종목명 stringclasses 200
values | Open int64 0 2.12M | High int64 0 2.41M | Low int64 0 1.76M | Close int64 90 2M | Volume int64 0 175M | Change float64 -0.7 0.3 | Return_1d float64 -69.55 30.1 ⌀ | Return_5d float64 -82.82 142 ⌀ | Return_20d float64 -90.74 246 ⌀ | Return_30d float64 -90.74 270 ⌀ | Return_50d float64 -90.74 619 ⌀ | Return_60d float64 -92.5 600 ⌀ | Return_100d float64 -95 739 ⌀ | Return_120d float64 -95.26 632 ⌀ | Return_200d float64 -94.67 853 ⌀ | vol_20 float64 0 0.21 ⌀ | vol_60 float64 0 0.13 ⌀ | vol_60_sqrt252 float64 0 1.99 ⌀ | log_vol float64 0 19 | vol_ratio_60 float64 -15.77 17.2 ⌀ | avg_log_vol_ratio_60 float64 -7.23 6.82 ⌀ | std_log_vol_ratio_60 float64 0 8.35 ⌀ | RSI_14 float64 0 100 ⌀ | RSI_14_60avg float64 0 78.3 ⌀ | MFI_14 float64 0 100 ⌀ | ATR_14 float64 0 419k ⌀ | NATR_14 float64 0 686 ⌀ | ADX_14 float64 0 94.1 ⌀ | Disparity_5d float64 -64.63 55.4 ⌀ | Disparity_20d float64 -87.45 140 ⌀ | Disparity_60d float64 -90.03 213 ⌀ | Disparity_120d float64 -92.99 331 ⌀ | Mean_60d float64 -0.03 0.04 ⌀ | Median_60d float64 -0.02 0.02 ⌀ | Std_60d float64 0 0.13 ⌀ | Sharpe_60d float64 -0.59 0.7 ⌀ | Sharpe_252d float64 -0.26 0.27 ⌀ | Sortino_60d float64 -0.72 43.8M ⌀ | Sortino_252d float64 -0.35 2.05M ⌀ | Skewness_60d float64 -7.75 7.75 ⌀ | Zscore_60d float64 -7.62 7.62 ⌀ | BPS float64 -6,659.41 3.89M | DPS float64 0 42.5k ⌀ | EPS float64 -136,881.15 284k | 배당수익률 float64 0 48.5 ⌀ | 매출액 float64 -5,185,570,843.2 79.1B | 영업이익 float64 -10,820,942,000 17.6B | PER float64 -15,958.9 16.4k | PBR float64 -48.52 118 | ROE float64 -8.1 32.5 | 배당성향 float64 -27,472.53 92.6k ⌀ | ROE_YoY float64 -45,145.01 686k ⌀ | EPS_YoY float64 -29,293.75 743k ⌀ | 영업이익_YoY float64 -68,893.61 2.21M ⌀ | 매출액_YoY float64 -159,601.98 45.6k ⌀ | Date timestamp[ns]date 2015-01-02 00:00:00 2024-12-30 00:00:00 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
우리은행 | 10,000 | 10,000 | 9,760 | 9,790 | 2,918,197 | -0.021 | null | null | null | null | null | null | null | null | null | null | null | null | 14.886477 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.919202 | 0.36739 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-02T00:00:00 |
우리은행 | 9,750 | 9,760 | 9,530 | 9,630 | 3,563,551 | -0.016343 | -1.634321 | null | null | null | null | null | null | null | null | null | null | null | 15.086268 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.838807 | 0.361385 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-05T00:00:00 |
우리은행 | 9,520 | 9,580 | 9,410 | 9,440 | 2,619,991 | -0.01973 | -1.973001 | null | null | null | null | null | null | null | null | null | null | null | 14.778682 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.743337 | 0.354255 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-06T00:00:00 |
우리은행 | 9,380 | 9,510 | 9,370 | 9,400 | 1,679,442 | -0.004237 | -0.423729 | null | null | null | null | null | null | null | null | null | null | null | 14.333973 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.723238 | 0.352754 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-07T00:00:00 |
우리은행 | 9,420 | 9,620 | 9,410 | 9,530 | 2,166,767 | 0.01383 | 1.382979 | null | null | null | null | null | null | null | null | null | null | null | 14.588747 | null | null | null | null | null | null | null | null | null | -0.292948 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.78856 | 0.357633 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-08T00:00:00 |
우리은행 | 9,630 | 9,660 | 9,510 | 9,560 | 1,737,936 | 0.003148 | 0.314795 | -2.349336 | null | null | null | null | null | null | null | null | null | null | 14.368209 | null | null | null | null | null | null | null | null | null | 0.504626 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.803634 | 0.358759 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-09T00:00:00 |
우리은행 | 9,500 | 9,540 | 9,360 | 9,380 | 1,449,448 | -0.018828 | -1.882845 | -2.596054 | null | null | null | null | null | null | null | null | null | null | 14.186694 | null | null | null | null | null | null | null | null | null | -0.866624 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.713189 | 0.352004 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-12T00:00:00 |
우리은행 | 9,400 | 9,490 | 9,320 | 9,390 | 1,380,551 | 0.001066 | 0.10661 | -0.529661 | null | null | null | null | null | null | null | null | null | null | 14.137994 | null | null | null | null | null | null | null | null | null | -0.655946 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.718214 | 0.352379 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-13T00:00:00 |
우리은행 | 9,390 | 9,420 | 9,190 | 9,220 | 2,399,519 | -0.018104 | -1.810437 | -1.914894 | null | null | null | null | null | null | null | null | null | null | 14.690779 | null | null | null | null | null | null | null | null | null | -2.081563 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.632793 | 0.345999 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-14T00:00:00 |
우리은행 | 9,190 | 9,200 | 9,000 | 9,050 | 2,884,385 | -0.018438 | -1.843818 | -5.036726 | null | null | null | null | null | null | null | null | null | null | 14.874823 | null | null | null | null | null | null | null | null | null | -2.896996 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.547373 | 0.33962 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-15T00:00:00 |
우리은행 | 8,960 | 9,020 | 8,760 | 8,860 | 3,201,718 | -0.020994 | -2.099448 | -7.322176 | null | null | null | null | null | null | null | null | null | null | 14.979198 | null | null | null | null | null | null | null | null | null | -3.485839 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.451903 | 0.33249 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-16T00:00:00 |
우리은행 | 8,930 | 9,100 | 8,910 | 8,950 | 1,507,477 | 0.010158 | 1.015801 | -4.584222 | null | null | null | null | null | null | null | null | null | null | 14.225949 | null | null | null | null | null | null | null | null | null | -1.583462 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.497126 | 0.335867 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-19T00:00:00 |
우리은행 | 8,950 | 9,170 | 8,910 | 9,100 | 1,970,443 | 0.01676 | 1.675978 | -3.088392 | null | null | null | null | null | null | null | null | null | null | 14.493769 | null | null | null | null | null | null | null | null | null | 0.708278 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.572497 | 0.341496 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-20T00:00:00 |
우리은행 | 9,130 | 9,210 | 8,950 | 9,100 | 1,854,493 | 0 | 0 | -1.301518 | null | null | null | null | null | null | null | null | null | null | 14.433122 | null | null | null | 31.33324 | null | 37.816425 | 231.417374 | 2.543048 | null | 0.976476 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.572497 | 0.341496 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-21T00:00:00 |
우리은행 | 9,100 | 9,150 | 9,020 | 9,020 | 1,378,832 | -0.008791 | -0.879121 | -0.331492 | null | null | null | null | null | null | null | null | null | null | 14.136748 | null | null | null | 28.797759 | null | 35.066401 | 224.173276 | 2.485291 | null | 0.155452 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.532299 | 0.338494 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-22T00:00:00 |
우리은행 | 9,140 | 9,240 | 9,040 | 9,110 | 1,646,183 | 0.009978 | 0.997783 | 2.82167 | null | null | null | null | null | null | null | null | null | null | 14.31397 | null | null | null | 35.155001 | null | 40.65584 | 223.875185 | 2.457466 | null | 0.59629 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.577521 | 0.341871 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-23T00:00:00 |
우리은행 | 9,110 | 9,230 | 9,050 | 9,140 | 1,135,707 | 0.003293 | 0.329308 | 2.122905 | null | null | null | null | null | null | null | null | null | null | 13.942767 | null | null | null | 37.16879 | null | 44.226704 | 220.741243 | 2.415112 | null | 0.505828 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.592596 | 0.342997 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-26T00:00:00 |
우리은행 | 9,140 | 9,160 | 8,860 | 8,910 | 2,565,615 | -0.025164 | -2.516411 | -2.087912 | null | null | null | null | null | null | null | null | null | null | 14.757709 | null | null | null | 29.583416 | null | 38.667415 | 226.402583 | 2.540994 | null | -1.612191 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.477027 | 0.334366 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-27T00:00:00 |
우리은행 | 8,840 | 8,920 | 8,710 | 8,780 | 3,044,373 | -0.01459 | -1.459035 | -3.516484 | null | null | null | null | null | null | null | null | null | null | 14.928806 | null | null | null | 26.314566 | null | 33.405166 | 225.23097 | 2.565273 | null | -2.357651 | null | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.411706 | 0.329487 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-28T00:00:00 |
우리은행 | 8,770 | 8,870 | 8,720 | 8,830 | 1,919,552 | 0.005695 | 0.569476 | -2.10643 | null | null | null | null | null | null | null | null | null | null | 14.467603 | null | null | null | 29.539378 | null | 39.04049 | 219.857329 | 2.48989 | null | -1.384856 | -4.120745 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.436829 | 0.331364 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-29T00:00:00 |
우리은행 | 8,860 | 8,870 | 8,760 | 8,800 | 1,750,085 | -0.003398 | -0.339751 | -3.402854 | -10.11236 | null | null | null | null | null | null | 0.013086 | null | null | 14.375175 | null | null | null | 28.727017 | null | 43.718411 | 212.010377 | 2.409209 | null | -1.034638 | -3.930131 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.421755 | 0.330238 | 0.074685 | 25.123608 | null | null | null | null | 2015-01-30T00:00:00 |
우리은행 | 8,790 | 8,890 | 8,750 | 8,880 | 1,313,059 | 0.009091 | 0.909091 | -2.844639 | -7.788162 | null | null | null | null | null | null | 0.013185 | null | null | 14.087871 | null | null | null | 33.943935 | null | 47.014899 | 206.866778 | 2.329581 | null | 0.452489 | -2.658263 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.461953 | 0.33324 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-02T00:00:00 |
우리은행 | 8,920 | 9,390 | 8,900 | 9,300 | 4,898,231 | 0.047297 | 4.72973 | 4.377104 | -1.483051 | null | null | null | null | null | null | 0.016948 | null | null | 15.404385 | null | null | null | 53.278987 | null | 57.434685 | 228.519151 | 2.457195 | null | 4.283472 | 2.024025 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.672991 | 0.349001 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-03T00:00:00 |
우리은행 | 9,440 | 9,680 | 9,400 | 9,500 | 4,502,889 | 0.021505 | 2.150538 | 8.200456 | 1.06383 | null | null | null | null | null | null | 0.017622 | null | null | 15.32023 | null | null | null | 59.376777 | null | 64.578349 | 239.339212 | 2.51936 | null | 4.83337 | 4.160956 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.773486 | 0.356507 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-04T00:00:00 |
우리은행 | 9,430 | 9,440 | 9,080 | 9,120 | 3,017,892 | -0.04 | -4 | 3.284258 | -4.302204 | null | null | null | null | null | null | 0.019516 | null | null | 14.920069 | null | null | null | 46.862087 | null | 57.806395 | 252.243554 | 2.765828 | null | 0 | 0.21978 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.582546 | 0.342247 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-05T00:00:00 |
우리은행 | 9,140 | 9,210 | 9,050 | 9,140 | 1,715,100 | 0.002193 | 0.219298 | 3.863636 | -4.393305 | null | null | null | null | null | null | 0.019504 | null | null | 14.354983 | null | null | null | 47.489396 | null | 54.348606 | 245.654729 | 2.687688 | null | -0.522421 | 0.67188 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.592596 | 0.342997 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-06T00:00:00 |
우리은행 | 9,180 | 9,270 | 9,120 | 9,180 | 1,705,990 | 0.004376 | 0.437637 | 3.378378 | -2.132196 | null | null | null | null | null | null | 0.019141 | null | null | 14.349657 | null | null | null | 48.791466 | null | 57.113635 | 238.822248 | 2.60155 | 34.783394 | -0.735294 | 1.22395 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.612694 | 0.344498 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-09T00:00:00 |
우리은행 | 9,240 | 9,240 | 9,060 | 9,160 | 1,473,622 | -0.002179 | -0.217865 | -1.505376 | -2.449414 | null | null | null | null | null | null | 0.019137 | null | null | 14.203235 | null | null | null | 48.148592 | null | 54.078829 | 234.620659 | 2.561361 | 32.315631 | -0.650759 | 1.131659 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.602645 | 0.343748 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-10T00:00:00 |
우리은행 | 9,140 | 9,210 | 9,100 | 9,170 | 1,580,939 | 0.001092 | 0.10917 | -3.473684 | -0.542299 | null | null | null | null | null | null | 0.018714 | null | null | 14.27353 | null | null | null | 48.513873 | null | 56.736739 | 225.719183 | 2.461496 | 30.024138 | 0.174787 | 1.270017 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.60767 | 0.344123 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-11T00:00:00 |
우리은행 | 9,170 | 9,210 | 9,070 | 9,100 | 1,319,227 | -0.007634 | -0.763359 | -0.219298 | 0.552486 | null | null | null | null | null | null | 0.018309 | null | null | 14.092557 | null | null | null | 46.06739 | null | 53.941272 | 219.596385 | 2.413147 | 28.056289 | -0.546448 | 0.469224 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.572497 | 0.341496 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-12T00:00:00 |
우리은행 | 9,150 | 9,380 | 9,140 | 9,350 | 1,940,137 | 0.027473 | 2.747253 | 2.297593 | 5.530474 | -4.494382 | null | null | null | null | null | 0.01853 | null | null | 14.47827 | null | null | null | 54.82864 | null | 57.330557 | 223.910928 | 2.394769 | 26.757436 | 1.718886 | 2.950892 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.698115 | 0.350878 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-13T00:00:00 |
우리은행 | 9,350 | 9,460 | 9,320 | 9,360 | 1,206,684 | 0.00107 | 0.106952 | 1.960784 | 4.581006 | -2.803738 | null | null | null | null | null | 0.018452 | null | null | 14.003387 | null | null | null | 55.142542 | null | 59.353361 | 217.917291 | 2.328176 | 25.921825 | 1.430429 | 2.828893 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.703139 | 0.351253 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-16T00:00:00 |
우리은행 | 9,360 | 9,520 | 9,310 | 9,510 | 1,193,000 | 0.016026 | 1.602564 | 3.820961 | 4.505495 | 0.741525 | null | null | null | null | null | 0.018423 | null | null | 13.991983 | null | null | null | 59.669817 | null | 61.319594 | 217.35177 | 2.285508 | 25.415378 | 2.28006 | 4.242026 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.77851 | 0.356882 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-17T00:00:00 |
우리은행 | 9,580 | 9,640 | 9,510 | 9,550 | 1,402,461 | 0.004206 | 0.42061 | 4.143948 | 4.945055 | 1.595745 | null | null | null | null | null | 0.018419 | null | null | 14.15374 | null | null | null | 60.805814 | null | 63.578438 | 211.112358 | 2.210601 | 25.451315 | 1.877534 | 4.42294 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.798609 | 0.358383 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-23T00:00:00 |
우리은행 | 9,550 | 9,600 | 9,480 | 9,550 | 968,039 | 0 | 0 | 4.945055 | 5.875831 | 0.209864 | null | null | null | null | null | 0.018237 | null | null | 13.783029 | null | null | null | 60.805814 | null | 60.939552 | 204.604332 | 2.142454 | 25.278115 | 0.908707 | 4.121239 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.798609 | 0.358383 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-24T00:00:00 |
우리은행 | 9,560 | 9,650 | 9,530 | 9,610 | 1,378,530 | 0.006283 | 0.628272 | 2.780749 | 5.488474 | 0.523013 | null | null | null | null | null | 0.018181 | null | null | 14.136529 | null | null | null | 62.636667 | null | 63.289353 | 198.561166 | 2.066193 | 25.334962 | 0.98781 | 4.490595 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.828757 | 0.360635 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-25T00:00:00 |
우리은행 | 9,610 | 9,620 | 9,480 | 9,610 | 1,846,848 | 0 | 0 | 2.67094 | 5.142232 | 2.452026 | null | null | null | null | null | 0.018192 | null | null | 14.428992 | null | null | null | 62.636667 | null | 58.247798 | 194.378225 | 2.022666 | 25.019497 | 0.459962 | 4.224283 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.828757 | 0.360635 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-26T00:00:00 |
우리은행 | 9,560 | 9,600 | 9,420 | 9,480 | 1,570,805 | -0.013528 | -1.352758 | -0.315457 | 6.397306 | 0.958466 | null | null | null | null | null | 0.017425 | null | null | 14.267099 | null | null | null | 56.056741 | null | 54.313822 | 194.065495 | 2.047104 | 24.293043 | -0.83682 | 2.497567 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.763436 | 0.355756 | 0.074685 | 25.123608 | null | null | null | null | 2015-02-27T00:00:00 |
우리은행 | 9,450 | 9,470 | 9,290 | 9,300 | 1,831,355 | -0.018987 | -1.898734 | -2.617801 | 5.922551 | 0.867679 | null | null | null | null | null | 0.017688 | null | null | 14.420567 | null | null | null | 48.465104 | null | 50.128626 | 193.775102 | 2.083603 | 22.758426 | -2.208202 | 0.269542 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.672991 | 0.349001 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-02T00:00:00 |
우리은행 | 9,310 | 9,540 | 9,260 | 9,500 | 1,858,136 | 0.021505 | 2.150538 | -0.52356 | 7.587769 | 4.972376 | null | null | null | null | null | 0.01816 | null | null | 14.435085 | null | null | null | 55.65175 | null | 54.032077 | 199.934024 | 2.104569 | 21.731288 | 0 | 2.057259 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.773486 | 0.356507 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-03T00:00:00 |
우리은행 | 9,490 | 9,530 | 9,420 | 9,440 | 663,250 | -0.006316 | -0.631579 | -1.768991 | 7.272727 | 6.546275 | null | null | null | null | null | 0.018233 | null | null | 13.404909 | null | null | null | 53.252525 | null | 55.378871 | 193.510165 | 2.049896 | 20.777516 | -0.274667 | 1.065253 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.743337 | 0.354255 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-04T00:00:00 |
우리은행 | 9,440 | 9,460 | 9,350 | 9,410 | 920,640 | -0.003178 | -0.317797 | -2.081165 | 5.968468 | 5.139665 | null | null | null | null | null | 0.018247 | null | null | 13.732825 | null | null | null | 52.044376 | null | 53.068549 | 187.545153 | 1.993041 | 19.409402 | -0.169743 | 0.459058 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.728263 | 0.353129 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-05T00:00:00 |
우리은행 | 9,440 | 9,460 | 9,280 | 9,310 | 1,845,649 | -0.010627 | -1.062699 | -1.793249 | 0.107527 | 2.307692 | null | null | null | null | null | 0.015199 | null | null | 14.428342 | null | null | null | 48.125019 | null | 48.707932 | 187.006214 | 2.00866 | 18.36358 | -0.873083 | -0.613824 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.678016 | 0.349377 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-06T00:00:00 |
우리은행 | 9,360 | 9,390 | 9,270 | 9,300 | 1,162,064 | -0.001074 | -0.107411 | 0 | -2.105263 | 2.197802 | null | null | null | null | null | 0.014344 | null | null | 13.965709 | null | null | null | 47.737861 | null | 46.145178 | 182.220055 | 1.959355 | 17.45765 | -0.979557 | -0.61448 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.672991 | 0.349001 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-09T00:00:00 |
우리은행 | 9,300 | 9,330 | 9,220 | 9,230 | 1,463,281 | -0.007527 | -0.752688 | -2.842105 | 1.20614 | 2.32816 | null | null | null | null | null | 0.011183 | null | null | 14.196192 | null | null | null | 45.008299 | null | 43.090495 | 177.06148 | 1.918326 | 16.947033 | -1.156565 | -1.420485 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.637818 | 0.346375 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-10T00:00:00 |
우리은행 | 9,120 | 9,200 | 9,120 | 9,140 | 1,434,623 | -0.009751 | -0.975081 | -3.177966 | 0 | 0.329308 | null | null | null | null | null | 0.011413 | null | null | 14.176413 | null | null | null | 41.706413 | null | 40.305843 | 172.271374 | 1.884807 | 17.085289 | -1.48739 | -2.381715 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.592596 | 0.342997 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-11T00:00:00 |
우리은행 | 9,180 | 9,630 | 9,140 | 9,450 | 5,130,747 | 0.033917 | 3.391685 | 0.42508 | 2.941176 | 3.391685 | null | null | null | null | null | 0.013686 | null | null | 15.450762 | null | null | null | 54.176321 | null | 52.46463 | 194.966276 | 2.063135 | 17.121674 | 1.7661 | 0.783875 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.748362 | 0.354631 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-12T00:00:00 |
우리은행 | 9,500 | 9,540 | 9,390 | 9,470 | 1,815,882 | 0.002116 | 0.21164 | 1.718582 | 3.384279 | 6.285073 | null | null | null | null | null | 0.013658 | null | null | 14.412082 | null | null | null | 54.847407 | null | 55.90938 | 191.754399 | 2.024862 | 17.15546 | 1.631251 | 0.830494 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.758411 | 0.355381 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-13T00:00:00 |
우리은행 | 9,500 | 9,750 | 9,420 | 9,700 | 2,668,446 | 0.024287 | 2.428722 | 4.301075 | 5.779716 | 10.47836 | null | null | null | null | null | 0.014555 | null | null | 14.797007 | null | null | null | 61.779537 | null | 60.512805 | 201.629085 | 2.07865 | 18.05832 | 3.21345 | 2.988799 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.87398 | 0.364012 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-16T00:00:00 |
우리은행 | 9,770 | 10,100 | 9,710 | 10,100 | 4,836,100 | 0.041237 | 4.123711 | 9.425785 | 10.989011 | 14.382786 | null | null | null | null | null | 0.016643 | null | null | 15.391619 | null | null | null | 70.315164 | null | 67.396089 | 215.798436 | 2.136618 | 19.949519 | 5.516089 | 6.669483 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 5.074969 | 0.379023 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-17T00:00:00 |
우리은행 | 10,100 | 10,250 | 10,000 | 10,050 | 2,426,394 | -0.00495 | -0.49505 | 9.956236 | 7.486631 | 14.204545 | 2.655771 | null | null | null | null | 0.01594 | null | null | 14.701917 | null | null | null | 68.262966 | null | 70.236017 | 218.241405 | 2.171556 | 22.055619 | 3.034652 | 5.750513 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 5.049845 | 0.377147 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-18T00:00:00 |
우리은행 | 10,200 | 10,250 | 9,860 | 9,940 | 4,112,165 | -0.010945 | -1.094527 | 5.185185 | 6.196581 | 11.936937 | 3.219107 | null | null | null | null | 0.016269 | null | null | 15.22946 | null | null | null | 63.848022 | null | 60.670451 | 230.509876 | 2.319013 | 23.140798 | 0.89322 | 4.274849 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.994573 | 0.373019 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-19T00:00:00 |
우리은행 | 9,870 | 9,920 | 9,640 | 9,760 | 3,713,913 | -0.018109 | -1.810865 | 3.062302 | 2.628812 | 4.946237 | 3.389831 | null | null | null | null | 0.016632 | null | null | 15.127597 | null | null | null | 57.315558 | null | 53.726528 | 235.473456 | 2.412638 | 22.959558 | -1.513623 | 2.252488 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.904128 | 0.366264 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-20T00:00:00 |
우리은행 | 9,750 | 9,760 | 9,590 | 9,610 | 2,768,987 | -0.015369 | -1.536885 | -0.927835 | 0.628272 | 1.157895 | 2.234043 | null | null | null | null | 0.017031 | null | null | 14.833992 | null | null | null | 52.495471 | null | 49.255656 | 230.796781 | 2.401631 | 22.542933 | -2.850789 | 0.649351 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.828757 | 0.360635 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-23T00:00:00 |
우리은행 | 9,620 | 9,670 | 9,330 | 9,440 | 4,071,321 | -0.01769 | -1.768991 | -6.534653 | -1.151832 | 3.508772 | -0.944386 | null | null | null | null | 0.017508 | null | null | 15.219478 | null | null | null | 47.608812 | null | 43.61224 | 238.597011 | 2.527511 | 20.993223 | -3.278689 | -1.074142 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.743337 | 0.354255 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-24T00:00:00 |
우리은행 | 9,410 | 9,480 | 9,200 | 9,210 | 4,318,770 | -0.024364 | -2.436441 | -8.358209 | -4.162331 | 0.765864 | -3.661088 | null | null | null | null | 0.018216 | null | null | 15.278481 | null | null | null | 41.922842 | null | 38.651154 | 241.554367 | 2.62274 | 19.934784 | -3.982485 | -3.281701 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.627769 | 0.345624 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-25T00:00:00 |
우리은행 | 9,210 | 9,340 | 9,180 | 9,320 | 2,489,511 | 0.011944 | 1.194354 | -6.237425 | -3.01769 | 1.525054 | -0.639659 | null | null | null | null | 0.018478 | null | null | 14.727597 | null | null | null | 45.28832 | null | 36.106038 | 235.729055 | 2.529282 | 19.028382 | -1.56316 | -1.977282 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.683041 | 0.349752 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-26T00:00:00 |
우리은행 | 9,360 | 9,410 | 9,290 | 9,390 | 2,394,633 | 0.007511 | 0.751073 | -3.790984 | -0.949367 | 2.510917 | 0 | null | null | null | null | 0.018348 | null | null | 14.688741 | null | null | null | 47.378088 | null | 40.220291 | 227.462694 | 2.422393 | 17.870992 | -0.04258 | -1.194297 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.718214 | 0.352379 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-27T00:00:00 |
우리은행 | 9,390 | 9,460 | 9,220 | 9,310 | 2,234,752 | -0.00852 | -0.85197 | -3.121748 | 0.107527 | 1.526718 | 0.976139 | null | null | null | null | 0.017932 | null | null | 14.619641 | null | null | null | 45.250825 | null | 37.78381 | 228.358216 | 2.452827 | 17.091269 | -0.257124 | -2.041246 | null | null | null | null | null | null | null | null | null | null | null | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.678016 | 0.349377 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-30T00:00:00 |
우리은행 | 9,350 | 9,430 | 9,310 | 9,380 | 2,248,349 | 0.007519 | 0.75188 | -0.635593 | -1.263158 | 3.076923 | 3.646409 | null | null | null | null | 0.017319 | null | null | 14.625707 | 0.107355 | null | null | 47.4732 | null | 41.632563 | 220.618343 | 2.352008 | 16.367241 | 0.622184 | -1.242367 | 0.442604 | null | null | null | null | null | null | null | null | null | 0.142503 | 26,647.45 | 500 | 1,990.16 | 5 | 2,297,464,000 | -68,551,000 | 4.713189 | 0.352004 | 0.074685 | 25.123608 | null | null | null | null | 2015-03-31T00:00:00 |
우리은행 | 9,380 | 9,390 | 9,230 | 9,270 | 1,639,053 | -0.011727 | -1.172708 | 0.651466 | -1.800847 | -0.855615 | 4.62754 | -5.311542 | null | null | null | 0.017457 | 0.016546 | 0.262667 | 14.30963 | -0.199108 | null | null | 44.421694 | null | 39.719339 | 216.288462 | 2.333209 | 16.049348 | -0.685665 | -2.313083 | -0.643087 | null | -0.000775 | -0.000537 | 0.016546 | -0.046857 | null | -0.086514 | null | 0.600436 | -0.211234 | 26,647.45 | 500 | 1,990.16 | 5 | 2,203,370,000 | 297,296,000 | 4.657917 | 0.347876 | 0.074685 | 25.123608 | null | null | null | null | 2015-04-01T00:00:00 |
우리은행 | 9,270 | 9,290 | 9,200 | 9,210 | 1,701,236 | -0.006472 | -0.647249 | -1.180258 | -2.125399 | -1.602564 | 2.905028 | -4.361371 | null | null | null | 0.017496 | 0.016438 | 0.260941 | 14.346866 | -0.149549 | null | null | 42.805447 | null | 37.791316 | 207.267857 | 2.250465 | 15.886802 | -1.095361 | -2.842977 | -1.212056 | null | -0.000611 | -0.000537 | 0.016438 | -0.037158 | null | -0.068849 | null | 0.59553 | -0.401148 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 5.880025 | 0.323888 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-02T00:00:00 |
우리은행 | 9,250 | 9,330 | 9,220 | 9,300 | 880,361 | 0.009772 | 0.977199 | -0.958466 | -0.107411 | -2.208202 | 2.197802 | -1.483051 | null | null | null | 0.017496 | 0.016297 | 0.258704 | 13.688088 | -0.79015 | null | null | 45.980419 | null | 39.438467 | 201.034439 | 2.161661 | 15.497086 | 0.064558 | -1.888385 | -0.221729 | null | -0.000119 | 0 | 0.016297 | -0.007308 | null | -0.01363 | null | 0.550299 | -0.073472 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 5.937484 | 0.327053 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-03T00:00:00 |
우리은행 | 9,320 | 9,320 | 9,130 | 9,140 | 1,934,059 | -0.017204 | -1.72043 | -1.825994 | -1.72043 | -4.293194 | 0.43956 | -2.765957 | null | null | null | 0.017919 | 0.016438 | 0.26094 | 14.475132 | -0.005459 | null | null | 41.563131 | null | 37.133981 | 200.246265 | 2.190878 | 15.560428 | -1.295896 | -3.494879 | -1.892733 | null | -0.000335 | 0 | 0.016438 | -0.020393 | null | -0.037883 | null | 0.557661 | -0.625197 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 5.835334 | 0.321426 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-06T00:00:00 |
우리은행 | 9,200 | 9,220 | 9,120 | 9,200 | 1,223,505 | 0.006565 | 0.656455 | -1.918977 | -0.325027 | -3.664921 | 1.995565 | -3.462749 | null | null | null | 0.017914 | 0.016358 | 0.259678 | 14.017231 | -0.453835 | null | null | 43.745635 | null | 35.714809 | 193.085817 | 2.098759 | 15.666369 | -0.260191 | -2.845979 | -1.19037 | null | -0.000456 | 0 | 0.016358 | -0.027895 | null | -0.051567 | null | 0.57874 | -0.394393 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 5.87364 | 0.323536 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-07T00:00:00 |
우리은행 | 9,230 | 9,380 | 9,200 | 9,330 | 2,713,087 | 0.01413 | 1.413043 | 0.647249 | 2.078775 | -2.913632 | 2.414929 | -2.405858 | null | null | null | 0.018026 | 0.01646 | 0.261299 | 14.813598 | 0.335109 | null | null | 48.254979 | null | 41.157267 | 192.151116 | 2.059497 | 14.76417 | 1.017757 | -1.571896 | 0.247126 | null | -0.000273 | 0 | 0.01646 | -0.016601 | null | -0.030881 | null | 0.545539 | 0.082399 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 5.956637 | 0.328108 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-08T00:00:00 |
우리은행 | 9,370 | 9,390 | 9,290 | 9,310 | 1,445,509 | -0.002144 | -0.214362 | 1.085776 | -1.481481 | -3.121748 | 1.859956 | -0.746269 | null | null | null | 0.016301 | 0.016281 | 0.25846 | 14.183973 | -0.294471 | null | null | 47.622508 | null | 43.890672 | 185.568893 | 1.993221 | 13.867602 | 0.583405 | -1.710304 | 0.044775 | null | 0.000005 | 0 | 0.016281 | 0.000296 | null | 0.000553 | null | 0.536627 | 0.014936 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 5.943868 | 0.327404 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-09T00:00:00 |
우리은행 | 9,350 | 9,440 | 9,320 | 9,370 | 3,001,736 | 0.006445 | 0.644468 | 0.752688 | -1.055966 | -1.160338 | 5.162738 | -0.212993 | null | null | null | 0.016368 | 0.016302 | 0.25879 | 14.914702 | 0.423313 | null | null | 49.750341 | null | 49.194895 | 181.599687 | 1.938097 | 13.020235 | 1.078749 | -1.024612 | 0.693138 | null | 0.000094 | 0 | 0.016302 | 0.005794 | null | 0.010841 | null | 0.518593 | 0.231287 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 5.982175 | 0.329514 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-10T00:00:00 |
우리은행 | 9,420 | 9,470 | 9,350 | 9,470 | 2,471,513 | 0.010672 | 1.067236 | 3.610503 | -2.371134 | 1.827957 | 7.85877 | 2.711497 | null | null | null | 0.015549 | 0.016181 | 0.256859 | 14.720341 | 0.22846 | null | null | 53.165364 | null | 53.144768 | 177.199709 | 1.871169 | 12.415137 | 1.435304 | 0.15335 | 1.722224 | null | 0.000574 | 0 | 0.016181 | 0.035479 | null | 0.066721 | null | 0.468204 | 0.573762 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.046019 | 0.333031 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-13T00:00:00 |
우리은행 | 9,500 | 10,850 | 9,470 | 10,800 | 18,368,018 | 0.140444 | 14.044351 | 17.391304 | 6.930693 | 13.684211 | 22.310306 | 19.337017 | null | null | null | 0.03429 | 0.024086 | 0.382354 | 16.726122 | 2.203385 | null | null | 76.26718 | null | 72.184305 | 263.114016 | 2.436241 | 15.689032 | 11.847556 | 13.798009 | 15.646137 | null | 0.003222 | 0.000535 | 0.024086 | 0.133775 | null | 0.380219 | null | 3.241523 | 4.332817 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.895143 | 0.379803 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-14T00:00:00 |
우리은행 | 10,850 | 10,900 | 10,150 | 10,400 | 10,492,935 | -0.037037 | -3.703704 | 11.468382 | 3.482587 | 10.169492 | 18.181818 | 17.38149 | null | null | null | 0.035456 | 0.024446 | 0.388065 | 16.166213 | 1.623693 | null | null | 65.761092 | null | 77.794308 | 297.891586 | 2.864342 | 18.793136 | 5.369807 | 9.381573 | 11.057718 | null | 0.002955 | 0.000535 | 0.024446 | 0.120868 | null | 0.321396 | null | 3.073188 | 2.891424 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.639767 | 0.365736 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-15T00:00:00 |
우리은행 | 10,300 | 10,800 | 10,200 | 10,700 | 8,941,028 | 0.028846 | 2.884615 | 14.930183 | 7.645875 | 13.70882 | 20.495495 | 19.553073 | null | null | null | 0.03579 | 0.024657 | 0.391422 | 16.006161 | 1.433971 | null | null | 69.189184 | null | 81.285441 | 319.470758 | 2.985708 | 21.675518 | 5.439495 | 12.088833 | 13.906533 | null | 0.003266 | 0.000535 | 0.024657 | 0.132464 | null | 0.355276 | null | 2.975451 | 3.321216 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.831299 | 0.376286 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-16T00:00:00 |
우리은행 | 10,800 | 10,800 | 10,500 | 10,500 | 4,414,368 | -0.018692 | -1.869159 | 12.059765 | 7.581967 | 12.781955 | 12.903226 | 15.384615 | null | null | null | 0.03581 | 0.024753 | 0.392942 | 15.300375 | 0.714742 | null | null | 64.549196 | 49.91174 | 82.733358 | 318.07999 | 3.029333 | 24.352016 | 1.214575 | 9.569028 | 11.500478 | null | 0.002675 | 0 | 0.024753 | 0.108081 | null | 0.287365 | null | 3.000071 | 2.600495 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.703611 | 0.369253 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-17T00:00:00 |
우리은행 | 10,300 | 10,900 | 10,300 | 10,850 | 5,306,906 | 0.033333 | 3.333333 | 14.572334 | 12.903226 | 16.666667 | 14.210526 | 19.230769 | null | null | null | 0.036062 | 0.025064 | 0.39788 | 15.48452 | 0.881363 | null | null | 68.526969 | 50.531636 | 84.316652 | 338.217134 | 3.117209 | 25.735652 | 1.877934 | 12.49352 | 14.861408 | null | 0.003231 | 0.000535 | 0.025064 | 0.128905 | null | 0.347038 | null | 2.853066 | 3.095458 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.927065 | 0.381562 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-20T00:00:00 |
우리은행 | 10,900 | 10,950 | 10,650 | 10,700 | 3,197,344 | -0.013825 | -1.382488 | -0.925926 | 13.347458 | 15.926327 | 17.324561 | 18.625277 | null | null | null | 0.035934 | 0.025113 | 0.398662 | 14.977831 | 0.360657 | null | null | 65.152888 | 51.137555 | 85.203828 | 335.487338 | 3.135396 | 27.122676 | 0.658514 | 10.218377 | 12.938693 | null | 0.003147 | 0.000535 | 0.025113 | 0.125312 | null | 0.336321 | null | 2.843095 | 2.564723 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.831299 | 0.376286 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-21T00:00:00 |
우리은행 | 10,650 | 10,750 | 10,250 | 10,400 | 4,048,640 | -0.028037 | -2.803738 | 0 | 12.920738 | 13.785558 | 13.785558 | 14.160263 | null | null | null | 0.036111 | 0.025416 | 0.403464 | 15.213892 | 0.581718 | null | null | 58.905943 | 51.533404 | 79.260119 | 347.238243 | 3.338829 | 26.547382 | -2.163688 | 6.475557 | 9.523642 | null | 0.002513 | 0 | 0.025416 | 0.098892 | null | 0.258169 | null | 2.787448 | 1.844981 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.639767 | 0.365736 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-22T00:00:00 |
우리은행 | 10,500 | 11,250 | 10,450 | 11,000 | 9,758,137 | 0.057692 | 5.769231 | 2.803738 | 18.025751 | 16.402116 | 19.825708 | 20.350109 | null | null | null | 0.037869 | 0.026396 | 0.419016 | 16.093612 | 1.425591 | null | null | 65.939832 | 52.012921 | 82.550473 | 383.149797 | 3.48318 | 27.139238 | 2.899906 | 11.658123 | 15.46536 | null | 0.00342 | 0 | 0.026396 | 0.12957 | null | 0.351297 | null | 2.541985 | 2.807035 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 7.022831 | 0.386837 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-23T00:00:00 |
우리은행 | 11,150 | 11,850 | 11,100 | 11,200 | 11,981,703 | 0.018182 | 1.818182 | 6.666667 | 19.275825 | 18.268215 | 22.270742 | 25.701459 | null | null | null | 0.037922 | 0.026192 | 0.41579 | 16.298891 | 1.605184 | null | null | 67.911481 | 52.651722 | 85.686391 | 416.49624 | 3.718716 | 28.624922 | 3.416436 | 12.65339 | 17.095611 | null | 0.004142 | 0.000535 | 0.026192 | 0.158157 | null | 0.437772 | null | 2.541914 | 2.913343 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 7.150518 | 0.39387 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-24T00:00:00 |
우리은행 | 11,450 | 11,600 | 11,100 | 11,200 | 3,850,317 | 0 | 0 | 3.225806 | 20.300752 | 15.463918 | 22.137405 | 27.562642 | null | null | null | 0.037757 | 0.026083 | 0.414054 | 15.163666 | 0.466045 | null | null | 67.911481 | 53.345004 | 80.703893 | 422.460794 | 3.771971 | 30.004486 | 2.752294 | 11.592687 | 16.603911 | null | 0.004386 | 0.000535 | 0.026083 | 0.168143 | null | 0.464995 | null | 2.551514 | 2.702542 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 7.150518 | 0.39387 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-27T00:00:00 |
우리은행 | 11,350 | 11,350 | 10,600 | 10,700 | 5,897,105 | -0.044643 | -4.464286 | 0 | 14.072495 | 5.940594 | 17.582418 | 21.177803 | null | null | null | 0.039684 | 0.026839 | 0.426052 | 15.589972 | 0.873645 | null | null | 58.151421 | 53.821871 | 73.879416 | 445.856452 | 4.166883 | 29.565891 | -1.834862 | 5.914378 | 11.038085 | null | 0.003547 | 0 | 0.026839 | 0.132149 | null | 0.333483 | null | 2.332126 | 1.77924 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.831299 | 0.376286 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-28T00:00:00 |
우리은행 | 10,750 | 11,050 | 10,650 | 10,800 | 4,290,257 | 0.009346 | 0.934579 | 3.846154 | 16.504854 | 7.462687 | 15.508021 | 22.727273 | null | null | null | 0.039431 | 0.026833 | 0.425965 | 15.271857 | 0.540585 | null | null | 59.407928 | 54.33322 | 69.308625 | 442.580991 | 4.097972 | 29.158624 | -1.639344 | 6.100796 | 11.689476 | null | 0.003759 | 0.000535 | 0.026833 | 0.140091 | null | 0.352556 | null | 2.309467 | 1.864932 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.895143 | 0.379803 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-29T00:00:00 |
우리은행 | 10,700 | 10,800 | 10,500 | 10,750 | 3,899,532 | -0.00463 | -0.462963 | -2.272727 | 16.720955 | 8.148893 | 14.850427 | 21.058559 | null | null | null | 0.039396 | 0.026846 | 0.42616 | 15.176367 | 0.426953 | null | null | 58.46274 | 54.741867 | 65.402714 | 432.396634 | 4.022294 | 28.30635 | -1.646844 | 4.816693 | 10.815222 | null | 0.00353 | 0 | 0.026846 | 0.131509 | null | 0.332119 | null | 2.33207 | 1.711957 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.863221 | 0.378045 | 0.055083 | 31.921957 | null | null | null | null | 2015-04-30T00:00:00 |
우리은행 | 10,750 | 11,200 | 10,600 | 11,200 | 4,013,501 | 0.04186 | 4.186047 | 0 | 20.430108 | 14.754098 | 17.770768 | 20.430108 | null | null | null | 0.0401 | 0.026704 | 0.423914 | 15.205175 | 0.459081 | null | null | 64.012263 | 54.920755 | 67.493397 | 444.368303 | 3.967574 | 28.303453 | 2.470265 | 8.202106 | 15.078346 | null | 0.00344 | 0 | 0.026704 | 0.128812 | null | 0.323595 | null | 2.354509 | 2.292043 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 7.150518 | 0.39387 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-04T00:00:00 |
우리은행 | 11,150 | 11,200 | 10,900 | 11,050 | 3,055,299 | -0.013393 | -1.339286 | -1.339286 | 20.897155 | 14.984391 | 15.706806 | 16.315789 | null | null | null | 0.039972 | 0.026684 | 0.423595 | 14.932388 | 0.192758 | null | null | 61.082722 | 54.949187 | 69.034422 | 434.056282 | 3.928111 | 28.300763 | 1.376147 | 5.777055 | 13.23655 | null | 0.002858 | 0 | 0.026684 | 0.107112 | null | 0.268969 | null | 2.41765 | 1.952244 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 7.054753 | 0.388595 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-06T00:00:00 |
우리은행 | 11,100 | 11,100 | 10,600 | 10,700 | 3,475,669 | -0.031674 | -3.167421 | 0 | 16.304348 | 13.347458 | 12.041885 | 17.324561 | null | null | null | 0.041058 | 0.026478 | 0.420328 | 15.061298 | 0.319314 | null | null | 54.782709 | 55.081197 | 65.326275 | 438.766547 | 4.100622 | 27.345934 | -1.834862 | 1.696526 | 9.354773 | null | 0.002997 | 0 | 0.026478 | 0.113185 | null | 0.292812 | null | 2.493657 | 1.371874 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.831299 | 0.376286 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-07T00:00:00 |
우리은행 | 10,750 | 10,850 | 10,600 | 10,650 | 1,341,516 | -0.004673 | -0.46729 | -1.388889 | 14.14791 | 15.635179 | 10.82206 | 16.520788 | null | null | null | 0.041133 | 0.026497 | 0.42062 | 14.109312 | -0.628578 | null | null | 53.92702 | 55.188491 | 63.912503 | 425.283222 | 3.99327 | 26.459308 | -2.023919 | 0.590319 | 8.564536 | null | 0.002883 | -0.000537 | 0.026497 | 0.108788 | null | 0.282604 | null | 2.501454 | 1.252199 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.799377 | 0.374528 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-08T00:00:00 |
우리은행 | 10,800 | 10,850 | 10,650 | 10,700 | 1,208,827 | 0.004695 | 0.469484 | -0.465116 | 14.930183 | 14.806867 | 11.342352 | 16.557734 | null | null | null | 0.041078 | 0.026497 | 0.420625 | 14.005162 | -0.726986 | null | null | 54.689203 | 55.286787 | 64.65706 | 409.191564 | 3.82422 | 25.636011 | -1.473297 | 0.403491 | 8.793276 | null | 0.002888 | -0.000537 | 0.026497 | 0.108987 | null | 0.283124 | null | 2.50074 | 1.280382 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.831299 | 0.376286 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-11T00:00:00 |
우리은행 | 10,600 | 11,100 | 10,600 | 10,950 | 2,131,591 | 0.023364 | 2.336449 | -2.232143 | 16.862327 | 16.613419 | 15.506329 | 19.541485 | null | null | null | 0.041224 | 0.026619 | 0.422564 | 14.57238 | -0.16592 | null | null | 58.395245 | 55.457564 | 66.007502 | 415.677881 | 3.796145 | 25.464716 | 1.295097 | 1.993294 | 10.998479 | null | 0.003314 | 0 | 0.026619 | 0.12448 | null | 0.324194 | null | 2.42494 | 1.584886 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.990909 | 0.385078 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-12T00:00:00 |
우리은행 | 10,950 | 11,200 | 10,900 | 11,050 | 2,199,137 | 0.009132 | 0.913242 | 0 | 16.684266 | 18.689581 | 18.817204 | 20.501636 | null | null | null | 0.041221 | 0.026628 | 0.422705 | 14.603576 | -0.140225 | null | null | 59.811228 | 55.645854 | 67.412134 | 407.415175 | 3.687015 | 25.526934 | 2.220167 | 2.172908 | 11.657516 | null | 0.003448 | 0 | 0.026628 | 0.129471 | null | 0.337306 | null | 2.407093 | 1.659512 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 7.054753 | 0.388595 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-13T00:00:00 |
우리은행 | 11,000 | 11,050 | 10,750 | 10,750 | 2,569,533 | -0.027149 | -2.714932 | 0.46729 | -0.462963 | 14.605544 | 13.157895 | 18.131868 | null | null | null | 0.02786 | 0.026884 | 0.426763 | 14.759235 | 0.004323 | null | null | 53.886099 | 55.776165 | 64.137623 | 399.742662 | 3.718536 | 25.03242 | -0.64695 | -0.578035 | 8.325076 | null | 0.003122 | 0 | 0.026884 | 0.116141 | null | 0.295938 | null | 2.352011 | 1.187389 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.863221 | 0.378045 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-14T00:00:00 |
우리은행 | 10,850 | 10,950 | 10,600 | 10,650 | 1,830,498 | -0.009302 | -0.930233 | 0 | 2.403846 | 14.886731 | 12.817797 | 13.903743 | null | null | null | 0.026573 | 0.026738 | 0.424449 | 14.420099 | -0.333843 | null | null | 52.035641 | 55.729615 | 61.857262 | 396.189615 | 3.72009 | 24.049386 | -1.571165 | -1.616628 | 7.083606 | null | 0.002509 | -0.000537 | 0.026738 | 0.093851 | null | 0.238735 | null | 2.446835 | 1.009529 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.799377 | 0.374528 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-15T00:00:00 |
우리은행 | 10,650 | 10,700 | 10,350 | 10,400 | 2,148,671 | -0.023474 | -2.347418 | -2.803738 | -2.803738 | 12.920738 | 10.520723 | 11.111111 | null | null | null | 0.026315 | 0.026947 | 0.427772 | 14.580361 | -0.183198 | null | null | 47.631868 | 55.604438 | 59.256062 | 392.890357 | 3.777792 | 22.342594 | -3.345725 | -3.792784 | 4.387975 | null | 0.0021 | -0.001609 | 0.026947 | 0.077942 | null | 0.196875 | null | 2.421652 | 0.628136 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.639767 | 0.365736 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-18T00:00:00 |
우리은행 | 10,350 | 10,550 | 10,300 | 10,450 | 1,421,588 | 0.004808 | 0.480769 | -4.56621 | -0.47619 | 12.365591 | 12.244898 | 9.884332 | null | null | null | 0.026011 | 0.026888 | 0.426829 | 14.167286 | -0.599195 | null | null | 48.569345 | 55.41943 | 57.54026 | 382.683903 | 3.662047 | 20.886357 | -1.969981 | -3.307888 | 4.725159 | null | 0.001913 | -0.001609 | 0.026888 | 0.07116 | null | 0.179349 | null | 2.456901 | 0.67726 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.671689 | 0.367495 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-19T00:00:00 |
우리은행 | 10,500 | 10,600 | 10,450 | 10,500 | 1,395,837 | 0.004785 | 0.478469 | -4.977376 | -3.225806 | 14.87965 | 12.903226 | 9.947644 | null | null | null | 0.024847 | 0.026889 | 0.426844 | 14.149006 | -0.617396 | null | null | 49.542109 | 55.231701 | 58.811453 | 366.063624 | 3.48632 | 19.416341 | -0.473934 | -2.687674 | 5.059534 | null | 0.001923 | -0.001609 | 0.026889 | 0.071517 | null | 0.180253 | null | 2.455541 | 0.725407 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.703611 | 0.369253 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-20T00:00:00 |
우리은행 | 10,450 | 10,500 | 10,250 | 10,300 | 1,980,441 | -0.019048 | -1.904762 | -4.186047 | -3.738318 | 11.956522 | 11.592633 | 7.853403 | null | null | null | 0.025012 | 0.027024 | 0.42899 | 14.498831 | -0.279501 | null | null | 45.809714 | 54.981766 | 56.27781 | 357.773365 | 3.473528 | 18.632452 | -1.529637 | -4.363974 | 2.929665 | null | 0.001606 | -0.002661 | 0.027024 | 0.059411 | null | 0.149811 | null | 2.447145 | 0.421398 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.575923 | 0.36222 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-21T00:00:00 |
우리은행 | 10,300 | 10,650 | 10,300 | 10,650 | 1,846,266 | 0.033981 | 3.398058 | 0 | 2.403846 | 14.14791 | 16.520788 | 10.82206 | null | null | null | 0.025405 | 0.02734 | 0.434006 | 14.428676 | -0.354524 | null | null | 52.547198 | 54.813608 | 58.121212 | 357.218125 | 3.354161 | 17.394831 | 1.816444 | -1.228843 | 6.243245 | null | 0.002067 | -0.002661 | 0.02734 | 0.07561 | null | 0.192886 | null | 2.339894 | 0.895846 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.799377 | 0.374528 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-22T00:00:00 |
우리은행 | 10,600 | 10,700 | 10,450 | 10,600 | 1,344,567 | -0.004695 | -0.469484 | 1.923077 | -3.636364 | 13.856069 | 12.169312 | 10.301769 | null | null | null | 0.021701 | 0.027353 | 0.434208 | 14.111583 | -0.666327 | null | null | 51.560955 | 54.629013 | 59.46784 | 349.559687 | 3.297733 | 16.226067 | 0.952381 | -1.509872 | 5.570679 | null | 0.001989 | -0.003904 | 0.027353 | 0.072714 | null | 0.186329 | null | 2.345249 | 0.798664 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.767455 | 0.37277 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-26T00:00:00 |
우리은행 | 10,550 | 10,600 | 10,350 | 10,400 | 2,018,244 | -0.018868 | -1.886792 | -0.478469 | -7.142857 | 10.992529 | 9.820486 | 9.704641 | null | null | null | 0.021502 | 0.027412 | 0.43516 | 14.517739 | -0.264349 | null | null | 47.704088 | 54.489802 | 56.564696 | 342.448281 | 3.292772 | 15.335057 | -0.85796 | -3.007694 | 3.420843 | null | 0.0019 | -0.003904 | 0.027412 | 0.069308 | null | 0.176869 | null | 2.335424 | 0.492893 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.639767 | 0.365736 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-27T00:00:00 |
우리은행 | 10,500 | 10,550 | 10,350 | 10,400 | 1,540,113 | 0 | 0 | -0.952381 | -7.142857 | 9.820486 | 7.216495 | 11.827957 | null | null | null | 0.021502 | 0.027277 | 0.433002 | 14.247367 | -0.531834 | null | null | 47.704088 | 54.477119 | 54.386254 | 332.273404 | 3.194937 | 14.50769 | -0.668577 | -2.644512 | 3.232637 | null | 0.002216 | -0.002661 | 0.027277 | 0.081255 | null | 0.20715 | null | 2.34238 | 0.470516 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.639767 | 0.365736 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-28T00:00:00 |
우리은행 | 10,400 | 10,550 | 10,300 | 10,500 | 2,860,645 | 0.009615 | 0.961538 | 1.941748 | -1.869159 | -2.777778 | 3.960396 | 10.526316 | null | null | null | 0.01935 | 0.027177 | 0.431422 | 14.866558 | 0.080166 | null | null | 49.878189 | 54.380893 | 57.653678 | 326.396732 | 3.10854 | 13.92315 | -0.095147 | -1.616304 | 4.053117 | null | 0.002018 | -0.002661 | 0.027177 | 0.074261 | null | 0.188628 | null | 2.384917 | 0.59265 | 28,435.78 | 500 | 1,566.32 | 5.67 | 2,203,370,000 | 297,296,000 | 6.703611 | 0.369253 | 0.055083 | 31.921957 | null | null | null | null | 2015-05-29T00:00:00 |
End of preview. Expand in Data Studio
📊 Korean Stock Market Data (Merged)
이 저장소는 개별 종목별로 수집된 Parquet 파일들을 하나로 병합한 데이터셋입니다. 데이터 구조(Schema)와 인덱스 처리 방식에 따라 두 가지 버전의 파일을 제공합니다.
📂 파일 목록 및 특징 (File Overview)
| 파일명 (Filename) | 처리 방식 (Processing) | 주요 변경 사항 (Key Changes) |
|---|---|---|
merged_stock_data.parquet |
구조 평탄화 및 정렬 | • 인덱스 해제 (Date 컬럼 생성)• 컬럼명 변경 ( 종목명 → Name)• 표준 컬럼 순서로 정렬 |
merged_original_index.parquet |
원본 구조 유지 | • 원본 파일의 인덱스(Index/MultiIndex) 유지 • 원본 컬럼명 그대로 유지 • 단순 병합 (Concatenation) |
🛠 상세 처리 내역 (Processing Details)
1. merged_stock_data.parquet
데이터 구조를 일관되게 맞추고 정렬한 파일입니다. 아래의 전처리 과정이 적용되었습니다.
- Index Handling: 인덱스를 해제(Reset Index)하여
Date를 일반 컬럼으로 변환했습니다. - Column Renaming:
종목명컬럼을Name으로 변경하고,종목코드를Ticker로 통일했습니다. - Missing Ticker: 데이터 내에
Ticker정보가 없을 경우 파일명에서 추출하여 추가했습니다. - Column Sorting: 식별자(
Date,Ticker,Name) → 시세(OHLCV) → 보조지표 순으로 컬럼 순서를 재배치했습니다.
2. merged_original_index.parquet
원본 Parquet 파일들을 물리적으로 병합하기만 한 파일입니다.
- Index Preservation: 개별 파일이 가지고 있던 인덱스 속성(Date Index 등)을 그대로 유지했습니다.
- No Renaming: 원본 데이터의 컬럼명(
종목명등)을 변경하지 않았습니다. - No Reordering: 컬럼 순서를 인위적으로 변경하지 않았습니다.
💻 사용 예시 (Usage)
Python (Pandas)
import pandas as pd
# 1. 구조 변경된 파일 로드 (Flat Structure)
df_flat = pd.read_parquet("hf://datasets/yumin99/stock-clustering-data/merged_stock_data.parquet")
# 2. 원본 인덱스 유지 파일 로드 (Original Structure)
df_origin = pd.read_parquet("hf://datasets/yumin99/stock-clustering-data/merged_original_index.parquet")
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