680 lines
22 KiB
Plaintext
680 lines
22 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"id": "initial_id",
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"metadata": {
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"collapsed": true,
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"ExecuteTime": {
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"end_time": "2024-12-27T01:42:12.436371Z",
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"start_time": "2024-12-27T01:42:12.431194Z"
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}
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},
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"source": [
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"import tushare as ts\n",
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"\n",
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"ts.set_token(\"64ebff4fa679167600b905ee45dd88e76f3963c0ff39157f3f085f0e\")\n",
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"ts_pro = ts.pro_api()"
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],
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"outputs": [],
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"execution_count": 10
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},
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{
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"metadata": {},
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"cell_type": "markdown",
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"source": [
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"|名称|类型|描述|\n",
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"|---|---|---|\n",
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"|ts_code|str|股票代码|\n",
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"|trade_date|str|交易日期|\n",
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"|open|float|开盘价|\n",
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"|high|float|最高价|\n",
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"|low|float|最低价|\n",
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"|close|float|收盘价|\n",
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"|pre_close|float|昨收价【除权价，前复权】|\n",
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"|change|float|涨跌额|\n",
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"|pct_chg|float|涨跌幅 【基于除权后的昨收计算的涨跌幅：（今收-除权昨收）/除权昨收 】|\n",
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"|vol|float|成交量 （手）|\n",
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"|amount|float|成交额 （千元）|"
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],
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"id": "95526cc287534e7"
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-12-27T01:42:15.384732Z",
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"start_time": "2024-12-27T01:42:14.380287Z"
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}
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},
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"cell_type": "code",
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"source": [
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"# 获取所有股票单日日线数据\n",
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"ts_pro.daily(trade_date='20241225')"
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],
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"id": "84315ee9b0442519",
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"outputs": [
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{
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"data": {
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"text/plain": [
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" ts_code trade_date open high low close pre_close change \\\n",
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"0 000001.SZ 20241225 11.86 12.02 11.84 11.92 11.86 0.06 \n",
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"1 000002.SZ 20241225 7.71 7.73 7.47 7.54 7.73 -0.19 \n",
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"2 000004.SZ 20241225 14.63 14.63 14.63 14.63 16.25 -1.62 \n",
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"3 000006.SZ 20241225 8.25 8.27 7.56 7.73 8.24 -0.51 \n",
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"4 000007.SZ 20241225 6.79 6.89 6.52 6.63 6.81 -0.18 \n",
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"... ... ... ... ... ... ... ... ... \n",
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"5362 920099.BJ 20241225 27.99 28.49 27.73 27.83 28.35 -0.52 \n",
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"5363 920106.BJ 20241225 58.01 58.33 55.21 55.21 59.17 -3.96 \n",
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"5364 920111.BJ 20241225 24.10 24.10 22.89 22.89 24.25 -1.36 \n",
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"5365 920118.BJ 20241225 25.84 25.85 24.71 24.80 25.97 -1.17 \n",
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"5366 920128.BJ 20241225 31.70 31.70 29.66 29.72 31.40 -1.68 \n",
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"\n",
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" pct_chg vol amount \n",
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"0 0.5059 1475282.94 1759956.630 \n",
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"1 -2.4580 1517662.88 1146549.840 \n",
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"2 -9.9692 35453.00 51867.739 \n",
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"3 -6.1893 400716.66 311517.827 \n",
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"4 -2.6432 47701.48 31825.919 \n",
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"... ... ... ... \n",
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"5362 -1.8342 4630.64 12955.140 \n",
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"5363 -6.6926 18318.91 104234.473 \n",
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"5364 -5.6082 23130.27 53748.005 \n",
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"5365 -4.5052 4895.01 12293.827 \n",
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"5366 -5.3503 13844.08 42048.224 \n",
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"\n",
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"[5367 rows x 11 columns]"
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],
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" vertical-align: middle;\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>ts_code</th>\n",
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" <th>trade_date</th>\n",
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" <th>open</th>\n",
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" <th>high</th>\n",
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" <th>low</th>\n",
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" <th>close</th>\n",
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" <th>pre_close</th>\n",
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" <th>change</th>\n",
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" <th>pct_chg</th>\n",
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" <th>vol</th>\n",
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" <th>amount</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>000001.SZ</td>\n",
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" <td>20241225</td>\n",
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" <td>11.86</td>\n",
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" <td>12.02</td>\n",
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" <td>11.84</td>\n",
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" <td>11.92</td>\n",
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" <td>11.86</td>\n",
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" <td>0.06</td>\n",
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" <td>0.5059</td>\n",
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" <td>1475282.94</td>\n",
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" <td>1759956.630</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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" <td>000002.SZ</td>\n",
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" <td>20241225</td>\n",
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" <td>7.71</td>\n",
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" <td>7.73</td>\n",
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" <td>7.47</td>\n",
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" <td>7.54</td>\n",
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" <td>7.73</td>\n",
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" <td>-0.19</td>\n",
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" <td>-2.4580</td>\n",
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" <td>1517662.88</td>\n",
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" <td>1146549.840</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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" <td>000004.SZ</td>\n",
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" <td>20241225</td>\n",
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" <td>14.63</td>\n",
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" <td>14.63</td>\n",
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" <td>14.63</td>\n",
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" <td>14.63</td>\n",
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" <td>16.25</td>\n",
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" <td>-1.62</td>\n",
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" <td>-9.9692</td>\n",
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" <td>35453.00</td>\n",
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" <td>51867.739</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <td>000006.SZ</td>\n",
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" <td>20241225</td>\n",
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" <td>8.25</td>\n",
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" <td>8.27</td>\n",
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" <td>7.56</td>\n",
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" <td>7.73</td>\n",
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" <td>8.24</td>\n",
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" <td>-0.51</td>\n",
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" <td>-6.1893</td>\n",
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" <td>400716.66</td>\n",
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" <td>311517.827</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>000007.SZ</td>\n",
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" <td>20241225</td>\n",
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" <td>6.79</td>\n",
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" <td>6.89</td>\n",
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" <td>6.52</td>\n",
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" <td>6.63</td>\n",
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" <td>6.81</td>\n",
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" <td>-0.18</td>\n",
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" <td>-2.6432</td>\n",
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" <td>47701.48</td>\n",
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" <td>31825.919</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>...</th>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>5362</th>\n",
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" <td>920099.BJ</td>\n",
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" <td>20241225</td>\n",
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" <td>27.99</td>\n",
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" <td>28.49</td>\n",
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" <td>27.73</td>\n",
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" <td>27.83</td>\n",
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" <td>28.35</td>\n",
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" <td>-0.52</td>\n",
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" <td>-1.8342</td>\n",
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" <td>4630.64</td>\n",
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" <td>12955.140</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>5363</th>\n",
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" <td>920106.BJ</td>\n",
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" <td>20241225</td>\n",
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" <td>58.01</td>\n",
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" <td>58.33</td>\n",
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" <td>55.21</td>\n",
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" <td>55.21</td>\n",
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" <td>59.17</td>\n",
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" <td>-3.96</td>\n",
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" <td>-6.6926</td>\n",
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" <td>18318.91</td>\n",
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" <td>104234.473</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>5364</th>\n",
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" <td>920111.BJ</td>\n",
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" <td>20241225</td>\n",
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" <td>24.10</td>\n",
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" <td>24.10</td>\n",
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" <td>22.89</td>\n",
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" <td>22.89</td>\n",
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" <td>24.25</td>\n",
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" <td>-1.36</td>\n",
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" <td>-5.6082</td>\n",
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" <td>23130.27</td>\n",
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" <td>53748.005</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>5365</th>\n",
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" <td>920118.BJ</td>\n",
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" <td>20241225</td>\n",
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" <td>25.84</td>\n",
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" <td>25.85</td>\n",
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" <td>24.71</td>\n",
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" <td>24.80</td>\n",
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" <td>25.97</td>\n",
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" <td>-1.17</td>\n",
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" <td>-4.5052</td>\n",
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" <td>4895.01</td>\n",
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" <td>12293.827</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>5366</th>\n",
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" <td>920128.BJ</td>\n",
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" <td>20241225</td>\n",
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" <td>31.70</td>\n",
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" <td>31.70</td>\n",
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" <td>29.66</td>\n",
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" <td>29.72</td>\n",
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" <td>31.40</td>\n",
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" <td>-1.68</td>\n",
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" <td>-5.3503</td>\n",
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" <td>13844.08</td>\n",
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" <td>42048.224</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"<p>5367 rows × 11 columns</p>\n",
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"</div>"
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]
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},
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"execution_count": 11,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"execution_count": 11
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||
},
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||
{
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"metadata": {
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"ExecuteTime": {
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||
"end_time": "2024-12-27T01:44:05.408162Z",
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||
"start_time": "2024-12-27T01:44:04.754839Z"
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}
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},
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"cell_type": "code",
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"source": [
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"# 获取单个股票指定日期数据\n",
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"ts_pro.daily(ts_code='000001.SZ', start_date='20241201', end_date='20241231')"
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],
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"id": "fc3299561f70084c",
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"outputs": [
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{
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"data": {
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"text/plain": [
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" ts_code trade_date open high low close pre_close change \\\n",
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"0 000001.SZ 20241226 11.92 11.93 11.78 11.86 11.92 -0.06 \n",
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"1 000001.SZ 20241225 11.86 12.02 11.84 11.92 11.86 0.06 \n",
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"2 000001.SZ 20241224 11.72 11.87 11.72 11.86 11.73 0.13 \n",
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"3 000001.SZ 20241223 11.64 11.84 11.64 11.73 11.62 0.11 \n",
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"4 000001.SZ 20241220 11.59 11.70 11.58 11.62 11.59 0.03 \n",
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"5 000001.SZ 20241219 11.59 11.64 11.54 11.59 11.65 -0.06 \n",
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"6 000001.SZ 20241218 11.58 11.74 11.57 11.65 11.53 0.12 \n",
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"7 000001.SZ 20241217 11.57 11.65 11.52 11.53 11.57 -0.04 \n",
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"8 000001.SZ 20241216 11.56 11.66 11.53 11.57 11.56 0.01 \n",
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"9 000001.SZ 20241213 11.79 11.80 11.56 11.56 11.85 -0.29 \n",
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"10 000001.SZ 20241212 11.73 11.87 11.71 11.85 11.73 0.12 \n",
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"11 000001.SZ 20241211 11.79 11.83 11.72 11.73 11.79 -0.06 \n",
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"12 000001.SZ 20241210 11.90 11.95 11.75 11.79 11.67 0.12 \n",
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"13 000001.SZ 20241209 11.63 11.72 11.59 11.67 11.66 0.01 \n",
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"14 000001.SZ 20241206 11.44 11.70 11.43 11.66 11.44 0.22 \n",
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"15 000001.SZ 20241205 11.44 11.50 11.41 11.44 11.46 -0.02 \n",
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"16 000001.SZ 20241204 11.44 11.53 11.37 11.46 11.49 -0.03 \n",
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"17 000001.SZ 20241203 11.37 11.50 11.35 11.49 11.39 0.10 \n",
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"18 000001.SZ 20241202 11.39 11.40 11.31 11.39 11.38 0.01 \n",
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"\n",
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" pct_chg vol amount \n",
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"0 -0.5034 1000074.70 1183745.519 \n",
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"1 0.5059 1475282.94 1759956.630 \n",
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"2 1.1083 1350836.91 1595698.790 \n",
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"3 0.9466 1659404.76 1953519.499 \n",
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"4 0.2588 714646.27 831437.460 \n",
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"5 -0.5150 697379.04 808465.664 \n",
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"6 1.0408 1016589.66 1186285.805 \n",
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"7 -0.3457 802119.95 929225.455 \n",
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"8 0.0865 805717.78 934226.189 \n",
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"9 -2.4473 1343792.89 1565589.089 \n",
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"10 1.0230 986234.59 1164062.448 \n",
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"11 -0.5089 967691.45 1138374.175 \n",
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"12 1.0283 2167807.24 2564600.677 \n",
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"13 0.0858 964063.16 1123441.855 \n",
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"14 1.9231 1726269.27 2004270.466 \n",
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"15 -0.1745 687108.83 786137.964 \n",
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"16 -0.2611 1007470.59 1154623.370 \n",
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"17 0.8780 1082559.36 1236992.678 \n",
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||
"18 0.0879 975433.66 1108785.597 "
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||
],
|
||
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|
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||
" <thead>\n",
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||
" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>ts_code</th>\n",
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" <th>trade_date</th>\n",
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" <th>open</th>\n",
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" <th>high</th>\n",
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" <th>low</th>\n",
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" <th>close</th>\n",
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" <th>pre_close</th>\n",
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" <th>change</th>\n",
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" <th>pct_chg</th>\n",
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" <th>vol</th>\n",
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" <th>amount</th>\n",
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||
" </tr>\n",
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||
" </thead>\n",
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||
" <tbody>\n",
|
||
" <tr>\n",
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||
" <th>0</th>\n",
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||
" <td>000001.SZ</td>\n",
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" <td>20241226</td>\n",
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||
" <td>11.92</td>\n",
|
||
" <td>11.93</td>\n",
|
||
" <td>11.78</td>\n",
|
||
" <td>11.86</td>\n",
|
||
" <td>11.92</td>\n",
|
||
" <td>-0.06</td>\n",
|
||
" <td>-0.5034</td>\n",
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||
" <td>1000074.70</td>\n",
|
||
" <td>1183745.519</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
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||
" <td>000001.SZ</td>\n",
|
||
" <td>20241225</td>\n",
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||
" <td>11.86</td>\n",
|
||
" <td>12.02</td>\n",
|
||
" <td>11.84</td>\n",
|
||
" <td>11.92</td>\n",
|
||
" <td>11.86</td>\n",
|
||
" <td>0.06</td>\n",
|
||
" <td>0.5059</td>\n",
|
||
" <td>1475282.94</td>\n",
|
||
" <td>1759956.630</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241224</td>\n",
|
||
" <td>11.72</td>\n",
|
||
" <td>11.87</td>\n",
|
||
" <td>11.72</td>\n",
|
||
" <td>11.86</td>\n",
|
||
" <td>11.73</td>\n",
|
||
" <td>0.13</td>\n",
|
||
" <td>1.1083</td>\n",
|
||
" <td>1350836.91</td>\n",
|
||
" <td>1595698.790</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241223</td>\n",
|
||
" <td>11.64</td>\n",
|
||
" <td>11.84</td>\n",
|
||
" <td>11.64</td>\n",
|
||
" <td>11.73</td>\n",
|
||
" <td>11.62</td>\n",
|
||
" <td>0.11</td>\n",
|
||
" <td>0.9466</td>\n",
|
||
" <td>1659404.76</td>\n",
|
||
" <td>1953519.499</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241220</td>\n",
|
||
" <td>11.59</td>\n",
|
||
" <td>11.70</td>\n",
|
||
" <td>11.58</td>\n",
|
||
" <td>11.62</td>\n",
|
||
" <td>11.59</td>\n",
|
||
" <td>0.03</td>\n",
|
||
" <td>0.2588</td>\n",
|
||
" <td>714646.27</td>\n",
|
||
" <td>831437.460</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>5</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241219</td>\n",
|
||
" <td>11.59</td>\n",
|
||
" <td>11.64</td>\n",
|
||
" <td>11.54</td>\n",
|
||
" <td>11.59</td>\n",
|
||
" <td>11.65</td>\n",
|
||
" <td>-0.06</td>\n",
|
||
" <td>-0.5150</td>\n",
|
||
" <td>697379.04</td>\n",
|
||
" <td>808465.664</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>6</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241218</td>\n",
|
||
" <td>11.58</td>\n",
|
||
" <td>11.74</td>\n",
|
||
" <td>11.57</td>\n",
|
||
" <td>11.65</td>\n",
|
||
" <td>11.53</td>\n",
|
||
" <td>0.12</td>\n",
|
||
" <td>1.0408</td>\n",
|
||
" <td>1016589.66</td>\n",
|
||
" <td>1186285.805</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>7</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241217</td>\n",
|
||
" <td>11.57</td>\n",
|
||
" <td>11.65</td>\n",
|
||
" <td>11.52</td>\n",
|
||
" <td>11.53</td>\n",
|
||
" <td>11.57</td>\n",
|
||
" <td>-0.04</td>\n",
|
||
" <td>-0.3457</td>\n",
|
||
" <td>802119.95</td>\n",
|
||
" <td>929225.455</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241216</td>\n",
|
||
" <td>11.56</td>\n",
|
||
" <td>11.66</td>\n",
|
||
" <td>11.53</td>\n",
|
||
" <td>11.57</td>\n",
|
||
" <td>11.56</td>\n",
|
||
" <td>0.01</td>\n",
|
||
" <td>0.0865</td>\n",
|
||
" <td>805717.78</td>\n",
|
||
" <td>934226.189</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>9</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241213</td>\n",
|
||
" <td>11.79</td>\n",
|
||
" <td>11.80</td>\n",
|
||
" <td>11.56</td>\n",
|
||
" <td>11.56</td>\n",
|
||
" <td>11.85</td>\n",
|
||
" <td>-0.29</td>\n",
|
||
" <td>-2.4473</td>\n",
|
||
" <td>1343792.89</td>\n",
|
||
" <td>1565589.089</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>10</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241212</td>\n",
|
||
" <td>11.73</td>\n",
|
||
" <td>11.87</td>\n",
|
||
" <td>11.71</td>\n",
|
||
" <td>11.85</td>\n",
|
||
" <td>11.73</td>\n",
|
||
" <td>0.12</td>\n",
|
||
" <td>1.0230</td>\n",
|
||
" <td>986234.59</td>\n",
|
||
" <td>1164062.448</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>11</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241211</td>\n",
|
||
" <td>11.79</td>\n",
|
||
" <td>11.83</td>\n",
|
||
" <td>11.72</td>\n",
|
||
" <td>11.73</td>\n",
|
||
" <td>11.79</td>\n",
|
||
" <td>-0.06</td>\n",
|
||
" <td>-0.5089</td>\n",
|
||
" <td>967691.45</td>\n",
|
||
" <td>1138374.175</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>12</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241210</td>\n",
|
||
" <td>11.90</td>\n",
|
||
" <td>11.95</td>\n",
|
||
" <td>11.75</td>\n",
|
||
" <td>11.79</td>\n",
|
||
" <td>11.67</td>\n",
|
||
" <td>0.12</td>\n",
|
||
" <td>1.0283</td>\n",
|
||
" <td>2167807.24</td>\n",
|
||
" <td>2564600.677</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>13</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241209</td>\n",
|
||
" <td>11.63</td>\n",
|
||
" <td>11.72</td>\n",
|
||
" <td>11.59</td>\n",
|
||
" <td>11.67</td>\n",
|
||
" <td>11.66</td>\n",
|
||
" <td>0.01</td>\n",
|
||
" <td>0.0858</td>\n",
|
||
" <td>964063.16</td>\n",
|
||
" <td>1123441.855</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>14</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241206</td>\n",
|
||
" <td>11.44</td>\n",
|
||
" <td>11.70</td>\n",
|
||
" <td>11.43</td>\n",
|
||
" <td>11.66</td>\n",
|
||
" <td>11.44</td>\n",
|
||
" <td>0.22</td>\n",
|
||
" <td>1.9231</td>\n",
|
||
" <td>1726269.27</td>\n",
|
||
" <td>2004270.466</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>15</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241205</td>\n",
|
||
" <td>11.44</td>\n",
|
||
" <td>11.50</td>\n",
|
||
" <td>11.41</td>\n",
|
||
" <td>11.44</td>\n",
|
||
" <td>11.46</td>\n",
|
||
" <td>-0.02</td>\n",
|
||
" <td>-0.1745</td>\n",
|
||
" <td>687108.83</td>\n",
|
||
" <td>786137.964</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>16</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241204</td>\n",
|
||
" <td>11.44</td>\n",
|
||
" <td>11.53</td>\n",
|
||
" <td>11.37</td>\n",
|
||
" <td>11.46</td>\n",
|
||
" <td>11.49</td>\n",
|
||
" <td>-0.03</td>\n",
|
||
" <td>-0.2611</td>\n",
|
||
" <td>1007470.59</td>\n",
|
||
" <td>1154623.370</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>17</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241203</td>\n",
|
||
" <td>11.37</td>\n",
|
||
" <td>11.50</td>\n",
|
||
" <td>11.35</td>\n",
|
||
" <td>11.49</td>\n",
|
||
" <td>11.39</td>\n",
|
||
" <td>0.10</td>\n",
|
||
" <td>0.8780</td>\n",
|
||
" <td>1082559.36</td>\n",
|
||
" <td>1236992.678</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>18</th>\n",
|
||
" <td>000001.SZ</td>\n",
|
||
" <td>20241202</td>\n",
|
||
" <td>11.39</td>\n",
|
||
" <td>11.40</td>\n",
|
||
" <td>11.31</td>\n",
|
||
" <td>11.39</td>\n",
|
||
" <td>11.38</td>\n",
|
||
" <td>0.01</td>\n",
|
||
" <td>0.0879</td>\n",
|
||
" <td>975433.66</td>\n",
|
||
" <td>1108785.597</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
]
|
||
},
|
||
"execution_count": 12,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 12
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 2
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython2",
|
||
"version": "2.7.6"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 5
|
||
}
|