2150 lines
73 KiB
Plaintext
2150 lines
73 KiB
Plaintext
{
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"end_time": "2024-12-27T08:34:53.062609Z",
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"start_time": "2024-12-27T08:34:52.037312Z"
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}
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},
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"source": [
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"# https://akshare.akfamily.xyz/\n",
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"import akshare as ak"
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],
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"outputs": [],
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"execution_count": 2
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-12-27T02:12:08.773019Z",
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}
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},
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"cell_type": "code",
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"source": "ak.stock_individual_info_em(symbol='603444')",
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"id": "1a4d244bc84927b2",
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"outputs": [
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{
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"data": {
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"text/plain": [
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" item value\n",
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"0 股票代码 603444\n",
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"1 股票简称 吉比特\n",
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"2 总股本 72041101.0\n",
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"3 流通股 72041101.0\n",
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"4 总市值 16233021288.330002\n",
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"5 流通市值 16233021288.330002\n",
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"6 行业 游戏\n",
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"7 上市时间 20170104"
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" <tr>\n",
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" <th>0</th>\n",
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" <td>股票代码</td>\n",
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" <td>603444</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>股票简称</td>\n",
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" <td>吉比特</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>总股本</td>\n",
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" <td>72041101.0</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>流通股</td>\n",
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" <td>72041101.0</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>总市值</td>\n",
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" <td>16233021288.330002</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
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" <th>5</th>\n",
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||
" <td>流通市值</td>\n",
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" <td>16233021288.330002</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
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||
" <th>6</th>\n",
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||
" <td>行业</td>\n",
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" <td>游戏</td>\n",
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" </tr>\n",
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||
" <tr>\n",
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||
" <th>7</th>\n",
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||
" <td>上市时间</td>\n",
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||
" <td>20170104</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"source": "ak.stock_zh_a_spot_em()",
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"id": "89f27267106f686b",
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"outputs": [
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{
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"data": {
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"text/plain": [
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" 序号 代码 名称 最新价 涨跌幅 涨跌额 成交量 成交额 振幅 \\\n",
|
||
"0 1 300141 和顺电气 11.14 20.04 1.86 360242.0 3.958082e+08 20.58 \n",
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||
"1 2 300599 雄塑科技 7.67 20.03 1.28 128110.0 9.608535e+07 16.74 \n",
|
||
"2 3 300323 华灿光电 9.35 20.03 1.56 1101594.0 9.536143e+08 20.92 \n",
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"3 4 300547 川环科技 24.41 20.01 4.07 123590.0 3.016842e+08 0.00 \n",
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"4 5 300302 同有科技 18.12 16.53 2.57 443159.0 7.812255e+08 20.71 \n",
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"... ... ... ... ... ... ... ... ... ... \n",
|
||
"5674 5675 300006 莱美药业 4.13 -9.23 -0.42 639505.0 2.612891e+08 5.93 \n",
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"5675 5676 600725 云维股份 4.05 -9.40 -0.42 1407174.0 5.736473e+08 4.92 \n",
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||
"5676 5677 603777 来伊份 14.81 -9.97 -1.64 140751.0 2.090923e+08 2.98 \n",
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||
"5677 5678 002055 得润电子 8.54 -10.01 -0.95 107412.0 9.172985e+07 0.00 \n",
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"5678 5679 920082 方正阀门 17.80 -17.97 -3.90 104825.0 1.905696e+08 9.03 \n",
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"\n",
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" 最高 ... 量比 换手率 市盈率-动态 市净率 总市值 流通市值 \\\n",
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||
"0 11.14 ... 12.41 14.26 -3907.67 4.23 2.828274e+09 2.814741e+09 \n",
|
||
"1 7.67 ... 12.26 6.04 -44.17 1.32 2.746869e+09 1.627502e+09 \n",
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||
"2 9.35 ... 4.48 12.53 -31.65 2.11 1.517504e+10 8.220064e+09 \n",
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||
"3 24.41 ... 7.57 6.93 26.92 4.62 5.294680e+09 4.350438e+09 \n",
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||
"4 18.66 ... 16.40 12.01 207.76 6.38 8.684260e+09 6.684267e+09 \n",
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||
"... ... ... ... ... ... ... ... ... \n",
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||
"5674 4.22 ... 5.08 6.06 -123.81 2.12 4.360913e+09 4.360548e+09 \n",
|
||
"5675 4.24 ... 11.10 11.42 -410.76 14.22 4.991504e+09 4.991504e+09 \n",
|
||
"5676 15.30 ... 1.71 4.20 -87.71 2.80 4.984452e+09 4.968161e+09 \n",
|
||
"5677 8.54 ... 0.59 1.82 -30.79 2.07 5.162345e+09 5.050187e+09 \n",
|
||
"5678 19.33 ... 1.93 33.14 37.36 5.20 2.498408e+09 5.631030e+08 \n",
|
||
"\n",
|
||
" 涨速 5分钟涨跌 60日涨跌幅 年初至今涨跌幅 \n",
|
||
"0 0.00 0.00 32.78 6.81 \n",
|
||
"1 0.00 0.00 39.71 -1.92 \n",
|
||
"2 0.00 0.00 98.94 27.73 \n",
|
||
"3 0.00 0.00 59.33 48.57 \n",
|
||
"4 -0.22 -0.98 45.08 33.83 \n",
|
||
"... ... ... ... ... \n",
|
||
"5674 0.00 0.00 32.80 11.02 \n",
|
||
"5675 -0.74 0.00 56.98 39.66 \n",
|
||
"5676 0.00 0.00 51.59 10.77 \n",
|
||
"5677 0.00 0.00 40.23 -12.68 \n",
|
||
"5678 1.14 1.83 407.12 407.12 \n",
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"\n",
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"[5679 rows x 23 columns]"
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" <th>序号</th>\n",
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" <th>代码</th>\n",
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" <th>名称</th>\n",
|
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" <th>最新价</th>\n",
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" <th>涨跌幅</th>\n",
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" <th>涨跌额</th>\n",
|
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" <th>成交量</th>\n",
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" <th>成交额</th>\n",
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" <th>振幅</th>\n",
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" <th>最高</th>\n",
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" <th>...</th>\n",
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" <th>量比</th>\n",
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" <th>换手率</th>\n",
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" <th>市盈率-动态</th>\n",
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" <th>市净率</th>\n",
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" <th>总市值</th>\n",
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" <th>流通市值</th>\n",
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" <th>涨速</th>\n",
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" <th>5分钟涨跌</th>\n",
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" <th>60日涨跌幅</th>\n",
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" <tr>\n",
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" <th>0</th>\n",
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||
" <td>1</td>\n",
|
||
" <td>300141</td>\n",
|
||
" <td>和顺电气</td>\n",
|
||
" <td>11.14</td>\n",
|
||
" <td>20.04</td>\n",
|
||
" <td>1.86</td>\n",
|
||
" <td>360242.0</td>\n",
|
||
" <td>3.958082e+08</td>\n",
|
||
" <td>20.58</td>\n",
|
||
" <td>11.14</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>12.41</td>\n",
|
||
" <td>14.26</td>\n",
|
||
" <td>-3907.67</td>\n",
|
||
" <td>4.23</td>\n",
|
||
" <td>2.828274e+09</td>\n",
|
||
" <td>2.814741e+09</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>32.78</td>\n",
|
||
" <td>6.81</td>\n",
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" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>2</td>\n",
|
||
" <td>300599</td>\n",
|
||
" <td>雄塑科技</td>\n",
|
||
" <td>7.67</td>\n",
|
||
" <td>20.03</td>\n",
|
||
" <td>1.28</td>\n",
|
||
" <td>128110.0</td>\n",
|
||
" <td>9.608535e+07</td>\n",
|
||
" <td>16.74</td>\n",
|
||
" <td>7.67</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>12.26</td>\n",
|
||
" <td>6.04</td>\n",
|
||
" <td>-44.17</td>\n",
|
||
" <td>1.32</td>\n",
|
||
" <td>2.746869e+09</td>\n",
|
||
" <td>1.627502e+09</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>39.71</td>\n",
|
||
" <td>-1.92</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>3</td>\n",
|
||
" <td>300323</td>\n",
|
||
" <td>华灿光电</td>\n",
|
||
" <td>9.35</td>\n",
|
||
" <td>20.03</td>\n",
|
||
" <td>1.56</td>\n",
|
||
" <td>1101594.0</td>\n",
|
||
" <td>9.536143e+08</td>\n",
|
||
" <td>20.92</td>\n",
|
||
" <td>9.35</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>4.48</td>\n",
|
||
" <td>12.53</td>\n",
|
||
" <td>-31.65</td>\n",
|
||
" <td>2.11</td>\n",
|
||
" <td>1.517504e+10</td>\n",
|
||
" <td>8.220064e+09</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>98.94</td>\n",
|
||
" <td>27.73</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>4</td>\n",
|
||
" <td>300547</td>\n",
|
||
" <td>川环科技</td>\n",
|
||
" <td>24.41</td>\n",
|
||
" <td>20.01</td>\n",
|
||
" <td>4.07</td>\n",
|
||
" <td>123590.0</td>\n",
|
||
" <td>3.016842e+08</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>24.41</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>7.57</td>\n",
|
||
" <td>6.93</td>\n",
|
||
" <td>26.92</td>\n",
|
||
" <td>4.62</td>\n",
|
||
" <td>5.294680e+09</td>\n",
|
||
" <td>4.350438e+09</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>59.33</td>\n",
|
||
" <td>48.57</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>5</td>\n",
|
||
" <td>300302</td>\n",
|
||
" <td>同有科技</td>\n",
|
||
" <td>18.12</td>\n",
|
||
" <td>16.53</td>\n",
|
||
" <td>2.57</td>\n",
|
||
" <td>443159.0</td>\n",
|
||
" <td>7.812255e+08</td>\n",
|
||
" <td>20.71</td>\n",
|
||
" <td>18.66</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>16.40</td>\n",
|
||
" <td>12.01</td>\n",
|
||
" <td>207.76</td>\n",
|
||
" <td>6.38</td>\n",
|
||
" <td>8.684260e+09</td>\n",
|
||
" <td>6.684267e+09</td>\n",
|
||
" <td>-0.22</td>\n",
|
||
" <td>-0.98</td>\n",
|
||
" <td>45.08</td>\n",
|
||
" <td>33.83</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",
|
||
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|
||
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||
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|
||
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|
||
" <th>5674</th>\n",
|
||
" <td>5675</td>\n",
|
||
" <td>300006</td>\n",
|
||
" <td>莱美药业</td>\n",
|
||
" <td>4.13</td>\n",
|
||
" <td>-9.23</td>\n",
|
||
" <td>-0.42</td>\n",
|
||
" <td>639505.0</td>\n",
|
||
" <td>2.612891e+08</td>\n",
|
||
" <td>5.93</td>\n",
|
||
" <td>4.22</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5.08</td>\n",
|
||
" <td>6.06</td>\n",
|
||
" <td>-123.81</td>\n",
|
||
" <td>2.12</td>\n",
|
||
" <td>4.360913e+09</td>\n",
|
||
" <td>4.360548e+09</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>32.80</td>\n",
|
||
" <td>11.02</td>\n",
|
||
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|
||
" <tr>\n",
|
||
" <th>5675</th>\n",
|
||
" <td>5676</td>\n",
|
||
" <td>600725</td>\n",
|
||
" <td>云维股份</td>\n",
|
||
" <td>4.05</td>\n",
|
||
" <td>-9.40</td>\n",
|
||
" <td>-0.42</td>\n",
|
||
" <td>1407174.0</td>\n",
|
||
" <td>5.736473e+08</td>\n",
|
||
" <td>4.92</td>\n",
|
||
" <td>4.24</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>11.10</td>\n",
|
||
" <td>11.42</td>\n",
|
||
" <td>-410.76</td>\n",
|
||
" <td>14.22</td>\n",
|
||
" <td>4.991504e+09</td>\n",
|
||
" <td>4.991504e+09</td>\n",
|
||
" <td>-0.74</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>56.98</td>\n",
|
||
" <td>39.66</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>5676</th>\n",
|
||
" <td>5677</td>\n",
|
||
" <td>603777</td>\n",
|
||
" <td>来伊份</td>\n",
|
||
" <td>14.81</td>\n",
|
||
" <td>-9.97</td>\n",
|
||
" <td>-1.64</td>\n",
|
||
" <td>140751.0</td>\n",
|
||
" <td>2.090923e+08</td>\n",
|
||
" <td>2.98</td>\n",
|
||
" <td>15.30</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>1.71</td>\n",
|
||
" <td>4.20</td>\n",
|
||
" <td>-87.71</td>\n",
|
||
" <td>2.80</td>\n",
|
||
" <td>4.984452e+09</td>\n",
|
||
" <td>4.968161e+09</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>51.59</td>\n",
|
||
" <td>10.77</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>5677</th>\n",
|
||
" <td>5678</td>\n",
|
||
" <td>002055</td>\n",
|
||
" <td>得润电子</td>\n",
|
||
" <td>8.54</td>\n",
|
||
" <td>-10.01</td>\n",
|
||
" <td>-0.95</td>\n",
|
||
" <td>107412.0</td>\n",
|
||
" <td>9.172985e+07</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>8.54</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>0.59</td>\n",
|
||
" <td>1.82</td>\n",
|
||
" <td>-30.79</td>\n",
|
||
" <td>2.07</td>\n",
|
||
" <td>5.162345e+09</td>\n",
|
||
" <td>5.050187e+09</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>40.23</td>\n",
|
||
" <td>-12.68</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>5678</th>\n",
|
||
" <td>5679</td>\n",
|
||
" <td>920082</td>\n",
|
||
" <td>方正阀门</td>\n",
|
||
" <td>17.80</td>\n",
|
||
" <td>-17.97</td>\n",
|
||
" <td>-3.90</td>\n",
|
||
" <td>104825.0</td>\n",
|
||
" <td>1.905696e+08</td>\n",
|
||
" <td>9.03</td>\n",
|
||
" <td>19.33</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>1.93</td>\n",
|
||
" <td>33.14</td>\n",
|
||
" <td>37.36</td>\n",
|
||
" <td>5.20</td>\n",
|
||
" <td>2.498408e+09</td>\n",
|
||
" <td>5.631030e+08</td>\n",
|
||
" <td>1.14</td>\n",
|
||
" <td>1.83</td>\n",
|
||
" <td>407.12</td>\n",
|
||
" <td>407.12</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>5679 rows × 23 columns</p>\n",
|
||
"</div>"
|
||
]
|
||
},
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 11
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2024-12-27T08:37:55.340388Z",
|
||
"start_time": "2024-12-27T08:37:55.114586Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# 东方财富接口\n",
|
||
"ak.stock_zh_a_hist(symbol=\"430017\", period='daily', end_date=\"20241231\", adjust=\"qfq\")"
|
||
],
|
||
"id": "25fbf8bbd22847ab",
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
" 日期 股票代码 开盘 收盘 最高 最低 成交量 成交额 \\\n",
|
||
"0 2012-12-17 430017 7.79 7.79 7.79 7.79 6000 5400000.00 \n",
|
||
"1 2013-12-03 430017 10.05 10.05 10.05 10.05 17326 19509300.00 \n",
|
||
"2 2014-01-03 430017 9.79 9.79 9.79 9.79 3000 3300000.00 \n",
|
||
"3 2014-08-15 430017 14.29 18.92 28.79 14.29 40 80500.00 \n",
|
||
"4 2014-08-20 430017 36.79 36.79 36.79 36.79 10 38000.00 \n",
|
||
"... ... ... ... ... ... ... ... ... \n",
|
||
"1353 2024-12-23 430017 14.89 14.47 15.25 14.33 22186 32945621.97 \n",
|
||
"1354 2024-12-24 430017 14.50 14.39 14.77 14.10 14716 21191950.82 \n",
|
||
"1355 2024-12-25 430017 14.64 14.32 14.89 14.31 20950 30487232.79 \n",
|
||
"1356 2024-12-26 430017 14.31 14.23 14.47 14.04 21960 31314458.50 \n",
|
||
"1357 2024-12-27 430017 14.25 14.28 14.46 14.16 16080 22968456.88 \n",
|
||
"\n",
|
||
" 振幅 涨跌幅 涨跌额 换手率 \n",
|
||
"0 0.00 -34.26 -4.06 1.04 \n",
|
||
"1 0.00 29.01 2.26 2.24 \n",
|
||
"2 0.00 -2.59 -0.26 0.39 \n",
|
||
"3 148.11 93.26 9.13 0.01 \n",
|
||
"4 0.00 94.45 17.87 0.00 \n",
|
||
"... ... ... ... ... \n",
|
||
"1353 6.17 -2.89 -0.43 1.83 \n",
|
||
"1354 4.63 -0.55 -0.08 1.22 \n",
|
||
"1355 4.03 -0.49 -0.07 1.73 \n",
|
||
"1356 3.00 -0.63 -0.09 1.81 \n",
|
||
"1357 2.11 0.35 0.05 1.33 \n",
|
||
"\n",
|
||
"[1358 rows x 12 columns]"
|
||
],
|
||
"text/html": [
|
||
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|
||
"<style scoped>\n",
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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|
||
"</style>\n",
|
||
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|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>日期</th>\n",
|
||
" <th>股票代码</th>\n",
|
||
" <th>开盘</th>\n",
|
||
" <th>收盘</th>\n",
|
||
" <th>最高</th>\n",
|
||
" <th>最低</th>\n",
|
||
" <th>成交量</th>\n",
|
||
" <th>成交额</th>\n",
|
||
" <th>振幅</th>\n",
|
||
" <th>涨跌幅</th>\n",
|
||
" <th>涨跌额</th>\n",
|
||
" <th>换手率</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>2012-12-17</td>\n",
|
||
" <td>430017</td>\n",
|
||
" <td>7.79</td>\n",
|
||
" <td>7.79</td>\n",
|
||
" <td>7.79</td>\n",
|
||
" <td>7.79</td>\n",
|
||
" <td>6000</td>\n",
|
||
" <td>5400000.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>-34.26</td>\n",
|
||
" <td>-4.06</td>\n",
|
||
" <td>1.04</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>2013-12-03</td>\n",
|
||
" <td>430017</td>\n",
|
||
" <td>10.05</td>\n",
|
||
" <td>10.05</td>\n",
|
||
" <td>10.05</td>\n",
|
||
" <td>10.05</td>\n",
|
||
" <td>17326</td>\n",
|
||
" <td>19509300.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>29.01</td>\n",
|
||
" <td>2.26</td>\n",
|
||
" <td>2.24</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>2014-01-03</td>\n",
|
||
" <td>430017</td>\n",
|
||
" <td>9.79</td>\n",
|
||
" <td>9.79</td>\n",
|
||
" <td>9.79</td>\n",
|
||
" <td>9.79</td>\n",
|
||
" <td>3000</td>\n",
|
||
" <td>3300000.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>-2.59</td>\n",
|
||
" <td>-0.26</td>\n",
|
||
" <td>0.39</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>2014-08-15</td>\n",
|
||
" <td>430017</td>\n",
|
||
" <td>14.29</td>\n",
|
||
" <td>18.92</td>\n",
|
||
" <td>28.79</td>\n",
|
||
" <td>14.29</td>\n",
|
||
" <td>40</td>\n",
|
||
" <td>80500.00</td>\n",
|
||
" <td>148.11</td>\n",
|
||
" <td>93.26</td>\n",
|
||
" <td>9.13</td>\n",
|
||
" <td>0.01</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>2014-08-20</td>\n",
|
||
" <td>430017</td>\n",
|
||
" <td>36.79</td>\n",
|
||
" <td>36.79</td>\n",
|
||
" <td>36.79</td>\n",
|
||
" <td>36.79</td>\n",
|
||
" <td>10</td>\n",
|
||
" <td>38000.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>94.45</td>\n",
|
||
" <td>17.87</td>\n",
|
||
" <td>0.00</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",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1353</th>\n",
|
||
" <td>2024-12-23</td>\n",
|
||
" <td>430017</td>\n",
|
||
" <td>14.89</td>\n",
|
||
" <td>14.47</td>\n",
|
||
" <td>15.25</td>\n",
|
||
" <td>14.33</td>\n",
|
||
" <td>22186</td>\n",
|
||
" <td>32945621.97</td>\n",
|
||
" <td>6.17</td>\n",
|
||
" <td>-2.89</td>\n",
|
||
" <td>-0.43</td>\n",
|
||
" <td>1.83</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1354</th>\n",
|
||
" <td>2024-12-24</td>\n",
|
||
" <td>430017</td>\n",
|
||
" <td>14.50</td>\n",
|
||
" <td>14.39</td>\n",
|
||
" <td>14.77</td>\n",
|
||
" <td>14.10</td>\n",
|
||
" <td>14716</td>\n",
|
||
" <td>21191950.82</td>\n",
|
||
" <td>4.63</td>\n",
|
||
" <td>-0.55</td>\n",
|
||
" <td>-0.08</td>\n",
|
||
" <td>1.22</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1355</th>\n",
|
||
" <td>2024-12-25</td>\n",
|
||
" <td>430017</td>\n",
|
||
" <td>14.64</td>\n",
|
||
" <td>14.32</td>\n",
|
||
" <td>14.89</td>\n",
|
||
" <td>14.31</td>\n",
|
||
" <td>20950</td>\n",
|
||
" <td>30487232.79</td>\n",
|
||
" <td>4.03</td>\n",
|
||
" <td>-0.49</td>\n",
|
||
" <td>-0.07</td>\n",
|
||
" <td>1.73</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1356</th>\n",
|
||
" <td>2024-12-26</td>\n",
|
||
" <td>430017</td>\n",
|
||
" <td>14.31</td>\n",
|
||
" <td>14.23</td>\n",
|
||
" <td>14.47</td>\n",
|
||
" <td>14.04</td>\n",
|
||
" <td>21960</td>\n",
|
||
" <td>31314458.50</td>\n",
|
||
" <td>3.00</td>\n",
|
||
" <td>-0.63</td>\n",
|
||
" <td>-0.09</td>\n",
|
||
" <td>1.81</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1357</th>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>430017</td>\n",
|
||
" <td>14.25</td>\n",
|
||
" <td>14.28</td>\n",
|
||
" <td>14.46</td>\n",
|
||
" <td>14.16</td>\n",
|
||
" <td>16080</td>\n",
|
||
" <td>22968456.88</td>\n",
|
||
" <td>2.11</td>\n",
|
||
" <td>0.35</td>\n",
|
||
" <td>0.05</td>\n",
|
||
" <td>1.33</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>1358 rows × 12 columns</p>\n",
|
||
"</div>"
|
||
]
|
||
},
|
||
"execution_count": 6,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 6
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2024-12-27T03:55:23.409095Z",
|
||
"start_time": "2024-12-27T03:55:22.805125Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# 基金接口\n",
|
||
"df = ak.fund_etf_spot_em()\n",
|
||
"# 找出\"代码\"列值为512000的行\n",
|
||
"df[df['代码'] == '512000']"
|
||
],
|
||
"id": "f29b785bcb36ea54",
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
" 代码 名称 最新价 IOPV实时估值 基金折价率 涨跌额 涨跌幅 成交量 成交额 \\\n",
|
||
"55 512000 券商ETF 1.17 1.1694 -0.05 0.019 1.65 8215254.0 954624261.0 \n",
|
||
"\n",
|
||
" 开盘价 ... 小单净流入-净额 小单净流入-净占比 现手 买一 卖一 最新份额 \\\n",
|
||
"55 1.151 ... -35180913.0 -3.69 -60.0 1.169 1.17 2.081552e+10 \n",
|
||
"\n",
|
||
" 流通市值 总市值 数据日期 更新时间 \n",
|
||
"55 24354155704 24354155704 2024-12-27 2024-12-27 11:55:21+08:00 \n",
|
||
"\n",
|
||
"[1 rows x 37 columns]"
|
||
],
|
||
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|
||
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|
||
"<style scoped>\n",
|
||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>代码</th>\n",
|
||
" <th>名称</th>\n",
|
||
" <th>最新价</th>\n",
|
||
" <th>IOPV实时估值</th>\n",
|
||
" <th>基金折价率</th>\n",
|
||
" <th>涨跌额</th>\n",
|
||
" <th>涨跌幅</th>\n",
|
||
" <th>成交量</th>\n",
|
||
" <th>成交额</th>\n",
|
||
" <th>开盘价</th>\n",
|
||
" <th>...</th>\n",
|
||
" <th>小单净流入-净额</th>\n",
|
||
" <th>小单净流入-净占比</th>\n",
|
||
" <th>现手</th>\n",
|
||
" <th>买一</th>\n",
|
||
" <th>卖一</th>\n",
|
||
" <th>最新份额</th>\n",
|
||
" <th>流通市值</th>\n",
|
||
" <th>总市值</th>\n",
|
||
" <th>数据日期</th>\n",
|
||
" <th>更新时间</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>55</th>\n",
|
||
" <td>512000</td>\n",
|
||
" <td>券商ETF</td>\n",
|
||
" <td>1.17</td>\n",
|
||
" <td>1.1694</td>\n",
|
||
" <td>-0.05</td>\n",
|
||
" <td>0.019</td>\n",
|
||
" <td>1.65</td>\n",
|
||
" <td>8215254.0</td>\n",
|
||
" <td>954624261.0</td>\n",
|
||
" <td>1.151</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>-35180913.0</td>\n",
|
||
" <td>-3.69</td>\n",
|
||
" <td>-60.0</td>\n",
|
||
" <td>1.169</td>\n",
|
||
" <td>1.17</td>\n",
|
||
" <td>2.081552e+10</td>\n",
|
||
" <td>24354155704</td>\n",
|
||
" <td>24354155704</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 11:55:21+08:00</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>1 rows × 37 columns</p>\n",
|
||
"</div>"
|
||
]
|
||
},
|
||
"execution_count": 25,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 25
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2024-12-27T03:59:06.218679Z",
|
||
"start_time": "2024-12-27T03:59:05.849429Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": [
|
||
"df = ak.article_epu_index()\n",
|
||
"# 按year列和month列进行倒序排列\n",
|
||
"df.sort_values(by=['year', 'month'], ascending=False)"
|
||
],
|
||
"id": "f4abb984f885757a",
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
" year month China_Policy_Index\n",
|
||
"346 2023 11 743.397580\n",
|
||
"345 2023 10 603.739890\n",
|
||
"344 2023 9 819.746150\n",
|
||
"343 2023 8 709.881990\n",
|
||
"342 2023 7 704.566080\n",
|
||
".. ... ... ...\n",
|
||
"4 1995 5 177.096860\n",
|
||
"3 1995 4 131.034710\n",
|
||
"2 1995 3 88.227035\n",
|
||
"1 1995 2 193.987850\n",
|
||
"0 1995 1 192.911910\n",
|
||
"\n",
|
||
"[347 rows x 3 columns]"
|
||
],
|
||
"text/html": [
|
||
"<div>\n",
|
||
"<style scoped>\n",
|
||
" .dataframe tbody tr th:only-of-type {\n",
|
||
" vertical-align: middle;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe tbody tr th {\n",
|
||
" vertical-align: top;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe thead th {\n",
|
||
" text-align: right;\n",
|
||
" }\n",
|
||
"</style>\n",
|
||
"<table border=\"1\" class=\"dataframe\">\n",
|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>year</th>\n",
|
||
" <th>month</th>\n",
|
||
" <th>China_Policy_Index</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>346</th>\n",
|
||
" <td>2023</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>743.397580</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>345</th>\n",
|
||
" <td>2023</td>\n",
|
||
" <td>10</td>\n",
|
||
" <td>603.739890</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>344</th>\n",
|
||
" <td>2023</td>\n",
|
||
" <td>9</td>\n",
|
||
" <td>819.746150</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>343</th>\n",
|
||
" <td>2023</td>\n",
|
||
" <td>8</td>\n",
|
||
" <td>709.881990</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>342</th>\n",
|
||
" <td>2023</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>704.566080</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>...</th>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>1995</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>177.096860</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>1995</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>131.034710</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>1995</td>\n",
|
||
" <td>3</td>\n",
|
||
" <td>88.227035</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>1995</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>193.987850</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>1995</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>192.911910</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>347 rows × 3 columns</p>\n",
|
||
"</div>"
|
||
]
|
||
},
|
||
"execution_count": 27,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 27
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2024-12-27T04:11:29.461339Z",
|
||
"start_time": "2024-12-27T04:11:28.553806Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": "ak.fund_info_index_em(symbol=\"全部\", indicator=\"全部\")",
|
||
"id": "3d67aefe3a8c6301",
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
" 基金代码 基金名称 单位净值 日期 日增长率 近1周 近1月 \\\n",
|
||
"0 167301 方正富邦中证保险A 1.0290 2024-12-26 -0.29 2.08 3.94 \n",
|
||
"1 018099 方正富邦中证保险C 1.0230 2024-12-26 -0.29 2.10 3.86 \n",
|
||
"2 019141 易方达中证电信主题ETF联接发起式A 1.3474 2024-12-26 1.64 0.89 9.18 \n",
|
||
"3 019142 易方达中证电信主题ETF联接发起式C 1.3423 2024-12-26 1.64 0.88 9.15 \n",
|
||
"4 007817 国泰中证全指通信设备ETF联接A 1.4350 2024-12-26 4.00 3.36 10.20 \n",
|
||
"... ... ... ... ... ... ... ... \n",
|
||
"2958 022563 农银中证同业存单AAA指数7天持有 1.0004 2024-12-20 NaN 0.03 NaN \n",
|
||
"2959 022925 易方达中证红利ETF联接发起式Y 1.2361 2024-12-26 -0.44 0.20 NaN \n",
|
||
"2960 022483 国泰中证全指家用电器ETF联接E 1.3869 2024-12-26 1.24 1.51 7.22 \n",
|
||
"2961 022689 申万菱信中证A500指数增强C 1.0000 2024-12-20 NaN NaN NaN \n",
|
||
"2962 022699 华泰柏瑞沪深300ETF联接I 0.9790 2024-12-26 0.04 1.08 3.66 \n",
|
||
"\n",
|
||
" 近3月 近6月 近1年 近2年 近3年 今年来 成立来 手续费 起购金额 跟踪标的 跟踪方式 \n",
|
||
"0 7.08 32.95 48.48 42.13 30.92 44.52 72.41 0.08 10元 全部 全部 \n",
|
||
"1 7.01 32.86 48.05 NaN NaN 44.08 37.13 0.00 10元 全部 全部 \n",
|
||
"2 29.56 37.53 47.71 NaN NaN 43.13 34.74 0.12 10元 全部 全部 \n",
|
||
"3 29.47 37.32 47.26 NaN NaN 42.71 34.23 0.00 10元 全部 全部 \n",
|
||
"4 28.14 22.50 46.73 76.79 32.48 39.13 43.50 0.10 10元 全部 全部 \n",
|
||
"... ... ... ... ... ... ... ... ... ... ... ... \n",
|
||
"2958 NaN NaN NaN NaN NaN NaN 0.04 0.00 10元 全部 全部 \n",
|
||
"2959 NaN NaN NaN NaN NaN NaN -0.48 0.00 10元 全部 全部 \n",
|
||
"2960 NaN NaN NaN NaN NaN NaN 2.72 0.00 100元 全部 全部 \n",
|
||
"2961 NaN NaN NaN NaN NaN NaN 0.00 0.00 10元 全部 全部 \n",
|
||
"2962 NaN NaN NaN NaN NaN NaN 3.66 0.00 10元 全部 全部 \n",
|
||
"\n",
|
||
"[2963 rows x 18 columns]"
|
||
],
|
||
"text/html": [
|
||
"<div>\n",
|
||
"<style scoped>\n",
|
||
" .dataframe tbody tr th:only-of-type {\n",
|
||
" vertical-align: middle;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe tbody tr th {\n",
|
||
" vertical-align: top;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe thead th {\n",
|
||
" text-align: right;\n",
|
||
" }\n",
|
||
"</style>\n",
|
||
"<table border=\"1\" class=\"dataframe\">\n",
|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>基金代码</th>\n",
|
||
" <th>基金名称</th>\n",
|
||
" <th>单位净值</th>\n",
|
||
" <th>日期</th>\n",
|
||
" <th>日增长率</th>\n",
|
||
" <th>近1周</th>\n",
|
||
" <th>近1月</th>\n",
|
||
" <th>近3月</th>\n",
|
||
" <th>近6月</th>\n",
|
||
" <th>近1年</th>\n",
|
||
" <th>近2年</th>\n",
|
||
" <th>近3年</th>\n",
|
||
" <th>今年来</th>\n",
|
||
" <th>成立来</th>\n",
|
||
" <th>手续费</th>\n",
|
||
" <th>起购金额</th>\n",
|
||
" <th>跟踪标的</th>\n",
|
||
" <th>跟踪方式</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>167301</td>\n",
|
||
" <td>方正富邦中证保险A</td>\n",
|
||
" <td>1.0290</td>\n",
|
||
" <td>2024-12-26</td>\n",
|
||
" <td>-0.29</td>\n",
|
||
" <td>2.08</td>\n",
|
||
" <td>3.94</td>\n",
|
||
" <td>7.08</td>\n",
|
||
" <td>32.95</td>\n",
|
||
" <td>48.48</td>\n",
|
||
" <td>42.13</td>\n",
|
||
" <td>30.92</td>\n",
|
||
" <td>44.52</td>\n",
|
||
" <td>72.41</td>\n",
|
||
" <td>0.08</td>\n",
|
||
" <td>10元</td>\n",
|
||
" <td>全部</td>\n",
|
||
" <td>全部</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>018099</td>\n",
|
||
" <td>方正富邦中证保险C</td>\n",
|
||
" <td>1.0230</td>\n",
|
||
" <td>2024-12-26</td>\n",
|
||
" <td>-0.29</td>\n",
|
||
" <td>2.10</td>\n",
|
||
" <td>3.86</td>\n",
|
||
" <td>7.01</td>\n",
|
||
" <td>32.86</td>\n",
|
||
" <td>48.05</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>44.08</td>\n",
|
||
" <td>37.13</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>10元</td>\n",
|
||
" <td>全部</td>\n",
|
||
" <td>全部</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>019141</td>\n",
|
||
" <td>易方达中证电信主题ETF联接发起式A</td>\n",
|
||
" <td>1.3474</td>\n",
|
||
" <td>2024-12-26</td>\n",
|
||
" <td>1.64</td>\n",
|
||
" <td>0.89</td>\n",
|
||
" <td>9.18</td>\n",
|
||
" <td>29.56</td>\n",
|
||
" <td>37.53</td>\n",
|
||
" <td>47.71</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>43.13</td>\n",
|
||
" <td>34.74</td>\n",
|
||
" <td>0.12</td>\n",
|
||
" <td>10元</td>\n",
|
||
" <td>全部</td>\n",
|
||
" <td>全部</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>019142</td>\n",
|
||
" <td>易方达中证电信主题ETF联接发起式C</td>\n",
|
||
" <td>1.3423</td>\n",
|
||
" <td>2024-12-26</td>\n",
|
||
" <td>1.64</td>\n",
|
||
" <td>0.88</td>\n",
|
||
" <td>9.15</td>\n",
|
||
" <td>29.47</td>\n",
|
||
" <td>37.32</td>\n",
|
||
" <td>47.26</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>42.71</td>\n",
|
||
" <td>34.23</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>10元</td>\n",
|
||
" <td>全部</td>\n",
|
||
" <td>全部</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>007817</td>\n",
|
||
" <td>国泰中证全指通信设备ETF联接A</td>\n",
|
||
" <td>1.4350</td>\n",
|
||
" <td>2024-12-26</td>\n",
|
||
" <td>4.00</td>\n",
|
||
" <td>3.36</td>\n",
|
||
" <td>10.20</td>\n",
|
||
" <td>28.14</td>\n",
|
||
" <td>22.50</td>\n",
|
||
" <td>46.73</td>\n",
|
||
" <td>76.79</td>\n",
|
||
" <td>32.48</td>\n",
|
||
" <td>39.13</td>\n",
|
||
" <td>43.50</td>\n",
|
||
" <td>0.10</td>\n",
|
||
" <td>10元</td>\n",
|
||
" <td>全部</td>\n",
|
||
" <td>全部</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",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2958</th>\n",
|
||
" <td>022563</td>\n",
|
||
" <td>农银中证同业存单AAA指数7天持有</td>\n",
|
||
" <td>1.0004</td>\n",
|
||
" <td>2024-12-20</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.03</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>0.04</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>10元</td>\n",
|
||
" <td>全部</td>\n",
|
||
" <td>全部</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2959</th>\n",
|
||
" <td>022925</td>\n",
|
||
" <td>易方达中证红利ETF联接发起式Y</td>\n",
|
||
" <td>1.2361</td>\n",
|
||
" <td>2024-12-26</td>\n",
|
||
" <td>-0.44</td>\n",
|
||
" <td>0.20</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>-0.48</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>10元</td>\n",
|
||
" <td>全部</td>\n",
|
||
" <td>全部</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2960</th>\n",
|
||
" <td>022483</td>\n",
|
||
" <td>国泰中证全指家用电器ETF联接E</td>\n",
|
||
" <td>1.3869</td>\n",
|
||
" <td>2024-12-26</td>\n",
|
||
" <td>1.24</td>\n",
|
||
" <td>1.51</td>\n",
|
||
" <td>7.22</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>2.72</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>100元</td>\n",
|
||
" <td>全部</td>\n",
|
||
" <td>全部</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2961</th>\n",
|
||
" <td>022689</td>\n",
|
||
" <td>申万菱信中证A500指数增强C</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>2024-12-20</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>0.00</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>10元</td>\n",
|
||
" <td>全部</td>\n",
|
||
" <td>全部</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2962</th>\n",
|
||
" <td>022699</td>\n",
|
||
" <td>华泰柏瑞沪深300ETF联接I</td>\n",
|
||
" <td>0.9790</td>\n",
|
||
" <td>2024-12-26</td>\n",
|
||
" <td>0.04</td>\n",
|
||
" <td>1.08</td>\n",
|
||
" <td>3.66</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>3.66</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>10元</td>\n",
|
||
" <td>全部</td>\n",
|
||
" <td>全部</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>2963 rows × 18 columns</p>\n",
|
||
"</div>"
|
||
]
|
||
},
|
||
"execution_count": 29,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 29
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2024-12-27T04:17:11.190028Z",
|
||
"start_time": "2024-12-27T04:17:10.707289Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": "ak.fund_etf_spot_em()",
|
||
"id": "a1c16759ebb556e2",
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
" 代码 名称 最新价 IOPV实时估值 基金折价率 涨跌额 涨跌幅 成交量 \\\n",
|
||
"0 513160 港股科技30ETF 0.959 0.9575 -0.16 0.030 3.23 2860374.0 \n",
|
||
"1 512670 国防ETF 0.719 0.7187 -0.04 0.021 3.01 2420884.0 \n",
|
||
"2 159851 金融科技ETF 1.529 1.5284 -0.04 0.042 2.82 3338805.0 \n",
|
||
"3 512560 军工ETF易方达 0.659 0.6586 -0.06 0.018 2.81 522632.0 \n",
|
||
"4 512680 军工ETF龙头 1.110 1.1084 -0.14 0.030 2.78 659696.0 \n",
|
||
"... ... ... ... ... ... ... ... ... \n",
|
||
"1007 159569 港股红利低波ETF 1.144 1.1439 -0.01 -0.037 -3.13 1864305.0 \n",
|
||
"1008 517900 银行ETF优选 1.309 1.3012 -0.60 -0.093 -6.63 342295.0 \n",
|
||
"1009 520890 港股通红利低波ETF 1.228 1.1984 -2.47 -0.136 -9.97 74577.0 \n",
|
||
"1010 159333 港股央企红利ETF 1.238 1.1917 -3.89 -0.138 -10.03 183629.0 \n",
|
||
"1011 159331 红利港股ETF 1.148 1.1038 -4.00 -0.128 -10.03 128631.0 \n",
|
||
"\n",
|
||
" 成交额 开盘价 ... 小单净流入-净额 小单净流入-净占比 现手 买一 卖一 \\\n",
|
||
"0 2.741496e+08 0.931 ... 9079216.0 3.31 50.0 0.958 0.959 \n",
|
||
"1 1.731214e+08 0.715 ... -11392586.0 -6.58 19.0 0.718 0.719 \n",
|
||
"2 5.050895e+08 1.483 ... -25819510.0 -5.11 5.0 1.528 1.529 \n",
|
||
"3 3.420970e+07 0.652 ... -1642106.0 -4.80 323.0 0.657 0.659 \n",
|
||
"4 7.270912e+07 1.097 ... -2635261.0 -3.62 5.0 1.109 1.110 \n",
|
||
"... ... ... ... ... ... ... ... ... \n",
|
||
"1007 2.148732e+08 1.194 ... 6265607.0 2.92 -100.0 1.144 1.145 \n",
|
||
"1008 4.473688e+07 1.365 ... 10027234.0 22.41 -30.0 1.309 1.311 \n",
|
||
"1009 9.158056e+06 1.228 ... 2995214.0 32.71 7.0 NaN 1.228 \n",
|
||
"1010 2.273327e+07 1.238 ... 7397049.0 32.54 10.0 NaN 1.238 \n",
|
||
"1011 1.476684e+07 1.148 ... 4133259.0 27.99 114.0 NaN 1.148 \n",
|
||
"\n",
|
||
" 最新份额 流通市值 总市值 数据日期 \\\n",
|
||
"0 1.011893e+08 97040539 97040539 2024-12-27 \n",
|
||
"1 4.408653e+09 3169821179 3169821179 2024-12-27 \n",
|
||
"2 3.165452e+09 4839976230 4839976230 2024-12-27 \n",
|
||
"3 1.134127e+09 747389698 747389698 2024-12-27 \n",
|
||
"4 3.432930e+09 3810552407 3810552407 2024-12-27 \n",
|
||
"... ... ... ... ... \n",
|
||
"1007 5.214724e+07 59656444 59656444 2024-12-27 \n",
|
||
"1008 4.699350e+07 61514492 61514492 2024-12-27 \n",
|
||
"1009 3.500800e+07 42989824 42989824 2024-12-27 \n",
|
||
"1010 1.249528e+08 154691610 154691610 2024-12-27 \n",
|
||
"1011 6.869418e+07 78860917 78860917 2024-12-27 \n",
|
||
"\n",
|
||
" 更新时间 \n",
|
||
"0 2024-12-27 12:17:09+08:00 \n",
|
||
"1 2024-12-27 12:17:10+08:00 \n",
|
||
"2 2024-12-27 12:16:48+08:00 \n",
|
||
"3 2024-12-27 12:17:09+08:00 \n",
|
||
"4 2024-12-27 12:17:09+08:00 \n",
|
||
"... ... \n",
|
||
"1007 2024-12-27 12:17:09+08:00 \n",
|
||
"1008 2024-12-27 12:17:10+08:00 \n",
|
||
"1009 2024-12-27 12:17:09+08:00 \n",
|
||
"1010 2024-12-27 12:16:33+08:00 \n",
|
||
"1011 2024-12-27 12:16:21+08:00 \n",
|
||
"\n",
|
||
"[1012 rows x 37 columns]"
|
||
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|
||
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|
||
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|
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|
||
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|
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|
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>代码</th>\n",
|
||
" <th>名称</th>\n",
|
||
" <th>最新价</th>\n",
|
||
" <th>IOPV实时估值</th>\n",
|
||
" <th>基金折价率</th>\n",
|
||
" <th>涨跌额</th>\n",
|
||
" <th>涨跌幅</th>\n",
|
||
" <th>成交量</th>\n",
|
||
" <th>成交额</th>\n",
|
||
" <th>开盘价</th>\n",
|
||
" <th>...</th>\n",
|
||
" <th>小单净流入-净额</th>\n",
|
||
" <th>小单净流入-净占比</th>\n",
|
||
" <th>现手</th>\n",
|
||
" <th>买一</th>\n",
|
||
" <th>卖一</th>\n",
|
||
" <th>最新份额</th>\n",
|
||
" <th>流通市值</th>\n",
|
||
" <th>总市值</th>\n",
|
||
" <th>数据日期</th>\n",
|
||
" <th>更新时间</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>513160</td>\n",
|
||
" <td>港股科技30ETF</td>\n",
|
||
" <td>0.959</td>\n",
|
||
" <td>0.9575</td>\n",
|
||
" <td>-0.16</td>\n",
|
||
" <td>0.030</td>\n",
|
||
" <td>3.23</td>\n",
|
||
" <td>2860374.0</td>\n",
|
||
" <td>2.741496e+08</td>\n",
|
||
" <td>0.931</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>9079216.0</td>\n",
|
||
" <td>3.31</td>\n",
|
||
" <td>50.0</td>\n",
|
||
" <td>0.958</td>\n",
|
||
" <td>0.959</td>\n",
|
||
" <td>1.011893e+08</td>\n",
|
||
" <td>97040539</td>\n",
|
||
" <td>97040539</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 12:17:09+08:00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>512670</td>\n",
|
||
" <td>国防ETF</td>\n",
|
||
" <td>0.719</td>\n",
|
||
" <td>0.7187</td>\n",
|
||
" <td>-0.04</td>\n",
|
||
" <td>0.021</td>\n",
|
||
" <td>3.01</td>\n",
|
||
" <td>2420884.0</td>\n",
|
||
" <td>1.731214e+08</td>\n",
|
||
" <td>0.715</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>-11392586.0</td>\n",
|
||
" <td>-6.58</td>\n",
|
||
" <td>19.0</td>\n",
|
||
" <td>0.718</td>\n",
|
||
" <td>0.719</td>\n",
|
||
" <td>4.408653e+09</td>\n",
|
||
" <td>3169821179</td>\n",
|
||
" <td>3169821179</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 12:17:10+08:00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>159851</td>\n",
|
||
" <td>金融科技ETF</td>\n",
|
||
" <td>1.529</td>\n",
|
||
" <td>1.5284</td>\n",
|
||
" <td>-0.04</td>\n",
|
||
" <td>0.042</td>\n",
|
||
" <td>2.82</td>\n",
|
||
" <td>3338805.0</td>\n",
|
||
" <td>5.050895e+08</td>\n",
|
||
" <td>1.483</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>-25819510.0</td>\n",
|
||
" <td>-5.11</td>\n",
|
||
" <td>5.0</td>\n",
|
||
" <td>1.528</td>\n",
|
||
" <td>1.529</td>\n",
|
||
" <td>3.165452e+09</td>\n",
|
||
" <td>4839976230</td>\n",
|
||
" <td>4839976230</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 12:16:48+08:00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>512560</td>\n",
|
||
" <td>军工ETF易方达</td>\n",
|
||
" <td>0.659</td>\n",
|
||
" <td>0.6586</td>\n",
|
||
" <td>-0.06</td>\n",
|
||
" <td>0.018</td>\n",
|
||
" <td>2.81</td>\n",
|
||
" <td>522632.0</td>\n",
|
||
" <td>3.420970e+07</td>\n",
|
||
" <td>0.652</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>-1642106.0</td>\n",
|
||
" <td>-4.80</td>\n",
|
||
" <td>323.0</td>\n",
|
||
" <td>0.657</td>\n",
|
||
" <td>0.659</td>\n",
|
||
" <td>1.134127e+09</td>\n",
|
||
" <td>747389698</td>\n",
|
||
" <td>747389698</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 12:17:09+08:00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>512680</td>\n",
|
||
" <td>军工ETF龙头</td>\n",
|
||
" <td>1.110</td>\n",
|
||
" <td>1.1084</td>\n",
|
||
" <td>-0.14</td>\n",
|
||
" <td>0.030</td>\n",
|
||
" <td>2.78</td>\n",
|
||
" <td>659696.0</td>\n",
|
||
" <td>7.270912e+07</td>\n",
|
||
" <td>1.097</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>-2635261.0</td>\n",
|
||
" <td>-3.62</td>\n",
|
||
" <td>5.0</td>\n",
|
||
" <td>1.109</td>\n",
|
||
" <td>1.110</td>\n",
|
||
" <td>3.432930e+09</td>\n",
|
||
" <td>3810552407</td>\n",
|
||
" <td>3810552407</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 12:17:09+08:00</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>1007</th>\n",
|
||
" <td>159569</td>\n",
|
||
" <td>港股红利低波ETF</td>\n",
|
||
" <td>1.144</td>\n",
|
||
" <td>1.1439</td>\n",
|
||
" <td>-0.01</td>\n",
|
||
" <td>-0.037</td>\n",
|
||
" <td>-3.13</td>\n",
|
||
" <td>1864305.0</td>\n",
|
||
" <td>2.148732e+08</td>\n",
|
||
" <td>1.194</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>6265607.0</td>\n",
|
||
" <td>2.92</td>\n",
|
||
" <td>-100.0</td>\n",
|
||
" <td>1.144</td>\n",
|
||
" <td>1.145</td>\n",
|
||
" <td>5.214724e+07</td>\n",
|
||
" <td>59656444</td>\n",
|
||
" <td>59656444</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 12:17:09+08:00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1008</th>\n",
|
||
" <td>517900</td>\n",
|
||
" <td>银行ETF优选</td>\n",
|
||
" <td>1.309</td>\n",
|
||
" <td>1.3012</td>\n",
|
||
" <td>-0.60</td>\n",
|
||
" <td>-0.093</td>\n",
|
||
" <td>-6.63</td>\n",
|
||
" <td>342295.0</td>\n",
|
||
" <td>4.473688e+07</td>\n",
|
||
" <td>1.365</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>10027234.0</td>\n",
|
||
" <td>22.41</td>\n",
|
||
" <td>-30.0</td>\n",
|
||
" <td>1.309</td>\n",
|
||
" <td>1.311</td>\n",
|
||
" <td>4.699350e+07</td>\n",
|
||
" <td>61514492</td>\n",
|
||
" <td>61514492</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 12:17:10+08:00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1009</th>\n",
|
||
" <td>520890</td>\n",
|
||
" <td>港股通红利低波ETF</td>\n",
|
||
" <td>1.228</td>\n",
|
||
" <td>1.1984</td>\n",
|
||
" <td>-2.47</td>\n",
|
||
" <td>-0.136</td>\n",
|
||
" <td>-9.97</td>\n",
|
||
" <td>74577.0</td>\n",
|
||
" <td>9.158056e+06</td>\n",
|
||
" <td>1.228</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>2995214.0</td>\n",
|
||
" <td>32.71</td>\n",
|
||
" <td>7.0</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.228</td>\n",
|
||
" <td>3.500800e+07</td>\n",
|
||
" <td>42989824</td>\n",
|
||
" <td>42989824</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 12:17:09+08:00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1010</th>\n",
|
||
" <td>159333</td>\n",
|
||
" <td>港股央企红利ETF</td>\n",
|
||
" <td>1.238</td>\n",
|
||
" <td>1.1917</td>\n",
|
||
" <td>-3.89</td>\n",
|
||
" <td>-0.138</td>\n",
|
||
" <td>-10.03</td>\n",
|
||
" <td>183629.0</td>\n",
|
||
" <td>2.273327e+07</td>\n",
|
||
" <td>1.238</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>7397049.0</td>\n",
|
||
" <td>32.54</td>\n",
|
||
" <td>10.0</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.238</td>\n",
|
||
" <td>1.249528e+08</td>\n",
|
||
" <td>154691610</td>\n",
|
||
" <td>154691610</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 12:16:33+08:00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1011</th>\n",
|
||
" <td>159331</td>\n",
|
||
" <td>红利港股ETF</td>\n",
|
||
" <td>1.148</td>\n",
|
||
" <td>1.1038</td>\n",
|
||
" <td>-4.00</td>\n",
|
||
" <td>-0.128</td>\n",
|
||
" <td>-10.03</td>\n",
|
||
" <td>128631.0</td>\n",
|
||
" <td>1.476684e+07</td>\n",
|
||
" <td>1.148</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>4133259.0</td>\n",
|
||
" <td>27.99</td>\n",
|
||
" <td>114.0</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.148</td>\n",
|
||
" <td>6.869418e+07</td>\n",
|
||
" <td>78860917</td>\n",
|
||
" <td>78860917</td>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>2024-12-27 12:16:21+08:00</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>1012 rows × 37 columns</p>\n",
|
||
"</div>"
|
||
]
|
||
},
|
||
"execution_count": 31,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 31
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2024-12-27T04:17:40.659247Z",
|
||
"start_time": "2024-12-27T04:17:38.879735Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# 利率\n",
|
||
"ak.macro_bank_china_interest_rate()"
|
||
],
|
||
"id": "7b387b8a9f38d2eb",
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
" 商品 日期 今值 预测值 前值\n",
|
||
"0 中国央行决议报告 1991-05-01 8.64 NaN NaN\n",
|
||
"1 中国央行决议报告 1991-06-01 8.64 NaN 8.64\n",
|
||
"2 中国央行决议报告 1991-07-01 8.64 NaN 8.64\n",
|
||
"3 中国央行决议报告 1991-08-01 8.64 NaN 8.64\n",
|
||
"4 中国央行决议报告 1991-09-01 8.64 NaN 8.64\n",
|
||
".. ... ... ... ... ...\n",
|
||
"213 中国央行决议报告 2015-08-25 4.60 NaN 4.85\n",
|
||
"214 中国央行决议报告 2015-10-23 4.35 NaN 4.60\n",
|
||
"215 中国央行决议报告 2019-09-20 4.20 NaN 4.25\n",
|
||
"216 中国央行决议报告 2019-10-21 4.20 NaN 4.20\n",
|
||
"217 中国央行决议报告 2019-11-20 4.15 4.2 4.20\n",
|
||
"\n",
|
||
"[218 rows x 5 columns]"
|
||
],
|
||
"text/html": [
|
||
"<div>\n",
|
||
"<style scoped>\n",
|
||
" .dataframe tbody tr th:only-of-type {\n",
|
||
" vertical-align: middle;\n",
|
||
" }\n",
|
||
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|
||
" .dataframe tbody tr th {\n",
|
||
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|
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|
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" .dataframe thead th {\n",
|
||
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|
||
" }\n",
|
||
"</style>\n",
|
||
"<table border=\"1\" class=\"dataframe\">\n",
|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>商品</th>\n",
|
||
" <th>日期</th>\n",
|
||
" <th>今值</th>\n",
|
||
" <th>预测值</th>\n",
|
||
" <th>前值</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
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|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>中国央行决议报告</td>\n",
|
||
" <td>1991-05-01</td>\n",
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
" <td>1991-06-01</td>\n",
|
||
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|
||
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|
||
" <td>8.64</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>中国央行决议报告</td>\n",
|
||
" <td>1991-07-01</td>\n",
|
||
" <td>8.64</td>\n",
|
||
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|
||
" <td>8.64</td>\n",
|
||
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|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>中国央行决议报告</td>\n",
|
||
" <td>1991-08-01</td>\n",
|
||
" <td>8.64</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>8.64</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>中国央行决议报告</td>\n",
|
||
" <td>1991-09-01</td>\n",
|
||
" <td>8.64</td>\n",
|
||
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|
||
" <td>8.64</td>\n",
|
||
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|
||
" <tr>\n",
|
||
" <th>...</th>\n",
|
||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
" <tr>\n",
|
||
" <th>213</th>\n",
|
||
" <td>中国央行决议报告</td>\n",
|
||
" <td>2015-08-25</td>\n",
|
||
" <td>4.60</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>4.85</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>214</th>\n",
|
||
" <td>中国央行决议报告</td>\n",
|
||
" <td>2015-10-23</td>\n",
|
||
" <td>4.35</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>4.60</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>215</th>\n",
|
||
" <td>中国央行决议报告</td>\n",
|
||
" <td>2019-09-20</td>\n",
|
||
" <td>4.20</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>4.25</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>216</th>\n",
|
||
" <td>中国央行决议报告</td>\n",
|
||
" <td>2019-10-21</td>\n",
|
||
" <td>4.20</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>4.20</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>217</th>\n",
|
||
" <td>中国央行决议报告</td>\n",
|
||
" <td>2019-11-20</td>\n",
|
||
" <td>4.15</td>\n",
|
||
" <td>4.2</td>\n",
|
||
" <td>4.20</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>218 rows × 5 columns</p>\n",
|
||
"</div>"
|
||
]
|
||
},
|
||
"execution_count": 32,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 32
|
||
},
|
||
{
|
||
"metadata": {
|
||
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|
||
"end_time": "2024-12-27T09:04:13.311951Z",
|
||
"start_time": "2024-12-27T09:04:11.073382Z"
|
||
}
|
||
},
|
||
"cell_type": "code",
|
||
"source": "ak.stock_zh_a_hist(symbol=\"000001\", period='daily', adjust=\"hfq\")",
|
||
"id": "bcf2fc8a16a76590",
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
" 日期 股票代码 开盘 收盘 最高 最低 成交量 \\\n",
|
||
"0 1991-04-03 000001 49.00 49.00 49.00 49.00 1 \n",
|
||
"1 1991-04-04 000001 48.76 48.76 48.76 48.76 3 \n",
|
||
"2 1991-04-05 000001 48.52 48.52 48.52 48.52 2 \n",
|
||
"3 1991-04-06 000001 48.28 48.28 48.28 48.28 7 \n",
|
||
"4 1991-04-08 000001 48.04 48.04 48.04 48.04 2 \n",
|
||
"... ... ... ... ... ... ... ... \n",
|
||
"8059 2024-12-23 000001 2300.88 2315.51 2333.39 2300.88 1659405 \n",
|
||
"8060 2024-12-24 000001 2313.89 2336.64 2338.27 2313.89 1350837 \n",
|
||
"8061 2024-12-25 000001 2336.64 2346.39 2362.64 2333.39 1475283 \n",
|
||
"8062 2024-12-26 000001 2346.39 2336.64 2348.02 2323.64 1000075 \n",
|
||
"8063 2024-12-27 000001 2338.27 2331.76 2343.14 2304.13 1290012 \n",
|
||
"\n",
|
||
" 成交额 振幅 涨跌幅 涨跌额 换手率 \n",
|
||
"0 5.000000e+03 0.00 22.50 9.00 0.00 \n",
|
||
"1 1.500000e+04 0.00 -0.49 -0.24 0.00 \n",
|
||
"2 1.000000e+04 0.00 -0.49 -0.24 0.00 \n",
|
||
"3 3.400000e+04 0.00 -0.49 -0.24 0.00 \n",
|
||
"4 1.000000e+04 0.00 -0.50 -0.24 0.00 \n",
|
||
"... ... ... ... ... ... \n",
|
||
"8059 1.953519e+09 1.41 0.78 17.88 0.86 \n",
|
||
"8060 1.595699e+09 1.05 0.91 21.13 0.70 \n",
|
||
"8061 1.759957e+09 1.25 0.42 9.75 0.76 \n",
|
||
"8062 1.183746e+09 1.04 -0.42 -9.75 0.52 \n",
|
||
"8063 1.518383e+09 1.67 -0.21 -4.88 0.66 \n",
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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||
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|
||
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|
||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
" <td>-0.24</td>\n",
|
||
" <td>0.00</td>\n",
|
||
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|
||
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|
||
" <th>2</th>\n",
|
||
" <td>1991-04-05</td>\n",
|
||
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|
||
" <td>48.52</td>\n",
|
||
" <td>48.52</td>\n",
|
||
" <td>48.52</td>\n",
|
||
" <td>48.52</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>1.000000e+04</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>-0.49</td>\n",
|
||
" <td>-0.24</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>1991-04-06</td>\n",
|
||
" <td>000001</td>\n",
|
||
" <td>48.28</td>\n",
|
||
" <td>48.28</td>\n",
|
||
" <td>48.28</td>\n",
|
||
" <td>48.28</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>3.400000e+04</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>-0.49</td>\n",
|
||
" <td>-0.24</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>1991-04-08</td>\n",
|
||
" <td>000001</td>\n",
|
||
" <td>48.04</td>\n",
|
||
" <td>48.04</td>\n",
|
||
" <td>48.04</td>\n",
|
||
" <td>48.04</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>1.000000e+04</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>-0.50</td>\n",
|
||
" <td>-0.24</td>\n",
|
||
" <td>0.00</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",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8059</th>\n",
|
||
" <td>2024-12-23</td>\n",
|
||
" <td>000001</td>\n",
|
||
" <td>2300.88</td>\n",
|
||
" <td>2315.51</td>\n",
|
||
" <td>2333.39</td>\n",
|
||
" <td>2300.88</td>\n",
|
||
" <td>1659405</td>\n",
|
||
" <td>1.953519e+09</td>\n",
|
||
" <td>1.41</td>\n",
|
||
" <td>0.78</td>\n",
|
||
" <td>17.88</td>\n",
|
||
" <td>0.86</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8060</th>\n",
|
||
" <td>2024-12-24</td>\n",
|
||
" <td>000001</td>\n",
|
||
" <td>2313.89</td>\n",
|
||
" <td>2336.64</td>\n",
|
||
" <td>2338.27</td>\n",
|
||
" <td>2313.89</td>\n",
|
||
" <td>1350837</td>\n",
|
||
" <td>1.595699e+09</td>\n",
|
||
" <td>1.05</td>\n",
|
||
" <td>0.91</td>\n",
|
||
" <td>21.13</td>\n",
|
||
" <td>0.70</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8061</th>\n",
|
||
" <td>2024-12-25</td>\n",
|
||
" <td>000001</td>\n",
|
||
" <td>2336.64</td>\n",
|
||
" <td>2346.39</td>\n",
|
||
" <td>2362.64</td>\n",
|
||
" <td>2333.39</td>\n",
|
||
" <td>1475283</td>\n",
|
||
" <td>1.759957e+09</td>\n",
|
||
" <td>1.25</td>\n",
|
||
" <td>0.42</td>\n",
|
||
" <td>9.75</td>\n",
|
||
" <td>0.76</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8062</th>\n",
|
||
" <td>2024-12-26</td>\n",
|
||
" <td>000001</td>\n",
|
||
" <td>2346.39</td>\n",
|
||
" <td>2336.64</td>\n",
|
||
" <td>2348.02</td>\n",
|
||
" <td>2323.64</td>\n",
|
||
" <td>1000075</td>\n",
|
||
" <td>1.183746e+09</td>\n",
|
||
" <td>1.04</td>\n",
|
||
" <td>-0.42</td>\n",
|
||
" <td>-9.75</td>\n",
|
||
" <td>0.52</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8063</th>\n",
|
||
" <td>2024-12-27</td>\n",
|
||
" <td>000001</td>\n",
|
||
" <td>2338.27</td>\n",
|
||
" <td>2331.76</td>\n",
|
||
" <td>2343.14</td>\n",
|
||
" <td>2304.13</td>\n",
|
||
" <td>1290012</td>\n",
|
||
" <td>1.518383e+09</td>\n",
|
||
" <td>1.67</td>\n",
|
||
" <td>-0.21</td>\n",
|
||
" <td>-4.88</td>\n",
|
||
" <td>0.66</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>8064 rows × 12 columns</p>\n",
|
||
"</div>"
|
||
]
|
||
},
|
||
"execution_count": 7,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 7
|
||
}
|
||
],
|
||
"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
|
||
}
|