,2016/12/8 14:30,B1,B,21,1,开放
+47,2016/12/8 14:30,B1,B,22,0,开放
+48,2016/12/8 14:30,B1,B,23,1,开放
+49,2016/12/8 14:30,B1,B,24,1,开放
+50,2016/12/8 14:30,B1,B,25,1,开放
+51,2016/12/8 14:30,B1,B,26,1,开放
+52,2016/12/8 14:30,B1,B,27,0,开放
+53,2016/12/8 14:30,B1,B,28,1,开放
+54,2016/12/8 14:30,B1,B,29,0,开放
+55,2016/12/8 14:30,B1,B,30,1,开放
+56,2016/12/8 14:30,B1,C,1,0,开放
+57,2016/12/8 14:30,B1,C,2,0,开放
+58,2016/12/8 14:30,B1,C,3,1,开放
+59,2016/12/8 14:30,B1,C,4,1,开放
+60,2016/12/8 14:30,B1,C,5,1,开放
+61,2016/12/8 14:30,B1,C,6,0,开放
+62,2016/12/8 14:30,B1,C,7,1,开放
+63,2016/12/8 14:30,B1,C,8,1,开放
+64,2016/12/8 14:30,B1,C,9,1,开放
+65,2016/12/8 14:30,B1,C,10,0,开放
+66,2016/12/8 14:30,B1,C,11,1,开放
+67,2016/12/8 14:30,B1,C,12,1,开放
+68,2016/12/8 14:30,B1,C,13,1,开放
+69,2016/12/8 14:30,B1,C,14,0,开放
+70,2016/12/8 14:30,B1,C,15,1,开放
+71,2016/12/8 14:30,B1,C,16,0,开放
+72,2016/12/8 14:30,B1,C,17,0,开放
+73,2016/12/8 14:30,B1,C,18,1,开放
+74,2016/12/8 14:30,B1,C,19,1,开放
+75,2016/12/8 14:30,B1,C,20,1,开放
+76,2016/12/8 14:30,B1,C,21,1,开放
+77,2016/12/8 14:30,B1,C,22,0,开放
+78,2016/12/8 14:30,B1,C,23,0,开放
+79,2016/12/8 14:30,B1,C,24,1,开放
+80,2016/12/8 14:30,B1,C,25,1,开放
+81,2016/12/8 14:30,B1,C,26,0,开放
+82,2016/12/8 14:30,B1,C,27,0,开放
+83,2016/12/8 14:30,B1,C,28,0,开放
+84,2016/12/8 14:30,B1,C,29,0,开放
+85,2016/12/8 14:30,B1,C,30,1,开放
+86,2016/12/8 14:30,B1,C,31,1,开放
+87,2016/12/8 14:30,B1,C,32,1,开放
+88,2016/12/8 14:30,B1,C,33,1,开放
+89,2016/12/8 14:30,B1,C,34,1,开放
+90,2016/12/8 14:30,B1,C,35,1,开放
+91,2016/12/8 14:30,B1,C,36,1,开放
+92,2016/12/8 14:30,B1,D,1,0,开放
+93,2016/12/8 14:30,B1,D,2,0,开放
+94,2016/12/8 14:30,B1,D,3,1,开放
+95,2016/12/8 14:30,B1,D,4,0,开放
+96,2016/12/8 14:30,B1,D,5,1,开放
+97,2016/12/8 14:30,B1,D,6,1,开放
+98,2016/12/8 14:30,B1,D,7,0,开放
+99,2016/12/8 14:30,B1,D,8,1,开放
+100,2016/12/8 14:30,B1,D,9,1,开放
+101,2016/12/8 14:30,B1,D,10,0,开放
+102,2016/12/8 14:30,B1,D,11,1,开放
+103,2016/12/8 14:30,B1,D,12,0,开放
+104,2016/12/8 14:30,B1,D,13,1,开放
+105,2016/12/8 14:30,B1,D,14,1,开放
+106,2016/12/8 14:30,B1,D,15,0,开放
+107,2016/12/8 14:30,B1,D,16,0,开放
+108,2016/12/8 14:30,B1,D,17,0,开放
+109,2016/12/8 14:30,B1,D,18,0,开放
+110,2016/12/8 14:30,B1,D,19,1,开放
+111,2016/12/8 14:30,B1,D,20,1,开放
+112,2016/12/8 14:30,B1,D,21,1,开放
+113,2016/12/8 14:30,B1,D,22,1,开放
+114,2016/12/8 14:30,B1,D,23,1,开放
+115,2016/12/8 14:30,B1,D,24,1,开放
+116,2016/12/8 14:30,B1,D,25,0,开放
+117,2016/12/8 14:30,B1,D,26,0,开放
+118,2016/12/8 14:30,B1,D,27,0,开放
+119,2016/12/8 14:30,B1,D,28,0,开放
+120,2016/12/8 14:30,B1,D,29,0,开放
+121,2016/12/8 14:30,B1,D,30,0,开放
+122,2016/12/8 14:30,B1,E,1,1,开放
+123,2016/12/8 14:30,B1,E,2,1,开放
+124,2016/12/8 14:30,B1,E,3,1,开放
+125,2016/12/8 14:30,B1,E,4,1,开放
+126,2016/12/8 14:30,B1,E,5,1,开放
+127,2016/12/8 14:30,B1,E,6,1,开放
+128,2016/12/8 14:30,B1,E,7,1,开放
+129,2016/12/8 14:30,B1,E,8,0,开放
+130,2016/12/8 14:30,B1,E,9,0,开放
+131,2016/12/8 14:30,B1,E,10,1,开放
+132,2016/12/8 14:30,B1,E,11,1,开放
+133,2016/12/8 14:30,B1,E,12,1,开放
+134,2016/12/8 14:30,B1,E,13,1,开放
+135,2016/12/8 14:30,B1,E,14,1,开放
+136,2016/12/8 14:30,B1,E,15,1,开放
+137,2016/12/8 14:30,B1,E,16,1,开放
+138,2016/12/8 14:30,B1,E,17,1,开放
+139,2016/12/8 14:30,B1,E,18,1,开放
+140,2016/12/8 14:30,B1,E,19,1,开放
+141,2016/12/8 14:30,B1,E,20,1,开放
+142,2016/12/8 14:30,B1,E,21,1,开放
+143,2016/12/8 14:30,B1,E,22,1,开放
+144,2016/12/8 14:30,B1,E,23,1,开放
+145,2016/12/8 14:30,B1,E,24,1,开放
+146,2016/12/8 14:30,B1,E,25,1,开放
+147,2016/12/8 14:30,B2,A,1,0,开放
+148,2016/12/8 14:30,B2,A,2,0,开放
+149,2016/12/8 14:30,B2,A,3,0,开放
+150,2016/12/8 14:30,B2,A,4,0,开放
+151,2016/12/8 14:30,B2,A,5,0,开放
+152,2016/12/8 14:30,B2,A,6,1,开放
+153,2016/12/8 14:30,B2,A,7,1,开放
+154,2016/12/8 14:30,B2,A,8,1,开放
+155,2016/12/8 14:30,B2,A,9,0,开放
+156,2016/12/8 14:30,B2,A,10,0,开放
+157,2016/12/8 14:30,B2,A,11,1,开放
+158,2016/12/8 14:30,B2,A,12,1,开放
+159,2016/12/8 14:30,B2,A,13,0,开放
+160,2016/12/8 14:30,B2,A,14,0,开放
+161,2016/12/8 14:30,B2,A,15,0,开放
+162,2016/12/8 14:30,B2,A,16,0,开放
+163,2016/12/8 14:30,B2,A,17,0,开放
+164,2016/12/8 14:30,B2,A,18,0,开放
+165,2016/12/8 14:30,B2,A,19,0,开放
+166,2016/12/8 14:30,B2,A,20,0,开放
+167,2016/12/8 14:30,B2,A,21,0,开放
+168,2016/12/8 14:30,B2,A,22,0,开放
+169,2016/12/8 14:30,B2,A,23,0,开放
+170,2016/12/8 14:30,B2,A,24,0,开放
+171,2016/12/8 14:30,B2,A,25,0,开放
+172,2016/12/8 14:30,B2,A,26,0,开放
+173,2016/12/8 14:30,B2,A,27,0,开放
+174,2016/12/8 14:30,B2,A,28,0,开放
+175,2016/12/8 14:30,B2,A,29,0,开放
+176,2016/12/8 14:30,B2,A,30,0,开放
+177,2016/12/8 14:30,B2,B,1,1,开放
+178,2016/12/8 14:30,B2,B,2,1,开放
+179,2016/12/8 14:30,B2,B,3,0,开放
+180,2016/12/8 14:30,B2,B,4,1,开放
+181,2016/12/8 14:30,B2,B,5,1,开放
+182,2016/12/8 14:30,B2,B,6,0,开放
+183,2016/12/8 14:30,B2,B,7,0,开放
+184,2016/12/8 14:30,B2,B,8,0,开放
+185,2016/12/8 14:30,B2,B,9,1,开放
+186,2016/12/8 14:30,B2,B,10,1,开放
+187,2016/12/8 14:30,B2,B,11,1,开放
+188,2016/12/8 14:30,B2,B,12,0,开放
+189,2016/12/8 14:30,B2,B,13,0,开放
+190,2016/12/8 14:30,B2,B,14,0,开放
+191,2016/12/8 14:30,B2,B,15,1,开放
+192,2016/12/8 14:30,B2,B,16,1,开放
+193,2016/12/8 14:30,B2,B,17,0,开放
+194,2016/12/8 14:30,B2,B,18,0,开放
+195,2016/12/8 14:30,B2,B,19,1,开放
+196,2016/12/8 14:30,B2,B,20,0,开放
+197,2016/12/8 14:30,B2,B,21,0,开放
+198,2016/12/8 14:30,B2,B,22,1,开放
+199,2016/12/8 14:30,B2,B,23,0,开放
+200,2016/12/8 14:30,B2,B,24,0,开放
+201,2016/12/8 14:30,B2,B,25,0,开放
+202,2016/12/8 14:30,B2,B,26,0,开放
+203,2016/12/8 14:30,B2,B,27,0,开放
+204,2016/12/8 14:30,B2,B,28,0,开放
+205,2016/12/8 14:30,B2,B,29,0,开放
+206,2016/12/8 14:30,B2,B,30,0,开放
+207,2016/12/8 14:30,B2,B,31,0,开放
+208,2016/12/8 14:30,B2,C,1,0,关闭
+209,2016/12/8 14:30,B2,C,2,0,关闭
+210,2016/12/8 14:30,B2,C,3,0,关闭
+211,2016/12/8 14:30,B2,C,4,0,关闭
+212,2016/12/8 14:30,B2,C,5,0,关闭
+213,2016/12/8 14:30,B2,C,6,0,关闭
+214,2016/12/8 14:30,B2,C,7,0,关闭
+215,2016/12/8 14:30,B2,C,8,0,关闭
+216,2016/12/8 14:30,B2,C,9,0,关闭
+217,2016/12/8 14:30,B2,C,10,0,关闭
+218,2016/12/8 14:30,B2,C,11,0,关闭
+219,2016/12/8 14:30,B2,C,12,0,关闭
+220,2016/12/8 14:30,B2,C,13,0,关闭
+221,2016/12/8 14:30,B2,C,14,0,关闭
+222,2016/12/8 14:30,B2,C,15,0,关闭
+223,2016/12/8 14:30,B2,C,16,0,关闭
+224,2016/12/8 14:30,B2,C,17,0,关闭
+225,2016/12/8 14:30,B2,C,18,0,关闭
+226,2016/12/8 14:30,B2,C,19,0,关闭
+227,2016/12/8 14:30,B2,C,20,0,关闭
+228,2016/12/8 14:30,B2,C,21,0,关闭
+229,2016/12/8 14:30,B2,C,22,0,关闭
+230,2016/12/8 14:30,B2,C,23,0,关闭
+231,2016/12/8 14:30,B2,C,24,0,关闭
+232,2016/12/8 14:30,B2,C,25,0,关闭
+233,2016/12/8 14:30,B2,C,26,0,关闭
+234,2016/12/8 14:30,B2,C,27,0,关闭
+235,2016/12/8 14:30,B2,C,28,0,关闭
+236,2016/12/8 14:30,B2,C,29,0,关闭
+237,2016/12/8 14:30,B2,C,30,0,关闭
+238,2016/12/8 14:30,B2,D,1,0,关闭
+239,2016/12/8 14:30,B2,D,2,0,关闭
+240,2016/12/8 14:30,B2,D,3,0,关闭
+241,2016/12/8 14:30,B2,D,4,0,关闭
+242,2016/12/8 14:30,B2,D,5,0,关闭
+243,2016/12/8 14:30,B2,D,6,0,关闭
+244,2016/12/8 14:30,B2,D,7,0,关闭
+245,2016/12/8 14:30,B2,D,8,0,关闭
+246,2016/12/8 14:30,B2,D,9,0,关闭
+247,2016/12/8 14:30,B2,D,10,0,关闭
+248,2016/12/8 14:30,B2,D,11,0,关闭
+249,2016/12/8 14:30,B2,D,12,0,关闭
+250,2016/12/8 14:30,B2,D,13,0,关闭
+251,2016/12/8 14:30,B2,D,14,0,关闭
+252,2016/12/8 14:30,B2,D,15,0,关闭
+253,2016/12/8 14:30,B2,D,16,0,关闭
+254,2016/12/8 14:30,B2,D,17,0,关闭
+255,2016/12/8 14:30,B2,D,18,0,关闭
+256,2016/12/8 14:30,B2,D,19,0,关闭
+257,2016/12/8 14:30,B2,D,20,0,关闭
+258,2016/12/8 14:30,B2,D,21,0,关闭
+259,2016/12/8 14:30,B2,D,22,0,关闭
+260,2016/12/8 14:30,B2,D,23,0,关闭
+261,2016/12/8 14:30,B2,D,24,0,关闭
+262,2016/12/8 14:30,B2,D,25,0,关闭
+263,2016/12/8 14:30,B2,D,26,0,关闭
+264,2016/12/8 14:30,B2,D,27,0,关闭
+265,2016/12/8 14:30,B2,D,28,0,关闭
+266,2016/12/8 14:30,B2,D,29,0,关闭
+267,2016/12/8 14:30,B2,D,30,0,关闭
+268,2016/12/8 14:30,B2,D,31,0,关闭
+269,2016/12/8 14:30,B2,D,32,0,关闭
+270,2016/12/8 14:30,B2,E,1,0,关闭
+271,2016/12/8 14:30,B2,E,2,0,关闭
+272,2016/12/8 14:30,B2,E,3,0,关闭
+273,2016/12/8 14:30,B2,E,4,0,关闭
+274,2016/12/8 14:30,B2,E,5,0,关闭
+275,2016/12/8 14:30,B2,E,6,0,关闭
+276,2016/12/8 14:30,B2,E,7,0,关闭
+277,2016/12/8 14:30,B2,E,8,0,关闭
+278,2016/12/8 14:30,B2,E,9,0,关闭
+279,2016/12/8 14:30,B2,E,10,0,关闭
+280,2016/12/8 14:30,B2,E,11,0,关闭
+281,2016/12/8 14:30,B2,E,12,0,关闭
+282,2016/12/8 14:30,B2,E,13,0,关闭
+283,2016/12/8 14:30,B2,E,14,0,关闭
+284,2016/12/8 14:30,B2,E,15,0,关闭
+285,2016/12/8 14:30,B2,E,16,0,关闭
+286,2016/12/8 14:30,B2,E,17,0,关闭
+287,2016/12/8 14:30,B2,E,18,0,关闭
+288,2016/12/8 14:30,B2,E,19,0,关闭
+289,2016/12/8 14:30,B2,E,20,0,关闭
+290,2016/12/8 14:30,B2,E,21,0,关闭
+291,2016/12/8 14:30,B2,E,22,0,关闭
+292,2016/12/8 14:30,B2,E,23,0,关闭
+293,2016/12/8 14:30,B2,E,24,0,关闭
+294,2016/12/8 14:30,B2,E,25,0,关闭
+295,2016/12/8 14:30,B2,E,26,0,关闭
+296,2016/12/8 14:30,B2,E,27,0,关闭
+297,2016/12/8 14:30,B2,E,28,0,关闭
+298,2016/12/8 14:30,B2,E,29,0,关闭
+299,2016/12/8 14:30,B2,E,30,0,关闭
+300,2016/12/8 14:30,B2,E,31,0,关闭
+301,2016/12/8 14:30,B2,E,32,0,关闭

停车位数据使用数据分析2.csv

@@ -0,0 +1,941 @@
+,,,,,,,,时间,层,区,占位数,占位率,,,,,
+,,,车位数,占位数,占位率,,,6:30,B1,A,0,0%,,,,,
+2016/12/8 14:30,B1,A,25,11,44%,,,6:40,B1,A,0,0%,,,,,
+2016/12/8 14:30,B1,B,30,20,67%,,,6:50,B1,A,0,0%,,,,,
+2016/12/8 14:30,B1,C,36,23,64%,,,7:00,B1,A,2,8%,,,,,
+2016/12/8 14:30,B1,D,30,14,47%,,,7:10,B1,A,4,16%,,,,,
+2016/12/8 14:30,B1,E,25,23,92%,,,7:20,B1,A,5,20%,,,,,
+小计,,,146,,,,,7:30,B1,A,5,20%,,,,,
+2016/12/8 14:30,B2,A,30,5,17%,,,7:40,B1,A,5,20%,,,,,
+2016/12/8 14:30,B2,B,31,11,35%,,,7:50,B1,A,5,20%,,,,,
+2016/12/8 14:30,B2,C,30,0,0%,,,8:00,B1,A,5,20%,,,,,
+2016/12/8 14:30,B2,D,32,0,0%,,,8:10,B1,A,6,24%,,,,,
+2016/12/8 14:30,B2,E,32,0,0%,,,8:20,B1,A,6,24%,,,,,
+小计,,,155,,,,,8:30,B1,A,7,28%,,,,,
+总计,,,301,,,,,8:40,B1,A,7,28%,,,,,
+,,,,,,,,8:50,B1,A,10,40%,,,,,
+,,,,,,,,9:00,B1,A,10,40%,,,,,
+,,,,,,,,9:10,B1,A,12,48%,,,,,
+,,,,,,,,9:20,B1,A,12,48%,,,,,
+,,,,,,,,9:30,B1,A,13,52%,,,,,
+,,,,,,,,9:40,B1,A,13,52%,,,,,
+,,,,,,,,9:50,B1,A,13,52%,,,,,
+,,,,,,,,10:00,B1,A,13,52%,,,,,
+,,,,,,,,10:10,B1,A,15,60%,,,,,
+,,,,,,,,10:20,B1,A,13,52%,,,,,
+,,,,,,,,10:30,B1,A,13,52%,,,,,
+,,,,,,,,10:40,B1,A,13,52%,,,,,
+,,,,,,,,10:50,B1,A,13,52%,,,,,
+,,,,,,,,11:00,B1,A,13,52%,,,,,
+,,,,,,,,11:10,B1,A,13,52%,,,,,
+,,,,,,,,11:20,B1,A,13,52%,,,,,
+,,,,,,,,11:30,B1,A,13,52%,,,,,
+,,,,,,,,11:40,B1,A,13,52%,,,,,
+,,,,,,,,11:50,B1,A,13,52%,,,,,
+,,,,,,,,12:00,B1,A,13,52%,,,,,
+,,,,,,,,12:10,B1,A,13,52%,,,,,
+,,,,,,,,12:20,B1,A,12,48%,,,,,
+,,,,,,,,12:30,B1,A,13,52%,,,,,
+,,,,,,,,12:40,B1,A,13,52%,,,,,
+,,,,,,,,12:50,B1,A,13,52%,,,,,
+,,,,,,,,13:00,B1,A,11,44%,,,,,
+,,,,,,,,13:10,B1,A,13,52%,,,,,
+,,,,,,,,13:20,B1,A,13,52%,,,,,
+,,,,,,,,13:30,B1,A,13,52%,,,,,
+,,,,,,,,13:40,B1,A,13,52%,,,,,
+,,,,,,,,13:50,B1,A,13,52%,,,,,
+,,,,,,,,14:00,B1,A,13,52%,,,,,
+,,,,,,,,14:10,B1,A,13,52%,,,,,
+,,,,,,,,14:20,B1,A,13,52%,,,,,
+,,,,,,,,14:30,B1,A,11,44%,,,,,
+,,,,,,,,14:40,B1,A,13,52%,,,,,
+,,,,,,,,14:50,B1,A,13,52%,,,,,
+,,,,,,,,15:00,B1,A,13,52%,,,,,
+,,,,,,,,15:10,B1,A,13,52%,,,,,
+,,,,,,,,15:20,B1,A,13,52%,,,,,
+,,,,,,,,15:30,B1,A,13,52%,,,,,
+,,,,,,,,15:40,B1,A,13,52%,,,,,
+,,,,,,,,15:50,B1,A,13,52%,,,时间,层,求和项:占位数
+,,,,,,,,16:00,B1,A,13,52%,,,6:30,B1,0
+,,,,,,,,16:10,B1,A,13,52%,,,6:30,B2,0
+,,,,,,,,16:20,B1,A,13,52%,,,6:30 汇总,,0
+,,,,,,,,16:30,B1,A,13,52%,,,6:40,B1,2
+,,,,,,,,16:40,B1,A,13,52%,,,6:40,B2,0
+,,,,,,,,16:50,B1,A,13,52%,,,6:40 汇总,,2
+,,,,,,,,17:00,B1,A,13,52%,,,6:50,B1,5
+,,,,,,,,17:10,B1,A,13,52%,,,6:50,B2,0
+,,,,,,,,17:20,B1,A,13,52%,,,6:50 汇总,,5
+,,,,,,,,17:30,B1,A,13,52%,,,7:00,B1,12
+,,,,,,,,17:40,B1,A,13,52%,,,7:00,B2,0
+,,,,,,,,17:50,B1,A,13,52%,,,7:00 汇总,,12
+,,,,,,,,18:00,B1,A,13,52%,,,7:10,B1,20
+,,,,,,,,18:10,B1,A,13,52%,,,7:10,B2,0
+,,,,,,,,18:20,B1,A,13,52%,,,7:10 汇总,,20
+,,,,,,,,18:30,B1,A,13,52%,,,7:20,B1,23
+,,,,,,,,18:40,B1,A,13,52%,,,7:20,B2,0
+,,,,,,,,18:50,B1,A,13,52%,,,7:20 汇总,,23
+,,,,,,,,19:00,B1,A,13,52%,,,7:30,B1,29
+,,,,,,,,19:10,B1,A,13,52%,,,7:30,B2,0
+,,,,,,,,19:20,B1,A,13,52%,,,7:30 汇总,,29
+,,,,,,,,19:30,B1,A,13,52%,,,7:40,B1,40
+,,,,,,,,19:40,B1,A,13,52%,,,7:40,B2,0
+,,,,,,,,19:50,B1,A,13,52%,,,7:40 汇总,,40
+,,,,,,,,20:00,B1,A,13,52%,,,7:50,B1,47
+,,,,,,,,20:10,B1,A,13,52%,,,7:50,B2,0
+,,,,,,,,20:20,B1,A,13,52%,,,7:50 汇总,,47
+,,,,,,,,20:30,B1,A,13,52%,,,8:00,B1,53
+,,,,,,,,20:40,B1,A,13,52%,,,8:00,B2,0
+,,,,,,,,20:50,B1,A,13,52%,,,8:00 汇总,,53
+,,,,,,,,21:00,B1,A,13,52%,,,8:10,B1,69
+,,,,,,,,21:10,B1,A,11,44%,,,8:10,B2,0
+,,,,,,,,21:20,B1,A,10,40%,,,8:10 汇总,,69
+,,,,,,,,21:30,B1,A,5,20%,,,8:20,B1,76
+,,,,,,,,21:40,B1,A,5,20%,,,8:20,B2,0
+,,,,,,,,21:50,B1,A,5,20%,,,8:20 汇总,,76
+,,,,,,,,22:00,B1,A,3,12%,,,8:30,B1,76
+,,,,,,,,6:30,B1,B,0,0%,,,8:30,B2,0
+,,,,,,,,6:40,B1,B,0,0%,,,8:30 汇总,,76
+,,,,,,,,6:50,B1,B,0,0%,,,8:40,B1,87
+,,,,,,,,7:00,B1,B,2,7%,,,8:40,B2,0
+,,,,,,,,7:10,B1,B,6,20%,,,8:40 汇总,,87
+,,,,,,,,7:20,B1,B,6,20%,,,8:50,B1,99
+,,,,,,,,7:30,B1,B,10,33%,,,8:50,B2,0
+,,,,,,,,7:40,B1,B,14,47%,,,8:50 汇总,,99
+,,,,,,,,7:50,B1,B,14,47%,,,9:00,B1,108
+,,,,,,,,8:00,B1,B,18,60%,,,9:00,B2,0
+,,,,,,,,8:10,B1,B,20,67%,,,9:00 汇总,,108
+,,,,,,,,8:20,B1,B,22,73%,,,9:10,B1,113
+,,,,,,,,8:30,B1,B,22,73%,,,9:10,B2,0
+,,,,,,,,8:40,B1,B,23,77%,,,9:10 汇总,,113
+,,,,,,,,8:50,B1,B,25,83%,,,9:20,B1,113
+,,,,,,,,9:00,B1,B,30,100%,,,9:20,B2,0
+,,,,,,,,9:10,B1,B,30,100%,,,9:20 汇总,,113
+,,,,,,,,9:20,B1,B,30,100%,,,9:30,B1,117
+,,,,,,,,9:30,B1,B,30,100%,,,9:30,B2,0
+,,,,,,,,9:40,B1,B,30,100%,,,9:30 汇总,,117
+,,,,,,,,9:50,B1,B,30,100%,,,9:40,B1,118
+,,,,,,,,10:00,B1,B,30,100%,,,9:40,B2,0
+,,,,,,,,10:10,B1,B,30,100%,,,9:40 汇总,,118
+,,,,,,,,10:20,B1,B,30,100%,,,9:50,B1,118
+,,,,,,,,10:30,B1,B,30,100%,,,9:50,B2,0
+,,,,,,,,10:40,B1,B,30,100%,,,9:50 汇总,,118
+,,,,,,,,10:50,B1,B,28,93%,,,10:00,B1,116
+,,,,,,,,11:00,B1,B,30,100%,,,10:00,B2,5
+,,,,,,,,11:10,B1,B,30,100%,,,10:00 汇总,,121
+,,,,,,,,11:20,B1,B,30,100%,,,10:10,B1,122
+,,,,,,,,11:30,B1,B,30,100%,,,10:10,B2,11
+,,,,,,,,11:40,B1,B,29,97%,,,10:10 汇总,,133
+,,,,,,,,11:50,B1,B,30,100%,,,10:20,B1,122
+,,,,,,,,12:00,B1,B,30,100%,,,10:20,B2,18
+,,,,,,,,12:10,B1,B,30,100%,,,10:20 汇总,,140
+,,,,,,,,12:20,B1,B,30,100%,,,10:30,B1,125
+,,,,,,,,12:30,B1,B,30,100%,,,10:30,B2,20
+,,,,,,,,12:40,B1,B,27,90%,,,10:30 汇总,,145
+,,,,,,,,12:50,B1,B,30,100%,,,10:40,B1,125
+,,,,,,,,13:00,B1,B,30,100%,,,10:40,B2,19
+,,,,,,,,13:10,B1,B,30,100%,,,10:40 汇总,,144
+,,,,,,,,13:20,B1,B,30,100%,,,10:50,B1,122
+,,,,,,,,13:30,B1,B,30,100%,,,10:50,B2,24
+,,,,,,,,13:40,B1,B,30,100%,,,10:50 汇总,,146
+,,,,,,,,13:50,B1,B,25,83%,,,11:00,B1,129
+,,,,,,,,14:00,B1,B,25,83%,,,11:00,B2,30
+,,,,,,,,14:10,B1,B,24,80%,,,11:00 汇总,,159
+,,,,,,,,14:20,B1,B,22,73%,,,11:10,B1,133
+,,,,,,,,14:30,B1,B,20,67%,,,11:10,B2,36
+,,,,,,,,14:40,B1,B,18,60%,,,11:10 汇总,,169
+,,,,,,,,14:50,B1,B,13,43%,,,11:20,B1,134
+,,,,,,,,15:00,B1,B,8,27%,,,11:20,B2,38
+,,,,,,,,15:10,B1,B,10,33%,,,11:20 汇总,,172
+,,,,,,,,15:20,B1,B,15,50%,,,11:30,B1,131
+,,,,,,,,15:30,B1,B,16,53%,,,11:30,B2,42
+,,,,,,,,15:40,B1,B,15,50%,,,11:30 汇总,,173
+,,,,,,,,15:50,B1,B,16,53%,,,11:40,B1,131
+,,,,,,,,16:00,B1,B,16,53%,,,11:40,B2,42
+,,,,,,,,16:10,B1,B,20,67%,,,11:40 汇总,,173
+,,,,,,,,16:20,B1,B,26,87%,,,11:50,B1,134
+,,,,,,,,16:30,B1,B,30,100%,,,11:50,B2,46
+,,,,,,,,16:40,B1,B,30,100%,,,11:50 汇总,,180
+,,,,,,,,16:50,B1,B,30,100%,,,12:00,B1,133
+,,,,,,,,17:00,B1,B,30,100%,,,12:00,B2,42
+,,,,,,,,17:10,B1,B,30,100%,,,12:00 汇总,,175
+,,,,,,,,17:20,B1,B,30,100%,,,12:10,B1,131
+,,,,,,,,17:30,B1,B,30,100%,,,12:10,B2,39
+,,,,,,,,17:40,B1,B,30,100%,,,12:10 汇总,,170
+,,,,,,,,17:50,B1,B,30,100%,,,12:20,B1,131
+,,,,,,,,18:00,B1,B,30,100%,,,12:20,B2,40
+,,,,,,,,18:10,B1,B,30,100%,,,12:20 汇总,,171
+,,,,,,,,18:20,B1,B,30,100%,,,12:30,B1,131
+,,,,,,,,18:30,B1,B,30,100%,,,12:30,B2,40
+,,,,,,,,18:40,B1,B,30,100%,,,12:30 汇总,,171
+,,,,,,,,18:50,B1,B,30,100%,,,12:40,B1,125
+,,,,,,,,19:00,B1,B,28,93%,,,12:40,B2,34
+,,,,,,,,19:10,B1,B,28,93%,,,12:40 汇总,,159
+,,,,,,,,19:20,B1,B,30,100%,,,12:50,B1,129
+,,,,,,,,19:30,B1,B,26,87%,,,12:50,B2,33
+,,,,,,,,19:40,B1,B,23,77%,,,12:50 汇总,,162
+,,,,,,,,19:50,B1,B,21,70%,,,13:00,B1,123
+,,,,,,,,20:00,B1,B,21,70%,,,13:00,B2,30
+,,,,,,,,20:10,B1,B,20,67%,,,13:00 汇总,,153
+,,,,,,,,20:20,B1,B,16,53%,,,13:10,B1,124
+,,,,,,,,20:30,B1,B,16,53%,,,13:10,B2,38
+,,,,,,,,20:40,B1,B,13,43%,,,13:10 汇总,,162
+,,,,,,,,20:50,B1,B,10,33%,,,13:20,B1,118
+,,,,,,,,21:00,B1,B,10,33%,,,13:20,B2,32
+,,,,,,,,21:10,B1,B,8,27%,,,13:20 汇总,,150
+,,,,,,,,21:20,B1,B,9,30%,,,13:30,B1,115
+,,,,,,,,21:30,B1,B,5,17%,,,13:30,B2,29
+,,,,,,,,21:40,B1,B,4,13%,,,13:30 汇总,,144
+,,,,,,,,21:50,B1,B,4,13%,,,13:40,B1,109
+,,,,,,,,22:00,B1,B,2,7%,,,13:40,B2,28
+,,,,,,,,6:30,B1,C,0,0%,,,13:40 汇总,,137
+,,,,,,,,6:40,B1,C,2,6%,,,13:50,B1,101
+,,,,,,,,6:50,B1,C,5,14%,,,13:50,B2,30
+,,,,,,,,7:00,B1,C,8,22%,,,13:50 汇总,,131
+,,,,,,,,7:10,B1,C,10,28%,,,14:00,B1,101
+,,,,,,,,7:20,B1,C,12,33%,,,14:00,B2,23
+,,,,,,,,7:30,B1,C,14,39%,,,14:00 汇总,,124
+,,,,,,,,7:40,B1,C,16,44%,,,14:10,B1,96
+,,,,,,,,7:50,B1,C,20,56%,,,14:10,B2,18
+,,,,,,,,8:00,B1,C,18,50%,,,14:10 汇总,,114
+,,,,,,,,8:10,B1,C,25,69%,,,14:20,B1,91
+,,,,,,,,8:20,B1,C,28,78%,,,14:20,B2,22
+,,,,,,,,8:30,B1,C,28,78%,,,14:20 汇总,,113
+,,,,,,,,8:40,B1,C,31,86%,,,14:30,B1,84
+,,,,,,,,8:50,B1,C,36,100%,,,14:30,B2,16
+,,,,,,,,9:00,B1,C,36,100%,,,14:30 汇总,,100
+,,,,,,,,9:10,B1,C,36,100%,,,14:40,B1,79
+,,,,,,,,9:20,B1,C,36,100%,,,14:40,B2,16
+,,,,,,,,9:30,B1,C,36,100%,,,14:40 汇总,,95
+,,,,,,,,9:40,B1,C,35,97%,,,14:50,B1,67
+,,,,,,,,9:50,B1,C,36,100%,,,14:50,B2,20
+,,,,,,,,10:00,B1,C,36,100%,,,14:50 汇总,,87
+,,,,,,,,10:10,B1,C,36,100%,,,15:00,B1,55
+,,,,,,,,10:20,B1,C,36,100%,,,15:00,B2,15
+,,,,,,,,10:30,B1,C,36,100%,,,15:00 汇总,,70
+,,,,,,,,10:40,B1,C,36,100%,,,15:10,B1,59
+,,,,,,,,10:50,B1,C,34,94%,,,15:10,B2,16
+,,,,,,,,11:00,B1,C,34,94%,,,15:10 汇总,,75
+,,,,,,,,11:10,B1,C,36,100%,,,15:20,B1,70
+,,,,,,,,11:20,B1,C,36,100%,,,15:20,B2,10
+,,,,,,,,11:30,B1,C,36,100%,,,15:20 汇总,,80
+,,,,,,,,11:40,B1,C,36,100%,,,15:30,B1,80
+,,,,,,,,11:50,B1,C,36,100%,,,15:30,B2,10
+,,,,,,,,12:00,B1,C,36,100%,,,15:30 汇总,,90
+,,,,,,,,12:10,B1,C,36,100%,,,15:40,B1,77
+,,,,,,,,12:20,B1,C,36,100%,,,15:40,B2,14
+,,,,,,,,12:30,B1,C,36,100%,,,15:40 汇总,,91
+,,,,,,,,12:40,B1,C,35,97%,,,15:50,B1,84
+,,,,,,,,12:50,B1,C,36,100%,,,15:50,B2,20
+,,,,,,,,13:00,B1,C,34,94%,,,15:50 汇总,,104
+,,,,,,,,13:10,B1,C,36,100%,,,16:00,B1,95
+,,,,,,,,13:20,B1,C,32,89%,,,16:00,B2,23
+,,,,,,,,13:30,B1,C,32,89%,,,16:00 汇总,,118
+,,,,,,,,13:40,B1,C,30,83%,,,16:10,B1,105
+,,,,,,,,13:50,B1,C,30,83%,,,16:10,B2,20
+,,,,,,,,14:00,B1,C,30,83%,,,16:10 汇总,,125
+,,,,,,,,14:10,B1,C,28,78%,,,16:20,B1,121
+,,,,,,,,14:20,B1,C,28,78%,,,16:20,B2,20
+,,,,,,,,14:30,B1,C,25,69%,,,16:20 汇总,,141
+,,,,,,,,14:40,B1,C,20,56%,,,16:30,B1,124
+,,,,,,,,14:50,B1,C,20,56%,,,16:30,B2,26
+,,,,,,,,15:00,B1,C,18,50%,,,16:30 汇总,,150
+,,,,,,,,15:10,B1,C,18,50%,,,16:40,B1,125
+,,,,,,,,15:20,B1,C,20,56%,,,16:40,B2,31
+,,,,,,,,15:30,B1,C,25,69%,,,16:40 汇总,,156
+,,,,,,,,15:40,B1,C,25,69%,,,16:50,B1,126
+,,,,,,,,15:50,B1,C,24,67%,,,16:50,B2,31
+,,,,,,,,16:00,B1,C,30,83%,,,16:50 汇总,,157
+,,,,,,,,16:10,B1,C,32,89%,,,17:00,B1,127
+,,,,,,,,16:20,B1,C,36,100%,,,17:00,B2,27
+,,,,,,,,16:30,B1,C,36,100%,,,17:00 汇总,,154
+,,,,,,,,16:40,B1,C,36,100%,,,17:10,B1,126
+,,,,,,,,16:50,B1,C,36,100%,,,17:10,B2,30
+,,,,,,,,17:00,B1,C,36,100%,,,17:10 汇总,,156
+,,,,,,,,17:10,B1,C,36,100%,,,17:20,B1,125
+,,,,,,,,17:20,B1,C,36,100%,,,17:20,B2,29
+,,,,,,,,17:30,B1,C,36,100%,,,17:20 汇总,,154
+,,,,,,,,17:40,B1,C,36,100%,,,17:30,B1,124
+,,,,,,,,17:50,B1,C,36,100%,,,17:30,B2,28
+,,,,,,,,18:00,B1,C,36,100%,,,17:30 汇总,,152
+,,,,,,,,18:10,B1,C,36,100%,,,17:40,B1,128
+,,,,,,,,18:20,B1,C,36,100%,,,17:40,B2,31
+,,,,,,,,18:30,B1,C,36,100%,,,17:40 汇总,,159
+,,,,,,,,18:40,B1,C,36,100%,,,17:50,B1,130
+,,,,,,,,18:50,B1,C,34,94%,,,17:50,B2,35
+,,,,,,,,19:00,B1,C,30,83%,,,17:50 汇总,,165
+,,,,,,,,19:10,B1,C,28,78%,,,18:00,B1,129
+,,,,,,,,19:20,B1,C,26,72%,,,18:00,B2,36
+,,,,,,,,19:30,B1,C,26,72%,,,18:00 汇总,,165
+,,,,,,,,19:40,B1,C,20,56%,,,18:10,B1,128
+,,,,,,,,19:50,B1,C,15,42%,,,18:10,B2,39
+,,,,,,,,20:00,B1,C,12,33%,,,18:10 汇总,,167
+,,,,,,,,20:10,B1,C,10,28%,,,18:20,B1,125
+,,,,,,,,20:20,B1,C,10,28%,,,18:20,B2,38
+,,,,,,,,20:30,B1,C,9,25%,,,18:20 汇总,,163
+,,,,,,,,20:40,B1,C,9,25%,,,18:30,B1,127
+,,,,,,,,20:50,B1,C,5,14%,,,18:30,B2,41
+,,,,,,,,21:00,B1,C,5,14%,,,18:30 汇总,,168
+,,,,,,,,21:10,B1,C,4,11%,,,18:40,B1,128
+,,,,,,,,21:20,B1,C,4,11%,,,18:40,B2,38
+,,,,,,,,21:30,B1,C,4,11%,,,18:40 汇总,,166
+,,,,,,,,21:40,B1,C,4,11%,,,18:50,B1,125
+,,,,,,,,21:50,B1,C,4,11%,,,18:50,B2,38
+,,,,,,,,22:00,B1,C,2,6%,,,18:50 汇总,,163
+,,,,,,,,6:30,B1,D,0,0%,,,19:00,B1,119
+,,,,,,,,6:40,B1,D,0,0%,,,19:00,B2,32
+,,,,,,,,6:50,B1,D,0,0%,,,19:00 汇总,,151
+,,,,,,,,7:00,B1,D,0,0%,,,19:10,B1,117
+,,,,,,,,7:10,B1,D,0,0%,,,19:10,B2,32
+,,,,,,,,7:20,B1,D,0,0%,,,19:10 汇总,,149
+,,,,,,,,7:30,B1,D,0,0%,,,19:20,B1,116
+,,,,,,,,7:40,B1,D,3,10%,,,19:20,B2,32
+,,,,,,,,7:50,B1,D,6,20%,,,19:20 汇总,,148
+,,,,,,,,8:00,B1,D,7,23%,,,19:30,B1,106
+,,,,,,,,8:10,B1,D,12,40%,,,19:30,B2,32
+,,,,,,,,8:20,B1,D,14,47%,,,19:30 汇总,,138
+,,,,,,,,8:30,B1,D,14,47%,,,19:40,B1,88
+,,,,,,,,8:40,B1,D,20,67%,,,19:40,B2,27
+,,,,,,,,8:50,B1,D,20,67%,,,19:40 汇总,,115
+,,,,,,,,9:00,B1,D,24,80%,,,19:50,B1,75
+,,,,,,,,9:10,B1,D,25,83%,,,19:50,B2,21
+,,,,,,,,9:20,B1,D,25,83%,,,19:50 汇总,,96
+,,,,,,,,9:30,B1,D,28,93%,,,20:00,B1,66
+,,,,,,,,9:40,B1,D,28,93%,,,20:00,B2,23
+,,,,,,,,9:50,B1,D,27,90%,,,20:00 汇总,,89
+,,,,,,,,10:00,B1,D,25,83%,,,20:10,B1,61
+,,,,,,,,10:10,B1,D,25,83%,,,20:10,B2,18
+,,,,,,,,10:20,B1,D,28,93%,,,20:10 汇总,,79
+,,,,,,,,10:30,B1,D,28,93%,,,20:20,B1,55
+,,,,,,,,10:40,B1,D,26,87%,,,20:20,B2,20
+,,,,,,,,10:50,B1,D,26,87%,,,20:20 汇总,,75
+,,,,,,,,11:00,B1,D,27,90%,,,20:30,B1,54
+,,,,,,,,11:10,B1,D,29,97%,,,20:30,B2,17
+,,,,,,,,11:20,B1,D,30,100%,,,20:30 汇总,,71
+,,,,,,,,11:30,B1,D,29,97%,,,20:40,B1,50
+,,,,,,,,11:40,B1,D,28,93%,,,20:40,B2,16
+,,,,,,,,11:50,B1,D,30,100%,,,20:40 汇总,,66
+,,,,,,,,12:00,B1,D,29,97%,,,20:50,B1,40
+,,,,,,,,12:10,B1,D,28,93%,,,20:50,B2,16
+,,,,,,,,12:20,B1,D,28,93%,,,20:50 汇总,,56
+,,,,,,,,12:30,B1,D,27,90%,,,21:00,B1,36
+,,,,,,,,12:40,B1,D,27,90%,,,21:00,B2,18
+,,,,,,,,12:50,B1,D,30,100%,,,21:00 汇总,,54
+,,,,,,,,13:00,B1,D,28,93%,,,21:10,B1,28
+,,,,,,,,13:10,B1,D,25,83%,,,21:10,B2,10
+,,,,,,,,13:20,B1,D,25,83%,,,21:10 汇总,,38
+,,,,,,,,13:30,B1,D,20,67%,,,21:20,B1,28
+,,,,,,,,13:40,B1,D,20,67%,,,21:20,B2,9
+,,,,,,,,13:50,B1,D,18,60%,,,21:20 汇总,,37
+,,,,,,,,14:00,B1,D,17,57%,,,21:30,B1,17
+,,,,,,,,14:10,B1,D,17,57%,,,21:30,B2,8
+,,,,,,,,14:20,B1,D,16,53%,,,21:30 汇总,,25
+,,,,,,,,14:30,B1,D,14,47%,,,21:40,B1,13
+,,,,,,,,14:40,B1,D,10,33%,,,21:40,B2,8
+,,,,,,,,14:50,B1,D,8,27%,,,21:40 汇总,,21
+,,,,,,,,15:00,B1,D,8,27%,,,21:50,B1,13
+,,,,,,,,15:10,B1,D,8,27%,,,21:50,B2,5
+,,,,,,,,15:20,B1,D,7,23%,,,21:50 汇总,,18
+,,,,,,,,15:30,B1,D,10,33%,,,22:00,B1,7
+,,,,,,,,15:40,B1,D,9,30%,,,22:00,B2,3
+,,,,,,,,15:50,B1,D,15,50%,,,22:00 汇总,,10
+,,,,,,,,16:00,B1,D,20,67%,,,总计,,10423
+,,,,,,,,16:10,B1,D,20,67%,,,,,
+,,,,,,,,16:20,B1,D,26,87%,,,,,
+,,,,,,,,16:30,B1,D,27,90%,,,,,
+,,,,,,,,16:40,B1,D,26,87%,,,,,
+,,,,,,,,16:50,B1,D,27,90%,,,,,
+,,,,,,,,17:00,B1,D,28,93%,,,,,
+,,,,,,,,17:10,B1,D,28,93%,,,,,
+,,,,,,,,17:20,B1,D,26,87%,,,,,
+,,,,,,,,17:30,B1,D,25,83%,,,,,
+,,,,,,,,17:40,B1,D,29,97%,,,,,
+,,,,,,,,17:50,B1,D,30,100%,,,,,
+,,,,,,,,18:00,B1,D,30,100%,,,,,
+,,,,,,,,18:10,B1,D,29,97%,,,,,
+,,,,,,,,18:20,B1,D,30,100%,,,,,
+,,,,,,,,18:30,B1,D,30,100%,,,,,
+,,,,,,,,18:40,B1,D,29,97%,,,,,
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+,,,,,,,,22:00,B2,E,0,0%,,,,,

停车位数据使用数据分析3.csv

@@ -0,0 +1,283 @@
+时间,层,占位,占位率,,,,
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+下午5:20:00,B2,29,19%,,,,
+下午5:30:00,B2,28,18%,,,,
+下午5:40:00,B2,31,20%,,,,
+下午5:50:00,B2,35,23%,,,,
+下午6:00:00,B2,36,23%,,,,
+下午6:10:00,B2,39,25%,,,,
+下午6:20:00,B2,38,25%,,,,
+下午6:30:00,B2,41,26%,,,,
+下午6:40:00,B2,38,25%,,,,
+下午6:50:00,B2,38,25%,,,,
+下午7:00:00,B2,32,21%,,,,
+下午7:10:00,B2,32,21%,,,,
+下午7:20:00,B2,32,21%,,,,
+下午7:30:00,B2,32,21%,,,,
+下午7:40:00,B2,27,17%,,,,
+下午7:50:00,B2,21,14%,,,,
+下午8:00:00,B2,23,15%,,,,
+下午8:10:00,B2,18,12%,,,,
+下午8:20:00,B2,20,13%,,,,
+下午8:30:00,B2,17,11%,,,,
+下午8:40:00,B2,16,10%,,,,
+下午8:50:00,B2,16,10%,,,,
+下午9:00:00,B2,18,12%,,,,
+下午9:10:00,B2,10,6%,,,,
+下午9:20:00,B2,9,6%,,,,
+下午9:30:00,B2,8,5%,,,,
+下午9:40:00,B2,8,5%,,,,
+下午9:50:00,B2,5,3%,,,,
+下午10:00:00,B2,3,2%,,时间,占位,占位率
+10:00 汇总,上午10:00:00,121,40%,,上午6:30:00,0,0%
+10:10 汇总,上午10:10:00,133,44%,,上午6:40:00,2,1%
+10:20 汇总,上午10:20:00,140,47%,,上午6:50:00,5,2%
+10:30 汇总,上午10:30:00,145,48%,,上午7:00:00,12,4%
+10:40 汇总,上午10:40:00,144,48%,,上午7:10:00,20,7%
+10:50 汇总,上午10:50:00,146,49%,,上午7:20:00,23,8%
+11:00 汇总,上午11:00:00,159,53%,,上午7:30:00,29,10%
+11:10 汇总,上午11:10:00,169,56%,,上午7:40:00,40,13%
+11:20 汇总,上午11:20:00,172,57%,,上午7:50:00,47,16%
+11:30 汇总,上午11:30:00,173,57%,,上午8:00:00,53,18%
+11:40 汇总,上午11:40:00,173,57%,,上午8:10:00,69,23%
+11:50 汇总,上午11:50:00,180,60%,,上午8:20:00,76,25%
+12:00 汇总,下午12:00:00,175,58%,,上午8:30:00,76,25%
+12:10 汇总,下午12:10:00,170,56%,,上午8:40:00,87,29%
+12:20 汇总,下午12:20:00,171,57%,,上午8:50:00,99,33%
+12:30 汇总,下午12:30:00,171,57%,,上午9:00:00,108,36%
+12:40 汇总,下午12:40:00,159,53%,,上午9:10:00,113,38%
+12:50 汇总,下午12:50:00,162,54%,,上午9:20:00,113,38%
+13:00 汇总,下午1:00:00,153,51%,,上午9:30:00,117,39%
+13:10 汇总,下午1:10:00,162,54%,,上午9:40:00,118,39%
+13:20 汇总,下午1:20:00,150,50%,,上午9:50:00,118,39%
+13:30 汇总,下午1:30:00,144,48%,,上午10:00:00,121,40%
+13:40 汇总,下午1:40:00,137,46%,,上午10:10:00,133,44%
+13:50 汇总,下午1:50:00,131,44%,,上午10:20:00,140,47%
+14:00 汇总,下午2:00:00,124,41%,,上午10:30:00,145,48%
+14:10 汇总,下午2:10:00,114,38%,,上午10:40:00,144,48%
+14:20 汇总,下午2:20:00,113,38%,,上午10:50:00,146,49%
+14:30 汇总,下午2:30:00,100,33%,,上午11:00:00,159,53%
+14:40 汇总,下午2:40:00,95,32%,,上午11:10:00,169,56%
+14:50 汇总,下午2:50:00,87,29%,,上午11:20:00,172,57%
+15:00 汇总,下午3:00:00,70,23%,,上午11:30:00,173,57%
+15:10 汇总,下午3:10:00,75,25%,,上午11:40:00,173,57%
+15:20 汇总,下午3:20:00,80,27%,,上午11:50:00,180,60%
+15:30 汇总,下午3:30:00,90,30%,,下午12:00:00,175,58%
+15:40 汇总,下午3:40:00,91,30%,,下午12:10:00,170,56%
+15:50 汇总,下午3:50:00,104,35%,,下午12:20:00,171,57%
+16:00 汇总,下午4:00:00,118,39%,,下午12:30:00,171,57%
+16:10 汇总,下午4:10:00,125,42%,,下午12:40:00,159,53%
+16:20 汇总,下午4:20:00,141,47%,,下午12:50:00,162,54%
+16:30 汇总,下午4:30:00,150,50%,,下午1:00:00,153,51%
+16:40 汇总,下午4:40:00,156,52%,,下午1:10:00,162,54%
+16:50 汇总,下午4:50:00,157,52%,,下午1:20:00,150,50%
+17:00 汇总,下午5:00:00,154,51%,,下午1:30:00,144,48%
+17:10 汇总,下午5:10:00,156,52%,,下午1:40:00,137,46%
+17:20 汇总,下午5:20:00,154,51%,,下午1:50:00,131,44%
+17:30 汇总,下午5:30:00,152,50%,,下午2:00:00,124,41%
+17:40 汇总,下午5:40:00,159,53%,,下午2:10:00,114,38%
+17:50 汇总,下午5:50:00,165,55%,,下午2:20:00,113,38%
+18:00 汇总,下午6:00:00,165,55%,,下午2:30:00,100,33%
+18:10 汇总,下午6:10:00,167,55%,,下午2:40:00,95,32%
+18:20 汇总,下午6:20:00,163,54%,,下午2:50:00,87,29%
+18:30 汇总,下午6:30:00,168,56%,,下午3:00:00,70,23%
+18:40 汇总,下午6:40:00,166,55%,,下午3:10:00,75,25%
+18:50 汇总,下午6:50:00,163,54%,,下午3:20:00,80,27%
+19:00 汇总,下午7:00:00,151,50%,,下午3:30:00,90,30%
+19:10 汇总,下午7:10:00,149,50%,,下午3:40:00,91,30%
+19:20 汇总,下午7:20:00,148,49%,,下午3:50:00,104,35%
+19:30 汇总,下午7:30:00,138,46%,,下午4:00:00,118,39%
+19:40 汇总,下午7:40:00,115,38%,,下午4:10:00,125,42%
+19:50 汇总,下午7:50:00,96,32%,,下午4:20:00,141,47%
+20:00 汇总,下午8:00:00,89,30%,,下午4:30:00,150,50%
+20:10 汇总,下午8:10:00,79,26%,,下午4:40:00,156,52%
+20:20 汇总,下午8:20:00,75,25%,,下午4:50:00,157,52%
+20:30 汇总,下午8:30:00,71,24%,,下午5:00:00,154,51%
+20:40 汇总,下午8:40:00,66,22%,,下午5:10:00,156,52%
+20:50 汇总,下午8:50:00,56,19%,,下午5:20:00,154,51%
+21:00 汇总,下午9:00:00,54,18%,,下午5:30:00,152,50%
+21:10 汇总,下午9:10:00,38,13%,,下午5:40:00,159,53%
+21:20 汇总,下午9:20:00,37,12%,,下午5:50:00,165,55%
+21:30 汇总,下午9:30:00,25,8%,,下午6:00:00,165,55%
+21:40 汇总,下午9:40:00,21,7%,,下午6:10:00,167,55%
+21:50 汇总,下午9:50:00,18,6%,,下午6:20:00,163,54%
+22:00 汇总,下午10:00:00,10,3%,,下午6:30:00,168,56%
+6:30 汇总,上午6:30:00,0,0%,,下午6:40:00,166,55%
+6:40 汇总,上午6:40:00,2,1%,,下午6:50:00,163,54%
+6:50 汇总,上午6:50:00,5,2%,,下午7:00:00,151,50%
+7:00 汇总,上午7:00:00,12,4%,,下午7:10:00,149,50%
+7:10 汇总,上午7:10:00,20,7%,,下午7:20:00,148,49%
+7:20 汇总,上午7:20:00,23,8%,,下午7:30:00,138,46%
+7:30 汇总,上午7:30:00,29,10%,,下午7:40:00,115,38%
+7:40 汇总,上午7:40:00,40,13%,,下午7:50:00,96,32%
+7:50 汇总,上午7:50:00,47,16%,,下午8:00:00,89,30%
+8:00 汇总,上午8:00:00,53,18%,,下午8:10:00,79,26%
+8:10 汇总,上午8:10:00,69,23%,,下午8:20:00,75,25%
+8:20 汇总,上午8:20:00,76,25%,,下午8:30:00,71,24%
+8:30 汇总,上午8:30:00,76,25%,,下午8:40:00,66,22%
+8:40 汇总,上午8:40:00,87,29%,,下午8:50:00,56,19%
+8:50 汇总,上午8:50:00,99,33%,,下午9:00:00,54,18%
+9:00 汇总,上午9:00:00,108,36%,,下午9:10:00,38,13%
+9:10 汇总,上午9:10:00,113,38%,,下午9:20:00,37,12%
+9:20 汇总,上午9:20:00,113,38%,,下午9:30:00,25,8%
+9:30 汇总,上午9:30:00,117,39%,,下午9:40:00,21,7%
+9:40 汇总,上午9:40:00,118,39%,,下午9:50:00,18,6%
+9:50 汇总,上午9:50:00,118,39%,,下午10:00:00,10,3%

停车费计算.csv

@@ -0,0 +1,7 @@
+停车费模拟计算表,,,,,,,
+序号,车牌,驶入时间,缴费时间,应付费,是否0-1小时,实付费,备注
+1,沪A87353,2016/2/28 11:00,2016/2/28 11:25,¥5.00 ,TRUE,¥0.00 ,0-1小时免费
+2,沪A39493,2016/2/28 7:50,2016/2/28 9:45,¥5.00 ,FALSE,¥5.00 ,
+3,沪C03813,2016/2/28 22:00,2016/2/29 5:30,¥5.00 ,FALSE,¥5.00 ,
+4,沪A09373,2016/2/28 7:15,2016/2/28 21:37,¥5.00 ,FALSE,¥5.00 ,1天
+5,沪A43983,2016/2/28 10:23,2016/3/3 13:43,¥25.00 ,FALSE,¥25.00 ,5天

手写数字识别.ipynb

@@ -0,0 +1,230 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'1.13.1'"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import tensorflow as tf\n",
+    "import tensorflow.examples.tutorials.mnist.input_data as input_data\n",
+    "\n",
+    "tf.__version__"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Extracting MNIST_data/train-images-idx3-ubyte.gz\n",
+      "Extracting MNIST_data/train-labels-idx1-ubyte.gz\n",
+      "Extracting MNIST_data/t10k-images-idx3-ubyte.gz\n",
+      "Extracting MNIST_data/t10k-labels-idx1-ubyte.gz\n"
+     ]
+    }
+   ],
+   "source": [
+    "MNIST=input_data.read_data_sets(\"MNIST_data\", one_hot=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.9149\n"
+     ]
+    }
+   ],
+   "source": [
+    "# 定义一个占位符x\n",
+    "x = tf.placeholder(tf.float32, [None, 784])  # 张量的形状是[None, 784]，None表第一个维度任意\n",
+    "\n",
+    "# 定义变量W,b,是可以被修改的张量，用来存放机器学习模型参数\n",
+    "W = tf.Variable(tf.zeros([784, 10]))\n",
+    "b = tf.Variable(tf.zeros([10]))\n",
+    "\n",
+    "# 实现模型, y是预测分布\n",
+    "y = tf.nn.softmax(tf.matmul(x, W) + b)\n",
+    "\n",
+    "# 训练模型，y_是实际分布\n",
+    "y_ = tf.placeholder(\"float\", [None, 10])\n",
+    "cross_entropy = -tf.reduce_sum(y_ * tf.log(y))  # 交叉嫡，cost function\n",
+    "\n",
+    "# 使用梯度下降来降低cost，学习速率为0.01\n",
+    "train_step = tf.train.GradientDescentOptimizer(0.01).minimize(cross_entropy)\n",
+    "\n",
+    "# 初始化已经创建的变量\n",
+    "init = tf.global_variables_initializer()\n",
+    "\n",
+    "# 在一个Session中启动模型，并初始化变量\n",
+    "sess = tf.Session()\n",
+    "sess.run(init)\n",
+    "\n",
+    "# # 训练模型，运行1000次，每次随机抽取100个\n",
+    "for i in range(1, 1000):\n",
+    "    batch_xs, batch_ys = MNIST.train.next_batch(100)\n",
+    "    sess.run(train_step, feed_dict={x: batch_xs, y_: batch_ys})\n",
+    "\n",
+    "# 验证正确率\n",
+    "correct_prediction = tf.equal(tf.argmax(y, 1), tf.argmax(y_, 1))\n",
+    "accuracy = tf.reduce_mean(tf.cast(correct_prediction, 'float'))\n",
+    "print(sess.run(accuracy, feed_dict={x: MNIST.test.images, y_: MNIST.test.labels}))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "当前迭代次数为0，训练正确率为0.8999999761581421\n",
+      "当前迭代次数为200，训练正确率为0.9200000166893005\n",
+      "当前迭代次数为400，训练正确率为0.9100000262260437\n",
+      "当前迭代次数为600，训练正确率为0.9399999976158142\n",
+      "当前迭代次数为800，训练正确率为0.8999999761581421\n",
+      "当前迭代次数为1000，训练正确率为0.8799999952316284\n",
+      "当前迭代次数为1200，训练正确率为0.9200000166893005\n",
+      "当前迭代次数为1400，训练正确率为0.9100000262260437\n",
+      "当前迭代次数为1600，训练正确率为0.9200000166893005\n",
+      "当前迭代次数为1800，训练正确率为0.8399999737739563\n",
+      "当前迭代次数为2000，训练正确率为0.8899999856948853\n",
+      "当前迭代次数为2200，训练正确率为0.8700000047683716\n",
+      "当前迭代次数为2400，训练正确率为0.8999999761581421\n",
+      "当前迭代次数为2600，训练正确率为0.8899999856948853\n",
+      "当前迭代次数为2800，训练正确率为0.8999999761581421\n",
+      "当前迭代次数为3000，训练正确率为0.9100000262260437\n",
+      "当前迭代次数为3200，训练正确率为0.949999988079071\n",
+      "当前迭代次数为3400，训练正确率为0.9300000071525574\n",
+      "当前迭代次数为3600，训练正确率为0.8999999761581421\n",
+      "当前迭代次数为3800，训练正确率为0.9100000262260437\n",
+      "当前迭代次数为4000，训练正确率为0.9700000286102295\n",
+      "当前迭代次数为4200，训练正确率为0.8899999856948853\n",
+      "当前迭代次数为4400，训练正确率为0.8999999761581421\n",
+      "当前迭代次数为4600，训练正确率为0.9300000071525574\n",
+      "当前迭代次数为4800，训练正确率为0.9399999976158142\n",
+      "当前迭代次数为5000，训练正确率为0.8899999856948853\n",
+      "当前迭代次数为5200，训练正确率为0.9100000262260437\n",
+      "当前迭代次数为5400，训练正确率为0.9100000262260437\n",
+      "当前迭代次数为5600，训练正确率为0.9100000262260437\n",
+      "当前迭代次数为5800，训练正确率为0.9300000071525574\n",
+      "当前迭代次数为6000，训练正确率为0.9200000166893005\n",
+      "当前迭代次数为6200，训练正确率为0.8700000047683716\n",
+      "当前迭代次数为6400，训练正确率为0.9200000166893005\n",
+      "当前迭代次数为6600，训练正确率为0.9399999976158142\n",
+      "当前迭代次数为6800，训练正确率为0.8999999761581421\n",
+      "当前迭代次数为7000，训练正确率为0.9300000071525574\n",
+      "当前迭代次数为7200，训练正确率为0.9300000071525574\n",
+      "当前迭代次数为7400，训练正确率为0.9300000071525574\n",
+      "当前迭代次数为7600，训练正确率为0.8799999952316284\n",
+      "当前迭代次数为7800，训练正确率为0.9100000262260437\n",
+      "当前迭代次数为8000，训练正确率为0.8999999761581421\n",
+      "当前迭代次数为8200，训练正确率为0.9599999785423279\n",
+      "当前迭代次数为8400，训练正确率为0.9300000071525574\n",
+      "当前迭代次数为8600，训练正确率为0.8799999952316284\n",
+      "当前迭代次数为8800，训练正确率为0.9200000166893005\n",
+      "当前迭代次数为9000，训练正确率为0.8600000143051147\n",
+      "当前迭代次数为9200，训练正确率为0.9700000286102295\n",
+      "当前迭代次数为9400，训练正确率为0.9200000166893005\n",
+      "当前迭代次数为9600，训练正确率为0.8899999856948853\n",
+      "当前迭代次数为9800，训练正确率为0.8799999952316284\n"
+     ]
+    }
+   ],
+   "source": [
+    " \n",
+    "for i in range(10000):\n",
+    "    batch = MNIST.train.next_batch(100)\n",
+    "    if i % 200 == 0:\n",
+    "        print(\"当前迭代次数为{}，训练正确率为{}\".format(i, accuracy.eval(feed_dict={x:batch[0], y_: batch[1]},session=sess)))\n",
+    "        train_step.run(feed_dict={x: batch[0], y_: batch[1]},session=sess)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " 测试正确率为 0.912\n"
+     ]
+    }
+   ],
+   "source": [
+    "#测试阶段\n",
+    "print(\" 测试正确率为 %g\"%accuracy.eval(feed_dict={x: MNIST.test.images, y_: MNIST.test.labels},session=sess)) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}