股票分析.ipynb

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     "data": {
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       "<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>date</th>\n",
       "      <th>open</th>\n",
       "      <th>close</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>volume</th>\n",
       "      <th>code</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2001-08-27</td>\n",
       "      <td>5.392</td>\n",
       "      <td>5.554</td>\n",
       "      <td>5.902</td>\n",
       "      <td>5.132</td>\n",
       "      <td>406318.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2001-08-28</td>\n",
       "      <td>5.467</td>\n",
       "      <td>5.759</td>\n",
       "      <td>5.781</td>\n",
       "      <td>5.407</td>\n",
       "      <td>129647.79</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2001-08-29</td>\n",
       "      <td>5.777</td>\n",
       "      <td>5.684</td>\n",
       "      <td>5.781</td>\n",
       "      <td>5.640</td>\n",
       "      <td>53252.75</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2001-08-30</td>\n",
       "      <td>5.668</td>\n",
       "      <td>5.796</td>\n",
       "      <td>5.860</td>\n",
       "      <td>5.624</td>\n",
       "      <td>48013.06</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2001-08-31</td>\n",
       "      <td>5.804</td>\n",
       "      <td>5.782</td>\n",
       "      <td>5.877</td>\n",
       "      <td>5.749</td>\n",
       "      <td>23231.48</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2001-09-03</td>\n",
       "      <td>5.812</td>\n",
       "      <td>5.779</td>\n",
       "      <td>5.870</td>\n",
       "      <td>5.757</td>\n",
       "      <td>22112.09</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2001-09-04</td>\n",
       "      <td>5.782</td>\n",
       "      <td>5.852</td>\n",
       "      <td>5.949</td>\n",
       "      <td>5.762</td>\n",
       "      <td>37006.77</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>2001-09-05</td>\n",
       "      <td>5.876</td>\n",
       "      <td>5.849</td>\n",
       "      <td>5.924</td>\n",
       "      <td>5.813</td>\n",
       "      <td>26066.95</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2001-09-06</td>\n",
       "      <td>5.835</td>\n",
       "      <td>5.734</td>\n",
       "      <td>5.854</td>\n",
       "      <td>5.704</td>\n",
       "      <td>28997.03</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2001-09-07</td>\n",
       "      <td>5.702</td>\n",
       "      <td>5.574</td>\n",
       "      <td>5.773</td>\n",
       "      <td>5.570</td>\n",
       "      <td>31552.25</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>2001-09-10</td>\n",
       "      <td>5.531</td>\n",
       "      <td>5.734</td>\n",
       "      <td>5.757</td>\n",
       "      <td>5.470</td>\n",
       "      <td>18878.89</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>2001-09-11</td>\n",
       "      <td>5.749</td>\n",
       "      <td>5.670</td>\n",
       "      <td>5.773</td>\n",
       "      <td>5.656</td>\n",
       "      <td>11390.81</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>2001-09-12</td>\n",
       "      <td>5.520</td>\n",
       "      <td>5.621</td>\n",
       "      <td>5.656</td>\n",
       "      <td>5.515</td>\n",
       "      <td>25045.19</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>2001-09-13</td>\n",
       "      <td>5.626</td>\n",
       "      <td>5.607</td>\n",
       "      <td>5.671</td>\n",
       "      <td>5.577</td>\n",
       "      <td>10986.68</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>2001-09-14</td>\n",
       "      <td>5.626</td>\n",
       "      <td>5.671</td>\n",
       "      <td>5.702</td>\n",
       "      <td>5.593</td>\n",
       "      <td>7672.83</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>2001-09-17</td>\n",
       "      <td>5.637</td>\n",
       "      <td>5.599</td>\n",
       "      <td>5.670</td>\n",
       "      <td>5.546</td>\n",
       "      <td>8983.97</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>2001-09-18</td>\n",
       "      <td>5.606</td>\n",
       "      <td>5.663</td>\n",
       "      <td>5.710</td>\n",
       "      <td>5.601</td>\n",
       "      <td>10773.26</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>2001-09-19</td>\n",
       "      <td>5.671</td>\n",
       "      <td>5.768</td>\n",
       "      <td>5.768</td>\n",
       "      <td>5.634</td>\n",
       "      <td>8650.53</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>2001-09-20</td>\n",
       "      <td>5.765</td>\n",
       "      <td>5.720</td>\n",
       "      <td>5.788</td>\n",
       "      <td>5.702</td>\n",
       "      <td>11173.35</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>2001-09-21</td>\n",
       "      <td>5.668</td>\n",
       "      <td>5.634</td>\n",
       "      <td>5.718</td>\n",
       "      <td>5.624</td>\n",
       "      <td>7879.72</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>2001-09-24</td>\n",
       "      <td>5.634</td>\n",
       "      <td>5.632</td>\n",
       "      <td>5.685</td>\n",
       "      <td>5.624</td>\n",
       "      <td>4068.60</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>2001-09-25</td>\n",
       "      <td>5.668</td>\n",
       "      <td>5.660</td>\n",
       "      <td>5.709</td>\n",
       "      <td>5.632</td>\n",
       "      <td>3488.45</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>2001-09-26</td>\n",
       "      <td>5.642</td>\n",
       "      <td>5.637</td>\n",
       "      <td>5.699</td>\n",
       "      <td>5.624</td>\n",
       "      <td>4956.26</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>2001-09-27</td>\n",
       "      <td>5.637</td>\n",
       "      <td>5.734</td>\n",
       "      <td>5.777</td>\n",
       "      <td>5.624</td>\n",
       "      <td>8778.04</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>2001-09-28</td>\n",
       "      <td>5.765</td>\n",
       "      <td>5.795</td>\n",
       "      <td>5.812</td>\n",
       "      <td>5.702</td>\n",
       "      <td>17088.47</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>2001-10-08</td>\n",
       "      <td>5.781</td>\n",
       "      <td>5.715</td>\n",
       "      <td>5.809</td>\n",
       "      <td>5.663</td>\n",
       "      <td>6552.17</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>2001-10-09</td>\n",
       "      <td>5.718</td>\n",
       "      <td>5.827</td>\n",
       "      <td>5.859</td>\n",
       "      <td>5.718</td>\n",
       "      <td>9558.52</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>2001-10-10</td>\n",
       "      <td>5.827</td>\n",
       "      <td>5.640</td>\n",
       "      <td>5.848</td>\n",
       "      <td>5.629</td>\n",
       "      <td>17548.69</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>2001-10-11</td>\n",
       "      <td>5.626</td>\n",
       "      <td>5.585</td>\n",
       "      <td>5.702</td>\n",
       "      <td>5.570</td>\n",
       "      <td>12306.84</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>2001-10-12</td>\n",
       "      <td>5.609</td>\n",
       "      <td>5.624</td>\n",
       "      <td>5.726</td>\n",
       "      <td>5.320</td>\n",
       "      <td>20010.70</td>\n",
       "      <td>600519</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4188</th>\n",
       "      <td>2019-03-26</td>\n",
       "      <td>780.000</td>\n",
       "      <td>773.000</td>\n",
       "      <td>785.940</td>\n",
       "      <td>764.100</td>\n",
       "      <td>37595.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4189</th>\n",
       "      <td>2019-03-27</td>\n",
       "      <td>781.000</td>\n",
       "      <td>788.500</td>\n",
       "      <td>793.880</td>\n",
       "      <td>775.000</td>\n",
       "      <td>42807.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4190</th>\n",
       "      <td>2019-03-28</td>\n",
       "      <td>793.430</td>\n",
       "      <td>806.800</td>\n",
       "      <td>814.480</td>\n",
       "      <td>785.680</td>\n",
       "      <td>57566.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4191</th>\n",
       "      <td>2019-03-29</td>\n",
       "      <td>835.000</td>\n",
       "      <td>853.990</td>\n",
       "      <td>866.680</td>\n",
       "      <td>830.170</td>\n",
       "      <td>90933.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4192</th>\n",
       "      <td>2019-04-01</td>\n",
       "      <td>860.000</td>\n",
       "      <td>859.000</td>\n",
       "      <td>868.950</td>\n",
       "      <td>851.000</td>\n",
       "      <td>60934.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4193</th>\n",
       "      <td>2019-04-02</td>\n",
       "      <td>859.990</td>\n",
       "      <td>850.000</td>\n",
       "      <td>859.990</td>\n",
       "      <td>836.060</td>\n",
       "      <td>53227.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4194</th>\n",
       "      <td>2019-04-03</td>\n",
       "      <td>840.120</td>\n",
       "      <td>844.500</td>\n",
       "      <td>851.740</td>\n",
       "      <td>834.210</td>\n",
       "      <td>43056.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4195</th>\n",
       "      <td>2019-04-04</td>\n",
       "      <td>840.000</td>\n",
       "      <td>865.000</td>\n",
       "      <td>865.800</td>\n",
       "      <td>836.200</td>\n",
       "      <td>55772.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4196</th>\n",
       "      <td>2019-04-08</td>\n",
       "      <td>900.000</td>\n",
       "      <td>900.200</td>\n",
       "      <td>908.000</td>\n",
       "      <td>890.120</td>\n",
       "      <td>66251.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4197</th>\n",
       "      <td>2019-04-09</td>\n",
       "      <td>903.000</td>\n",
       "      <td>905.000</td>\n",
       "      <td>908.200</td>\n",
       "      <td>892.510</td>\n",
       "      <td>47989.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4198</th>\n",
       "      <td>2019-04-10</td>\n",
       "      <td>903.000</td>\n",
       "      <td>947.990</td>\n",
       "      <td>951.900</td>\n",
       "      <td>900.000</td>\n",
       "      <td>67814.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4199</th>\n",
       "      <td>2019-04-11</td>\n",
       "      <td>948.000</td>\n",
       "      <td>925.200</td>\n",
       "      <td>950.000</td>\n",
       "      <td>905.550</td>\n",
       "      <td>61102.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4200</th>\n",
       "      <td>2019-04-12</td>\n",
       "      <td>909.000</td>\n",
       "      <td>914.000</td>\n",
       "      <td>919.990</td>\n",
       "      <td>900.010</td>\n",
       "      <td>48612.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4201</th>\n",
       "      <td>2019-04-15</td>\n",
       "      <td>931.000</td>\n",
       "      <td>907.000</td>\n",
       "      <td>939.000</td>\n",
       "      <td>907.000</td>\n",
       "      <td>45522.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4202</th>\n",
       "      <td>2019-04-16</td>\n",
       "      <td>904.900</td>\n",
       "      <td>939.900</td>\n",
       "      <td>939.900</td>\n",
       "      <td>901.220</td>\n",
       "      <td>46423.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4203</th>\n",
       "      <td>2019-04-17</td>\n",
       "      <td>938.000</td>\n",
       "      <td>952.000</td>\n",
       "      <td>955.510</td>\n",
       "      <td>925.000</td>\n",
       "      <td>40761.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4204</th>\n",
       "      <td>2019-04-18</td>\n",
       "      <td>945.410</td>\n",
       "      <td>945.500</td>\n",
       "      <td>954.680</td>\n",
       "      <td>936.220</td>\n",
       "      <td>19598.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4205</th>\n",
       "      <td>2019-04-19</td>\n",
       "      <td>943.960</td>\n",
       "      <td>952.560</td>\n",
       "      <td>960.950</td>\n",
       "      <td>931.310</td>\n",
       "      <td>32379.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4206</th>\n",
       "      <td>2019-04-22</td>\n",
       "      <td>959.500</td>\n",
       "      <td>949.200</td>\n",
       "      <td>978.890</td>\n",
       "      <td>940.610</td>\n",
       "      <td>40627.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4207</th>\n",
       "      <td>2019-04-23</td>\n",
       "      <td>951.000</td>\n",
       "      <td>974.950</td>\n",
       "      <td>981.220</td>\n",
       "      <td>949.200</td>\n",
       "      <td>48852.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4208</th>\n",
       "      <td>2019-04-24</td>\n",
       "      <td>979.880</td>\n",
       "      <td>970.000</td>\n",
       "      <td>990.000</td>\n",
       "      <td>951.220</td>\n",
       "      <td>45227.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4209</th>\n",
       "      <td>2019-04-25</td>\n",
       "      <td>968.790</td>\n",
       "      <td>952.370</td>\n",
       "      <td>973.990</td>\n",
       "      <td>951.220</td>\n",
       "      <td>39801.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4210</th>\n",
       "      <td>2019-04-26</td>\n",
       "      <td>946.300</td>\n",
       "      <td>945.000</td>\n",
       "      <td>959.880</td>\n",
       "      <td>945.000</td>\n",
       "      <td>43277.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4211</th>\n",
       "      <td>2019-04-29</td>\n",
       "      <td>945.000</td>\n",
       "      <td>971.970</td>\n",
       "      <td>989.000</td>\n",
       "      <td>935.000</td>\n",
       "      <td>52572.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4212</th>\n",
       "      <td>2019-04-30</td>\n",
       "      <td>968.000</td>\n",
       "      <td>974.000</td>\n",
       "      <td>984.960</td>\n",
       "      <td>963.110</td>\n",
       "      <td>35943.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4213</th>\n",
       "      <td>2019-05-06</td>\n",
       "      <td>925.500</td>\n",
       "      <td>906.000</td>\n",
       "      <td>935.000</td>\n",
       "      <td>893.000</td>\n",
       "      <td>135099.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4214</th>\n",
       "      <td>2019-05-07</td>\n",
       "      <td>893.280</td>\n",
       "      <td>890.000</td>\n",
       "      <td>913.940</td>\n",
       "      <td>870.220</td>\n",
       "      <td>100837.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4215</th>\n",
       "      <td>2019-05-08</td>\n",
       "      <td>860.000</td>\n",
       "      <td>884.400</td>\n",
       "      <td>901.800</td>\n",
       "      <td>860.000</td>\n",
       "      <td>81882.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4216</th>\n",
       "      <td>2019-05-09</td>\n",
       "      <td>875.000</td>\n",
       "      <td>858.810</td>\n",
       "      <td>879.870</td>\n",
       "      <td>842.500</td>\n",
       "      <td>91545.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4217</th>\n",
       "      <td>2019-05-10</td>\n",
       "      <td>875.660</td>\n",
       "      <td>907.120</td>\n",
       "      <td>910.780</td>\n",
       "      <td>868.190</td>\n",
       "      <td>79907.00</td>\n",
       "      <td>600519</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4218 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            date     open    close     high      low     volume    code\n",
       "0     2001-08-27    5.392    5.554    5.902    5.132  406318.00  600519\n",
       "1     2001-08-28    5.467    5.759    5.781    5.407  129647.79  600519\n",
       "2     2001-08-29    5.777    5.684    5.781    5.640   53252.75  600519\n",
       "3     2001-08-30    5.668    5.796    5.860    5.624   48013.06  600519\n",
       "4     2001-08-31    5.804    5.782    5.877    5.749   23231.48  600519\n",
       "5     2001-09-03    5.812    5.779    5.870    5.757   22112.09  600519\n",
       "6     2001-09-04    5.782    5.852    5.949    5.762   37006.77  600519\n",
       "7     2001-09-05    5.876    5.849    5.924    5.813   26066.95  600519\n",
       "8     2001-09-06    5.835    5.734    5.854    5.704   28997.03  600519\n",
       "9     2001-09-07    5.702    5.574    5.773    5.570   31552.25  600519\n",
       "10    2001-09-10    5.531    5.734    5.757    5.470   18878.89  600519\n",
       "11    2001-09-11    5.749    5.670    5.773    5.656   11390.81  600519\n",
       "12    2001-09-12    5.520    5.621    5.656    5.515   25045.19  600519\n",
       "13    2001-09-13    5.626    5.607    5.671    5.577   10986.68  600519\n",
       "14    2001-09-14    5.626    5.671    5.702    5.593    7672.83  600519\n",
       "15    2001-09-17    5.637    5.599    5.670    5.546    8983.97  600519\n",
       "16    2001-09-18    5.606    5.663    5.710    5.601   10773.26  600519\n",
       "17    2001-09-19    5.671    5.768    5.768    5.634    8650.53  600519\n",
       "18    2001-09-20    5.765    5.720    5.788    5.702   11173.35  600519\n",
       "19    2001-09-21    5.668    5.634    5.718    5.624    7879.72  600519\n",
       "20    2001-09-24    5.634    5.632    5.685    5.624    4068.60  600519\n",
       "21    2001-09-25    5.668    5.660    5.709    5.632    3488.45  600519\n",
       "22    2001-09-26    5.642    5.637    5.699    5.624    4956.26  600519\n",
       "23    2001-09-27    5.637    5.734    5.777    5.624    8778.04  600519\n",
       "24    2001-09-28    5.765    5.795    5.812    5.702   17088.47  600519\n",
       "25    2001-10-08    5.781    5.715    5.809    5.663    6552.17  600519\n",
       "26    2001-10-09    5.718    5.827    5.859    5.718    9558.52  600519\n",
       "27    2001-10-10    5.827    5.640    5.848    5.629   17548.69  600519\n",
       "28    2001-10-11    5.626    5.585    5.702    5.570   12306.84  600519\n",
       "29    2001-10-12    5.609    5.624    5.726    5.320   20010.70  600519\n",
       "...          ...      ...      ...      ...      ...        ...     ...\n",
       "4188  2019-03-26  780.000  773.000  785.940  764.100   37595.00  600519\n",
       "4189  2019-03-27  781.000  788.500  793.880  775.000   42807.00  600519\n",
       "4190  2019-03-28  793.430  806.800  814.480  785.680   57566.00  600519\n",
       "4191  2019-03-29  835.000  853.990  866.680  830.170   90933.00  600519\n",
       "4192  2019-04-01  860.000  859.000  868.950  851.000   60934.00  600519\n",
       "4193  2019-04-02  859.990  850.000  859.990  836.060   53227.00  600519\n",
       "4194  2019-04-03  840.120  844.500  851.740  834.210   43056.00  600519\n",
       "4195  2019-04-04  840.000  865.000  865.800  836.200   55772.00  600519\n",
       "4196  2019-04-08  900.000  900.200  908.000  890.120   66251.00  600519\n",
       "4197  2019-04-09  903.000  905.000  908.200  892.510   47989.00  600519\n",
       "4198  2019-04-10  903.000  947.990  951.900  900.000   67814.00  600519\n",
       "4199  2019-04-11  948.000  925.200  950.000  905.550   61102.00  600519\n",
       "4200  2019-04-12  909.000  914.000  919.990  900.010   48612.00  600519\n",
       "4201  2019-04-15  931.000  907.000  939.000  907.000   45522.00  600519\n",
       "4202  2019-04-16  904.900  939.900  939.900  901.220   46423.00  600519\n",
       "4203  2019-04-17  938.000  952.000  955.510  925.000   40761.00  600519\n",
       "4204  2019-04-18  945.410  945.500  954.680  936.220   19598.00  600519\n",
       "4205  2019-04-19  943.960  952.560  960.950  931.310   32379.00  600519\n",
       "4206  2019-04-22  959.500  949.200  978.890  940.610   40627.00  600519\n",
       "4207  2019-04-23  951.000  974.950  981.220  949.200   48852.00  600519\n",
       "4208  2019-04-24  979.880  970.000  990.000  951.220   45227.00  600519\n",
       "4209  2019-04-25  968.790  952.370  973.990  951.220   39801.00  600519\n",
       "4210  2019-04-26  946.300  945.000  959.880  945.000   43277.00  600519\n",
       "4211  2019-04-29  945.000  971.970  989.000  935.000   52572.00  600519\n",
       "4212  2019-04-30  968.000  974.000  984.960  963.110   35943.00  600519\n",
       "4213  2019-05-06  925.500  906.000  935.000  893.000  135099.00  600519\n",
       "4214  2019-05-07  893.280  890.000  913.940  870.220  100837.00  600519\n",
       "4215  2019-05-08  860.000  884.400  901.800  860.000   81882.00  600519\n",
       "4216  2019-05-09  875.000  858.810  879.870  842.500   91545.00  600519\n",
       "4217  2019-05-10  875.660  907.120  910.780  868.190   79907.00  600519\n",
       "\n",
       "[4218 rows x 7 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import tushare as ts \n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from pandas import Series,DataFrame\n",
    "\n",
    "df = ts.get_k_data(code='600519',start='2001-01-01')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('./maotai.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 将data列的数据转成时间序列,然后将该列作为整个数据源的行索引\n",
    "data = pd.read_csv('./maotai.csv',index_col='date',parse_dates=['date'])\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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