PROBLEM: THE STRADDLE STRATEGY |
A STRADDLE PURCHASE IS BUYING BOTH A PUT AND A CALL WITH THE SAME STRIKE PRICE AND EXPIRATION DATE ON THE SAME STOCK. |
THE INVESTOR WILL PROFIT WHEN THE PRICE OF THE STOCK RISES OR FALLS FROM THE STRIKE PRICE BY AN AMOUNT |
WHICH EXCEEDS THE TOTAL COST OF THE PREMIUMS PAID. |
THE INVESTOR HAS A PREDETERMINED MAXIMUM LOSS EQUAL TO THE AMOUNT OF HIS INITIAL INVESTMENT. |
SEE INPUT DATA BELOW. |
QUESTIONS: |
* USE MONTE CARLO SIMULATION ( 1000 ITERATIONS), AT A VOLATILITY = 20%, AND COMPUTE 1) MEAN PROFIT $ 2) ROI % 3) VaR of PROFIT $ and ROI% at 5th Pctl |
* GRAPH PROFIT $ AGAINST STOCK PRICE |
* RE-COMPUTE THE THE ABOVE STATISTICS , BUT VARY THE VOLATILITY FROM 10% TO 40% IN 10% INCREMENTS; SAVE EACH SET OF RESULTS |
* DISCUSS YOUR RESULTS |
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INPUT DATA: |
XYZ at the money call and put |
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Input data | Starting Price | $100 | Days in Future | Simulated Price | Profit |
Stock price | $100 | <— input | Volatility | 20.00% | 1 | 98.77092583 | 12.54 |
Exercise price | $100 | <— input | Daily Volatility | 1% | 2 | 97.8257336 | 13.48 |
Duration | 0.5000 | <— input | 3 | 97.75070432 | 13.56 |
Interest rate/Stock Growth rate | 5.00% | <— input | Mean | 124.2986229 | 4 | 98.10089083 | 13.21 |
Revenue | $24 | 5 | 99.2688 | 12.04 |
Implied volatility (stdev) | 20.00% | <— input | Cost | $11.31 | 6 | 98.60558002 | 12.70 |
Profit | 12.990 | 7 | 97.60616768 | 13.70 |
COSTS: | ROI | 115% | 8 | 95.22320036 | 16.09 |
Call price | $6.89 | <— input | 9 | 95.83197315 | 15.48 |
Put price | $4.42 | <— input | VAR (ROI) | 81.9% | 10 | 93.56710396 | 17.74 |
VAR ($) | 12.660 | 11 | 96.22617022 | 15.08 |
12 | 97.76161793 | 13.55 |
Straddle Cost | $11.31 | 13 | 98.45082504 | 12.86 |
call price | 14 | 98.72836391 | 12.58 |
15 | 99.29485854 | 12.01 |
16 | 99.68713699 | 11.62 |
17 | 99.87035619 | 11.44 |
18 | 99.9104454 | 11.40 |
19 | 98.80667463 | 12.50 |
20 | 102.0971625 | 9.21 |
21 | 102.4018917 | 8.91 |
22 | 102.6702686 | 8.64 |
23 | 104.7323109 | 6.58 |
24 | 104.5863499 | 6.72 |
25 | 103.4838468 | 7.82 |
26 | 104.1949977 | 7.11 |
27 | 102.9909513 | 8.32 |
28 | 104.7397701 | 6.57 |
29 | 104.7846349 | 6.52 |
30 | 107.8872112 | 3.42 |
31 | 106.637393 | 4.67 |
32 | 106.8003981 | 4.51 |
33 | 108.2379432 | 3.07 |
34 | 106.8121094 | 4.50 |
35 | 109.5067325 | 1.80 |
36 | 109.664833 | 1.64 |
37 | 110.8362089 | 0.47 |
38 | 110.6146385 | 0.69 |
39 | 112.3674242 | 1.06 |
40 | 113.0869995 | 1.78 |
41 | 112.392627 | 1.08 |
42 | 113.6072938 | 2.30 |
43 | 115.4127935 | 4.10 |
44 | 114.5007981 | 3.19 |
45 | 112.897163 | 1.59 |
46 | 113.3492047 | 2.04 |
47 | 111.313153 | 0.00 |
48 | 109.2954188 | 2.01 |
49 | 110.410088 | 0.90 |
50 | 108.7563871 | 2.55 |
51 | 110.5130061 | 0.80 |
52 | 109.8885393 | 1.42 |
53 | 108.8750482 | 2.43 |
54 | 110.1754408 | 1.13 |
55 | 110.1955218 | 1.11 |
56 | 111.7020707 | 0.39 |
57 | 111.8526863 | 0.54 |
58 | 112.4050893 | 1.10 |
59 | 113.7642506 | 2.46 |
60 | 113.7829341 | 2.47 |
61 | 110.7718586 | 0.54 |
62 | 109.7217012 | 1.59 |
63 | 111.891512 | 0.58 |
64 | 112.6092033 | 1.30 |
65 | 115.0073495 | 3.70 |
66 | 117.1412051 | 5.83 |
67 | 115.3223898 | 4.01 |
68 | 115.2866099 | 3.98 |
69 | 116.8061462 | 5.50 |
70 | 117.9021681 | 6.59 |
71 | 117.5122926 | 6.20 |
72 | 118.1847269 | 6.88 |
73 | 118.5493783 | 7.24 |
74 | 118.5072933 | 7.20 |
75 | 118.9348234 | 7.63 |
76 | 118.4728421 | 7.16 |
77 | 116.519396 | 5.21 |
78 | 116.7261602 | 5.42 |
79 | 118.0596888 | 6.75 |
80 | 120.1680679 | 8.86 |
81 | 118.4719654 | 7.16 |
82 | 117.9386707 | 6.63 |
83 | 118.975312 | 7.67 |
84 | 116.6134286 | 5.30 |
85 | 116.3336128 | 5.03 |
86 | 117.6231809 | 6.31 |
87 | 116.1333674 | 4.82 |
88 | 114.160651 | 2.85 |
89 | 113.4733001 | 2.16 |
90 | 114.8543676 | 3.55 |
91 | 115.2298983 | 3.92 |
92 | 116.3634604 | 5.06 |
93 | 113.7667673 | 2.46 |
94 | 114.8152638 | 3.51 |
95 | 115.2983841 | 3.99 |
96 | 115.6606032 | 4.35 |
97 | 115.7766359 | 4.47 |
98 | 116.0030362 | 4.69 |
99 | 120.6362847 | 9.33 |
100 | 121.9429317 | 10.63 |
101 | 122.8141709 | 11.51 |
102 | 122.5718905 | 11.26 |
103 | 125.0845692 | 13.78 |
104 | 126.9655022 | 15.66 |
105 | 130.511906 | 19.20 |
106 | 131.9374724 | 20.63 |
107 | 131.1885726 | 19.88 |
108 | 131.0109519 | 19.70 |
109 | 131.6727683 | 20.36 |
110 | 133.2906017 | 21.98 |
111 | 133.4640595 | 22.16 |
112 | 136.1283749 | 24.82 |
113 | 135.8381158 | 24.53 |
114 | 132.6496347 | 21.34 |
115 | 132.4212382 | 21.11 |
116 | 132.5521399 | 21.24 |
117 | 134.3002755 | 22.99 |
118 | 136.6648066 | 25.36 |
119 | 137.9708966 | 26.66 |
120 | 137.4167671 | 26.11 |
121 | 135.6726987 | 24.36 |
122 | 138.0533667 | 26.74 |
123 | 138.4108793 | 27.10 |
124 | 138.3622809 | 27.05 |
125 | 141.2080401 | 29.90 |
126 | 137.8347585 | 26.53 |
127 | 136.2147104 | 24.91 |
128 | 135.4513401 | 24.14 |
129 | 133.6421506 | 22.33 |
130 | 132.8661407 | 21.56 |
131 | 129.5291953 | 18.22 |
132 | 127.952189 | 16.64 |
133 | 129.8318535 | 18.52 |
134 | 130.0943484 | 18.79 |
135 | 130.0316988 | 18.72 |
136 | 131.3872067 | 20.08 |
137 | 131.0693922 | 19.76 |
138 | 132.5379904 | 21.23 |
139 | 133.1745763 | 21.87 |
140 | 132.189815 | 20.88 |
141 | 132.2096231 | 20.90 |
142 | 130.5001095 | 19.19 |
143 | 131.2045172 | 19.90 |
144 | 131.1909866 | 19.88 |
145 | 129.9412251 | 18.63 |
146 | 129.1510267 | 17.84 |
147 | 128.8858967 | 17.58 |
148 | 129.5359998 | 18.23 |
149 | 129.0586617 | 17.75 |
150 | 130.442504 | 19.13 |
151 | 131.7991697 | 20.49 |
152 | 132.48841 | 21.18 |
153 | 131.4028204 | 20.09 |
154 | 131.532935 | 20.22 |
155 | 132.0159385 | 20.71 |
156 | 130.924273 | 19.62 |
157 | 131.3699915 | 20.06 |
158 | 131.1922149 | 19.88 |
159 | 130.8386709 | 19.53 |
160 | 128.9877686 | 17.68 |
161 | 126.7482559 | 15.44 |
162 | 124.3421341 | 13.03 |
163 | 124.0715437 | 12.76 |
164 | 121.3340926 | 10.03 |
165 | 121.5111582 | 10.20 |
166 | 120.8246156 | 9.52 |
167 | 123.6889891 | 12.38 |
168 | 121.9652767 | 10.66 |
169 | 121.6398148 | 10.33 |
170 | 122.4831707 | 11.17 |
171 | 123.2567425 | 11.95 |
172 | 122.8237185 | 11.52 |
173 | 124.2231285 | 12.91 |
174 | 126.838033 | 15.53 |
175 | 128.7778557 | 17.47 |
176 | 129.6581733 | 18.35 |
177 | 131.4914702 | 20.18 |
178 | 131.4960249 | 20.19 |
179 | 131.7367146 | 20.43 |
180 | 129.606475 | 18.30 |
181 | 131.3537622 | 20.05 |
182 | 130.5872192 | 19.28 |
183 | 130.9419106 | 19.63 |
184 | 131.8042049 | 20.50 |
185 | 133.4434787 | 22.14 |
186 | 131.8174915 | 20.51 |
187 | 131.5898094 | 20.28 |
188 | 132.2251717 | 20.92 |
189 | 132.3065243 | 21.00 |
190 | 133.5241066 | 22.22 |
191 | 130.3835005 | 19.08 |
192 | 128.6529965 | 17.34 |
193 | 128.3239421 | 17.02 |
194 | 127.2276365 | 15.92 |
195 | 125.3076342 | 14.00 |
196 | 124.0961717 | 12.79 |
197 | 124.1610804 | 12.85 |
198 | 124.2630731 | 12.95 |
199 | 123.697845 | 12.39 |
200 | 123.3992266 | 12.09 |
201 | 122.3426859 | 11.03 |
202 | 121.7109566 | 10.40 |
203 | 121.3032411 | 9.99 |
204 | 120.7561822 | 9.45 |
205 | 121.7211234 | 10.41 |
206 | 121.6454624 | 10.34 |
207 | 121.2919669 | 9.98 |
208 | 118.5557933 | 7.25 |
209 | 121.1395188 | 9.83 |
210 | 123.904642 | 12.60 |
211 | 124.4594248 | 13.15 |
212 | 124.3820212 | 13.07 |
213 | 123.651808 | 12.34 |
214 | 121.6499949 | 10.34 |
215 | 123.4905637 | 12.18 |
216 | 124.047259 | 12.74 |
217 | 120.9618243 | 9.65 |
218 | 121.2412203 | 9.93 |
219 | 122.3426814 | 11.03 |
220 | 122.8040279 | 11.50 |
221 | 120.4139496 | 9.11 |
222 | 118.0129108 | 6.70 |
223 | 118.5887414 | 7.28 |
224 | 119.1220431 | 7.81 |
225 | 118.8553295 | 7.55 |
226 | 119.7983538 | 8.49 |
227 | 118.8587846 | 7.55 |
228 | 119.1648507 | 7.86 |
229 | 118.447925 | 7.14 |
230 | 117.3056648 | 6.00 |
231 | 119.7198238 | 8.41 |
232 | 122.340558 | 11.03 |
233 | 122.848831 | 11.54 |
234 | 123.7110996 | 12.40 |
235 | 124.5431757 | 13.23 |
236 | 123.7160035 | 12.41 |
237 | 126.2194576 | 14.91 |
238 | 128.6482263 | 17.34 |
239 | 124.299297 | 12.99 |
240 | 124.0790359 | 12.77 |
241 | 124.7891938 | 13.48 |
242 | 128.0935376 | 16.79 |
243 | 126.3831837 | 15.07 |
244 | 125.1153336 | 13.81 |
245 | 125.1984124 | 13.89 |
246 | 127.8354868 | 16.53 |
247 | 130.3388193 | 19.03 |
248 | 132.6893243 | 21.38 |
249 | 132.2546038 | 20.95 |
250 | 133.3284474 | 22.02 |
251 | 131.4880958 | 20.18 |
252 | 134.1593375 | 22.85 |
253 | 133.0578255 | 21.75 |
254 | 133.6324139 | 22.32 |
255 | 133.8288922 | 22.52 |
256 | 133.7973782 | 22.49 |
257 | 134.4142621 | 23.11 |
258 | 132.0907213 | 20.78 |
259 | 132.3063142 | 21.00 |
260 | 133.1760474 | 21.87 |
261 | 131.9049658 | 20.60 |
262 | 134.6170196 | 23.31 |
263 | 134.6274212 | 23.32 |
264 | 134.4116332 | 23.10 |
265 | 134.9198405 | 23.61 |
266 | 134.0905741 | 22.78 |
267 | 137.8071299 | 26.50 |
268 | 136.6342226 | 25.33 |
269 | 138.6352779 | 27.33 |
270 | 141.2445252 | 29.94 |
271 | 142.9768399 | 31.67 |
272 | 141.3692821 | 30.06 |
273 | 141.9968048 | 30.69 |
274 | 140.0594967 | 28.75 |
275 | 140.9289682 | 29.62 |
276 | 140.872261 | 29.56 |
277 | 139.1161885 | 27.81 |
278 | 139.2094904 | 27.90 |
279 | 140.0679884 | 28.76 |
280 | 138.3022686 | 26.99 |
281 | 139.304762 | 28.00 |
282 | 139.0935389 | 27.79 |
283 | 137.8829454 | 26.57 |
284 | 138.5673757 | 27.26 |
285 | 136.3838823 | 25.08 |
286 | 135.3628193 | 24.05 |
287 | 137.2295242 | 25.92 |
288 | 138.0986715 | 26.79 |
289 | 136.9857962 | 25.68 |
290 | 138.7711354 | 27.46 |
291 | 140.0619272 | 28.75 |
292 | 140.6535787 | 29.35 |
293 | 140.9249311 | 29.62 |
294 | 137.9141369 | 26.61 |
295 | 138.778304 | 27.47 |
296 | 139.1932437 | 27.88 |
297 | 140.6507161 | 29.34 |
298 | 139.259914 | 27.95 |
299 | 138.2688811 | 26.96 |
300 | 139.2712552 | 27.96 |
301 | 142.5190203 | 31.21 |
302 | 144.7067906 | 33.40 |
303 | 145.9193666 | 34.61 |
304 | 147.3288819 | 36.02 |
305 | 149.8735158 | 38.57 |
306 | 147.7271243 | 36.42 |
307 | 146.1812051 | 34.87 |
308 | 144.3967568 | 33.09 |
309 | 144.6629905 | 33.35 |
310 | 141.8736871 | 30.57 |
311 | 143.2017058 | 31.89 |
312 | 142.743922 | 31.44 |
313 | 142.5779731 | 31.27 |
314 | 144.8179632 | 33.51 |
315 | 145.0573049 | 33.75 |
316 | 146.3232319 | 35.01 |
317 | 144.9819593 | 33.67 |
318 | 147.331929 | 36.02 |
319 | 150.7030927 | 39.39 |
320 | 148.1405779 | 36.83 |
321 | 147.968828 | 36.66 |
322 | 146.4285011 | 35.12 |
323 | 145.8449501 | 34.54 |
324 | 143.1964601 | 31.89 |
325 | 142.9711645 | 31.66 |
326 | 143.9730384 | 32.66 |
327 | 144.6059007 | 33.30 |
328 | 143.3523316 | 32.04 |
329 | 140.5728136 | 29.26 |
330 | 143.635006 | 32.33 |
331 | 143.5157037 | 32.21 |
332 | 144.2664291 | 32.96 |
333 | 145.9028079 | 34.59 |
334 | 147.4267459 | 36.12 |
335 | 151.2952943 | 39.99 |
336 | 152.7147254 | 41.41 |
337 | 150.5946055 | 39.29 |
338 | 150.1074771 | 38.80 |
339 | 151.6778197 | 40.37 |
340 | 152.3913481 | 41.08 |
341 | 152.014079 | 40.71 |
342 | 149.9966606 | 38.69 |
343 | 147.7933218 | 36.48 |
344 | 151.3894016 | 40.08 |
345 | 150.5229666 | 39.21 |
346 | 150.7532642 | 39.44 |
347 | 151.1044345 | 39.80 |
348 | 153.1797112 | 41.87 |
349 | 153.7250589 | 42.42 |
350 | 154.7484699 | 43.44 |
351 | 153.6422842 | 42.33 |
352 | 154.083092 | 42.77 |
353 | 153.0548039 | 41.75 |
354 | 153.8440523 | 42.54 |
355 | 155.0128539 | 43.70 |
356 | 154.5819336 | 43.27 |
357 | 154.1973355 | 42.89 |
358 | 155.2909408 | 43.98 |
359 | 151.1563838 | 39.85 |
360 | 151.1409517 | 39.83 |
361 | 150.3931673 | 39.08 |
362 | 150.5466519 | 39.24 |
363 | 148.3708685 | 37.06 |
364 | 149.1446874 | 37.84 |
365 | 147.9795587 | 36.67 |
366 | 148.4675032 | 37.16 |
367 | 148.1938025 | 36.89 |
368 | 150.0033685 | 38.69 |
369 | 150.1108936 | 38.80 |
370 | 151.1751883 | 39.87 |
371 | 150.1858891 | 38.88 |
372 | 150.5859381 | 39.28 |
373 | 152.970707 | 41.66 |
374 | 152.6641788 | 41.36 |
375 | 148.6938425 | 37.39 |
376 | 147.0162737 | 35.71 |
377 | 146.3126618 | 35.00 |
378 | 146.5596651 | 35.25 |
379 | 146.2244341 | 34.92 |
380 | 146.0835412 | 34.78 |
381 | 147.7943587 | 36.49 |
382 | 147.6877788 | 36.38 |
383 | 146.1484464 | 34.84 |
384 | 143.7903582 | 32.48 |
385 | 146.9679823 | 35.66 |
386 | 146.8396833 | 35.53 |
387 | 148.0417374 | 36.73 |
388 | 147.4682921 | 36.16 |
389 | 145.7148927 | 34.41 |
390 | 143.3348859 | 32.03 |
391 | 142.378685 | 31.07 |
392 | 143.8479758 | 32.54 |
393 | 144.7811283 | 33.47 |
394 | 145.1660845 | 33.86 |
395 | 147.5408715 | 36.23 |
396 | 145.8423951 | 34.53 |
397 | 143.7975692 | 32.49 |
398 | 143.2249323 | 31.92 |
399 | 143.2454953 | 31.94 |
400 | 141.9296448 | 30.62 |
401 | 143.4012485 | 32.09 |
402 | 142.8070895 | 31.50 |
403 | 144.8468014 | 33.54 |
404 | 141.1485715 | 29.84 |
405 | 139.9372808 | 28.63 |
406 | 141.1944449 | 29.89 |
407 | 140.2975717 | 28.99 |
408 | 141.5305964 | 30.22 |
409 | 142.8437117 | 31.54 |
410 | 143.6390735 | 32.33 |
411 | 144.2728839 | 32.96 |
412 | 143.9334416 | 32.62 |
413 | 142.6593488 | 31.35 |
414 | 144.9252733 | 33.62 |
415 | 143.9575433 | 32.65 |
416 | 144.5616567 | 33.25 |
417 | 145.9650385 | 34.66 |
418 | 144.012111 | 32.70 |
419 | 142.6567752 | 31.35 |
420 | 142.6729257 | 31.36 |
421 | 145.0233346 | 33.71 |
422 | 145.2198214 | 33.91 |
423 | 144.3240821 | 33.02 |
424 | 145.1842306 | 33.88 |
425 | 145.7817664 | 34.47 |
426 | 144.9004824 | 33.59 |
427 | 144.6191222 | 33.31 |
428 | 143.1378453 | 31.83 |
429 | 144.613012 | 33.30 |
430 | 143.2600592 | 31.95 |
431 | 139.0164572 | 27.71 |
432 | 138.4006905 | 27.09 |
433 | 141.5941364 | 30.29 |
434 | 143.392177 | 32.08 |
435 | 143.4034555 | 32.10 |
436 | 141.2836745 | 29.98 |
437 | 141.1453181 | 29.84 |
438 | 143.3175347 | 32.01 |
439 | 144.1298228 | 32.82 |
440 | 144.9668441 | 33.66 |
441 | 146.2782904 | 34.97 |
442 | 147.0853441 | 35.78 |
443 | 147.0609379 | 35.75 |
444 | 151.3990068 | 40.09 |
445 | 150.2535874 | 38.95 |
446 | 151.5273312 | 40.22 |
447 | 150.174151 | 38.87 |
448 | 151.0214603 | 39.71 |
449 | 152.7837298 | 41.48 |
450 | 153.9690065 | 42.66 |
451 | 153.7287507 | 42.42 |
452 | 153.9043855 | 42.60 |
453 | 152.9952267 | 41.69 |
454 | 153.5055275 | 42.20 |
455 | 152.8417165 | 41.53 |
456 | 151.753974 | 40.45 |
457 | 148.7134817 | 37.41 |
458 | 148.0580323 | 36.75 |
459 | 144.958353 | 33.65 |
460 | 143.3332603 | 32.02 |
461 | 141.7216754 | 30.41 |
462 | 143.4705766 | 32.16 |
463 | 144.629229 | 33.32 |
464 | 143.536973 | 32.23 |
465 | 143.5129369 | 32.20 |
466 | 144.1200403 | 32.81 |
467 | 144.4942148 | 33.19 |
468 | 143.4718295 | 32.16 |
469 | 143.0830073 | 31.77 |
470 | 144.7579321 | 33.45 |
471 | 146.0046267 | 34.70 |
472 | 145.2864553 | 33.98 |
473 | 142.5569911 | 31.25 |
474 | 146.0447133 | 34.74 |
475 | 145.8405517 | 34.53 |
476 | 143.9919899 | 32.68 |
477 | 143.940377 | 32.63 |
478 | 142.6408682 | 31.33 |
479 | 145.3236224 | 34.02 |
480 | 146.2911018 | 34.98 |
481 | 146.8878519 | 35.58 |
482 | 143.7801791 | 32.47 |
483 | 142.4501055 | 31.14 |
484 | 147.4939839 | 36.19 |
485 | 149.1647167 | 37.86 |
486 | 149.2748434 | 37.97 |
487 | 152.806453 | 41.50 |
488 | 152.4906203 | 41.18 |
489 | 153.1281709 | 41.82 |
490 | 151.0648074 | 39.76 |
491 | 150.8278294 | 39.52 |
492 | 150.716407 | 39.41 |
493 | 150.8488799 | 39.54 |
494 | 148.4496641 | 37.14 |
495 | 150.7689115 | 39.46 |
496 | 151.8769795 | 40.57 |
497 | 151.7601566 | 40.45 |
498 | 150.6327354 | 39.32 |
499 | 149.3142206 | 38.01 |
500 | 149.3671478 | 38.06 |
501 | 147.5445852 | 36.24 |
502 | 147.4157068 | 36.11 |
503 | 147.3464281 | 36.04 |
504 | 144.5923496 | 33.28 |
505 | 143.4898276 | 32.18 |
506 | 144.3765776 | 33.07 |
507 | 144.5259531 | 33.22 |
508 | 142.4829195 | 31.17 |
509 | 141.1973562 | 29.89 |
510 | 142.5204575 | 31.21 |
511 | 146.1872824 | 34.88 |
512 | 145.3319487 | 34.02 |
513 | 144.9723703 | 33.66 |
514 | 144.31184 | 33.00 |
515 | 146.8634188 | 35.55 |
516 | 150.7813878 | 39.47 |
517 | 150.5757035 | 39.27 |
518 | 152.6686478 | 41.36 |
519 | 151.4671145 | 40.16 |
520 | 153.3775112 | 42.07 |
521 | 152.5413456 | 41.23 |
522 | 152.3238536 | 41.02 |
523 | 153.1566549 | 41.85 |
524 | 153.5440661 | 42.24 |
525 | 150.3367167 | 39.03 |
526 | 149.4186476 | 38.11 |
527 | 148.5220158 | 37.21 |
528 | 146.7687533 | 35.46 |
529 | 145.8863627 | 34.58 |
530 | 146.138427 | 34.83 |
531 | 147.5334109 | 36.22 |
532 | 144.8373176 | 33.53 |
533 | 148.4788244 | 37.17 |
534 | 149.4423114 | 38.13 |
535 | 151.0198697 | 39.71 |
536 | 153.7343915 | 42.43 |
537 | 155.9854536 | 44.68 |
538 | 158.2663308 | 46.96 |
539 | 155.2352721 | 43.93 |
540 | 152.5000415 | 41.19 |
541 | 151.2737854 | 39.97 |
542 | 150.0461537 | 38.74 |
543 | 149.0809686 | 37.77 |
544 | 153.0431179 | 41.73 |
545 | 155.3354126 | 44.03 |
546 | 156.0759928 | 44.77 |
547 | 155.1832 | 43.87 |
548 | 156.2222842 | 44.91 |
549 | 154.5539128 | 43.25 |
550 | 157.2782977 | 45.97 |
551 | 157.826591 | 46.52 |
552 | 159.6446173 | 48.34 |
553 | 159.1613619 | 47.85 |
554 | 155.8687166 | 44.56 |
555 | 152.3839152 | 41.08 |
556 | 150.4081998 | 39.10 |
557 | 150.2697596 | 38.96 |
558 | 149.5730359 | 38.26 |
559 | 150.1267694 | 38.82 |
560 | 150.6023577 | 39.29 |
561 | 149.0068236 | 37.70 |
562 | 150.5338413 | 39.23 |
563 | 151.7719234 | 40.46 |
564 | 155.9388821 | 44.63 |
565 | 155.8260505 | 44.52 |
566 | 156.9174501 | 45.61 |
567 | 160.8237346 | 49.52 |
568 | 159.5717798 | 48.26 |
569 | 156.8729236 | 45.56 |
570 | 160.2871718 | 48.98 |
571 | 160.0512147 | 48.74 |
572 | 158.4543019 | 47.15 |
573 | 162.5939384 | 51.29 |
574 | 162.0251044 | 50.72 |
575 | 163.2809891 | 51.97 |
576 | 158.776051 | 47.47 |
577 | 158.8152234 | 47.51 |
578 | 159.9630947 | 48.65 |
579 | 159.4718849 | 48.16 |
580 | 159.1911554 | 47.88 |
581 | 158.3891551 | 47.08 |
582 | 158.863577 | 47.56 |
583 | 158.0781714 | 46.77 |
584 | 158.9866058 | 47.68 |
585 | 158.9689536 | 47.66 |
586 | 156.5065581 | 45.20 |
587 | 155.6021484 | 44.29 |
588 | 158.160091 | 46.85 |
589 | 159.5618286 | 48.25 |
590 | 160.8601994 | 49.55 |
591 | 159.8341862 | 48.53 |
592 | 159.8975027 | 48.59 |
593 | 160.6881349 | 49.38 |
594 | 160.9374258 | 49.63 |
595 | 160.8946572 | 49.59 |
596 | 157.0268334 | 45.72 |
597 | 157.5298714 | 46.22 |
598 | 157.3745224 | 46.07 |
599 | 155.3416198 | 44.03 |
600 | 155.7600783 | 44.45 |
601 | 153.6354236 | 42.33 |
602 | 152.8198222 | 41.51 |
603 | 154.8378389 | 43.53 |
604 | 152.173582 | 40.87 |
605 | 154.43694 | 43.13 |
606 | 157.162123 | 45.85 |
607 | 153.473706 | 42.17 |
608 | 149.3752482 | 38.07 |
609 | 151.9987371 | 40.69 |
610 | 152.9500726 | 41.64 |
611 | 150.7070549 | 39.40 |
612 | 151.5237386 | 40.22 |
613 | 151.2681449 | 39.96 |
614 | 148.3998412 | 37.09 |
615 | 147.8928565 | 36.58 |
616 | 144.7486816 | 33.44 |
617 | 143.5969654 | 32.29 |
618 | 145.7109519 | 34.40 |
619 | 145.0680149 | 33.76 |
620 | 145.6365258 | 34.33 |
621 | 146.1170027 | 34.81 |
622 | 145.9290896 | 34.62 |
623 | 146.6218254 | 35.31 |
624 | 144.4383245 | 33.13 |
625 | 145.4602403 | 34.15 |
626 | 141.2059868 | 29.90 |
627 | 141.2102418 | 29.90 |
628 | 143.2030734 | 31.89 |
629 | 144.6241444 | 33.32 |
630 | 141.6331055 | 30.32 |
631 | 139.2515195 | 27.94 |
632 | 139.3966777 | 28.09 |
633 | 135.0610378 | 23.75 |
634 | 134.2695854 | 22.96 |
635 | 133.2741147 | 21.97 |
636 | 133.1488345 | 21.84 |
637 | 134.8568919 | 23.55 |
638 | 134.7659233 | 23.46 |
639 | 136.0114419 | 24.70 |
640 | 133.3804636 | 22.07 |
641 | 133.3753772 | 22.07 |
642 | 131.0584281 | 19.75 |
643 | 131.692811 | 20.38 |
644 | 132.5150127 | 21.21 |
645 | 133.5213532 | 22.21 |
646 | 132.9208574 | 21.61 |
647 | 130.0506545 | 18.74 |
648 | 129.1990212 | 17.89 |
649 | 126.7009888 | 15.39 |
650 | 127.9375291 | 16.63 |
651 | 129.3438107 | 18.04 |
652 | 129.5567658 | 18.25 |
653 | 129.7877881 | 18.48 |
654 | 130.0404266 | 18.73 |
655 | 130.8561182 | 19.55 |
656 | 130.8590957 | 19.55 |
657 | 126.9903845 | 15.68 |
658 | 125.449416 | 14.14 |
659 | 123.8147459 | 12.51 |
660 | 125.1520773 | 13.84 |
661 | 125.7387461 | 14.43 |
662 | 125.5507222 | 14.24 |
663 | 126.7135409 | 15.41 |
664 | 127.0046924 | 15.70 |
665 | 123.0014351 | 11.69 |
666 | 122.7111799 | 11.40 |
667 | 122.2327335 | 10.92 |
668 | 120.7560424 | 9.45 |
669 | 122.9640152 | 11.66 |
670 | 122.8244639 | 11.52 |
671 | 125.0711162 | 13.76 |
672 | 123.8065862 | 12.50 |
673 | 122.9431617 | 11.63 |
674 | 121.708841 | 10.40 |
675 | 119.89844 | 8.59 |
676 | 119.6014102 | 8.29 |
677 | 115.6071207 | 4.30 |
678 | 117.0099394 | 5.70 |
679 | 116.0534573 | 4.75 |
680 | 115.6522012 | 4.34 |
681 | 116.0849476 | 4.78 |
682 | 114.8478505 | 3.54 |
683 | 112.942874 | 1.63 |
684 | 113.0176322 | 1.71 |
685 | 114.6791327 | 3.37 |
686 | 115.5764043 | 4.27 |
687 | 114.3425827 | 3.03 |
688 | 114.9091233 | 3.60 |
689 | 113.453386 | 2.14 |
690 | 111.6580081 | 0.35 |
691 | 113.1190359 | 1.81 |
692 | 114.9912907 | 3.68 |
693 | 115.1432911 | 3.83 |
694 | 115.1886489 | 3.88 |
695 | 113.8313819 | 2.52 |
696 | 115.5354895 | 4.23 |
697 | 116.8308071 | 5.52 |
698 | 115.8719476 | 4.56 |
699 | 113.8891383 | 2.58 |
700 | 116.0144362 | 4.71 |
701 | 119.4187409 | 8.11 |
702 | 118.8519847 | 7.54 |
703 | 118.2277346 | 6.92 |
704 | 114.6122804 | 3.30 |
705 | 115.025033 | 3.72 |
706 | 113.6437907 | 2.34 |
707 | 113.0188458 | 1.71 |
708 | 114.140464 | 2.83 |
709 | 114.0841382 | 2.78 |
710 | 112.1825048 | 0.87 |
711 | 113.2013944 | 1.89 |
712 | 112.9597232 | 1.65 |
713 | 112.0094424 | 0.70 |
714 | 112.4994202 | 1.19 |
715 | 112.8244523 | 1.52 |
716 | 113.2388447 | 1.93 |
717 | 113.410245 | 2.10 |
718 | 111.627626 | 0.32 |
719 | 112.7256068 | 1.42 |
720 | 114.285506 | 2.98 |
721 | 114.5983383 | 3.29 |
722 | 113.5076587 | 2.20 |
723 | 113.3108277 | 2.00 |
724 | 115.3860973 | 4.08 |
725 | 113.0618152 | 1.75 |
726 | 114.3105327 | 3.00 |
727 | 112.6411166 | 1.33 |
728 | 112.7180715 | 1.41 |
729 | 113.9862515 | 2.68 |
730 | 113.1862847 | 1.88 |
731 | 110.8689727 | 0.44 |
732 | 110.5591449 | 0.75 |
733 | 109.9625008 | 1.35 |
734 | 110.8546202 | 0.45 |
735 | 110.663442 | 0.65 |
736 | 108.0875995 | 3.22 |
737 | 108.7629769 | 2.55 |
738 | 108.9437305 | 2.36 |
739 | 109.7081742 | 1.60 |
740 | 110.1434541 | 1.16 |
741 | 110.0563432 | 1.25 |
742 | 110.2501851 | 1.06 |
743 | 109.7666114 | 1.54 |
744 | 108.9655554 | 2.34 |
745 | 108.6422092 | 2.67 |
746 | 110.047133 | 1.26 |
747 | 108.3413598 | 2.97 |
748 | 108.1742582 | 3.13 |
749 | 108.068556 | 3.24 |
750 | 109.1083913 | 2.20 |
751 | 111.2554327 | 0.05 |
752 | 113.9846971 | 2.68 |
753 | 112.6345479 | 1.33 |
754 | 114.337867 | 3.03 |
755 | 111.7936437 | 0.49 |
756 | 110.8130984 | 0.50 |
757 | 110.9042881 | 0.40 |
758 | 110.7330599 | 0.58 |
759 | 112.3367223 | 1.03 |
760 | 113.1555284 | 1.85 |
761 | 112.4570014 | 1.15 |
762 | 109.7163706 | 1.59 |
763 | 110.6778925 | 0.63 |
764 | 109.9286149 | 1.38 |
765 | 110.8893917 | 0.42 |
766 | 112.4658583 | 1.16 |
767 | 114.0793229 | 2.77 |
768 | 113.7865233 | 2.48 |
769 | 112.8817691 | 1.57 |
770 | 113.764322 | 2.46 |
771 | 112.740552 | 1.43 |
772 | 113.1410428 | 1.83 |
773 | 113.165356 | 1.86 |
774 | 113.9507843 | 2.64 |
775 | 113.3814611 | 2.07 |
776 | 109.4841955 | 1.82 |
777 | 108.1999114 | 3.11 |
778 | 110.9325149 | 0.38 |
779 | 111.7042938 | 0.40 |
780 | 111.0084626 | 0.30 |
781 | 111.5388429 | 0.23 |
782 | 111.2373169 | 0.07 |
783 | 112.2991581 | 0.99 |
784 | 113.9080286 | 2.60 |
785 | 113.4244977 | 2.12 |
786 | 109.1387597 | 2.17 |
787 | 107.1077825 | 4.20 |
788 | 105.988971 | 5.32 |
789 | 106.9386546 | 4.37 |
790 | 104.6782347 | 6.63 |
791 | 104.1241544 | 7.18 |
792 | 102.3533302 | 8.96 |
793 | 101.0270086 | 10.28 |
794 | 100.9344942 | 10.37 |
795 | 98.49616266 | 12.81 |
796 | 99.14438442 | 12.16 |
797 | 97.85830841 | 13.45 |
798 | 99.02672506 | 12.28 |
799 | 98.19750752 | 13.11 |
800 | 96.73502716 | 14.57 |
801 | 97.74967079 | 13.56 |
802 | 98.50057014 | 12.81 |
803 | 100.1016748 | 11.21 |
804 | 100.9540184 | 10.35 |
805 | 101.3588446 | 9.95 |
806 | 101.6065172 | 9.70 |
807 | 105.2494877 | 6.06 |
808 | 103.6598556 | 7.65 |
809 | 104.8684502 | 6.44 |
810 | 103.7009833 | 7.61 |
811 | 103.4019038 | 7.91 |
812 | 103.0861361 | 8.22 |
813 | 102.4284587 | 8.88 |
814 | 100.3069024 | 11.00 |
815 | 101.1116004 | 10.20 |
816 | 98.58744285 | 12.72 |
817 | 96.94274025 | 14.37 |
818 | 94.71346197 | 16.59 |
819 | 95.5590571 | 15.75 |
820 | 96.96524335 | 14.34 |
821 | 96.92146182 | 14.39 |
822 | 96.47250365 | 14.84 |
823 | 97.12058986 | 14.19 |
824 | 97.57130576 | 13.74 |
825 | 98.41665345 | 12.89 |
826 | 98.98217995 | 12.33 |
827 | 98.9756524 | 12.33 |
828 | 98.52292071 | 12.79 |
829 | 97.51482772 | 13.79 |
830 | 98.13886936 | 13.17 |
831 | 97.06536897 | 14.24 |
832 | 95.86015737 | 15.45 |
833 | 96.68686343 | 14.62 |
834 | 95.83986546 | 15.47 |
835 | 94.77545011 | 16.53 |
836 | 95.47426518 | 15.83 |
837 | 94.06398521 | 17.24 |
838 | 96.05724461 | 15.25 |
839 | 96.28297469 | 15.03 |
840 | 96.25532645 | 15.05 |
841 | 95.042687 | 16.27 |
842 | 96.41304595 | 14.90 |
843 | 96.43758124 | 14.87 |
844 | 95.01126406 | 16.30 |
845 | 96.36640896 | 14.94 |
846 | 95.64544582 | 15.66 |
847 | 95.88125024 | 15.43 |
848 | 94.78951794 | 16.52 |
849 | 93.94120856 | 17.37 |
850 | 94.50120917 | 16.81 |
851 | 93.82506678 | 17.48 |
852 | 95.64775032 | 15.66 |
853 | 95.89142489 | 15.42 |
854 | 95.09214542 | 16.22 |
855 | 95.17932398 | 16.13 |
856 | 92.80987548 | 18.50 |
857 | 93.71597025 | 17.59 |
858 | 94.07825654 | 17.23 |
859 | 94.3517806 | 16.96 |
860 | 97.00430688 | 14.30 |
861 | 96.8745218 | 14.43 |
862 | 95.93879826 | 15.37 |
863 | 94.0428463 | 17.27 |
864 | 92.25783314 | 19.05 |
865 | 93.31399261 | 17.99 |
866 | 92.19834762 | 19.11 |
867 | 91.89298177 | 19.42 |
868 | 92.94577952 | 18.36 |
869 | 95.2705601 | 16.04 |
870 | 96.02657565 | 15.28 |
871 | 96.15222963 | 15.16 |
872 | 95.99935813 | 15.31 |
873 | 94.91052345 | 16.40 |
874 | 94.18413992 | 17.12 |
875 | 93.97216385 | 17.34 |
876 | 94.04653551 | 17.26 |
877 | 92.4285461 | 18.88 |
878 | 92.33484126 | 18.97 |
879 | 91.95067283 | 19.36 |
880 | 91.46190584 | 19.85 |
881 | 91.24499349 | 20.06 |
882 | 91.97267783 | 19.34 |
883 | 90.1938627 | 21.11 |
884 | 90.72088205 | 20.59 |
885 | 91.67862122 | 19.63 |
886 | 90.35182654 | 20.96 |
887 | 90.30616847 | 21.00 |
888 | 90.68869104 | 20.62 |
889 | 91.87754035 | 19.43 |
890 | 91.28588642 | 20.02 |
891 | 90.63088225 | 20.68 |
892 | 90.30745488 | 21.00 |
893 | 90.63964866 | 20.67 |
894 | 91.13249254 | 20.18 |
895 | 90.81621429 | 20.49 |
896 | 90.98876549 | 20.32 |
897 | 90.465739 | 20.84 |
898 | 91.01569944 | 20.29 |
899 | 90.28572523 | 21.02 |
900 | 87.67993656 | 23.63 |
901 | 86.35787374 | 24.95 |
902 | 86.38140675 | 24.93 |
903 | 86.58399497 | 24.72 |
904 | 85.23452783 | 26.07 |
905 | 84.17249035 | 27.14 |
906 | 85.26347057 | 26.04 |
907 | 85.50299163 | 25.81 |
908 | 84.48831608 | 26.82 |
909 | 85.08156449 | 26.23 |
910 | 85.39101345 | 25.92 |
911 | 85.85694599 | 25.45 |
912 | 85.79410879 | 25.51 |
913 | 83.22791768 | 28.08 |
914 | 83.0497477 | 28.26 |
915 | 83.65349145 | 27.65 |
916 | 83.84243178 | 27.47 |
917 | 84.33299226 | 26.98 |
918 | 84.68986442 | 26.62 |
919 | 84.31706141 | 26.99 |
920 | 83.92070794 | 27.39 |
921 | 84.19517044 | 27.11 |
922 | 83.21509551 | 28.09 |
923 | 83.09486778 | 28.21 |
924 | 82.33658486 | 28.97 |
925 | 81.58473167 | 29.72 |
926 | 81.641886 | 29.67 |
927 | 81.82539371 | 29.48 |
928 | 81.90232377 | 29.41 |
929 | 82.71352202 | 28.59 |
930 | 85.06575806 | 26.24 |
931 | 85.95588465 | 25.35 |
932 | 87.19571258 | 24.11 |
933 | 89.19345635 | 22.11 |
934 | 89.77344483 | 21.54 |
935 | 91.20067698 | 20.11 |
936 | 91.36607063 | 19.94 |
937 | 92.33049678 | 18.98 |
938 | 91.83771192 | 19.47 |
939 | 93.57052236 | 17.74 |
940 | 91.53867677 | 19.77 |
941 | 90.97794175 | 20.33 |
942 | 90.08598332 | 21.22 |
943 | 89.89448946 | 21.41 |
944 | 90.46616159 | 20.84 |
945 | 89.60995212 | 21.70 |
946 | 87.66540056 | 23.64 |
947 | 88.10352557 | 23.20 |
948 | 86.90337824 | 24.41 |
949 | 88.27088126 | 23.04 |
950 | 87.40276485 | 23.91 |
951 | 88.13588948 | 23.17 |
952 | 88.48865517 | 22.82 |
953 | 88.97966855 | 22.33 |
954 | 89.19230831 | 22.12 |
955 | 89.44676701 | 21.86 |
956 | 87.42051417 | 23.89 |
957 | 87.24636943 | 24.06 |
958 | 86.45621298 | 24.85 |
959 | 86.86492691 | 24.44 |
960 | 87.80558164 | 23.50 |
961 | 88.18248304 | 23.13 |
962 | 87.93648534 | 23.37 |
963 | 90.03477079 | 21.27 |
964 | 91.59010553 | 19.72 |
965 | 90.35602994 | 20.95 |
966 | 89.76531051 | 21.54 |
967 | 89.80896901 | 21.50 |
968 | 89.64901745 | 21.66 |
969 | 92.07231201 | 19.24 |
970 | 89.088485 | 22.22 |
971 | 89.32158591 | 21.99 |
972 | 92.1147251 | 19.19 |
973 | 92.41233453 | 18.90 |
| 974 | 92.2407627 | 19.07 |
975 | 93.67630083 | 17.63 |
976 | 93.48986531 | 17.82 |
977 | 92.74673778 | 18.56 |
978 | 92.66477612 | 18.64 |
979 | 92.19425109 | 19.11 |
980 | 90.8108541 | 20.50 |
981 | 89.09173368 | 22.22 |
982 | 87.5615697 | 23.75 |
983 | 89.70734193 | 21.60 |
984 | 89.09449463 | 22.21 |
985 | 88.03410421 | 23.27 |
986 | 88.53106613 | 22.78 |
987 | 88.19350306 | 23.11 |
988 | 88.4162853 | 22.89 |
989 | 88.69434704 | 22.61 |
990 | 89.17982915 | 22.13 |
991 | 87.76869672 | 23.54 |
992 | 88.5086718 | 22.80 |
993 | 87.37774947 | 23.93 |
994 | 89.21817877 | 22.09 |
995 | 90.96577409 | 20.34 |
996 | 90.30149044 | 21.01 |
997 | 90.44954236 | 20.86 |
998 | 89.26980897 | 22.04 |
999 | 89.1072182 | 22.20 |
1000 | 90.24899735 | 21.06 |