| | | *The author of this computation has been verified* | | R Software Module: /rwasp_exponentialsmoothing.wasp (opens new window with default values) | | Title produced by software: Exponential Smoothing | | Date of computation: Mon, 29 Nov 2010 19:15:15 +0000 | | | | Cite this page as follows: | | Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2010/Nov/29/t1291058039h9bgcv47gl9u7jj.htm/, Retrieved Mon, 29 Nov 2010 20:13:59 +0100 | | | | BibTeX entries for LaTeX users: | @Manual{KEY,
author = {{YOUR NAME}},
publisher = {Office for Research Development and Education},
title = {Statistical Computations at FreeStatistics.org, URL http://www.freestatistics.org/blog/date/2010/Nov/29/t1291058039h9bgcv47gl9u7jj.htm/},
year = {2010},
}
@Manual{R,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Development Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2010},
note = {{ISBN} 3-900051-07-0},
url = {http://www.R-project.org},
}
| | | | Original text written by user: | | | | | IsPrivate? | | No (this computation is public) | | | | User-defined keywords: | | | | | Dataseries X: | | » Textbox « » Textfile « » CSV « | | 15086
20559
39383
68032
42346
40184
29183
18049
24377
48033
61410
40637
37914
22481
17061
21921
34043
36152
38929
36713
27928
14178
19331
35030
37834
45257
39650
33001
22268
34283
63733
54548
31666
32654
28409
16234
19544
33375
30839
27581
28596
28542
14285
20799
28729
30278
31266
38341
24938
15700
17382
34229
29584
33909
29397
24644
14124
18770
32681
30518
34310
24217
15806
12362
13751
25312
23549
30305
30411
15593
17382
15806
29183
33348
33589
30198
23469
15593
16474
27341
26673
33268
26406
23656
15086
18316
27528
30305
34550
34710
23843
12362
21200
27261
31586
33322
32814
21974
17115
14445
26673
31746
28249
29103
21974
17622
21066
28382
32147
35885
40824
28622
24297
30465
47927
51665
57058
48407
30011
21413
30518
41171
37487
44456
41465
28409
34870
29557
44936
44028
45310
39302
28516
19865
30091
38101
44402
52359
71182
60796
43735
63947
89071
86321
90967
54441
36 etc... | | | | Output produced by software: |
| Estimated Parameters of Exponential Smoothing | | Parameter | Value | | alpha | 0.999933893038648 | | beta | FALSE | | gamma | FALSE |
| Interpolation Forecasts of Exponential Smoothing | | t | Observed | Fitted | Residuals | | 2 | 20559 | 15086 | 5473 | | 3 | 39383 | 20558.6381966005 | 18824.3618033995 | | 4 | 68032 | 39381.7555786418 | 28650.2444213582 | | 5 | 42346 | 68030.1060193993 | -25684.1060193993 | | 6 | 40184 | 42347.697898204 | -2163.69789820398 | | 7 | 29183 | 40184.1430354933 | -11001.1430354933 | | 8 | 18049 | 29183.7272521375 | -11134.7272521375 | | 9 | 24377 | 18049.7360829841 | 6327.26391701588 | | 10 | 48033 | 24376.5817238088 | 23656.4182761912 | | 11 | 61410 | 48031.4361460713 | 13378.5638539287 | | 12 | 40637 | 61409.1155837964 | -20772.1155837964 | | 13 | 37914 | 40638.3731814421 | -2724.37318144210 | | 14 | 22481 | 37914.1801000326 | -15433.1801000326 | | 15 | 17061 | 22482.0202406404 | -5421.02024064041 | | 16 | 21921 | 17061.3583671755 | 4859.64163282446 | | 17 | 34043 | 21920.6787438584 | 12122.3212561416 | | 18 | 36152 | 34042.1986301772 | 2109.80136982277 | | 19 | 38929 | 36151.8605274424 | 2777.13947255762 | | 20 | 36713 | 38928.8164117482 | -2215.81641174822 | | 21 | 27928 | 36713.1464808899 | -8785.1464808899 | | 22 | 14178 | 27928.5807593389 | -13750.5807593389 | | 23 | 19331 | 14178.9090091108 | 5152.09099088918 | | 24 | 35030 | 19330.65941092 | 15699.3405890800 | | 25 | 37834 | 35028.9621642984 | 2805.03783570157 | | 26 | 45257 | 37833.8145674722 | 7423.1854325278 | | 27 | 39650 | 45256.5092757675 | -5606.5092757675 | | 28 | 33001 | 39650.370629292 | -6649.37062929201 | | 29 | 22268 | 33001.4395696872 | -10733.4395696872 | | 30 | 34283 | 22268.7095550748 | 12014.2904449252 | | 31 | 63733 | 34282.2057717659 | 29450.7942282341 | | 32 | 54548 | 63731.0530974842 | -9183.05309748417 | | 33 | 31666 | 54548.6070637362 | -22882.6070637362 | | 34 | 32654 | 31667.5126996208 | 986.487300379205 | | 35 | 28409 | 32653.9347863222 | -4244.93478632216 | | 36 | 16234 | 28409.2806197399 | -12175.2806197399 | | 37 | 19544 | 16234.8048708054 | 3309.19512919462 | | 38 | 33375 | 19543.7812391655 | 13831.2187608345 | | 39 | 30839 | 33374.0856601559 | -2535.08566015593 | | 40 | 27581 | 30839.1675868098 | -3258.16758680976 | | 41 | 28596 | 27581.2153875587 | 1014.78461244126 | | 42 | 28542 | 28595.9329156728 | -53.9329156728454 | | 43 | 14285 | 28542.0035653412 | -14257.0035653412 | | 44 | 20799 | 14285.9424871837 | 6513.05751281631 | | 45 | 28729 | 20798.5694415587 | 7930.43055844128 | | 46 | 30278 | 28728.4757433336 | 1549.52425666643 | | 47 | 31266 | 30277.8975656599 | 988.102434340148 | | 48 | 38341 | 31265.9346795506 | 7075.06532044944 | | 49 | 24938 | 38340.5322889303 | -13402.5322889303 | | 50 | 15700 | 24938.8860006840 | -9238.88600068404 | | 51 | 17382 | 15700.6107546798 | 1681.38924532022 | | 52 | 34229 | 17381.8888484661 | 16847.1111515339 | | 53 | 29584 | 34227.8862886742 | -4643.88628867421 | | 54 | 33909 | 29584.3069932114 | 4324.69300678859 | | 55 | 29397 | 33908.7141076865 | -4511.71410768654 | | 56 | 24644 | 29397.2982557101 | -4753.29825571015 | | 57 | 14124 | 24644.3142261041 | -10520.3142261041 | | 58 | 18770 | 14124.6954660060 | 4645.30453399405 | | 59 | 32681 | 18769.6929130327 | 13911.3070869673 | | 60 | 30518 | 32680.0803657600 | -2162.08036576005 | | 61 | 34310 | 30518.1429285632 | 3791.85707143682 | | 62 | 24217 | 34309.7493318511 | -10092.7493318511 | | 63 | 15806 | 24217.66720099 | -8411.66720099001 | | 64 | 12362 | 15806.5560697586 | -3444.55606975856 | | 65 | 13751 | 12362.2277091350 | 1388.77229086502 | | 66 | 25312 | 13750.9081924838 | 11561.0918075162 | | 67 | 23549 | 25311.2357313507 | -1762.23573135069 | | 68 | 30305 | 23549.1164960494 | 6755.88350395062 | | 69 | 30411 | 30304.5533890703 | 106.446610929692 | | 70 | 15593 | 30410.992963138 | -14817.992963138 | | 71 | 17382 | 15593.9795724881 | 1788.02042751187 | | 72 | 15806 | 17381.8817994027 | -1575.8817994027 | | 73 | 29183 | 15806.1041767572 | 13376.8958232428 | | 74 | 33348 | 29182.1156940648 | 4165.8843059352 | | 75 | 33589 | 33347.7246060472 | 241.275393952812 | | 76 | 30198 | 33588.9840500169 | -3390.98405001686 | | 77 | 23469 | 30198.2241676515 | -6729.22416765154 | | 78 | 15593 | 23469.444848562 | -7876.44484856198 | | 79 | 16474 | 15593.5206878352 | 880.479312164805 | | 80 | 27341 | 16473.9417941881 | 10867.0582058119 | | 81 | 26673 | 27340.2816118032 | -667.28161180318 | | 82 | 33268 | 26673.0441119597 | 6594.95588804028 | | 83 | 26406 | 33267.564027506 | -6861.56402750599 | | 84 | 23656 | 26406.453597148 | -2750.45359714798 | | 85 | 15086 | 23656.1818241296 | -8570.18182412965 | | 86 | 18316 | 15086.5665486786 | 3229.43345132137 | | 87 | 27528 | 18315.7865119676 | 9212.21348803235 | | 88 | 30305 | 27527.391008559 | 2777.60899144102 | | 89 | 34550 | 30304.8163807098 | 4245.18361929025 | | 90 | 34710 | 34549.7193638105 | 160.280636189455 | | 91 | 23843 | 34709.9894043342 | -10866.9894043342 | | 92 | 12362 | 23843.7183836486 | -11481.7183836486 | | 93 | 21200 | 12362.7590215134 | 8837.24097848656 | | 94 | 27261 | 21199.4157968522 | 6061.58420314782 | | 95 | 31586 | 27260.5992870874 | 4325.40071291265 | | 96 | 33322 | 31585.7140609022 | 1736.28593909776 | | 97 | 32814 | 33321.8852194125 | -507.885219412528 | | 98 | 21974 | 32814.0335747486 | -10840.0335747486 | | 99 | 17115 | 21974.7166016806 | -4859.71660168058 | | 100 | 14445 | 17115.3212610976 | -2670.32126109757 | | 101 | 26673 | 14445.1765268244 | 12227.8234731756 | | 102 | 31746 | 26672.1916557462 | 5073.80834425376 | | 103 | 28249 | 31745.6645859479 | -3496.66458594788 | | 104 | 29103 | 28249.2311538706 | 853.768846129355 | | 105 | 21974 | 29102.9435599359 | -7128.94355993588 | | 106 | 17622 | 21974.4712727964 | -4352.4712727964 | | 107 | 21066 | 17622.2877286502 | 3443.71227134978 | | 108 | 28382 | 21065.7723466460 | 7316.22765335403 | | 109 | 32147 | 28381.5163464213 | 3765.48365357872 | | 110 | 35885 | 32146.7510753176 | 3738.24892468236 | | 111 | 40824 | 35884.7528757228 | 4939.24712427719 | | 112 | 28622 | 40823.6734813813 | -12201.6734813813 | | 113 | 24297 | 28622.8066155573 | -4325.80661555726 | | 114 | 30465 | 24297.2859659308 | 6167.71403406925 | | 115 | 47927 | 30464.5922711667 | 17462.4077288333 | | 116 | 51665 | 47925.8456132872 | 3739.15438671284 | | 117 | 57058 | 51664.7528158655 | 5393.24718413453 | | 118 | 48407 | 57057.6434688168 | -8650.64346881684 | | 119 | 30011 | 48407.5718677535 | -18396.5718677535 | | 120 | 21413 | 30012.2161414655 | -8599.21614146547 | | 121 | 30518 | 21413.5684680491 | 9104.43153195088 | | 122 | 41171 | 30517.3981336966 | 10653.6018663034 | | 123 | 37487 | 41170.2957227532 | -3683.29572275317 | | 124 | 44456 | 37487.243491488 | 6968.75650851201 | | 125 | 41465 | 44455.5393166828 | -2990.53931668282 | | 126 | 28409 | 41465.197695467 | -13056.1976954670 | | 127 | 34870 | 28409.8631055565 | 6460.13689444354 | | 128 | 29557 | 34869.57293998 | -5312.57293997999 | | 129 | 44936 | 29557.351198054 | 15378.6488019460 | | 130 | 44028 | 44934.983364258 | -906.983364258005 | | 131 | 45310 | 44028.0599579142 | 1281.94004208579 | | 132 | 39302 | 45309.9152548392 | -6007.91525483918 | | 133 | 28516 | 39302.3971650216 | -10786.3971650216 | | 134 | 19865 | 28516.7130559405 | -8651.71305594052 | | 135 | 30091 | 19865.5719384606 | 10225.4280615394 | | 136 | 38101 | 30090.3240280223 | 8010.67597197767 | | 137 | 44402 | 38100.4704385531 | 6301.52956144689 | | 138 | 52359 | 44401.5834250288 | 7957.41657497118 | | 139 | 71182 | 52358.47395937 | 18823.52604063 | | 140 | 60796 | 71180.7556338915 | -10384.7556338915 | | 141 | 43735 | 60796.6865046393 | -17061.6865046393 | | 142 | 63947 | 43736.1278962504 | 20210.8721037496 | | 143 | 89071 | 63945.663920659 | 25125.3360793411 | | 144 | 86321 | 89069.3390403789 | -2748.33904037885 | | 145 | 90967 | 86321.1816843427 | 4645.81831565728 | | 146 | 54441 | 90966.6928790682 | -36525.6928790682 | | 147 | 36339 | 54443.4146025675 | -18104.4146025675 | | 148 | 29290 | 36340.1968278364 | -7050.19682783643 | | 149 | 65842 | 29290.4660670892 | 36551.5339329108 | | 150 | 99404 | 65839.583689159 | 33564.4163108411 | | 151 | 83865 | 99401.7811584281 | -15536.7811584281 | | 152 | 84452 | 83866.0270893916 | 585.972910608427 | | 153 | 76309 | 84451.9612631114 | -8142.96126311144 | | 154 | 69554 | 76309.5383064255 | -6755.53830642551 | | 155 | 44616 | 69554.4465881097 | -24938.4465881097 | | 156 | 67337 | 44617.6486049248 | 22719.3513950752 | | 157 | 94144 | 67335.4980927154 | 26808.5019072846 | | 158 | 84425 | 94142.2277714005 | -9717.22777140052 | | 159 | 76763 | 84425.6423764007 | -7662.64237640073 | | 160 | 73559 | 76763.5065540034 | -3204.50655400343 | | 161 | 60956 | 73559.2118401909 | -12603.2118401909 | | 162 | 46271 | 60956.833160038 | -14685.8331600380 | | 163 | 74066 | 46271.9708358051 | 27794.0291641949 | | 164 | 91634 | 74064.1626211882 | 17569.8373788118 | | 165 | 63947 | 91632.8385114394 | -27685.8385114394 | | 166 | 56017 | 63948.8302266565 | -7931.83022665647 | | 167 | 53293 | 56017.5243491942 | -2724.52434919425 | | 168 | 54895 | 53293.1801100259 | 1601.81988997415 | | 169 | 48781 | 54894.8941085544 | -6113.89410855444 | | 170 | 60449 | 48781.4041709615 | 11667.5958290385 | | 171 | 99965 | 60448.2286906935 | 39516.7713093065 | | 172 | 84746 | 99962.3876663263 | -15216.3876663263 | | 173 | 81088 | 84747.0059091514 | -3659.00590915137 | | 174 | 77777 | 81088.2418857622 | -3311.24188576223 | | 175 | 60315 | 77777.2188961394 | -17462.2188961394 | | 176 | 46218 | 60316.1543742297 | -14098.1543742297 | | 177 | 62985 | 46218.9319861464 | 16766.0680138536 | | 178 | 92596 | 62983.8916461898 | 29612.1083538102 | | 179 | 78525 | 92594.0424334975 | -14069.0424334975 | | 180 | 72811 | 78525.9300616444 | -5714.93006164441 | | 181 | 62318 | 72811.3777966607 | -10493.3777966607 | | 182 | 48140 | 62318.6936853205 | -14178.6936853205 | | 183 | 45443 | 48140.9373103555 | -2697.93731035548 | | 184 | 66910 | 45443.1783524375 | 21466.8216475625 | | 185 | 90032 | 66908.580893651 | 23123.419106349 | | 186 | 91661 | 90030.4713810268 | 1630.52861897319 | | 187 | 103516 | 91660.8922107076 | 11855.1077892924 | | 188 | 100285 | 103515.216294848 | -3230.21629484755 | | 189 | 72384 | 100285.213539784 | -27901.2135397838 | | 190 | 51985 | 72385.8444644452 | -20400.8444644452 | | 191 | 72224 | 51986.3486378366 | 20237.6513621634 | | 192 | 99351 | 72222.6621503636 | 27128.3378496364 | | 193 | 108616 | 99349.2066280182 | 9266.79337198177 | | 194 | 102128 | 108615.387400449 | -6487.3874004487 | | 195 | 97669 | 102128.428861468 | -4459.42886146816 | | 196 | 71716 | 97669.2947992914 | -25953.2947992914 | | 197 | 51584 | 71717.7156934563 | -20133.7156934563 | | 198 | 63413 | 51585.3309787652 | 11827.6690212348 | | 199 | 88137 | 63412.2181087411 | 24724.7818912589 | | 200 | 86535 | 88135.365519799 | -1600.36551979907 | | 201 | 91955 | 86535.1057953016 | 5419.89420469843 | | 202 | 84853 | 91954.6417072633 | -7101.64170726328 | | 203 | 54388 | 84853.4694679539 | -30465.4694679539 | | 204 | 40931 | 54390.0139796127 | -13459.0139796127 | | 205 | 58900 | 40931.889734517 | 17968.110265483 | | 206 | 76576 | 58898.8121828291 | 17677.1878171709 | | 207 | 80447 | 76574.8314148282 | 3872.16858517184 | | 208 | 60315 | 80446.744022701 | -20131.744022701 | | 209 | 52012 | 60316.330848424 | -8304.33084842406 | | 210 | 37487 | 52012.5489740784 | -14525.5489740784 | | 211 | 19972 | 37487.9602399046 | -17515.9602399046 | | 212 | 25338 | 19973.1579269066 | 5364.84207309338 | | 213 | 23549 | 25337.6453465924 | -1788.64534659241 | | 214 | 19785 | 23549.1182419088 | -3764.1182419088 | | 215 | 29637 | 19785.2488344191 | 9851.75116558086 | | 216 | 34416 | 29636.3487306665 | 4779.65126933355 | | 217 | 26914 | 34415.6840317783 | -7501.68403177826 | | 218 | 25071 | 26914.4959135364 | -1843.49591353636 | | 219 | 24003 | 25071.1218679131 | -1068.12186791311 | | 220 | 19358 | 24003.0706102910 | -4645.07061029104 | | 221 | 28783 | 19358.3070715033 | 9424.69292849669 | | 222 | 46992 | 28782.3769621888 | 18209.6230378112 | | 223 | 49796 | 46990.7962171536 | 2805.20378284639 | | 224 | 40904 | 49795.8145565019 | -8891.81455650194 | | 225 | 33722 | 40904.5878108412 | -7182.58781084124 | | 226 | 42640 | 33722.4748190548 | 8917.52518094518 | | 227 | 56097 | 42639.4104895075 | 13457.5895104925 | | 228 | 62184 | 56096.1103596503 | 6087.88964034966 | | 229 | 63039 | 62183.5975481148 | 855.402451885166 | | 230 | 61730 | 63038.9434519432 | -1308.94345194317 | | 231 | 44349 | 61730.0865302742 | -17381.0865302742 | | 232 | 32307 | 44350.1490108155 | -12043.1490108155 | | 233 | 45123 | 32307.7961359862 | 12815.2038640138 | | 234 | 63466 | 45122.1528258134 | 18343.8471741866 | | 235 | 71903 | 63464.7873440038 | 8438.21265599619 | | 236 | 73211 | 71902.4421754021 | 1308.55782459793 | | 237 | 67845 | 73210.9134952185 | -5365.91349521847 | | 238 | 51237 | 67845.354724236 | -16608.3547242361 | | 239 | 31506 | 51238.0979278639 | -19732.0979278639 | | 240 | 45043 | 31507.3044290351 | 13535.6955709649 | | 241 | 74386 | 45042.105196296 | 29343.894803704 | | 242 | 76602 | 74384.0601642803 | 2217.93983571971 | | 243 | 72704 | 76601.853378737 | -3897.85337873700 | | 244 | 71770 | 72704.2576752427 | -934.257675242668 | | 245 | 52225 | 71770.061760936 | -19545.0617609360 | | 246 | 40958 | 52226.2920646425 | -11268.2920646425 | | 247 | 55856 | 40958.744912548 | 14897.2550874520 | | 248 | 79700 | 55855.0151877337 | 23844.9848122663 | | 249 | 81889 | 79698.4236805106 | 2190.57631948942 | | 250 | 82049 | 81888.8551876559 | 160.144812344093 | | 251 | 66643 | 82048.989413313 | -15405.9894133131 | | 252 | 54655 | 66644.0184431467 | -11989.0184431467 | | 253 | 36739 | 54655.7925575789 | -17916.7925575789 | | 254 | 53026 | 36740.1844247132 | 16285.8155752868 | | 255 | 78098 | 53024.9233942192 | 25073.0766057808 | | 256 | 81248 | 78096.3424950938 | 3151.65750490615 | | 257 | 84372 | 81247.7916534991 | 3124.20834650088 | | 258 | 75614 | 84371.7934680796 | -8757.79346807959 | | 259 | 63012 | 75614.5789511143 | -12602.5789511143 | | 260 | 38795 | 63012.8331181997 | -24217.8331181997 | | 261 | 55670 | 38796.600967358 | 16873.3990326420 | | 262 | 81168 | 55668.8845508623 | 25499.1154491377 | | 263 | 85787 | 81166.3143309605 | 4620.68566903951 | | 264 | 88591 | 85786.694540511 | 2804.30545948894 | | 265 | 75401 | 88590.8146158874 | -13189.8146158874 | | 266 | 63413 | 75401.871938565 | -11988.8719385650 | | 267 | 42907 | 63413.7925478939 | -20506.7925478939 | | 268 | 62291 | 42908.3556417424 | 19382.6443582576 | | 269 | 86241 | 62289.7186722785 | 23951.2813277215 | | 270 | 85200 | 86239.416653571 | -1039.41665357094 | | 271 | 84559 | 85200.0687126765 | -641.06871267654 | | 272 | 75801 | 84559.0423791046 | -8758.04237910462 | | 273 | 72304 | 75801.578967569 | -3497.57896756908 | | 274 | 50944 | 72304.2312143176 | -21360.2312143176 | | 275 | 70034 | 50945.4120599794 | 19088.5879400206 | | 276 | 104691 | 70032.7381114548 | 34658.2618885452 | | 277 | 88404 | 104688.708847621 | -16284.7088476208 | | 278 | 93397 | 88405.0765326184 | 4991.92346738158 | | 279 | 88030 | 93396.6699991083 | -5366.66999910827 | | 280 | 60582 | 88030.3547742462 | -27448.3547742462 | | 281 | 50890 | 60583.8145273282 | -9693.81452732824 | | 282 | 69847 | 50890.6408286223 | 18956.3591713777 | | 283 | 90166 | 69845.7468526969 | 20320.2531473031 | | 284 | 84158 | 90164.6566898105 | -6006.65668981054 | | 285 | 82503 | 84158.3970818216 | -1655.39708182165 | | 286 | 83811 | 82503.1094332709 | 1307.89056672910 | | 287 | 66296 | 83810.9135393289 | -17514.9135393289 | | 288 | 42640 | 66297.1578577124 | -23657.1578577124 | | 289 | 55563 | 42641.5639028202 | 12921.4360971798 | | 290 | 82450 | 55562.1458031233 | 26887.8541968767 | | 291 | 84799 | 82448.2225256618 | 2350.77747433823 | | 292 | 82370 | 84798.8445972444 | -2428.84459724436 | | 293 | 83384 | 82370.1605635359 | 1013.83943646408 | | 294 | 60075 | 83383.9329781556 | -23308.9329781556 | | 295 | 41091 | 60076.5408827315 | -18985.5408827315 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82421.8245284935 | 34337.1754715065 | | 333 | 101941 | 116756.730073668 | -14815.7300736682 | | 334 | 101140 | 101941.979422895 | -801.979422895383 | | 335 | 98790 | 101140.053016423 | -2350.05301642271 | | 336 | 65949 | 98790.155354864 | -32841.1553548639 | | 337 | 49635 | 65951.1710289878 | -16316.1710289878 | | 338 | 77323 | 49636.0786124876 | 27686.9213875124 | | 339 | 109203 | 77321.1697017579 | 31881.8302982421 | | 340 | 102902 | 109200.892389077 | -6298.89238907665 | | 341 | 93637 | 102902.416400636 | -9265.41640063573 | | 342 | 89365 | 93637.6125085239 | -4272.6125085239 | | 343 | 72250 | 89365.28244943 | -17115.2824494300 | | 344 | 53267 | 72251.1314393154 | -18984.1314393154 | | 345 | 73238 | 53268.2549832434 | 19969.7450167566 | | 346 | 99725 | 73236.679860838 | 26488.320139162 | | 347 | 69100 | 99723.2489376443 | -30623.2489376443 | | 348 | 66323 | 69102.024409934 | -2779.02440993399 | | 349 | 80447 | 66323.1837128593 | 14123.8162871407 | | 350 | 80954 | 80446.0663174226 | 507.933682577437 | | 351 | 48194 | 80953.9664220477 | -32759.9664220477 | | 352 | 52546 | 48196.1656618342 | 4349.83433816585 | | 353 | 91821 | 52545.7124456695 | 39275.2875543305 | | 354 | 84372 | 91818.4036300836 | -7446.40363008356 | | 355 | 90994 | 84372.492259117 | 6621.50774088301 | | 356 | 72410 | 90993.5622722437 | -18583.5622722437 | | 357 | 62745 | 72411.2285028329 | -9666.2285028329 | | 358 | 47366 | 62745.639004994 | -15379.6390049941 | | 359 | 63947 | 47367.0167012013 | 16579.9832987987 | | 360 | 82690 | 63945.9039476848 | 18744.0960523152 | | 361 | 89712 | 82688.7608847667 | 7023.2391152333 | | 362 | 79085 | 89711.5357150033 | -10626.5357150033 | | 363 | 80527 | 79085.7024879858 | 1441.29751201418 | | 364 | 61303 | 80526.904720201 | -19223.9047202011 | | 365 | 40691 | 61304.2708339264 | -20613.2708339264 | | 366 | 58340 | 40692.3626806984 | 17647.6373193016 | | 367 | 79166 | 58338.8333683218 | 20827.1666316782 | | 368 | 82850 | 79164.6231793004 | 3685.37682069959 | | 369 | 82076 | 82849.756370937 | -773.756370936942 | | 370 | 73292 | 82076.0511506825 | -8784.05115068251 | | 371 | 60823 | 73292.58068693 | -12469.5806869299 | | 372 | 51157 | 60823.8243260885 | -9666.82432608854 | | 373 | 61410 | 51157.6390443821 | 10252.3609556179 | | 374 | 64294 | 61409.3222475705 | 2884.67775242946 | | 375 | 67658 | 64293.8093027193 | 3364.19069728069 | | 376 | 66323 | 67657.7776035756 | -1334.77760357560 | | 377 | 66563 | 66323.0882380915 | 239.911761908545 | | 378 | 52145 | 66562.9841401624 | -14417.9841401624 | | 379 | 36980 | 52145.9531291203 | -15165.9531291203 | | 380 | 50703 | 36981.0025750774 | 13721.9974249226 | | 381 | 68112 | 50702.0928804466 | 17409.9071195534 | | 382 | 68379 | 68110.8490839429 | 268.150916057086 | | 383 | 65735 | 68378.9822733578 | -2643.98227335776 | | 384 | 60716 | 65735.174785634 | -5019.17478563396 | | 385 | 50463 | 60716.3318023936 | -10253.3318023936 | | 386 | 33749 | 50463.6778166092 | -16714.6778166092 | | 387 | 39436 | 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424 | 75080 | 71287.642701674 | 3792.35729832605 | | 425 | 77377 | 75079.7492987826 | 2297.25070121736 | | 426 | 68779 | 77376.8481357367 | -8597.84813573668 | | 427 | 49155 | 68779.5683776144 | -19624.5683776144 | | 428 | 30678 | 49156.2973205833 | -18478.2973205833 | | 429 | 49342 | 30679.2215440868 | 18662.7784559132 | | 430 | 67604 | 49340.7662604259 | 18263.2337395741 | | 431 | 63733 | 67602.792673113 | -3869.79267311301 | | 432 | 71209 | 63733.2558202347 | 7475.74417976532 | | 433 | 59461 | 71208.5058012684 | -11747.5058012684 | | 434 | 49609 | 59461.776591912 | -9852.77659191198 | | 435 | 30839 | 49609.6513371214 | -18770.6513371214 | | 436 | 39302 | 30840.2408707225 | 8461.7591292775 | | 437 | 67685 | 39301.4406188163 | 28383.5593811837 | | 438 | 67925 | 67683.123649137 | 241.876350863036 | | 439 | 66056 | 67924.9840102894 | -1868.98401028942 | | 440 | 60743 | 66056.1235528537 | -5313.12355285374 | | 441 | 49422 | 60743.3512344534 | -11321.3512344534 | | 442 | 30972 | 49422.7484201285 | -18450.7484201285 | | 443 | 34924 | 30973.2197229127 | 3950.78027708728 | | 444 | 56818 | 34923.7388259209 | 21894.2611740791 | | 445 | 62024 | 56816.5526369227 | 5207.44736307726 | | 446 | 59274 | 62023.6557514784 | -2749.65575147843 | | 447 | 59007 | 59274.1817713865 | -267.181771386495 | | 448 | 43494 | 59007.017662575 | -15513.0176625750 | | 449 | 26486 | 43495.0255184591 | -17009.0255184591 | | 450 | 41252 | 26487.1244149926 | 14764.8755850074 | | 451 | 63146 | 41251.0239389403 | 21894.9760610597 | | 452 | 70114 | 63144.5525896637 | 6969.44741033627 | | 453 | 57779 | 70113.5392710094 | -12334.5392710094 | | 454 | 61944 | 57779.8153989109 | 4164.18460108912 | | 455 | 48728 | 61943.7247184095 | -13215.7247184095 | | 456 | 32708 | 48728.8736514032 | -16020.8736514032 | | 457 | 40237 | 32709.0590912753 | 7527.9409087247 | | 458 | 67845 | 40236.5023507013 | 27608.4976492987 | | 459 | 68913 | 67843.1748861129 | 1069.82511388708 | | 460 | 66697 | 68912.9292771125 | 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479 | 98897 | 64185.5809922468 | 34711.4190077532 | | 480 | 108429 | 98894.7053335652 | 9534.29466643481 | | 481 | 92249 | 108428.369716751 | -16179.3697167510 | | 482 | 111820 | 92250.0695689686 | 19569.9304310314 | | 483 | 77163 | 111818.706291365 | -34655.7062913653 | | 484 | 59648 | 77165.2909834364 | -17517.2909834364 | | 485 | 83651 | 59649.158014878 | 24001.8419851220 | | 486 | 103569 | 83649.4133111595 | 19919.5866888405 | | 487 | 108749 | 103567.683176653 | 5181.31682334738 | | 488 | 96948 | 108748.657478889 | -11800.6574788890 | | 489 | 90113 | 96948.7801056079 | -6835.78010560789 | | 490 | 75614 | 90113.4518926513 | -14499.4518926513 | | 491 | 52733 | 75614.9585147059 | -22881.9585147059 | | 492 | 78178 | 52734.5126567472 | 25443.4873432528 | | 493 | 103302 | 78176.3180083655 | 25125.6819916345 | | 494 | 96040 | 103300.339017512 | -7260.33901751164 | | 495 | 98843 | 96040.4799589508 | 2802.52004104917 | | 496 | 93183 | 98842.814733916 | -5659.81473391596 | | 497 | 75267 | 93183.3741531539 | -17916.3741531539 | | 498 | 54815 | 75268.1843970537 | -20453.1843970537 | | 499 | 93904 | 54816.3520978705 | 39087.6479021295 | | 500 | 110725 | 93901.4160343708 | 16823.5839656292 | | 501 | 107735 | 110723.887843985 | -2988.88784398498 | | 502 | 100793 | 107735.197586293 | -6942.19758629319 | | 503 | 102795 | 100793.458927588 | 2001.54107241247 | | 504 | 73772 | 102794.867684202 | -29022.8676842017 | | 505 | 63092 | 73773.9186135923 | -10681.9186135923 | | 506 | 82476 | 63092.706149181 | 19383.2938508190 | | 507 | 162042 | 82474.7186293425 | 79567.2813706575 | | 508 | 108215 | 162036.740048806 | -53821.7400488055 | | 509 | 100846 | 108218.557991689 | -7372.5579916893 | | 510 | 104183 | 100846.487377406 | 3336.51262259379 | | 511 | 82156 | 104182.779433289 | -22026.779433289 | | 512 | 59728 | 82157.4561234567 | -22429.4561234567 | | 513 | 97028 | 59729.4827431891 | 37298.5172568109 | | 514 | 148746 | 97025.5343083612 | 51720.4656916388 | | 515 | 101380 | 148742.580917173 | -47362.5809171734 | | 516 | 100953 | 101383.130996306 | -430.130996306223 | | 517 | 100205 | 100953.028434653 | -748.028434653155 | | 518 | 73292 | 100205.049449887 | -26913.0494498868 | | 519 | 57138 | 73293.7791399198 | -16155.7791399198 | | 520 | 63039 | 57139.0680094672 | 5899.93199053279 | | 521 | 135236 | 63038.6099734239 | 72197.3900265761 | | 522 | 104370 | 135231.227249928 | -30861.2272499278 | | 523 | 109844 | 104372.040141957 | 5471.95985804292 | | 524 | 104290 | 109843.638265361 | -5553.63826536115 | | 525 | 78231 | 104290.367134150 | -26059.3671341502 | | 526 | 58153 | 78232.722705576 | -20079.722705576 | | 527 | 88938 | 58154.3274094529 | 30783.6725905471 | | 528 | 132459 | 88935.9649849458 | 43523.0350150542 | | 529 | 107654 | 132456.122824406 | -24802.1228244063 | | 530 | 113021 | 107655.639592975 | 5365.360407025 | | 531 | 117587 | 113020.645312327 | 4566.35468767307 | | 532 | 85387 | 117586.698132167 | -32199.6981321671 | | 533 | 64347 | 85389.1286242 | -21042.1286242000 | | 534 | 88778 | 64348.3910311837 | 24429.6089688163 | | 535 | 130777 | 88776.385032784 | 42000.6149672159 | | 536 | 159185 | 130774.223466970 | 28410.7765330304 | | 537 | 139988 | 159183.121849894 | -19195.1218498938 | | 538 | 136731 | 139989.268931178 | -3258.26893117829 | | 539 | 90273 | 136731.215394258 | -46458.2153942583 | | 540 | 61277 | 90276.0712114495 | -28999.0712114495 | | 541 | 81275 | 61278.9170404798 | 19996.0829595202 | | 542 | 82503 | 81273.6781197166 | 1229.32188028339 | | 543 | 74333 | 82502.918733266 | -8169.91873326596 | | 544 | 77350 | 74333.540088502 | 3016.45991149805 | | 545 | 102662 | 77349.8005910012 | 25312.1994089988 | | 546 | 76923 | 102660.326687412 | -25737.3266874119 | | 547 | 62291 | 76924.7014164606 | -14633.7014164606 | | 548 | 97455 | 62291.967389534 | 35163.032610466 | | 549 | 127733 | 97452.6754787622 | 30280.3245212378 | | 550 | 101861 | 127730.998259757 | -25869.9982597572 | | 551 | 87763 | 101862.710186975 | -14099.7101869751 | | 552 | 80954 | 87763.9320889964 | -6809.9320889964 | | 553 | 72918 | 80954.4501839174 | -8036.45018391742 | | 554 | 67952 | 72918.5312653017 | -4966.53126530172 | | 555 | 96574 | 67952.3283222904 | 28621.6716777096 | | 556 | 148105 | 96572.1079082566 | 51532.8920917434 | | 557 | 151576 | 148101.593317094 | 3474.40668290586 | | 558 | 132592 | 151575.770317532 | -18983.7703175317 | | 559 | 117213 | 132593.254959371 | -15380.2549593707 | | 560 | 102982 | 117214.016741920 | -14232.0167419202 | | 561 | 92622 | 102982.940835381 | -10360.9408353807 | | 562 | 114196 | 92622.6849303154 | 21573.3150696846 | | 563 | 145515 | 114194.573853694 | 31320.4261463055 | | 564 | 157664 | 145512.929501799 | 12151.0704982008 | | 565 | 129522 | 157663.196729652 | -28141.1967296522 | | 566 | 121886 | 129523.860329005 | -7637.8603290046 | | 567 | 99271 | 121886.504915738 | -22615.5049157376 | | 568 | 76923 | 99272.4950423094 | -22349.4950423094 | | 569 | 103649 | 76924.477457205 | 26724.522542795 | | 570 | 111232 | 103647.233323021 | 7584.76667697888 | | 571 | 123621 | 111231.498594122 | 12389.5014058776 | | 572 | 104077 | 123620.180967709 | -19543.1809677094 | | 573 | 112354 | 104078.291940309 | 8275.70805969107 | | 574 | 69260 | 112353.452918087 | -43093.4529180871 | | 575 | 47286 | 69262.8487772266 | -21976.8487772266 | | 576 | 66910 | 47287.4528226928 | 19622.5471773072 | | 577 | 78738 | 66908.7028130321 | 11829.2971869679 | | 578 | 62905 | 78737.218001108 | -15832.2180011080 | | 579 | 44082 | 62906.0466198235 | -18824.0466198235 | | 580 | 25392 | 44083.2444005224 | -18691.2444005224 | | 581 | 31666 | 25393.2356213712 | 6272.7643786288 | | 582 | 30732 | 31665.5853266077 | -933.585326607652 | | 583 | 35751 | 30732.0617164891 | 5018.9382835109 | | 584 | 47579 | 35750.6682132409 | 11828.3317867591 | | 585 | 44002 | 47578.2180649277 | -3576.21806492771 | | 586 | 30064 | 44002.2364129094 | -13938.2364129094 | | 587 | 28809 | 30064.9214144559 | -1255.92141445586 | | 588 | 44375 | 28809.0830251484 | 15565.9169748516 | | 589 | 39249 | 44373.9709845281 | -5124.97098452814 | | 590 | 48007 | 39249.3387962588 | 8757.6612037412 | | 591 | 73452 | 48006.4210576293 | 25445.5789423707 | | 592 | 91154 | 73450.3178700963 | 17703.6821299037 | | 593 | 71342 | 91152.8296633697 | -19810.8296633697 | | 594 | 63226 | 71343.3096337509 | -8117.3096337509 | | 595 | 58820 | 63226.5366106742 | -4406.53661067424 | | 596 | 50623 | 58820.2913027454 | -8197.29130274542 | | 597 | 63573 | 50623.5418980193 | 12949.4581019807 | | 598 | 75347 | 63572.1439506737 | 11774.8560493263 | | 599 | 80714 | 75346.2216000462 | 5367.77839995378 | | 600 | 88644 | 80713.6451524808 | 7930.35484751924 | | 601 | 82370 | 88643.4757483386 | -6273.47574833859 | | 602 | 63439 | 82370.4147204188 | -18931.4147204188 | | 603 | 44776 | 63440.2514983013 | -18664.2514983013 | | 604 | 62024 | 44777.2338369525 | 17246.7661630475 | | 605 | 86081 | 62022.8598686958 | 24058.1401313042 | | 606 | 95212 | 86079.4095894601 | 9132.59041053987 | | 607 | 88244 | 95211.3962721987 | -6967.39627219869 | | 608 | 80287 | 88244.460593396 | -7957.46059339608 | | 609 | 61330 | 80287.5260435399 | -18957.5260435399 | | 610 | 47206 | 61331.2532244415 | -14125.2532244415 | | 611 | 64400 | 47206.933777569 | 17193.066222431 | | 612 | 89579 | 64398.8634186357 | 25180.1365813643 | | 613 | 97722 | 89577.3354176842 | 8144.66458231582 | | 614 | 109203 | 97721.4615809732 | 11481.5384190268 | | 615 | 120551 | 109202.240990383 | 11348.7590096165 | | 616 | 80234 | 120550.249768027 | -40316.2497680268 | | 617 | 52679 | 80236.6651847653 | -27557.6651847653 | | 618 | 76923 | 52680.8217535073 | 24242.1782464927 | | 619 | 99164 | 76921.3974232596 | 22242.6025767404 | | 620 | 100499 | 99162.529609131 | 1336.47039086891 | | 621 | 101620 | 100498.911650004 | 1121.08834999648 | | 622 | 94385 | 101619.925888256 | -7234.92588825578 | | 623 | 75241 | 94385.478278966 | -19144.4782789661 | | 624 | 58420 | 75242.2655832857 | -16822.2655832857 | | 625 | 72677 | 58421.1120688608 | 14255.8879311392 | | 626 | 76148 | 72676.0575865675 | 3471.94241343249 | | 627 | 70568 | 76147.770480437 | -5579.77048043706 | | 628 | 76469 | 70568.3688616715 | 5900.63113832849 | | 629 | 71449 | 76468.6099272054 | -5019.60992720538 | | 630 | 49368 | 71449.3318311595 | -22081.3318311595 | | 631 | 33135 | 49369.45972975 | -16234.4597297500 | | 632 | 62131 | 33136.0732108019 | 28994.9267891981 | | 633 | 77003 | 62129.0832334953 | 14873.9167665047 | | 634 | 81836 | 77002.0167305592 | 4833.98326944084 | | 635 | 75107 | 81835.6804400548 | -6728.68044005483 | | 636 | 112968 | 75107.4448126178 | 37860.5551873822 | | 637 | 84399 | 112965.497153741 | -28566.4971537415 | | 638 | 65015 | 84400.8884443233 | -19385.8884443233 | | 639 | 83758 | 65016.2815421782 | 18741.7184578218 | | 640 | 116225 | 83756.7610419422 | 32468.2389580578 | | 641 | 104984 | 116222.853623382 | -11238.8536233820 | | 642 | 115451 | 104984.742966462 | 10466.2570335379 | | 643 | 115718 | 115450.308107551 | 267.69189244922 | | 644 | 82930 | 115717.982303702 | -32787.9823037024 | | 645 | 61170 | 82932.167513879 | -21762.1675138790 | | 646 | 88377 | 61171.4386307668 | 27205.5613692332 | | 647 | 118254 | 88375.201523006 | 29878.798476994 | | 648 | 124208 | 118252.024803424 | 5955.97519657615 | | 649 | 124502 | 124207.606268578 | 294.393731422126 | | 650 | 109871 | 124501.980538525 | -14630.9805385250 | | 651 | 81782 | 109871.967209665 | -28089.967209665 | | 652 | 59034 | 81783.8569423767 | -22749.8569423767 | | 653 | 79593 | 59035.5039239137 | 20557.4960760863 | | 654 | 117667 | 79591.6410064014 | 38075.3589935986 | | 655 | 107788 | 117664.482953715 | -9876.48295371456 | | 656 | 108135 | 107788.652904277 | 346.347095723089 | | 657 | 104958 | 108134.977104046 | -3176.97710404593 | | 658 | 78685 | 104958.210020303 | -26273.2100203026 | | 659 | 57378 | 78686.7368420794 | -21308.7368420794 | | 660 | 76496 | 57379.4086558429 | 19116.5913441571 | | 661 | 104370 | 76494.7362602348 | 27875.2637397652 | | 662 | 102875 | 104368.157251017 | -1493.15725101728 | | 663 | 99591 | 102875.098708089 | -3284.09870808868 | | 664 | 97802 | 99591.2171017864 | -1789.21710178637 | | 665 | 79299 | 97802.1182797058 | -18503.1182797058 | | 666 | 57138 | 79300.223184925 | -22162.223184925 | | 667 | 78738 | 57139.4650772316 | 21598.5349227684 | | 668 | 123007 | 78736.5721864866 | 44270.4278135134 | | 669 | 117293 | 123004.073416539 | -5711.0734165395 | | 670 | 147731 | 117293.377541710 | 30437.6224582904 | | 671 | 156409 | 147728.987861269 | 8680.01213873149 | | 672 | 85173 | 156408.426190773 | -71235.426190773 | | 673 | 66430 | 85177.709157566 | -18747.7091575661 | | 674 | 85387 | 66431.2393540847 | 18955.7606459153 | | 675 | 123728 | 85385.7468922636 | 38342.2531077364 | | 676 | 114703 | 123725.465310156 | -9022.46531015566 | | 677 | 113769 | 114703.596447766 | -934.59644776555 | | 678 | 96307 | 113769.061783331 | -17462.0617833313 | | 679 | 79433 | 96308.1543638434 | -16875.1543638434 | | 680 | 58607 | 79434.1155651773 | -20827.1155651773 | | 681 | 75828 | 58608.3768173237 | 17219.6231826763 | | 682 | 108429 | 75826.8616630358 | 32602.1383369642 | | 683 | 104157 | 108426.844771701 | -4269.84477170097 | | 684 | 99538 | 104157.282266463 | -4619.2822664633 | | 685 | 90353 | 99538.3053667143 | -9185.30536671427 | | 686 | 69874 | 90353.6072126269 | -20479.6072126269 | | 687 | 53694 | 69875.3538446025 | -16181.3538446025 | | 688 | 66910 | 53695.0697001332 | 13214.9302998668 | | 689 | 102261 | 66909.1264011134 | 35351.8735988866 | | 690 | 104584 | 102258.662995058 | 2325.33700494171 | | 691 | 109550 | 104583.846279036 | 4966.15372096351 | | 692 | 99858 | 109549.671702668 | -9691.6717026679 | | 693 | 83598 | 99858.6406869667 | -16260.6406869667 | | 694 | 64748 | 83599.0749415454 | -18851.0749415454 | | 695 | 86642 | 64749.2461872826 | 21892.7538127174 | | 696 | 84719 | 86640.5527365698 | -1921.55273656982 | | 697 | 79566 | 84719.1270280125 | -5153.12702801249 | | 698 | 93236 | 79566.3406575693 | 13669.6593424307 | | 699 | 81649 | 93235.0963403582 | -11586.0963403582 | | 700 | 61891 | 81649.765921623 | -19758.765921623 | | 701 | 44723 | 61892.3061919751 | -17169.3061919751 | | 702 | 62291 | 44724.1350106609 | 17566.8649893391 | | 703 | 78365 | 62289.8387079351 | 16075.1612920649 | | 704 | 127493 | 78363.9373199337 | 49129.0626800663 | | 705 | 123568 | 127489.752226952 | -3921.75222695216 | | 706 | 114356 | 123568.259255123 | -9212.2592551229 | | 707 | 88911 | 114356.608994467 | -25445.6089944665 | | 708 | 63092 | 88912.6821318904 | -25820.6821318904 | | 709 | 85574 | 63093.7069268358 | 22480.2930731642 | | 710 | 115104 | 85572.5138961346 | 29531.4861038654 | | 711 | 115638 | 115102.047763189 | 535.952236810539 | | 712 | 107975 | 115637.964569826 | -7662.96456982619 | | 713 | 117533 | 107975.506575303 | 9557.49342469734 | | 714 | 80474 | 117532.368183152 | -37058.3681831516 | | 715 | 58259 | 80476.4498161133 | -22217.4498161133 | | 716 | 78231 | 58260.4687280963 | 19970.5312719037 | | 717 | 70408 | 78229.679808861 | -7821.67980886104 | | 718 | 73986 | 70408.5170674848 | 3577.48293251517 | | 719 | 78471 | 73985.763503474 | 4485.23649652596 | | 720 | 83037 | 78470.7034946443 | 4566.29650535573 | | 721 | 52813 | 83036.6981360134 | -30223.6981360134 | | 722 | 34123 | 52814.9979968446 | -18691.9979968446 | | 723 | 45791 | 34124.2356711892 | 11666.7643288108 | | 724 | 64454 | 45790.2287456614 | 18663.7712543386 | | 725 | 61196 | 64452.766194795 | -3256.76619479501 | | 726 | 63039 | 61196.215294917 | 1842.78470508303 | | 727 | 59781 | 63038.8781791027 | -3257.87817910272 | | 728 | 50997 | 59781.2153684269 | -8784.21536842688 | | 729 | 31346 | 50997.5806977859 | -19651.5806977859 | | 730 | 37861 | 31347.2991062857 | 6513.70089371431 | | 731 | 53614 | 37860.5693990268 | 15753.4306009732 | | 732 | 66857 | 53612.9585885721 | 13244.0414114279 | | 733 | 73478 | 66856.1244766663 | 6621.87552333373 | | 734 | 82183 | 73477.5622479307 | 8705.4377520693 | | 735 | 51531 | 82182.424509963 | -30651.424509963 | | 736 | 35564 | 51533.0262725355 | -15969.0262725355 | | 737 | 42346 | 35565.0556638026 | 6780.94433619738 | | 738 | 75054 | 42345.5517323748 | 32708.4482676252 | | 739 | 81088 | 75051.8377438745 | 6036.16225612551 | | 740 | 76255 | 81087.600967655 | -4832.60096765502 | | 741 | 71503 | 76255.3194685654 | -4752.3194685654 | | 742 | 57992 | 71503.3141613994 | -13511.3141613994 | | 743 | 46298 | 57992.8931919231 | -11694.8931919231 | | 744 | 58313 | 46298.7731138523 | 12014.2268861477 | | 745 | 92943 | 58312.2057759676 | 34630.7942240324 | | 746 | 97055 | 92940.7106634246 | 4114.28933657536 | | 747 | 93664 | 97054.7280168338 | -3390.72801683383 | | 748 | 79993 | 93664.224150726 | -13671.2241507260 | | 749 | 67364 | 79993.9037630866 | -12629.9037630866 | | 750 | 53106 | 67364.83492456 | -14258.8349245599 | | 751 | 63813 | 53106.9426082493 | 10706.0573917507 | | 752 | 87843 | 63812.2922550778 | 24030.7077449222 | | 753 | 95239 | 87841.4114029318 | 7397.58859706816 | | 754 | 91661 | 95238.5109678965 | -3577.51096789652 | | 755 | 85947 | 91661.2364983793 | -5714.23649837929 | | 756 | 70408 | 85947.3777508114 | -15539.3777508114 | | 757 | 47152 | 70409.0272610444 | -23257.0272610444 | | 758 | 56043 | 47153.5374514023 | 8889.4625485977 | | 759 | 79753 | 56042.4123446429 | 23710.5876553571 | | 760 | 82530 | 79751.4325650982 | 2778.56743490176 | | 761 | 76148 | 82529.81631735 | -6381.81631734996 | | 762 | 71583 | 76148.4218824846 | -4565.42188248465 | | 763 | 59060 | 71583.301806168 | -12523.3018061679 | | 764 | 38582 | 59060.8278774285 | -20478.8278774285 | | 765 | 54521 | 38583.353793083 | 15937.6462069170 | | 766 | 81702 | 54519.9464106382 | 27182.0535893618 | | 767 | 81755 | 81700.2030770339 | 54.7969229660957 | | 768 | 77136 | 81754.996377542 | -4618.99637754193 | | 769 | 64748 | 77136.305347815 | -12388.305347815 | | 770 | 51932 | 64748.8189532228 | -12816.8189532228 | | 771 | 34683 | 51932.8472809552 | -17249.8472809552 | | 772 | 39730 | 34684.1403349875 | 5045.85966501247 | | 773 | 68325 | 39729.6664335501 | 28595.3335664499 | | 774 | 71049 | 68323.1096493891 | 2725.89035061092 | | 775 | 68779 | 71048.819799672 | -2269.81979967194 | | 776 | 72758 | 68779.1500508898 | 3978.84994911023 | | 777 | 51878 | 72757.7369703202 | -20879.7369703202 | | 778 | 35484 | 51879.3802959649 | -16395.3802959649 | | 779 | 47499 | 35485.0838487716 | 12013.9161512284 | | 780 | 68405 | 47498.2057965093 | 20906.7942034907 | | 781 | 77350 | 68403.6179153636 | 8946.3820846364 | | 782 | 59461 | 77349.4085818653 | -17888.4085818653 | | 783 | 67578 | 59462.1825483348 | 8115.81745166523 | | 784 | 56524 | 67577.4634879694 | -11053.4634879694 | | 785 | 35030 | 56524.7307108836 | -21494.7307108836 | | 786 | 41839 | 35031.4209513324 | 6807.57904866763 | | 787 | 68112 | 41838.5499716349 | 26273.4500283651 | | 788 | 61570 | 68110.2631420544 | -6540.26314205439 | | 789 | 76335 | 61570.4323569228 | 14764.5676430772 | | 790 | 68432 | 76334.0239592974 | -7902.02395929744 | | 791 | 46832 | 68432.5223787925 | -21600.5223787925 | | 792 | 36766 | 46833.4279448981 | -10067.4279448981 | | 793 | 42320 | 36766.6655270701 | 5553.33447292994 | | 794 | 66563 | 42319.6328859326 | 24243.3671140674 | | 795 | 67498 | 66561.3973446671 | 936.602655332856 | | 796 | 71903 | 67497.9380840445 | 4405.06191595554 | | 797 | 63813 | 71902.7087947422 | -8089.70879474217 | | 798 | 53000 | 63813.5347860666 | -10813.5347860666 | | 799 | 32467 | 53000.7148499262 | -20533.7148499262 | | 800 | 41065 | 32468.357421494 | 8596.642578506 | | 801 | 64187 | 41064.4317020813 | 23122.5682979187 | | 802 | 69740 | 64185.4714372712 | 5554.52856272882 | | 803 | 68539 | 69739.632806995 | -1200.63280699498 | | 804 | 59327 | 68539.0793701866 | -9212.07937018658 | | 805 | 49876 | 59327.6089825749 | -9451.6089825749 | | 806 | 35111 | 49876.6248171497 | -14765.6248171497 | | 807 | 48487 | 35111.9761105891 | 13375.0238894109 | | 808 | 71503 | 48486.1158178127 | 23016.8841821873 | | 809 | 68726 | 71501.478423727 | -2775.47842372693 | | 810 | 66803 | 68726.1834784449 | -1923.18347844489 | | 811 | 65735 | 66803.1271358159 | -1068.12713581588 | | 812 | 54068 | 65735.0706106393 | -11667.0706106393 | | 813 | 30732 | 54068.771274586 | -23336.7712745859 | | 814 | 47606 | 30733.5427230367 | 16872.4572769633 | | 815 | 72117 | 47604.8846131189 | 24512.1153868811 | | 816 | 80207 | 72115.3795785355 | 8091.62042146454 | | 817 | 77136 | 80206.4650875615 | -3070.46508756152 | | 818 | 67231 | 77136.2029791169 | -9905.20297911688 | | 819 | 54468 | 67231.6548028705 | -12763.6548028705 | | 820 | 39169 | 54468.8437664348 | -15299.8437664348 | | 821 | 53000 | 39170.0114261806 | 13829.9885738194 | | 822 | 78551 | 52999.0857414799 | 25551.9142585201 | | 823 | 76148 | 78549.3108405916 | -2401.31084059164 | | 824 | 78738 | 76148.158743363 | 2589.84125663707 | | 825 | 74119 | 78737.8287934641 | -4618.82879346414 | | 826 | 54602 | 74119.3053367365 | -19517.3053367365 | | 827 | 41679 | 54603.2902297496 | -12924.2902297496 | | 828 | 52279 | 41679.8543855547 | 10599.1456144453 | | 829 | 79379 | 52278.2993226905 | 27100.7006773095 | | 830 | 90219 | 79377.2084550277 | 10841.7915449723 | | 831 | 83571 | 90218.2832821053 | -6647.28328210535 | | 832 | 86081 | 83571.439431699 | 2509.56056830098 | | 833 | 58019 | 86080.8341005765 | -28061.8341005765 | | 834 | 41465 | 58020.8550825823 | -16555.8550825823 | | 835 | 56871 | 41466.0944572721 | 15404.9055427279 | | 836 | 83090 | 56869.9816285047 | 26220.0183714953 | | 837 | 96280 | 83088.2666742589 | 13191.7333257411 | | 838 | 94091 | 96279.1279345949 | -2188.12793459487 | | 839 | 97161 | 94091.1446504888 | 3069.8553495112 | | 840 | 70141 | 97160.797061191 | -27019.7970611911 | | 841 | 50303 | 70142.78619668 | -19839.7861966801 | | 842 | 66002 | 50304.3115479793 | 15697.6884520207 | | 843 | 84746 | 66000.9622735162 | 18745.0377264838 | | 844 | 88404 | 84744.7608225155 | 3659.23917748453 | | 845 | 119936 | 88403.7580988171 | 31532.2419011829 | | 846 | 97669 | 119933.915499303 | -22264.9154993033 | | 847 | 78712 | 97670.4718659084 | -18958.4718659084 | | 848 | 59114 | 78713.253286967 | -19599.2532869669 | | 849 | 85200 | 59115.2956470796 | 26084.7043529204 | | 850 | 101380 | 85198.2756194575 | 16181.7243805425 | | 851 | 103382 | 101378.930275372 | 2003.06972462824 | | 852 | 111713 | 103381.867583147 | 8331.13241685287 | | 853 | 106373 | 111712.449254151 | -5339.4492541513 | | 854 | 75134 | 106373.352974765 | -31239.3529747655 | | 855 | 63012 | 75136.0651386998 | -12124.0651386998 | | 856 | 77056 | 63012.8014851055 | 14043.1985148945 | | 857 | 100712 | 77055.0716468185 | 23656.9283531815 | | 858 | 117800 | 100710.436112352 | 17089.5638876483 | | 859 | 118254 | 117798.870260861 | 455.129739139447 | | 860 | 102448 | 118253.969912756 | -15805.9699127559 | | 861 | 79272 | 102449.044884642 | -23177.0448846421 | | 862 | 68592 | 79273.5321640104 | -10681.5321640104 | | 863 | 93877 | 68592.706123634 | 25284.2938763660 | | 864 | 133206 | 93875.3285321619 | 39330.6714678381 | | 865 | 147571 | 133203.399968821 | 14367.6000311787 | | 866 | 144687 | 147570.05020162 | -2883.05020162003 | | 867 | 111846 | 144687.190589688 | -32841.1905896883 | | 868 | 87069 | 111848.171031317 | -24779.1710313171 | | 869 | 65976 | 87070.6380757017 | -21094.6380757017 | | 870 | 95880 | 65977.394502424 | 29902.605497576 | | 871 | 150828 | 95878.023229614 | 54949.976770386 | | 872 | 128614 | 150824.367424009 | -22210.3674240093 | | 873 | 122526 | 128615.468259901 | -6089.46825990091 | | 874 | 105946 | 122526.402556243 | -16580.4025562429 | | 875 | 82984 | 105947.096080031 | -22963.096080031 | | 876 | 66216 | 82985.5180205051 | -16769.5180205051 | | 877 | 98897 | 66217.1085818797 | 32679.8914181203 | | 878 | 128080 | 98894.839631681 | 29185.1603683190 | | 879 | 140122 | 128078.070657731 | 12043.9293422685 | | 880 | 125223 | 140121.203812428 | -14898.2038124285 | | 881 | 122473 | 125223.984874984 | -2750.98487498364 | | 882 | 85467 | 122473.181859251 | -37006.1818592508 | | 883 | 66350 | 85469.446366234 | -19119.4463662340 | | 884 | 86722 | 66351.263928502 | 20370.736071498 | | 885 | 106266 | 86720.6533525378 | 19545.3466474622 | | 886 | 123381 | 106264.707916525 | 17116.2920834754 | | 887 | 128294 | 123379.868493941 | 4914.13150605925 | | 888 | 117080 | 128293.675141698 | -11213.6751416984 | | 889 | 84292 | 117080.741301989 | -32788.7413019892 | | 890 | 70007 | 84294.167564054 | -14287.1675640540 | | 891 | 101647 | 70007.944481234 | 31639.055518766 | | 892 | 151336 | 101644.908438180 | 49691.0915618204 | | 893 | 149200 | 151332.715072931 | -2132.71507293059 | | 894 | 143646 | 149200.140987313 | -5554.14098731289 | | 895 | 106319 | 143646.367167384 | -37327.3671673836 | | 896 | 78284 | 106321.467598819 | -28037.4675988187 | | 897 | 58553 | 78285.853471787 | -19732.8534717870 | | 898 | 88564 | 58554.3044789818 | 30009.6955210182 | | 899 | 114303 | 88562.016150218 | 25740.983849782 | | 900 | 120337 | 114301.298341775 | 6035.70165822451 | | 901 | 123354 | 120336.600998104 | 3017.39900189625 | | 902 | 117133 | 123353.800528921 | -6220.8005289208 | | 903 | 101674 | 117133.411238220 | -15459.4112382201 | | 904 | 60876 | 101675.021974701 | -40799.0219747012 | | 905 | 87816 | 60878.6970993689 | 26937.3029006311 | | 906 | 118495 | 87814.2192567582 | 30680.7807432418 | | 907 | 114169 | 118492.971786813 | -4323.97178681316 | | 908 | 117720 | 114169.285844636 | 3550.7141553642 | | 909 | 120871 | 117719.765273077 | 3151.23472692345 | | 910 | 84826 | 120870.791681448 | -36044.7916814477 | | 911 | 64774 | 84828.3828116506 | -20054.3828116506 | | 912 | 91955 | 64775.3257343095 | 27179.6742656905 | | 913 | 115184 | 91953.2032343238 | 23230.7967656762 | | 914 | 103783 | 115182.464282616 | -11399.4642826160 | | 915 | 96948 | 103783.753583945 | -6835.75358394477 | | 916 | 89979 | 96948.451890898 | -6969.45189089798 | | 917 | 84933 | 89979.4607292868 | -5046.4607292868 | | 918 | 72143 | 84933.3336061844 | -12790.3336061844 | | 919 | 87896 | 72143.8455300894 | 15752.1544699106 | | 920 | 122286 | 87894.9586729333 | 34391.0413270667 | | 921 | 131631 | 122283.726512760 | 9347.27348723986 | | 922 | 132806 | 131630.382080153 | 1175.61791984717 | | 923 | 139508 | 132805.922283472 | 6702.07771652838 | | 924 | 102074 | 139507.556946007 | -37433.5569460074 | | 925 | 74466 | 102076.474618702 | -27610.4746187023 | | 926 | 104717 | 74467.8252445785 | 30249.1747554215 | | 927 | 132272 | 104715.000318974 | 27556.9996810265 | | 928 | 130323 | 132270.178290487 | -1947.17829048712 | | 929 | 138066 | 130323.12872204 | 7742.87127796 | | 930 | 119990 | 138065.488142308 | -18075.4881423077 | | 931 | 102261 | 119991.194915596 | -17730.1949155960 | | 932 | 78605 | 102262.17208931 | -23657.1720893100 | | 933 | 104584 | 78606.563903761 | 25977.436096239 | | 934 | 127599 | 104582.282710636 | 23016.7172893640 | | 935 | 111579 | 127597.478434760 | -16018.4784347597 | | 936 | 123381 | 111580.058932935 | 11800.9410670652 | | 937 | 103890 | 123380.219875645 | -19490.2198756450 | | 938 | 61811 | 103891.288439212 | -42080.2884392121 | | 939 | 47366 | 61813.7818000015 | -14447.7818000015 | | 940 | 53507 | 47366.9550989531 | 6140.04490104692 | | 941 | 75614 | 53506.594100289 | 22107.4058997110 | | 942 | 60262 | 75612.5385465726 | -15350.5385465726 | | 943 | 47980 | 60263.0147774584 | -12283.0147774584 | | 944 | 28703 | 47980.8119927832 | -19277.8119927832 | | 945 | 20986 | 28704.2743975724 | -7718.27439757236 | | 946 | 29290 | 20986.5102316673 | 8303.4897683327 | | 947 | 37594 | 29289.4510815228 | 8304.5489184772 | | 948 | 48888 | 37593.4510115056 | 11294.5489884944 | | 949 | 50757 | 48887.2533516865 | 1869.74664831347 | | 950 | 56417 | 50756.8763967306 | 5660.12360326942 | | 951 | 30465 | 56416.6258264277 | -25951.6258264277 | | 952 | 30411 | 30466.7155831255 | -55.7155831255259 | | 953 | 38822 | 30411.0036831879 | 8410.9963168121 | | 954 | 50383 | 38821.4439745916 | 11561.5560254084 | | 955 | 73051 | 50382.2357006627 | 22668.7642993373 | | 956 | 68325 | 73049.5014368746 | -4724.50143687456 | | 957 | 84078 | 68325.3123224339 | 15752.6876775661 | | 958 | 93477 | 84076.9586376845 | 9400.04136231549 | | 959 | 72090 | 93476.378591829 | -21386.3785918290 | | 960 | 56177 | 72091.413788503 | -15914.4137885030 | | 961 | 77243 | 56178.0520535373 | 21064.9479464627 | | 962 | 102181 | 77241.6074603002 | 24939.3925396998 | | 963 | 93877 | 102179.351332541 | -8302.35133254124 | | 964 | 90433 | 93877.5488432187 | -3444.54884321867 | | 965 | 88617 | 90433.2277086573 | -1816.22770865726 | | 966 | 65655 | 88617.120065295 | -22962.1200652949 | | 967 | 67177 | 65656.5179559837 | 1520.48204401629 | | 968 | 62665 | 67176.8994855523 | -4511.89948555228 | | 969 | 95212 | 62665.2982679649 | 32546.7017320351 | | 970 | 103543 | 95209.8484364465 | 8333.15156355353 | | 971 | 109871 | 103542.449120672 | 6328.55087932835 | | 972 | 105305 | 109870.581638732 | -4565.5816387316 | | 973 | 78738 | 105305.301816729 | -26567.3018167289 | | 974 | 56898 | 78739.7562835944 | -21841.7562835944 | | 975 | 109497 | 56899.4438921385 | 52597.5561078615 | | 976 | 168344 | 109493.522935391 | 58850.4770646088 | | 977 | 123915 | 168340.109573787 | -44425.1095737871 | | 978 | 120711 | 123917.936809002 | -3206.93680900165 | | 979 | 113128 | 120711.212000848 | -7583.21200084769 | | 980 | 83838 | 113128.501303103 | -29290.5013031027 | | 981 | 67151 | 83839.9363060376 | -16688.9363060376 | | 982 | 85574 | 67152.1032548674 | 18421.8967451326 | | 983 | 116999 | 85572.7821843838 | 31426.2178156162 | | 984 | 136117 | 116996.922508233 | 19120.0774917666 | | 985 | 127065 | 136115.736029776 | -9050.73602977622 | | 986 | 111473 | 127065.598316657 | -15592.5983166569 | | 987 | 80100 | 111474.030779294 | -31374.0307792943 | | 988 | 74093 | 80102.0740418402 | -6009.07404184018 | | 989 | 102021 | 74093.3972416254 | 27927.6027583746 | | 990 | 146690 | 102019.153791044 | 44670.8462089562 | | 991 | 150508 | 146687.046946096 | 3820.95305390388 | | 992 | 135289 | 150507.747408404 | -15218.7474084041 | | 993 | 116012 | 135290.006065147 | -19278.0060651468 | | 994 | 78498 | 116013.274410402 | -37515.2744104019 | | 995 | 59701 | 78500.4800207956 | -18799.4800207956 | | 996 | 86294 | 59702.2427764992 | 26591.7572235008 | | 997 | 107468 | 86292.242099733 | 21175.7579002671 | | 998 | 115371 | 107466.600134991 | 7904.39986500911 | | 999 | 118388 | 115370.477464144 | 3017.52253585639 | | 1000 | 110485 | 118387.800520754 | -7902.80052075435 | | 1001 | 100659 | 110485.522430129 | -9826.5224301286 | | 1002 | 79139 | 100659.649601539 | -21520.6496015385 | | 1003 | 109310 | 79140.4226647515 | 30169.5773352485 | | 1004 | 139935 | 109308.005580917 | 30626.9944190829 | | 1005 | 126051 | 139932.975342464 | -13881.9753424636 | | 1006 | 141270 | 126051.917695207 | 15218.0823047926 | | 1007 | 118949 | 141268.993978821 | -22319.9939788212 | | 1008 | 97455 | 118950.475506979 | -21495.4755069793 | | 1009 | 77777 | 97456.4210005686 | -19679.4210005686 | | 1010 | 107040 | 77778.3009467235 | 29261.6990532765 | | 1011 | 149760 | 107038.065597992 | 42721.9344020084 | | 1012 | 147731 | 149757.175782734 | -2026.17578273360 | | 1013 | 159132 | 147731.133944324 | 11400.8660556758 | | 1014 | 124369 | 159131.246323388 | -34762.2463233883 | | 1015 | 98016 | 124371.298026474 | -26355.2980264742 | | 1016 | 73185 | 98017.742268668 | -24832.7422686681 | | 1017 | 102528 | 73186.6416171334 | 29341.3583828666 | | 1018 | 242516 | 102526.060331955 | 139989.939668045 | | 1019 | 293460 | 242506.745690469 | 50953.2543095313 | | 1020 | 320987 | 293456.631635187 | 27530.3683648134 | | 1021 | 268736 | 320985.180051002 | -52249.1800510025 | | 1022 | 239873 | 268739.454034526 | -28866.4540345263 | | 1023 | 189143 | 239874.908273561 | -50731.9082735612 | | 1024 | 248550 | 189146.353732300 | 59403.6462677004 | | 1025 | 269670 | 248546.073005452 | 21123.9269945480 | | 1026 | 278801 | 269668.603561375 | 9132.3964386254 | | 1027 | 272634 | 278800.396285022 | -6166.39628502156 | | 1028 | 181240 | 272634.407641721 | -91394.4076417209 | | 1029 | 90566 | 181246.041806574 | -90680.0418065737 | | 1030 | 67017 | 90571.9945820191 | -23554.9945820191 | | 1031 | 92809 | 67018.5571491165 | 25790.4428508835 | | 1032 | 134755 | 92807.2950721912 | 41947.7049278088 | | 1033 | 137291 | 134752.226964692 | 2538.77303530846 | | 1034 | 138199 | 137290.832169429 | 908.167830570921 | | 1035 | 125704 | 138198.939963784 | -12494.9399637843 | | 1036 | 107414 | 125704.826002513 | -18290.8260025133 | | 1037 | 75588 | 107415.209150928 | -31827.2091509276 | | 1038 | 100606 | 75590.1040000853 | 25015.8959999147 | | 1039 | 120791 | 100604.34627513 | 20186.6537248700 | | 1040 | 124075 | 120789.665521662 | 3285.33447833761 | | 1041 | 101460 | 124074.782816521 | -22614.7828165206 | | 1042 | 105198 | 101461.494994574 | 3736.50500542637 | | 1043 | 70007 | 105197.752991008 | -35190.752991008 | | 1044 | 58446 | 70009.3263537479 | -11563.3263537479 | | 1045 | 70808 | 58446.7644163684 | 12361.2355836316 | | 1046 | 101220 | 70807.182836277 | 30412.817163723 | | 1047 | 127599 | 101217.989501071 | 26381.0104989288 | | 1048 | 120497 | 127597.256031559 | -7100.25603155853 | | 1049 | 110752 | 120497.469376351 | -9745.46937635107 | | 1050 | 90113 | 110752.644243367 | -20639.6442433674 | | 1051 | 70541 | 90114.3644241643 | -19573.3644241643 | | 1052 | 84559 | 70542.2939356455 | 14016.7060643545 | | 1053 | 120524 | 84558.073398154 | 35965.9266018461 | | 1054 | 118922 | 120521.622401880 | -1599.62240188014 | | 1055 | 123648 | 118922.105746176 | 4725.8942538237 | | 1056 | 113448 | 123647.687585491 | -10199.6875854912 | | 1057 | 84132 | 113448.674270353 | -29316.674270353 | | 1058 | 65228 | 84133.938036253 | -18905.9380362530 | | 1059 | 101460 | 65229.2498141151 | 36230.7501858849 | | 1060 | 125303 | 101457.604895198 | 23845.3951048023 | | 1061 | 141029 | 125301.423653387 | 15727.5763466126 | | 1062 | 130136 | 141027.960297718 | -10891.9602977183 | | 1063 | 124502 | 130136.720034398 | -5634.72003439844 | | 1064 | 97241 | 124502.372494220 | -27261.3724942195 | | 1065 | 71556 | 97242.8021664979 | -25686.8021664979 | | 1066 | 97188 | 71557.698076438 | 25630.3019235619 | | 1067 | 141430 | 97186.3056586213 | 44243.6943413787 | | 1068 | 134621 | 141427.075183808 | -6806.0751838081 | | 1069 | 134354 | 134621.449928949 | -267.449928949121 | | 1070 | 113261 | 134354.017680302 | -21093.0176803021 | | 1071 | 74520 | 113262.394395305 | -38742.3943953046 | | 1072 | 70835 | 74522.561141969 | -3687.56114196897 | | 1073 | 87736 | 70835.2437734619 | 16900.7562265381 | | 1074 | 128908 | 87734.8827423613 | 41173.1172576387 | | 1075 | 118575 | 128905.278170329 | -10330.2781703287 | | 1076 | 118014 | 118575.682903300 | -561.682903299763 | | 1077 | 111232 | 118014.03713115 | -6782.03713114998 | | 1078 | 79593 | 111232.448339867 | -31639.4483398665 | | 1079 | 56043 | 79595.0915877886 | -23552.0915877886 | | 1080 | 81221 | 56044.5569572083 | 25176.4430427917 | | 1081 | 115024 | 81219.3356618528 | 33804.6643381472 | | 1082 | 91661 | 115021.765276361 | -23360.7652763611 | | 1083 | 110298 | 91662.5443092073 | 18635.4556907927 | | 1084 | 99591 | 110296.768066651 | -10705.7680666509 | | 1085 | 70488 | 99591.7077257958 | -29103.7077257958 | | 1086 | 50757 | 70489.9239576818 | -19732.9239576818 | | 1087 | 69473 | 50758.3044836414 | 18714.6955163586 | | 1088 | 117186 | 69471.7628283468 | 47714.2371716532 | | 1089 | 82637 | 117182.845756767 | -34545.8457567674 | | 1090 | 91207 | 82639.2837208903 | 8567.7162791097 | | 1091 | 76682 | 91206.433614311 | -14524.4336143111 | | 1092 | 66964 | 76682.9601661716 | -9718.9601661716 | | 1093 | 44536 | 66964.6424909241 | -22428.6424909241 | | 1094 | 64267 | 44537.4826894023 | 19729.5173105977 | | 1095 | 99458 | 64265.6957415617 | 35192.3042584383 | | 1096 | 89338 | 99455.6735437025 | -10117.6735437025 | | 1097 | 104397 | 89338.668848654 | 15058.3311513461 | | 1098 | 90486 | 104396.004539485 | -13910.0045394846 | | 1099 | 70702 | 90486.9195481325 | -19784.9195481325 | | 1100 | 58633 | 70703.3079209119 | -12070.3079209119 | | 1101 | 68672 | 58633.7979313792 | 10038.2020686208 | | 1102 | 93477 | 68671.3364049638 | 24805.6635950362 | | 1103 | 110485 | 93475.3601729554 | 17009.6398270446 | | 1104 | 155875 | 110483.875544397 | 45391.1244556027 | | 1105 | 86828 | 155871.99933069 | -69043.9993306899 | | 1106 | 74653 | 86832.5642889953 | -12179.5642889953 | | 1107 | 57512 | 74653.8051539857 | -17141.8051539857 | | 1108 | 88484 | 57513.1331926508 | 30970.8668073492 | | 1109 | 78979 | 88481.952610105 | -9502.95261010493 | | 1110 | 84158 | 78979.628211321 | 5178.37178867907 | | 1111 | 76389 | 84157.6576735763 | -7768.6576735763 | | 1112 | 77136 | 76389.5135623526 | 746.486437647414 | | 1113 | 55189 | 77135.9506520499 | -21946.9506520499 | | 1114 | 36686 | 55190.4508462185 | -18504.4508462185 | | 1115 | 50703 | 36687.2232730169 | 14015.7767269831 | | 1116 | 75428 | 50702.0734595896 | 24725.9265404104 | | 1117 | 78979 | 75426.3654441298 | 3552.6345558702 | | 1118 | 78151 | 78978.7651461247 | -827.765146124715 | | 1119 | 69260 | 78151.0547210385 | -8891.05472103853 | | 1120 | 56844 | 69260.5877606108 | -12416.5877606108 | | 1121 | 39436 | 56844.8208228872 | -17408.8208228872 | | 1122 | 51985 | 39437.1508442453 | 12547.8491557547 | | 1123 | 73585 | 51984.1704998208 | 21600.8295001792 | | 1124 | 67177 | 73583.572034799 | -6406.57203479906 | | 1125 | 65442 | 67177.4235190099 | -1735.4235190099 | | 1126 | 61757 | 65442.1147235755 | -3685.1147235755 | | 1127 | 50890 | 61757.2436117366 | -10867.2436117366 | | 1128 | 29050 | 50890.7184004534 | -21840.7184004534 | | 1129 | 48647 | 29051.4438235272 | 19595.5561764728 | | 1130 | 70488 | 48645.7045973252 | 21842.2954026748 | | 1131 | 63199 | 70486.556072222 | -7287.55607222198 | | 1132 | 62825 | 63199.4817581876 | -374.481758187620 | | 1133 | 66803 | 62825.0247558511 | 3977.97524414888 | | 1134 | 49555 | 66802.7370281443 | -17247.7370281443 | | 1135 | 30892 | 49556.1401954851 | -18664.1401954851 | | 1136 | 40103 | 30893.2338295946 | 9209.76617040543 | | 1137 | 59434 | 40102.3911703437 | 19331.6088296563 | | 1138 | 67604 | 59432.7220460822 | 8171.27795391777 | | 1139 | 70194 | 67603.4598216441 | 2590.54017835589 | | 1140 | 63760 | 70193.8287472605 | -6433.82874726054 | | 1141 | 53106 | 63760.4253208683 | -10654.4253208683 | | 1142 | 34310 | 53106.7043316829 | -18796.7043316829 | | 1143 | 44883 | 34311.2425930068 | 10571.7574069932 | | 1144 | 68058 | 44882.3011332417 | 23175.6988667583 | | 1145 | 74333 | 68056.4679249707 | 6276.53207502929 | | 1146 | 71156 | 74332.5850775367 | -3176.58507753669 | | 1147 | 67337 | 71156.209994387 | -3819.20999438695 | | 1148 | 52279 | 67337.2524763675 | -15058.2524763675 | | 1149 | 37727 | 52279.9954553145 | -14552.9954553145 | | 1150 | 43254 | 37727.9620543081 | 5526.03794569188 | | 1151 | 74493 | 43253.6346904231 | 31239.3653095769 | | 1152 | 77991 | 74490.9348604848 | 3500.06513951518 | | 1153 | 68699 | 77990.7686213291 | -9291.76862132909 | | 1154 | 66483 | 68699.6142505891 | -2216.61425058915 | | 1155 | 62318 | 66483.1465336326 | -4165.14653363259 | | 1156 | 35885 | 62318.2753451809 | -26433.2753451809 | | 1157 | 49902 | 35886.7474235116 | 14015.2525764884 | | 1158 | 78231 | 49901.0734942396 | 28329.9265057604 | | 1159 | 67044 | 78229.1271946434 | -11185.1271946434 | | 1160 | 71476 | 67044.7394147712 | 4431.26058522883 | | 1161 | 68112 | 71475.7070628278 | -3363.70706282776 | | 1162 | 52492 | 68112.2223644528 | -15620.2223644528 | | 1163 | 41492 | 52493.0326054362 | -11001.0326054362 | | 1164 | 46805 | 41492.7272448373 | 5312.27275516272 | | 1165 | 69847 | 46804.6488217903 | 23042.3511782097 | | 1166 | 73478 | 69845.4767401812 | 3632.5232598188 | | 1167 | 78632 | 73477.7598649252 | 5154.24013507475 | | 1168 | 74813 | 78631.6592688466 | -3818.65926884659 | | 1169 | 60182 | 74813.2524399607 | -14631.2524399607 | | 1170 | 41305 | 60182.9672276396 | -18877.9672276396 | | 1171 | 39116 | 41306.2479650499 | -2190.24796504992 | | 1172 | 72010 | 39116.1447906376 | 32893.8552093624 | | 1173 | 79246 | 72007.825487185 | 7238.17451281504 | | 1174 | 71690 | 79245.5215062772 | -7555.52150627722 | | 1175 | 69420 | 71690.4994725682 | -2270.49947256820 | | 1176 | 57939 | 69420.1500958209 | -11481.1500958209 | | 1177 | 46298 | 57939.7589839457 | -11641.7589839457 | | 1178 | 60422 | 46298.7696013112 | 14123.2303986888 | | 1179 | 81035 | 60421.0663561539 | 20613.9336438461 | | 1180 | 82637 | 81033.6372754853 | 1603.36272451471 | | 1181 | 79726 | 82636.8940065623 | -2910.89400656233 | | 1182 | 86348 | 79726.1924303576 | 6621.8075696424 | | 1183 | 66296 | 86347.5622524229 | -20051.5622524229 | | 1184 | 33695 | 66297.3255478509 | -32602.3255478509 | | 1185 | 52199 | 33697.155240675 | 18501.8447593250 | | 1186 | 72517 | 52197.7768992636 | 20319.2231007364 | | 1187 | 72277 | 72515.6567579038 | -238.65675790378 | | 1188 | 73078 | 72277.015776873 | 800.984223126929 | | 1189 | 76763 | 73077.9470493669 | 3685.05295063308 | | 1190 | 65655 | 76762.756392347 | -11107.7563923470 | | 1191 | 34657 | 65655.7343000225 | -30998.7343000225 | | 1192 | 56417 | 34659.0492321303 | 21757.9507678697 | | 1193 | 68699 | 56415.5616479895 | 12283.4383520105 | | 1194 | 77163 | 68698.1879792156 | 8464.8120207844 | | 1195 | 79700 | 77162.4404169989 | 2537.55958300112 | | 1196 | 78151 | 79699.8322496467 | -1548.83224964672 | | 1197 | 59781 | 78151.1023885937 | -18370.1023885937 | | 1198 | 44829 | 59782.2143916486 | -14953.2143916486 | | 1199 | 46992 | 44829.9885115659 | 2162.01148843412 | | 1200 | 77030 | 46991.8570759901 | 30038.1429240099 | | 1201 | 92596 | 77028.0142696466 | 15567.9857303534 | | 1202 | 84933 | 92594.970847769 | -7661.970847769 | | 1203 | 83918 | 84933.5065096107 | -1015.50650961071 | | 1204 | 63306 | 83918.0671320496 | -20612.0671320496 | | 1205 | 47286 | 63307.3626011253 | -16021.3626011253 | | 1206 | 77403 | 47287.0591235983 | 30115.9408764017 | | 1207 | 102768 | 77401.0091266604 | 25366.9908733396 | | 1208 | 118361 | 102766.323065315 | 15594.6769346853 | | 1209 | 107708 | 118359.969083295 | -10651.9690832946 | | 1210 | 94705 | 107708.704169309 | -13003.7041693085 | | 1211 | 76122 | 94705.859635369 | -18583.8596353689 | | 1212 | 45417 | 76123.2285224907 | -30706.2285224907 | | 1213 | 79806 | 45419.0298954622 | 34386.9701045378 | | 1214 | 106346 | 79803.7267818963 | 26542.2732181037 | | 1215 | 95826 | 106344.245370970 | -10518.2453709702 | | 1216 | 93797 | 95826.6953292402 | -2029.69532924023 | | 1217 | 99351 | 93797.1341769907 | 5553.86582300931 | | 1218 | 83838 | 99350.6328508067 | -15512.6328508067 | | 1219 | 54174 | 83839.0254930203 | -29665.0254930203 | | 1220 | 84559 | 54175.9610646938 | 30383.0389353062 | | 1221 | 116492 | 84556.9914696193 | 31935.0085303807 | | 1222 | 114543 | 116489.888873625 | -1946.88887362531 | | 1223 | 123407 | 114543.128702908 | 8863.87129709247 | | 1224 | 114677 | 123406.414036403 | -8729.41403640274 | | 1225 | 110378 | 114677.577075036 | -4299.57707503633 | | 1226 | 96040 | 110378.284231976 | -14338.2842319755 | | 1227 | 141857 | 96040.9478604016 | 45816.0521395984 | | 1228 | 233465 | 141853.971240012 | 91611.028759988 | | 1229 | 146022 | 233458.943873262 | -87436.9438732624 | | 1230 | 142124 | 146027.780190669 | -3903.78019066935 | | 1231 | 118067 | 142124.258067046 | -24057.2580670462 | | 1232 | 83010 | 118068.590352229 | -35058.5903522293 | | 1233 | 75695 | 83012.3176168775 | -7317.31761687747 | | 1234 | 104157 | 75695.4837256329 | 28461.5162743671 | | 1235 | 150161 | 104155.118495644 | 46005.8815043564 | | 1236 | 174832 | 150157.958690969 | 24674.0413090306 | | 1237 | 139935 | 174830.368874105 | -34895.3688741048 | | 1238 | 108749 | 139937.306826802 | -31188.3068268015 | | 1239 | 109977 | 108751.061764194 | 1225.93823580597 | | 1240 | 78872 | 109976.918956948 | -31104.9189569484 | | 1241 | 126451 | 78874.0562516753 | 47576.9437483247 | | 1242 | 161295 | 126447.854832818 | 34847.1451671816 |
| Extrapolation Forecasts of Exponential Smoothing | | t | Forecast | 95% Lower Bound | 95% Upper Bound | | 1243 | 161292.696361121 | 122659.710650799 | 199925.682071443 | | 1244 | 161292.696361121 | 106659.209871352 | 215926.182850891 | | 1245 | 161292.696361121 | 94381.3512307044 | 228204.041491538 | | 1246 | 161292.696361121 | 84030.5557727602 | 238554.836949482 | | 1247 | 161292.696361121 | 74911.2826806912 | 247674.110041551 | | 1248 | 161292.696361121 | 66666.8072473935 | 255918.585474849 | | 1249 | 161292.696361121 | 59085.2154622291 | 263500.177260013 | | 1250 | 161292.696361121 | 52028.4322450283 | 270556.960477214 | | 1251 | 161292.696361121 | 45400.5496299245 | 277184.843092318 | | 1252 | 161292.696361121 | 39131.7372330138 | 283453.655489229 | | 1253 | 161292.696361121 | 33169.2785319318 | 289416.114190311 | | 1254 | 161292.696361121 | 27472.2178932613 | 295113.174828981 |
| | | | Charts produced by software: |  | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291058039h9bgcv47gl9u7jj/1a9u31291058090.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291058039h9bgcv47gl9u7jj/1a9u31291058090.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291058039h9bgcv47gl9u7jj/2l0bo1291058090.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291058039h9bgcv47gl9u7jj/2l0bo1291058090.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291058039h9bgcv47gl9u7jj/3l0bo1291058090.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291058039h9bgcv47gl9u7jj/3l0bo1291058090.ps (open in new window) |
| | | | Parameters (Session): | | par1 = 12 ; par2 = Single ; par3 = additive ; | | | | Parameters (R input): | | par1 = 12 ; par2 = Single ; par3 = additive ; | | | | R code (references can be found in the software module): | par1 <- as.numeric(par1)
if (par2 == 'Single') K <- 1
if (par2 == 'Double') K <- 2
if (par2 == 'Triple') K <- par1
nx <- length(x)
nxmK <- nx - K
x <- ts(x, frequency = par1)
if (par2 == 'Single') fit <- HoltWinters(x, gamma=F, beta=F)
if (par2 == 'Double') fit <- HoltWinters(x, gamma=F)
if (par2 == 'Triple') fit <- HoltWinters(x, seasonal=par3)
fit
myresid <- x - fit$fitted[,'xhat']
bitmap(file='test1.png')
op <- par(mfrow=c(2,1))
plot(fit,ylab='Observed (black) / Fitted (red)',main='Interpolation Fit of Exponential Smoothing')
plot(myresid,ylab='Residuals',main='Interpolation Prediction Errors')
par(op)
dev.off()
bitmap(file='test2.png')
p <- predict(fit, par1, prediction.interval=TRUE)
np <- length(p[,1])
plot(fit,p,ylab='Observed (black) / Fitted (red)',main='Extrapolation Fit of Exponential Smoothing')
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(myresid),lag.max = nx/2,main='Residual ACF')
spectrum(myresid,main='Residals Periodogram')
cpgram(myresid,main='Residal Cumulative Periodogram')
qqnorm(myresid,main='Residual Normal QQ Plot')
qqline(myresid)
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Estimated Parameters of Exponential Smoothing',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Parameter',header=TRUE)
a<-table.element(a,'Value',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'alpha',header=TRUE)
a<-table.element(a,fit$alpha)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'beta',header=TRUE)
a<-table.element(a,fit$beta)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'gamma',header=TRUE)
a<-table.element(a,fit$gamma)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Interpolation Forecasts of Exponential Smoothing',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observed',header=TRUE)
a<-table.element(a,'Fitted',header=TRUE)
a<-table.element(a,'Residuals',header=TRUE)
a<-table.row.end(a)
for (i in 1:nxmK) {
a<-table.row.start(a)
a<-table.element(a,i+K,header=TRUE)
a<-table.element(a,x[i+K])
a<-table.element(a,fit$fitted[i,'xhat'])
a<-table.element(a,myresid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Extrapolation Forecasts of Exponential Smoothing',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Forecast',header=TRUE)
a<-table.element(a,'95% Lower Bound',header=TRUE)
a<-table.element(a,'95% Upper Bound',header=TRUE)
a<-table.row.end(a)
for (i in 1:np) {
a<-table.row.start(a)
a<-table.element(a,nx+i,header=TRUE)
a<-table.element(a,p[i,'fit'])
a<-table.element(a,p[i,'lwr'])
a<-table.element(a,p[i,'upr'])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
| | |
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