自定义函数dt
代码 公司名称 AVSG FSTS N P1 P2 P3 P4600029 南方航空 0.029356 22.23 2 88.42 11.58600066 宇通客车 0.409693 0.05 2 86.19 13.7600070 浙江富润 0.16843 25.88 2 74.79 18.42600071 凤凰光学 0.264497 41.51 3 47.08 33.99 18.87600073 上海梅林 0.086716 23.09 3 19.8 63.1 17.1600075 新疆天业 0.107839 8.95 3 42.13 13.59 38.64600078 澄星股份 0.250299 54.61 3 37.74 56.38 5.87600079 人福科技 0.511076 0.26 3 17.59 54.49 23.22600085 同 仁 堂 0.299389 17.58 2 9.68 13.94600089 特变电工 0.326113 3.59 2 37.12 56.85600093 禾嘉股份 0.212243 2.5 4 27 22.5 19 30.9600094 华源股份 0.388095 14.21 5 20.57 24.83 7.53 8.45600096 云 天 化 0.219985 20.52 2 73.1 26.9600100 清华同方 0.275837 3.32 2 79 18.25600107 美 尔 雅 -0.03749 51.05 4 82.37 5.82 7 6.96600129 太极集团 0.391209 12.42 2 35.21 64.67600135 乐凯胶片 -0.09278 23.01 2 70.31 29.67600141 兴发集团 0.361233 75.41 2 82.28 11.77600145 四维瓷业 0.210031 54.47 3 72.34 16.02 11.64600171 上海贝岭 -0.01511 21.04 3 25.85 25.28 48.88600177 雅 戈 尔 0.250246 57.13 2 56.68 43.32600180 九发股份 0.340568 49.95 3 59.65 29.82 9.57600181 云大科技 0.254434 0.06 5 18.3 27.65 5.95 34.15600186 莲花味精 -0.03332 15.69 3 68.92 21.3 31.26600192 长城电工 0.09264 8.98 6 40.62 23.33 6.32 9.55600206 有研硅股 0.217367 43.71 3 78.14 13.2 8.66600212 江泉实业 -0.04639 16.15 4 29.06 15.9 40.17 10.24600218 全柴动力 0.249233 2.9 3 75.66 5.73 18.61600220 江苏阳光 0.432855 48.09 3 60.24 18.57 18.88600226 升华拜克 0.47485 64.81 6 55.49 20.06 5.91 5.45600232 金鹰股份 0.23804 11.66 5 13.32 6.93 34.58 31.95600235 民丰特纸 0.150063 7.5 4 55.04 18.23 11.63 9.66600248 秦丰农业 0.242314 8.3 4 12.1 12.1 8.3 45.87600250 南纺股份 0.433281 71.63 5 42.8 25.86 8.7 8.01600261 浙江阳光 0.294877 67.3 5 68.23 10.98 9.11 6.53600262 北方股份 0.082642 2.96 2 77.81 22.19600267 海正药业 0.490005 20.7 6 9.95 21.84 47.53 7.88600272 开开实业 0.582771 60.67 3 14.9 25.29 60.39600276 恒瑞医药 0.296611 0.012 4 39.27 25 14.95 12.5600278 东方创业 0.077482 68.98 4 31.02 30.53 16.11 17.43600295 鄂尔多斯 0.187338 50.04 4 8.91 7.16 57.68 26.25600298 安琪酵母 0.290692 14.92 3 80 9.23 10.77600309 烟台万华 0.574654 8.86 2 43.96 46.46600319 亚星化学 0.105106 10.7 3 63.8 22.9 10.1600329 中新药业 0.393625 8.64 2 59.11 40.05600337 美克股份 0.366052 97.39 4 17.04 23.71 18.88 36.12600346 冰山橡塑 0.067097 15.26 3 78.55 9.93 11.52600366 宁波韵升 0.656788 84.05 4 22.1 7.58 10.07 58.14600367 红星发展 0.399335 42.91 2 90.64 9.34600381 白 唇 鹿 0.651034 55.34 4 20.13 13.63 55.34 7.7600382 广东明珠 0.221636 5.06 4 28.12 7.14 37.34 21.01600389 江山股份 0.36026 23.94 3 41.51 22.01 33.84600400 红豆股份 0.355555 20.3 6 12.69 19.48 20.07 5.43600422 昆明制药 0.102234 5.73 3 51.11 32.59 16.3600448 华纺股份 0.074719 46.32 2 79.96 12.09600500 中化国际 0.248792 24.09 5 13.03 23.66 21.95 34.19600501 航天晨光 0.275385 5.98 3 63.76 23.07 13.16600519 贵州茅台 0.298338 5.17 2 80.58 16.06600523 贵航股份 0.07603 3.74 2 53.37 34.91600589 广东榕泰 0.180083 23.33 3 74.28 19.29 6.21600596 新安股份 0.221485 52.09 3 59.51 24.1 12.22600612 第一铅笔 0.285253 3.57 2 88.5 9.36600624 复旦复华 0.08632 32.96 2 29.06 66.62600626 申达股份 0.211485 51.11 5 7.63 8.52 64.82 7.796600627 上电股份 -0.20271 25.95 2 62.3 37.72600630 龙头股份 0.203945 1 4 40 31 10 7600651 飞乐音响 0.567679 12.6 4 17.69 39.11 33.18 10.03600654 飞乐股份 0.220756 10.07 4 20.02 37.15 8.67 34.16600656 华源制药 0.712713 54.56 2 29.94 70.06600660 福耀玻璃 0.328258 31.81 2 91.37 8.63600671 天目药业 0.290712 10.23 4 40.11 21.58 6.7 10.84600674 川投控股 0.072887 35.23 6 8.82 25.97 31.09 10.08600680 上海邮通 0.545385 45.1 3 18.38 49.66 19.02600683 银泰股份 0.205587 51.43 2 45.9 52.04600685 广船国际 0.091196 58.29 2 74.56 18.11600690 青岛海尔 0.463713 14.4 4 28.5 51.3 6.79 8.92600724 宁波富达 0.353268 27.1 5 21.73 26.51 31.01 10.22600737 新疆屯河 0.780422 33.99 3 48.88 33.81 16.53600739 辽宁成大 0.323215 51 2 63.72 34600740 山西焦化 0.652843 6.97 2 85.24 14.76600761 安徽合力 0.290208 16.2 3 65.5 9.96 20.86600783 四砂股份 0.223724 19.7 4 23.92 26.08 22.86 6.08600789 鲁抗医药 0.128241 17.13 4 17.59 14.18 57.79 9.5600790 轻 纺 城 0.132741 26.34 5 53 5.37 15.19 17.08600827 友谊股份 0.72699 0.4 2 86 10.28600831 广电网络 7.242856 1.9 3 8.13 85.57 6.01600866 星湖科技 0.162931 11.14 2 52.15 43.7600877 中国嘉陵 0.047659 9.79 2 77.76 22.2600889 南京化纤 0.355531 13.87 3 44.51 37.76 12.5702年代码 公司名称 AVSG FSTS N P1 P2 P3 P4600071 凤凰光学 0.116783 19.29 2 74.37 25.63600075 新疆天业 0.325309 7.2 4 32.59 21.68 25.5 9.6600078 澄星股份 0.204979 49.2 3 29.31 60.79 9.9600085 同 仁 堂 0.345199 5.74 2 11.86 88.14600089 特变电工 0.410477 6.35 3 44.91 48.05 5.31600094 华源股份 0.331107 12.71 5 22.85 23.53 10.45 15.11600100 清华同方 0.528095 3.24 2 81.5 18.54600107 美 尔 雅 -0.21019 43.36 3 87.4 6.32 5.93600111 稀土高科 0.119334 13.57 2 55.85 20.04600115 东方航空 0.079168 51.68 2 77.87 18.8600128 弘业股份 0.108087 77.68 4 14.74 7.58 6.09 5.41600129 太极集团 0.329967 3.32 2 38.99 60.82600141 兴发集团 0.333799 76.16 3 72.73 5.6 11.71600145 四维瓷业 0.228793 44.15 3 69.45 16.41 14.14600149 华夏建通 -0.02747 4.68 2 60.33 39.67600150 沪东重机 0.16955 2.2 3 50 44.73 5.27600171 上海贝岭 0.30365 30.4 3 31.83 36.16 31.9600177 雅 戈 尔 0.346691 5.05 2 57.61 42.39600181 云大科技 0.61661 7.54 4 10.8 37.6 25.68 25.79600186 莲花味精 -0.00557 3.51 2 84.21 20.1600192 长城电工 0.025985 7.43 5 41.94 24.58 7.8 8.36600199 金牛实业 -0.15841 0.29 4 73.72 8.43 9.65 5.19600201 金宇集团 0.217656 13.78 2 50.2 40.27600206 有研硅股 0.033309 39.43 3 70.91 9.63 19.46600207 安彩高科 0.373205 43.57 4 37.59 24.34 17.78 13.86600212 江泉实业 0.0879 21.3 4 49.6 18.1 14.6 17.4600218 全柴动力 0.073847 3.76 3 76.16 7.63 16.21600220 江苏阳光 0.234309 21.94 2 74.42 19.97600226 升华拜克 0.5407 59.11 2 64.73 29.29600232 金鹰股份 0.158169 10.62 5 13.97 24.84 43.44 9.01600235 民丰特纸 0.118201 7.88 4 56.22 20.03 7.58 9.89600250 南纺股份 0.29174 92.79 6 42.32 10.77 29.06 6.44600261 浙江阳光 0.46796 65.44 3 73.94 12.53 8.84600262 北方股份 0.010309 24.22 2 75.21 24.78600272 开开实业 0.642364 54.44 3 13.12 32 54.36600276 恒瑞医药 0.223838 4.21 5 36.64 26.3 10.29 9.56600278 东方创业 0.159134 73.34 4 26.66 30.06 19.96 23.22600286 国光瓷业 0.398608 17.72 6 5.42 15.85 31.37 20.43600298 安琪酵母 0.242424 11.33 3 79.46 11.9 8.64600309 烟台万华 0.613011 6.05 2 44.12 46.37600319 亚星化学 0.111521 10.5 3 70.2 18.7 10600329 中新药业 0.684497 2.88 2 54.85 38.65600332 广州药业 0.195331 1.65 2 70.6 29.33600346 冰山橡塑 0.015711 3.1 3 70.9 16.5 11.6600366 宁波韵升 0.47849 64.61 4 34.88 13.03 16.07 32.95600381 白 唇 鹿 0.538416 54.69 3 28 17.31 54.69600382 广东明珠 0.110533 3.56 4 25.76 9.75 50.73 8.33600389 江山股份 0.157267 25.83 3 63.18 27.12 6.79600400 红豆股份 0.291751 18.15 5 16.04 28.36 23.75 9.67600422 昆明制药 0.036118 4.48 3 31.89 42.5 25.61600500 中化国际 0.330608 16.81 5 19.96 17.33 19.07 32.5600501 航天晨光 0.254737 0.72 3 60.3 24.39 15.3600508 上海能源 0.157301 3.63 3 54.5 26.79 5.76600519 贵州茅台 0.278989 5.97 2 78.17 18.58600558 大 西 洋 0.108401 21.79 2 77.23 21.27600589 广东榕泰 0.18492 38.45 3 56.14 37.08 6.78600596 新安股份 0.170931 57.91 3 61.74 21.16 11.97600612 第一铅笔 0.049275 4.78 2 16.57 78.92600624 复旦复华 0.070239 6.78 4 7.03 18.19 68.24 6.82600626 申达股份 0.170538 45.87 5 8.94 12.33 59.66 5.61600627 上电股份 0.163293 8.9 3 7.28 66.28 12.15600636 三 爱 富 0.277483 20.85 3 32.27 48.55 17.67600654 飞乐股份 0.07276 8.97 3 77.59 10.36 5.4600656 华源制药 0.522121 37.24 3 20.93 65.97 13.1600660 福耀玻璃 0.227126 39.4 2 94.65 5.35600671 天目药业 0.104282 5.42 4 56.85 25.57 12.39 5.2600674 川投控股 0.350343 53.54 6 13.16 20.55 28.45 13.98600679 凤凰股份 0.265259 67.59 2 83.45 14.17600683 银泰股份 0.039064 41.89 2 53.22 43.28600685 广船国际 0.023531 65.03 2 69.38 22.2600690 青岛海尔 0.531458 12.28 3 37.04 46.45 8.51600724 宁波富达 0.319919 32.8 5 23.02 10.29 11.56 33.6600730 中国高科 0.857492 1.41 2 89.8 4.64600732 上海新梅 0.097825 8.65 4 50.64 24.79 12.71 5.27600737 新疆屯河 0.893081 33.38 4 41.6 13.553 35.81 9.04600739 辽宁成大 0.204268 44 2 73.09 26.91600740 山西焦化 0.554566 27.03 2 79.79 20.2600761 安徽合力 0.268288 14.15 3 72.79 9.23 14.19600783 四砂股份 -0.2205 15.46 4 38.5 11.5 36.9 11.5600789 鲁抗医药 0.210238 20.97 4 14.29 15.29 57.28 12.44600790 轻 纺 城 0.204626 28.67 5 50.46 5.01 11.06 18.48600796 钱江生化 -0.00587 11.34 3 46.56 35.58 16.04600822 物贸中心 0.691382 1.5 3 46.65 47.27 5600866 星湖科技 0.194315 8.53 2 64.92 34.59600889 南京化纤 -0.14545 30.88 2 73.27 23.33600895 张江高科 0.737743 7.98 3 13.08 14.83 71.63年代码 公司名称 AVSG FSTS N P1 P2 P3 P4600075 新疆天业 1.176995 4.06 3 71.85 21.51 5600100 清华同方 0.856181 3.35 3 43.8 35.79 20.37600107 美 尔 雅 0.203389 38.93 2 87.38 12.62600115 东方航空 0.142879 51.74 2 78.89 17.21600120 浙江东方 0.208521 69.07 4 20.7 17.79 15.51 15.08600128 弘业股份 0.090679 75.84 2 5.76 6.64600145 四维瓷业 0.354695 13.54 3 56.4 16.24 27.36600177 雅 戈 尔 0.307449 32.78 2 44.01 55.99600192 长城电工 0.039111 1.67 5 23.37 43.3 8.74 65.56600220 江苏阳光 0.173827 23.49 3 69.62 10.93 16.33600232 金鹰股份 0.190271 10.29 4 14.91 13.81 55.75 14.86600250 南纺股份 0.246512 91.97 5 43.65 16.75 27.99 5.84600261 浙江阳光 0.626894 77.13 2 83.26 6.33600263 路桥建设 0.038245 3.66 5 11.51 18.83 28.74 5.02600267 海正药业 0.27357 8.66 6 23.99 40.89 23.19 14600272 开开实业 0.491189 27.72 3 21.56 47.41 30.28600298 安琪酵母 0.200871 12.28 3 82.4 10.65 6.5600309 烟台万华 0.486672 1.95 2 47.95 41.55600329 中新药业 0.762162 2.46 3 52.74 35.85 61.41600332 广州药业 0.166662 1.13 2 30.65 69.35600381 白 唇 鹿 0.069993 10 4 21.39 22.06 39.84 10600448 华纺股份 0.087122 42.02 3 72.6 15.03 9.2600508 上海能源 0.127282 6.96 3 56.91 27.06 10.42600558 大 西 洋 0.107341 3.55 2 83.56 15.66600589 广东榕泰 0.128581 13.56 3 68.8 25.1 6.1600596 新安股份 0.154725 56.76 3 68.18 19.27 7.39600624 复旦复华 0.126244 11.91 2 18.41 75.48600626 申达股份 0.277048 33.81 4 12.01 7.5 69.93 9.82600627 上电股份 0.207584 33.81 3 29.38 45.57 9.8600677 航天通信 0.009232 35.2 2 54.19 46.24600683 银泰股份 0.080357 38.17 2 59.9 38.17600730 中国高科 -0.04376 1.16 2 77.74 18.68600737 新疆屯河 0.124145 34.28 3 48.48 9.82 38.47600796 钱江生化 0.08331 11.65 2 51.25 31.92600812 华北制药 0.353777 5.96 7 38.65 9.39 23.36 15.29P5 P6 P7 P8 DT LNA ROA ROE ATR0.358472 24.39633 0.000368 0.001254 0.4343220.400417 21.57124 0.054929 0.116284 1.3934820.528872 20.22956 0.039941 0.062709 0.5379661.036127 20.55934 0.033492 0.060416 0.6260260.913204 21.15831 0.001497 0.002887 0.4348271.002831 21.93872 0.017561 0.05213 0.5515420.857279 21.14966 0.070568 0.116614 0.6809640.975572 21.24577 0.018196 0.060168 0.3391070.500713 21.73352 0.087218 0.146442 0.7898180.688927 22.31326 0.022065 0.107238 0.4740031.367575 20.77619 0.008389 0.021091 0.21379126.72 1.427378 22.44882 0.010742 0.038516 0.6826790.582262 21.93921 0.059305 0.142349 0.4050810.496654 22.74213 0.015052 0.039166 0.8889740.6969 20.49542 0.010141 0.018735 0.1952060.649415 22.0955 0.014503 0.064083 0.8141060.608172 20.84063 0.07116 0.076458 0.5017920.412313 21.107 0.013768 0.044601 0.4671250.777955 20.57048 0.035715 0.062924 0.3834261.047238 21.44445 0.029996 0.035417 0.3680.684196 22.72906 0.053846 0.15711 0.3637070.89358 21.25342 0.044535 0.083879 0.49041612.51 1.46108 21.42619 -0.12989 -0.39245 0.207660.949434 22.26078 -0.03124 -0.07498 0.25221414.78 5.44 1.545277 21.49838 0.007726 0.015836 0.4117240.671903 20.80956 0.001348 0.002257 0.1804291.25123 21.25819 0.012786 0.016753 0.3803930.6878 20.97743 0.008656 0.012796 0.6190930.932708 21.97726 0.029128 0.061412 0.416285.46 6.96 1.319052 20.83139 0.044968 0.060602 0.5418578.86 1.399987 20.80096 0.12115 0.211766 0.9766451.114943 21.40878 0.029461 0.068764 0.2376871.075167 20.82367 0.005684 0.011708 0.4208597.51 1.322045 22.17091 0.015795 0.091377 1.6536455.15 1.052596 20.65848 0.054351 0.084172 0.5475790.529302 20.77693 0.014323 0.0256 0.2794622.05 9.25 1.669202 21.3512 0.091878 0.176446 0.8277320.93592 21.45535 0.014798 0.035403 1.0482781.257683 21.0953 0.065155 0.106602 0.7240381.32395 21.56606 0.031361 0.068095 1.4826831.072713 22.36886 0.033802 0.056293 0.562720.638438 20.47347 0.053251 0.066983 0.5070960.717455 21.08712 0.161431 0.240913 0.9338610.855838 21.09463 0.03635 0.049842 0.4649630.677257 22.05751 0.02277 0.054206 0.5436351.325353 20.77025 0.037639 0.057018 0.5494350.667948 20.14958 0.008215 0.01449 0.4478061.075629 21.14711 0.033349 0.081678 0.8632610.310515 20.83001 0.098026 0.145961 0.6211731.119164 20.89004 0.023325 0.075179 0.375121.240843 20.85141 0.032274 0.068273 0.5390761.064796 20.9239 0.03583 0.085119 1.01315212.46 26.13 1.671303 21.11371 0.052682 0.110076 0.63141.004116 20.6685 0.074356 0.117292 0.7027920.434262 20.99027 0.001739 0.003297 0.9824657.77 1.504878 21.90951 0.079985 0.143401 3.3532090.892185 20.78002 0.007796 0.017848 0.7038810.4677 22.32394 0.118383 0.170609 0.4844310.702513 20.77716 0.004184 0.007683 0.4443930.710865 20.53805 0.06386 0.085656 0.4522180.908681 20.85089 0.030908 0.064667 0.8964350.329831 21.09077 0.004502 0.014388 1.2925030.629713 20.78431 0.010223 0.024558 0.2595558.95 1.102113 21.83315 0.044272 0.095029 1.6351630.662571 21.27154 0.048296 0.084962 0.4694211.14599 22.23127 0.00379 0.010343 0.7275291.270281 21.15591 0.031443 0.067374 0.6110761.268796 21.49274 0.010005 0.017952 0.4194970.610355 21.13176 0.031407 0.221441 0.80880.293893 21.97794 0.09153 0.206353 0.4943361.119293 19.66344 -0.03366 -0.05481 0.5674247.16 16.89 1.647979 20.83548 0.042202 0.071129 0.6543840.974616 21.5111 0.023433 0.079382 0.9100120.697329 20.75414 0.018144 0.063547 1.0900450.528329 21.64491 0.017129 0.063631 1.1301171.098385 22.72105 0.050043 0.068464 1.5853577.25 1.470099 21.24537 0.042001 0.114718 0.6712881.014063 22.0596 0.031343 0.106819 0.5712910.653963 21.58113 0.014861 0.031302 1.1923460.418523 21.506 0.043525 0.115451 0.6604510.833827 20.77246 0.090657 0.11929 0.9726331.200294 20.33119 0.005339 0.013753 0.3693911.123182 21.71523 0.02007 0.033513 0.3612768.14 1.285814 21.90097 0.001636 0.005431 0.4310580.363575 22.55544 0.014424 0.067927 1.8553350.506366 19.56443 0.060683 0.118083 0.6916710.701279 20.88146 0.061009 0.079178 0.4659550.529727 22.0656 0.001466 0.004769 0.7800170.988725 20.64536 0.070636 0.115062 0.742515P5 P6 P7 P8 DT LNA ROA ROE ATR0.569151 20.32784 0.029229 0.044386 0.5055541.27025 21.75718 0.015853 0.040201 0.5127730.891234 20.93874 0.044364 0.079846 0.6215580.364126 21.6231 0.10161 0.179222 0.809960.86756 21.7196 0.032356 0.098085 0.65049323.09 1.537788 22.22287 0.009778 0.029705 0.5144080.479166 22.56005 0.029252 0.066456 0.8666970.459761 20.57021 -0.41369 -0.83407 0.1754080.647458 21.06097 0.046507 0.061203 0.2161790.508983 24.17091 0.003954 0.019774 0.4260980.805986 20.64356 0.0174 0.028791 1.7896940.669662 21.88504 0.017118 0.064492 0.7319820.644146 20.67638 0.018648 0.043938 0.4842580.826365 20.42517 0.053214 0.087029 0.3959830.671651 20.60995 0.03269 0.053817 0.0456280.861541 20.84668 0.008037 0.018904 0.7657081.096681 21.19309 0.065694 0.078155 0.4769550.68152 22.39562 0.074911 0.185425 0.4641041.306768 21.59019 0.013041 0.033316 0.2539610.467215 22.25114 0.004193 0.009271 0.26465915 1.400366 21.35864 0.008857 0.016 0.4020980.812455 21.20091 0.011231 0.018414 0.2554230.712237 20.51651 0.049391 0.076767 0.3605890.787652 20.69713 -0.03465 -0.05176 0.1240311.292703 21.89184 0.030184 0.044945 0.5521881.24236 21.24928 0.023973 0.031042 0.360360.698683 20.9408 0.00856 0.012358 0.4474750.541575 21.71425 0.050077 0.096033 0.3435460.641199 20.71356 0.050905 0.065037 0.3907318.44 1.408623 20.56065 0.076191 0.135767 0.8401371.070197 21.11816 0.031717 0.084703 0.2614265.47 5.94 1.466331 21.56694 0.020329 0.070434 1.6802350.697939 20.58178 0.052813 0.082569 0.4659720.559977 20.58313 0.033432 0.050549 0.3101770.962437 21.42028 0.025321 0.060552 0.8411813.79 1.450774 20.9093