├── README.md ├── cluster.config.js ├── cluster.js ├── data.json.js ├── data ├── AAPL.csv └── AAPL.json ├── images ├── Logic100.PNG └── Logic1200.PNG ├── package-lock.json ├── package.json ├── public ├── aapl.ejs ├── favicon.ico ├── logic.ejs ├── partials │ └── shared │ │ ├── footer.ejs │ │ ├── head.ejs │ │ ├── nav.ejs │ │ └── scripts.ejs ├── scripts │ ├── 0_logic.js │ ├── 1_stock.js │ ├── 2a_cnn.js │ ├── 2b_cnn.js │ └── vendor │ │ ├── gpu-core.min.js │ │ └── tf.js └── styles │ └── style.css └── server ├── api.js ├── cluster.js ├── express.js ├── http.js └── viewcontroller.js /README.md: -------------------------------------------------------------------------------- 1 | # x_Financial Forecasting using Tensorflow.js 2 | 3 | ## Overview 4 | 5 | This is the code for [this](https://www.youtube.com/watch?v=5Uw1iSwvHH8) video on Youtube by Siraj Raval about Financial Forecasting using Tensorflow.js . 6 | 7 | Logic training with `100` epochs: 8 | 9 | ![100](https://github.com/Thoughtscript/x_team_tensorflow_js/blob/master/images/Logic100.PNG) 10 | 11 | Logic training with `1200` epochs: 12 | 13 | ![1200](https://github.com/Thoughtscript/x_team_tensorflow_js/blob/master/images/Logic1200.PNG) 14 | 15 | ## Installation and Set Up 16 | 17 | Setup instructions: 18 | ```bash 19 | $ npm install 20 | $ npm run start 21 | ``` 22 | 23 | Views: 24 | ``` 25 | http://localhost:7777/logic 26 | http://localhost:7777/aapl 27 | ``` 28 | 29 | 30 | # Credits 31 | 32 | 1. **TensorFlow's** Official **CNN** Article! 33 | 2. **Firdaouss Doukkali's** great introductory **article**! 34 | 3. Special thanks to **Zaid Alyafeai** for several crystal-clear code samples! 35 | 4. [X-team](https://github.com/Thoughtscript/x_team_tensorflow_js). I've merely created a wrapper to get people started 36 | -------------------------------------------------------------------------------- /cluster.config.js: -------------------------------------------------------------------------------- 1 | module.exports = { 2 | port: 6666, 3 | expressPort: 5555, 4 | workers: 8, 5 | public: "public" 6 | } -------------------------------------------------------------------------------- /cluster.js: -------------------------------------------------------------------------------- 1 | 'use strict'; 2 | 3 | const cluster = require('./server/cluster') 4 | 5 | cluster.createHttpCluster() -------------------------------------------------------------------------------- /data.json.js: -------------------------------------------------------------------------------- 1 | 'use strict'; 2 | 3 | module.exports = [ 4 | { 5 | id: 1, 6 | name: "J Everyperson", 7 | email: "abcd@email.com", 8 | telegram_id: "@coolperson" 9 | }, 10 | { 11 | id: 2, 12 | name: "Larry Dude", 13 | email: "1234@email.com", 14 | telegram_id: "@dudeperson" 15 | }, 16 | { 17 | id: 3, 18 | name: "Ms. Ladyface", 19 | email: "efgh@email.com", 20 | telegram_id: "@ladyface" 21 | }, 22 | { 23 | id: 4, 24 | name: "J Nobody", 25 | email: "Nobody@email.com", 26 | telegram_id: "@Nobody" 27 | }, 28 | { 29 | id: 5, 30 | name: "Frankenstein", 31 | email: "monster@bash.com", 32 | telegram_id: "@monster" 33 | }, 34 | { 35 | id: 6, 36 | name: "Rockstar", 37 | email: "prima@donna.com", 38 | telegram_id: "@toocool" 39 | }, 40 | { 41 | id: 7, 42 | name: "beep boop", 43 | email: "imma@robot.com", 44 | telegram_id: "@robutnik" 45 | }, 46 | { 47 | id: 8, 48 | name: "Crazy Cat", 49 | email: "whiskers@chesire.com", 50 | telegram_id: "@meow" 51 | }, 52 | { 53 | id: 9, 54 | name: "The Red Devils", 55 | email: "market@garden.com", 56 | telegram_id: "@marketgarden" 57 | }, 58 | { 59 | id: 10, 60 | name: "Jar Jar Binks", 61 | email: "worst@character.ever", 62 | telegram_id: "@whatamievensaying" 63 | } 64 | ] -------------------------------------------------------------------------------- /data/AAPL.csv: -------------------------------------------------------------------------------- 1 | Date,Open,High,Low,Close,Adj Close,Volume 2 | 1980-12-08,0.513393,0.515625,0.513393,0.513393,0.023268,117258400 3 | 1980-12-15,0.488839,0.506696,0.450893,0.504464,0.022863,122533600 4 | 1980-12-22,0.529018,0.636161,0.529018,0.633929,0.028731,46972800 5 | 1980-12-29,0.642857,0.645089,0.609375,0.616071,0.027921,54863200 6 | 1981-01-05,0.604911,0.604911,0.540179,0.569196,0.025797,49476000 7 | 1981-01-12,0.569196,0.569196,0.544643,0.553571,0.025089,22125600 8 | 1981-01-19,0.587054,0.591518,0.569196,0.584821,0.026505,33583200 9 | 1981-01-26,0.578125,0.578125,0.504464,0.504464,0.022863,41647200 10 | 1981-02-02,0.477679,0.515625,0.475446,0.513393,0.023268,23144800 11 | 1981-02-09,0.491071,0.491071,0.455357,0.455357,0.020637,18664800 12 | 1981-02-16,0.466518,0.491071,0.433036,0.433036,0.019626,19549600 13 | 1981-02-23,0.439732,0.477679,0.424107,0.473214,0.021447,19045600 14 | 1981-03-02,0.475446,0.477679,0.457589,0.457589,0.020739,14655200 15 | 1981-03-09,0.424107,0.424107,0.386161,0.397321,0.018007,91028000 16 | 1981-03-16,0.412946,0.464286,0.412946,0.459821,0.020840,42582400 17 | 1981-03-23,0.477679,0.482143,0.441964,0.441964,0.020030,20440000 18 | 1981-03-30,0.441964,0.475446,0.433036,0.473214,0.021447,26964000 19 | 1981-04-06,0.466518,0.500000,0.459821,0.497768,0.022560,25351200 20 | 1981-04-13,0.497768,0.500000,0.446429,0.446429,0.020233,20160000 21 | 1981-04-20,0.459821,0.524554,0.459821,0.517857,0.023470,43988000 22 | 1981-04-27,0.515625,0.515625,0.497768,0.506696,0.022964,28380800 23 | 1981-05-04,0.506696,0.506696,0.488839,0.500000,0.022661,17052000 24 | 1981-05-11,0.491071,0.497768,0.479911,0.491071,0.022256,7733600 25 | 1981-05-18,0.500000,0.564732,0.491071,0.560268,0.025392,26628000 26 | 1981-05-25,0.560268,0.593750,0.558036,0.591518,0.026808,92052800 27 | 1981-06-01,0.591518,0.593750,0.562500,0.564732,0.025594,61219200 28 | 1981-06-08,0.546875,0.589286,0.544643,0.580357,0.026303,75773600 29 | 1981-06-15,0.580357,0.580357,0.540179,0.540179,0.024482,64786400 30 | 1981-06-22,0.522321,0.533482,0.515625,0.520089,0.023571,24236800 31 | 1981-06-29,0.506696,0.506696,0.459821,0.459821,0.020840,61812800 32 | 1981-07-06,0.448661,0.468750,0.397321,0.397321,0.018007,34260800 33 | 1981-07-13,0.406250,0.464286,0.406250,0.462054,0.020941,27882400 34 | 1981-07-20,0.433036,0.433036,0.404018,0.428571,0.019423,35392000 35 | 1981-07-27,0.446429,0.448661,0.424107,0.446429,0.020233,19135200 36 | 1981-08-03,0.446429,0.464286,0.441964,0.450893,0.020435,20333600 37 | 1981-08-10,0.441964,0.441964,0.408482,0.408482,0.018513,37352000 38 | 1981-08-17,0.399554,0.399554,0.359375,0.359375,0.016287,28901600 39 | 1981-08-24,0.339286,0.361607,0.337054,0.359375,0.016287,40331200 40 | 1981-08-31,0.359375,0.390625,0.359375,0.363839,0.016490,37520000 41 | 1981-09-07,0.354911,0.357143,0.350446,0.350446,0.015883,27081600 42 | 1981-09-14,0.341518,0.341518,0.314732,0.316964,0.014365,28061600 43 | 1981-09-21,0.319196,0.321429,0.254464,0.254464,0.011533,44391200 44 | 1981-09-28,0.256696,0.296875,0.256696,0.294643,0.013354,85646400 45 | 1981-10-05,0.303571,0.337054,0.301339,0.332589,0.015073,48977600 46 | 1981-10-12,0.343750,0.348214,0.323661,0.325893,0.014770,42106400 47 | 1981-10-19,0.332589,0.352679,0.332589,0.339286,0.015377,48350400 48 | 1981-10-26,0.339286,0.359375,0.339286,0.357143,0.016186,60065600 49 | 1981-11-02,0.357143,0.359375,0.319196,0.321429,0.014568,34266400 50 | 1981-11-09,0.325893,0.350446,0.323661,0.323661,0.014669,31376800 51 | 1981-11-16,0.321429,0.341518,0.319196,0.339286,0.015377,41305600 52 | 1981-11-23,0.328125,0.339286,0.321429,0.337054,0.015276,33728800 53 | 1981-11-30,0.334821,0.341518,0.330357,0.339286,0.015377,60625600 54 | 1981-12-07,0.341518,0.343750,0.334821,0.334821,0.015175,64422400 55 | 1981-12-14,0.328125,0.410714,0.323661,0.408482,0.018513,61297600 56 | 1981-12-21,0.392857,0.399554,0.388393,0.390625,0.017704,42011200 57 | 1981-12-28,0.377232,0.397321,0.372768,0.395089,0.017906,36915200 58 | 1982-01-04,0.395089,0.395089,0.339286,0.354911,0.016085,74956000 59 | 1982-01-11,0.334821,0.361607,0.319196,0.357143,0.016186,51856000 60 | 1982-01-18,0.363839,0.372768,0.354911,0.370536,0.016793,41731200 61 | 1982-01-25,0.361607,0.366071,0.345982,0.363839,0.016490,47510400 62 | 1982-02-01,0.363839,0.366071,0.352679,0.352679,0.015984,46653600 63 | 1982-02-08,0.332589,0.337054,0.330357,0.334821,0.015175,43142400 64 | 1982-02-15,0.330357,0.339286,0.328125,0.334821,0.015175,25468800 65 | 1982-02-22,0.332589,0.332589,0.325893,0.325893,0.014770,36836800 66 | 1982-03-01,0.328125,0.330357,0.296875,0.296875,0.013455,44363200 67 | 1982-03-08,0.294643,0.296875,0.272321,0.272321,0.012342,60928000 68 | 1982-03-15,0.272321,0.299107,0.252232,0.296875,0.013455,67788000 69 | 1982-03-22,0.319196,0.321429,0.290179,0.290179,0.013151,77912800 70 | 1982-03-29,0.296875,0.319196,0.296875,0.316964,0.014365,84912800 71 | 1982-04-05,0.316964,0.319196,0.310268,0.312500,0.014163,52830400 72 | 1982-04-12,0.312500,0.314732,0.285714,0.301339,0.013657,127881600 73 | 1982-04-19,0.299107,0.299107,0.274554,0.274554,0.012443,73936800 74 | 1982-04-26,0.281250,0.283482,0.261161,0.263393,0.011937,146764800 75 | 1982-05-03,0.272321,0.292411,0.272321,0.290179,0.013151,92702400 76 | 1982-05-10,0.287946,0.287946,0.261161,0.261161,0.011836,88956000 77 | 1982-05-17,0.258929,0.258929,0.250000,0.254464,0.011533,84996800 78 | 1982-05-24,0.256696,0.258929,0.250000,0.250000,0.011330,44318400 79 | 1982-05-31,0.247768,0.252232,0.234375,0.234375,0.010622,39485600 80 | 1982-06-07,0.234375,0.241071,0.227679,0.238839,0.010825,47863200 81 | 1982-06-14,0.238839,0.241071,0.229911,0.229911,0.010420,38992800 82 | 1982-06-21,0.229911,0.250000,0.229911,0.236607,0.010723,42420000 83 | 1982-06-28,0.236607,0.236607,0.214286,0.214286,0.009712,60608800 84 | 1982-07-05,0.207589,0.207589,0.196429,0.203125,0.009206,102704000 85 | 1982-07-12,0.207589,0.238839,0.207589,0.236607,0.010723,97921600 86 | 1982-07-19,0.238839,0.258929,0.238839,0.252232,0.011432,64674400 87 | 1982-07-26,0.243304,0.243304,0.229911,0.241071,0.010926,60793600 88 | 1982-08-02,0.247768,0.250000,0.218750,0.218750,0.009914,108679200 89 | 1982-08-09,0.220982,0.238839,0.220982,0.234375,0.010622,73707200 90 | 1982-08-16,0.238839,0.265625,0.238839,0.263393,0.011937,78422400 91 | 1982-08-23,0.274554,0.319196,0.274554,0.301339,0.013657,222941600 92 | 1982-08-30,0.305804,0.330357,0.305804,0.328125,0.014871,120881600 93 | 1982-09-06,0.312500,0.325893,0.310268,0.323661,0.014669,68342400 94 | 1982-09-13,0.325893,0.339286,0.316964,0.316964,0.014365,91638400 95 | 1982-09-20,0.319196,0.337054,0.319196,0.323661,0.014669,124297600 96 | 1982-09-27,0.323661,0.334821,0.323661,0.330357,0.014972,77543200 97 | 1982-10-04,0.330357,0.421875,0.321429,0.419643,0.019019,227578400 98 | 1982-10-11,0.419643,0.441964,0.404018,0.410714,0.018614,273700000 99 | 1982-10-18,0.410714,0.477679,0.410714,0.462054,0.020941,212122400 100 | 1982-10-25,0.462054,0.464286,0.415179,0.453125,0.020536,219912000 101 | 1982-11-01,0.453125,0.569196,0.448661,0.537946,0.024380,280229600 102 | 1982-11-08,0.537946,0.607143,0.513393,0.578125,0.026201,189005600 103 | 1982-11-15,0.578125,0.584821,0.533482,0.551339,0.024987,175184800 104 | 1982-11-22,0.551339,0.551339,0.502232,0.517857,0.023470,91369600 105 | 1982-11-29,0.517857,0.602679,0.500000,0.566964,0.025696,157074400 106 | 1982-12-06,0.566964,0.622768,0.515625,0.522321,0.023672,197080800 107 | 1982-12-13,0.517857,0.542411,0.493304,0.537946,0.024380,179530400 108 | 1982-12-20,0.537946,0.571429,0.526786,0.571429,0.025898,84481600 109 | 1982-12-27,0.571429,0.602679,0.529018,0.533482,0.024178,115617600 110 | 1983-01-03,0.533482,0.544643,0.491071,0.491071,0.022256,186984000 111 | 1983-01-10,0.491071,0.589286,0.486607,0.589286,0.026707,180157600 112 | 1983-01-17,0.589286,0.696429,0.580357,0.667411,0.030248,433686400 113 | 1983-01-24,0.667411,0.750000,0.618304,0.732143,0.033182,296928800 114 | 1983-01-31,0.732143,0.810268,0.716518,0.785714,0.035610,283225600 115 | 1983-02-07,0.785714,0.843750,0.727679,0.830357,0.037633,233027200 116 | 1983-02-14,0.830357,0.832589,0.761161,0.810268,0.036722,152247200 117 | 1983-02-21,0.814732,0.868304,0.814732,0.834821,0.037835,133750400 118 | 1983-02-28,0.834821,0.843750,0.772321,0.796875,0.036115,165463200 119 | 1983-03-07,0.796875,0.799107,0.738839,0.756696,0.034295,193256000 120 | 1983-03-14,0.754464,0.776786,0.716518,0.767857,0.034800,122046400 121 | 1983-03-21,0.767857,0.805804,0.754464,0.770089,0.034902,126576800 122 | 1983-03-28,0.767857,0.794643,0.745536,0.754464,0.034193,87813600 123 | 1983-04-04,0.754464,0.754464,0.689732,0.703125,0.031867,189812000 124 | 1983-04-11,0.703125,0.823661,0.691964,0.816964,0.037026,211416800 125 | 1983-04-18,0.821429,0.941964,0.821429,0.910714,0.041275,258753600 126 | 1983-04-25,0.910714,0.917411,0.863839,0.901786,0.040870,174725600 127 | 1983-05-02,0.901786,0.995536,0.850446,0.984375,0.044613,143208800 128 | 1983-05-09,0.984375,0.988839,0.935268,0.948661,0.042995,80931200 129 | 1983-05-16,0.948661,1.017857,0.912946,1.015625,0.046030,149234400 130 | 1983-05-23,1.015625,1.089286,0.995536,1.060268,0.048053,136343200 131 | 1983-05-30,1.058036,1.100446,1.011161,1.095982,0.049671,71898400 132 | 1983-06-06,1.095982,1.129464,1.042411,1.058036,0.047952,94634400 133 | 1983-06-13,1.058036,1.060268,0.950893,1.002232,0.045423,180521600 134 | 1983-06-20,1.002232,1.008929,0.935268,0.950893,0.043096,146910400 135 | 1983-06-27,0.950893,0.950893,0.816964,0.879464,0.039859,262354400 136 | 1983-07-04,0.879464,0.881696,0.821429,0.825893,0.037431,84397600 137 | 1983-07-11,0.825893,0.861607,0.787946,0.792411,0.035913,114996000 138 | 1983-07-18,0.792411,0.828125,0.727679,0.781250,0.035407,247867200 139 | 1983-07-25,0.781250,0.781250,0.604911,0.622768,0.028225,284132800 140 | 1983-08-01,0.622768,0.649554,0.566964,0.604911,0.027415,220365600 141 | 1983-08-08,0.604911,0.622768,0.591518,0.598214,0.027112,138493600 142 | 1983-08-15,0.598214,0.620536,0.584821,0.602679,0.027314,119604800 143 | 1983-08-22,0.602679,0.609375,0.535714,0.551339,0.024987,143802400 144 | 1983-08-29,0.551339,0.687500,0.535714,0.678571,0.030754,229986400 145 | 1983-09-05,0.691964,0.709821,0.544643,0.546875,0.024785,271572000 146 | 1983-09-12,0.546875,0.584821,0.520089,0.524554,0.023773,259151200 147 | 1983-09-19,0.524554,0.598214,0.397321,0.433036,0.019626,877805600 148 | 1983-09-26,0.435268,0.462054,0.395089,0.412946,0.018715,490005600 149 | 1983-10-03,0.412946,0.424107,0.359375,0.363839,0.016490,248113600 150 | 1983-10-10,0.359375,0.428571,0.328125,0.406250,0.018412,485570400 151 | 1983-10-17,0.406250,0.406250,0.337054,0.354911,0.016085,294543200 152 | 1983-10-24,0.354911,0.390625,0.319196,0.372768,0.016894,183948800 153 | 1983-10-31,0.377232,0.430804,0.375000,0.377232,0.017097,284194400 154 | 1983-11-07,0.377232,0.386161,0.308036,0.357143,0.016186,516303200 155 | 1983-11-14,0.357143,0.372768,0.339286,0.368304,0.016692,124868800 156 | 1983-11-21,0.368304,0.388393,0.357143,0.366071,0.016591,90462400 157 | 1983-11-28,0.366071,0.383929,0.352679,0.354911,0.016085,98515200 158 | 1983-12-05,0.354911,0.395089,0.352679,0.386161,0.017501,101673600 159 | 1983-12-12,0.386161,0.446429,0.375000,0.441964,0.020030,241511200 160 | 1983-12-19,0.441964,0.446429,0.410714,0.439732,0.019929,175560000 161 | 1983-12-26,0.439732,0.450893,0.433036,0.435268,0.019727,104899200 162 | 1984-01-02,0.435268,0.517857,0.435268,0.495536,0.022458,229252800 163 | 1984-01-09,0.495536,0.508929,0.453125,0.486607,0.022054,198990400 164 | 1984-01-16,0.486607,0.526786,0.484375,0.511161,0.023167,199556000 165 | 1984-01-23,0.511161,0.520089,0.457589,0.466518,0.021143,306264000 166 | 1984-01-30,0.466518,0.475446,0.412946,0.437500,0.019828,266520800 167 | 1984-02-06,0.437500,0.446429,0.399554,0.435268,0.019727,227567200 168 | 1984-02-13,0.435268,0.477679,0.426339,0.446429,0.020233,188876800 169 | 1984-02-20,0.446429,0.493304,0.444196,0.484375,0.021953,144132800 170 | 1984-02-27,0.484375,0.500000,0.448661,0.486607,0.022054,187286400 171 | 1984-03-05,0.486607,0.488839,0.448661,0.470982,0.021346,116250400 172 | 1984-03-12,0.473214,0.495536,0.470982,0.475446,0.021548,129376800 173 | 1984-03-19,0.473214,0.477679,0.446429,0.455357,0.020637,85775200 174 | 1984-03-26,0.455357,0.466518,0.437500,0.441964,0.020030,79167200 175 | 1984-04-02,0.441964,0.450893,0.410714,0.419643,0.019019,93710400 176 | 1984-04-09,0.419643,0.470982,0.419643,0.459821,0.020840,90938400 177 | 1984-04-16,0.459821,0.506696,0.448661,0.504464,0.022863,181036800 178 | 1984-04-23,0.504464,0.549107,0.488839,0.537946,0.024380,365204000 179 | 1984-04-30,0.537946,0.598214,0.533482,0.537946,0.024380,401212000 180 | 1984-05-07,0.537946,0.613839,0.533482,0.575893,0.026100,314109600 181 | 1984-05-14,0.573661,0.573661,0.513393,0.531250,0.024077,221782400 182 | 1984-05-21,0.531250,0.575893,0.515625,0.526786,0.023875,304673600 183 | 1984-05-28,0.526786,0.542411,0.500000,0.542411,0.024583,221004000 184 | 1984-06-04,0.542411,0.549107,0.495536,0.511161,0.023167,212424800 185 | 1984-06-11,0.511161,0.533482,0.504464,0.517857,0.023470,126957600 186 | 1984-06-18,0.517857,0.546875,0.506696,0.511161,0.023167,155394400 187 | 1984-06-25,0.511161,0.515625,0.433036,0.473214,0.021447,238431200 188 | 1984-07-02,0.473214,0.475446,0.433036,0.448661,0.020334,131891200 189 | 1984-07-09,0.448661,0.486607,0.441964,0.470982,0.021346,197176000 190 | 1984-07-16,0.470982,0.470982,0.446429,0.453125,0.020536,125736800 191 | 1984-07-23,0.453125,0.493304,0.437500,0.484375,0.021953,172754400 192 | 1984-07-30,0.484375,0.491071,0.428571,0.488839,0.022155,383034400 193 | 1984-08-06,0.488839,0.551339,0.486607,0.508929,0.023065,477170400 194 | 1984-08-13,0.508929,0.540179,0.484375,0.491071,0.022256,223288800 195 | 1984-08-20,0.491071,0.522321,0.475446,0.502232,0.022762,173180000 196 | 1984-08-27,0.502232,0.506696,0.466518,0.473214,0.021447,102440800 197 | 1984-09-03,0.473214,0.479911,0.464286,0.473214,0.021447,109457600 198 | 1984-09-10,0.473214,0.508929,0.462054,0.497768,0.022560,201084800 199 | 1984-09-17,0.511161,0.517857,0.473214,0.479911,0.021750,140588000 200 | 1984-09-24,0.479911,0.486607,0.439732,0.448661,0.020334,174025600 201 | 1984-10-01,0.446429,0.457589,0.437500,0.444196,0.020132,139876800 202 | 1984-10-08,0.444196,0.446429,0.401786,0.406250,0.018412,246411200 203 | 1984-10-15,0.428571,0.488839,0.426339,0.457589,0.020739,272804000 204 | 1984-10-22,0.457589,0.473214,0.437500,0.439732,0.019929,185304000 205 | 1984-10-29,0.441964,0.450893,0.441964,0.444196,0.020132,65049600 206 | 1984-11-05,0.444196,0.470982,0.410714,0.415179,0.018816,236124000 207 | 1984-11-12,0.430804,0.439732,0.412946,0.415179,0.018816,154156800 208 | 1984-11-19,0.415179,0.430804,0.390625,0.424107,0.019221,203011200 209 | 1984-11-26,0.428571,0.473214,0.428571,0.441964,0.020030,230540800 210 | 1984-12-03,0.441964,0.506696,0.435268,0.486607,0.022054,323271200 211 | 1984-12-10,0.486607,0.486607,0.455357,0.470982,0.021346,127080800 212 | 1984-12-17,0.482143,0.513393,0.477679,0.482143,0.021851,261760800 213 | 1984-12-24,0.491071,0.515625,0.491071,0.513393,0.023268,99702400 214 | 1984-12-31,0.520089,0.522321,0.497768,0.506696,0.022964,171735200 215 | 1985-01-07,0.506696,0.540179,0.500000,0.531250,0.024077,240217600 216 | 1985-01-14,0.546875,0.555804,0.500000,0.511161,0.023167,406369600 217 | 1985-01-21,0.522321,0.540179,0.506696,0.529018,0.023976,474073600 218 | 1985-01-28,0.540179,0.546875,0.506696,0.511161,0.023167,385582400 219 | 1985-02-04,0.522321,0.542411,0.522321,0.533482,0.024178,245000000 220 | 1985-02-11,0.544643,0.549107,0.488839,0.500000,0.022661,425236000 221 | 1985-02-18,0.497768,0.497768,0.470982,0.493304,0.022357,226139200 222 | 1985-02-25,0.493304,0.495536,0.428571,0.444196,0.020132,314395200 223 | 1985-03-04,0.450893,0.464286,0.370536,0.383929,0.017400,421254400 224 | 1985-03-11,0.397321,0.415179,0.386161,0.404018,0.018311,294896000 225 | 1985-03-18,0.408482,0.412946,0.392857,0.397321,0.018007,236006400 226 | 1985-03-25,0.397321,0.406250,0.386161,0.395089,0.017906,139882400 227 | 1985-04-01,0.395089,0.404018,0.368304,0.372768,0.016894,186502400 228 | 1985-04-08,0.372768,0.392857,0.350446,0.372768,0.016894,227186400 229 | 1985-04-15,0.381696,0.410714,0.381696,0.401786,0.018209,137295200 230 | 1985-04-22,0.401786,0.404018,0.386161,0.390625,0.017704,126789600 231 | 1985-04-29,0.390625,0.392857,0.343750,0.357143,0.016186,175543200 232 | 1985-05-06,0.357143,0.366071,0.352679,0.361607,0.016389,142822400 233 | 1985-05-13,0.361607,0.395089,0.352679,0.388393,0.017602,195451200 234 | 1985-05-20,0.388393,0.397321,0.323661,0.323661,0.014669,324732800 235 | 1985-05-27,0.319196,0.321429,0.301339,0.310268,0.014062,360466400 236 | 1985-06-03,0.303571,0.316964,0.285714,0.292411,0.013252,502695200 237 | 1985-06-10,0.292411,0.294643,0.263393,0.263393,0.011937,452508000 238 | 1985-06-17,0.265625,0.294643,0.265625,0.287946,0.013050,257622400 239 | 1985-06-24,0.308036,0.330357,0.308036,0.321429,0.014568,240021600 240 | 1985-07-01,0.323661,0.325893,0.308036,0.314732,0.014264,71562400 241 | 1985-07-08,0.314732,0.323661,0.314732,0.319196,0.014466,114525600 242 | 1985-07-15,0.319196,0.325893,0.308036,0.310268,0.014062,158300800 243 | 1985-07-22,0.310268,0.310268,0.290179,0.296875,0.013455,243829600 244 | 1985-07-29,0.296875,0.296875,0.281250,0.281250,0.012747,99176000 245 | 1985-08-05,0.281250,0.285714,0.265625,0.272321,0.012342,128968000 246 | 1985-08-12,0.272321,0.276786,0.258929,0.261161,0.011836,144054400 247 | 1985-08-19,0.267857,0.272321,0.263393,0.263393,0.011937,89790400 248 | 1985-08-26,0.270089,0.274554,0.265625,0.267857,0.012140,54628000 249 | 1985-09-02,0.267857,0.270089,0.263393,0.267857,0.012140,52656800 250 | 1985-09-09,0.272321,0.287946,0.272321,0.281250,0.012747,130720800 251 | 1985-09-16,0.281250,0.305804,0.272321,0.299107,0.013556,165592000 252 | 1985-09-23,0.301339,2.000000,0.283482,1.985000,0.089963,91418400 253 | 1985-09-30,0.283482,0.285714,0.267857,0.267857,0.012140,66236800 254 | 1985-10-07,0.267857,0.290179,0.267857,0.285714,0.012949,160440000 255 | 1985-10-14,0.296875,0.341518,0.296875,0.316964,0.014365,329033600 256 | 1985-10-21,0.316964,0.337054,0.308036,0.321429,0.014568,256928000 257 | 1985-10-28,0.321429,0.343750,0.319196,0.332589,0.015073,166140800 258 | 1985-11-04,0.334821,0.370536,0.332589,0.366071,0.016591,268744000 259 | 1985-11-11,0.366071,0.370536,0.345982,0.354911,0.016085,168767200 260 | 1985-11-18,0.354911,0.357143,0.337054,0.339286,0.015377,122416000 261 | 1985-11-25,0.339286,0.359375,0.339286,0.359375,0.016287,138101600 262 | 1985-12-02,0.359375,0.370536,0.350446,0.352679,0.015984,152745600 263 | 1985-12-09,0.352679,0.361607,0.343750,0.357143,0.016186,238700000 264 | 1985-12-16,0.357143,0.408482,0.357143,0.399554,0.018108,358484000 265 | 1985-12-23,0.399554,0.404018,0.386161,0.399554,0.018108,94141600 266 | 1985-12-30,0.399554,0.404018,0.388393,0.399554,0.018108,138628000 267 | 1986-01-06,0.399554,0.419643,0.390625,0.406250,0.018412,465914400 268 | 1986-01-13,0.406250,0.441964,0.401786,0.428571,0.019423,447938400 269 | 1986-01-20,0.428571,0.430804,0.399554,0.404018,0.018311,172692800 270 | 1986-01-27,0.404018,0.435268,0.392857,0.412946,0.018715,396508000 271 | 1986-02-03,0.412946,0.435268,0.408482,0.428571,0.019423,267747200 272 | 1986-02-10,0.428571,0.437500,0.419643,0.424107,0.019221,161313600 273 | 1986-02-17,0.424107,0.459821,0.415179,0.450893,0.020435,208695200 274 | 1986-02-24,0.450893,0.477679,0.444196,0.446429,0.020233,217459200 275 | 1986-03-03,0.446429,0.459821,0.433036,0.441964,0.020030,143119200 276 | 1986-03-10,0.441964,0.468750,0.435268,0.466518,0.021143,191262400 277 | 1986-03-17,0.464286,0.529018,0.453125,0.493304,0.022357,430617600 278 | 1986-03-24,0.493304,0.517857,0.470982,0.504464,0.022863,254133600 279 | 1986-03-31,0.504464,0.508929,0.468750,0.477679,0.021649,268212000 280 | 1986-04-07,0.477679,0.495536,0.468750,0.482143,0.021851,158580800 281 | 1986-04-14,0.482143,0.533482,0.477679,0.531250,0.024077,236241600 282 | 1986-04-21,0.533482,0.582589,0.524554,0.575893,0.026100,395584000 283 | 1986-04-28,0.575893,0.584821,0.479911,0.544643,0.024684,191884000 284 | 1986-05-05,0.544643,0.600446,0.544643,0.595982,0.027011,255634400 285 | 1986-05-12,0.595982,0.667411,0.593750,0.642857,0.029135,474241600 286 | 1986-05-19,0.642857,0.669643,0.611607,0.660714,0.029944,290595200 287 | 1986-05-26,0.660714,0.669643,0.649554,0.660714,0.029944,130160800 288 | 1986-06-02,0.660714,0.698661,0.656250,0.674107,0.030551,287761600 289 | 1986-06-09,0.674107,0.676339,0.627232,0.649554,0.029439,238218400 290 | 1986-06-16,0.649554,0.658482,0.580357,0.642857,0.029135,332813600 291 | 1986-06-23,0.642857,0.656250,0.613839,0.640625,0.029034,139356000 292 | 1986-06-30,0.640625,0.674107,0.620536,0.671875,0.030450,121122400 293 | 1986-07-07,0.671875,0.674107,0.607143,0.662946,0.030046,313297600 294 | 1986-07-14,0.662946,0.667411,0.558036,0.566964,0.025696,408800000 295 | 1986-07-21,0.589286,0.618304,0.584821,0.607143,0.027517,252420000 296 | 1986-07-28,0.604911,0.607143,0.535714,0.560268,0.025392,382480000 297 | 1986-08-04,0.560268,0.582589,0.546875,0.564732,0.025594,179200000 298 | 1986-08-11,0.569196,0.660714,0.566964,0.638393,0.028933,312552800 299 | 1986-08-18,0.638393,0.654018,0.618304,0.647321,0.029337,191704800 300 | 1986-08-25,0.651786,0.678571,0.647321,0.660714,0.029944,189901600 301 | 1986-09-01,0.662946,0.662946,0.609375,0.627232,0.028427,161935200 302 | 1986-09-08,0.625000,0.642857,0.566964,0.566964,0.025696,178869600 303 | 1986-09-15,0.575893,0.627232,0.571429,0.600446,0.027213,203156800 304 | 1986-09-22,0.598214,0.649554,0.598214,0.611607,0.027719,253153600 305 | 1986-09-29,0.600446,0.620536,0.564732,0.602679,0.027314,190472800 306 | 1986-10-06,0.602679,0.611607,0.575893,0.593750,0.026910,117639200 307 | 1986-10-13,0.591518,0.629464,0.584821,0.600446,0.027213,198016000 308 | 1986-10-20,0.598214,0.600446,0.575893,0.589286,0.026707,138913600 309 | 1986-10-27,0.598214,0.622768,0.589286,0.618304,0.028022,198402400 310 | 1986-11-03,0.620536,0.662946,0.604911,0.638393,0.028933,374466400 311 | 1986-11-10,0.640625,0.654018,0.622768,0.629464,0.028528,139921600 312 | 1986-11-17,0.629464,0.660714,0.616071,0.642857,0.029135,299135200 313 | 1986-11-24,0.647321,0.736607,0.642857,0.714286,0.032372,488017600 314 | 1986-12-01,0.714286,0.781250,0.698661,0.781250,0.035407,395920000 315 | 1986-12-08,0.779018,0.783482,0.734375,0.736607,0.033384,325029600 316 | 1986-12-15,0.732143,0.758929,0.720982,0.752232,0.034092,221564000 317 | 1986-12-22,0.750000,0.758929,0.732143,0.732143,0.033182,148540000 318 | 1986-12-29,0.732143,0.741071,0.716518,0.729911,0.033081,129808000 319 | 1987-01-05,0.736607,0.816964,0.732143,0.810268,0.036722,382480000 320 | 1987-01-12,0.812500,0.917411,0.794643,0.870536,0.039454,475731200 321 | 1987-01-19,0.870536,0.995536,0.854911,0.897321,0.040668,650720000 322 | 1987-01-26,0.892857,1.022321,0.883929,0.991071,0.044917,528080000 323 | 1987-02-02,0.991071,1.002232,0.944196,0.964286,0.043703,319194400 324 | 1987-02-09,0.944196,1.116071,0.921875,1.109375,0.050278,471828000 325 | 1987-02-16,1.109375,1.203125,1.082589,1.093750,0.049570,346141600 326 | 1987-02-23,1.087054,1.274554,1.064732,1.250000,0.056652,516880000 327 | 1987-03-02,1.254464,1.258929,1.156250,1.200893,0.054426,448974400 328 | 1987-03-09,1.187500,1.214286,1.133929,1.133929,0.051391,304500000 329 | 1987-03-16,1.133929,1.245536,1.116071,1.218750,0.055235,336722400 330 | 1987-03-23,1.214286,1.223214,1.156250,1.160714,0.052605,266352800 331 | 1987-03-30,1.133929,1.283482,1.111607,1.281250,0.058068,517025600 332 | 1987-04-06,1.276786,1.299107,1.205357,1.254464,0.056854,308700000 333 | 1987-04-13,1.250000,1.308036,1.187500,1.276786,0.057866,311634400 334 | 1987-04-20,1.276786,1.379464,1.241071,1.334821,0.060496,386170400 335 | 1987-04-27,1.325893,1.428571,1.308036,1.428571,0.064745,346220000 336 | 1987-05-04,1.419643,1.468750,1.392857,1.410714,0.063936,256267200 337 | 1987-05-11,1.375000,1.419643,1.339286,1.397321,0.063329,265731200 338 | 1987-05-18,1.397321,1.401786,1.294643,1.323661,0.065568,260366400 339 | 1987-05-25,1.330357,1.437500,1.321429,1.410714,0.069880,144194400 340 | 1987-06-01,1.419643,1.419643,1.375000,1.388393,0.068774,169159200 341 | 1987-06-08,1.388393,1.433036,1.370536,1.410714,0.069880,175565600 342 | 1987-06-15,1.410714,1.517857,1.357143,1.464286,0.072533,313880000 343 | 1987-06-22,1.473214,1.544643,1.428571,1.446429,0.071649,154333200 344 | 1987-06-29,1.446429,1.464286,1.419643,1.450893,0.071870,105543200 345 | 1987-07-06,1.455357,1.491071,1.303571,1.357143,0.067226,256852400 346 | 1987-07-13,1.392857,1.598214,1.383929,1.544643,0.076514,242695600 347 | 1987-07-20,1.535714,1.553571,1.446429,1.517857,0.075187,122144400 348 | 1987-07-27,1.517857,1.535714,1.446429,1.473214,0.072976,101774400 349 | 1987-08-03,1.464286,1.687500,1.428571,1.660714,0.082263,179639600 350 | 1987-08-10,1.723214,1.794643,1.633929,1.750000,0.086686,202792800 351 | 1987-08-17,1.767857,1.919643,1.723214,1.892857,0.097277,191438800 352 | 1987-08-24,1.892857,1.910714,1.839286,1.857143,0.095442,168434000 353 | 1987-08-31,1.866071,1.973214,1.785714,1.803571,0.092689,202949600 354 | 1987-09-07,1.794643,1.982143,1.732143,1.946429,0.100030,149520000 355 | 1987-09-14,1.955357,1.973214,1.821429,1.848214,0.094983,123127200 356 | 1987-09-21,1.848214,2.071429,1.794643,2.053571,0.105537,206474800 357 | 1987-09-28,2.053571,2.098214,1.937500,2.089286,0.107372,177564800 358 | 1987-10-05,2.089286,2.133929,1.901786,1.933036,0.099342,217560000 359 | 1987-10-12,1.937500,1.955357,1.696429,1.723214,0.088559,347200000 360 | 1987-10-19,1.723214,1.723214,1.165179,1.267857,0.065157,540680000 361 | 1987-10-26,1.232143,1.535714,0.986607,1.379464,0.070893,485240000 362 | 1987-11-02,1.383929,1.410714,1.223214,1.348214,0.069287,294560000 363 | 1987-11-09,1.321429,1.428571,1.285714,1.330357,0.068369,257320000 364 | 1987-11-16,1.348214,1.375000,1.187500,1.267857,0.065157,288120000 365 | 1987-11-23,1.267857,1.348214,1.241071,1.250000,0.068409,114399600 366 | 1987-11-30,1.205357,1.232143,1.062500,1.098214,0.060103,325920000 367 | 1987-12-07,1.107143,1.294643,1.107143,1.214286,0.066455,259000000 368 | 1987-12-14,1.232143,1.473214,1.223214,1.446429,0.079159,399840000 369 | 1987-12-21,1.446429,1.535714,1.437500,1.522321,0.083313,139566000 370 | 1987-12-28,1.508929,1.562500,1.410714,1.500000,0.082091,155400000 371 | 1988-01-04,1.526786,1.651786,1.410714,1.428571,0.078182,401800000 372 | 1988-01-11,1.428571,1.607143,1.419643,1.531250,0.083801,373240000 373 | 1988-01-18,1.535714,1.544643,1.366071,1.401786,0.076716,505120000 374 | 1988-01-25,1.410714,1.491071,1.383929,1.482143,0.081114,275240000 375 | 1988-02-01,1.491071,1.517857,1.375000,1.379464,0.075495,237160000 376 | 1988-02-08,1.375000,1.482143,1.348214,1.464286,0.080137,208600000 377 | 1988-02-15,1.464286,1.526786,1.428571,1.491071,0.086365,161291200 378 | 1988-02-22,1.482143,1.562500,1.473214,1.491071,0.086365,207065600 379 | 1988-02-29,1.491071,1.678571,1.482143,1.674107,0.096966,314720000 380 | 1988-03-07,1.669643,1.705357,1.589286,1.633929,0.094639,205240000 381 | 1988-03-14,1.633929,1.660714,1.580357,1.598214,0.092570,232850800 382 | 1988-03-21,1.584821,1.593750,1.428571,1.433036,0.083003,251834800 383 | 1988-03-28,1.428571,1.500000,1.383929,1.428571,0.082745,243880000 384 | 1988-04-04,1.419643,1.513393,1.375000,1.464286,0.084813,221480000 385 | 1988-04-11,1.491071,1.508929,1.375000,1.410714,0.081710,221760000 386 | 1988-04-18,1.419643,1.482143,1.392857,1.433036,0.083003,220833200 387 | 1988-04-25,1.437500,1.500000,1.428571,1.464286,0.084813,160409200 388 | 1988-05-02,1.455357,1.540179,1.446429,1.473214,0.085330,152003600 389 | 1988-05-09,1.473214,1.473214,1.410714,1.446429,0.083779,125344800 390 | 1988-05-16,1.446429,1.500000,1.375000,1.383929,0.080159,193684400 391 | 1988-05-23,1.375000,1.428571,1.334821,1.419643,0.087042,157794000 392 | 1988-05-30,1.428571,1.544643,1.419643,1.535714,0.094158,165480000 393 | 1988-06-06,1.526786,1.625000,1.526786,1.589286,0.097443,295400000 394 | 1988-06-13,1.607143,1.642857,1.580357,1.598214,0.097990,191556400 395 | 1988-06-20,1.584821,1.638393,1.566964,1.607143,0.098538,135965200 396 | 1988-06-27,1.589286,1.674107,1.589286,1.660714,0.101822,149716000 397 | 1988-07-04,1.660714,1.696429,1.607143,1.616071,0.099085,118000400 398 | 1988-07-11,1.625000,1.625000,1.580357,1.607143,0.098538,108883600 399 | 1988-07-18,1.620536,1.642857,1.517857,1.517857,0.093063,152191200 400 | 1988-07-25,1.526786,1.589286,1.508929,1.584821,0.097169,143894800 401 | 1988-08-01,1.589286,1.633929,1.571429,1.580357,0.096895,109911200 402 | 1988-08-08,1.589286,1.598214,1.491071,1.517857,0.093063,132826400 403 | 1988-08-15,1.508929,1.544643,1.446429,1.455357,0.089231,177450000 404 | 1988-08-22,1.437500,1.455357,1.401786,1.437500,0.093040,156769200 405 | 1988-08-29,1.455357,1.468750,1.375000,1.419643,0.091884,194630800 406 | 1988-09-05,1.428571,1.464286,1.348214,1.446429,0.093618,191122400 407 | 1988-09-12,1.464286,1.526786,1.428571,1.508929,0.097663,198951200 408 | 1988-09-19,1.500000,1.580357,1.473214,1.562500,0.101131,133327600 409 | 1988-09-26,1.562500,1.580357,1.517857,1.544643,0.099975,133420000 410 | 1988-10-03,1.535714,1.544643,1.370536,1.419643,0.091884,222745600 411 | 1988-10-10,1.410714,1.419643,1.339286,1.383929,0.089573,245462000 412 | 1988-10-17,1.375000,1.491071,1.366071,1.464286,0.094774,202669600 413 | 1988-10-24,1.473214,1.473214,1.366071,1.375000,0.088995,159308800 414 | 1988-10-31,1.383929,1.383929,1.312500,1.348214,0.087261,247844800 415 | 1988-11-07,1.330357,1.419643,1.321429,1.375000,0.088995,183733200 416 | 1988-11-14,1.383929,1.401786,1.348214,1.357143,0.087839,112551600 417 | 1988-11-21,1.339286,1.348214,1.267857,1.303571,0.084372,151594800 418 | 1988-11-28,1.303571,1.424107,1.285714,1.401786,0.097946,236437600 419 | 1988-12-05,1.410714,1.428571,1.383929,1.397321,0.097634,115474800 420 | 1988-12-12,1.401786,1.446429,1.366071,1.433036,0.100129,182448000 421 | 1988-12-19,1.437500,1.500000,1.428571,1.468750,0.102625,224366800 422 | 1988-12-26,1.464286,1.482143,1.419643,1.437500,0.100441,77758800 423 | 1989-01-02,1.437500,1.553571,1.428571,1.522321,0.106368,211489600 424 | 1989-01-09,1.535714,1.553571,1.473214,1.544643,0.107927,170744000 425 | 1989-01-16,1.544643,1.571429,1.410714,1.464286,0.102313,460712000 426 | 1989-01-23,1.455357,1.504464,1.294643,1.343750,0.093891,731799600 427 | 1989-01-30,1.343750,1.437500,1.312500,1.401786,0.097946,546702800 428 | 1989-02-06,1.410714,1.410714,1.321429,1.330357,0.092955,237014400 429 | 1989-02-13,1.312500,1.330357,1.258929,1.312500,0.091707,457483600 430 | 1989-02-20,1.316964,1.348214,1.285714,1.285714,0.097327,169094800 431 | 1989-02-27,1.285714,1.312500,1.214286,1.241071,0.093948,306544000 432 | 1989-03-06,1.250000,1.294643,1.223214,1.250000,0.094624,220413200 433 | 1989-03-13,1.250000,1.276786,1.214286,1.245536,0.094286,203117600 434 | 1989-03-20,1.250000,1.267857,1.205357,1.227679,0.092934,143351600 435 | 1989-03-27,1.223214,1.276786,1.196429,1.272321,0.096314,164477600 436 | 1989-04-03,1.267857,1.339286,1.209821,1.334821,0.101045,228407200 437 | 1989-04-10,1.330357,1.410714,1.312500,1.383929,0.104762,243614000 438 | 1989-04-17,1.375000,1.486607,1.357143,1.433036,0.108479,355499200 439 | 1989-04-24,1.428571,1.446429,1.375000,1.392857,0.105438,164085600 440 | 1989-05-01,1.375000,1.526786,1.375000,1.482143,0.112197,291653600 441 | 1989-05-08,1.482143,1.607143,1.482143,1.607143,0.121659,388805200 442 | 1989-05-15,1.598214,1.651786,1.598214,1.633929,0.123687,334264000 443 | 1989-05-22,1.633929,1.750000,1.616071,1.732143,0.131122,241838800 444 | 1989-05-29,1.723214,1.767857,1.678571,1.750000,0.141110,132778800 445 | 1989-06-05,1.741071,1.750000,1.651786,1.678571,0.135350,179306400 446 | 1989-06-12,1.669643,1.794643,1.553571,1.589286,0.128151,316638000 447 | 1989-06-19,1.589286,1.598214,1.500000,1.566964,0.126351,177153200 448 | 1989-06-26,1.571429,1.580357,1.410714,1.473214,0.118791,236227600 449 | 1989-07-03,1.491071,1.500000,1.428571,1.473214,0.118791,111885200 450 | 1989-07-10,1.464286,1.473214,1.410714,1.455357,0.117351,263625600 451 | 1989-07-17,1.455357,1.473214,1.383929,1.428571,0.115191,305684400 452 | 1989-07-24,1.419643,1.419643,1.348214,1.406250,0.113392,212996000 453 | 1989-07-31,1.401786,1.526786,1.392857,1.526786,0.123111,177276400 454 | 1989-08-07,1.535714,1.633929,1.473214,1.495536,0.120591,238002800 455 | 1989-08-14,1.482143,1.517857,1.428571,1.508929,0.121671,156119600 456 | 1989-08-21,1.508929,1.607143,1.500000,1.598214,0.128870,186905600 457 | 1989-08-28,1.589286,1.607143,1.562500,1.593750,0.137632,126268800 458 | 1989-09-04,1.589286,1.625000,1.571429,1.607143,0.138788,92825600 459 | 1989-09-11,1.598214,1.669643,1.580357,1.607143,0.138788,146756400 460 | 1989-09-18,1.589286,1.642857,1.535714,1.602679,0.138403,133890400 461 | 1989-09-25,1.598214,1.633929,1.571429,1.589286,0.137246,113209600 462 | 1989-10-02,1.589286,1.723214,1.540179,1.718750,0.148426,268514400 463 | 1989-10-09,1.714286,1.799107,1.607143,1.633929,0.141101,230848800 464 | 1989-10-16,1.598214,1.767857,1.517857,1.714286,0.148041,298099200 465 | 1989-10-23,1.714286,1.732143,1.589286,1.616071,0.139559,189056000 466 | 1989-10-30,1.625000,1.669643,1.535714,1.544643,0.133391,216871200 467 | 1989-11-06,1.553571,1.678571,1.535714,1.669643,0.144185,142522800 468 | 1989-11-13,1.660714,1.687500,1.562500,1.598214,0.138017,108827600 469 | 1989-11-20,1.607143,1.660714,1.589286,1.598214,0.148219,93528400 470 | 1989-11-27,1.598214,1.616071,1.517857,1.571429,0.145734,150785600 471 | 1989-12-04,1.562500,1.633929,1.464286,1.491071,0.138282,246276800 472 | 1989-12-11,1.464286,1.482143,1.160714,1.205357,0.111785,722027600 473 | 1989-12-18,1.205357,1.330357,1.205357,1.303571,0.120893,306446000 474 | 1989-12-25,1.312500,1.312500,1.223214,1.258929,0.116753,173989200 475 | 1990-01-01,1.258929,1.383929,1.250000,1.348214,0.125034,184004800 476 | 1990-01-08,1.339286,1.357143,1.205357,1.232143,0.114269,192595200 477 | 1990-01-15,1.232143,1.276786,1.151786,1.223214,0.113441,277928000 478 | 1990-01-22,1.214286,1.241071,1.151786,1.169643,0.108473,187266800 479 | 1990-01-29,1.178571,1.241071,1.147321,1.223214,0.113441,153966400 480 | 1990-02-05,1.223214,1.258929,1.151786,1.223214,0.113441,210708400 481 | 1990-02-12,1.223214,1.250000,1.196429,1.205357,0.111785,124580400 482 | 1990-02-19,1.196429,1.232143,1.160714,1.187500,0.121011,161072800 483 | 1990-02-26,1.178571,1.241071,1.178571,1.205357,0.122831,142923200 484 | 1990-03-05,1.196429,1.339286,1.196429,1.316964,0.134204,249256000 485 | 1990-03-12,1.330357,1.455357,1.294643,1.437500,0.146487,294828800 486 | 1990-03-19,1.446429,1.535714,1.428571,1.508929,0.153766,358873200 487 | 1990-03-26,1.517857,1.549107,1.428571,1.437500,0.146487,158961600 488 | 1990-04-02,1.428571,1.500000,1.410714,1.424107,0.145122,166160400 489 | 1990-04-09,1.419643,1.571429,1.410714,1.544643,0.157405,165440800 490 | 1990-04-16,1.553571,1.580357,1.419643,1.437500,0.146487,339110800 491 | 1990-04-23,1.437500,1.446429,1.361607,1.397321,0.142393,205808400 492 | 1990-04-30,1.401786,1.455357,1.392857,1.428571,0.145577,192819200 493 | 1990-05-07,1.419643,1.526786,1.419643,1.522321,0.155131,184993200 494 | 1990-05-14,1.526786,1.526786,1.410714,1.419643,0.144667,218780800 495 | 1990-05-21,1.410714,1.517857,1.383929,1.428571,0.145577,310634800 496 | 1990-05-28,1.428571,1.500000,1.401786,1.455357,0.160763,195087200 497 | 1990-06-04,1.455357,1.464286,1.339286,1.366071,0.150901,302730400 498 | 1990-06-11,1.348214,1.455357,1.348214,1.410714,0.155832,186586400 499 | 1990-06-18,1.401786,1.522321,1.370536,1.482143,0.163722,228984000 500 | 1990-06-25,1.482143,1.602679,1.437500,1.598214,0.176544,230403600 501 | 1990-07-02,1.589286,1.607143,1.544643,1.598214,0.176544,137858000 502 | 1990-07-09,1.607143,1.705357,1.598214,1.669643,0.184434,334121200 503 | 1990-07-16,1.669643,1.683036,1.428571,1.464286,0.161750,345688000 504 | 1990-07-23,1.464286,1.544643,1.428571,1.477679,0.163229,177920400 505 | 1990-07-30,1.455357,1.562500,1.419643,1.473214,0.162736,191766400 506 | 1990-08-06,1.392857,1.455357,1.366071,1.383929,0.152873,169954400 507 | 1990-08-13,1.357143,1.437500,1.276786,1.303571,0.143997,179085200 508 | 1990-08-20,1.303571,1.339286,1.196429,1.267857,0.140052,143984400 509 | 1990-08-27,1.312500,1.370536,1.285714,1.321429,0.159422,142660000 510 | 1990-09-03,1.303571,1.339286,1.254464,1.299107,0.156729,73150000 511 | 1990-09-10,1.321429,1.321429,1.178571,1.214286,0.146496,141458800 512 | 1990-09-17,1.214286,1.258929,1.107143,1.125000,0.135724,159885600 513 | 1990-09-24,1.125000,1.125000,0.973214,1.035714,0.124952,177242800 514 | 1990-10-01,1.053571,1.142857,0.937500,1.000000,0.120643,251966400 515 | 1990-10-08,1.026786,1.044643,0.910714,1.008929,0.121721,191161600 516 | 1990-10-15,1.017857,1.133929,0.866071,1.120536,0.135185,516012000 517 | 1990-10-22,1.125000,1.125000,1.058036,1.071429,0.129261,212318400 518 | 1990-10-29,1.080357,1.156250,1.031250,1.133929,0.136801,152387200 519 | 1990-11-05,1.151786,1.276786,1.142857,1.267857,0.152959,242424000 520 | 1990-11-12,1.267857,1.330357,1.241071,1.254464,0.151343,205632000 521 | 1990-11-19,1.267857,1.321429,1.241071,1.299107,0.172863,138488000 522 | 1990-11-26,1.285714,1.375000,1.285714,1.312500,0.174645,167291600 523 | 1990-12-03,1.330357,1.526786,1.321429,1.517857,0.201970,349462400 524 | 1990-12-10,1.508929,1.517857,1.392857,1.424107,0.189496,272157200 525 | 1990-12-17,1.392857,1.616071,1.392857,1.607143,0.213851,309990800 526 | 1990-12-24,1.598214,1.607143,1.526786,1.535714,0.204346,80844400 527 | 1990-12-31,1.535714,1.580357,1.500000,1.544643,0.205534,122740800 528 | 1991-01-07,1.535714,1.687500,1.517857,1.678571,0.223355,434932400 529 | 1991-01-14,1.642857,1.883929,1.642857,1.794643,0.238800,582111600 530 | 1991-01-21,1.776786,1.915179,1.776786,1.910714,0.254245,363510000 531 | 1991-01-28,1.901786,2.066964,1.866071,1.991071,0.264937,378238000 532 | 1991-02-04,1.991071,2.151786,1.955357,2.138393,0.284540,420064400 533 | 1991-02-11,2.142857,2.196429,2.026786,2.058036,0.273848,386654800 534 | 1991-02-18,2.053571,2.223214,2.049107,2.133929,0.301691,215832400 535 | 1991-02-25,2.151786,2.160714,2.008929,2.062500,0.291593,284289600 536 | 1991-03-04,2.071429,2.437500,2.035714,2.321429,0.328200,424429600 537 | 1991-03-11,2.303571,2.410714,2.223214,2.366071,0.334511,253876000 538 | 1991-03-18,2.348214,2.508929,2.223214,2.258929,0.319364,408209200 539 | 1991-03-25,2.267857,2.508929,2.258929,2.428571,0.343348,184601200 540 | 1991-04-01,2.428571,2.598214,2.410714,2.477679,0.350290,243706400 541 | 1991-04-08,2.473214,2.616071,2.383929,2.562500,0.362282,282909200 542 | 1991-04-15,2.205357,2.321429,2.125000,2.129464,0.301060,794558800 543 | 1991-04-22,2.125000,2.250000,2.062500,2.093750,0.296011,260050000 544 | 1991-04-29,2.089286,2.151786,1.678571,1.750000,0.247412,960341200 545 | 1991-05-06,1.732143,1.901786,1.723214,1.830357,0.258773,284883200 546 | 1991-05-13,1.866071,1.919643,1.660714,1.678571,0.237314,458357200 547 | 1991-05-20,1.687500,1.696429,1.571429,1.638393,0.231633,286255200 548 | 1991-05-27,1.642857,1.705357,1.616071,1.678571,0.255585,232912400 549 | 1991-06-03,1.678571,1.767857,1.629464,1.647321,0.250827,214723600 550 | 1991-06-10,1.642857,1.683036,1.455357,1.468750,0.223637,307073200 551 | 1991-06-17,1.464286,1.544643,1.455357,1.500000,0.228395,235071200 552 | 1991-06-24,1.491071,1.553571,1.437500,1.482143,0.225676,266047600 553 | 1991-07-01,1.508929,1.642857,1.491071,1.629464,0.248108,239223600 554 | 1991-07-08,1.616071,1.723214,1.607143,1.669643,0.254226,242191600 555 | 1991-07-15,1.669643,1.669643,1.508929,1.642857,0.250147,274162000 556 | 1991-07-22,1.633929,1.660714,1.589286,1.602679,0.244030,128304400 557 | 1991-07-29,1.616071,1.794643,1.589286,1.785714,0.271899,242351200 558 | 1991-08-05,1.776786,1.848214,1.705357,1.812500,0.275978,219164400 559 | 1991-08-12,1.812500,1.964286,1.803571,1.901786,0.289573,233545200 560 | 1991-08-19,1.767857,1.982143,1.732143,1.892857,0.288213,287837200 561 | 1991-08-26,1.892857,1.937500,1.866071,1.892857,0.307624,122256400 562 | 1991-09-02,1.883929,1.901786,1.803571,1.839286,0.298918,86329600 563 | 1991-09-09,1.848214,1.910714,1.732143,1.736607,0.282230,193317600 564 | 1991-09-16,1.758929,1.821429,1.660714,1.808036,0.293839,207256000 565 | 1991-09-23,1.785714,1.812500,1.723214,1.750000,0.284407,95564000 566 | 1991-09-30,1.758929,1.848214,1.696429,1.723214,0.280054,118235600 567 | 1991-10-07,1.714286,1.750000,1.660714,1.732143,0.281505,161742000 568 | 1991-10-14,1.750000,1.982143,1.741071,1.964286,0.319232,299882800 569 | 1991-10-21,1.973214,2.008929,1.812500,1.830357,0.297467,194650400 570 | 1991-10-28,1.839286,1.883929,1.767857,1.821429,0.296015,190103200 571 | 1991-11-04,1.812500,1.919643,1.696429,1.901786,0.309075,330061200 572 | 1991-11-11,1.910714,1.973214,1.776786,1.785714,0.290211,240626400 573 | 1991-11-18,1.785714,1.875000,1.776786,1.830357,0.297467,224246400 574 | 1991-11-25,1.821429,1.866071,1.785714,1.812500,0.315785,78758400 575 | 1991-12-02,1.812500,1.857143,1.732143,1.741071,0.303340,149623600 576 | 1991-12-09,1.750000,1.812500,1.732143,1.799107,0.313452,122970400 577 | 1991-12-16,1.799107,1.857143,1.785714,1.794643,0.312674,151286800 578 | 1991-12-23,1.803571,1.991071,1.785714,1.964286,0.342230,148492400 579 | 1991-12-30,1.964286,2.151786,1.964286,2.107143,0.367120,185390800 580 | 1992-01-06,2.098214,2.232143,2.053571,2.223214,0.387342,223297200 581 | 1992-01-13,2.223214,2.464286,2.196429,2.312500,0.402898,462322000 582 | 1992-01-20,2.303571,2.348214,2.178571,2.308036,0.402121,225848000 583 | 1992-01-27,2.312500,2.348214,2.241071,2.312500,0.402898,158351200 584 | 1992-02-03,2.312500,2.383929,2.241071,2.285714,0.398231,188311200 585 | 1992-02-10,2.285714,2.339286,2.223214,2.290179,0.399009,123754400 586 | 1992-02-17,2.294643,2.339286,2.205357,2.321429,0.426772,111616400 587 | 1992-02-24,2.366071,2.500000,2.330357,2.410714,0.443187,210067200 588 | 1992-03-02,2.419643,2.446429,2.250000,2.285714,0.420206,168728000 589 | 1992-03-09,2.276786,2.312500,2.196429,2.254464,0.414461,148845200 590 | 1992-03-16,2.241071,2.285714,2.205357,2.258929,0.415282,98775600 591 | 1992-03-23,2.250000,2.330357,2.160714,2.178571,0.400509,192150000 592 | 1992-03-30,2.187500,2.187500,2.044643,2.107143,0.387378,240438800 593 | 1992-04-06,2.107143,2.187500,1.955357,1.982143,0.364398,291356800 594 | 1992-04-13,1.982143,2.174107,1.973214,2.107143,0.387378,185819200 595 | 1992-04-20,2.107143,2.107143,2.000000,2.017857,0.370964,209759200 596 | 1992-04-27,2.000000,2.169643,1.892857,2.116071,0.389019,226984800 597 | 1992-05-04,2.125000,2.245536,2.116071,2.214286,0.407075,213091200 598 | 1992-05-11,2.214286,2.258929,2.151786,2.165179,0.398047,135912000 599 | 1992-05-18,2.196429,2.196429,2.098214,2.125000,0.390661,154534800 600 | 1992-05-25,2.125000,2.165179,2.098214,2.133929,0.392302,138798800 601 | 1992-06-01,2.044643,2.125000,1.910714,1.959821,0.360294,249295200 602 | 1992-06-08,1.964286,1.964286,1.910714,1.950893,0.380023,142312800 603 | 1992-06-15,1.928571,1.928571,1.562500,1.598214,0.311323,429987600 604 | 1992-06-22,1.571429,1.660714,1.526786,1.616071,0.314802,295881600 605 | 1992-06-29,1.633929,1.767857,1.616071,1.651786,0.321759,195487600 606 | 1992-07-06,1.660714,1.669643,1.553571,1.633929,0.318280,208658800 607 | 1992-07-13,1.633929,1.750000,1.593750,1.607143,0.313062,247363200 608 | 1992-07-20,1.598214,1.651786,1.562500,1.638393,0.319150,198133600 609 | 1992-07-27,1.633929,1.705357,1.616071,1.669643,0.325237,154002800 610 | 1992-08-03,1.669643,1.687500,1.482143,1.549107,0.301758,201163200 611 | 1992-08-10,1.544643,1.625000,1.535714,1.598214,0.311323,160308400 612 | 1992-08-17,1.580357,1.616071,1.562500,1.593750,0.310454,157486000 613 | 1992-08-24,1.580357,1.616071,1.544643,1.607143,0.338477,137396000 614 | 1992-08-31,1.607143,1.758929,1.598214,1.687500,0.355401,161599200 615 | 1992-09-07,1.669643,1.767857,1.660714,1.700893,0.358221,158816000 616 | 1992-09-14,1.750000,1.785714,1.616071,1.660714,0.349759,224991200 617 | 1992-09-21,1.669643,1.705357,1.616071,1.625000,0.342238,147078400 618 | 1992-09-28,1.607143,1.625000,1.535714,1.562500,0.329074,160778800 619 | 1992-10-05,1.544643,1.616071,1.482143,1.549107,0.326254,169358000 620 | 1992-10-12,1.544643,1.767857,1.544643,1.750000,0.368563,210327600 621 | 1992-10-19,1.750000,1.785714,1.714286,1.741071,0.366683,193359600 622 | 1992-10-26,1.741071,1.928571,1.732143,1.875000,0.394889,250742800 623 | 1992-11-02,1.875000,2.017857,1.839286,1.991071,0.419335,246708000 624 | 1992-11-09,2.000000,2.080357,1.955357,2.008929,0.423096,141982400 625 | 1992-11-16,2.008929,2.125000,1.959821,2.053571,0.432498,234298400 626 | 1992-11-23,2.017857,2.053571,2.000000,2.017857,0.424976,118521200 627 | 1992-11-30,2.008929,2.107143,1.986607,2.031250,0.427797,167949600 628 | 1992-12-07,2.026786,2.098214,2.017857,2.053571,0.459845,190162000 629 | 1992-12-14,2.053571,2.116071,1.946429,2.080357,0.465842,247074800 630 | 1992-12-21,2.080357,2.187500,2.071429,2.107143,0.471840,173633600 631 | 1992-12-28,2.116071,2.169643,2.098214,2.133929,0.477838,94886400 632 | 1993-01-04,2.125000,2.250000,2.044643,2.223214,0.497832,297466400 633 | 1993-01-11,2.214286,2.330357,2.142857,2.151786,0.481837,522491200 634 | 1993-01-18,2.125000,2.160714,2.071429,2.125000,0.475839,274444800 635 | 1993-01-25,2.116071,2.214286,2.098214,2.125000,0.475839,291163600 636 | 1993-02-01,2.116071,2.196429,2.008929,2.044643,0.457845,315711200 637 | 1993-02-08,2.035714,2.053571,1.919643,1.924107,0.430854,307921600 638 | 1993-02-15,1.910714,1.982143,1.839286,1.964286,0.468401,278810000 639 | 1993-02-22,1.964286,2.000000,1.861607,1.892857,0.451369,260377600 640 | 1993-03-01,1.892857,1.991071,1.883929,1.964286,0.468401,192413200 641 | 1993-03-08,1.964286,2.053571,1.964286,2.008929,0.479047,183909600 642 | 1993-03-15,2.000000,2.062500,1.910714,1.919643,0.457756,168456400 643 | 1993-03-22,1.910714,1.955357,1.875000,1.901786,0.453498,183402800 644 | 1993-03-29,1.866071,1.883929,1.767857,1.790179,0.426884,277698400 645 | 1993-04-05,1.785714,1.812500,1.732143,1.776786,0.423690,160955200 646 | 1993-04-12,1.767857,1.830357,1.669643,1.718750,0.409851,333272800 647 | 1993-04-19,1.732143,1.812500,1.723214,1.758929,0.419432,241250800 648 | 1993-04-26,1.758929,1.875000,1.732143,1.830357,0.436465,152625200 649 | 1993-05-03,1.830357,1.982143,1.821429,1.955357,0.466272,160356000 650 | 1993-05-10,1.964286,2.000000,1.892857,1.982143,0.472659,220166800 651 | 1993-05-17,1.982143,2.111607,1.946429,2.053571,0.489692,211153600 652 | 1993-05-24,2.026786,2.098214,1.977679,2.022321,0.482240,208460000 653 | 1993-05-31,2.017857,2.080357,1.946429,1.959821,0.496340,176523200 654 | 1993-06-07,1.946429,1.955357,1.526786,1.562500,0.395716,769462400 655 | 1993-06-14,1.571429,1.616071,1.419643,1.464286,0.370842,442906800 656 | 1993-06-21,1.446429,1.500000,1.410714,1.428571,0.361797,317671200 657 | 1993-06-28,1.446429,1.446429,1.348214,1.375000,0.348230,314484800 658 | 1993-07-05,1.366071,1.392857,1.294643,1.312500,0.332401,169534400 659 | 1993-07-12,1.312500,1.383929,0.946429,0.982143,0.248735,759231200 660 | 1993-07-19,1.000000,1.026786,0.910714,0.937500,0.237429,559750800 661 | 1993-07-26,0.955357,1.008929,0.928571,0.991071,0.250997,194762400 662 | 1993-08-02,1.008929,1.098214,1.000000,1.044643,0.264564,242768400 663 | 1993-08-09,1.044643,1.080357,0.928571,0.977679,0.247605,239537200 664 | 1993-08-16,0.982143,1.062500,0.964286,1.000000,0.253258,162853600 665 | 1993-08-23,1.000000,1.026786,0.937500,0.946429,0.273226,175229600 666 | 1993-08-30,0.946429,0.955357,0.901786,0.919643,0.265494,268094400 667 | 1993-09-06,0.928571,0.964286,0.906250,0.937500,0.270649,163548000 668 | 1993-09-13,0.937500,0.946429,0.839286,0.901786,0.260338,262035200 669 | 1993-09-20,0.901786,0.910714,0.852679,0.892857,0.257761,143886400 670 | 1993-09-27,0.892857,0.901786,0.803571,0.812500,0.234562,263841200 671 | 1993-10-04,0.808036,0.857143,0.785714,0.808036,0.233273,204685600 672 | 1993-10-11,0.812500,1.017857,0.812500,1.008929,0.291270,440106800 673 | 1993-10-18,1.000000,1.125000,0.973214,1.080357,0.311890,427042000 674 | 1993-10-25,1.080357,1.151786,1.035714,1.098214,0.317046,320499200 675 | 1993-11-01,1.098214,1.178571,1.080357,1.138393,0.328645,267646400 676 | 1993-11-08,1.142857,1.147321,1.062500,1.133929,0.327356,175327600 677 | 1993-11-15,1.125000,1.250000,1.125000,1.178571,0.340244,250045600 678 | 1993-11-22,1.169643,1.196429,1.116071,1.165179,0.373877,117664400 679 | 1993-11-29,1.151786,1.165179,1.107143,1.125000,0.360985,135427600 680 | 1993-12-06,1.125000,1.160714,0.991071,1.008929,0.323740,235110400 681 | 1993-12-13,1.008929,1.062500,0.991071,1.053571,0.338065,233349200 682 | 1993-12-20,1.044643,1.062500,0.946429,0.973214,0.312280,212122400 683 | 1993-12-27,0.991071,1.080357,0.973214,1.044643,0.335200,225576400 684 | 1994-01-03,1.053571,1.214286,1.035714,1.183036,0.379607,436035600 685 | 1994-01-10,1.178571,1.209821,1.062500,1.107143,0.355255,435554000 686 | 1994-01-17,1.107143,1.196429,1.026786,1.191964,0.382472,509580400 687 | 1994-01-24,1.187500,1.258929,1.178571,1.214286,0.389634,392243600 688 | 1994-01-31,1.196429,1.250000,1.151786,1.196429,0.383904,258389600 689 | 1994-02-07,1.196429,1.339286,1.196429,1.321429,0.424014,416024000 690 | 1994-02-14,1.321429,1.357143,1.294643,1.294643,0.461730,197892800 691 | 1994-02-21,1.294643,1.366071,1.267857,1.285714,0.458545,227446800 692 | 1994-02-28,1.294643,1.339286,1.241071,1.312500,0.468098,261290400 693 | 1994-03-07,1.321429,1.361607,1.285714,1.330357,0.474467,262648400 694 | 1994-03-14,1.375000,1.375000,1.276786,1.299107,0.463322,293330800 695 | 1994-03-21,1.299107,1.303571,1.169643,1.169643,0.417149,309439200 696 | 1994-03-28,1.178571,1.214286,1.125000,1.187500,0.423517,218744400 697 | 1994-04-04,1.151786,1.223214,1.133929,1.196429,0.426702,162377600 698 | 1994-04-11,1.196429,1.196429,1.071429,1.080357,0.385305,221785200 699 | 1994-04-18,1.089286,1.142857,0.964286,1.062500,0.378937,446689600 700 | 1994-04-25,1.062500,1.125000,1.053571,1.071429,0.382121,179681600 701 | 1994-05-02,1.071429,1.205357,1.053571,1.154018,0.411576,274097600 702 | 1994-05-09,1.151786,1.160714,1.044643,1.071429,0.382121,158138400 703 | 1994-05-16,1.071429,1.160714,1.026786,1.109375,0.395655,202770400 704 | 1994-05-23,1.107143,1.133929,1.053571,1.069196,0.381325,141058400 705 | 1994-05-30,1.053571,1.053571,0.955357,0.986607,0.395432,345441600 706 | 1994-06-06,0.982143,0.991071,0.910714,0.946429,0.379329,244176800 707 | 1994-06-13,0.941964,1.000000,0.924107,0.946429,0.379329,212363200 708 | 1994-06-20,0.937500,0.973214,0.883929,0.914618,0.366579,263446400 709 | 1994-06-27,0.901786,0.968750,0.879464,0.919643,0.368593,211688400 710 | 1994-07-04,0.915179,0.986607,0.910714,0.966518,0.387380,140403200 711 | 1994-07-11,0.968750,1.080357,0.941964,1.008929,0.404379,268657200 712 | 1994-07-18,1.004464,1.141739,0.941964,1.107143,0.443743,371554400 713 | 1994-07-25,1.111607,1.214286,1.093750,1.203125,0.482213,386582000 714 | 1994-08-01,1.200893,1.205357,1.147321,1.187500,0.475950,249362400 715 | 1994-08-08,1.183036,1.254464,1.178571,1.241071,0.497422,237795600 716 | 1994-08-15,1.241071,1.263393,1.214286,1.245536,0.499211,224700000 717 | 1994-08-22,1.241071,1.299107,1.223214,1.276786,0.566512,260360800 718 | 1994-08-29,1.276786,1.334821,1.236607,1.263393,0.560570,247903600 719 | 1994-09-05,1.258929,1.308036,1.250000,1.276786,0.566512,152849200 720 | 1994-09-12,1.272321,1.330357,1.250000,1.299107,0.576416,229238800 721 | 1994-09-19,1.299107,1.312500,1.200893,1.212054,0.537791,221390400 722 | 1994-09-26,1.209821,1.232143,1.191964,1.203125,0.533829,128284800 723 | 1994-10-03,1.200893,1.361607,1.160714,1.321429,0.586320,473272800 724 | 1994-10-10,1.325893,1.531250,1.321429,1.468750,0.651687,666097600 725 | 1994-10-17,1.459821,1.526786,1.388393,1.522321,0.675457,416152800 726 | 1994-10-24,1.526786,1.562500,1.482143,1.504464,0.667534,283872400 727 | 1994-10-31,1.500000,1.553011,1.428571,1.441964,0.639802,273828800 728 | 1994-11-07,1.441964,1.535714,1.433036,1.468750,0.651687,270900000 729 | 1994-11-14,1.473214,1.535714,1.415179,1.428571,0.633860,198030000 730 | 1994-11-21,1.428571,1.437500,1.299107,1.348214,0.653062,209742400 731 | 1994-11-28,1.343750,1.406250,1.272321,1.305804,0.632519,269105200 732 | 1994-12-05,1.303571,1.370536,1.241071,1.294643,0.627113,246562400 733 | 1994-12-12,1.299107,1.370536,1.267857,1.330357,0.644413,265521200 734 | 1994-12-19,1.330357,1.406250,1.330357,1.388393,0.672525,223092800 735 | 1994-12-26,1.401786,1.424107,1.366071,1.392857,0.674687,91378000 736 | 1995-01-02,1.388393,1.540179,1.352679,1.500000,0.726586,353203200 737 | 1995-01-09,1.486607,1.716518,1.464286,1.602679,0.776322,666464400 738 | 1995-01-16,1.602679,1.678571,1.517857,1.522321,0.737398,490350000 739 | 1995-01-23,1.495536,1.522321,1.392857,1.424107,0.689824,419666800 740 | 1995-01-30,1.433036,1.504464,1.424107,1.446429,0.700637,281131200 741 | 1995-02-06,1.455357,1.578125,1.410714,1.562500,0.756860,418462800 742 | 1995-02-13,1.553571,1.589286,1.517857,1.517857,0.735236,243507600 743 | 1995-02-20,1.522321,1.526786,1.375000,1.392857,0.730813,369630800 744 | 1995-02-27,1.366071,1.455357,1.357143,1.437500,0.754237,282685200 745 | 1995-03-06,1.419643,1.441964,1.348214,1.410714,0.740183,245618800 746 | 1995-03-13,1.415179,1.415179,1.232143,1.254464,0.658201,579241600 747 | 1995-03-20,1.254464,1.410714,1.250000,1.348214,0.707390,318152800 748 | 1995-03-27,1.343750,1.343750,1.209821,1.258929,0.660543,446532800 749 | 1995-04-03,1.267857,1.357143,1.200893,1.312500,0.688651,466477200 750 | 1995-04-10,1.316964,1.415179,1.290179,1.366071,0.716759,245347200 751 | 1995-04-17,1.361607,1.410714,1.272321,1.397321,0.733156,428876000 752 | 1995-04-24,1.392857,1.415179,1.330357,1.366071,0.716759,277874800 753 | 1995-05-01,1.366071,1.424107,1.339286,1.388393,0.728471,244599600 754 | 1995-05-08,1.424107,1.560268,1.419643,1.558036,0.817481,539137200 755 | 1995-05-15,1.540179,1.584821,1.517857,1.526786,0.801084,420795200 756 | 1995-05-22,1.517857,1.584821,1.508929,1.524554,0.799913,302657600 757 | 1995-05-29,1.522321,1.531250,1.464286,1.504464,0.855655,162083600 758 | 1995-06-05,1.513393,1.584821,1.504464,1.553571,0.883584,254301600 759 | 1995-06-12,1.571429,1.593750,1.549107,1.566964,0.891201,159518800 760 | 1995-06-19,1.566964,1.790179,1.553571,1.741071,0.990224,634989600 761 | 1995-06-26,1.723214,1.732143,1.620536,1.658482,0.943251,258571600 762 | 1995-07-03,1.660714,1.758929,1.633929,1.736607,0.987684,196915600 763 | 1995-07-10,1.736607,1.781250,1.647321,1.741071,0.990224,356672400 764 | 1995-07-17,1.745536,1.776786,1.535714,1.562500,0.888662,522746000 765 | 1995-07-24,1.571429,1.696429,1.562500,1.625000,0.924209,308929600 766 | 1995-07-31,1.625000,1.629464,1.553571,1.580357,0.898818,262704400 767 | 1995-08-07,1.575893,1.593750,1.495536,1.537946,0.874698,292082000 768 | 1995-08-14,1.535714,1.625000,1.531250,1.602679,0.911513,316489600 769 | 1995-08-21,1.602679,1.651786,1.575893,1.598214,0.984011,291225200 770 | 1995-08-28,1.602679,1.607143,1.517857,1.533482,0.944155,224954800 771 | 1995-09-04,1.553571,1.618304,1.526786,1.598214,0.984011,204458800 772 | 1995-09-11,1.602679,1.625000,1.267857,1.281250,0.788858,646004800 773 | 1995-09-18,1.299107,1.339286,1.281250,1.323661,0.814970,544824000 774 | 1995-09-25,1.366071,1.366629,1.241071,1.330357,0.819093,407988000 775 | 1995-10-02,1.348214,1.375000,1.272321,1.274554,0.784735,375426800 776 | 1995-10-09,1.263393,1.316964,1.200893,1.285714,0.791606,375737600 777 | 1995-10-16,1.294643,1.412946,1.236607,1.254464,0.772366,551079200 778 | 1995-10-23,1.254464,1.267857,1.218750,1.241071,0.764120,206169600 779 | 1995-10-30,1.245536,1.325893,1.236607,1.303571,0.802601,247570400 780 | 1995-11-06,1.303571,1.464286,1.299107,1.419643,0.874065,472553200 781 | 1995-11-13,1.437500,1.517857,1.410714,1.433036,0.882311,331886800 782 | 1995-11-20,1.437500,1.441964,1.352679,1.435268,0.883685,137205600 783 | 1995-11-27,1.450893,1.450893,1.325893,1.343750,0.906166,194124000 784 | 1995-12-04,1.433036,1.433036,1.352679,1.406250,0.948313,332166800 785 | 1995-12-11,1.410714,1.415179,1.227679,1.258929,0.848966,508622800 786 | 1995-12-18,1.254464,1.258929,1.129464,1.151786,0.776714,507668000 787 | 1995-12-25,1.160714,1.191964,1.129464,1.138393,0.767682,240550800 788 | 1996-01-01,1.151786,1.223214,1.120536,1.223214,0.824882,328809600 789 | 1996-01-08,1.232143,1.267857,1.151786,1.209821,0.815851,474146400 790 | 1996-01-15,1.205357,1.241071,1.049107,1.066964,0.719514,620004000 791 | 1996-01-22,1.062500,1.214286,1.022321,1.093750,0.737577,831219200 792 | 1996-01-29,1.035714,1.062500,0.959261,1.044643,0.704461,543130000 793 | 1996-02-05,1.060268,1.071429,0.982143,0.991071,0.668335,343532000 794 | 1996-02-12,1.004464,1.031250,0.977679,0.982143,0.662314,216120800 795 | 1996-02-19,1.000000,1.080357,1.000000,1.066964,0.719514,239055600 796 | 1996-02-26,1.071429,1.075893,0.950893,0.959821,0.647261,199844400 797 | 1996-03-04,0.973214,0.977679,0.892857,0.928571,0.626188,203529200 798 | 1996-03-11,0.937500,0.941964,0.910714,0.924107,0.623177,129396400 799 | 1996-03-18,0.926339,0.946429,0.888393,0.906250,0.611135,141758400 800 | 1996-03-25,0.910714,0.919643,0.821429,0.877232,0.591567,304220000 801 | 1996-04-01,0.897321,0.924107,0.857143,0.861607,0.581030,104591200 802 | 1996-04-08,0.852679,0.946429,0.848214,0.910714,0.614146,189593600 803 | 1996-04-15,0.910714,0.928571,0.866071,0.895089,0.603609,164987200 804 | 1996-04-22,0.901786,0.910714,0.861607,0.883929,0.596083,193169200 805 | 1996-04-29,0.892857,0.892857,0.839286,0.852679,0.575009,166796000 806 | 1996-05-06,0.888393,0.977679,0.883929,0.973214,0.656293,259621600 807 | 1996-05-13,0.968750,1.031250,0.950893,0.986607,0.665325,232596000 808 | 1996-05-20,0.995536,1.004464,0.919643,0.955357,0.644251,159518800 809 | 1996-05-27,0.955357,0.973214,0.883929,0.933036,0.629198,146871200 810 | 1996-06-03,0.924107,0.928571,0.839286,0.870536,0.587051,506917600 811 | 1996-06-10,0.870536,0.890064,0.852679,0.854911,0.576514,186930800 812 | 1996-06-17,0.861607,0.861607,0.799107,0.808036,0.544904,194891200 813 | 1996-06-24,0.808036,0.808036,0.700893,0.750000,0.505767,279745200 814 | 1996-07-01,0.754464,0.767857,0.687500,0.696429,0.469641,153938400 815 | 1996-07-08,0.700893,0.709821,0.616071,0.645089,0.435020,276567200 816 | 1996-07-15,0.647321,0.776786,0.571429,0.741071,0.499746,454767600 817 | 1996-07-22,0.745536,0.785714,0.709821,0.785714,0.529851,196128800 818 | 1996-07-29,0.785714,0.812500,0.754464,0.772321,0.520820,178998400 819 | 1996-08-05,0.772321,0.834821,0.741071,0.825893,0.556946,193841200 820 | 1996-08-12,0.834821,0.843750,0.790179,0.803571,0.541893,144023600 821 | 1996-08-19,0.799107,0.857143,0.799107,0.852679,0.575009,210641200 822 | 1996-08-26,0.852679,0.892857,0.839286,0.866071,0.584040,188809600 823 | 1996-09-02,0.861607,0.879464,0.808036,0.821429,0.553935,172541600 824 | 1996-09-09,0.808036,0.812500,0.723214,0.750000,0.505767,219671200 825 | 1996-09-16,0.767857,0.861607,0.763393,0.816964,0.550925,268951200 826 | 1996-09-23,0.816964,0.816964,0.785714,0.796875,0.537378,120862000 827 | 1996-09-30,0.790179,0.883929,0.785714,0.814732,0.549420,315672000 828 | 1996-10-07,0.821429,0.879464,0.816964,0.866071,0.584040,192186400 829 | 1996-10-14,0.875000,0.991071,0.866071,0.948661,0.639735,594193600 830 | 1996-10-21,0.946429,0.950893,0.866071,0.875000,0.590062,180829600 831 | 1996-10-28,0.897321,0.897321,0.794643,0.866071,0.584040,245557200 832 | 1996-11-04,0.870536,0.937500,0.848214,0.937500,0.632209,248368400 833 | 1996-11-11,0.941964,0.941964,0.892857,0.892857,0.602104,124586000 834 | 1996-11-18,0.892857,0.906250,0.870536,0.901786,0.608125,138737200 835 | 1996-11-25,0.906250,0.910714,0.857143,0.861607,0.581030,80816400 836 | 1996-12-02,0.861607,0.910714,0.852679,0.897321,0.605114,253215200 837 | 1996-12-09,0.901786,0.906250,0.830357,0.830357,0.559956,170598400 838 | 1996-12-16,0.839286,0.843750,0.763393,0.839286,0.565978,298720800 839 | 1996-12-23,0.857143,0.866071,0.816964,0.825893,0.556946,152950000 840 | 1996-12-30,0.825893,0.830357,0.741071,0.776786,0.523830,227094000 841 | 1997-01-06,0.629464,0.656250,0.616071,0.651786,0.439536,1190067200 842 | 1997-01-13,0.660714,0.660714,0.593750,0.598214,0.403409,497767200 843 | 1997-01-20,0.602679,0.625000,0.598214,0.602679,0.406420,285675600 844 | 1997-01-27,0.611607,0.616071,0.589286,0.593750,0.400399,228967200 845 | 1997-02-03,0.602679,0.607143,0.540179,0.564732,0.380831,527503200 846 | 1997-02-10,0.575893,0.584821,0.553571,0.582589,0.392873,233707600 847 | 1997-02-17,0.593750,0.638393,0.571429,0.584821,0.394378,236401200 848 | 1997-02-24,0.580357,0.620536,0.580357,0.580357,0.391367,145930400 849 | 1997-03-03,0.589286,0.607143,0.571429,0.589286,0.397389,129180800 850 | 1997-03-10,0.593750,0.598214,0.571429,0.591518,0.398894,151048800 851 | 1997-03-17,0.580357,0.625000,0.566964,0.593750,0.400399,245389200 852 | 1997-03-24,0.589286,0.687500,0.574218,0.665179,0.448567,357380800 853 | 1997-03-31,0.665179,0.700893,0.616071,0.687500,0.463620,609260400 854 | 1997-04-07,0.705357,0.709821,0.647321,0.651786,0.439536,222656000 855 | 1997-04-14,0.656250,0.687500,0.642857,0.656250,0.442546,173882800 856 | 1997-04-21,0.665179,0.665179,0.620536,0.625000,0.421473,100153200 857 | 1997-04-28,0.633929,0.642857,0.598214,0.607143,0.409431,132622000 858 | 1997-05-05,0.607143,0.625000,0.584821,0.609375,0.410936,141792000 859 | 1997-05-12,0.616071,0.642857,0.607143,0.616071,0.415451,172485600 860 | 1997-05-19,0.625000,0.629464,0.589286,0.602679,0.406420,100783200 861 | 1997-05-26,0.598214,0.625000,0.584821,0.593750,0.400399,114534000 862 | 1997-06-02,0.607143,0.611607,0.589286,0.598214,0.403409,76179600 863 | 1997-06-09,0.595982,0.604911,0.562500,0.564732,0.380831,132504400 864 | 1997-06-16,0.566964,0.589286,0.549107,0.555804,0.374810,154280000 865 | 1997-06-23,0.553571,0.558036,0.522321,0.524554,0.353736,237316800 866 | 1997-06-30,0.526786,0.526786,0.464286,0.488839,0.329652,264650400 867 | 1997-07-07,0.497768,0.553571,0.455357,0.542411,0.365778,414159200 868 | 1997-07-14,0.544643,0.647321,0.531250,0.619418,0.417708,584861200 869 | 1997-07-21,0.627232,0.631696,0.558036,0.580357,0.391367,269749200 870 | 1997-07-28,0.587054,0.685268,0.580357,0.685268,0.462115,325446800 871 | 1997-08-04,0.685268,1.055804,0.685268,0.957589,0.645756,2654632400 872 | 1997-08-11,0.939732,0.944196,0.729911,0.830357,0.559956,1124057200 873 | 1997-08-18,0.832589,0.897321,0.812500,0.843750,0.568988,329554400 874 | 1997-08-25,0.843750,0.845982,0.767857,0.776786,0.523830,190204000 875 | 1997-09-01,0.785714,0.830357,0.783482,0.792411,0.534367,182355600 876 | 1997-09-08,0.794643,0.825893,0.758929,0.787946,0.531357,232951600 877 | 1997-09-15,0.781250,0.803571,0.767857,0.783482,0.528346,145499200 878 | 1997-09-22,0.790179,0.823661,0.750000,0.761161,0.513293,263760000 879 | 1997-09-29,0.774554,0.796875,0.763393,0.790179,0.532862,183979600 880 | 1997-10-06,0.792411,0.812500,0.756696,0.810268,0.546409,192290000 881 | 1997-10-13,0.812500,0.883929,0.709821,0.718750,0.484693,578292400 882 | 1997-10-20,0.718750,0.720982,0.589286,0.591518,0.398894,403326000 883 | 1997-10-27,0.598214,0.660714,0.566964,0.608257,0.410182,326575200 884 | 1997-11-03,0.627232,0.714286,0.609375,0.705357,0.475662,523605600 885 | 1997-11-10,0.750000,0.767857,0.625000,0.658482,0.444052,582836800 886 | 1997-11-17,0.674107,0.676339,0.638393,0.649554,0.438030,164301200 887 | 1997-11-24,0.627232,0.642857,0.602679,0.633929,0.427494,116127200 888 | 1997-12-01,0.631696,0.640625,0.555804,0.564732,0.380831,312054400 889 | 1997-12-08,0.555804,0.562500,0.495536,0.504464,0.340189,247254000 890 | 1997-12-15,0.504464,0.520089,0.473214,0.488839,0.329652,252369600 891 | 1997-12-22,0.495536,0.500000,0.462054,0.475446,0.320620,206004400 892 | 1997-12-29,0.475446,0.580357,0.455357,0.580357,0.391367,436293200 893 | 1998-01-05,0.589286,0.714286,0.526786,0.649554,0.438030,1291634400 894 | 1998-01-12,0.622768,0.712054,0.611607,0.671875,0.453083,637036400 895 | 1998-01-19,0.680804,0.705357,0.662946,0.696429,0.469641,248665200 896 | 1998-01-26,0.694196,0.703125,0.651786,0.654018,0.441041,196030800 897 | 1998-02-02,0.660714,0.667411,0.620536,0.660714,0.445557,412540800 898 | 1998-02-09,0.656250,0.709821,0.656250,0.696429,0.469641,385025200 899 | 1998-02-16,0.696429,0.747768,0.696429,0.714286,0.481683,350604800 900 | 1998-02-23,0.718750,0.852679,0.714286,0.843750,0.568988,690370800 901 | 1998-03-02,0.841518,0.883929,0.772321,0.872768,0.588556,723483600 902 | 1998-03-09,0.848214,0.973214,0.803571,0.968750,0.653283,953173200 903 | 1998-03-16,0.968750,0.973214,0.924107,0.941964,0.635219,366287600 904 | 1998-03-23,0.926339,1.000000,0.879464,0.962054,0.648767,484150800 905 | 1998-03-30,0.955357,0.993304,0.955357,0.966518,0.651777,275464000 906 | 1998-04-06,0.964286,0.964286,0.881696,0.915179,0.617156,258949600 907 | 1998-04-13,0.915179,1.058036,0.892857,0.997768,0.672851,900944800 908 | 1998-04-20,0.986607,1.053571,0.970982,0.997768,0.672851,460398400 909 | 1998-04-27,0.955357,1.008929,0.937500,1.000000,0.674356,300132000 910 | 1998-05-04,1.031250,1.093750,1.031250,1.087054,0.733061,677787600 911 | 1998-05-11,1.102679,1.129464,1.044643,1.055804,0.711987,418129600 912 | 1998-05-18,1.049107,1.066964,0.975446,0.995536,0.671346,259604800 913 | 1998-05-25,1.002232,1.008929,0.915179,0.950893,0.641240,299294800 914 | 1998-06-01,0.946429,0.986607,0.915179,0.959821,0.647261,230899200 915 | 1998-06-08,0.964286,1.035714,0.957589,1.004464,0.677367,258893600 916 | 1998-06-15,0.973214,1.020089,0.955357,0.966518,0.651777,177769200 917 | 1998-06-22,0.964286,1.029018,0.955357,1.006696,0.678872,235586400 918 | 1998-06-29,1.008929,1.073661,1.002232,1.035714,0.698440,227368400 919 | 1998-07-06,1.053571,1.200893,1.040179,1.145089,0.772198,578592000 920 | 1998-07-13,1.140625,1.361607,1.138393,1.316964,0.888103,1262447200 921 | 1998-07-20,1.305804,1.321429,1.207589,1.238839,0.835419,379635200 922 | 1998-07-27,1.223214,1.312500,1.178571,1.236607,0.833914,358184400 923 | 1998-08-03,1.223214,1.334821,1.187500,1.303571,0.879071,446600000 924 | 1998-08-10,1.296875,1.464286,1.294643,1.446429,0.975408,944851600 925 | 1998-08-17,1.464286,1.562500,1.392857,1.535714,1.035618,807030000 926 | 1998-08-24,1.551339,1.553571,1.218750,1.220982,0.823377,889680400 927 | 1998-08-31,1.241071,1.334821,1.093750,1.254464,0.845956,841831200 928 | 1998-09-07,1.357143,1.415179,1.276786,1.343750,0.906166,409164000 929 | 1998-09-14,1.366071,1.386161,1.270089,1.312500,0.885092,378492800 930 | 1998-09-21,1.274554,1.412946,1.261161,1.383929,0.933261,388214400 931 | 1998-09-28,1.419643,1.435268,1.218750,1.252232,0.844451,430880800 932 | 1998-10-05,1.214286,1.258929,1.017857,1.254464,0.845956,695637600 933 | 1998-10-12,1.339286,1.475446,1.267857,1.310268,0.883587,1325195200 934 | 1998-10-19,1.310268,1.363839,1.254464,1.267857,0.854987,490459200 935 | 1998-10-26,1.287946,1.390625,1.252232,1.325893,0.894124,509992000 936 | 1998-11-02,1.339286,1.406250,1.330357,1.359375,0.916703,664140400 937 | 1998-11-09,1.345982,1.361607,1.169643,1.274554,0.859503,970048800 938 | 1998-11-16,1.283482,1.328125,1.241071,1.261161,0.850471,417667600 939 | 1998-11-23,1.270089,1.314732,1.241071,1.252232,0.844451,338651600 940 | 1998-11-30,1.234375,1.316964,1.129464,1.169643,0.788756,934281600 941 | 1998-12-07,1.191964,1.214286,1.129464,1.205357,0.812840,730217600 942 | 1998-12-14,1.174107,1.263393,1.151786,1.256696,0.847461,565653200 943 | 1998-12-21,1.263393,1.446429,1.223214,1.401786,0.945303,735817600 944 | 1998-12-28,1.392857,1.482143,1.392857,1.462054,0.985945,405428800 945 | 1999-01-04,1.504464,1.674107,1.428571,1.607143,1.083786,1454854800 946 | 1999-01-11,1.633929,1.689732,1.428571,1.475446,0.994976,1289848000 947 | 1999-01-18,1.497768,1.511161,1.323661,1.383929,0.933261,564816000 948 | 1999-01-25,1.401786,1.484375,1.386161,1.470982,0.991966,472332000 949 | 1999-02-01,1.488839,1.497768,1.267857,1.296875,0.874556,541450000 950 | 1999-02-08,1.310268,1.419643,1.285714,1.345982,0.907671,681777600 951 | 1999-02-15,1.388393,1.388393,1.270089,1.328125,0.895629,364537600 952 | 1999-02-22,1.334821,1.412946,1.232143,1.243304,0.838430,441364000 953 | 1999-03-01,1.243304,1.261161,1.156250,1.185268,0.799293,574884800 954 | 1999-03-08,1.187500,1.238839,1.142857,1.185268,0.799293,540425200 955 | 1999-03-15,1.189732,1.287946,1.174107,1.196429,0.806819,470472800 956 | 1999-03-22,1.214286,1.256696,1.160714,1.187500,0.800798,515779600 957 | 1999-03-29,1.196429,1.325893,1.194196,1.287946,0.868535,451950800 958 | 1999-04-05,1.285714,1.368304,1.283482,1.312500,0.885092,516572000 959 | 1999-04-12,1.250000,1.323661,1.225446,1.265625,0.853482,931481600 960 | 1999-04-19,1.274554,1.408482,1.196429,1.399554,0.943798,896022400 961 | 1999-04-26,1.410714,1.683036,1.401786,1.642857,1.107871,1562652000 962 | 1999-05-03,1.645089,1.785714,1.526786,1.638393,1.104860,932209600 963 | 1999-05-10,1.669643,1.676339,1.555804,1.584821,1.068734,442218000 964 | 1999-05-17,1.562500,1.642857,1.517857,1.569196,1.058197,452079600 965 | 1999-05-24,1.558036,1.584821,1.462054,1.573661,1.061208,400719200 966 | 1999-05-31,1.607143,1.720982,1.571429,1.718750,1.159050,459818800 967 | 1999-06-07,1.718750,1.750000,1.651786,1.658482,1.118408,396956000 968 | 1999-06-14,1.660714,1.716518,1.611607,1.683036,1.134966,236238800 969 | 1999-06-21,1.678571,1.687500,1.502232,1.506696,1.016050,386304800 970 | 1999-06-28,1.515625,1.676339,1.513393,1.654018,1.115397,318561600 971 | 1999-07-05,1.640625,1.986607,1.636161,1.986607,1.339681,946677200 972 | 1999-07-12,1.982143,2.022321,1.832589,1.895089,1.277965,828758000 973 | 1999-07-19,1.926339,1.993304,1.825893,1.904018,1.283986,589330000 974 | 1999-07-26,1.888393,2.004464,1.816964,1.988839,1.341186,433655600 975 | 1999-08-02,1.986607,2.071429,1.861607,1.933036,1.303555,465085600 976 | 1999-08-09,1.940846,2.214286,1.915179,2.145089,1.446554,616098000 977 | 1999-08-16,2.136161,2.214286,2.078125,2.113839,1.425480,486102400 978 | 1999-08-23,2.120536,2.321429,2.118304,2.312500,1.559448,501079600 979 | 1999-08-30,2.321429,2.687500,2.214286,2.625000,1.770185,1072545600 980 | 1999-09-06,2.633929,2.783482,2.625000,2.765625,1.865016,684961200 981 | 1999-09-13,2.752232,2.825893,2.638393,2.747768,1.852974,429758000 982 | 1999-09-20,2.750000,2.861607,2.250000,2.319196,1.563964,1815256800 983 | 1999-09-27,2.370536,2.383929,2.051339,2.204239,1.486442,1135828400 984 | 1999-10-04,2.227679,2.486607,2.227679,2.341518,1.579017,766631600 985 | 1999-10-11,2.357143,2.707589,2.276786,2.662946,1.795774,1133896400 986 | 1999-10-18,2.638393,2.758929,2.444196,2.640625,1.780722,1023338400 987 | 1999-10-25,2.651786,2.895089,2.618304,2.861607,1.929743,539560000 988 | 1999-11-01,2.857143,3.156250,2.761161,3.154018,2.126931,450542400 989 | 1999-11-08,3.133929,3.490511,3.098214,3.236607,2.182626,721733600 990 | 1999-11-15,3.200893,3.383929,3.145089,3.301339,2.226278,383908000 991 | 1999-11-22,3.276786,3.410714,3.160714,3.395089,2.289500,273212800 992 | 1999-11-29,3.366071,4.127232,3.330357,4.107143,2.769677,785296400 993 | 1999-12-06,4.091518,4.214286,3.535714,3.678571,2.480668,704278400 994 | 1999-12-13,3.656807,3.660714,3.252232,3.571429,2.408415,636910400 995 | 1999-12-20,3.555804,3.734375,3.450893,3.696429,2.492709,287047600 996 | 1999-12-27,3.727679,3.729911,3.392857,3.671875,2.476151,267856400 997 | 2000-01-03,3.745536,4.017857,3.392857,3.553571,2.396373,763800800 998 | 2000-01-10,3.642857,3.651786,3.089286,3.587054,2.418951,836435600 999 | 2000-01-17,3.607143,4.339286,3.587054,3.975446,2.680867,845969600 1000 | 2000-01-24,3.872768,4.078125,3.593750,3.629464,2.447552,517168400 1001 | 2000-01-31,3.607143,3.928571,3.375000,3.857143,2.601088,596106000 1002 | 2000-02-07,3.857143,4.183036,3.783482,3.883929,2.619151,416077200 1003 | 2000-02-14,3.904018,4.283482,3.879464,3.973214,2.679362,438617200 1004 | 2000-02-21,3.933036,4.254464,3.810268,3.941964,2.658288,380242800 1005 | 2000-02-28,3.933036,4.716518,3.870536,4.571429,3.082771,602229600 1006 | 2000-03-06,4.500000,4.611607,4.223214,4.491071,3.028581,320031600 1007 | 2000-03-13,4.361607,4.517857,4.071429,4.464286,3.010519,464822400 1008 | 2000-03-20,4.410714,5.370536,4.343750,4.953125,3.340170,576573200 1009 | 2000-03-27,4.915179,5.169643,4.479911,4.850446,3.270928,385254800 1010 | 2000-04-03,4.839286,4.982143,4.169643,4.705357,3.173086,487155200 1011 | 2000-04-10,4.703125,4.741071,3.745536,3.995536,2.694414,723167200 1012 | 2000-04-17,3.910714,4.651786,3.895089,4.245536,2.863003,510689200 1013 | 2000-04-24,4.107143,4.598214,4.098214,4.430804,2.987939,444589600 1014 | 2000-05-01,4.459821,4.508929,3.948661,4.040179,2.724520,409004400 1015 | 2000-05-08,4.003346,4.060268,3.526786,3.843750,2.592056,463447600 1016 | 2000-05-15,3.859375,3.895089,3.334821,3.357143,2.263910,657980400 1017 | 2000-05-22,3.348214,3.348214,2.964286,3.084821,2.080268,634863600 1018 | 2000-05-29,3.129464,3.562500,2.870536,3.305804,2.229289,710813600 1019 | 2000-06-05,3.332589,3.517857,3.203125,3.419643,2.306058,419263600 1020 | 2000-06-12,3.441964,3.444196,3.149554,3.256696,2.196174,367844400 1021 | 2000-06-19,3.234375,4.116071,3.207589,3.691964,2.489698,514518200 1022 | 2000-06-26,3.750000,3.964286,3.647321,3.741071,2.522814,300503000 1023 | 2000-07-03,3.723214,3.941964,3.544643,3.888393,2.622162,227298400 1024 | 2000-07-10,3.863836,4.330357,3.839286,4.120536,2.778708,404265400 1025 | 2000-07-17,4.160714,4.205357,3.696429,3.825893,2.580014,424522000 1026 | 2000-07-24,3.754464,3.803571,3.348214,3.450893,2.327131,341782000 1027 | 2000-07-31,3.511157,3.687500,3.160714,3.383929,2.281973,264489400 1028 | 2000-08-07,3.419643,3.504464,3.254464,3.406250,2.297026,308358400 1029 | 2000-08-14,3.399550,3.745536,3.308036,3.571429,2.408415,218902600 1030 | 2000-08-21,3.589286,4.107143,3.544643,4.058036,2.736561,323339800 1031 | 2000-08-28,4.089286,4.544643,4.075893,4.531250,3.055676,396974200 1032 | 2000-09-04,4.475443,4.580357,4.125000,4.205357,2.835908,266757400 1033 | 2000-09-11,4.191964,4.312500,3.875000,3.945307,2.660542,375607400 1034 | 2000-09-18,3.946429,4.388393,3.571429,3.727679,2.513784,540156400 1035 | 2000-09-25,3.767857,3.964286,1.812500,1.839286,1.240334,2382493400 1036 | 2000-10-02,1.906250,1.910714,1.500000,1.584821,1.068734,1853649000 1037 | 2000-10-09,1.616071,1.633929,1.366071,1.575893,1.062713,1231476400 1038 | 2000-10-16,1.593750,1.660714,1.308036,1.392857,0.939282,1138537400 1039 | 2000-10-23,1.447543,1.491071,1.250000,1.325893,0.894124,871516800 1040 | 2000-10-30,1.366071,1.642857,1.339286,1.589286,1.071744,801738000 1041 | 2000-11-06,1.602679,1.616071,1.361607,1.361607,0.918208,504154000 1042 | 2000-11-13,1.339286,1.464286,1.303571,1.321429,0.891113,452181800 1043 | 2000-11-20,1.328121,1.392857,1.303571,1.379464,0.930250,287870800 1044 | 2000-11-27,1.419643,1.424107,1.151786,1.218750,0.821872,553842800 1045 | 2000-12-04,1.227679,1.245536,1.000000,1.075893,0.725535,801126200 1046 | 2000-12-11,1.084821,1.142857,1.000000,1.004464,0.677367,460230400 1047 | 2000-12-18,1.040179,1.089286,0.973214,1.071429,0.722524,487510800 1048 | 2000-12-25,1.062500,1.071429,1.013393,1.062500,0.716503,369448800 1049 | 2001-01-01,1.062500,1.321429,1.031250,1.169643,0.788756,605284400 1050 | 2001-01-08,1.209821,1.321429,1.138393,1.227679,0.827892,692630400 1051 | 2001-01-15,1.245536,1.397321,1.178571,1.392857,0.939282,787666600 1052 | 2001-01-22,1.361607,1.495536,1.316964,1.397321,0.942293,772119600 1053 | 2001-01-29,1.397321,1.607143,1.397321,1.473214,0.993472,768923400 1054 | 2001-02-05,1.464286,1.527900,1.334821,1.366071,0.921218,584231200 1055 | 2001-02-12,1.361607,1.468750,1.321429,1.357143,0.915198,348909400 1056 | 2001-02-19,1.370536,1.424107,1.285714,1.343750,0.906166,357744800 1057 | 2001-02-26,1.361607,1.459821,1.227679,1.375000,0.927240,449962800 1058 | 2001-03-05,1.383929,1.575893,1.375000,1.446429,0.975408,494877600 1059 | 2001-03-12,1.406250,1.526786,1.294643,1.401786,0.945303,577939600 1060 | 2001-03-19,1.410714,1.683036,1.383929,1.642857,1.107871,723695000 1061 | 2001-03-26,1.652143,1.696429,1.509286,1.576429,1.063074,719087600 1062 | 2001-04-02,1.577857,1.618571,1.339286,1.470714,0.991785,541683800 1063 | 2001-04-09,1.477857,1.644286,1.432857,1.601429,1.079933,339246600 1064 | 2001-04-16,1.577857,1.839286,1.400000,1.788571,1.206134,1159585000 1065 | 2001-04-23,1.738571,1.877857,1.679286,1.871429,1.262009,625538200 1066 | 2001-04-30,1.907143,1.937143,1.711429,1.839286,1.240334,468287400 1067 | 2001-05-07,1.830000,1.840000,1.625714,1.632143,1.100646,352224600 1068 | 2001-05-14,1.635000,1.821429,1.625000,1.680714,1.133400,339936800 1069 | 2001-05-21,1.687857,1.723571,1.607143,1.625714,1.096310,396363800 1070 | 2001-05-28,1.594286,1.607143,1.378571,1.492143,1.006236,548009000 1071 | 2001-06-04,1.505714,1.550000,1.452143,1.522857,1.026948,411174400 1072 | 2001-06-11,1.503571,1.552143,1.382143,1.460000,0.984560,465313800 1073 | 2001-06-18,1.457857,1.642857,1.427143,1.590000,1.072226,431494000 1074 | 2001-06-25,1.607143,1.792857,1.603571,1.660714,1.119913,487565400 1075 | 2001-07-02,1.688571,1.730714,1.551429,1.573571,1.061147,199451000 1076 | 2001-07-09,1.577857,1.786429,1.488571,1.775000,1.196982,568197000 1077 | 2001-07-16,1.777143,1.801429,1.392143,1.427143,0.962403,842308600 1078 | 2001-07-23,1.435000,1.464286,1.275000,1.354286,0.913271,434222600 1079 | 2001-07-30,1.365714,1.421429,1.322143,1.392857,0.939282,305166400 1080 | 2001-08-06,1.360000,1.407143,1.324286,1.358571,0.916161,232999200 1081 | 2001-08-13,1.364286,1.382857,1.283571,1.290714,0.870401,290686200 1082 | 2001-08-20,1.295714,1.330000,1.255714,1.326429,0.894485,279847400 1083 | 2001-08-27,1.328571,1.378571,1.234286,1.325000,0.893522,293237000 1084 | 2001-09-03,1.321429,1.362857,1.228571,1.234286,0.832348,308117600 1085 | 2001-09-10,1.214286,1.250000,1.208571,1.240714,0.836683,77211400 1086 | 2001-09-17,1.142857,1.265714,1.048571,1.123571,0.757687,535029600 1087 | 2001-09-24,1.150714,1.202857,1.066429,1.107857,0.747090,462522200 1088 | 2001-10-01,1.106429,1.160714,1.059286,1.152857,0.777436,467735800 1089 | 2001-10-08,1.112143,1.291429,1.107143,1.286429,0.867511,327936000 1090 | 2001-10-15,1.282143,1.315000,1.211429,1.307143,0.881480,396650800 1091 | 2001-10-22,1.300714,1.387143,1.267857,1.333571,0.899302,496315400 1092 | 2001-10-29,1.326429,1.347143,1.218571,1.326429,0.894485,324973600 1093 | 2001-11-05,1.345714,1.437857,1.323571,1.336429,0.901229,352809800 1094 | 2001-11-12,1.332857,1.421429,1.282857,1.355000,0.913753,272753600 1095 | 2001-11-19,1.357143,1.442857,1.354286,1.417143,0.955659,217690200 1096 | 2001-11-26,1.424286,1.539286,1.420000,1.521429,1.025985,371632800 1097 | 2001-12-03,1.504286,1.716429,1.471429,1.610000,1.085713,418153400 1098 | 2001-12-10,1.592143,1.642143,1.435000,1.456429,0.982151,238918400 1099 | 2001-12-17,1.457143,1.548571,1.442143,1.500000,1.011534,294026600 1100 | 2001-12-24,1.492857,1.642857,1.492857,1.602143,1.080415,171915800 1101 | 2001-12-31,1.607857,1.710714,1.559286,1.692143,1.141107,422315600 1102 | 2002-01-07,1.694286,1.714286,1.446429,1.503571,1.013943,505999200 1103 | 2002-01-14,1.500714,1.624286,1.464286,1.583571,1.067891,568149400 1104 | 2002-01-21,1.590714,1.679286,1.542143,1.660714,1.119913,325127600 1105 | 2002-01-28,1.671429,1.782857,1.622857,1.743571,1.175788,441274400 1106 | 2002-02-04,1.737143,1.855714,1.669286,1.716429,1.157484,570000200 1107 | 2002-02-11,1.709286,1.802857,1.695714,1.707143,1.151222,364028000 1108 | 2002-02-18,1.697143,1.705000,1.532143,1.624286,1.095347,382232200 1109 | 2002-02-25,1.632143,1.765714,1.495714,1.675000,1.129547,630767200 1110 | 2002-03-04,1.661429,1.792143,1.625714,1.761429,1.187830,344297800 1111 | 2002-03-11,1.757143,1.795714,1.705000,1.782143,1.201799,293951000 1112 | 2002-03-18,1.782143,1.807143,1.661429,1.720714,1.160374,414941800 1113 | 2002-03-25,1.719286,1.720714,1.642857,1.690714,1.140144,189207200 1114 | 2002-04-01,1.670000,1.799286,1.662857,1.767143,1.191684,308554400 1115 | 2002-04-08,1.725714,1.800000,1.698571,1.790000,1.207098,351380400 1116 | 2002-04-15,1.790000,1.869286,1.771429,1.784286,1.203244,521829000 1117 | 2002-04-22,1.774286,1.780714,1.642857,1.643571,1.108353,285632200 1118 | 2002-04-29,1.654286,1.741429,1.649286,1.679286,1.132437,309520400 1119 | 2002-05-06,1.667857,1.751429,1.581429,1.665714,1.123285,347277000 1120 | 2002-05-13,1.680000,1.855714,1.638571,1.786429,1.204689,397871600 1121 | 2002-05-20,1.755000,1.802857,1.665714,1.725000,1.163264,344338400 1122 | 2002-05-27,1.692143,1.745714,1.662857,1.664286,1.122321,233345000 1123 | 2002-06-03,1.670714,1.675000,1.495000,1.528571,1.030802,433097000 1124 | 2002-06-10,1.534286,1.560000,1.293571,1.435714,0.968182,483193200 1125 | 2002-06-17,1.445714,1.473571,1.199286,1.203571,0.811636,807312800 1126 | 2002-06-24,1.197857,1.272857,1.141429,1.265714,0.853542,453401200 1127 | 2002-07-01,1.265000,1.339286,1.196429,1.338571,0.902674,222139400 1128 | 2002-07-08,1.322857,1.342143,1.212143,1.250714,0.843427,365500800 1129 | 2002-07-15,1.245000,1.328571,1.037857,1.068571,0.720598,725729200 1130 | 2002-07-22,1.053571,1.087143,0.985714,1.024286,0.690733,481110000 1131 | 2002-07-29,1.034286,1.107857,1.017857,1.032143,0.696032,337128400 1132 | 2002-08-05,1.036429,1.098571,0.997857,1.071429,0.722524,310654400 1133 | 2002-08-12,1.064286,1.150000,1.038571,1.129286,0.761541,354005400 1134 | 2002-08-19,1.127143,1.160714,1.103571,1.123571,0.757687,256792200 1135 | 2002-08-26,1.139286,1.139286,1.036429,1.053571,0.710482,264465600 1136 | 2002-09-02,1.035000,1.055714,1.003571,1.027143,0.692660,276341800 1137 | 2002-09-09,1.020000,1.042857,1.003571,1.012143,0.682545,290726800 1138 | 2002-09-16,1.010000,1.077857,1.008571,1.062143,0.716263,400503600 1139 | 2002-09-23,1.054286,1.085000,1.028571,1.051429,0.709037,295962800 1140 | 2002-09-30,1.028571,1.045000,0.999286,1.002143,0.675801,304547600 1141 | 2002-10-07,0.997857,1.055714,0.954286,1.036429,0.698922,417820200 1142 | 2002-10-14,1.039286,1.089286,0.992857,1.024286,0.690733,416285800 1143 | 2002-10-21,1.018571,1.103571,1.000000,1.101429,0.742755,279881000 1144 | 2002-10-28,1.110714,1.178571,1.068571,1.168571,0.788034,341205200 1145 | 2002-11-04,1.178571,1.241429,1.108571,1.131429,0.762986,332536400 1146 | 2002-11-11,1.124286,1.172143,1.080000,1.139286,0.768284,227803800 1147 | 2002-11-18,1.156429,1.174286,1.072143,1.143571,0.771174,307652800 1148 | 2002-11-25,1.145000,1.152857,1.090714,1.107143,0.746609,217480200 1149 | 2002-12-02,1.135714,1.150000,1.035714,1.067857,0.720116,360281600 1150 | 2002-12-09,1.067143,1.110714,1.046429,1.056429,0.712409,278079200 1151 | 2002-12-16,1.057857,1.085000,0.984286,1.010000,0.681100,322651000 1152 | 2002-12-23,1.011429,1.057857,1.000714,1.004286,0.677246,82656000 1153 | 2002-12-30,1.005714,1.066429,0.988571,1.064286,0.717708,171162600 1154 | 2003-01-06,1.073571,1.098571,1.031429,1.051429,0.709037,338219000 1155 | 2003-01-13,1.064286,1.064286,1.005714,1.007143,0.679173,390691000 1156 | 2003-01-20,1.015000,1.029286,0.968571,0.985714,0.664722,250580400 1157 | 2003-01-27,0.977143,1.078571,0.975000,1.025714,0.691697,449747200 1158 | 2003-02-03,1.029286,1.066429,1.005000,1.010714,0.681581,313166000 1159 | 2003-02-10,1.018571,1.051429,1.004286,1.047857,0.706629,253286600 1160 | 2003-02-17,1.053571,1.092857,1.046429,1.071429,0.722524,228265800 1161 | 2003-02-24,1.061429,1.077857,0.985714,1.072143,0.723006,233857400 1162 | 2003-03-03,1.072143,1.082857,1.022143,1.037857,0.699885,189425600 1163 | 2003-03-10,1.036429,1.072143,1.004286,1.055714,0.711927,251717200 1164 | 2003-03-17,1.063571,1.082143,1.042857,1.071429,0.722524,308084000 1165 | 2003-03-24,1.047857,1.059286,1.021429,1.040714,0.701812,193709600 1166 | 2003-03-31,1.023571,1.050000,1.002857,1.029286,0.694105,218526000 1167 | 2003-04-07,1.060714,1.067857,0.923571,0.942857,0.635821,493082800 1168 | 2003-04-14,0.979286,0.982143,0.908571,0.937143,0.631968,609840000 1169 | 2003-04-21,0.937857,0.973571,0.927143,0.953571,0.643047,298249000 1170 | 2003-04-28,0.962857,1.042143,0.959286,1.032143,0.696032,554288000 1171 | 2003-05-05,1.055000,1.314286,1.053571,1.307143,0.881480,1350175400 1172 | 2003-05-12,1.296429,1.357857,1.282143,1.342857,0.905564,462070000 1173 | 2003-05-19,1.323571,1.332143,1.257143,1.308571,0.882443,388074400 1174 | 2003-05-26,1.282857,1.350000,1.252143,1.282143,0.864621,336581000 1175 | 2003-06-02,1.292857,1.306429,1.215714,1.225000,0.826086,374383800 1176 | 2003-06-09,1.210000,1.282143,1.187857,1.244286,0.839092,276386600 1177 | 2003-06-16,1.257143,1.400714,1.246429,1.371429,0.924831,402262000 1178 | 2003-06-23,1.378571,1.406429,1.320000,1.337857,0.902192,419763400 1179 | 2003-06-30,1.334286,1.396429,1.322143,1.366429,0.921459,216553400 1180 | 2003-07-07,1.376429,1.464286,1.366429,1.417857,0.956141,266112000 1181 | 2003-07-14,1.429286,1.512857,1.384286,1.490000,1.004791,424008200 1182 | 2003-07-21,1.477857,1.540714,1.450000,1.538571,1.037545,242797800 1183 | 2003-07-28,1.535714,1.535714,1.440714,1.480714,0.998529,248035200 1184 | 2003-08-04,1.466429,1.535714,1.387143,1.402857,0.946025,259264600 1185 | 2003-08-11,1.415714,1.452857,1.390000,1.407857,0.949397,226102800 1186 | 2003-08-18,1.418571,1.571429,1.408571,1.491429,1.005754,276316600 1187 | 2003-08-25,1.484286,1.632143,1.453571,1.615000,1.089085,277806200 1188 | 2003-09-01,1.618571,1.665714,1.600000,1.607143,1.083786,237718600 1189 | 2003-09-08,1.605714,1.652857,1.578571,1.650000,1.112688,241544800 1190 | 2003-09-15,1.629286,1.646429,1.560714,1.612857,1.087640,311028200 1191 | 2003-09-22,1.584286,1.607143,1.439286,1.477857,0.996602,383797400 1192 | 2003-09-29,1.535000,1.561429,1.442143,1.549286,1.044770,347725000 1193 | 2003-10-06,1.547857,1.700714,1.541429,1.691429,1.140625,409439800 1194 | 2003-10-13,1.695000,1.786429,1.600714,1.625000,1.095829,625220400 1195 | 2003-10-20,1.614286,1.671429,1.587857,1.614286,1.088603,250565000 1196 | 2003-10-27,1.625000,1.714286,1.600000,1.635000,1.102572,289879800 1197 | 2003-11-03,1.630714,1.664286,1.603571,1.607143,1.083786,370441400 1198 | 2003-11-10,1.603571,1.622857,1.520000,1.532857,1.033692,299793200 1199 | 2003-11-17,1.525000,1.526429,1.417857,1.448571,0.976853,330365000 1200 | 2003-11-24,1.464286,1.519286,1.446429,1.493571,1.007199,242926600 1201 | 2003-12-01,1.502857,1.564286,1.480714,1.489286,1.004309,280561400 1202 | 2003-12-08,1.484286,1.524286,1.425714,1.492143,1.006236,232632400 1203 | 2003-12-15,1.535000,1.535000,1.401429,1.407143,0.948915,455400400 1204 | 2003-12-22,1.403571,1.493571,1.375000,1.484286,1.000937,241683400 1205 | 2003-12-29,1.493571,1.553571,1.490000,1.520000,1.025022,189351400 1206 | 2004-01-05,1.530000,1.723571,1.530000,1.642857,1.107871,594750800 1207 | 2004-01-12,1.660714,1.774286,1.607143,1.622857,1.094384,794409000 1208 | 2004-01-19,1.619286,1.640714,1.584286,1.611429,1.086677,243695200 1209 | 2004-01-26,1.604286,1.670000,1.585000,1.611429,1.086677,312935000 1210 | 2004-02-02,1.604286,1.636429,1.550000,1.622143,1.093902,329995400 1211 | 2004-02-09,1.615714,1.721429,1.602857,1.642857,1.107871,323029000 1212 | 2004-02-16,1.650000,1.688571,1.586429,1.600000,1.078970,228319000 1213 | 2004-02-23,1.595714,1.715714,1.563571,1.708571,1.152186,349164200 1214 | 2004-03-01,1.721429,1.963571,1.685714,1.910000,1.288020,751080400 1215 | 2004-03-08,1.901429,2.010000,1.839286,1.968571,1.327518,768318600 1216 | 2004-03-15,1.930714,1.953571,1.813571,1.847143,1.245632,557060000 1217 | 2004-03-22,1.812143,1.954286,1.801429,1.931429,1.302471,554775200 1218 | 2004-03-29,1.955000,1.999286,1.901429,1.964286,1.324628,423497200 1219 | 2004-04-05,1.962857,2.026428,1.922857,1.966429,1.326073,284925200 1220 | 2004-04-12,1.964286,2.112857,1.879286,2.084286,1.405551,867762000 1221 | 2004-04-19,2.008571,2.053571,1.932143,1.978571,1.334261,513290400 1222 | 2004-04-26,1.970000,1.974286,1.820714,1.841429,1.241779,418363400 1223 | 2004-05-03,1.857143,1.969286,1.821429,1.905000,1.284648,374579800 1224 | 2004-05-10,1.876429,1.980000,1.852857,1.932857,1.303434,322056000 1225 | 2004-05-17,1.907143,1.964286,1.882857,1.936429,1.305843,314573000 1226 | 2004-05-24,1.949286,2.055714,1.936429,2.004286,1.351603,314860000 1227 | 2004-05-31,1.985000,2.089286,1.972143,2.055714,1.386283,287722400 1228 | 2004-06-07,2.074286,2.212143,2.057857,2.195714,1.480693,329569800 1229 | 2004-06-14,2.189286,2.386429,2.107143,2.350714,1.585219,638958600 1230 | 2004-06-21,2.365714,2.416429,2.294286,2.407143,1.623272,429384200 1231 | 2004-06-28,2.441429,2.442143,2.123571,2.220000,1.497071,684329800 1232 | 2004-07-05,2.233572,2.244286,2.139286,2.145000,1.446494,297304000 1233 | 2004-07-12,2.144286,2.402143,2.052857,2.300000,1.551020,979925800 1234 | 2004-07-19,2.286429,2.336429,2.177143,2.192857,1.478767,441466200 1235 | 2004-07-26,2.203571,2.357143,2.198571,2.310000,1.557763,392292600 1236 | 2004-08-02,2.227143,2.307143,2.121428,2.127143,1.434452,397500600 1237 | 2004-08-09,2.132143,2.252857,2.129286,2.202857,1.485510,379631000 1238 | 2004-08-16,2.214286,2.275714,2.167857,2.200000,1.483584,457262400 1239 | 2004-08-23,2.204286,2.512857,2.185714,2.453571,1.654581,619771600 1240 | 2004-08-30,2.428571,2.570714,2.425714,2.516428,1.696969,452555600 1241 | 2004-09-06,2.528571,2.612143,2.516428,2.562143,1.727797,358709400 1242 | 2004-09-13,2.562857,2.670000,2.484286,2.652857,1.788971,443423400 1243 | 2004-09-20,2.634286,2.776428,2.629286,2.663571,1.796196,450058000 1244 | 2004-09-27,2.639286,2.805000,2.630714,2.762143,1.862668,478657200 1245 | 2004-10-04,2.798571,2.923571,2.742857,2.790000,1.881454,552981800 1246 | 2004-10-11,2.771429,3.267857,2.689286,3.250000,2.191657,1436656200 1247 | 2004-10-18,3.192857,3.453571,3.192857,3.386429,2.283659,953856400 1248 | 2004-10-25,3.371428,3.800000,3.355000,3.742857,2.524019,963746000 1249 | 2004-11-01,3.750000,4.007857,3.717143,3.908571,2.635769,1167471200 1250 | 2004-11-08,3.876429,3.977857,3.812857,3.964286,2.673340,578590600 1251 | 2004-11-15,3.942857,4.065000,3.872857,3.940714,2.657445,573332200 1252 | 2004-11-22,4.414286,4.697143,4.135714,4.610714,3.109264,1355148200 1253 | 2004-11-29,4.925000,4.969285,4.410714,4.477143,3.019189,1442070000 1254 | 2004-12-06,4.589286,4.766428,4.432143,4.653572,3.138165,1128499400 1255 | 2004-12-13,4.687143,4.821429,4.614286,4.642143,3.130458,779683800 1256 | 2004-12-20,4.676429,4.714286,4.400000,4.572143,3.083253,761075000 1257 | 2004-12-27,4.628572,4.653572,4.432143,4.600000,3.102039,561184400 1258 | 2005-01-03,4.627143,4.973571,4.471428,4.946429,3.335655,1350560400 1259 | 2005-01-10,4.987857,5.315714,4.521429,5.014286,3.381414,2798024600 1260 | 2005-01-17,4.989286,5.114286,4.839286,5.035000,3.395384,896152600 1261 | 2005-01-24,5.070000,5.284286,5.039286,5.284286,3.563490,962049200 1262 | 2005-01-31,5.327143,5.707857,5.322143,5.631429,3.797588,1168690600 1263 | 2005-02-07,5.637857,5.856429,5.475714,5.800714,3.911748,1225001400 1264 | 2005-02-14,5.909286,6.491428,5.860714,6.200714,4.181489,1976163000 1265 | 2005-02-21,6.164286,6.422143,6.092143,6.356429,4.286497,1249753400 1266 | 2005-02-28,6.382857,6.448571,5.888571,6.115714,4.124170,936558000 1267 | 2005-03-07,6.114286,6.178571,5.547143,5.752857,3.879475,1051122100 1268 | 2005-03-14,5.788571,6.205714,5.645714,6.137143,4.138620,888469400 1269 | 2005-03-21,6.184286,6.281428,6.002857,6.071429,4.094305,513767800 1270 | 2005-03-28,6.107143,6.137143,5.795714,5.841429,3.939204,602286300 1271 | 2005-04-04,5.855714,6.350000,5.737143,6.248571,4.213763,677004300 1272 | 2005-04-11,6.307143,6.321429,5.040000,5.050000,3.405499,1913987600 1273 | 2005-04-18,5.000000,5.391428,4.857143,5.071429,3.419950,1238168400 1274 | 2005-04-25,5.212857,5.358572,5.031428,5.151429,3.473897,854398300 1275 | 2005-05-02,5.172857,5.332857,5.145714,5.320000,3.587575,531112400 1276 | 2005-05-09,5.325714,5.350000,4.730000,4.967143,3.349623,1127723800 1277 | 2005-05-16,4.937143,5.382857,4.932857,5.364286,3.617439,736293600 1278 | 2005-05-23,5.407143,5.848571,5.407143,5.794286,3.907413,718392500 1279 | 2005-05-30,5.808571,5.822857,5.395714,5.462857,3.683911,547215200 1280 | 2005-06-06,5.475714,5.518571,5.074286,5.115714,3.449813,757606500 1281 | 2005-06-13,5.127143,5.505714,5.107143,5.472857,3.690655,622690600 1282 | 2005-06-20,5.407143,5.682857,5.340000,5.394286,3.637670,551033000 1283 | 2005-06-27,5.262857,5.442857,5.160000,5.214286,3.516285,516805100 1284 | 2005-07-04,5.221428,5.468572,5.214286,5.464286,3.684874,380838500 1285 | 2005-07-11,5.481429,6.001429,5.397143,5.935714,4.002786,1061101300 1286 | 2005-07-18,5.915714,6.291429,5.867143,6.285714,4.238810,604031400 1287 | 2005-07-25,6.284286,6.340000,6.037143,6.092857,4.108757,415090200 1288 | 2005-08-01,6.081429,6.214286,6.002857,6.141428,4.141510,345170700 1289 | 2005-08-08,6.142857,6.602857,6.087143,6.585714,4.441117,526547000 1290 | 2005-08-15,6.640000,6.904286,6.535714,6.547143,4.415106,735800800 1291 | 2005-08-22,6.592857,6.731429,6.465714,6.534286,4.406435,448179900 1292 | 2005-08-29,6.467143,6.738572,6.465714,6.602857,4.452678,439189800 1293 | 2005-09-05,6.671429,7.335714,6.650000,7.330000,4.943030,774993800 1294 | 2005-09-12,7.300000,7.375714,7.047143,7.315714,4.933397,606566800 1295 | 2005-09-19,7.292857,7.687143,7.292857,7.600000,5.125106,765123100 1296 | 2005-09-26,7.718572,7.794286,7.227143,7.658571,5.164606,795572400 1297 | 2005-10-03,7.737143,7.907143,7.221428,7.328571,4.942068,773300500 1298 | 2005-10-10,7.394286,7.764286,6.838572,7.714286,5.202177,1833001100 1299 | 2005-10-17,7.711429,8.140000,7.315714,7.951428,5.362095,1097398400 1300 | 2005-10-24,7.892857,8.222857,7.738572,7.781428,5.247454,721950600 1301 | 2005-10-31,7.885714,8.902857,7.821429,8.735714,5.890983,1077502300 1302 | 2005-11-07,8.692857,8.872857,8.430000,8.791429,5.928555,689080000 1303 | 2005-11-14,8.791429,9.411428,8.701428,9.222857,6.219490,723114000 1304 | 2005-11-21,9.260000,9.934286,9.102858,9.905714,6.679980,483214900 1305 | 2005-11-28,10.102858,10.391429,9.621428,10.375714,6.996925,1053570700 1306 | 2005-12-05,10.278571,10.690000,10.212857,10.618571,7.160699,866511800 1307 | 2005-12-12,10.695714,10.780000,10.038571,10.158571,6.850496,925465100 1308 | 2005-12-19,10.158571,10.641429,10.148571,10.478572,7.066290,521152100 1309 | 2005-12-26,10.571428,10.740000,10.048572,10.270000,6.925638,525748300 1310 | 2006-01-02,10.340000,10.957143,10.321428,10.900000,7.350482,645179500 1311 | 2006-01-09,10.961429,12.342857,10.820000,12.227143,8.245449,1626454900 1312 | 2006-01-16,12.242857,12.340000,10.832857,10.870000,7.330252,1216716900 1313 | 2006-01-23,10.871428,11.365714,10.157143,10.290000,6.939125,1403255700 1314 | 2006-01-30,10.167143,10.942857,10.124286,10.264286,6.921783,1058143800 1315 | 2006-02-06,10.288571,10.358571,8.985714,9.615714,6.484415,1725988600 1316 | 2006-02-13,9.518572,10.144286,9.234285,10.041429,6.771498,1182095600 1317 | 2006-02-20,10.084286,10.428572,9.714286,10.208571,6.884213,787376800 1318 | 2006-02-27,10.284286,10.342857,9.647142,9.674286,6.523915,1046245200 1319 | 2006-03-06,9.670000,9.674286,8.921429,9.027143,6.087509,1070310500 1320 | 2006-03-13,9.292857,9.720000,9.158571,9.237143,6.229124,989221100 1321 | 2006-03-20,9.317142,9.351429,8.432858,8.565714,5.776341,1449127400 1322 | 2006-03-27,8.621428,9.087143,8.238571,8.960000,6.042231,1757809200 1323 | 2006-04-03,9.095715,10.292857,8.721429,9.970000,6.723332,2047532900 1324 | 2006-04-10,10.041429,10.132857,9.401428,9.495714,6.403493,829350900 1325 | 2006-04-17,9.501429,10.000000,9.192857,9.577143,6.458405,1264696300 1326 | 2006-04-24,9.550000,10.185715,9.357142,10.055715,6.781132,888240500 1327 | 2006-05-01,10.110000,10.412857,9.880000,10.270000,6.925638,908341700 1328 | 2006-05-08,10.427143,10.542857,9.551429,9.671429,6.521988,760217500 1329 | 2006-05-15,9.624286,9.768572,8.974286,9.215714,6.214673,966105000 1330 | 2006-05-22,9.124286,9.312857,8.794286,9.078571,6.122190,806435700 1331 | 2006-05-29,9.041429,9.042857,8.384286,8.808572,5.940114,868168700 1332 | 2006-06-05,8.735714,8.794286,8.164286,8.462857,5.706980,1063912500 1333 | 2006-06-12,8.485714,8.534286,8.098572,8.222857,5.545134,1176262500 1334 | 2006-06-19,8.261429,8.595715,8.142858,8.404285,5.667481,966670600 1335 | 2006-06-26,8.452857,8.460000,7.915714,8.181429,5.517197,870236500 1336 | 2006-07-03,8.217143,8.311429,7.810000,7.914286,5.337045,536395300 1337 | 2006-07-10,7.957143,8.070000,7.165714,7.238572,4.881376,1131160100 1338 | 2006-07-17,7.390000,8.798572,7.378572,8.674286,5.849558,1569943200 1339 | 2006-07-24,8.751429,9.382857,8.632857,9.370000,6.318717,909226500 1340 | 2006-07-31,9.547143,10.000000,9.280000,9.757143,6.579790,1212321600 1341 | 2006-08-07,9.674286,9.942857,8.940000,9.092857,6.131826,1168626200 1342 | 2006-08-14,9.150000,9.808572,9.085714,9.701428,6.542219,869439900 1343 | 2006-08-21,9.614285,9.864285,9.450000,9.821428,6.623140,709650900 1344 | 2006-08-28,9.785714,9.807143,9.302857,9.768572,6.587496,837207000 1345 | 2006-09-04,9.852858,10.510000,9.792857,10.360000,6.986330,1037610000 1346 | 2006-09-11,10.347143,10.711429,10.202857,10.585714,7.138541,1390883200 1347 | 2006-09-18,10.542857,10.865714,10.368571,10.428572,7.032570,924338800 1348 | 2006-09-25,10.544286,11.111428,10.531428,10.997143,7.415989,975433900 1349 | 2006-10-02,10.728572,10.880000,10.451428,10.602858,7.150102,870818200 1350 | 2006-10-09,10.542857,10.982857,10.371428,10.717143,7.227171,704679500 1351 | 2006-10-16,10.741428,11.427143,10.558572,11.421429,7.702110,1068979100 1352 | 2006-10-23,11.427143,11.800000,11.392858,11.487143,7.746425,702164400 1353 | 2006-10-30,11.427143,11.668571,11.112857,11.184286,7.542192,627489100 1354 | 2006-11-06,11.278571,12.098572,11.204286,11.874286,8.007499,737086000 1355 | 2006-11-13,11.888572,12.328571,11.805715,12.264286,8.270497,713829200 1356 | 2006-11-20,12.200000,13.297143,12.171429,13.090000,8.827324,596019900 1357 | 2006-11-27,13.215714,13.308572,12.785714,13.045714,8.797457,1233414700 1358 | 2006-12-04,13.125714,13.190000,12.414286,12.608571,8.502667,949916100 1359 | 2006-12-11,12.700000,12.857142,12.218572,12.531428,8.450647,988930600 1360 | 2006-12-18,12.518572,12.571428,11.657143,11.742857,7.918869,929394200 1361 | 2006-12-25,11.735714,12.200000,10.967143,12.120000,8.173197,1155687400 1362 | 2007-01-01,12.327143,12.368571,11.700000,12.150000,8.193427,730080400 1363 | 2007-01-08,12.280000,13.971429,12.164286,13.517143,9.115368,2463057100 1364 | 2007-01-15,13.668571,13.942857,12.588572,12.642858,8.525788,1654853900 1365 | 2007-01-22,12.734285,12.737143,12.141429,12.197143,8.225220,1370527900 1366 | 2007-01-29,12.328571,12.378572,11.957143,12.107142,8.164527,905394000 1367 | 2007-02-05,12.042857,12.358571,11.837143,11.895715,8.021949,1012410700 1368 | 2007-02-12,12.061429,12.234285,11.947143,12.118571,8.172235,644142100 1369 | 2007-02-19,12.092857,12.972857,12.022857,12.724286,8.580700,782283600 1370 | 2007-02-26,12.834286,12.857142,11.857142,12.201428,8.228108,1239166600 1371 | 2007-03-05,12.270000,12.710000,12.251429,12.567142,8.474729,787804500 1372 | 2007-03-12,12.581429,12.942857,12.560000,12.798572,8.630797,881272000 1373 | 2007-03-19,12.891429,13.480000,12.798572,13.360000,9.009398,725287500 1374 | 2007-03-26,13.427143,13.832857,13.175714,13.272857,8.950634,1016414700 1375 | 2007-04-02,13.448571,13.604285,13.288571,13.525714,9.121148,479556700 1376 | 2007-04-09,13.601429,13.614285,12.865714,12.891429,8.693415,672861000 1377 | 2007-04-16,12.938571,13.185715,12.800000,12.995714,8.763740,693422800 1378 | 2007-04-23,13.084286,14.642858,13.042857,14.274285,9.625951,1364967100 1379 | 2007-04-30,14.298572,14.514286,14.078571,14.401428,9.711691,653060800 1380 | 2007-05-07,14.440000,15.590000,14.430000,15.534286,10.475641,1053566500 1381 | 2007-05-14,15.660000,15.805715,14.774285,15.717143,10.598951,1022466200 1382 | 2007-05-21,15.758572,16.428572,15.721429,16.231428,10.945762,910999600 1383 | 2007-05-28,16.350000,17.452858,16.098572,16.914286,11.406254,1076616800 1384 | 2007-06-04,16.947144,18.230000,16.842857,17.784286,11.992942,1519115500 1385 | 2007-06-11,18.000000,18.021429,16.485714,17.214285,11.608556,1701665700 1386 | 2007-06-18,17.611429,17.882856,17.245714,17.571428,11.849400,1062516000 1387 | 2007-06-25,17.741428,17.870001,16.959999,17.434286,11.756919,1315272700 1388 | 2007-07-02,17.292856,19.048571,17.042856,18.900000,12.745331,1121272600 1389 | 2007-07-09,18.911428,19.692858,18.401428,19.675714,13.268440,1171203600 1390 | 2007-07-16,19.770000,20.597143,19.434286,20.535715,13.848387,1075898600 1391 | 2007-07-23,20.472857,21.274286,19.164286,20.549999,13.858022,1918923300 1392 | 2007-07-30,20.618572,20.778572,18.252857,18.835714,12.701981,1537842600 1393 | 2007-08-06,18.985714,19.605715,17.185715,17.857143,12.042075,1304837100 1394 | 2007-08-13,18.331429,18.478571,15.945714,17.437143,11.758845,1386630700 1395 | 2007-08-20,17.708570,19.338572,17.214285,19.328571,13.034341,1236700500 1396 | 2007-08-27,19.055714,19.950001,18.090000,19.782858,13.340693,1341533900 1397 | 2007-09-03,19.991428,20.834286,18.571428,18.824286,12.694272,1744225700 1398 | 2007-09-10,19.570000,19.914286,19.107143,19.830000,13.372481,1186494400 1399 | 2007-09-17,19.855715,20.664286,19.657143,20.592857,13.886918,1178765700 1400 | 2007-09-24,20.961428,22.142857,20.950001,21.924286,14.784781,1123320100 1401 | 2007-10-01,22.090000,23.082857,21.847143,23.064285,15.553547,980521500 1402 | 2007-10-08,23.355715,24.554285,21.887142,23.892857,16.112293,1309993300 1403 | 2007-10-15,23.997143,24.947144,23.357143,24.345715,16.417686,1347207400 1404 | 2007-10-22,24.335714,26.942858,24.280001,26.385714,17.793369,1603406000 1405 | 2007-10-29,26.492857,27.160000,25.714285,26.838572,18.098753,1030107400 1406 | 2007-11-05,26.469999,27.525715,23.601429,23.624287,15.931186,1542497600 1407 | 2007-11-12,23.611429,25.367144,21.518572,23.770000,16.029444,1957146100 1408 | 2007-11-19,23.728571,24.621429,23.157143,24.505714,16.525579,1095409700 1409 | 2007-11-26,24.798571,26.814285,24.287144,26.031429,17.554451,1503106500 1410 | 2007-12-03,25.980000,27.855715,25.284286,27.757143,18.718201,1148387100 1411 | 2007-12-10,27.655714,28.118572,26.537144,27.198572,18.341524,1149473500 1412 | 2007-12-17,27.245714,27.701429,25.514286,27.701429,18.680630,1210698300 1413 | 2007-12-24,27.861429,28.994286,27.827143,28.547142,19.250938,669777500 1414 | 2007-12-31,28.500000,28.642857,25.555714,25.721428,17.345402,979102600 1415 | 2008-01-07,25.892857,26.228571,24.042856,24.670000,16.636368,2031288000 1416 | 2008-01-14,25.360001,25.631428,22.385714,23.051428,15.544871,2284944200 1417 | 2008-01-21,21.151428,22.854286,18.020000,18.572857,12.524721,2342082400 1418 | 2008-01-28,18.308571,19.521429,18.064285,19.107143,12.885018,1543574200 1419 | 2008-02-04,19.172857,19.414286,16.752857,17.925714,12.088317,1763213200 1420 | 2008-02-11,18.287144,18.714285,17.660000,17.804285,12.006427,1312836000 1421 | 2008-02-18,17.998571,18.107143,16.552856,17.065714,11.508369,1110119500 1422 | 2008-02-25,16.941429,18.885714,16.491428,17.860001,12.044003,1777633900 1423 | 2008-03-03,17.777143,18.214285,16.857143,17.464285,11.777149,1826106100 1424 | 2008-03-10,17.425714,18.614286,17.052856,18.087143,12.197178,1410476200 1425 | 2008-03-17,17.507143,19.184286,17.507143,19.038572,12.838778,1049260800 1426 | 2008-03-24,19.144285,20.820000,19.091429,20.430000,13.777100,1253959000 1427 | 2008-03-31,20.467142,22.101429,20.360001,21.868572,14.747204,1187896500 1428 | 2008-04-07,22.304285,22.812857,20.914286,21.020000,14.174970,1302964600 1429 | 2008-04-14,20.967142,23.180000,20.648571,23.005714,15.514046,1017482900 1430 | 2008-04-21,23.172857,24.442858,22.584286,24.247143,16.351213,1667864100 1431 | 2008-04-28,24.250000,25.988571,24.161428,25.848572,17.431143,1189968500 1432 | 2008-05-05,25.988571,26.885714,25.791430,26.207144,17.672953,1125679800 1433 | 2008-05-12,26.458570,27.462856,26.121429,26.802856,18.074669,1049400100 1434 | 2008-05-19,26.837143,26.955715,24.571428,25.881428,17.453300,1296745100 1435 | 2008-05-26,26.107143,27.077143,25.977142,26.964285,18.183533,697813900 1436 | 2008-06-02,26.942858,27.135714,26.048571,26.520000,17.883930,969803100 1437 | 2008-06-09,26.398571,26.682858,23.615715,24.624287,16.605539,1661293900 1438 | 2008-06-16,24.471428,26.048571,24.152857,25.038572,16.884916,1110792900 1439 | 2008-06-23,24.962856,25.547142,23.450001,24.298571,16.385893,956009600 1440 | 2008-06-30,24.312857,25.350000,23.428572,24.302856,16.388779,789089700 1441 | 2008-07-07,24.737143,25.844286,24.428572,24.654285,16.625767,1093804600 1442 | 2008-07-14,25.605715,25.614286,23.571428,23.592857,15.909990,1074957100 1443 | 2008-07-21,23.842857,24.052856,20.932858,23.160000,15.618090,1443771700 1444 | 2008-07-28,23.191429,23.209999,21.950001,22.379999,15.092090,843026100 1445 | 2008-08-04,22.371429,24.235714,21.844286,24.221428,16.333870,864669400 1446 | 2008-08-11,24.295713,25.778572,24.238571,25.105715,16.930193,997370500 1447 | 2008-08-18,25.081429,25.401428,24.544285,25.255714,17.031343,663631500 1448 | 2008-08-25,25.164286,25.178572,24.148571,24.218571,16.331944,609607600 1449 | 2008-09-01,24.628571,24.785715,22.521429,22.882856,15.431193,761467000 1450 | 2008-09-08,23.510000,23.555714,20.857143,21.277143,14.348372,1257077500 1451 | 2008-09-15,20.290001,21.098572,17.240000,20.129999,13.574788,1607013800 1452 | 2008-09-22,19.991428,20.035715,17.571428,18.320000,12.354203,1329147400 1453 | 2008-09-29,17.088572,17.097143,13.521428,13.867143,9.351393,2362246600 1454 | 2008-10-06,13.137143,14.500000,12.142858,13.828571,9.325381,2507653400 1455 | 2008-10-13,14.935715,16.628571,12.270000,13.914286,9.383184,2211748700 1456 | 2008-10-20,14.254286,14.464286,12.872857,13.768572,9.284923,2314281900 1457 | 2008-10-27,13.581429,16.027143,13.122857,15.370000,10.364853,2022932100 1458 | 2008-11-03,15.132857,15.970000,13.674286,14.034286,9.464107,1531850600 1459 | 2008-11-10,14.310000,14.342857,12.288571,12.891429,8.693415,1696672600 1460 | 2008-11-17,12.640000,13.082857,11.305715,11.797143,7.955478,1707552000 1461 | 2008-11-24,12.172857,13.607142,12.120000,13.238571,8.927512,968790200 1462 | 2008-12-01,13.042857,13.747143,12.357142,13.428572,9.055640,1386583800 1463 | 2008-12-08,13.897142,14.800000,13.218572,14.038571,9.466997,1352119300 1464 | 2008-12-15,13.712857,13.782857,12.574286,12.857142,8.670292,1234615200 1465 | 2008-12-22,12.860000,12.861428,12.078571,12.258572,8.266643,514857700 1466 | 2008-12-29,12.360000,13.005714,12.102858,12.964286,8.742546,751789500 1467 | 2009-01-05,13.310000,13.881429,12.862857,12.940000,8.726168,1111078500 1468 | 2009-01-12,12.922857,12.998571,11.435715,11.761429,7.931392,1329259400 1469 | 2009-01-19,11.704286,12.857142,11.171429,12.622857,8.512300,1045620800 1470 | 2009-01-26,12.694285,13.571428,12.614285,12.875714,8.682816,853972700 1471 | 2009-02-02,12.728572,14.285714,12.700000,14.245714,9.606686,850608500 1472 | 2009-02-09,14.285714,14.714286,13.681429,14.165714,9.552737,916302800 1473 | 2009-02-16,13.838572,13.862857,12.714286,13.028571,8.785898,759034500 1474 | 2009-02-23,13.092857,13.274285,12.358571,12.758572,8.603820,940916900 1475 | 2009-03-02,12.588572,13.252857,11.761429,12.185715,8.217514,988680000 1476 | 2009-03-09,12.025714,13.885715,11.795714,13.704286,9.241573,939638700 1477 | 2009-03-16,13.790000,14.782857,13.454286,14.512857,9.786833,893923800 1478 | 2009-03-23,14.672857,15.711429,14.535714,15.264286,10.293567,765688000 1479 | 2009-03-30,14.930000,16.590000,14.658571,16.570000,11.174079,777714000 1480 | 2009-04-06,16.420000,17.142857,16.182858,17.081429,11.518969,545258000 1481 | 2009-04-13,17.144285,17.750000,16.537144,17.631428,11.889862,586920600 1482 | 2009-04-20,17.389999,18.171429,16.942858,17.700001,11.936102,840459900 1483 | 2009-04-27,17.557142,18.278572,17.522858,18.177143,12.257867,572665800 1484 | 2009-05-04,18.320000,19.071428,18.037144,18.455715,12.445724,620223100 1485 | 2009-05-11,18.195715,18.708570,17.054285,17.488571,11.793527,606376400 1486 | 2009-05-18,17.675714,18.472857,17.367144,17.500000,11.801231,481448100 1487 | 2009-05-25,17.822857,19.414286,17.792856,19.401428,13.083472,556859100 1488 | 2009-06-01,19.495714,20.914286,19.428572,20.667143,13.937016,664318200 1489 | 2009-06-08,20.545713,20.651428,19.434286,19.567142,13.195223,846287400 1490 | 2009-06-15,19.430000,19.928572,19.218571,19.925714,13.437027,693876400 1491 | 2009-06-22,20.095715,20.508572,18.982857,20.348572,13.722182,713951000 1492 | 2009-06-29,20.494286,20.665714,19.969999,20.002857,13.489050,446624500 1493 | 2009-07-06,19.814285,19.954287,19.202858,19.788572,13.344546,581128800 1494 | 2009-07-13,19.934286,21.717142,19.647142,21.678572,14.619078,578015200 1495 | 2009-07-20,21.895714,22.857143,21.392857,22.855715,15.412894,862434300 1496 | 2009-07-27,22.881428,23.571428,22.465714,23.341429,15.740435,517791400 1497 | 2009-08-03,23.601429,23.912857,23.298571,23.644285,15.944670,485551500 1498 | 2009-08-10,23.665714,24.095715,23.125713,23.825714,16.067020,461626200 1499 | 2009-08-17,23.364286,24.195715,22.774286,24.174286,16.302076,531727700 1500 | 2009-08-24,24.302856,24.641428,23.547142,24.292856,16.382040,484541400 1501 | 2009-08-31,24.022858,24.385714,23.444286,24.330000,16.407082,453299700 1502 | 2009-09-07,24.711428,24.924286,24.242857,24.594286,16.585304,491557500 1503 | 2009-09-14,24.404285,26.684286,24.321428,26.431429,17.824194,728665000 1504 | 2009-09-21,26.327143,26.985714,25.920000,26.052856,17.568901,596038100 1505 | 2009-09-28,26.267143,26.771429,25.814285,26.414286,17.812639,575108800 1506 | 2009-10-05,26.600000,27.350000,26.324286,27.209999,18.349232,556342500 1507 | 2009-10-12,27.288572,27.474285,26.834286,26.864286,18.116093,454134800 1508 | 2009-10-19,26.835714,29.815714,26.507143,29.134285,19.646885,1122293900 1509 | 2009-10-26,29.095715,29.535715,26.881428,26.928572,18.159451,836768100 1510 | 2009-11-02,27.114286,27.884285,26.510000,27.762857,18.722055,592238500 1511 | 2009-11-09,28.134285,29.285715,28.037144,29.207144,19.696016,520223200 1512 | 2009-11-16,29.354286,29.714285,28.251429,28.559999,19.259609,551258400 1513 | 2009-11-23,29.000000,29.428572,28.338572,28.655714,19.324156,343761600 1514 | 2009-11-30,28.730000,28.967142,27.182858,27.617144,18.623793,720371400 1515 | 2009-12-07,27.617144,28.528572,26.954287,27.809999,18.753843,752346000 1516 | 2009-12-14,27.910000,28.215714,27.285715,27.918571,18.827061,566461000 1517 | 2009-12-21,28.007143,29.907143,27.952858,29.862858,20.138199,451959200 1518 | 2009-12-28,30.245714,30.564285,29.758572,30.104286,20.301006,463566600 1519 | 2010-01-04,30.490000,30.798571,29.864286,30.282858,20.421427,643134100 1520 | 2010-01-11,30.400000,30.428572,29.157143,29.418571,19.838593,672385700 1521 | 2010-01-18,29.761429,30.792856,28.165714,28.250000,19.050560,708020600 1522 | 2010-01-25,28.930000,30.530001,27.178572,27.437143,18.502411,1768708200 1523 | 2010-02-01,27.481428,28.600000,27.264286,27.922857,18.829954,917876400 1524 | 2010-02-08,27.955715,28.805714,27.714285,28.625713,19.303925,671833400 1525 | 2010-02-15,28.848572,29.187143,28.694286,28.809999,19.428200,454607300 1526 | 2010-02-22,28.905714,29.309999,27.958570,29.231428,19.712393,649702900 1527 | 2010-03-01,29.392857,31.385714,29.350000,31.278572,21.092897,688588600 1528 | 2010-03-08,31.430000,32.532856,31.127142,32.371429,21.829872,692097700 1529 | 2010-03-15,32.197144,32.349998,31.464285,31.750000,21.410805,573230700 1530 | 2010-03-22,31.495714,33.135715,31.450001,32.985714,22.244123,709947700 1531 | 2010-03-29,33.285713,34.104286,33.088570,33.709999,22.732544,525464800 1532 | 2010-04-05,33.568573,34.560001,33.538570,34.541428,23.293228,666799700 1533 | 2010-04-12,34.599998,35.877144,34.444286,35.342857,23.833675,542661000 1534 | 2010-04-19,35.290001,38.882858,34.538570,38.689999,26.090841,969505600 1535 | 2010-04-26,38.840000,38.922855,36.630001,37.298573,25.152523,762029800 1536 | 2010-05-03,37.691429,38.268570,28.464285,33.694286,22.721949,1255786000 1537 | 2010-05-10,35.750000,37.857143,35.504284,36.259998,24.452152,961667000 1538 | 2010-05-17,36.385715,36.935715,33.049999,34.617142,23.344284,1269511600 1539 | 2010-05-24,35.325714,37.057144,33.880001,36.697144,24.746948,1033699100 1540 | 2010-05-31,37.098572,37.991428,36.375713,36.565716,24.658314,743358000 1541 | 2010-06-07,36.898571,37.021427,34.599998,36.215714,24.422291,1016114400 1542 | 2010-06-14,36.565716,39.285713,36.287144,39.152859,26.402973,907297300 1543 | 2010-06-21,39.669998,39.858570,37.972858,38.099998,25.692968,881607300 1544 | 2010-06-28,38.132858,38.535713,34.742859,35.277142,23.789358,1043620900 1545 | 2010-07-05,35.857143,37.557144,35.165714,37.088570,25.010910,610314600 1546 | 2010-07-12,36.932858,37.407143,35.204285,35.700001,24.074514,1107643600 1547 | 2010-07-19,35.697144,37.878571,34.228573,37.134285,25.041733,1115951900 1548 | 2010-07-26,37.142857,37.998573,36.414288,36.750000,24.782591,654331300 1549 | 2010-08-02,37.205715,37.754284,36.804287,37.155716,25.056183,500019800 1550 | 2010-08-09,37.354286,37.450001,35.160000,35.585712,23.997446,566223000 1551 | 2010-08-16,35.368572,36.381428,35.231430,35.662857,24.049469,472925600 1552 | 2010-08-23,35.970001,36.000000,33.651428,34.517143,23.276846,657092800 1553 | 2010-08-30,34.394287,36.968571,34.335712,36.967144,24.929018,609332500 1554 | 2010-09-06,36.662857,38.074287,36.607143,37.630001,25.376030,423806600 1555 | 2010-09-13,37.974285,39.708572,37.931427,39.338570,26.528202,628219900 1556 | 2010-09-20,39.439999,41.932858,39.407143,41.759998,28.161108,836911600 1557 | 2010-09-27,41.997143,42.104286,39.285713,40.360001,27.217014,777263900 1558 | 2010-10-04,40.228573,42.071430,39.681427,42.009998,28.329699,668735200 1559 | 2010-10-11,42.105713,45.000000,41.784286,44.962856,30.320980,743470000 1560 | 2010-10-18,45.495716,45.571430,42.860001,43.924286,29.620605,992914300 1561 | 2010-10-25,44.155716,44.514286,42.981430,42.997143,28.995392,541489200 1562 | 2010-11-01,43.174286,45.740002,43.171429,45.304287,30.551226,592477200 1563 | 2010-11-08,45.314285,45.900002,43.375713,44.004284,29.674564,551665100 1564 | 2010-11-15,44.065716,44.362858,42.537144,43.818573,29.549324,605010000 1565 | 2010-11-22,43.811428,45.385715,43.695713,45.000000,30.346024,390958400 1566 | 2010-11-29,45.071430,45.571430,44.410000,45.348572,30.581085,553581000 1567 | 2010-12-06,45.520000,46.284286,45.301430,45.794285,30.881659,429633400 1568 | 2010-12-13,46.338570,46.437141,45.571430,45.801430,30.886467,479273900 1569 | 2010-12-20,45.942856,46.531429,45.461430,46.228573,31.174532,282760800 1570 | 2010-12-27,46.121429,46.665714,45.901428,46.080002,31.074341,234970400 1571 | 2011-01-03,46.520000,48.049999,46.405716,48.017143,32.380657,405524700 1572 | 2011-01-10,48.404285,49.782856,48.167141,49.782856,33.571381,450219700 1573 | 2011-01-17,47.074287,49.799999,46.571430,46.674286,31.475096,1133950300 1574 | 2011-01-24,46.695713,49.371429,46.674286,48.014286,32.378723,626377500 1575 | 2011-01-31,47.971428,49.528572,47.757141,49.500000,33.380630,444618300 1576 | 2011-02-07,49.698570,51.428570,49.662857,50.978573,34.377708,661232600 1577 | 2011-02-14,50.970001,52.128571,49.931427,50.080002,33.771755,605597300 1578 | 2011-02-21,48.878571,49.775715,48.245716,49.737144,33.540550,606082400 1579 | 2011-02-28,50.177143,51.470001,49.668571,51.428570,34.681168,603964200 1580 | 2011-03-07,51.628571,51.667141,49.271427,50.284286,33.909519,583591400 1581 | 2011-03-14,50.454285,50.925713,46.608570,47.238571,31.855621,932921500 1582 | 2011-03-21,47.998573,50.294285,47.894287,50.220001,33.866169,490485800 1583 | 2011-03-28,50.450001,50.617142,49.042858,49.222858,33.193729,421085700 1584 | 2011-04-04,49.187141,49.228573,47.707142,47.865715,32.278534,524084400 1585 | 2011-04-11,47.722858,48.020000,46.685715,46.779999,31.546370,481553100 1586 | 2011-04-18,46.585712,50.732857,45.737144,50.099998,33.785248,620938500 1587 | 2011-04-25,50.048573,50.712856,49.360001,50.018570,33.730331,582215900 1588 | 2011-05-02,49.962856,50.261429,49.357143,49.522858,33.396049,440353900 1589 | 2011-05-09,49.694286,50.000000,48.621429,48.642857,32.802612,367738700 1590 | 2011-05-16,48.457142,48.915714,47.247143,47.888573,32.293953,459006100 1591 | 2011-05-23,47.138573,48.365715,47.060001,48.201427,32.504925,356477800 1592 | 2011-05-30,48.728573,50.304287,48.714287,49.062859,33.085842,406117600 1593 | 2011-06-06,49.385715,49.578571,46.501427,46.557144,31.396091,508623500 1594 | 2011-06-13,46.742859,47.607143,45.475716,45.751427,30.852758,547212400 1595 | 2011-06-20,45.337143,47.592857,44.357143,46.621429,31.439453,631044400 1596 | 2011-06-27,46.798573,49.071430,46.750000,49.037144,33.068497,436231600 1597 | 2011-07-04,49.000000,51.428570,48.928570,51.387142,34.653240,422244200 1598 | 2011-07-11,50.905716,52.142857,49.802856,52.131428,35.155148,550230800 1599 | 2011-07-18,52.204285,56.610001,52.182858,56.185715,37.889191,844100600 1600 | 2011-07-25,55.764286,57.785713,54.857143,55.782856,37.617512,738082800 1601 | 2011-08-01,56.825714,57.071430,51.795715,53.374287,35.993282,1015220500 1602 | 2011-08-08,51.669998,54.234287,50.431427,53.855713,36.317924,1094004800 1603 | 2011-08-15,54.232857,54.995716,50.857143,50.861427,34.298717,757169700 1604 | 2011-08-22,52.072857,54.828571,50.727142,54.797142,36.952785,832810300 1605 | 2011-08-29,55.454285,56.011429,53.118572,53.435715,36.034702,532110600 1606 | 2011-09-05,52.481430,55.515713,52.354286,53.925713,36.365131,460311600 1607 | 2011-09-12,53.285713,57.214287,53.128571,57.214287,38.582813,639862300 1608 | 2011-09-19,56.714287,60.408573,56.457142,57.757141,38.948883,930087200 1609 | 2011-09-26,57.122856,58.464287,54.454285,54.474285,36.735069,768434800 1610 | 2011-10-03,54.338570,54.968571,50.605713,52.828571,35.625278,1009321600 1611 | 2011-10-10,54.155716,60.285713,54.029999,60.285713,40.654030,667510200 1612 | 2011-10-17,60.248573,60.957142,55.821430,56.124287,37.847755,960555400 1613 | 2011-10-24,56.597141,58.428570,56.164288,57.849998,39.011513,551594400 1614 | 2011-10-31,57.488571,58.475716,56.174286,57.177143,38.557766,497064400 1615 | 2011-11-07,57.130001,58.285713,54.322857,54.945713,37.052975,656985000 1616 | 2011-11-14,54.788570,55.877144,53.554287,53.562859,36.120449,516191200 1617 | 2011-11-21,52.914288,53.990002,51.902859,51.938572,35.025089,385008400 1618 | 2011-11-28,53.192856,56.232857,52.885715,55.671429,37.542370,473610900 1619 | 2011-12-05,56.212856,56.630001,55.251427,56.231430,37.920010,404726000 1620 | 2011-12-12,55.954285,56.485714,53.954285,54.431427,36.706173,431140500 1621 | 2011-12-19,54.638573,57.655716,54.354286,57.618572,38.855450,326862900 1622 | 2011-12-26,57.585712,58.441429,57.215714,57.857143,39.016331,222344500 1623 | 2012-01-02,58.485714,60.392857,58.428570,60.342857,40.692574,287951300 1624 | 2012-01-09,60.785713,61.107143,59.808571,59.972858,40.443066,326478600 1625 | 2012-01-16,60.599998,61.624287,59.964287,60.042858,40.490280,298850300 1626 | 2012-01-23,60.381428,64.921425,59.935715,63.897144,43.089432,608927200 1627 | 2012-01-30,63.672855,65.714287,63.627144,65.668571,44.284008,378616700 1628 | 2012-02-06,65.482857,71.088570,65.457146,70.488571,47.534412,622260800 1629 | 2012-02-13,71.361427,75.184288,69.518570,71.731430,48.372528,991022900 1630 | 2012-02-20,72.411430,74.699997,72.017143,74.629997,50.327206,517999300 1631 | 2012-02-27,74.472855,78.315712,73.754288,77.882858,52.520782,803740700 1632 | 2012-03-05,77.917145,78.248573,73.745712,77.881432,52.519821,838315100 1633 | 2012-03-12,78.425713,85.715714,78.142860,83.652855,56.411804,1125546800 1634 | 2012-03-19,85.481430,87.092857,84.150002,85.150002,57.421429,854074900 1635 | 2012-03-26,85.684288,88.778572,85.037140,85.650002,57.758598,799402100 1636 | 2012-04-02,85.975716,90.665718,85.768570,90.525711,61.046570,661797500 1637 | 2012-04-09,89.447144,92.000000,86.215714,86.461426,58.305790,914464600 1638 | 2012-04-16,87.151428,88.607140,81.488571,81.854286,55.198944,1224137600 1639 | 2012-04-23,81.515717,88.285713,79.285713,86.142860,58.090958,972811700 1640 | 2012-04-30,85.400002,85.485718,80.738571,80.750000,54.454266,616268800 1641 | 2012-05-07,80.214287,82.268570,79.818573,80.958572,54.594917,542705100 1642 | 2012-05-14,80.367142,81.072861,74.597145,75.768570,51.095005,709842700 1643 | 2012-05-21,76.357140,82.357140,76.292854,80.327141,54.169106,683902800 1644 | 2012-05-28,81.557144,83.071426,80.074287,80.141426,54.043861,480650100 1645 | 2012-06-04,80.214287,82.940002,78.357140,82.902855,55.906052,518487200 1646 | 2012-06-11,83.959999,84.071426,80.957146,82.018570,55.309723,500263400 1647 | 2012-06-18,81.565712,84.285713,81.481430,83.157143,56.077534,442895600 1648 | 2012-06-25,82.471428,83.428574,80.801430,83.428574,56.260563,372063300 1649 | 2012-07-02,83.532860,87.762856,83.371429,86.554283,58.368416,386279600 1650 | 2012-07-09,86.471428,88.552856,84.668571,86.424286,58.280750,525038500 1651 | 2012-07-16,86.445717,87.907143,86.164284,86.328575,58.216209,420479500 1652 | 2012-07-23,84.914284,87.097145,81.428574,83.594284,56.372318,685247500 1653 | 2012-07-30,84.417145,88.282860,83.974289,87.957146,59.314445,475762700 1654 | 2012-08-06,88.184288,89.285713,87.894287,88.814285,59.892452,313459300 1655 | 2012-08-13,89.055717,92.598572,89.035713,92.587143,64.362854,393409800 1656 | 2012-08-20,92.858574,96.411430,92.587143,94.745712,65.863396,712224100 1657 | 2012-08-27,97.141426,97.267143,93.892860,95.034286,66.063988,384563200 1658 | 2012-09-03,95.108574,97.497147,94.928574,97.205711,67.573486,356282500 1659 | 2012-09-10,97.207146,99.568573,93.714287,98.754288,68.650002,725762100 1660 | 2012-09-17,99.907143,100.724289,99.088570,100.012856,69.524887,501641700 1661 | 2012-09-24,98.122856,99.302856,94.335716,95.300003,66.248718,716065000 1662 | 2012-10-01,95.879997,96.678574,92.949997,93.227142,64.807739,640150000 1663 | 2012-10-08,92.411430,92.508568,89.078575,89.958572,62.535557,748260800 1664 | 2012-10-15,90.335716,93.255714,87.088570,87.120003,60.562302,648005400 1665 | 2012-10-22,87.488571,90.768570,84.428574,86.285713,59.982334,871790500 1666 | 2012-10-29,84.982857,86.142860,82.107140,82.400002,57.281151,367668700 1667 | 2012-11-05,83.360001,84.391426,76.245712,78.151428,54.327713,920940300 1668 | 2012-11-12,79.164284,79.214287,72.250000,75.382858,54.125744,895681500 1669 | 2012-11-19,77.244286,81.714287,77.125717,81.642860,58.620495,527975000 1670 | 2012-11-26,82.271431,84.892860,81.751427,83.611427,60.033943,647698100 1671 | 2012-12-03,84.807144,84.941429,74.089996,76.178574,54.697056,982559900 1672 | 2012-12-10,75.000000,78.508568,72.225716,72.827141,52.290710,836203200 1673 | 2012-12-17,72.704285,76.414284,71.604286,74.190002,53.269257,727654900 1674 | 2012-12-24,74.335716,74.892860,72.094284,72.798569,52.270191,321897100 1675 | 2012-12-31,72.932854,79.285713,72.714287,75.285713,54.055988,541827300 1676 | 2013-01-07,74.571426,75.984283,73.599998,74.328575,53.368748,575530200 1677 | 2013-01-14,71.811432,72.964287,69.054283,71.428574,51.286526,807096500 1678 | 2013-01-21,72.080002,73.570000,62.142857,62.840000,45.119831,997983700 1679 | 2013-01-28,62.547142,66.085716,62.265713,64.802856,46.529179,658162400 1680 | 2013-02-04,64.844284,68.401428,63.142857,67.854286,48.720139,745477600 1681 | 2013-02-11,68.071426,69.277145,65.702858,65.737144,49.195362,587192900 1682 | 2013-02-18,65.871429,66.104286,63.259998,64.401428,48.195755,422480800 1683 | 2013-02-25,64.835716,65.017143,61.425713,61.495716,46.021229,584098200 1684 | 2013-03-04,61.114285,62.204285,59.857143,61.674286,46.154873,635348700 1685 | 2013-03-11,61.392857,63.461430,60.734287,63.380001,47.431358,573383300 1686 | 2013-03-18,63.064285,66.014282,63.028572,65.987144,49.382450,554998500 1687 | 2013-03-25,66.384285,67.135712,63.088570,63.237144,47.324455,392376600 1688 | 2013-04-01,63.128571,63.385715,59.954285,60.457142,45.243996,506152500 1689 | 2013-04-08,60.692856,62.570000,60.355713,61.400002,45.949596,387587200 1690 | 2013-04-15,61.000000,61.127144,55.014286,55.790001,41.751270,710980200 1691 | 2013-04-22,56.091427,59.824287,55.895714,59.599998,44.602543,803186300 1692 | 2013-04-29,60.064285,64.747147,60.000000,64.282860,48.107033,655475800 1693 | 2013-05-06,65.101425,66.535713,64.354286,64.709999,48.426689,546583100 1694 | 2013-05-13,64.501427,65.414284,59.842857,61.894287,48.554409,634197200 1695 | 2013-05-20,61.701427,64.050003,61.442856,63.592857,49.886887,494956700 1696 | 2013-05-27,64.271431,65.300003,62.771427,64.247147,50.400158,363636000 1697 | 2013-06-03,64.389999,64.918571,61.824287,63.115715,49.512577,444285100 1698 | 2013-06-10,63.532856,64.154289,61.214287,61.435715,48.194675,389797800 1699 | 2013-06-17,61.634285,62.242859,58.299999,59.071430,46.339951,400952300 1700 | 2013-06-24,58.200001,58.380001,55.552856,56.647144,44.438164,519598800 1701 | 2013-07-01,57.527142,60.470001,57.317142,59.631428,46.779251,343968100 1702 | 2013-07-08,60.015713,61.398571,58.625713,60.930000,47.797943,384496000 1703 | 2013-07-15,60.715714,62.124287,60.595715,60.707142,47.623127,286261500 1704 | 2013-07-22,61.351429,63.512856,59.815716,62.998573,49.420692,399693700 1705 | 2013-07-29,62.971428,66.121429,62.885715,66.077141,51.835732,340368000 1706 | 2013-08-05,66.384285,67.412857,64.807144,64.921425,50.929115,368803400 1707 | 2013-08-12,65.265717,72.035713,65.232857,71.761429,59.004147,713836900 1708 | 2013-08-19,72.048569,73.391426,71.171425,71.574287,58.850273,418006400 1709 | 2013-08-26,71.535713,72.885712,69.428574,69.602859,57.229309,393679300 1710 | 2013-09-02,70.442856,71.748573,69.621429,71.174286,58.521381,318213700 1711 | 2013-09-09,72.142860,72.559998,66.385712,66.414284,54.607578,671366500 1712 | 2013-09-16,65.857140,68.364288,63.888573,66.772858,54.902412,625948400 1713 | 2013-09-23,70.871429,70.987144,68.674286,68.964287,56.704269,477167600 1714 | 2013-09-30,68.178574,70.335716,67.772858,69.004288,56.737148,371211400 1715 | 2013-10-07,69.508568,70.548569,68.325714,70.401428,57.885921,362819100 1716 | 2013-10-14,69.975716,72.751427,69.907143,72.698570,59.774693,344302000 1717 | 2013-10-21,73.110001,76.175713,72.575714,75.137146,61.779747,492112600 1718 | 2013-10-28,75.577141,77.035713,73.505714,74.290001,61.083210,522749500 1719 | 2013-11-04,74.442856,75.555717,73.197144,74.365715,61.145454,318788400 1720 | 2013-11-11,74.284286,75.611427,73.487144,74.998573,64.277519,307322400 1721 | 2013-11-18,74.998573,75.312859,73.381432,74.257141,63.642082,283388000 1722 | 2013-11-25,74.431427,79.761429,74.428574,79.438568,68.082802,328067600 1723 | 2013-12-02,79.714287,82.162857,78.688568,80.002853,68.566452,523313700 1724 | 2013-12-09,80.128571,81.567146,79.095711,79.204285,67.882027,388398500 1725 | 2013-12-16,79.288574,80.377144,76.971428,78.431427,67.219650,458770200 1726 | 2013-12-23,81.142860,81.697144,79.928574,80.012856,68.574997,274688400 1727 | 2013-12-30,79.637146,80.182854,77.204285,77.282860,66.235268,275966600 1728 | 2014-01-06,76.778572,78.122856,75.872856,76.134285,65.250870,393118600 1729 | 2014-01-13,75.701431,80.028572,75.697144,77.238571,66.197319,439677700 1730 | 2014-01-20,77.284286,79.612854,77.202858,78.010002,66.858467,385276500 1731 | 2014-01-27,78.581429,79.257141,70.507141,71.514282,61.291309,816627700 1732 | 2014-02-03,71.801430,74.704285,71.328575,74.239998,63.627388,433633900 1733 | 2014-02-10,74.094284,77.997147,74.000000,77.712860,69.498520,379059800 1734 | 2014-02-17,78.000000,78.741432,74.942856,75.035713,67.104340,289665600 1735 | 2014-02-24,74.735718,76.107140,73.657143,75.177139,67.230804,367732400 1736 | 2014-03-03,74.774284,76.392860,74.687141,75.777145,67.767372,276050600 1737 | 2014-03-10,75.480003,77.094284,74.714287,74.955711,67.032784,288019200 1738 | 2014-03-17,75.385712,76.605713,75.028572,76.124283,68.077827,304098200 1739 | 2014-03-24,76.917145,78.428574,76.321426,76.694283,68.587601,340089400 1740 | 2014-03-31,77.032860,77.639999,75.797142,75.974289,67.943726,246861300 1741 | 2014-04-07,75.431427,76.034286,73.877144,74.230003,66.383789,312819500 1742 | 2014-04-14,74.557144,75.394287,73.047142,74.991432,67.064743,242816000 1743 | 2014-04-21,75.048569,81.712860,74.851425,81.705711,73.069313,482559700 1744 | 2014-04-28,81.828575,85.632858,81.792854,84.654289,75.706215,474766600 1745 | 2014-05-05,84.305717,86.344284,82.904289,83.648575,74.806801,366597700 1746 | 2014-05-12,83.927139,85.361427,83.628571,85.358574,79.424072,261613100 1747 | 2014-05-19,85.407143,87.818573,85.332855,87.732857,81.633316,295605100 1748 | 2014-05-26,87.982857,92.024284,87.947144,90.428574,84.141617,401210600 1749 | 2014-06-02,90.565712,93.037140,88.928574,92.224289,85.812477,412821500 1750 | 2014-06-09,92.699997,95.050003,90.879997,91.279999,84.933846,293147000 1751 | 2014-06-16,91.510002,92.750000,90.900002,90.910004,84.589569,235227000 1752 | 2014-06-23,91.320000,92.000000,89.650002,91.980003,85.585167,216257000 1753 | 2014-06-30,92.099998,94.099998,92.089996,94.029999,87.492630,139062100 1754 | 2014-07-07,94.139999,96.800003,93.519997,95.220001,88.599915,231830000 1755 | 2014-07-14,95.860001,97.099998,92.570000,94.430000,87.864822,248970200 1756 | 2014-07-21,94.989998,97.879997,93.720001,97.669998,90.879570,276392000 1757 | 2014-07-28,97.820000,99.440002,94.809998,96.129997,89.446640,236825000 1758 | 2014-08-04,96.370003,96.580002,93.279999,94.739998,88.153275,223025000 1759 | 2014-08-11,95.269997,98.190002,94.839996,97.980003,91.621513,179363000 1760 | 2014-08-18,98.489998,101.470001,97.980003,101.320000,94.744743,247332000 1761 | 2014-08-25,101.790001,102.900002,100.699997,102.500000,95.848152,238846000 1762 | 2014-09-01,103.059998,103.739998,97.790001,98.970001,92.547249,323160000 1763 | 2014-09-08,99.300003,103.080002,96.139999,101.660004,95.062691,462051800 1764 | 2014-09-15,102.809998,103.050003,98.889999,100.959999,94.408112,297352900 1765 | 2014-09-22,101.800003,102.940002,97.720001,100.750000,94.211754,338824900 1766 | 2014-09-29,98.650002,101.540001,98.040001,99.620003,93.155067,247749100 1767 | 2014-10-06,99.949997,102.379997,98.309998,100.730003,94.193039,280258200 1768 | 2014-10-13,101.330002,101.779999,95.180000,97.669998,91.331619,358539800 1769 | 2014-10-20,98.320000,105.489998,98.220001,105.220001,98.391663,358532900 1770 | 2014-10-27,104.849998,108.040001,104.699997,108.000000,100.991234,220230600 1771 | 2014-11-03,108.220001,110.300003,107.720001,109.010002,101.935707,199952900 1772 | 2014-11-10,109.019997,114.190002,108.400002,114.180000,107.233170,205166700 1773 | 2014-11-17,114.269997,117.570000,113.300003,116.470001,109.383842,233414700 1774 | 2014-11-24,116.849998,119.750000,116.620003,118.930000,111.694160,181873900 1775 | 2014-12-01,118.809998,119.250000,111.269997,115.000000,108.003265,266589700 1776 | 2014-12-08,114.099998,114.849998,109.349998,109.730003,103.053902,259868000 1777 | 2014-12-15,110.699997,113.239998,106.260002,111.779999,104.979164,328856600 1778 | 2014-12-22,112.160004,114.519997,111.970001,113.989998,107.054726,119396500 1779 | 2014-12-29,113.790001,114.769997,107.349998,109.330002,102.678230,152088400 1780 | 2015-01-05,108.290001,113.250000,104.629997,112.010002,105.195190,283252500 1781 | 2015-01-12,112.599998,112.800003,105.199997,105.989998,99.541428,303607000 1782 | 2015-01-19,107.839996,113.750000,106.500000,112.980003,106.106171,198737000 1783 | 2015-01-26,113.739998,120.000000,109.029999,117.160004,110.031860,465842700 1784 | 2015-02-02,118.050003,120.510002,116.080002,118.930000,111.694160,270757300 1785 | 2015-02-09,118.550003,127.480003,118.430000,127.080002,119.819328,303206800 1786 | 2015-02-16,127.489998,129.500000,126.919998,129.500000,122.101074,194354900 1787 | 2015-02-23,130.020004,133.600006,126.610001,128.460007,121.120499,368216200 1788 | 2015-03-02,129.250000,130.279999,125.760002,126.599998,119.366760,246938500 1789 | 2015-03-09,127.959999,129.570007,121.629997,123.589996,116.528725,326514100 1790 | 2015-03-16,123.879997,129.250000,122.870003,125.900002,118.706749,266672900 1791 | 2015-03-23,127.120003,128.039993,122.599998,123.250000,116.208160,209326300 1792 | 2015-03-30,124.050003,126.489998,123.099998,125.320000,118.159889,162031800 1793 | 2015-04-06,124.470001,128.119995,124.330002,127.099998,119.838188,182207500 1794 | 2015-04-13,128.369995,128.570007,124.459999,124.750000,117.622444,171186100 1795 | 2015-04-20,125.570000,130.630005,125.169998,130.279999,122.836502,207440700 1796 | 2015-04-27,132.309998,134.539993,124.580002,128.949997,121.582474,420972300 1797 | 2015-05-04,129.500000,130.570007,123.360001,127.620003,120.328484,271892000 1798 | 2015-05-11,127.389999,129.490005,124.820000,128.770004,121.919922,208301500 1799 | 2015-05-18,128.380005,132.970001,128.360001,132.539993,125.489357,217297400 1800 | 2015-05-25,132.600006,132.910004,129.119995,130.279999,123.349586,198148600 1801 | 2015-06-01,130.279999,131.389999,128.360001,128.649994,121.806305,170746700 1802 | 2015-06-08,128.899994,130.179993,125.620003,127.169998,120.405037,220114600 1803 | 2015-06-15,126.099998,128.309998,125.709999,126.599998,119.865356,198525200 1804 | 2015-06-22,127.489998,129.800003,126.510002,126.750000,120.007362,195594000 1805 | 2015-06-29,125.459999,126.940002,124.480003,126.440002,119.713867,150981900 1806 | 2015-07-06,124.940002,126.230003,119.220001,123.279999,116.721977,274944900 1807 | 2015-07-13,125.029999,129.619995,124.320000,129.619995,122.724678,189244900 1808 | 2015-07-20,130.970001,132.970001,121.989998,124.500000,117.877068,344269000 1809 | 2015-07-27,123.089996,123.910004,120.910004,121.300003,114.847298,191598600 1810 | 2015-08-03,121.500000,122.570000,112.099998,115.519997,109.374771,385000600 1811 | 2015-08-10,116.529999,119.989998,109.629997,115.959999,110.288322,344717200 1812 | 2015-08-17,116.040001,117.650002,105.650002,105.760002,100.587219,319668200 1813 | 2015-08-24,94.870003,113.309998,92.000000,113.290001,107.748924,500363000 1814 | 2015-08-31,112.029999,114.529999,107.360001,109.269997,103.925537,298194200 1815 | 2015-09-07,111.750000,114.209999,109.769997,114.209999,108.623924,252662700 1816 | 2015-09-14,116.580002,116.889999,111.870003,113.449997,107.901100,277276000 1817 | 2015-09-21,113.669998,116.690002,112.370003,114.709999,109.099472,242696300 1818 | 2015-09-28,113.849998,114.570000,107.309998,110.379997,104.981232,313896300 1819 | 2015-10-05,109.879997,112.279999,108.209999,112.120003,106.636162,261772800 1820 | 2015-10-12,112.730003,112.750000,109.559998,111.040001,105.608978,184885000 1821 | 2015-10-19,110.800003,119.230003,110.110001,119.080002,113.255737,221354200 1822 | 2015-10-26,118.080002,121.220001,113.989998,119.500000,113.655197,322362200 1823 | 2015-11-02,120.800003,123.820000,119.610001,121.059998,115.138878,195203400 1824 | 2015-11-09,120.959999,121.809998,112.269997,112.339996,107.302750,216555300 1825 | 2015-11-16,111.379997,119.919998,111.000000,119.300003,113.950661,189981200 1826 | 2015-11-23,119.269997,119.730003,117.120003,117.809998,112.527473,109720400 1827 | 2015-11-30,117.989998,119.410004,114.220001,119.029999,113.692772,206765800 1828 | 2015-12-07,118.980003,119.860001,112.849998,113.180000,108.105080,188745500 1829 | 2015-12-14,112.180000,112.800003,105.809998,106.029999,101.275681,315106400 1830 | 2015-12-21,107.279999,109.000000,105.570000,108.029999,103.185997,126607800 1831 | 2015-12-28,107.589996,109.430000,104.820000,105.260002,100.540207,123484500 1832 | 2016-01-04,102.610001,105.849998,96.430000,96.959999,92.612358,343790200 1833 | 2016-01-11,98.970001,101.190002,95.360001,97.129997,92.774750,303513300 1834 | 2016-01-18,98.410004,101.459999,93.419998,101.419998,96.872398,243384100 1835 | 2016-01-25,101.519997,101.529999,92.389999,97.339996,92.975334,380336500 1836 | 2016-02-01,96.470001,97.330002,93.690002,94.019997,89.804184,217154800 1837 | 2016-02-08,93.129997,96.349998,92.589996,93.989998,90.262688,231122300 1838 | 2016-02-15,95.019997,98.889999,94.610001,96.040001,92.231384,168316300 1839 | 2016-02-22,96.309998,98.019997,93.320000,96.910004,93.066895,159052900 1840 | 2016-02-29,96.860001,103.750000,96.650002,103.010002,98.924988,201803800 1841 | 2016-03-07,102.389999,102.830002,100.150002,102.260002,98.204727,155514300 1842 | 2016-03-14,101.910004,106.500000,101.779999,105.919998,101.719589,182073200 1843 | 2016-03-21,105.930000,107.650002,104.889999,105.669998,101.479515,119783600 1844 | 2016-03-28,106.000000,110.419998,104.879997,109.989998,105.628189,147965000 1845 | 2016-04-04,110.419998,112.190002,108.120003,108.660004,104.350922,145722600 1846 | 2016-04-11,108.970001,112.389999,108.660004,109.849998,105.493736,162310000 1847 | 2016-04-18,108.889999,108.949997,104.620003,105.680000,101.489113,189065500 1848 | 2016-04-25,105.000000,105.650002,92.510002,93.739998,90.022591,349424100 1849 | 2016-05-02,93.970001,95.900002,91.849998,92.720001,89.043060,225365600 1850 | 2016-05-09,93.000000,93.769997,89.470001,90.519997,87.459572,216049800 1851 | 2016-05-16,92.389999,95.430000,91.650002,95.220001,92.000664,212707200 1852 | 2016-05-23,95.870003,100.730003,95.669998,100.349998,96.957214,203888300 1853 | 2016-05-30,99.599998,100.400002,96.629997,97.919998,94.609375,139735000 1854 | 2016-06-06,97.989998,101.889999,97.550003,98.830002,95.488617,124864400 1855 | 2016-06-13,98.690002,99.120003,95.300003,95.330002,92.106941,191732600 1856 | 2016-06-20,96.000000,96.889999,92.650002,93.400002,90.242188,206729000 1857 | 2016-06-27,93.000000,96.470001,91.500000,95.889999,92.648010,184328400 1858 | 2016-07-04,95.389999,96.889999,94.370003,96.680000,93.411301,112706000 1859 | 2016-07-11,96.750000,99.300003,96.730003,98.779999,95.440300,142910600 1860 | 2016-07-18,98.699997,101.000000,98.309998,98.660004,95.324364,147565500 1861 | 2016-07-25,98.250000,104.550003,96.419998,104.209999,100.686714,256571000 1862 | 2016-08-01,104.410004,107.650002,104.000000,107.480003,103.846161,170149200 1863 | 2016-08-08,107.519997,108.940002,107.160004,108.180000,105.088715,124505800 1864 | 2016-08-15,108.139999,110.230003,108.080002,109.360001,106.234985,132371400 1865 | 2016-08-22,108.860001,109.320000,106.309998,106.940002,103.884140,123605500 1866 | 2016-08-29,106.620003,108.000000,105.500000,107.730003,104.651573,133000600 1867 | 2016-09-05,107.900002,108.760002,103.129997,103.129997,100.183022,168803700 1868 | 2016-09-12,102.650002,116.129997,102.529999,114.919998,111.636124,388228200 1869 | 2016-09-19,115.190002,116.180000,111.550003,112.709999,109.489258,201095700 1870 | 2016-09-26,111.639999,114.639999,111.550003,113.050003,109.819550,156384000 1871 | 2016-10-03,112.709999,114.559998,112.279999,114.059998,110.800682,126029400 1872 | 2016-10-10,115.019997,118.690002,114.720001,117.629997,114.268661,208708400 1873 | 2016-10-17,117.330002,118.209999,113.800003,116.599998,113.268097,115531500 1874 | 2016-10-24,117.099998,118.360001,113.309998,113.720001,110.470398,210225600 1875 | 2016-10-31,113.650002,114.230003,108.110001,108.839996,105.729851,156346500 1876 | 2016-11-07,110.080002,111.720001,105.830002,108.430000,105.872368,207019500 1877 | 2016-11-14,107.709999,110.540001,104.080002,110.059998,107.463921,198341400 1878 | 2016-11-21,110.120003,112.419998,110.010002,111.790001,109.153107,94132400 1879 | 2016-11-28,111.430000,112.470001,108.849998,109.900002,107.307686,155500000 1880 | 2016-12-05,110.000000,114.699997,108.250000,113.949997,111.262154,151989600 1881 | 2016-12-12,113.290001,116.730003,112.489998,115.970001,113.234512,195015600 1882 | 2016-12-19,115.800003,117.500000,115.589996,116.519997,113.771530,113254700 1883 | 2016-12-26,116.519997,118.019997,115.430000,115.820000,113.088043,84828600 1884 | 2017-01-02,115.800003,118.160004,114.760002,117.910004,115.128761,103845500 1885 | 2017-01-09,117.949997,119.930000,117.940002,119.040001,116.232101,138810700 1886 | 2017-01-16,118.339996,120.500000,118.220001,120.000000,117.169449,116348000 1887 | 2017-01-23,120.000000,122.440002,119.500000,121.949997,119.073456,124539300 1888 | 2017-01-30,120.930000,130.490005,120.620003,129.080002,126.035263,249781200 1889 | 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"0.3.0", 414 | "mime-types": "2.1.18" 415 | } 416 | }, 417 | "unpipe": { 418 | "version": "1.0.0", 419 | "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz", 420 | "integrity": "sha1-sr9O6FFKrmFltIF4KdIbLvSZBOw=" 421 | }, 422 | "utils-merge": { 423 | "version": "1.0.1", 424 | "resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz", 425 | "integrity": "sha1-n5VxD1CiZ5R7LMwSR0HBAoQn5xM=" 426 | }, 427 | "vary": { 428 | "version": "1.1.2", 429 | "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz", 430 | "integrity": "sha1-IpnwLG3tMNSllhsLn3RSShj2NPw=" 431 | } 432 | } 433 | } 434 | -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "x_team_tensorflow_js", 3 | "version": "1.0.0", 4 | "description": "X-Team Tensorflow JS", 5 | "scripts": { 6 | "start": "node cluster.js", 7 | "stop-win": "Taskkill /IM node.exe /F", 8 | "stop-linux": "killall node" 9 | }, 10 | "repository": { 11 | "type": "git", 12 | "url": "git+https://github.com/Thoughtscript/x_team_tensorflow_js.git" 13 | }, 14 | "engines": { 15 | "node": "=8.8.0" 16 | }, 17 | "keywords": [ 18 | "Tensorflow", 19 | "Machine Learning", 20 | "Stock Prediction" 21 | ], 22 | "author": "Adam I. Gerard", 23 | "license": "MIT", 24 | "devDependencies": {}, 25 | "dependencies": { 26 | "body-parser": "=1.18.2", 27 | "cookie-parser": "=1.4.3", 28 | "ejs": "=2.5.9", 29 | "express": "=4.16.3", 30 | "morgan": "=1.9.0" 31 | } 32 | } 33 | -------------------------------------------------------------------------------- /public/aapl.ejs: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | <% include ./partials/shared/head.ejs %> 5 | X-Team TensorFlow 6 | 7 | 8 | <% include ./partials/shared/nav.ejs %> 9 |
10 |
11 |
12 | <% include ./partials/shared/footer.ejs %> 13 | 14 | <% include ./partials/shared/scripts.ejs %> 15 | 16 | 17 | 18 | 19 | 20 | -------------------------------------------------------------------------------- /public/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/llSourcell/Financial_Forecasting_with_TensorflowJS/3244c20286dcb020c24fc948a3c408a6bf03b705/public/favicon.ico -------------------------------------------------------------------------------- /public/logic.ejs: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | <% include ./partials/shared/head.ejs %> 5 | X-Team TensorFlow 6 | 7 | 8 | <% include ./partials/shared/nav.ejs %> 9 |
10 |
11 |
12 | <% include ./partials/shared/footer.ejs %> 13 | 14 | <% include ./partials/shared/scripts.ejs %> 15 | 16 | 17 | 18 | -------------------------------------------------------------------------------- /public/partials/shared/footer.ejs: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /public/partials/shared/head.ejs: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 13 | 14 | -------------------------------------------------------------------------------- /public/partials/shared/nav.ejs: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /public/partials/shared/scripts.ejs: -------------------------------------------------------------------------------- 1 | 6 | 7 | 8 | 9 | 10 | -------------------------------------------------------------------------------- /public/scripts/0_logic.js: -------------------------------------------------------------------------------- 1 | // *********************************** 2 | // * * 3 | // * X-Team TensorFlow.js - Logic * 4 | // * * 5 | // *********************************** 6 | 7 | /** 8 | * Helpers 9 | */ 10 | 11 | const print = function (text) { 12 | let el = document.getElementsByClassName('logic')[0] 13 | el.append(document.createTextNode(text)) 14 | el.append(document.createElement('br')) 15 | console.log(text) 16 | } 17 | 18 | /** 19 | * Data sets 20 | */ 21 | 22 | const data = { 23 | 'dyadic': [[0, 0], [1, 0], [1, 1], [0, 1]], 24 | 'binary': [[0], [1]], 25 | 26 | 'xor': { 27 | 'training': [[0], [1], [0], [1]], 28 | 'testing': [[0, 0], [1, 0], [1, 1], [0, 1]], 29 | 'expected': [[0], [1], [0], [1]] 30 | }, 31 | 'or': { 32 | 'training': [[0], [1], [1], [1]], 33 | 'testing': [[0, 0], [1, 0], [1, 1], [0, 1]], 34 | 'expected': [[0], [1], [1], [1]] 35 | }, 36 | 'and': { 37 | 'training': [[0], [0], [1], [0]], 38 | 'testing': [[0, 0], [1, 0], [1, 1], [0, 1]], 39 | 'expected': [[0], [0], [1], [0]] 40 | }, 41 | 'implies': { 42 | 'training': [[1], [0], [1], [1]], 43 | 'testing': [[0, 0], [1, 0], [1, 1], [0, 1]], 44 | 'expected': [[1], [0], [1], [1]] 45 | }, 46 | 'negation': { 47 | 'training': [[1], [0]], 48 | 'testing': [[1], [1]], 49 | 'expected': [[0], [0]] 50 | } 51 | } 52 | 53 | /** 54 | * TensorFlow.js 55 | * 56 | * See: https://medium.com/tensorflow/a-gentle-introduction-to-tensorflow-js-dba2e5257702 57 | */ 58 | 59 | const ann = function (op, units, shape, cycles) { 60 | return new Promise(function (resolve, reject) { 61 | setTimeout(function () { 62 | try { 63 | const args = data[op], model = tf.sequential() 64 | model.add(tf.layers.dense({units: units, inputShape: shape, activation: 'tanh'})) 65 | model.add(tf.layers.dense({units: 1, activation: 'sigmoid'})) 66 | model.compile({optimizer: 'sgd', loss: 'binaryCrossentropy', lr: 0.1}) 67 | const xs = tf.tensor2d((units === 8) ? data.dyadic : data.binary), ys = tf.tensor2d(args['training']) 68 | model.fit(xs, ys, { 69 | batchSize: 1, 70 | epochs: cycles 71 | }).then(function() { 72 | print("") 73 | print('Running ANN for: ' + op + ' at ' + cycles + ' epochs') 74 | print(model.predict(tf.tensor2d(args['testing']))) 75 | print(args['expected']) 76 | resolve(print("")) 77 | }) 78 | } catch (ex) { 79 | resolve(print(ex)) 80 | } 81 | }, 5000) 82 | }) 83 | } 84 | 85 | /** 86 | * Init 87 | */ 88 | 89 | print('Beginning Logic ANN tests at ' + new Date() + '... this may take a while!') 90 | ann('xor', 8, 2, 100).then(function (a) { 91 | ann('or', 8, 2, 100).then(function (b) { 92 | ann('and', 8, 2, 100).then(function (c) { 93 | ann('implies', 8, 2, 100).then(function (d) { 94 | ann('negation', 4, 1, 100).then(function (e) { 95 | print('Completed tests at ' + new Date() + '... thanks for waiting!') 96 | }) 97 | }) 98 | }) 99 | }) 100 | }) -------------------------------------------------------------------------------- /public/scripts/1_stock.js: -------------------------------------------------------------------------------- 1 | // **************************************************************** 2 | // * * 3 | // * https://developer.mozilla.org/en-US/docs/Web/API/Fetch_API * 4 | // * * 5 | // **************************************************************** 6 | 7 | const init = { 8 | method: 'GET', 9 | headers: new Headers(), 10 | mode: 'cors', 11 | cache: 'default' 12 | } 13 | 14 | const fetchWrapper = function (url) { 15 | return new Promise(function (resolve, reject) { 16 | fetch(url, init) 17 | .catch(function (err) { 18 | console.error('Error fetching data, check your internet connection. ' + err) 19 | }) 20 | .then(function (success) { 21 | let r 22 | try { r = success.json() } 23 | catch (ex) { console.error(ex) } 24 | return r 25 | }) 26 | .then(function (secondSuccess) { 27 | return resolve(secondSuccess.data) 28 | }) 29 | }) 30 | } -------------------------------------------------------------------------------- /public/scripts/2a_cnn.js: -------------------------------------------------------------------------------- 1 | // *********************************** 2 | // * * 3 | // * X-Team TensorFlow.js - CNN * 4 | // * Helpers * 5 | // *********************************** 6 | 7 | /** 8 | * Helpers 9 | */ 10 | 11 | const print = function (text) { 12 | let el = document.getElementsByClassName('cnn')[0] 13 | el.append(document.createTextNode(text)) 14 | el.append(document.createElement('br')) 15 | console.log(text) 16 | } 17 | 18 | /** 19 | * Data sets 20 | * 21 | * {"Date":"1980-12-08","Open":0.513393,"High":0.515625,"Low":0.513393,"Close":0.513393,"Adj Close":0.023268,"Volume":117258400 22 | */ 23 | 24 | const d = { 25 | 'test_times': [new Date('1995-12-17T00:00:00.000').getTime(), 26 | new Date('2018-06-25T00:00:00.000').getTime()], 27 | 'test_highs': [184.160004, 184.919998] 28 | } 29 | 30 | const prep = function (data) { 31 | return new Promise(function (resolve, reject) { 32 | let dates = [], highs = [] 33 | try { 34 | for (let i = 0; i < data.length; i++) { 35 | dates.push(new Date(data[i]['Date'] + 'T00:00:00.000').getTime()) 36 | highs.push(data[i]['Close']) 37 | } 38 | } catch (ex) { 39 | resolve(ex) 40 | console.log(ex) 41 | } 42 | return resolve({ 43 | dates: dates, 44 | highs: highs 45 | }) 46 | }) 47 | } 48 | 49 | /** 50 | * TensorFlow.js helpers 51 | */ 52 | 53 | const modelHelper = function(model) { 54 | let layerNames = ['conv1d_Conv1D1', 55 | 'max_pooling1d_MaxPooling1D1', 56 | 'conv1d_Conv1D2', 57 | 'max_pooling1d_MaxPooling1D2', 58 | 'dense_Dense1' 59 | ] 60 | 61 | console.log("MODEL SUMMARY: ") 62 | model.summary() 63 | 64 | console.log("MODEL LAYERS: ") 65 | for (let i = 0; i < layerNames.length; i++) { 66 | console.log(model.getLayer(layerNames[i])) 67 | } 68 | 69 | console.log("SHAPES BY LAYER: ") 70 | for (let i = 0; i < layerNames.length; i++) { 71 | console.log("INPUT SHAPE " + model.getLayer(layerNames[i]).input.shape + " OUTPUT SHAPE " + model.getLayer(layerNames[i]).output.shape) 72 | } 73 | 74 | } -------------------------------------------------------------------------------- /public/scripts/2b_cnn.js: -------------------------------------------------------------------------------- 1 | 2 | // Step 1 - build Convolutional network 3 | const buildCnn = function (data) { 4 | //A promise represents the eventual result of an asynchronous 5 | //operation. It is a placeholder into which the successful 6 | //result value or reason for failure will materialize. 7 | return new Promise(function (resolve, reject) { 8 | //Linear stack of layers. 9 | const model = tf.sequential() 10 | 11 | //This layer creates a convolution kernel 12 | // that is convolved (actually cross-correlated) 13 | // with the layer input to produce a tensor of outputs. 14 | 15 | //kernel size - An integer or tuple/list of a single integer, 16 | // specifying the length of the 1D convolution window. 17 | //filters - Integer, the dimensionality of the output space 18 | // (i.e. the number of filters in the convolution). 19 | //stride- An integer or tuple/list of a single integer, 20 | // specifying the stride length of the convolution. 21 | //activation- nonlinearity 22 | // kernel-init - An initializer for the bias vector. 23 | //variance scaling - the weights initialization technique that tries to make the variance of the outputs 24 | //of a layer to be equal to the variance of its inputs 25 | model.add(tf.layers.conv1d({ 26 | inputShape: [data.dates.length, 1], 27 | kernelSize: 100, 28 | filters: 8, 29 | strides: 2, 30 | activation: 'relu', 31 | kernelInitializer: 'VarianceScaling' 32 | })) 33 | 34 | //poolsize - An integer or tuple/list of a single integer, 35 | //representing the size of the pooling window. 36 | //strides: An integer or tuple/list of a single integer, 37 | //specifying the strides of the pooling operation. 38 | model.add(tf.layers.maxPooling1d({ 39 | poolSize: [500], 40 | strides: [2] 41 | })) 42 | 43 | model.add(tf.layers.conv1d({ 44 | kernelSize: 5, 45 | filters: 16, 46 | strides: 1, 47 | activation: 'relu', 48 | kernelInitializer: 'VarianceScaling' 49 | })) 50 | 51 | model.add(tf.layers.maxPooling1d({ 52 | poolSize: [100], 53 | strides: [2] 54 | })) 55 | 56 | //dense (also known as a fully connected layer), 57 | //which will perform the final classification. 58 | // Flattening the output of a convolution+pooling layer pair before a dense layer is another common pattern in neural networks: 59 | model.add(tf.layers.dense({ 60 | units: 10, 61 | kernelInitializer: 'VarianceScaling', 62 | activation: 'softmax' 63 | })) 64 | //The Promise.resolve(value) method returns a 65 | //Promise object that is resolved with the given value. 66 | return resolve({ 67 | 'model': model, 68 | 'data': data 69 | }) 70 | }) 71 | } 72 | 73 | 74 | //Step 2 Train Model 75 | const cnn = function (model, data, cycles) { 76 | const tdates = tf.tensor1d(data.dates), 77 | thighs = tf.tensor1d(data.highs), 78 | test = tf.tensor1d(d.test_times), 79 | out = model.getLayer('dense_Dense1') 80 | 81 | //console.log(tdates) 82 | //console.log(thighs) 83 | 84 | modelHelper(model) 85 | 86 | //console.log(tdates.reshape([1, 1960, 1])) 87 | //console.log(thighs.reshape([1, 1960, 1])) 88 | 89 | return new Promise(function (resolve, reject) { 90 | setTimeout(function () { 91 | try { 92 | model.compile({optimizer: 'sgd', loss: 'binaryCrossentropy', lr: 0.1}) 93 | model.fit( 94 | tdates.reshape([1, 1960, 1]), 95 | thighs.reshape([1, 1960, 1]), { 96 | batchSize: 3, 97 | epochs: cycles 98 | }).then(function () { 99 | print('') 100 | print('Running CNN for AAPL at ' + cycles + ' epochs') 101 | print(model.predict(test)) 102 | print(d.test_highs) 103 | resolve(print('')) 104 | }) 105 | } catch (ex) { 106 | resolve(print(ex)) 107 | } 108 | }, 5000) 109 | }) 110 | } 111 | 112 | // Step 3 - Execute! 113 | print('Beginning AAPL CNN tests at ' + new Date() + '... this may take a while!') 114 | fetchWrapper('http://localhost:5555/api/').then(function (data) { 115 | prep(data).then(function (result) { 116 | buildCnn(result).then(function (built) { 117 | cnn(built.model, built.data, 100).then(function (e) { 118 | print('Completed tests at ' + new Date() + '... thanks for waiting!') 119 | }) 120 | }) 121 | }) 122 | }) 123 | -------------------------------------------------------------------------------- /public/scripts/vendor/gpu-core.min.js: -------------------------------------------------------------------------------- 1 | /** 2 | * gpu.js 3 | * http://gpu.rocks/ 4 | * 5 | * GPU Accelerated JavaScript 6 | * 7 | * @version 1.4.7 8 | * @date Fri Jun 29 2018 21:15:21 GMT-0400 (EDT) 9 | * 10 | * @license MIT 11 | * The MIT License 12 | * 13 | * Copyright (c) 2018 gpu.js Team 14 | */ 15 | "use strict";!function(){function e(n,t,r){function i(u,a){if(!t[u]){if(!n[u]){var l="function"==typeof require&&require;if(!a&&l)return l(u,!0);if(o)return o(u,!0);var f=new Error("Cannot find module '"+u+"'");throw f.code="MODULE_NOT_FOUND",f}var c=t[u]={exports:{}};n[u][0].call(c.exports,function(e){var t=n[u][1][e];return i(t?t:e)},c,c.exports,e,n,t,r)}return t[u].exports}for(var o="function"==typeof require&&require,u=0;u li { 28 | display: inline-block; 29 | } 30 | 31 | ul > li > a { 32 | text-decoration: none; 33 | color: white; 34 | padding-left: 100px; 35 | padding-right: 100px; 36 | top: 22px; 37 | position: relative 38 | } 39 | 40 | ul > li > a:hover { 41 | color: mediumpurple; 42 | opacity: .6; 43 | } 44 | 45 | main { 46 | background: #f12711; 47 | background: -webkit-linear-gradient(to left, #f5af19, #f12711); 48 | background: linear-gradient(to left, #f5af19, #f12711); 49 | opacity: .7 50 | } 51 | 52 | .logic, .cnn, .aapl { 53 | position: relative; 54 | color: white; 55 | width: 60%; 56 | height: 60%; 57 | left: 15%; 58 | top: 20%; 59 | } 60 | 61 | footer { 62 | position: fixed; 63 | height: 100px; 64 | width: 100%; 65 | background: #f12711; 66 | background: -webkit-linear-gradient(to right, #f5af19, #f12711); 67 | background: linear-gradient(to right, #f5af19, #f12711); 68 | border: 1px solid orangered; 69 | box-shadow: 1px 1px 1px 1px purple; 70 | bottom: 0; 71 | z-index: 999; 72 | opacity: .8; 73 | } 74 | -------------------------------------------------------------------------------- /server/api.js: -------------------------------------------------------------------------------- 1 | 'use strict' 2 | 3 | /** 4 | * Public API. 5 | */ 6 | 7 | const express = require('express'), 8 | publicapi = express.Router(), 9 | data = require('../data/AAPL.json') 10 | 11 | publicapi 12 | .get("/", async (req, res) => { 13 | let reponseData = await data 14 | return res.send({status: 200, data: reponseData}); 15 | }) 16 | 17 | console.log(`Public API initialized`); 18 | 19 | module.exports = publicapi; -------------------------------------------------------------------------------- /server/cluster.js: -------------------------------------------------------------------------------- 1 | 'use strict' 2 | 3 | /** 4 | * Core cluster logic. 5 | */ 6 | 7 | const cluster = require('cluster'), 8 | c = require('../cluster.config') 9 | 10 | module.exports = { 11 | 12 | createHttpCluster: () => { 13 | if (cluster.isMaster) { 14 | let cpuCount = require('os').cpus().length 15 | if (c.workers !== null) cpuCount = c.workers 16 | for (let i = 0; i < cpuCount; i++) { 17 | cluster.fork() 18 | } 19 | cluster.on('fork', worker => { 20 | console.log(`Worker %d created: ${worker.id}`) 21 | }).on('exit', (worker) => { 22 | console.error(`Worker %d died: ${worker.id}`) 23 | cluster.fork() 24 | }) 25 | } else require('./http').createHttpServer(c.port) 26 | } 27 | 28 | } -------------------------------------------------------------------------------- /server/express.js: -------------------------------------------------------------------------------- 1 | 'use strict' 2 | 3 | /** 4 | * Express server with security, api's, custom logging, etc. 5 | */ 6 | 7 | const express = require('express'), 8 | app = express(), 9 | bodyParser = require('body-parser'), 10 | c = require('../cluster.config'), 11 | path = require('path') 12 | 13 | module.exports = { 14 | createServer: () => { 15 | 16 | app.set('views', path.join(__dirname, '..', c.public)) 17 | .set('view engine', 'ejs') 18 | .use(express.static(path.join(__dirname, '..', c.public))) 19 | 20 | .use(require('morgan')('dev')) 21 | .use(bodyParser.json()) 22 | .use(bodyParser.urlencoded({extended: true})) 23 | .use(require('cookie-parser')()) 24 | 25 | .use('/', require('./viewcontroller')) 26 | .use('/api', require('./api')) 27 | 28 | const listener = app.listen(c.expressPort, err => { 29 | if (err) console.error(err) 30 | else console.log(`Express server listening on port ${listener.address().port}`) 31 | }) 32 | 33 | return app 34 | } 35 | } 36 | -------------------------------------------------------------------------------- /server/http.js: -------------------------------------------------------------------------------- 1 | 'use strict' 2 | 3 | /** 4 | * Core Http server 5 | */ 6 | 7 | module.exports = { 8 | createHttpServer: port => { 9 | 10 | const s = (require('http')).createServer(require('./express').createServer()) 11 | 12 | console.log('HTTP initialized!') 13 | console.log('View controller initialized!') 14 | 15 | s.on('clientError', (err, sck) => { 16 | const e = `HTTP/1.1 400 Bad Request! ${err}` 17 | console.error(e) 18 | sck.end(e) 19 | }) 20 | 21 | s.listen(port, () => { 22 | console.log(`HTTP server started on port: ${s.address().port}`) 23 | }) 24 | return s 25 | } 26 | 27 | } -------------------------------------------------------------------------------- /server/viewcontroller.js: -------------------------------------------------------------------------------- 1 | 'use strict' 2 | 3 | /** 4 | * Main view controller - for single page app. 5 | */ 6 | 7 | const express = require('express'), 8 | view = express.Router() 9 | 10 | view 11 | .get('/', (req, res) => res.render('logic.ejs')) 12 | .get('/aapl', (req, res) => res.render('aapl.ejs')) 13 | .get('/logic', (req, res) => res.render('logic.ejs')) 14 | 15 | console.log(`View controller initialized!`) 16 | 17 | module.exports = view --------------------------------------------------------------------------------