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finance/财报数据获取/AK数据.ipynb
2025-09-17 18:35:03 +08:00

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{
"cells": [
{
"cell_type": "code",
"id": "initial_id",
"metadata": {
"collapsed": true,
"ExecuteTime": {
"end_time": "2025-09-17T06:55:22.412512Z",
"start_time": "2025-09-17T06:55:22.408378Z"
}
},
"source": [
"import akshare as ak\n",
"\n",
"from 材料准备.财报信息 import cash_flow_df"
],
"outputs": [],
"execution_count": 2
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-17T08:14:35.182720Z",
"start_time": "2025-09-17T08:14:34.118763Z"
}
},
"cell_type": "code",
"source": [
"balance_df = ak.stock_financial_report_sina(stock='sz000002', symbol=\"资产负债表\")\n",
"balance_df = balance_df[balance_df['报告日'].str.endswith('1231', na=False)]\n",
"balance_df"
],
"id": "1f71e81a30099c5f",
"outputs": [
{
"data": {
"text/plain": [
" 报告日 流动资产 货币资金 结算备付金 拆出资金 交易性金融资产 买入返售金融资产 \\\n",
"2 20241231 NaN 88162865022.029999 NaN NaN 176748124.89 NaN \n",
"6 20231231 NaN 99813755447.809998 NaN NaN 13614110.32 NaN \n",
"10 20221231 NaN 137207634925.270004 NaN NaN 18142344.65 NaN \n",
"14 20211231 NaN 149352444288.76001 NaN NaN 20587130.2 NaN \n",
"18 20201231 NaN 195230723369.880005 NaN NaN 170479737.23 NaN \n",
"22 20191231 NaN 166194595726.420013 NaN NaN 11735265424.66 NaN \n",
"26 20181231 NaN 188417446836.140015 NaN NaN 11900806302.82 NaN \n",
"30 20171231 NaN 174121009199.929993 NaN NaN NaN NaN \n",
"34 20161231 NaN 87032118210.630005 NaN NaN NaN NaN \n",
"38 20151231 NaN 53180381016.339996 NaN NaN NaN NaN \n",
"42 20141231 NaN 62715253375.940002 NaN NaN NaN NaN \n",
"46 20131231 NaN 44365409795.230003 NaN NaN NaN NaN \n",
"50 20121231 NaN 52291542055.489998 NaN NaN NaN NaN \n",
"54 20111231 NaN 34239514295.080002 NaN NaN NaN NaN \n",
"58 20101231 NaN 37816932911.839996 NaN NaN NaN NaN \n",
"62 20091231 NaN 23001923830.799999 NaN NaN 740470.77 NaN \n",
"66 20081231 NaN 19978285929.919998 NaN NaN NaN NaN \n",
"70 20071231 NaN 17046504584.309999 NaN NaN NaN NaN \n",
"74 20061231 NaN 10743695198.09 NaN NaN 2304725.76 NaN \n",
"78 20051231 NaN 3249034710.39 NaN NaN NaN NaN \n",
"82 20041231 NaN 3131999521.63 NaN NaN NaN NaN \n",
"86 20031231 NaN 968784720.92 NaN NaN NaN NaN \n",
"90 20021231 NaN 1187405566.3 NaN NaN NaN NaN \n",
"94 20011231 NaN 805381417.19 NaN NaN NaN NaN \n",
"96 20001231 NaN 995745160.05 NaN NaN 602499.0 NaN \n",
"98 19991231 NaN 760922596.47 NaN NaN 813410.0 NaN \n",
"100 19981231 NaN 576515552.09 NaN NaN 2376901.31 NaN \n",
"102 19971231 NaN 711664824.74 NaN NaN 31058621.57 NaN \n",
"104 19961231 NaN 597858560.26 NaN NaN 77513774.91 NaN \n",
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"110 19931231 NaN 690288269.04 NaN NaN 48855807.14 NaN \n",
"111 19921231 NaN 204653478.04 NaN NaN 16649792.24 NaN \n",
"\n",
" 衍生金融资产 应收票据及应收账款 应收票据 ... 归属于母公司股东权益合计 \\\n",
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"\n",
" 少数股东权益 所有者权益(或股东权益)合计 负债和所有者权益(或股东权益)总计 数据源 \\\n",
"2 136188174510.740005 338854662483.740051 1286259859765.819824 定期报告 \n",
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"90 45689831.6 3552653817.51 8215822308.3 定期报告 \n",
"94 1992329.96 3126082290.11 6482911630.82 其他 \n",
"96 59446218.12 2965644960.7 5622247214.95 其他 \n",
"98 53280451.87 2146310711.04 4494664465.95 其他 \n",
"100 114292845.86 2101854021.19 4037977498.58 其他 \n",
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"\n",
" 是否审计 公告日期 币种 类型 更新日期 \n",
"2 是 20250823 CNY 合并期末 2025-03-31T20:10:13 \n",
"6 是 20250401 CNY 合并期末 2024-03-28T20:10:06 \n",
"10 是 20240329 CNY 合并期末 2023-03-30T20:30:03 \n",
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"18 是 20220331 CNY 合并期末 2021-03-30T20:55:03 \n",
"22 是 20210331 CNY 合并期末 2020-03-17T21:00:02 \n",
"26 是 20200318 CNY 合并期末 2020-03-13T15:29:48 \n",
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"34 是 20180327 CNY 合并期末 2020-03-13T15:29:48 \n",
"38 是 20170327 CNY 合并期末 2020-03-13T15:29:48 \n",
"42 是 20160314 CNY 合并期末 2020-03-13T15:29:48 \n",
"46 是 20150331 CNY 合并期末 2020-03-13T15:29:48 \n",
"50 是 20140307 CNY 合并期末 2020-03-13T15:29:48 \n",
"54 是 20130228 CNY 合并期末 2020-03-13T15:29:48 \n",
"58 是 20120313 CNY 合并期末 2020-03-13T15:29:48 \n",
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"66 是 20100302 CNY 合并期末 2020-03-13T15:29:48 \n",
"70 是 20090310 CNY 合并期末 2020-03-13T15:29:48 \n",
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"98 是 20000330 CNY 合并期末 2020-03-13T15:29:48 \n",
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"104 是 19970410 CNY 合并期末 2020-03-13T15:29:48 \n",
"106 未审计 19960425 CNY 合并期末 2020-03-13T15:29:48 \n",
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" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>20161231</td>\n",
" <td>NaN</td>\n",
" <td>87032118210.630005</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>458671184.1</td>\n",
" <td>2075256823.79</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>113444766722.649994</td>\n",
" <td>48231804558.349998</td>\n",
" <td>161676571281.0</td>\n",
" <td>830674213924.140015</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20180327</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>20151231</td>\n",
" <td>NaN</td>\n",
" <td>53180381016.339996</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>122195279.19</td>\n",
" <td>2510653269.96</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>100183517822.330002</td>\n",
" <td>36126099498.690002</td>\n",
" <td>136309617321.020004</td>\n",
" <td>611295567689.290039</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20170327</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>20141231</td>\n",
" <td>NaN</td>\n",
" <td>62715253375.940002</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>36404522.58</td>\n",
" <td>1894071801.08</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>88164569909.350006</td>\n",
" <td>27729047010.619999</td>\n",
" <td>115893616919.970001</td>\n",
" <td>508408755415.650024</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20160314</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>20131231</td>\n",
" <td>NaN</td>\n",
" <td>44365409795.230003</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>3078969781.37</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>76895983339.699997</td>\n",
" <td>28543440058.93</td>\n",
" <td>105439423398.630005</td>\n",
" <td>479205323490.539978</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20150331</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>20121231</td>\n",
" <td>NaN</td>\n",
" <td>52291542055.489998</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>1886548523.49</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>63825553925.300003</td>\n",
" <td>18312641062.799999</td>\n",
" <td>82138194988.100006</td>\n",
" <td>378801615075.369995</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20140307</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>20111231</td>\n",
" <td>NaN</td>\n",
" <td>34239514295.080002</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>1514813781.1</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>52967795010.410004</td>\n",
" <td>14864743536.620001</td>\n",
" <td>67832538547.029999</td>\n",
" <td>296208440030.049988</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20130228</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>20101231</td>\n",
" <td>NaN</td>\n",
" <td>37816932911.839996</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>1594024561.07</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>44232676791.110001</td>\n",
" <td>10353522851.299999</td>\n",
" <td>54586199642.410004</td>\n",
" <td>215637551741.829987</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20120313</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>20091231</td>\n",
" <td>NaN</td>\n",
" <td>23001923830.799999</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>740470.77</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>713191906.14</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>37375888061.139999</td>\n",
" <td>8032624392.93</td>\n",
" <td>45408512454.07</td>\n",
" <td>137608554829.390015</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20110308</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>20081231</td>\n",
" <td>NaN</td>\n",
" <td>19978285929.919998</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>922774844.24</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>31891925262.400002</td>\n",
" <td>6926624218.8</td>\n",
" <td>38818549481.199997</td>\n",
" <td>119236579721.089996</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20100302</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>20071231</td>\n",
" <td>NaN</td>\n",
" <td>17046504584.309999</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>864883012.55</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>29278647601.200001</td>\n",
" <td>4640875427.84</td>\n",
" <td>33919523029.040001</td>\n",
" <td>100094467908.289993</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20090310</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>74</th>\n",
" <td>20061231</td>\n",
" <td>NaN</td>\n",
" <td>10743695198.09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>2304725.76</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>364609673.22</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>14928547736.299999</td>\n",
" <td>2524955810.69</td>\n",
" <td>17453503546.990002</td>\n",
" <td>49919840381.129997</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20080321</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>20051231</td>\n",
" <td>NaN</td>\n",
" <td>3249034710.39</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>377307701.04</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>8309602557.04</td>\n",
" <td>271620671.03</td>\n",
" <td>8581223228.07</td>\n",
" <td>21992392061.299999</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20070320</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>82</th>\n",
" <td>20041231</td>\n",
" <td>NaN</td>\n",
" <td>3131999521.63</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>375047445.81</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>6202198786.7</td>\n",
" <td>102248755.37</td>\n",
" <td>6304447542.07</td>\n",
" <td>15534422529.76</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20060321</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>20031231</td>\n",
" <td>NaN</td>\n",
" <td>968784720.92</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>269464752.24</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>4701359103.82</td>\n",
" <td>59101290.73</td>\n",
" <td>4760460394.55</td>\n",
" <td>10561040095.700001</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20050322</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90</th>\n",
" <td>20021231</td>\n",
" <td>NaN</td>\n",
" <td>1187405566.3</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>302297113.93</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>3506963985.91</td>\n",
" <td>45689831.6</td>\n",
" <td>3552653817.51</td>\n",
" <td>8215822308.3</td>\n",
" <td>定期报告</td>\n",
" <td>是</td>\n",
" <td>20040309</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>20011231</td>\n",
" <td>NaN</td>\n",
" <td>805381417.19</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>355887200.87</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>3124089960.15</td>\n",
" <td>1992329.96</td>\n",
" <td>3126082290.11</td>\n",
" <td>6482911630.82</td>\n",
" <td>其他</td>\n",
" <td>是</td>\n",
" <td>20020315</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96</th>\n",
" <td>20001231</td>\n",
" <td>NaN</td>\n",
" <td>995745160.05</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>602499.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>401581405.45</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>2906198742.58</td>\n",
" <td>59446218.12</td>\n",
" <td>2965644960.7</td>\n",
" <td>5622247214.95</td>\n",
" <td>其他</td>\n",
" <td>是</td>\n",
" <td>20010320</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>19991231</td>\n",
" <td>NaN</td>\n",
" <td>760922596.47</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>813410.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>388046879.19</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>2093030259.17</td>\n",
" <td>53280451.87</td>\n",
" <td>2146310711.04</td>\n",
" <td>4494664465.95</td>\n",
" <td>其他</td>\n",
" <td>是</td>\n",
" <td>20000330</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>100</th>\n",
" <td>19981231</td>\n",
" <td>NaN</td>\n",
" <td>576515552.09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>2376901.31</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>252944294.21</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>1987561175.33</td>\n",
" <td>114292845.86</td>\n",
" <td>2101854021.19</td>\n",
" <td>4037977498.58</td>\n",
" <td>其他</td>\n",
" <td>是</td>\n",
" <td>19990414</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>19971231</td>\n",
" <td>NaN</td>\n",
" <td>711664824.74</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>31058621.57</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>484684822.92</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>1834650111.74</td>\n",
" <td>152927242.2</td>\n",
" <td>1987577353.94</td>\n",
" <td>3959626453.0</td>\n",
" <td>其他</td>\n",
" <td>是</td>\n",
" <td>19980408</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>19961231</td>\n",
" <td>NaN</td>\n",
" <td>597858560.26</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>77513774.91</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>363554162.78</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>1333235597.93</td>\n",
" <td>171890891.32</td>\n",
" <td>1505126489.25</td>\n",
" <td>3466124320.3</td>\n",
" <td>其他</td>\n",
" <td>是</td>\n",
" <td>19970410</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>106</th>\n",
" <td>19951231</td>\n",
" <td>NaN</td>\n",
" <td>504524626.71</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>56936110.62</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>369305070.4</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>1179492645.8</td>\n",
" <td>182764159.08</td>\n",
" <td>1362256804.88</td>\n",
" <td>3234377489.99</td>\n",
" <td>其他</td>\n",
" <td>未审计</td>\n",
" <td>19960425</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108</th>\n",
" <td>19941231</td>\n",
" <td>NaN</td>\n",
" <td>465064440.24</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>42488988.68</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>224680993.21</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>1089371037.68</td>\n",
" <td>58520321.1</td>\n",
" <td>1147891358.78</td>\n",
" <td>2675187672.11</td>\n",
" <td>其他</td>\n",
" <td>未审计</td>\n",
" <td>19950424</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>19931231</td>\n",
" <td>NaN</td>\n",
" <td>690288269.04</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>48855807.14</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>71384446.96</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>928417358.16</td>\n",
" <td>1887862.52</td>\n",
" <td>930305220.68</td>\n",
" <td>2136158632.31</td>\n",
" <td>其他</td>\n",
" <td>未审计</td>\n",
" <td>19940426</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>19921231</td>\n",
" <td>NaN</td>\n",
" <td>204653478.04</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>16649792.24</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>58948594.28</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>235426866.35</td>\n",
" <td>1781863.37</td>\n",
" <td>237208729.72</td>\n",
" <td>962522585.86</td>\n",
" <td>其他</td>\n",
" <td>未审计</td>\n",
" <td>19921231</td>\n",
" <td>CNY</td>\n",
" <td>合并期末</td>\n",
" <td>2020-03-13T15:29:48</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>33 rows × 147 columns</p>\n",
"</div>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 20
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-17T08:15:06.548477Z",
"start_time": "2025-09-17T08:15:02.560179Z"
}
},
"cell_type": "code",
"source": [
"balance_df = ak.stock_balance_sheet_by_yearly_em(symbol='SZ000002')\n",
"balance_df"
],
"id": "8bb86f0d6d2b2f9b",
"outputs": [
{
"data": {
"text/plain": [
" 0%| | 0/7 [00:00<?, ?it/s]"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "8a2925308a60432ab193377ccf456adc"
}
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"metadata": {},
"output_type": "display_data",
"jetTransient": {
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}
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{
"data": {
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" SECUCODE SECURITY_CODE SECURITY_NAME_ABBR ORG_CODE ORG_TYPE \\\n",
"0 000002.SZ 000002 万科A 10004086 通用 \n",
"1 000002.SZ 000002 万科A 10004086 通用 \n",
"2 000002.SZ 000002 万科A 10004086 通用 \n",
"3 000002.SZ 000002 万科A 10004086 通用 \n",
"4 000002.SZ 000002 万科A 10004086 通用 \n",
"5 000002.SZ 000002 万科A 10004086 通用 \n",
"6 000002.SZ 000002 万科A 10004086 通用 \n",
"7 000002.SZ 000002 万科A 10004086 通用 \n",
"8 000002.SZ 000002 万科A 10004086 通用 \n",
"9 000002.SZ 000002 万科A 10004086 通用 \n",
"10 000002.SZ 000002 万科A 10004086 通用 \n",
"11 000002.SZ 000002 万科A 10004086 通用 \n",
"12 000002.SZ 000002 万科A 10004086 通用 \n",
"13 000002.SZ 000002 万科A 10004086 通用 \n",
"14 000002.SZ 000002 万科A 10004086 通用 \n",
"15 000002.SZ 000002 万科A 10004086 通用 \n",
"16 000002.SZ 000002 万科A 10004086 通用 \n",
"17 000002.SZ 000002 万科A 10004086 通用 \n",
"18 000002.SZ 000002 万科A 10004086 通用 \n",
"19 000002.SZ 000002 万科A 10004086 通用 \n",
"20 000002.SZ 000002 万科A 10004086 通用 \n",
"21 000002.SZ 000002 万科A 10004086 通用 \n",
"22 000002.SZ 000002 万科A 10004086 通用 \n",
"23 000002.SZ 000002 万科A 10004086 通用 \n",
"24 000002.SZ 000002 万科A 10004086 通用 \n",
"25 000002.SZ 000002 万科A 10004086 通用 \n",
"26 000002.SZ 000002 万科A 10004086 通用 \n",
"27 000002.SZ 000002 万科A 10004086 通用 \n",
"28 000002.SZ 000002 万科A 10004086 通用 \n",
"29 000002.SZ 000002 万科A 10004086 通用 \n",
"30 000002.SZ 000002 万科A 10004086 通用 \n",
"31 000002.SZ 000002 万科A 10004086 通用 \n",
"32 000002.SZ 000002 万科A 10004086 通用 \n",
"\n",
" REPORT_DATE REPORT_TYPE REPORT_DATE_NAME SECURITY_TYPE_CODE \\\n",
"0 2024-12-31 00:00:00 年报 2024年报 058001001 \n",
"1 2023-12-31 00:00:00 年报 2023年报 058001001 \n",
"2 2022-12-31 00:00:00 年报 2022年报 058001001 \n",
"3 2021-12-31 00:00:00 年报 2021年报 058001001 \n",
"4 2020-12-31 00:00:00 年报 2020年报 058001001 \n",
"5 2019-12-31 00:00:00 年报 2019年报 058001001 \n",
"6 2018-12-31 00:00:00 年报 2018年报 058001001 \n",
"7 2017-12-31 00:00:00 年报 2017年报 058001001 \n",
"8 2016-12-31 00:00:00 年报 2016年报 058001001 \n",
"9 2015-12-31 00:00:00 年报 2015年报 058001001 \n",
"10 2014-12-31 00:00:00 年报 2014年报 058001001 \n",
"11 2013-12-31 00:00:00 年报 2013年报 058001001 \n",
"12 2012-12-31 00:00:00 年报 2012年报 058001001 \n",
"13 2011-12-31 00:00:00 年报 2011年报 058001001 \n",
"14 2010-12-31 00:00:00 年报 2010年报 058001001 \n",
"15 2009-12-31 00:00:00 年报 2009年报 058001001 \n",
"16 2008-12-31 00:00:00 年报 2008年报 058001001 \n",
"17 2007-12-31 00:00:00 年报 2007年报 058001001 \n",
"18 2006-12-31 00:00:00 年报 2006年报 058001001 \n",
"19 2005-12-31 00:00:00 年报 2005年报 058001001 \n",
"20 2004-12-31 00:00:00 年报 2004年报 058001001 \n",
"21 2003-12-31 00:00:00 年报 2003年报 058001001 \n",
"22 2002-12-31 00:00:00 年报 2002年报 058001001 \n",
"23 2001-12-31 00:00:00 年报 2001年报 058001001 \n",
"24 2000-12-31 00:00:00 年报 2000年报 058001001 \n",
"25 1999-12-31 00:00:00 年报 1999年报 058001001 \n",
"26 1998-12-31 00:00:00 年报 1998年报 058001001 \n",
"27 1997-12-31 00:00:00 年报 1997年报 058001001 \n",
"28 1996-12-31 00:00:00 年报 1996年报 058001001 \n",
"29 1995-12-31 00:00:00 年报 1995年报 058001001 \n",
"30 1994-12-31 00:00:00 年报 1994年报 058001001 \n",
"31 1993-12-31 00:00:00 年报 1993年报 058001001 \n",
"32 1992-12-31 00:00:00 年报 1992年报 058001001 \n",
"\n",
" NOTICE_DATE ... TRADE_FINASSET_YOY TRADE_FINLIAB_NOTFVTPL_YOY \\\n",
"0 2025-04-01 00:00:00 ... NaN NaN \n",
"1 2024-03-29 00:00:00 ... NaN NaN \n",
"2 2023-03-31 00:00:00 ... NaN 0.0 \n",
"3 2022-03-31 00:00:00 ... NaN NaN \n",
"4 2021-03-31 00:00:00 ... NaN NaN \n",
"5 2020-03-18 00:00:00 ... NaN NaN \n",
"6 2019-03-26 00:00:00 ... NaN NaN \n",
"7 2018-03-27 00:00:00 ... NaN NaN \n",
"8 2017-04-28 00:00:00 ... NaN NaN \n",
"9 2016-03-14 00:00:00 ... NaN NaN \n",
"10 2015-03-31 00:00:00 ... NaN NaN \n",
"11 2014-03-07 00:00:00 ... NaN NaN \n",
"12 2013-02-28 00:00:00 ... NaN NaN \n",
"13 2012-03-13 00:00:00 ... NaN NaN \n",
"14 2011-03-08 00:00:00 ... NaN NaN \n",
"15 2011-03-08 00:00:00 ... NaN NaN \n",
"16 2010-03-02 00:00:00 ... NaN NaN \n",
"17 2009-03-10 00:00:00 ... NaN NaN \n",
"18 2007-03-20 00:00:00 ... NaN NaN \n",
"19 2007-03-20 00:00:00 ... NaN NaN \n",
"20 2006-03-21 00:00:00 ... NaN NaN \n",
"21 2005-03-22 00:00:00 ... NaN NaN \n",
"22 2004-03-09 00:00:00 ... NaN NaN \n",
"23 2003-03-18 00:00:00 ... NaN NaN \n",
"24 2002-03-15 00:00:00 ... -25.929236 NaN \n",
"25 2001-03-20 00:00:00 ... -65.778554 NaN \n",
"26 2000-03-30 00:00:00 ... -92.347048 NaN \n",
"27 1998-04-08 00:00:00 ... -59.931481 NaN \n",
"28 1997-04-10 00:00:00 ... 36.141675 NaN \n",
"29 1996-04-25 00:00:00 ... 34.002038 NaN \n",
"30 1995-04-24 00:00:00 ... -13.031856 NaN \n",
"31 1994-04-26 00:00:00 ... 193.431933 NaN \n",
"32 1994-04-26 00:00:00 ... NaN NaN \n",
"\n",
" TRADE_FINLIAB_YOY TREASURY_SHARES_YOY UNASSIGN_RPOFIT_YOY \\\n",
"0 NaN 0.0 -52.852365 \n",
"1 NaN 0.0 -4.486702 \n",
"2 NaN NaN 5.734129 \n",
"3 NaN NaN -5.810319 \n",
"4 NaN NaN 3.214127 \n",
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"6 NaN NaN 18.857913 \n",
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"8 NaN NaN 16.355070 \n",
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"10 NaN NaN 14.400433 \n",
"11 NaN NaN 37.540293 \n",
"12 -100.000000 NaN 40.948708 \n",
"13 13.200648 NaN 40.565834 \n",
"14 NaN NaN 52.925460 \n",
"15 NaN NaN 42.432128 \n",
"16 -91.912626 NaN 53.345445 \n",
"17 NaN NaN 385.027363 \n",
"18 NaN NaN 35.443498 \n",
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"20 NaN NaN 67.881704 \n",
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"22 NaN NaN 2898.926693 \n",
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"27 NaN NaN -5.636638 \n",
"28 NaN NaN 2040.632379 \n",
"29 NaN NaN -97.518503 \n",
"30 NaN NaN 12.037977 \n",
"31 NaN NaN NaN \n",
"32 NaN NaN NaN \n",
"\n",
" UNCONFIRM_INVEST_LOSS_YOY USERIGHT_ASSET_YOY OPINION_TYPE \\\n",
"0 NaN -15.778866 标准无保留意见 \n",
"1 NaN -11.760342 标准无保留意见 \n",
"2 NaN -8.495733 标准无保留意见 \n",
"3 NaN -3.839802 标准无保留意见 \n",
"4 NaN 13.890715 标准无保留意见 \n",
"5 NaN NaN 标准无保留意见 \n",
"6 NaN NaN 标准无保留意见 \n",
"7 NaN NaN 标准无保留意见 \n",
"8 NaN NaN 标准无保留意见 \n",
"9 NaN NaN 标准无保留意见 \n",
"10 NaN NaN 标准无保留意见 \n",
"11 NaN NaN 标准无保留意见 \n",
"12 NaN NaN 标准无保留意见 \n",
"13 NaN NaN 标准无保留意见 \n",
"14 NaN NaN 标准无保留意见 \n",
"15 NaN NaN 标准无保留意见 \n",
"16 NaN NaN 标准无保留意见 \n",
"17 NaN NaN 标准无保留意见 \n",
"18 NaN NaN 标准无保留意见 \n",
"19 NaN NaN 标准无保留意见 \n",
"20 NaN NaN 标准无保留意见 \n",
"21 NaN NaN 标准无保留意见 \n",
"22 NaN NaN 标准无保留意见 \n",
"23 NaN NaN 标准无保留意见 \n",
"24 NaN NaN 标准无保留意见 \n",
"25 NaN NaN 标准无保留意见 \n",
"26 NaN NaN None \n",
"27 NaN NaN None \n",
"28 NaN NaN None \n",
"29 NaN NaN None \n",
"30 NaN NaN NaN \n",
"31 NaN NaN NaN \n",
"32 NaN NaN NaN \n",
"\n",
" OSOPINION_TYPE LISTING_STATE \n",
"0 None 0 \n",
"1 None 0 \n",
"2 None 0 \n",
"3 标准无保留意见 0 \n",
"4 None 0 \n",
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"26 NaN 0 \n",
"27 NaN 0 \n",
"28 NaN 0 \n",
"29 NaN 0 \n",
"30 NaN 0 \n",
"31 NaN 0 \n",
"32 NaN 0 \n",
"\n",
"[33 rows x 319 columns]"
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" <td>2022-12-31 00:00:00</td>\n",
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" <td>2023-03-31 00:00:00</td>\n",
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" <td>5.734129</td>\n",
" <td>NaN</td>\n",
" <td>-8.495733</td>\n",
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" <td>None</td>\n",
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" <td>000002.SZ</td>\n",
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" <td>年报</td>\n",
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" <td>058001001</td>\n",
" <td>2017-04-28 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
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" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
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" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2015-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2015年报</td>\n",
" <td>058001001</td>\n",
" <td>2016-03-14 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>25.254340</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
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" <td>10004086</td>\n",
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" <td>2014-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2014年报</td>\n",
" <td>058001001</td>\n",
" <td>2015-03-31 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
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" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
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" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2013-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2013年报</td>\n",
" <td>058001001</td>\n",
" <td>2014-03-07 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>37.540293</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2012-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2012年报</td>\n",
" <td>058001001</td>\n",
" <td>2013-02-28 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-100.000000</td>\n",
" <td>NaN</td>\n",
" <td>40.948708</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2011-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2011年报</td>\n",
" <td>058001001</td>\n",
" <td>2012-03-13 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>13.200648</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2010-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2010年报</td>\n",
" <td>058001001</td>\n",
" <td>2011-03-08 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>52.925460</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2009-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2009年报</td>\n",
" <td>058001001</td>\n",
" <td>2011-03-08 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>42.432128</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2008-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2008年报</td>\n",
" <td>058001001</td>\n",
" <td>2010-03-02 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-91.912626</td>\n",
" <td>NaN</td>\n",
" <td>53.345445</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2007-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2007年报</td>\n",
" <td>058001001</td>\n",
" <td>2009-03-10 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>385.027363</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2006-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2006年报</td>\n",
" <td>058001001</td>\n",
" <td>2007-03-20 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>35.443498</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
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" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2005-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2005年报</td>\n",
" <td>058001001</td>\n",
" <td>2007-03-20 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>47.981144</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
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" <td>10004086</td>\n",
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" <td>年报</td>\n",
" <td>2004年报</td>\n",
" <td>058001001</td>\n",
" <td>2006-03-21 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>67.881704</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
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" <td>10004086</td>\n",
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" <td>年报</td>\n",
" <td>2003年报</td>\n",
" <td>058001001</td>\n",
" <td>2005-03-22 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>78.461798</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
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" <td>000002</td>\n",
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" <td>10004086</td>\n",
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" <td>2002-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2002年报</td>\n",
" <td>058001001</td>\n",
" <td>2004-03-09 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>2898.926693</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
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" <td>10004086</td>\n",
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" <td>2001-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2001年报</td>\n",
" <td>058001001</td>\n",
" <td>2003-03-18 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>121.741194</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2000-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2000年报</td>\n",
" <td>058001001</td>\n",
" <td>2002-03-15 00:00:00</td>\n",
" <td>...</td>\n",
" <td>-25.929236</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-161.158275</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1999-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1999年报</td>\n",
" <td>058001001</td>\n",
" <td>2001-03-20 00:00:00</td>\n",
" <td>...</td>\n",
" <td>-65.778554</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-46.074596</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1998-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1998年报</td>\n",
" <td>058001001</td>\n",
" <td>2000-03-30 00:00:00</td>\n",
" <td>...</td>\n",
" <td>-92.347048</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-26.099106</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>None</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1997-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1997年报</td>\n",
" <td>058001001</td>\n",
" <td>1998-04-08 00:00:00</td>\n",
" <td>...</td>\n",
" <td>-59.931481</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-5.636638</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>None</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1996-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1996年报</td>\n",
" <td>058001001</td>\n",
" <td>1997-04-10 00:00:00</td>\n",
" <td>...</td>\n",
" <td>36.141675</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>2040.632379</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>None</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1995-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1995年报</td>\n",
" <td>058001001</td>\n",
" <td>1996-04-25 00:00:00</td>\n",
" <td>...</td>\n",
" <td>34.002038</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-97.518503</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>None</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1994-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1994年报</td>\n",
" <td>058001001</td>\n",
" <td>1995-04-24 00:00:00</td>\n",
" <td>...</td>\n",
" <td>-13.031856</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>12.037977</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1993-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1993年报</td>\n",
" <td>058001001</td>\n",
" <td>1994-04-26 00:00:00</td>\n",
" <td>...</td>\n",
" <td>193.431933</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
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" <td>年报</td>\n",
" <td>1992年报</td>\n",
" <td>058001001</td>\n",
" <td>1994-04-26 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>33 rows × 319 columns</p>\n",
"</div>"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 21
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-17T08:17:39.849471Z",
"start_time": "2025-09-17T08:17:37.067647Z"
}
},
"cell_type": "code",
"source": [
"income_df = ak.stock_profit_sheet_by_yearly_em(symbol='SZ000002')\n",
"income_df"
],
"id": "dd6209b27bbbf47f",
"outputs": [
{
"data": {
"text/plain": [
" 0%| | 0/7 [00:00<?, ?it/s]"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "87f7a1c9442a4fb3801af57e6a2beb35"
}
},
"metadata": {},
"output_type": "display_data",
"jetTransient": {
"display_id": null
}
},
{
"data": {
"text/plain": [
" SECUCODE SECURITY_CODE SECURITY_NAME_ABBR ORG_CODE ORG_TYPE \\\n",
"0 000002.SZ 000002 万科A 10004086 通用 \n",
"1 000002.SZ 000002 万科A 10004086 通用 \n",
"2 000002.SZ 000002 万科A 10004086 通用 \n",
"3 000002.SZ 000002 万科A 10004086 通用 \n",
"4 000002.SZ 000002 万科A 10004086 通用 \n",
"5 000002.SZ 000002 万科A 10004086 通用 \n",
"6 000002.SZ 000002 万科A 10004086 通用 \n",
"7 000002.SZ 000002 万科A 10004086 通用 \n",
"8 000002.SZ 000002 万科A 10004086 通用 \n",
"9 000002.SZ 000002 万科A 10004086 通用 \n",
"10 000002.SZ 000002 万科A 10004086 通用 \n",
"11 000002.SZ 000002 万科A 10004086 通用 \n",
"12 000002.SZ 000002 万科A 10004086 通用 \n",
"13 000002.SZ 000002 万科A 10004086 通用 \n",
"14 000002.SZ 000002 万科A 10004086 通用 \n",
"15 000002.SZ 000002 万科A 10004086 通用 \n",
"16 000002.SZ 000002 万科A 10004086 通用 \n",
"17 000002.SZ 000002 万科A 10004086 通用 \n",
"18 000002.SZ 000002 万科A 10004086 通用 \n",
"19 000002.SZ 000002 万科A 10004086 通用 \n",
"20 000002.SZ 000002 万科A 10004086 通用 \n",
"21 000002.SZ 000002 万科A 10004086 通用 \n",
"22 000002.SZ 000002 万科A 10004086 通用 \n",
"23 000002.SZ 000002 万科A 10004086 通用 \n",
"24 000002.SZ 000002 万科A 10004086 通用 \n",
"25 000002.SZ 000002 万科A 10004086 通用 \n",
"26 000002.SZ 000002 万科A 10004086 通用 \n",
"27 000002.SZ 000002 万科A 10004086 通用 \n",
"28 000002.SZ 000002 万科A 10004086 通用 \n",
"29 000002.SZ 000002 万科A 10004086 通用 \n",
"30 000002.SZ 000002 万科A 10004086 通用 \n",
"31 000002.SZ 000002 万科A 10004086 通用 \n",
"32 000002.SZ 000002 万科A 10004086 通用 \n",
"\n",
" REPORT_DATE REPORT_TYPE REPORT_DATE_NAME SECURITY_TYPE_CODE \\\n",
"0 2024-12-31 00:00:00 年报 2024年报 058001001 \n",
"1 2023-12-31 00:00:00 年报 2023年报 058001001 \n",
"2 2022-12-31 00:00:00 年报 2022年报 058001001 \n",
"3 2021-12-31 00:00:00 年报 2021年报 058001001 \n",
"4 2020-12-31 00:00:00 年报 2020年报 058001001 \n",
"5 2019-12-31 00:00:00 年报 2019年报 058001001 \n",
"6 2018-12-31 00:00:00 年报 2018年报 058001001 \n",
"7 2017-12-31 00:00:00 年报 2017年报 058001001 \n",
"8 2016-12-31 00:00:00 年报 2016年报 058001001 \n",
"9 2015-12-31 00:00:00 年报 2015年报 058001001 \n",
"10 2014-12-31 00:00:00 年报 2014年报 058001001 \n",
"11 2013-12-31 00:00:00 年报 2013年报 058001001 \n",
"12 2012-12-31 00:00:00 年报 2012年报 058001001 \n",
"13 2011-12-31 00:00:00 年报 2011年报 058001001 \n",
"14 2010-12-31 00:00:00 年报 2010年报 058001001 \n",
"15 2009-12-31 00:00:00 年报 2009年报 058001001 \n",
"16 2008-12-31 00:00:00 年报 2008年报 058001001 \n",
"17 2007-12-31 00:00:00 年报 2007年报 058001001 \n",
"18 2006-12-31 00:00:00 年报 2006年报 058001001 \n",
"19 2005-12-31 00:00:00 年报 2005年报 058001001 \n",
"20 2004-12-31 00:00:00 年报 2004年报 058001001 \n",
"21 2003-12-31 00:00:00 年报 2003年报 058001001 \n",
"22 2002-12-31 00:00:00 年报 2002年报 058001001 \n",
"23 2001-12-31 00:00:00 年报 2001年报 058001001 \n",
"24 2000-12-31 00:00:00 年报 2000年报 058001001 \n",
"25 1999-12-31 00:00:00 年报 1999年报 058001001 \n",
"26 1998-12-31 00:00:00 年报 1998年报 058001001 \n",
"27 1997-12-31 00:00:00 年报 1997年报 058001001 \n",
"28 1996-12-31 00:00:00 年报 1996年报 058001001 \n",
"29 1995-12-31 00:00:00 年报 1995年报 058001001 \n",
"30 1994-12-31 00:00:00 年报 1994年报 058001001 \n",
"31 1993-12-31 00:00:00 年报 1993年报 058001001 \n",
"32 1992-12-31 00:00:00 年报 1992年报 058001001 \n",
"\n",
" NOTICE_DATE ... PRECOMBINE_TCI_YOY EFFECT_TCI_BALANCE \\\n",
"0 2025-04-01 00:00:00 ... NaN NaN \n",
"1 2024-03-29 00:00:00 ... NaN NaN \n",
"2 2023-03-31 00:00:00 ... NaN NaN \n",
"3 2022-03-31 00:00:00 ... NaN NaN \n",
"4 2021-03-31 00:00:00 ... NaN NaN \n",
"5 2020-03-18 00:00:00 ... NaN NaN \n",
"6 2019-03-26 00:00:00 ... NaN NaN \n",
"7 2018-03-27 00:00:00 ... NaN NaN \n",
"8 2017-03-27 00:00:00 ... NaN NaN \n",
"9 2016-03-14 00:00:00 ... NaN NaN \n",
"10 2015-03-31 00:00:00 ... NaN NaN \n",
"11 2014-03-07 00:00:00 ... NaN NaN \n",
"12 2013-02-28 00:00:00 ... NaN NaN \n",
"13 2012-03-13 00:00:00 ... NaN NaN \n",
"14 2011-03-08 00:00:00 ... NaN 0.0 \n",
"15 2011-03-08 00:00:00 ... NaN 0.0 \n",
"16 2010-03-02 00:00:00 ... NaN 0.0 \n",
"17 2009-03-10 00:00:00 ... NaN NaN \n",
"18 2008-03-21 00:00:00 ... NaN NaN \n",
"19 2007-03-20 00:00:00 ... NaN NaN \n",
"20 2006-03-21 00:00:00 ... NaN NaN \n",
"21 2005-03-22 00:00:00 ... NaN NaN \n",
"22 2004-03-09 00:00:00 ... NaN NaN \n",
"23 2003-03-18 00:00:00 ... NaN NaN \n",
"24 2002-03-15 00:00:00 ... NaN NaN \n",
"25 2001-03-20 00:00:00 ... NaN NaN \n",
"26 2000-03-30 00:00:00 ... NaN NaN \n",
"27 1998-04-08 00:00:00 ... NaN NaN \n",
"28 1997-04-10 00:00:00 ... NaN NaN \n",
"29 1996-04-25 00:00:00 ... NaN NaN \n",
"30 1995-04-24 00:00:00 ... NaN NaN \n",
"31 1994-04-26 00:00:00 ... NaN NaN \n",
"32 1994-04-26 00:00:00 ... NaN NaN \n",
"\n",
" EFFECT_TCI_BALANCE_YOY TCI_OTHER TCI_OTHER_YOY TCI_BALANCE \\\n",
"0 NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN \n",
"5 NaN NaN NaN NaN \n",
"6 NaN NaN NaN NaN \n",
"7 NaN NaN NaN NaN \n",
"8 NaN NaN NaN NaN \n",
"9 NaN NaN NaN NaN \n",
"10 NaN NaN NaN NaN \n",
"11 NaN NaN NaN NaN \n",
"12 NaN NaN NaN NaN \n",
"13 NaN NaN NaN NaN \n",
"14 NaN NaN NaN 0.0 \n",
"15 NaN NaN NaN 0.0 \n",
"16 NaN NaN NaN 0.0 \n",
"17 NaN NaN NaN NaN \n",
"18 NaN NaN NaN NaN \n",
"19 NaN NaN NaN NaN \n",
"20 NaN NaN NaN NaN \n",
"21 NaN NaN NaN NaN \n",
"22 NaN NaN NaN NaN \n",
"23 NaN NaN NaN NaN \n",
"24 NaN NaN NaN NaN \n",
"25 NaN NaN NaN NaN \n",
"26 NaN NaN NaN NaN \n",
"27 NaN NaN NaN NaN \n",
"28 NaN NaN NaN NaN \n",
"29 NaN NaN NaN NaN \n",
"30 NaN NaN NaN NaN \n",
"31 NaN NaN NaN NaN \n",
"32 NaN NaN NaN NaN \n",
"\n",
" TCI_BALANCE_YOY ACF_END_INCOME ACF_END_INCOME_YOY OPINION_TYPE \n",
"0 NaN NaN NaN 标准无保留意见 \n",
"1 NaN NaN NaN 标准无保留意见 \n",
"2 NaN NaN NaN 标准无保留意见 \n",
"3 NaN NaN NaN 标准无保留意见 \n",
"4 NaN NaN NaN 标准无保留意见 \n",
"5 NaN NaN NaN 标准无保留意见 \n",
"6 NaN NaN NaN 标准无保留意见 \n",
"7 NaN NaN NaN 标准无保留意见 \n",
"8 NaN NaN NaN 标准无保留意见 \n",
"9 NaN NaN NaN 标准无保留意见 \n",
"10 NaN NaN NaN 标准无保留意见 \n",
"11 NaN NaN NaN 标准无保留意见 \n",
"12 NaN NaN NaN 标准无保留意见 \n",
"13 NaN NaN NaN 标准无保留意见 \n",
"14 NaN NaN NaN 标准无保留意见 \n",
"15 NaN NaN NaN 标准无保留意见 \n",
"16 NaN NaN NaN 标准无保留意见 \n",
"17 NaN NaN NaN 标准无保留意见 \n",
"18 NaN NaN NaN 标准无保留意见 \n",
"19 NaN NaN NaN 标准无保留意见 \n",
"20 NaN NaN NaN 标准无保留意见 \n",
"21 NaN NaN NaN 标准无保留意见 \n",
"22 NaN NaN NaN 标准无保留意见 \n",
"23 NaN NaN NaN 标准无保留意见 \n",
"24 NaN NaN NaN 标准无保留意见 \n",
"25 NaN NaN NaN 标准无保留意见 \n",
"26 NaN NaN NaN None \n",
"27 NaN NaN NaN None \n",
"28 NaN NaN NaN None \n",
"29 NaN NaN NaN None \n",
"30 NaN NaN NaN NaN \n",
"31 NaN NaN NaN NaN \n",
"32 NaN NaN NaN NaN \n",
"\n",
"[33 rows x 203 columns]"
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" <th></th>\n",
" <th>SECUCODE</th>\n",
" <th>SECURITY_CODE</th>\n",
" <th>SECURITY_NAME_ABBR</th>\n",
" <th>ORG_CODE</th>\n",
" <th>ORG_TYPE</th>\n",
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" <th>TCI_OTHER</th>\n",
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" <td>000002.SZ</td>\n",
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" <td>2024-12-31 00:00:00</td>\n",
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" <td>058001001</td>\n",
" <td>2025-04-01 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>000002</td>\n",
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" <td>通用</td>\n",
" <td>2023-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2023年报</td>\n",
" <td>058001001</td>\n",
" <td>2024-03-29 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>000002</td>\n",
" <td>万科A</td>\n",
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" <td>通用</td>\n",
" <td>2022-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2022年报</td>\n",
" <td>058001001</td>\n",
" <td>2023-03-31 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2021-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2021年报</td>\n",
" <td>058001001</td>\n",
" <td>2022-03-31 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2020-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2020年报</td>\n",
" <td>058001001</td>\n",
" <td>2021-03-31 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
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" <td>通用</td>\n",
" <td>2019-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2019年报</td>\n",
" <td>058001001</td>\n",
" <td>2020-03-18 00:00:00</td>\n",
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" <td>NaN</td>\n",
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" <td>通用</td>\n",
" <td>2018-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2018年报</td>\n",
" <td>058001001</td>\n",
" <td>2019-03-26 00:00:00</td>\n",
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" <td>2017-12-31 00:00:00</td>\n",
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" <td>2017年报</td>\n",
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" <td>2018-03-27 00:00:00</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
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" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2016-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2016年报</td>\n",
" <td>058001001</td>\n",
" <td>2017-03-27 00:00:00</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2013-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2013年报</td>\n",
" <td>058001001</td>\n",
" <td>2014-03-07 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2012-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2012年报</td>\n",
" <td>058001001</td>\n",
" <td>2013-02-28 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2011-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2011年报</td>\n",
" <td>058001001</td>\n",
" <td>2012-03-13 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2010-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2010年报</td>\n",
" <td>058001001</td>\n",
" <td>2011-03-08 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>0.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2009-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2009年报</td>\n",
" <td>058001001</td>\n",
" <td>2011-03-08 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>0.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2008-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2008年报</td>\n",
" <td>058001001</td>\n",
" <td>2010-03-02 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>0.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2007-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2007年报</td>\n",
" <td>058001001</td>\n",
" <td>2009-03-10 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2006-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2006年报</td>\n",
" <td>058001001</td>\n",
" <td>2008-03-21 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2005-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2005年报</td>\n",
" <td>058001001</td>\n",
" <td>2007-03-20 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2004-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2004年报</td>\n",
" <td>058001001</td>\n",
" <td>2006-03-21 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2003-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2003年报</td>\n",
" <td>058001001</td>\n",
" <td>2005-03-22 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2002-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2002年报</td>\n",
" <td>058001001</td>\n",
" <td>2004-03-09 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2001-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2001年报</td>\n",
" <td>058001001</td>\n",
" <td>2003-03-18 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2000-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2000年报</td>\n",
" <td>058001001</td>\n",
" <td>2002-03-15 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1999-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1999年报</td>\n",
" <td>058001001</td>\n",
" <td>2001-03-20 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1998-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1998年报</td>\n",
" <td>058001001</td>\n",
" <td>2000-03-30 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1997-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1997年报</td>\n",
" <td>058001001</td>\n",
" <td>1998-04-08 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1996-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1996年报</td>\n",
" <td>058001001</td>\n",
" <td>1997-04-10 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1995-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1995年报</td>\n",
" <td>058001001</td>\n",
" <td>1996-04-25 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1994-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1994年报</td>\n",
" <td>058001001</td>\n",
" <td>1995-04-24 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1993-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1993年报</td>\n",
" <td>058001001</td>\n",
" <td>1994-04-26 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1992-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1992年报</td>\n",
" <td>058001001</td>\n",
" <td>1994-04-26 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>33 rows × 203 columns</p>\n",
"</div>"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 22
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-17T08:18:27.879918Z",
"start_time": "2025-09-17T08:18:25.142182Z"
}
},
"cell_type": "code",
"source": [
"cashflow_df = ak.stock_cash_flow_sheet_by_yearly_em(symbol='SZ000002')\n",
"cashflow_df"
],
"id": "2261897f342b5a78",
"outputs": [
{
"data": {
"text/plain": [
" 0%| | 0/6 [00:00<?, ?it/s]"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "29e1823b803c417586a7746bbfe270cc"
}
},
"metadata": {},
"output_type": "display_data",
"jetTransient": {
"display_id": null
}
},
{
"data": {
"text/plain": [
" SECUCODE SECURITY_CODE SECURITY_NAME_ABBR ORG_CODE ORG_TYPE \\\n",
"0 000002.SZ 000002 万科A 10004086 通用 \n",
"1 000002.SZ 000002 万科A 10004086 通用 \n",
"2 000002.SZ 000002 万科A 10004086 通用 \n",
"3 000002.SZ 000002 万科A 10004086 通用 \n",
"4 000002.SZ 000002 万科A 10004086 通用 \n",
"5 000002.SZ 000002 万科A 10004086 通用 \n",
"6 000002.SZ 000002 万科A 10004086 通用 \n",
"7 000002.SZ 000002 万科A 10004086 通用 \n",
"8 000002.SZ 000002 万科A 10004086 通用 \n",
"9 000002.SZ 000002 万科A 10004086 通用 \n",
"10 000002.SZ 000002 万科A 10004086 通用 \n",
"11 000002.SZ 000002 万科A 10004086 通用 \n",
"12 000002.SZ 000002 万科A 10004086 通用 \n",
"13 000002.SZ 000002 万科A 10004086 通用 \n",
"14 000002.SZ 000002 万科A 10004086 通用 \n",
"15 000002.SZ 000002 万科A 10004086 通用 \n",
"16 000002.SZ 000002 万科A 10004086 通用 \n",
"17 000002.SZ 000002 万科A 10004086 通用 \n",
"18 000002.SZ 000002 万科A 10004086 通用 \n",
"19 000002.SZ 000002 万科A 10004086 通用 \n",
"20 000002.SZ 000002 万科A 10004086 通用 \n",
"21 000002.SZ 000002 万科A 10004086 通用 \n",
"22 000002.SZ 000002 万科A 10004086 通用 \n",
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" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-111.324314</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>1.974731e+09</td>\n",
" <td>26.871309</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2010-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2010年报</td>\n",
" <td>058001001</td>\n",
" <td>2011-03-08 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>546.788421</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>1.556483e+09</td>\n",
" <td>41.463798</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2009-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2009年报</td>\n",
" <td>058001001</td>\n",
" <td>2011-03-08 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-30.946794</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>1.100270e+09</td>\n",
" <td>81.353453</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2008-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2008年报</td>\n",
" <td>058001001</td>\n",
" <td>2010-03-02 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-53.484531</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>6.066991e+08</td>\n",
" <td>28.194291</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2007-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2007年报</td>\n",
" <td>058001001</td>\n",
" <td>2009-03-10 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-15.902670</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>4.732653e+08</td>\n",
" <td>278.269441</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2006-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2006年报</td>\n",
" <td>058001001</td>\n",
" <td>2008-03-21 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>6303.766736</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>1.251133e+08</td>\n",
" <td>50.624758</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2005-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2005年报</td>\n",
" <td>058001001</td>\n",
" <td>2006-03-21 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-94.589756</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>8.306290e+07</td>\n",
" <td>139.737297</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2004-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2004年报</td>\n",
" <td>058001001</td>\n",
" <td>2005-03-22 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>1089.482406</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>3.464746e+07</td>\n",
" <td>46.687249</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2003-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2003年报</td>\n",
" <td>058001001</td>\n",
" <td>2004-03-09 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-157.226970</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>2.361996e+07</td>\n",
" <td>51.148051</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2002-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2002年报</td>\n",
" <td>058001001</td>\n",
" <td>2003-03-18 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>300.681150</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>1.562703e+07</td>\n",
" <td>90.062113</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2001-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2001年报</td>\n",
" <td>058001001</td>\n",
" <td>2002-03-15 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>-185.398097</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>8.222067e+06</td>\n",
" <td>-17.330989</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2000-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2000年报</td>\n",
" <td>058001001</td>\n",
" <td>2001-03-20 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>20.881136</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>9.945766e+06</td>\n",
" <td>-9.457200</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1999-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1999年报</td>\n",
" <td>058001001</td>\n",
" <td>2000-03-30 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>236.446938</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
" <td>1.098460e+07</td>\n",
" <td>20.665987</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1998-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1998年报</td>\n",
" <td>058001001</td>\n",
" <td>1999-04-14 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>None</td>\n",
" <td>NaN</td>\n",
" <td>9.103313e+06</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>27 rows × 254 columns</p>\n",
"</div>"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 23
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-17T08:42:13.964059Z",
"start_time": "2025-09-17T08:42:05.637571Z"
}
},
"cell_type": "code",
"source": "indicator_df = ak.stock_financial_analysis_indicator(symbol='000002', start_year='1992')",
"id": "ddf6719ee1416299",
"outputs": [
{
"data": {
"text/plain": [
" 0%| | 0/34 [00:00<?, ?it/s]"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "e6b232ff5f5441f78e4cc2bbf2b0b465"
}
},
"metadata": {},
"output_type": "display_data",
"jetTransient": {
"display_id": null
}
}
],
"execution_count": 34
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-17T08:43:41.569553Z",
"start_time": "2025-09-17T08:43:41.558702Z"
}
},
"cell_type": "code",
"source": "indicator_df.to_json('output.json', orient='records', force_ascii=False, indent=2)",
"id": "e901c637bba3e9aa",
"outputs": [],
"execution_count": 38
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-17T08:27:45.533823Z",
"start_time": "2025-09-17T08:27:45.320200Z"
}
},
"cell_type": "code",
"source": [
"indicator_df = ak.stock_financial_analysis_indicator_em(symbol='000002.SZ')\n",
"indicator_df = indicator_df[indicator_df['REPORT_TYPE'] == '年报']\n",
"indicator_df"
],
"id": "42324cf8b15cd823",
"outputs": [
{
"data": {
"text/plain": [
" SECUCODE SECURITY_CODE SECURITY_NAME_ABBR ORG_CODE ORG_TYPE \\\n",
"2 000002.SZ 000002 万科A 10004086 通用 \n",
"6 000002.SZ 000002 万科A 10004086 通用 \n",
"10 000002.SZ 000002 万科A 10004086 通用 \n",
"14 000002.SZ 000002 万科A 10004086 通用 \n",
"18 000002.SZ 000002 万科A 10004086 通用 \n",
"22 000002.SZ 000002 万科A 10004086 通用 \n",
"26 000002.SZ 000002 万科A 10004086 通用 \n",
"30 000002.SZ 000002 万科A 10004086 通用 \n",
"34 000002.SZ 000002 万科A 10004086 通用 \n",
"38 000002.SZ 000002 万科A 10004086 通用 \n",
"42 000002.SZ 000002 万科A 10004086 通用 \n",
"46 000002.SZ 000002 万科A 10004086 通用 \n",
"50 000002.SZ 000002 万科A 10004086 通用 \n",
"54 000002.SZ 000002 万科A 10004086 通用 \n",
"58 000002.SZ 000002 万科A 10004086 通用 \n",
"62 000002.SZ 000002 万科A 10004086 通用 \n",
"66 000002.SZ 000002 万科A 10004086 通用 \n",
"70 000002.SZ 000002 万科A 10004086 通用 \n",
"74 000002.SZ 000002 万科A 10004086 通用 \n",
"78 000002.SZ 000002 万科A 10004086 通用 \n",
"82 000002.SZ 000002 万科A 10004086 通用 \n",
"86 000002.SZ 000002 万科A 10004086 通用 \n",
"90 000002.SZ 000002 万科A 10004086 通用 \n",
"94 000002.SZ 000002 万科A 10004086 通用 \n",
"96 000002.SZ 000002 万科A 10004086 通用 \n",
"98 000002.SZ 000002 万科A 10004086 通用 \n",
"100 000002.SZ 000002 万科A 10004086 通用 \n",
"102 000002.SZ 000002 万科A 10004086 通用 \n",
"104 000002.SZ 000002 万科A 10004086 通用 \n",
"106 000002.SZ 000002 万科A 10004086 通用 \n",
"108 000002.SZ 000002 万科A 10004086 通用 \n",
"110 000002.SZ 000002 万科A 10004086 通用 \n",
"112 000002.SZ 000002 万科A 10004086 通用 \n",
"\n",
" REPORT_DATE REPORT_TYPE REPORT_DATE_NAME SECURITY_TYPE_CODE \\\n",
"2 2024-12-31 00:00:00 年报 2024年报 058001001 \n",
"6 2023-12-31 00:00:00 年报 2023年报 058001001 \n",
"10 2022-12-31 00:00:00 年报 2022年报 058001001 \n",
"14 2021-12-31 00:00:00 年报 2021年报 058001001 \n",
"18 2020-12-31 00:00:00 年报 2020年报 058001001 \n",
"22 2019-12-31 00:00:00 年报 2019年报 058001001 \n",
"26 2018-12-31 00:00:00 年报 2018年报 058001001 \n",
"30 2017-12-31 00:00:00 年报 2017年报 058001001 \n",
"34 2016-12-31 00:00:00 年报 2016年报 058001001 \n",
"38 2015-12-31 00:00:00 年报 2015年报 058001001 \n",
"42 2014-12-31 00:00:00 年报 2014年报 058001001 \n",
"46 2013-12-31 00:00:00 年报 2013年报 058001001 \n",
"50 2012-12-31 00:00:00 年报 2012年报 058001001 \n",
"54 2011-12-31 00:00:00 年报 2011年报 058001001 \n",
"58 2010-12-31 00:00:00 年报 2010年报 058001001 \n",
"62 2009-12-31 00:00:00 年报 2009年报 058001001 \n",
"66 2008-12-31 00:00:00 年报 2008年报 058001001 \n",
"70 2007-12-31 00:00:00 年报 2007年报 058001001 \n",
"74 2006-12-31 00:00:00 年报 2006年报 058001001 \n",
"78 2005-12-31 00:00:00 年报 2005年报 058001001 \n",
"82 2004-12-31 00:00:00 年报 2004年报 058001001 \n",
"86 2003-12-31 00:00:00 年报 2003年报 058001001 \n",
"90 2002-12-31 00:00:00 年报 2002年报 058001001 \n",
"94 2001-12-31 00:00:00 年报 2001年报 058001001 \n",
"96 2000-12-31 00:00:00 年报 2000年报 058001001 \n",
"98 1999-12-31 00:00:00 年报 1999年报 058001001 \n",
"100 1998-12-31 00:00:00 年报 1998年报 058001001 \n",
"102 1997-12-31 00:00:00 年报 1997年报 058001001 \n",
"104 1996-12-31 00:00:00 年报 1996年报 058001001 \n",
"106 1995-12-31 00:00:00 年报 1995年报 058001001 \n",
"108 1994-12-31 00:00:00 年报 1994年报 058001001 \n",
"110 1993-12-31 00:00:00 年报 1993年报 058001001 \n",
"112 1992-12-31 00:00:00 年报 1992年报 058001001 \n",
"\n",
" NOTICE_DATE ... REVENUE_RATIO LIABILITY \\\n",
"2 2025-04-01 00:00:00 ... None 9.474052e+11 \n",
"6 2024-03-29 00:00:00 ... None 1.101917e+12 \n",
"10 2023-03-31 00:00:00 ... None 1.352168e+12 \n",
"14 2022-03-31 00:00:00 ... None 1.545865e+12 \n",
"18 2021-03-31 00:00:00 ... None 1.519333e+12 \n",
"22 2020-03-18 00:00:00 ... None 1.459350e+12 \n",
"26 2019-03-26 00:00:00 ... None 1.292959e+12 \n",
"30 2018-03-27 00:00:00 ... None 9.786730e+11 \n",
"34 2017-03-27 00:00:00 ... None 6.689976e+11 \n",
"38 2016-03-14 00:00:00 ... None 4.749860e+11 \n",
"42 2015-03-31 00:00:00 ... None 3.925151e+11 \n",
"46 2014-03-07 00:00:00 ... None 3.737659e+11 \n",
"50 2013-02-28 00:00:00 ... None 2.966634e+11 \n",
"54 2012-03-13 00:00:00 ... None 2.283759e+11 \n",
"58 2011-03-08 00:00:00 ... None 1.610514e+11 \n",
"62 2011-03-08 00:00:00 ... None 9.220004e+10 \n",
"66 2010-03-02 00:00:00 ... None 8.041803e+10 \n",
"70 2009-03-10 00:00:00 ... None 6.617494e+10 \n",
"74 2008-03-21 00:00:00 ... None 3.246634e+10 \n",
"78 2007-03-20 00:00:00 ... None 1.341117e+10 \n",
"82 2006-03-21 00:00:00 ... None 9.229975e+09 \n",
"86 2005-03-22 00:00:00 ... None 5.800580e+09 \n",
"90 2004-03-09 00:00:00 ... None 4.663168e+09 \n",
"94 2003-03-18 00:00:00 ... None 3.356829e+09 \n",
"96 2002-03-15 00:00:00 ... None 2.656602e+09 \n",
"98 2001-03-20 00:00:00 ... None 2.348354e+09 \n",
"100 2000-03-30 00:00:00 ... None 1.936123e+09 \n",
"102 1998-04-08 00:00:00 ... None 1.972049e+09 \n",
"104 1997-04-10 00:00:00 ... None 1.960998e+09 \n",
"106 1996-04-25 00:00:00 ... None 1.872121e+09 \n",
"108 1995-04-24 00:00:00 ... None 1.527296e+09 \n",
"110 1994-04-26 00:00:00 ... None 1.205853e+09 \n",
"112 1994-04-26 00:00:00 ... None 7.253139e+08 \n",
"\n",
" CAPITAL_PROVISIONS_SUM RISK_COVERAGE CAPITAL_LEVERAGE_RATIO \\\n",
"2 None None None \n",
"6 None None None \n",
"10 None None None \n",
"14 None None None \n",
"18 None None None \n",
"22 None None None \n",
"26 None None None \n",
"30 None None None \n",
"34 None None None \n",
"38 None None None \n",
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" <td>None</td>\n",
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" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>058001001</td>\n",
" <td>2006-03-21 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>9.229975e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2003-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2003年报</td>\n",
" <td>058001001</td>\n",
" <td>2005-03-22 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>5.800580e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2002-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2002年报</td>\n",
" <td>058001001</td>\n",
" <td>2004-03-09 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>4.663168e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2001-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2001年报</td>\n",
" <td>058001001</td>\n",
" <td>2003-03-18 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>3.356829e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>2000-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2000年报</td>\n",
" <td>058001001</td>\n",
" <td>2002-03-15 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>2.656602e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1999-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1999年报</td>\n",
" <td>058001001</td>\n",
" <td>2001-03-20 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>2.348354e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>100</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1998-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1998年报</td>\n",
" <td>058001001</td>\n",
" <td>2000-03-30 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>1.936123e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1997-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1997年报</td>\n",
" <td>058001001</td>\n",
" <td>1998-04-08 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>1.972049e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1996-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1996年报</td>\n",
" <td>058001001</td>\n",
" <td>1997-04-10 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>1.960998e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>106</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1995-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1995年报</td>\n",
" <td>058001001</td>\n",
" <td>1996-04-25 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>1.872121e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1994-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1994年报</td>\n",
" <td>058001001</td>\n",
" <td>1995-04-24 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>1.527296e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1993-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1993年报</td>\n",
" <td>058001001</td>\n",
" <td>1994-04-26 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>1.205853e+09</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>000002.SZ</td>\n",
" <td>000002</td>\n",
" <td>万科A</td>\n",
" <td>10004086</td>\n",
" <td>通用</td>\n",
" <td>1992-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1992年报</td>\n",
" <td>058001001</td>\n",
" <td>1994-04-26 00:00:00</td>\n",
" <td>...</td>\n",
" <td>None</td>\n",
" <td>7.253139e+08</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>33 rows × 140 columns</p>\n",
"</div>"
]
},
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