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stock_learning/4_holder/0_金字塔选股.ipynb
2025-01-10 17:27:24 +08:00

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{
"cells": [
{
"cell_type": "code",
"id": "initial_id",
"metadata": {
"collapsed": true,
"ExecuteTime": {
"end_time": "2025-01-10T04:05:04.252624Z",
"start_time": "2025-01-10T04:05:03.256614Z"
}
},
"source": [
"import akshare as ak\n",
"\n",
"ak.stock_financial_report_sina(stock=\"sh600519\", symbol=\"资产负债表\")"
],
"outputs": [
{
"data": {
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" 报告日 流动资产 货币资金 结算备付金 拆出资金 \\\n",
"0 20240930 NaN 60084745614.269997 NaN 122685688179.710007 \n",
"1 20240630 NaN 56840349530.82 NaN 115293672048.960007 \n",
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"4 20230930 NaN 70641010014.720001 NaN 95625606731.690002 \n",
".. ... ... ... ... ... \n",
"91 20011231 NaN 1956436570.1 NaN NaN \n",
"92 20010630 NaN 336439213.5 NaN NaN \n",
"93 20001231 NaN 460983583.46 NaN NaN \n",
"94 19991231 NaN 198390615.12 NaN NaN \n",
"95 19981231 NaN 124765368.74 NaN NaN \n",
"\n",
" 交易性金融资产 买入返售金融资产 衍生金融资产 应收票据及应收账款 应收票据 ... \\\n",
"0 200794360.04 5785433457.13 NaN 1159177839.24 1149046136.5 ... \n",
"1 3828563887.2 7908213613.0 NaN 333100721.12 331742126.0 ... \n",
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"4 3509435832.66 7357096338.49 NaN 131214179.87 NaN ... \n",
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"92 NaN NaN NaN 76640451.93 31154620.0 ... \n",
"93 NaN NaN NaN 52906779.45 2500000.0 ... \n",
"94 NaN NaN NaN 72172350.62 13412198.0 ... \n",
"95 NaN NaN NaN 29350910.0 NaN ... \n",
"\n",
" 归属于母公司股东权益合计 少数股东权益 所有者权益(或股东权益)合计 \\\n",
"0 237709455000.279999 9978709237.889999 247688164238.170013 \n",
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"95 234091527.98 NaN 234091527.98 \n",
"\n",
" 负债和所有者权益(或股东权益)总计 数据源 是否审计 公告日期 币种 类型 更新日期 \n",
"0 286770722957.690002 定期报告 未审计 20241026 CNY 合并期末 2024-10-25T18:10:04 \n",
"1 279207261166.630005 定期报告 未审计 20240809 CNY 合并期末 2024-08-08T19:30:06 \n",
"2 285524543268.380005 定期报告 未审计 20240427 CNY 合并期末 2024-04-26T20:45:07 \n",
"3 272699660092.25 定期报告 是 20241026 CNY 合并期末 2024-04-02T22:15:03 \n",
"4 262076424771.470001 定期报告 未审计 20231021 CNY 合并期末 2023-10-20T19:20:05 \n",
".. ... ... ... ... ... ... ... \n",
"91 3463388734.98 其他 是 20020417 CNY 合并期末 2020-03-13T15:29:48 \n",
"92 1214455217.62 其他 是 20010822 CNY 合并期末 2020-03-13T15:29:48 \n",
"93 1268856244.9 其他 是 20010726 CNY 合并期末 2020-03-13T15:29:48 \n",
"94 915056957.32 其他 是 20010726 CNY 合并期末 2020-03-13T15:29:48 \n",
"95 741848981.55 其他 是 19981231 CNY 合并期末 2020-03-13T15:29:48 \n",
"\n",
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},
"execution_count": 2,
"metadata": {},
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}
],
"execution_count": 2
},
{
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"start_time": "2025-01-10T04:05:58.495694Z"
}
},
"cell_type": "code",
"source": "ak.stock_balance_sheet_by_yearly_em(symbol=\"sh600519\")",
"id": "639671868fc8e8f1",
"outputs": [
{
"data": {
"text/plain": [
" 0%| | 0/6 [00:00<?, ?it/s]"
],
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{
"data": {
"text/plain": [
" SECUCODE SECURITY_CODE SECURITY_NAME_ABBR ORG_CODE ORG_TYPE \\\n",
"0 600519.SH 600519 贵州茅台 10002602 通用 \n",
"1 600519.SH 600519 贵州茅台 10002602 通用 \n",
"2 600519.SH 600519 贵州茅台 10002602 通用 \n",
"3 600519.SH 600519 贵州茅台 10002602 通用 \n",
"4 600519.SH 600519 贵州茅台 10002602 通用 \n",
"5 600519.SH 600519 贵州茅台 10002602 通用 \n",
"6 600519.SH 600519 贵州茅台 10002602 通用 \n",
"7 600519.SH 600519 贵州茅台 10002602 通用 \n",
"8 600519.SH 600519 贵州茅台 10002602 通用 \n",
"9 600519.SH 600519 贵州茅台 10002602 通用 \n",
"10 600519.SH 600519 贵州茅台 10002602 通用 \n",
"11 600519.SH 600519 贵州茅台 10002602 通用 \n",
"12 600519.SH 600519 贵州茅台 10002602 通用 \n",
"13 600519.SH 600519 贵州茅台 10002602 通用 \n",
"14 600519.SH 600519 贵州茅台 10002602 通用 \n",
"15 600519.SH 600519 贵州茅台 10002602 通用 \n",
"16 600519.SH 600519 贵州茅台 10002602 通用 \n",
"17 600519.SH 600519 贵州茅台 10002602 通用 \n",
"18 600519.SH 600519 贵州茅台 10002602 通用 \n",
"19 600519.SH 600519 贵州茅台 10002602 通用 \n",
"20 600519.SH 600519 贵州茅台 10002602 通用 \n",
"21 600519.SH 600519 贵州茅台 10002602 通用 \n",
"22 600519.SH 600519 贵州茅台 10002602 通用 \n",
"23 600519.SH 600519 贵州茅台 10002602 通用 \n",
"24 600519.SH 600519 贵州茅台 10002602 通用 \n",
"25 600519.SH 600519 贵州茅台 10002602 通用 \n",
"\n",
" REPORT_DATE REPORT_TYPE REPORT_DATE_NAME SECURITY_TYPE_CODE \\\n",
"0 2023-12-31 00:00:00 年报 2023年报 058001001 \n",
"1 2022-12-31 00:00:00 年报 2022年报 058001001 \n",
"2 2021-12-31 00:00:00 年报 2021年报 058001001 \n",
"3 2020-12-31 00:00:00 年报 2020年报 058001001 \n",
"4 2019-12-31 00:00:00 年报 2019年报 058001001 \n",
"5 2018-12-31 00:00:00 年报 2018年报 058001001 \n",
"6 2017-12-31 00:00:00 年报 2017年报 058001001 \n",
"7 2016-12-31 00:00:00 年报 2016年报 058001001 \n",
"8 2015-12-31 00:00:00 年报 2015年报 058001001 \n",
"9 2014-12-31 00:00:00 年报 2014年报 058001001 \n",
"10 2013-12-31 00:00:00 年报 2013年报 058001001 \n",
"11 2012-12-31 00:00:00 年报 2012年报 058001001 \n",
"12 2011-12-31 00:00:00 年报 2011年报 058001001 \n",
"13 2010-12-31 00:00:00 年报 2010年报 058001001 \n",
"14 2009-12-31 00:00:00 年报 2009年报 058001001 \n",
"15 2008-12-31 00:00:00 年报 2008年报 058001001 \n",
"16 2007-12-31 00:00:00 年报 2007年报 058001001 \n",
"17 2006-12-31 00:00:00 年报 2006年报 058001001 \n",
"18 2005-12-31 00:00:00 年报 2005年报 058001001 \n",
"19 2004-12-31 00:00:00 年报 2004年报 058001001 \n",
"20 2003-12-31 00:00:00 年报 2003年报 058001001 \n",
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" <th>19</th>\n",
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" <td>600519</td>\n",
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" <th>20</th>\n",
" <td>600519.SH</td>\n",
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" <td>贵州茅台</td>\n",
" <td>10002602</td>\n",
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" <td>2003-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>2003年报</td>\n",
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" <td>2005-04-23 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>110.972967</td>\n",
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" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
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" <th>21</th>\n",
" <td>600519.SH</td>\n",
" <td>600519</td>\n",
" <td>贵州茅台</td>\n",
" <td>10002602</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>2004-03-26 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>268.337504</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>标准无保留意见</td>\n",
" <td>NaN</td>\n",
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" <tr>\n",
" <th>22</th>\n",
" <td>600519.SH</td>\n",
" <td>600519</td>\n",
" <td>贵州茅台</td>\n",
" <td>10002602</td>\n",
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" <td>年报</td>\n",
" <td>2001年报</td>\n",
" <td>058001001</td>\n",
" <td>2003-03-26 00:00:00</td>\n",
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" <td>NaN</td>\n",
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" <th>23</th>\n",
" <td>600519.SH</td>\n",
" <td>600519</td>\n",
" <td>贵州茅台</td>\n",
" <td>10002602</td>\n",
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" <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>2002-04-17 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>1731.518562</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",
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" <tr>\n",
" <th>24</th>\n",
" <td>600519.SH</td>\n",
" <td>600519</td>\n",
" <td>贵州茅台</td>\n",
" <td>10002602</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>2001-07-26 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>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>600519.SH</td>\n",
" <td>600519</td>\n",
" <td>贵州茅台</td>\n",
" <td>10002602</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>2001-07-26 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>标准无保留意见</td>\n",
" <td>NaN</td>\n",
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},
"execution_count": 3,
"metadata": {},
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}
],
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},
{
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"start_time": "2025-01-10T04:07:29.566713Z"
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},
"cell_type": "code",
"source": "ak.stock_financial_debt_ths(symbol=\"600519\")",
"id": "595a4afc76266465",
"outputs": [
{
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"95 1998-12-31 2.34亿 7.42亿 5.08亿 2.34亿 \n",
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"2 741.97亿 1050.61亿 ... 12.56亿 13.75亿 \n",
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"4 706.41亿 956.26亿 ... 12.56亿 13.75亿 \n",
".. ... ... ... ... ... ... ... ... \n",
"91 19.56亿 False ... 2.50亿 20.39亿 \n",
"92 3.36亿 False ... 1.85亿 8947.03万 \n",
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"94 1.98亿 False ... 1.85亿 8843.27万 \n",
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"\n",
" 其他综合收益 盈余公积 未分配利润 归属于母公司所有者权益合计 少数股东权益 所有者权益(或股东权益)合计 \\\n",
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"1 -827.24万 411.20亿 1737.72亿 2185.76亿 94.69亿 2280.45亿 \n",
"2 -810.98万 389.99亿 1970.48亿 2397.32亿 88.05亿 2485.37亿 \n",
"3 -606.17万 389.99亿 1729.83亿 2156.69亿 79.88亿 2236.56亿 \n",
"4 -906.92万 339.98亿 1801.27亿 2178.09亿 72.10亿 2250.19亿 \n",
".. ... ... ... ... ... ... \n",
"91 False 1.64亿 7811.36万 25.31亿 671.60万 25.38亿 \n",
"92 False 1.15亿 1.72亿 5.62亿 False 5.62亿 \n",
"93 False 6343.54万 1.06亿 4.42亿 135.89万 4.44亿 \n",
"94 False 616.61万 576.31万 2.85亿 False 2.85亿 \n",
"95 False False False 2.34亿 False 2.34亿 \n",
"\n",
" 负债和所有者权益(或股东权益)合计 \n",
"0 2867.71亿 \n",
"1 2792.07亿 \n",
"2 2855.25亿 \n",
"3 2727.00亿 \n",
"4 2620.76亿 \n",
".. ... \n",
"91 34.63亿 \n",
"92 12.14亿 \n",
"93 12.69亿 \n",
"94 9.15亿 \n",
"95 7.42亿 \n",
"\n",
"[96 rows x 74 columns]"
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" <td>390.83亿</td>\n",
" <td>2377.09亿</td>\n",
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" <td>99.79亿</td>\n",
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" <td>2792.07亿</td>\n",
" <td>511.62亿</td>\n",
" <td>2185.76亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>568.40亿</td>\n",
" <td>1152.94亿</td>\n",
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" <td>13.75亿</td>\n",
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" <td>411.20亿</td>\n",
" <td>1737.72亿</td>\n",
" <td>2185.76亿</td>\n",
" <td>94.69亿</td>\n",
" <td>2280.45亿</td>\n",
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" <td>2855.25亿</td>\n",
" <td>369.88亿</td>\n",
" <td>2397.32亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>741.97亿</td>\n",
" <td>1050.61亿</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>12.56亿</td>\n",
" <td>13.75亿</td>\n",
" <td>-810.98万</td>\n",
" <td>389.99亿</td>\n",
" <td>1970.48亿</td>\n",
" <td>2397.32亿</td>\n",
" <td>88.05亿</td>\n",
" <td>2485.37亿</td>\n",
" <td>2855.25亿</td>\n",
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" <th>3</th>\n",
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" <td>2727.00亿</td>\n",
" <td>490.43亿</td>\n",
" <td>2156.69亿</td>\n",
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" <td></td>\n",
" <td>690.70亿</td>\n",
" <td>1055.54亿</td>\n",
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" <td>2620.76亿</td>\n",
" <td>370.58亿</td>\n",
" <td>2178.09亿</td>\n",
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" <td></td>\n",
" <td>706.41亿</td>\n",
" <td>956.26亿</td>\n",
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" <td>339.98亿</td>\n",
" <td>1801.27亿</td>\n",
" <td>2178.09亿</td>\n",
" <td>72.10亿</td>\n",
" <td>2250.19亿</td>\n",
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" <tr>\n",
" <th>91</th>\n",
" <td>2001-12-31</td>\n",
" <td></td>\n",
" <td>25.38亿</td>\n",
" <td>34.63亿</td>\n",
" <td>9.26亿</td>\n",
" <td>25.31亿</td>\n",
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" <td>2.50亿</td>\n",
" <td>20.39亿</td>\n",
" <td>False</td>\n",
" <td>1.64亿</td>\n",
" <td>7811.36万</td>\n",
" <td>25.31亿</td>\n",
" <td>671.60万</td>\n",
" <td>25.38亿</td>\n",
" <td>34.63亿</td>\n",
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" <th>92</th>\n",
" <td>2001-06-30</td>\n",
" <td></td>\n",
" <td>5.62亿</td>\n",
" <td>12.14亿</td>\n",
" <td>6.42亿</td>\n",
" <td>5.62亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>3.36亿</td>\n",
" <td>False</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>1.85亿</td>\n",
" <td>8947.03万</td>\n",
" <td>False</td>\n",
" <td>1.15亿</td>\n",
" <td>1.72亿</td>\n",
" <td>5.62亿</td>\n",
" <td>False</td>\n",
" <td>5.62亿</td>\n",
" <td>12.14亿</td>\n",
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" <tr>\n",
" <th>93</th>\n",
" <td>2000-12-31</td>\n",
" <td></td>\n",
" <td>4.44亿</td>\n",
" <td>12.69亿</td>\n",
" <td>8.25亿</td>\n",
" <td>4.42亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>4.61亿</td>\n",
" <td>False</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>1.85亿</td>\n",
" <td>8843.27万</td>\n",
" <td>False</td>\n",
" <td>6343.54万</td>\n",
" <td>1.06亿</td>\n",
" <td>4.42亿</td>\n",
" <td>135.89万</td>\n",
" <td>4.44亿</td>\n",
" <td>12.69亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>1999-12-31</td>\n",
" <td></td>\n",
" <td>2.85亿</td>\n",
" <td>9.15亿</td>\n",
" <td>6.30亿</td>\n",
" <td>2.85亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>1.98亿</td>\n",
" <td>False</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>1.85亿</td>\n",
" <td>8843.27万</td>\n",
" <td>False</td>\n",
" <td>616.61万</td>\n",
" <td>576.31万</td>\n",
" <td>2.85亿</td>\n",
" <td>False</td>\n",
" <td>2.85亿</td>\n",
" <td>9.15亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>95</th>\n",
" <td>1998-12-31</td>\n",
" <td></td>\n",
" <td>2.34亿</td>\n",
" <td>7.42亿</td>\n",
" <td>5.08亿</td>\n",
" <td>2.34亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>1.25亿</td>\n",
" <td>False</td>\n",
" <td>...</td>\n",
" <td></td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>2.34亿</td>\n",
" <td>False</td>\n",
" <td>2.34亿</td>\n",
" <td>7.42亿</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>96 rows × 74 columns</p>\n",
"</div>"
]
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"金字塔算法规则说明(Rule description)\n",
"\n",
"<table class=\"table table-bordered\">\n",
"<tbody><tr>\n",
"<th width=\"15%\">指标项</th>\n",
"<th width=\"20%\">说明</th>\n",
"<th>规则A股选取最近5年美股选取最近4年</th>\n",
"<th>分值</th>\n",
"</tr>\n",
"<tr>\n",
"<th rowspan=\"7\">股东权益报酬率(%) RoE</th>\n",
"<td rowspan=\"7\">股东权益报酬率RoE 是判断股票是否具备”长期上涨潜力“最重要的指标之一,\n",
"RoE 如果既稳定又优秀,那这家公司的其他指标也基本不会差。\n",
"</td>\n",
"<td>RoE均值 &gt;= 35 </td>\n",
"<td>550分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>35 &gt; RoE均值 &gt;= 30 </td>\n",
"<td>500分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>30 &gt; RoE均值 &gt;= 25 </td>\n",
"<td>450分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>25 &gt; RoE均值 &gt;= 20 </td>\n",
"<td>400分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>20 &gt; RoE均值 &gt;= 15 </td>\n",
"<td>300分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>15 &gt; RoE均值 &gt;= 10 </td>\n",
"<td>250分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>10 &gt; RoE均值 或 0 &gt;= 其中一年 </td>\n",
"<td>0分</td>\n",
"</tr>\n",
"<tr>\n",
"<th rowspan=\"4\"> 总资产报酬率(%) RoA</th>\n",
"<td rowspan=\"4\">总资产报酬率RoA 能真实反映出一家公司的获利能力,\n",
"相当于一家公司的 「投资年化率」,当然越高越好。\n",
"</td>\n",
"<td>RoA均值 &gt;= 15 </td>\n",
"<td>100分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>15 &gt; RoA均值 &gt;= 11 </td>\n",
"<td>80分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>11 &gt; RoA均值 &gt;= 7 </td>\n",
"<td>50分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>7 &gt; RoA均值 </td>\n",
"<td>0分</td>\n",
"</tr>\n",
"<tr>\n",
"<th rowspan=\"3\"> 税后净利 规模(百万) </th>\n",
"<td rowspan=\"3\">获利规模大,那股价的”长期上涨潜力“也就会越稳健、越确定。选择时,大公司的优先级要高于小公司。\n",
"</td>\n",
"<td>税后净利均值 &gt;= 10000 </td>\n",
"<td>150分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>10000 &gt; 税后净利均值 &gt;= 1000 </td>\n",
"<td>100分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>1000 &gt; 税后净利均值 </td>\n",
"<td>0分</td>\n",
"</tr>\n",
"<tr>\n",
"<th rowspan=\"3\"> 现金状况 分析 </th>\n",
"<td rowspan=\"3\">总资产周转率 与 现金与约当现金占总资产的关系,可以看出公司的现金状况是否健康。\n",
"</td>\n",
"<td>规则①:总资产周转率 &gt; 0.8 且 现金与约当现金占总资产(%) &gt;= 10 </td>\n",
"<td>50分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>规则②:总资产周转率 &lt; 0.8 且 现金与约当现金占总资产(%) &gt;= 20 </td>\n",
"<td>50分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>不符合 规则① 或 规则② </td>\n",
"<td>0分</td>\n",
"</tr>\n",
"<tr>\n",
"<th rowspan=\"2\"> 收现日数(日) </th>\n",
"<td rowspan=\"2\">平均收现日数越短,说明公司的经营能力越强。\n",
"</td>\n",
"<td>30 &gt;= 平均收现日数 </td>\n",
"<td>20分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>平均收现日数 &gt; 30 </td>\n",
"<td>0分</td>\n",
"</tr>\n",
"<tr>\n",
"<th rowspan=\"2\"> 销货日数(日) </th>\n",
"<td rowspan=\"2\">平均销货日数越短,说明公司商品越畅销。\n",
"</td>\n",
"<td>30 &gt;= 平均销货日数 </td>\n",
"<td>20分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>平均销货日数 &gt; 30 </td>\n",
"<td>0分</td>\n",
"</tr>\n",
"<tr>\n",
"<th rowspan=\"3\"> 收现日数+销货日数(日) </th>\n",
"<td rowspan=\"3\">生意周期 是否足够优秀,越短说明每年能做的生意趟数越多,经营能力就越强。\n",
"</td>\n",
"<td>40 &gt;= 收现日数+销货日数 </td>\n",
"<td>20分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>60 &gt;= 收现日数+销货日数 &gt; 40 </td>\n",
"<td>10分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>平均销货日数 &gt; 60 </td>\n",
"<td>0分</td>\n",
"</tr>\n",
"<tr>\n",
"<th rowspan=\"2\"> 毛利率(%) </th>\n",
"<td rowspan=\"2\">毛利率 是否保持平稳,不大起大落。\n",
"</td>\n",
"<td>30% &gt;= 毛利率平均波动幅度 </td>\n",
"<td>50分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>毛利率平均波动幅度 &gt; 30% </td>\n",
"<td>0分</td>\n",
"</tr>\n",
"<tr>\n",
"<th rowspan=\"4\"> 经营安全边际率(%)</th>\n",
"<td rowspan=\"4\">经营安全边际率越高,说明公司能够很好的控制成本,把大部分利润转化成实际收益,\n",
"获利能力很强,有利于抵御经济波动和价格竞争等影响。\n",
"</td>\n",
"<td>经营安全边际率 &gt;= 70 </td>\n",
"<td>50分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>70 &gt; 经营安全边际率 &gt;= 50 </td>\n",
"<td>30分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>50 &gt; 经营安全边际率 &gt;= 30 </td>\n",
"<td>10分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>30 &gt; 经营安全边际率 </td>\n",
"<td>0分</td>\n",
"</tr>\n",
"<tr>\n",
"<td rowspan=\"4\"> <strong>税后净利</strong> <br> 年份由近(A)~远(E) </td>\n",
"<td rowspan=\"4\">公司赚的钱是否在逐年增长,是股价能长期上涨的基础。\n",
"</td>\n",
"<td>A年 &gt; B年 (+) / A年 &lt; B年 (-) </td>\n",
"<td>+30分 / -30分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>B年 &gt; C年 (+) / B年 &lt; C年 (-) </td>\n",
"<td>+25分 / -25分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>C年 &gt; D年 (+) / C年 &lt; D年 (-) </td>\n",
"<td>+20分 / -20分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>D年 &gt; E年 (+) / D年 &lt; E年 (-) </td>\n",
"<td>+15分 / -15分</td>\n",
"</tr>\n",
"<tr>\n",
"<td rowspan=\"4\"> <strong>经营活动现金流量</strong> <br> 年份由近(A)~远(E) </td>\n",
"<td rowspan=\"4\">公司赚的钱是否在逐年增长,是股价长期上涨的基础。\n",
"</td>\n",
"<td>A年 &gt; B年 (+) / A年 &lt; B年 (-) </td>\n",
"<td>+30分 / -30分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>B年 &gt; C年 (+) / B年 &lt; C年 (-) </td>\n",
"<td>+25分 / -25分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>C年 &gt; D年 (+) / C年 &lt; D年 (-) </td>\n",
"<td>+20分 / -20分</td>\n",
"</tr>\n",
"<tr>\n",
"<td>D年 &gt; E年 (+) / D年 &lt; E年 (-) </td>\n",
"<td>+15分 / -15分</td>\n",
"</tr>\n",
"<tr>\n",
"<td colspan=\"4\">\n",
"<i>* 金字塔列表中A股排除过滤掉了上市低于3年的公司排除过滤掉了金融类银行、保险、证券的公司</i>\n",
"</td>\n",
"</tr>\n",
"</tbody></table>"
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