diff --git a/TIOBE指数编程排名——揭笔雨.ipynb b/TIOBE指数编程排名——揭笔雨.ipynb
new file mode 100644
index 0000000..c790bdf
--- /dev/null
+++ b/TIOBE指数编程排名——揭笔雨.ipynb
@@ -0,0 +1,238 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "24173524",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "from bs4 import BeautifulSoup\n",
+    "import pandas as pd\n",
+    "import xlwt\n",
+    "import matplotlib.pyplot as plt\n",
+    "from matplotlib import font_manager  #字体\n",
+    "from matplotlib.pyplot import MultipleLocator   #设置刻度间隔\n",
+    "\n",
+    "head_th=[]\n",
+    "data=[]\n",
+    "body_data={}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "bc2cd58d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#爬取网页\n",
+    "def getHTMLText(url):\n",
+    "    headers={\n",
+    "        'user-agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/100.0.4896.60 Safari/537.36 Edg/100.0.1185.29'\n",
+    "    }\n",
+    "    try:\n",
+    "        response = requests.get(url, headers=headers)\n",
+    "        body = response.content.decode('utf-8')     #对响应源码进行utf-8解码 得到文本内容\n",
+    "        return body\n",
+    "    except:\n",
+    "        print('请求错误')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "id": "fccbd7f4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#解析数据\n",
+    "def dealData(soup):\n",
+    "    table=soup.find('table',id='top20')    #通过id查找指定的table\n",
+    "\n",
+    "    head=table.find('thead')            #找到thead\n",
+    "    # print(table)\n",
+    "    for th in head.find('tr').findAll('th'):\n",
+    "        head_th.append(th.string)       #获取th下的内容\n",
+    "    head_th.pop(2)   #去除重复的th\n",
+    "\n",
+    "    body=table.find('tbody')         #获取tbody\n",
+    "    for tr in body.findAll('tr'):\n",
+    "        body_td=[]\n",
+    "        for td in tr.findAll('td'):\n",
+    "            if td.string is None:\n",
+    "                continue\n",
+    "            body_td.append(td.string)\n",
+    "        data.append(body_td)\n",
+    "    return data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "1380c43f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#保存数据\n",
+    "def saveData(data):\n",
+    "    #通过二维数组创建表格\n",
+    "    df=pd.DataFrame(data,columns=head_th)\n",
+    "    pd.set_option('display.colheader_justify', 'center')\n",
+    "    print(head_th)\n",
+    "    print(data)\n",
+    "    print(df)\n",
+    "    df.to_excel(r'.\\TIOBE.xlsx')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "d2303a46",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#可视化\n",
+    "def view():\n",
+    "    #获取数据\n",
+    "    df = pd.read_excel(\"TIOBE.xlsx\")  # 使用pandas读取excel文件\n",
+    "    df = df.drop(df.columns[[0]], axis=1)     #删除第一列（行索引）\n",
+    "    columns = df.columns   #取出每一列\n",
+    "    res = []\n",
+    "    for c in columns:       #每一列为一个元素\n",
+    "        d = df[c].values.tolist()\n",
+    "        res.append(d)\n",
+    "    rate_list=res[3]        #取出ratings\n",
+    "    for i in range(len(rate_list)):\n",
+    "        rate_list[i]=rate_list[i].replace('%','')   #去除%\n",
+    "        rate_list[i]=eval(rate_list[i])\n",
+    "        \n",
+    "    language_list=res[2]    #取出language\n",
+    "    \n",
+    "    fig,ax=plt.subplots(figsize=(20,20))\n",
+    "    colors = ['#b4cee4', '#cdecc6', '#dfcce5', '#fedaa8', '#ff8000']\n",
+    "    language_list.reverse()\n",
+    "    rate_list.reverse()\n",
+    "    head_th.reverse()\n",
+    "    \n",
+    "    rects=plt.barh(language_list,rate_list,color=colors)    #创建横向条形图\n",
+    "    ax.xaxis.set_major_locator(MultipleLocator(1))       #把x轴的主刻度设置为1的倍数\n",
+    "    plt.yticks(range(20),language_list,fontsize=15)     #设置y轴的值\n",
+    "    plt.xlim(0,15)\n",
+    "    plt.xticks(size=15)    #刻度大小\n",
+    "\n",
+    "    # 为每个条形图添加数值标签\n",
+    "    for x,y in enumerate(rate_list):\n",
+    "        text=plt.text(y+0.1,x,'%s' %y,va='center')\n",
+    "        text.set_fontsize(15)\n",
+    "        \n",
+    "    #添加横纵坐标，标题\n",
+    "    my_font = font_manager.FontProperties(fname = \"C:/Windows/Fonts/STKAITI.TTF\")\n",
+    "    plt.ylabel(\"语言\",fontproperties = my_font,fontsize = 22)\n",
+    "    plt.xlabel(\"占比\",fontproperties = my_font,fontsize = 22)\n",
+    "    plt.title(\"TIOBE指数前20名排行开发语言\",fontproperties = my_font,fontsize = 25)\n",
+    "\n",
+    "    plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "873e131f",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['Apr 2022', 'Apr 2021', 'Programming Language', 'Ratings', 'Change']\n",
+      "[['1', '3', 'Python', '13.92%', '+2.88%'], ['2', '1', 'C', '12.71%', '-1.61%'], ['3', '2', 'Java', '10.82%', '-0.41%'], ['4', '4', 'C++', '8.28%', '+1.14%'], ['5', '5', 'C#', '6.82%', '+1.91%'], ['6', '6', 'Visual Basic', '5.40%', '+0.85%'], ['7', '7', 'JavaScript', '2.41%', '-0.03%'], ['8', '8', 'Assembly language', '2.35%', '+0.03%'], ['9', '10', 'SQL', '2.28%', '+0.45%'], ['10', '9', 'PHP', '1.64%', '-0.19%'], ['11', '16', 'R', '1.55%', '+0.44%'], ['12', '12', 'Delphi/Object Pascal', '1.18%', '-0.29%'], ['13', '14', 'Go', '1.09%', '-0.14%'], ['14', '15', 'Swift', '1.00%', '-0.19%'], ['15', '13', 'Ruby', '0.88%', '-0.35%'], ['16', '11', 'Classic Visual Basic', '0.83%', '-0.71%'], ['17', '23', 'Objective-C', '0.82%', '+0.15%'], ['18', '18', 'Perl', '0.79%', '-0.21%'], ['19', '37', 'Lua', '0.78%', '+0.45%'], ['20', '19', 'MATLAB', '0.74%', '-0.25%']]\n",
+      "   Apr 2022 Apr 2021  Programming Language Ratings  Change\n",
+      "0      1        3                   Python  13.92%  +2.88%\n",
+      "1      2        1                        C  12.71%  -1.61%\n",
+      "2      3        2                     Java  10.82%  -0.41%\n",
+      "3      4        4                      C++   8.28%  +1.14%\n",
+      "4      5        5                       C#   6.82%  +1.91%\n",
+      "5      6        6             Visual Basic   5.40%  +0.85%\n",
+      "6      7        7               JavaScript   2.41%  -0.03%\n",
+      "7      8        8        Assembly language   2.35%  +0.03%\n",
+      "8      9       10                      SQL   2.28%  +0.45%\n",
+      "9     10        9                      PHP   1.64%  -0.19%\n",
+      "10    11       16                        R   1.55%  +0.44%\n",
+      "11    12       12     Delphi/Object Pascal   1.18%  -0.29%\n",
+      "12    13       14                       Go   1.09%  -0.14%\n",
+      "13    14       15                    Swift   1.00%  -0.19%\n",
+      "14    15       13                     Ruby   0.88%  -0.35%\n",
+      "15    16       11     Classic Visual Basic   0.83%  -0.71%\n",
+      "16    17       23              Objective-C   0.82%  +0.15%\n",
+      "17    18       18                     Perl   0.79%  -0.21%\n",
+      "18    19       37                      Lua   0.78%  +0.45%\n",
+      "19    20       19                   MATLAB   0.74%  -0.25%\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 1440x1440 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "def main():\n",
+    "    url = \"https://www.tiobe.com/tiobe-index/\"\n",
+    "    html = getHTMLText(url)\n",
+    "    soup = BeautifulSoup(html, \"html.parser\")\n",
+    "    data = dealData(soup)\n",
+    "    saveData(data)\n",
+    "    view()\n",
+    "\n",
+    "if __name__ == '__main__':\n",
+    "    main()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "acfe47cf",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d4aa195c",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": "3.9.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}