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stock_learning/4_holder/0_金字塔选股.ipynb

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}
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"source": [
"import akshare as ak\n",
"\n",
"ak.stock_financial_report_sina(stock=\"sz000001\", symbol=\"资产负债表\")"
],
"outputs": [
{
"data": {
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" 报告日 资产 现金及存放中央银行款项 其中:现金 存放中央银行款 结算准备金 贵金属 \\\n",
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"95 49732336516.0 其他 是 20000726 CNY 合并期末 2020-03-13T15:25:26 \n",
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"98 39399858617.260002 其他 是 20000419 CNY 合并期末 2020-03-13T15:25:26 \n",
"99 34873372270.75 其他 是 19980826 CNY 合并期末 2020-03-13T15:25:26 \n",
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"cell_type": "code",
"source": "ak.stock_balance_sheet_by_yearly_em(symbol=\"sz000001\")",
"id": "639671868fc8e8f1",
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{
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" 0%| | 0/7 [00:00<?, ?it/s]"
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" SECUCODE SECURITY_CODE SECURITY_NAME_ABBR ORG_CODE ORG_TYPE \\\n",
"0 000001.SZ 000001 平安银行 10004085 银行 \n",
"1 000001.SZ 000001 平安银行 10004085 银行 \n",
"2 000001.SZ 000001 平安银行 10004085 银行 \n",
"3 000001.SZ 000001 平安银行 10004085 银行 \n",
"4 000001.SZ 000001 平安银行 10004085 银行 \n",
"5 000001.SZ 000001 平安银行 10004085 银行 \n",
"6 000001.SZ 000001 平安银行 10004085 银行 \n",
"7 000001.SZ 000001 平安银行 10004085 银行 \n",
"8 000001.SZ 000001 平安银行 10004085 银行 \n",
"9 000001.SZ 000001 平安银行 10004085 银行 \n",
"10 000001.SZ 000001 平安银行 10004085 银行 \n",
"11 000001.SZ 000001 平安银行 10004085 银行 \n",
"12 000001.SZ 000001 平安银行 10004085 银行 \n",
"13 000001.SZ 000001 平安银行 10004085 银行 \n",
"14 000001.SZ 000001 平安银行 10004085 银行 \n",
"15 000001.SZ 000001 平安银行 10004085 银行 \n",
"16 000001.SZ 000001 平安银行 10004085 银行 \n",
"17 000001.SZ 000001 平安银行 10004085 银行 \n",
"18 000001.SZ 000001 平安银行 10004085 银行 \n",
"19 000001.SZ 000001 平安银行 10004085 银行 \n",
"20 000001.SZ 000001 平安银行 10004085 银行 \n",
"21 000001.SZ 000001 平安银行 10004085 银行 \n",
"22 000001.SZ 000001 平安银行 10004085 银行 \n",
"23 000001.SZ 000001 平安银行 10004085 银行 \n",
"24 000001.SZ 000001 平安银行 10004085 银行 \n",
"25 000001.SZ 000001 平安银行 10004085 银行 \n",
"26 000001.SZ 000001 平安银行 10004085 银行 \n",
"27 000001.SZ 000001 平安银行 10004085 银行 \n",
"28 000001.SZ 000001 平安银行 10004085 银行 \n",
"29 000001.SZ 000001 平安银行 10004085 银行 \n",
"30 000001.SZ 000001 平安银行 10004085 银行 \n",
"31 000001.SZ 000001 平安银行 10004085 银行 \n",
"32 000001.SZ 000001 平安银行 10004085 银行 \n",
"33 000001.SZ 000001 平安银行 10004085 银行 \n",
"34 000001.SZ 000001 平安银行 10004085 银行 \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",
"21 2002-12-31 00:00:00 年报 2002年报 058001001 \n",
"22 2001-12-31 00:00:00 年报 2001年报 058001001 \n",
"23 2000-12-31 00:00:00 年报 2000年报 058001001 \n",
"24 1999-12-31 00:00:00 年报 1999年报 058001001 \n",
"25 1998-12-31 00:00:00 年报 1998年报 058001001 \n",
"26 1997-12-31 00:00:00 年报 1997年报 058001001 \n",
"27 1996-12-31 00:00:00 年报 1996年报 058001001 \n",
"28 1995-12-31 00:00:00 年报 1995年报 058001001 \n",
"29 1994-12-31 00:00:00 年报 1994年报 058001001 \n",
"30 1993-12-31 00:00:00 年报 1993年报 058001001 \n",
"31 1992-12-31 00:00:00 年报 1992年报 058001001 \n",
"32 1991-12-31 00:00:00 年报 1991年报 058001001 \n",
"33 1990-12-31 00:00:00 年报 1990年报 058001001 \n",
"34 1989-12-31 00:00:00 年报 1989年报 058001001 \n",
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"7 2017-04-22 00:00:00 ... NaN 17.800498 \n",
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"14 2010-03-12 00:00:00 ... NaN 23.895713 \n",
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"24 2001-04-14 00:00:00 ... NaN 12.572668 \n",
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"26 1998-03-12 00:00:00 ... NaN 5.917651 \n",
"27 1997-04-21 00:00:00 ... NaN 47.800939 \n",
"28 1996-02-09 00:00:00 ... NaN 31.146276 \n",
"29 1995-03-10 00:00:00 ... NaN 66.127203 \n",
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"31 None ... NaN 72.761890 \n",
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" ACCRUED_EXPENSE_YOY ACCOUNTS_PAYABLE_YOY NOTE_PAYABLE_YOY \\\n",
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" <th>17</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>2007-03-22 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>17.288231</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>18</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>2006-04-01 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>8.746667</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>48.36337</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>2006-04-01 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>5.680615</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>20</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>2005-04-26 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>16.421514</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>21</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>2004-04-15 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>38.325607</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>22</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>2003-04-24 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>81.993574</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>23</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>2002-04-19 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>50.313297</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>24</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>2001-04-14 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>12.572668</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>25</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>2000-04-19 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>22.672090</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>26</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>1998-03-12 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>5.917651</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>27</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>1997-04-21 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>47.800939</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>28</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>1996-02-09 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>31.146276</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>29</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>1995-03-10 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>66.127203</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>30</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>1994-04-16 00:00:00</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>23.932123</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>31</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</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>None</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>72.761890</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>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</td>\n",
" <td>1991-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1991年报</td>\n",
" <td>058001001</td>\n",
" <td>None</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>49.166721</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>33</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</td>\n",
" <td>1990-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1990年报</td>\n",
" <td>058001001</td>\n",
" <td>None</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>73.589786</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>34</th>\n",
" <td>000001.SZ</td>\n",
" <td>000001</td>\n",
" <td>平安银行</td>\n",
" <td>10004085</td>\n",
" <td>银行</td>\n",
" <td>1989-12-31 00:00:00</td>\n",
" <td>年报</td>\n",
" <td>1989年报</td>\n",
" <td>058001001</td>\n",
" <td>1990-03-21 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>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>35 rows × 221 columns</p>\n",
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},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 2
},
{
"metadata": {
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"end_time": "2024-12-30T14:40:02.930353Z",
"start_time": "2024-12-30T14:40:01.505731Z"
}
},
"cell_type": "code",
"source": "ak.stock_financial_debt_ths(symbol=\"000001\")",
"id": "595a4afc76266465",
"outputs": [
{
"data": {
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" 报告期 报表核心指标 *所有者权益（或股东权益）合计 *资产合计 *负债合计 *归属于母公司所有者权益合计 \\\n",
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"4 2023-09-30 4658.60亿 5.52万亿 5.05万亿 4658.60亿 \n",
".. ... ... ... ... ... ... \n",
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"108 1992-12-31 5.46亿 75.23亿 1.96亿 5.46亿 \n",
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"\n",
" 报表全部指标 资产 现金及存放中央银行款项 存放同业款项 ... 其他权益工具 其中：优先股 盈余公积 一般风险准备 \\\n",
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"4 3501.43亿 983.04亿 ... 699.44亿 199.53亿 107.81亿 649.02亿 \n",
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"108 6320.41万 False ... False False False False \n",
"109 3310.00万 False ... False False 7348.00万 False \n",
"110 8.04亿 False ... False False 4518.00万 False \n",
"111 3.83亿 False ... False False 2935.00万 False \n",
"\n",
" 未分配利润 外币报表折算差额 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 负债和所有者权益总计 \n",
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"1 2309.86亿 False 4818.69亿 False 4818.69亿 5.75万亿 \n",
"2 2340.27亿 False 4855.76亿 False 4855.76亿 5.73万亿 \n",
"3 2212.55亿 False 4723.28亿 False 4723.28亿 5.59万亿 \n",
"4 2182.46亿 False 4658.60亿 False 4658.60亿 5.52万亿 \n",
".. ... ... ... ... ... ... \n",
"107 2.63亿 False 12.05亿 422.48万 12.09亿 93.23亿 \n",
"108 1.46亿 False 5.46亿 False 5.46亿 75.23亿 \n",
"109 1.50亿 False 5.78亿 False 5.78亿 43.54亿 \n",
"110 1.01亿 False 2.37亿 False 2.37亿 29.19亿 \n",
"111 7068.00万 False 1.44亿 False 1.44亿 16.82亿 \n",
"\n",
"[112 rows x 58 columns]"
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" <th>报告期</th>\n",
" <th>报表核心指标</th>\n",
" <th>*所有者权益（或股东权益）合计</th>\n",
" <th>*资产合计</th>\n",
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" <th>存放同业款项</th>\n",
" <th>...</th>\n",
" <th>其他权益工具</th>\n",
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" <th>盈余公积</th>\n",
" <th>一般风险准备</th>\n",
" <th>未分配利润</th>\n",
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" <th>归属于母公司所有者权益合计</th>\n",
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" <td>2024-09-30</td>\n",
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" <td>5.26万亿</td>\n",
" <td>4904.69亿</td>\n",
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" <td>2817.77亿</td>\n",
" <td>1231.03亿</td>\n",
" <td>...</td>\n",
" <td>699.44亿</td>\n",
" <td>199.53亿</td>\n",
" <td>107.81亿</td>\n",
" <td>681.33亿</td>\n",
" <td>2398.99亿</td>\n",
" <td>False</td>\n",
" <td>4904.69亿</td>\n",
" <td>False</td>\n",
" <td>4904.69亿</td>\n",
" <td>5.75万亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2024-06-30</td>\n",
" <td></td>\n",
" <td>4818.69亿</td>\n",
" <td>5.75万亿</td>\n",
" <td>5.27万亿</td>\n",
" <td>4818.69亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>3059.98亿</td>\n",
" <td>848.21亿</td>\n",
" <td>...</td>\n",
" <td>699.44亿</td>\n",
" <td>199.53亿</td>\n",
" <td>107.81亿</td>\n",
" <td>680.91亿</td>\n",
" <td>2309.86亿</td>\n",
" <td>False</td>\n",
" <td>4818.69亿</td>\n",
" <td>False</td>\n",
" <td>4818.69亿</td>\n",
" <td>5.75万亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2024-03-31</td>\n",
" <td></td>\n",
" <td>4855.76亿</td>\n",
" <td>5.73万亿</td>\n",
" <td>5.24万亿</td>\n",
" <td>4855.76亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>3220.76亿</td>\n",
" <td>873.39亿</td>\n",
" <td>...</td>\n",
" <td>699.44亿</td>\n",
" <td>199.53亿</td>\n",
" <td>107.81亿</td>\n",
" <td>680.48亿</td>\n",
" <td>2340.27亿</td>\n",
" <td>False</td>\n",
" <td>4855.76亿</td>\n",
" <td>False</td>\n",
" <td>4855.76亿</td>\n",
" <td>5.73万亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>2023-12-31</td>\n",
" <td></td>\n",
" <td>4723.28亿</td>\n",
" <td>5.59万亿</td>\n",
" <td>5.11万亿</td>\n",
" <td>4723.28亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>2746.63亿</td>\n",
" <td>935.97亿</td>\n",
" <td>...</td>\n",
" <td>699.44亿</td>\n",
" <td>199.53亿</td>\n",
" <td>107.81亿</td>\n",
" <td>679.17亿</td>\n",
" <td>2212.55亿</td>\n",
" <td>False</td>\n",
" <td>4723.28亿</td>\n",
" <td>False</td>\n",
" <td>4723.28亿</td>\n",
" <td>5.59万亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>2023-09-30</td>\n",
" <td></td>\n",
" <td>4658.60亿</td>\n",
" <td>5.52万亿</td>\n",
" <td>5.05万亿</td>\n",
" <td>4658.60亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>3501.43亿</td>\n",
" <td>983.04亿</td>\n",
" <td>...</td>\n",
" <td>699.44亿</td>\n",
" <td>199.53亿</td>\n",
" <td>107.81亿</td>\n",
" <td>649.02亿</td>\n",
" <td>2182.46亿</td>\n",
" <td>False</td>\n",
" <td>4658.60亿</td>\n",
" <td>False</td>\n",
" <td>4658.60亿</td>\n",
" <td>5.52万亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>1993-12-31</td>\n",
" <td></td>\n",
" <td>12.09亿</td>\n",
" <td>93.23亿</td>\n",
" <td>81.14亿</td>\n",
" <td>12.05亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>13.59亿</td>\n",
" <td>1.65亿</td>\n",
" <td>...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>1.75亿</td>\n",
" <td>False</td>\n",
" <td>2.63亿</td>\n",
" <td>False</td>\n",
" <td>12.05亿</td>\n",
" <td>422.48万</td>\n",
" <td>12.09亿</td>\n",
" <td>93.23亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108</th>\n",
" <td>1992-12-31</td>\n",
" <td></td>\n",
" <td>5.46亿</td>\n",
" <td>75.23亿</td>\n",
" <td>1.96亿</td>\n",
" <td>5.46亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>6320.41万</td>\n",
" <td>False</td>\n",
" <td>...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>1.46亿</td>\n",
" <td>False</td>\n",
" <td>5.46亿</td>\n",
" <td>False</td>\n",
" <td>5.46亿</td>\n",
" <td>75.23亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>109</th>\n",
" <td>1991-12-31</td>\n",
" <td></td>\n",
" <td>5.78亿</td>\n",
" <td>43.54亿</td>\n",
" <td>7723.00万</td>\n",
" <td>5.78亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>3310.00万</td>\n",
" <td>False</td>\n",
" <td>...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>7348.00万</td>\n",
" <td>False</td>\n",
" <td>1.50亿</td>\n",
" <td>False</td>\n",
" <td>5.78亿</td>\n",
" <td>False</td>\n",
" <td>5.78亿</td>\n",
" <td>43.54亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>1990-12-31</td>\n",
" <td></td>\n",
" <td>2.37亿</td>\n",
" <td>29.19亿</td>\n",
" <td>5628.00万</td>\n",
" <td>2.37亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>8.04亿</td>\n",
" <td>False</td>\n",
" <td>...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>4518.00万</td>\n",
" <td>False</td>\n",
" <td>1.01亿</td>\n",
" <td>False</td>\n",
" <td>2.37亿</td>\n",
" <td>False</td>\n",
" <td>2.37亿</td>\n",
" <td>29.19亿</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>1989-12-31</td>\n",
" <td></td>\n",
" <td>1.44亿</td>\n",
" <td>16.82亿</td>\n",
" <td>3983.00万</td>\n",
" <td>1.44亿</td>\n",
" <td></td>\n",
" <td></td>\n",
" <td>3.83亿</td>\n",
" <td>False</td>\n",
" <td>...</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>2935.00万</td>\n",
" <td>False</td>\n",
" <td>7068.00万</td>\n",
" <td>False</td>\n",
" <td>1.44亿</td>\n",
" <td>False</td>\n",
" <td>1.44亿</td>\n",
" <td>16.82亿</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>112 rows × 58 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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