date timestamp[ns] | code string | open float64 | high float64 | low float64 | close float64 | preclose float64 | volume float64 | amount float64 | turn float64 | tradestatus int64 | pctChg float64 | isST int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2014-01-02T00:00:00 | sh.600000 | 9.44 | 9.45 | 9.29 | 9.33 | 9.43 | 69,821,037 | 652,410,784 | 0.467882 | 1 | -1.0604 | 0 |
2014-01-03T00:00:00 | sh.600000 | 9.28 | 9.3 | 9.08 | 9.14 | 9.33 | 88,351,969 | 807,094,464 | 0.592061 | 1 | -2.0364 | 0 |
2014-01-06T00:00:00 | sh.600000 | 9.31 | 9.34 | 9.13 | 9.19 | 9.14 | 117,267,700 | 1,079,925,472 | 0.78583 | 1 | 0.547 | 0 |
2014-01-07T00:00:00 | sh.600000 | 9.17 | 9.21 | 9.01 | 9.14 | 9.19 | 72,150,947 | 657,895,520 | 0.483495 | 1 | -0.5441 | 0 |
2014-01-08T00:00:00 | sh.600000 | 9.14 | 9.32 | 9.11 | 9.2 | 9.14 | 78,603,481 | 724,415,952 | 0.526735 | 1 | 0.6565 | 0 |
2014-01-09T00:00:00 | sh.600000 | 9.2 | 9.44 | 9.16 | 9.29 | 9.2 | 109,976,763 | 1,025,797,664 | 0.736972 | 1 | 0.9783 | 0 |
2014-01-10T00:00:00 | sh.600000 | 9.28 | 9.45 | 9.24 | 9.41 | 9.29 | 93,379,978 | 875,061,952 | 0.625755 | 1 | 1.2917 | 0 |
2014-01-13T00:00:00 | sh.600000 | 9.44 | 9.47 | 9.33 | 9.39 | 9.41 | 65,935,363 | 618,500,144 | 0.441844 | 1 | -0.2125 | 0 |
2014-01-14T00:00:00 | sh.600000 | 9.4 | 9.43 | 9.25 | 9.4 | 9.39 | 79,710,266 | 744,481,152 | 0.534152 | 1 | 0.1065 | 0 |
2014-01-15T00:00:00 | sh.600000 | 9.39 | 9.4 | 9.16 | 9.23 | 9.4 | 77,606,643 | 717,370,000 | 0.520055 | 1 | -1.8085 | 0 |
2014-01-16T00:00:00 | sh.600000 | 9.22 | 9.26 | 9.17 | 9.18 | 9.23 | 67,204,743 | 618,488,784 | 0.45035 | 1 | -0.5417 | 0 |
2014-01-17T00:00:00 | sh.600000 | 9.17 | 9.17 | 9.07 | 9.12 | 9.18 | 66,047,496 | 601,804,112 | 0.442595 | 1 | -0.6536 | 0 |
2014-01-20T00:00:00 | sh.600000 | 9.1 | 9.13 | 9.04 | 9.07 | 9.12 | 42,094,792 | 382,309,904 | 0.282084 | 1 | -0.5482 | 0 |
2014-01-21T00:00:00 | sh.600000 | 9.1 | 9.26 | 9.09 | 9.16 | 9.07 | 47,596,032 | 436,604,864 | 0.318949 | 1 | 0.9923 | 0 |
2014-01-22T00:00:00 | sh.600000 | 9.18 | 9.38 | 9.17 | 9.34 | 9.16 | 91,387,277 | 849,733,120 | 0.612401 | 1 | 1.9651 | 0 |
2014-01-23T00:00:00 | sh.600000 | 9.31 | 9.34 | 9.21 | 9.22 | 9.34 | 63,055,407 | 583,623,056 | 0.422545 | 1 | -1.2848 | 0 |
2014-01-24T00:00:00 | sh.600000 | 9.17 | 9.32 | 9.14 | 9.23 | 9.22 | 70,757,205 | 653,717,696 | 0.474156 | 1 | 0.1085 | 0 |
2014-01-27T00:00:00 | sh.600000 | 9.19 | 9.2 | 9.1 | 9.12 | 9.23 | 69,858,649 | 637,844,256 | 0.468134 | 1 | -1.1918 | 0 |
2014-01-28T00:00:00 | sh.600000 | 9.12 | 9.29 | 9.12 | 9.19 | 9.12 | 57,333,618 | 527,187,520 | 0.384202 | 1 | 0.7675 | 0 |
2014-01-29T00:00:00 | sh.600000 | 9.24 | 9.31 | 9.2 | 9.29 | 9.19 | 71,042,825 | 659,122,848 | 0.47607 | 1 | 1.0881 | 0 |
2014-01-30T00:00:00 | sh.600000 | 9.27 | 9.3 | 9.15 | 9.17 | 9.29 | 52,508,927 | 485,399,536 | 0.351871 | 1 | -1.2917 | 0 |
2014-02-07T00:00:00 | sh.600000 | 9.13 | 9.18 | 9.07 | 9.18 | 9.17 | 51,136,921 | 466,080,896 | 0.342677 | 1 | 0.1091 | 0 |
2014-02-10T00:00:00 | sh.600000 | 9.18 | 9.3 | 9.16 | 9.29 | 9.18 | 91,573,113 | 848,138,384 | 0.613647 | 1 | 1.1983 | 0 |
2014-02-11T00:00:00 | sh.600000 | 9.31 | 9.68 | 9.22 | 9.54 | 9.29 | 212,392,409 | 2,017,636,448 | 1.423277 | 1 | 2.6911 | 0 |
2014-02-12T00:00:00 | sh.600000 | 9.5 | 9.64 | 9.44 | 9.5 | 9.54 | 106,449,343 | 1,012,082,704 | 0.713335 | 1 | -0.4193 | 0 |
2014-02-13T00:00:00 | sh.600000 | 9.48 | 9.84 | 9.41 | 9.6 | 9.5 | 197,765,140 | 1,901,282,560 | 1.325257 | 1 | 1.0526 | 0 |
2014-02-14T00:00:00 | sh.600000 | 9.6 | 9.63 | 9.51 | 9.59 | 9.6 | 80,503,230 | 770,860,224 | 0.539465 | 1 | -0.1042 | 0 |
2014-02-17T00:00:00 | sh.600000 | 9.62 | 9.66 | 9.48 | 9.52 | 9.59 | 107,916,285 | 1,029,473,520 | 0.723165 | 1 | -0.7299 | 0 |
2014-02-18T00:00:00 | sh.600000 | 9.51 | 9.51 | 9.23 | 9.26 | 9.52 | 131,972,251 | 1,231,564,464 | 0.884368 | 1 | -2.7311 | 0 |
2014-02-19T00:00:00 | sh.600000 | 9.25 | 9.57 | 9.2 | 9.49 | 9.26 | 150,729,704 | 1,420,983,504 | 1.010065 | 1 | 2.4838 | 0 |
2014-02-20T00:00:00 | sh.600000 | 9.53 | 9.73 | 9.36 | 9.39 | 9.49 | 144,607,391 | 1,379,086,320 | 0.969038 | 1 | -1.0537 | 0 |
2014-02-21T00:00:00 | sh.600000 | 9.39 | 9.43 | 9.22 | 9.29 | 9.39 | 82,312,549 | 765,984,704 | 0.55159 | 1 | -1.065 | 0 |
2014-02-24T00:00:00 | sh.600000 | 9.2 | 9.21 | 8.97 | 9.01 | 9.29 | 135,269,196 | 1,223,507,888 | 0.906461 | 1 | -3.014 | 0 |
2014-02-25T00:00:00 | sh.600000 | 9.01 | 9.08 | 8.81 | 8.83 | 9.01 | 112,988,180 | 1,012,070,336 | 0.757152 | 1 | -1.9978 | 0 |
2014-02-26T00:00:00 | sh.600000 | 8.81 | 8.89 | 8.77 | 8.85 | 8.83 | 79,811,062 | 704,799,664 | 0.534827 | 1 | 0.2265 | 0 |
2014-02-27T00:00:00 | sh.600000 | 8.9 | 9.03 | 8.81 | 8.94 | 8.85 | 112,556,009 | 1,005,356,240 | 0.754256 | 1 | 1.0169 | 0 |
2014-02-28T00:00:00 | sh.600000 | 8.9 | 9.01 | 8.8 | 8.91 | 8.94 | 75,427,866 | 671,034,448 | 0.505455 | 1 | -0.3356 | 0 |
2014-03-03T00:00:00 | sh.600000 | 8.91 | 8.92 | 8.81 | 8.85 | 8.91 | 81,389,991 | 720,619,856 | 0.545408 | 1 | -0.6734 | 0 |
2014-03-04T00:00:00 | sh.600000 | 8.84 | 8.91 | 8.68 | 8.87 | 8.85 | 113,473,857 | 994,582,736 | 0.760407 | 1 | 0.226 | 0 |
2014-03-05T00:00:00 | sh.600000 | 8.86 | 8.88 | 8.68 | 8.7 | 8.87 | 66,776,262 | 585,846,336 | 0.447479 | 1 | -1.9166 | 0 |
2014-03-06T00:00:00 | sh.600000 | 8.7 | 8.86 | 8.62 | 8.8 | 8.7 | 105,221,671 | 920,528,160 | 0.705108 | 1 | 1.1494 | 0 |
2014-03-07T00:00:00 | sh.600000 | 8.8 | 8.91 | 8.71 | 8.73 | 8.8 | 85,996,638 | 757,643,568 | 0.576278 | 1 | -0.7955 | 0 |
2014-03-10T00:00:00 | sh.600000 | 8.67 | 8.71 | 8.42 | 8.44 | 8.73 | 100,335,990 | 859,115,776 | 0.672368 | 1 | -3.3219 | 0 |
2014-03-11T00:00:00 | sh.600000 | 8.43 | 8.53 | 8.39 | 8.46 | 8.44 | 71,119,520 | 600,753,232 | 0.476584 | 1 | 0.237 | 0 |
2014-03-12T00:00:00 | sh.600000 | 8.47 | 8.67 | 8.39 | 8.56 | 8.46 | 110,468,613 | 942,803,792 | 0.740268 | 1 | 1.182 | 0 |
2014-03-13T00:00:00 | sh.600000 | 8.76 | 9.13 | 8.68 | 8.84 | 8.56 | 198,115,864 | 1,758,751,744 | 1.327607 | 1 | 3.271 | 0 |
2014-03-14T00:00:00 | sh.600000 | 8.78 | 9.03 | 8.72 | 8.99 | 8.84 | 179,769,247 | 1,602,451,088 | 1.204663 | 1 | 1.6968 | 0 |
2014-03-17T00:00:00 | sh.600000 | 8.99 | 8.99 | 8.99 | 8.99 | 8.99 | 0 | 0 | null | 0 | 0 | 0 |
2014-03-18T00:00:00 | sh.600000 | 9.22 | 9.23 | 8.87 | 8.89 | 8.99 | 167,965,350 | 1,523,657,840 | 1.125564 | 1 | -1.1123 | 0 |
2014-03-19T00:00:00 | sh.600000 | 8.85 | 9.07 | 8.76 | 9.05 | 8.89 | 93,838,218 | 832,057,184 | 0.628825 | 1 | 1.7998 | 0 |
2014-03-20T00:00:00 | sh.600000 | 8.96 | 9.2 | 8.95 | 8.99 | 9.05 | 166,058,733 | 1,510,412,576 | 1.112787 | 1 | -0.663 | 0 |
2014-03-21T00:00:00 | sh.600000 | 8.98 | 9.89 | 8.97 | 9.89 | 8.99 | 577,730,144 | 5,543,459,840 | 3.871465 | 1 | 10.0111 | 0 |
2014-03-24T00:00:00 | sh.600000 | 9.89 | 10.01 | 9.74 | 9.8 | 9.89 | 550,938,112 | 5,438,997,504 | 3.691927 | 1 | -0.91 | 0 |
2014-03-25T00:00:00 | sh.600000 | 9.76 | 9.86 | 9.68 | 9.75 | 9.8 | 225,324,449 | 2,201,589,728 | 1.509936 | 1 | -0.5102 | 0 |
2014-03-26T00:00:00 | sh.600000 | 9.78 | 9.83 | 9.51 | 9.58 | 9.75 | 188,654,730 | 1,813,592,752 | 1.264207 | 1 | -1.7436 | 0 |
2014-03-27T00:00:00 | sh.600000 | 9.53 | 9.94 | 9.48 | 9.69 | 9.58 | 310,183,456 | 3,020,967,376 | 2.078591 | 1 | 1.1482 | 0 |
2014-03-28T00:00:00 | sh.600000 | 9.64 | 9.92 | 9.6 | 9.67 | 9.69 | 235,609,623 | 2,299,182,848 | 1.578859 | 1 | -0.2064 | 0 |
2014-03-31T00:00:00 | sh.600000 | 9.7 | 9.77 | 9.57 | 9.72 | 9.67 | 117,957,984 | 1,139,701,360 | 0.790456 | 1 | 0.5171 | 0 |
2014-04-01T00:00:00 | sh.600000 | 9.66 | 9.84 | 9.63 | 9.73 | 9.72 | 121,142,230 | 1,177,869,504 | 0.811794 | 1 | 0.1029 | 0 |
2014-04-02T00:00:00 | sh.600000 | 9.75 | 10.04 | 9.71 | 9.94 | 9.73 | 221,487,036 | 2,188,083,760 | 1.484221 | 1 | 2.1583 | 0 |
2014-04-03T00:00:00 | sh.600000 | 9.94 | 10 | 9.64 | 9.67 | 9.94 | 202,589,136 | 1,988,726,352 | 1.357583 | 1 | -2.7163 | 0 |
2014-04-04T00:00:00 | sh.600000 | 9.62 | 9.75 | 9.57 | 9.73 | 9.67 | 103,710,191 | 1,003,039,504 | 0.694979 | 1 | 0.6205 | 0 |
2014-04-08T00:00:00 | sh.600000 | 9.71 | 10.31 | 9.71 | 10.14 | 9.73 | 389,948,096 | 3,925,146,608 | 2.613107 | 1 | 4.2138 | 0 |
2014-04-09T00:00:00 | sh.600000 | 10.12 | 10.19 | 10.03 | 10.1 | 10.14 | 166,971,745 | 1,686,236,320 | 1.118905 | 1 | -0.3945 | 0 |
2014-04-10T00:00:00 | sh.600000 | 10.14 | 10.41 | 10.03 | 10.23 | 10.1 | 251,774,137 | 2,565,192,736 | 1.68718 | 1 | 1.2871 | 0 |
2014-04-11T00:00:00 | sh.600000 | 10.18 | 10.32 | 10.14 | 10.25 | 10.23 | 187,981,794 | 1,923,682,592 | 1.259697 | 1 | 0.1955 | 0 |
2014-04-14T00:00:00 | sh.600000 | 10.25 | 10.29 | 10.09 | 10.12 | 10.25 | 133,566,631 | 1,356,868,496 | 0.895052 | 1 | -1.2683 | 0 |
2014-04-15T00:00:00 | sh.600000 | 10.07 | 10.08 | 9.82 | 9.85 | 10.12 | 176,166,147 | 1,746,784,880 | 1.180519 | 1 | -2.668 | 0 |
2014-04-16T00:00:00 | sh.600000 | 9.82 | 9.97 | 9.81 | 9.9 | 9.85 | 100,765,541 | 997,304,848 | 0.675247 | 1 | 0.5076 | 0 |
2014-04-17T00:00:00 | sh.600000 | 9.93 | 9.97 | 9.74 | 9.76 | 9.9 | 147,878,398 | 1,453,030,912 | 0.990958 | 1 | -1.4141 | 0 |
2014-04-18T00:00:00 | sh.600000 | 9.73 | 9.81 | 9.63 | 9.78 | 9.76 | 115,394,462 | 1,120,720,912 | 0.773277 | 1 | 0.2049 | 0 |
2014-04-21T00:00:00 | sh.600000 | 9.74 | 9.96 | 9.68 | 9.71 | 9.78 | 131,392,321 | 1,292,829,712 | 0.880482 | 1 | -0.7157 | 0 |
2014-04-22T00:00:00 | sh.600000 | 9.68 | 9.92 | 9.66 | 9.9 | 9.71 | 141,231,411 | 1,385,544,272 | 0.946415 | 1 | 1.9567 | 0 |
2014-04-23T00:00:00 | sh.600000 | 9.85 | 10 | 9.83 | 9.88 | 9.9 | 136,419,564 | 1,352,733,680 | 0.91417 | 1 | -0.202 | 0 |
2014-04-24T00:00:00 | sh.600000 | 9.9 | 9.98 | 9.85 | 9.87 | 9.88 | 82,309,479 | 815,388,784 | 0.551569 | 1 | -0.1012 | 0 |
2014-04-25T00:00:00 | sh.600000 | 9.92 | 10.06 | 9.82 | 9.84 | 9.87 | 180,573,527 | 1,794,439,408 | 1.210053 | 1 | -0.3039 | 0 |
2014-04-28T00:00:00 | sh.600000 | 9.82 | 9.87 | 9.65 | 9.67 | 9.84 | 123,425,122 | 1,198,581,008 | 0.827092 | 1 | -1.7276 | 0 |
2014-04-29T00:00:00 | sh.600000 | 9.67 | 9.82 | 9.65 | 9.8 | 9.67 | 88,443,328 | 859,931,424 | 0.592673 | 1 | 1.3444 | 0 |
2014-04-30T00:00:00 | sh.600000 | 9.98 | 10.02 | 9.76 | 9.77 | 9.8 | 142,558,919 | 1,407,065,792 | 0.955311 | 1 | -0.3061 | 0 |
2014-05-05T00:00:00 | sh.600000 | 9.77 | 9.79 | 9.58 | 9.74 | 9.77 | 103,509,079 | 1,001,815,680 | 0.693631 | 1 | -0.3071 | 0 |
2014-05-06T00:00:00 | sh.600000 | 9.7 | 9.8 | 9.67 | 9.7 | 9.74 | 58,797,626 | 572,224,192 | 0.394013 | 1 | -0.4107 | 0 |
2014-05-07T00:00:00 | sh.600000 | 9.69 | 9.75 | 9.64 | 9.66 | 9.7 | 55,972,788 | 542,274,528 | 0.375083 | 1 | -0.4124 | 0 |
2014-05-08T00:00:00 | sh.600000 | 9.66 | 9.87 | 9.64 | 9.75 | 9.66 | 95,225,892 | 930,740,688 | 0.638124 | 1 | 0.9317 | 0 |
2014-05-09T00:00:00 | sh.600000 | 9.75 | 9.82 | 9.69 | 9.76 | 9.75 | 74,829,332 | 731,563,200 | 0.501444 | 1 | 0.1026 | 0 |
2014-05-12T00:00:00 | sh.600000 | 9.85 | 9.96 | 9.79 | 9.93 | 9.76 | 129,589,586 | 1,282,666,096 | 0.868401 | 1 | 1.7418 | 0 |
2014-05-13T00:00:00 | sh.600000 | 9.9 | 9.94 | 9.83 | 9.9 | 9.93 | 66,182,545 | 653,997,056 | 0.4435 | 1 | -0.3021 | 0 |
2014-05-14T00:00:00 | sh.600000 | 9.89 | 9.92 | 9.78 | 9.81 | 9.9 | 114,355,129 | 1,124,734,336 | 0.766313 | 1 | -0.9091 | 0 |
2014-05-15T00:00:00 | sh.600000 | 9.79 | 9.83 | 9.71 | 9.73 | 9.81 | 70,426,925 | 688,077,264 | 0.471942 | 1 | -0.8155 | 0 |
2014-05-16T00:00:00 | sh.600000 | 9.7 | 9.8 | 9.7 | 9.75 | 9.73 | 57,142,230 | 556,664,624 | 0.38292 | 1 | 0.2056 | 0 |
2014-05-19T00:00:00 | sh.600000 | 9.72 | 9.72 | 9.47 | 9.52 | 9.75 | 137,405,978 | 1,314,192,256 | 0.92078 | 1 | -2.359 | 0 |
2014-05-20T00:00:00 | sh.600000 | 9.56 | 9.6 | 9.48 | 9.55 | 9.52 | 64,057,749 | 610,778,784 | 0.429262 | 1 | 0.3151 | 0 |
2014-05-21T00:00:00 | sh.600000 | 9.52 | 9.61 | 9.41 | 9.6 | 9.55 | 54,298,040 | 517,810,704 | 0.36386 | 1 | 0.5236 | 0 |
2014-05-22T00:00:00 | sh.600000 | 9.59 | 9.73 | 9.57 | 9.6 | 9.6 | 71,688,611 | 692,799,600 | 0.480397 | 1 | 0 | 0 |
2014-05-23T00:00:00 | sh.600000 | 9.61 | 9.7 | 9.59 | 9.7 | 9.6 | 47,057,342 | 454,096,752 | 0.315339 | 1 | 1.0417 | 0 |
2014-05-26T00:00:00 | sh.600000 | 9.76 | 9.78 | 9.69 | 9.74 | 9.7 | 54,108,963 | 526,560,768 | 0.362593 | 1 | 0.4124 | 0 |
2014-05-27T00:00:00 | sh.600000 | 9.73 | 9.74 | 9.62 | 9.66 | 9.74 | 74,436,155 | 720,820,160 | 0.498809 | 1 | -0.8214 | 0 |
2014-05-28T00:00:00 | sh.600000 | 9.66 | 9.72 | 9.6 | 9.68 | 9.66 | 92,478,303 | 892,246,144 | 0.619712 | 1 | 0.207 | 0 |
2014-05-29T00:00:00 | sh.600000 | 9.68 | 9.72 | 9.6 | 9.62 | 9.68 | 75,258,524 | 726,796,768 | 0.50432 | 1 | -0.6198 | 0 |
2014-05-30T00:00:00 | sh.600000 | 9.62 | 9.63 | 9.55 | 9.57 | 9.62 | 69,096,841 | 662,738,432 | 0.463029 | 1 | -0.5198 | 0 |
2014-06-03T00:00:00 | sh.600000 | 9.59 | 9.64 | 9.53 | 9.54 | 9.57 | 70,641,283 | 677,281,792 | 0.473379 | 1 | -0.3135 | 0 |
End of preview. Expand in Data Studio
ICAD: replication data
Data for Price limits and measured risk in China: invariance, calibration, and a pre-trend diagnosis (Liu, Chen, Liu and Pan).
Code and documentation: https://github.com/ChenJiahaoJNU/ICAD
| File | Content | Rows | Size |
|---|---|---|---|
panel_merged.parquet |
Analysis panel: 444 A-share stocks, 2,676 trading days (2014-01-02 to 2024-12-31) | 1,188,144 | 39 MB |
panel_v3.parquet |
Stock-year panel, variance ratios on rolling 250-session windows | 3,127 | 1.2 MB |
units.parquet |
Stock-half-year panel, variance ratios on rolling 125-session windows | 219,798 | 7.8 MB |
Where to put these files
Download them into the repository layout expected by the code:
data/panel_merged.parquet
results_v3/panel_v3.parquet
results_sc/units.parquet
Source
Raw prices come from the Baostock open interface (https://www.baostock.com): unadjusted daily OHLC, exchange-provided previous close, trading status and the delisting-risk-warning flag for Shanghai and Shenzhen listed securities. Nothing here is proprietary or restricted.
Limit prices are reconstructed from the previous close and the applicable band (5% for delisting-warning stocks, 20% for ChiNext from 24 August 2020, 10% otherwise) and rounded to the nearest fen.
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