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Fourier Analysis of WSTM (HRSOFT INC)


WSTM (HRSOFT INC) appears to have interesting cyclic behaviour every 81 weeks (140.3043*sine), 89 weeks (119.9088*sine), and 39 weeks (51.8915*cosine).

WSTM (HRSOFT INC) has an average price of 477.48 (topmost row, frequency = 0).



Click on the checkboxes shown on the right to see how the various frequencies contribute to the graph. Look for large magnitude coefficients (sine or cosine), as these are associated with frequencies which contribute most to the associated stock plot. If you find a large magnitude coefficient which dramatically changes the graph, look at the associated "Period" in weeks, as you may have found a significant recurring cycle for the stock of interest.

Right click on the graph above to see the menu of operations (download, full screen, etc.)

Fourier Analysis

Using data from 12/7/1999 to 1/17/2017 for WSTM (HRSOFT INC), this program was able to calculate the following Fourier Series:
Sequence #Cosine Coefficients Sine Coefficients FrequenciesPeriod
0477.4839   0 
1255.114 561.6934 (1*2π)/893893 weeks
245.95987 152.0216 (2*2π)/893447 weeks
3149.4714 153.7623 (3*2π)/893298 weeks
462.50266 185.8852 (4*2π)/893223 weeks
5-6.30851 98.47746 (5*2π)/893179 weeks
663.74904 -30.73712 (6*2π)/893149 weeks
7199.2337 71.72334 (7*2π)/893128 weeks
8121.0411 147.4761 (8*2π)/893112 weeks
970.73264 158.4577 (9*2π)/89399 weeks
1044.41423 119.9088 (10*2π)/89389 weeks
1125.88457 140.3043 (11*2π)/89381 weeks
12-10.52321 85.19025 (12*2π)/89374 weeks
1333.85058 64.93973 (13*2π)/89369 weeks
1428.79197 106.7833 (14*2π)/89364 weeks
15-24.70775 78.77291 (15*2π)/89360 weeks
1617.09526 35.67521 (16*2π)/89356 weeks
1713.2063 81.21494 (17*2π)/89353 weeks
18-17.32539 32.19078 (18*2π)/89350 weeks
1933.43019 17.31043 (19*2π)/89347 weeks
2051.35371 51.65075 (20*2π)/89345 weeks
2120.99593 67.31073 (21*2π)/89343 weeks
2225.42585 39.85242 (22*2π)/89341 weeks
2351.89145 60.9172 (23*2π)/89339 weeks
2427.04187 97.22308 (24*2π)/89337 weeks
25-9.28018 78.87251 (25*2π)/89336 weeks
26-5.84815 62.44537 (26*2π)/89334 weeks
27-6.08323 63.7779 (27*2π)/89333 weeks
28-26.07474 55.28245 (28*2π)/89332 weeks
29-13.76525 32.65192 (29*2π)/89331 weeks
30-11.17494 36.40648 (30*2π)/89330 weeks
31-12.93341 28.18092 (31*2π)/89329 weeks
32.28412 4.56534 (32*2π)/89328 weeks
3344.12022 35.49883 (33*2π)/89327 weeks
34-3.76954 72.66563 (34*2π)/89326 weeks
35-13.71198 29.34168 (35*2π)/89326 weeks
3610.18559 49.10347 (36*2π)/89325 weeks
37-32.71006 58.18074 (37*2π)/89324 weeks
38-33.71132 9.42134 (38*2π)/89324 weeks
39-2.28916 11.20186 (39*2π)/89323 weeks
40-4.31051 23.18645 (40*2π)/89322 weeks
41-8.55126 13.61861 (41*2π)/89322 weeks
428.95879 13.93545 (42*2π)/89321 weeks
4310.35128 31.65242 (43*2π)/89321 weeks
44-10.73298 41.00285 (44*2π)/89320 weeks
45-20.89089 16.53212 (45*2π)/89320 weeks
46-1.37101 13.16757 (46*2π)/89319 weeks
47-9.35366 26.40297 (47*2π)/89319 weeks
48-15.10511 8.85824 (48*2π)/89319 weeks
49-2.12053 12.22731 (49*2π)/89318 weeks
50-10.81808 15.07283 (50*2π)/89318 weeks
51-13.07676 3.61931 (51*2π)/89318 weeks
52-1.42656 -4.94891 (52*2π)/89317 weeks
537.19822 5.89558 (53*2π)/89317 weeks
54-.82956 .82141 (54*2π)/89317 weeks
5515.70998 -.51834 (55*2π)/89316 weeks
5615.21591 13.80465 (56*2π)/89316 weeks
575.7004 13.38115 (57*2π)/89316 weeks
5812.55933 7.0677 (58*2π)/89315 weeks
5915.99724 21.72887 (59*2π)/89315 weeks
60-3.32957 21.06715 (60*2π)/89315 weeks
614.33489 5.92213 (61*2π)/89315 weeks
628.71886 13.26923 (62*2π)/89314 weeks
636.97752 16.35911 (63*2π)/89314 weeks
64-.85997 11.21764 (64*2π)/89314 weeks
6510.34395 5.53125 (65*2π)/89314 weeks
6610.10995 15.60962 (66*2π)/89314 weeks
676.37079 9.04395 (67*2π)/89313 weeks
6817.73837 13.13136 (68*2π)/89313 weeks
6910.64109 25.95725 (69*2π)/89313 weeks
70-2.59849 19.28242 (70*2π)/89313 weeks
716.03671 9.66359 (71*2π)/89313 weeks
727.67197 21.20346 (72*2π)/89312 weeks
73-5.9851 14.23093 (73*2π)/89312 weeks
747.69356 2.02605 (74*2π)/89312 weeks
7515.86671 13.89963 (75*2π)/89312 weeks
7611.88481 22.68992 (76*2π)/89312 weeks
772.79826 21.5231 (77*2π)/89312 weeks
786.95814 19.71479 (78*2π)/89311 weeks
79-.96778 27.72801 (79*2π)/89311 weeks
80-8.7628 15.57693 (80*2π)/89311 weeks
81.27257 11.75578 (81*2π)/89311 weeks
821.40399 19.43221 (82*2π)/89311 weeks
83-10.73416 17.67932 (83*2π)/89311 weeks
84-5.16911 4.99774 (84*2π)/89311 weeks
85.83686 13.39796 (85*2π)/89311 weeks
86-10.63322 11.00106 (86*2π)/89310 weeks
87-4.10666 -.41091 (87*2π)/89310 weeks
882.90681 3.08843 (88*2π)/89310 weeks
89.90819 5.39932 (89*2π)/89310 weeks
903.88975 -2.72962 (90*2π)/89310 weeks
9118.46354 3.25955 (91*2π)/89310 weeks
9215.66341 18.3554 (92*2π)/89310 weeks
936.33041 20.21226 (93*2π)/89310 weeks
945.68304 20.02429 (94*2π)/89310 weeks
95-2.12502 26.56763 (95*2π)/8939 weeks
96-12.99576 16.59285 (96*2π)/8939 weeks
97-8.62061 8.50437 (97*2π)/8939 weeks
98-4.03858 8.09105 (98*2π)/8939 weeks
99-7.14601 10.37554 (99*2π)/8939 weeks
100-8.01329 3.01735 (100*2π)/8939 weeks
101.32075 2.2991 (101*2π)/8939 weeks
102-4.11975 9.52307 (102*2π)/8939 weeks
103-5.22054 -.97506 (103*2π)/8939 weeks
1041.95169 2.80591 (104*2π)/8939 weeks
105-.79262 4.20094 (105*2π)/8939 weeks
106-.97202 .91971 (106*2π)/8938 weeks
1075.4399 1.98737 (107*2π)/8938 weeks
1081.15715 8.63206 (108*2π)/8938 weeks
109-2.67013 2.82711 (109*2π)/8938 weeks
110.70065 .83333 (110*2π)/8938 weeks
1113.31985 1.04641 (111*2π)/8938 weeks
1122.87108 4.08105 (112*2π)/8938 weeks
1131.20848 .02365 (113*2π)/8938 weeks
1149.34714 1.85351 (114*2π)/8938 weeks
1153.1847 9.98094 (115*2π)/8938 weeks
116-1.14902 3.1205 (116*2π)/8938 weeks
1173.04845 1.28576 (117*2π)/8938 weeks
1183.7209 4.15843 (118*2π)/8938 weeks
119.58665 3.36631 (119*2π)/8938 weeks
120.85341 -.25002 (120*2π)/8937 weeks
1214.76782 -1.64567 (121*2π)/8937 weeks
1225.88797 .86561 (122*2π)/8937 weeks
1235.42756 -.24378 (123*2π)/8937 weeks
1247.87419 .08468 (124*2π)/8937 weeks
1258.40325 .33041 (125*2π)/8937 weeks
12611.46574 1.6284 (126*2π)/8937 weeks
12710.8774 6.48495 (127*2π)/8937 weeks
1286.66182 4.33729 (128*2π)/8937 weeks
12911.52847 4.02456 (129*2π)/8937 weeks
13011.24381 6.83717 (130*2π)/8937 weeks
13111.53706 12.15045 (131*2π)/8937 weeks
1323.58294 12.88326 (132*2π)/8937 weeks
1332.63494 8.29833 (133*2π)/8937 weeks
1343.24315 7.74929 (134*2π)/8937 weeks
1352.69814 6.52645 (135*2π)/8937 weeks
1363.37924 6.29473 (136*2π)/8937 weeks
1372.27743 5.81743 (137*2π)/8937 weeks
1382.124 3.10237 (138*2π)/8936 weeks
1396.42882 1.70002 (139*2π)/8936 weeks
1407.55489 5.66562 (140*2π)/8936 weeks
1417.16756 5.29035 (141*2π)/8936 weeks
1428.78917 10.05017 (142*2π)/8936 weeks
1431.39862 12.01374 (143*2π)/8936 weeks
144-1.48932 6.75618 (144*2π)/8936 weeks
145.48945 2.76361 (145*2π)/8936 weeks
1462.59193 3.10447 (146*2π)/8936 weeks
1473.08545 1.80755 (147*2π)/8936 weeks
1485.38547 1.73778 (148*2π)/8936 weeks
1497.51979 3.11184 (149*2π)/8936 weeks
1507.03537 5.74564 (150*2π)/8936 weeks
1516.84093 6.4932 (151*2π)/8936 weeks
1525.62109 9.52222 (152*2π)/8936 weeks
153-.28631 9.48676 (153*2π)/8936 weeks
154-.51705 3.24604 (154*2π)/8936 weeks
1551.54778 3.68708 (155*2π)/8936 weeks
1561.38139 2.15448 (156*2π)/8936 weeks
1571.75457 1.73974 (157*2π)/8936 weeks
1582.74134 -.70942 (158*2π)/8936 weeks
1596.05477 .1374 (159*2π)/8936 weeks
1605.28551 1.34244 (160*2π)/8936 weeks
1616.3311 .50314 (161*2π)/8936 weeks
1627.4764 1.57273 (162*2π)/8936 weeks
1637.00152 2.29647 (163*2π)/8935 weeks
1647.44746 2.3957 (164*2π)/8935 weeks
1656.18594 2.50046 (165*2π)/8935 weeks
1667.02125 -1.08962 (166*2π)/8935 weeks
16714.23368 -.68422 (167*2π)/8935 weeks
16814.32402 8.16772 (168*2π)/8935 weeks
1699.32893 7.64983 (169*2π)/8935 weeks
17010.90934 8.52472 (170*2π)/8935 weeks
1717.60217 11.7123 (171*2π)/8935 weeks
1723.51019 9.55716 (172*2π)/8935 weeks
1733.3492 6.37278 (173*2π)/8935 weeks
1744.84308 4.76112 (174*2π)/8935 weeks
1756.87132 5.68225 (175*2π)/8935 weeks
1764.26131 6.5478 (176*2π)/8935 weeks
1776.52381 1.95265 (177*2π)/8935 weeks
17811.19512 6.88116 (178*2π)/8935 weeks
1795.86882 9.34988 (179*2π)/8935 weeks
1807.24627 5.59467 (180*2π)/8935 weeks
1818.76679 10.2768 (181*2π)/8935 weeks
1823.71634 9.59286 (182*2π)/8935 weeks
1835.74432 7.00382 (183*2π)/8935 weeks
1847.1621 8.44167 (184*2π)/8935 weeks
1856.55167 11.22888 (185*2π)/8935 weeks
1864.658 11.05732 (186*2π)/8935 weeks
1874.32368 13.06579 (187*2π)/8935 weeks
188-.51011 13.53224 (188*2π)/8935 weeks
189-1.3298 9.65614 (189*2π)/8935 weeks
190-1.80409 10.53067 (190*2π)/8935 weeks
191-3.81921 8.35377 (191*2π)/8935 weeks
192-5.94458 5.57109 (192*2π)/8935 weeks
193-1.70861 .48528 (193*2π)/8935 weeks
194.45189 4.66637 (194*2π)/8935 weeks
195-2.45421 3.40706 (195*2π)/8935 weeks
196-1.64178 .65647 (196*2π)/8935 weeks
1971.85067 .20813 (197*2π)/8935 weeks
198-.58637 3.04122 (198*2π)/8935 weeks
199-.23355 -4.44863 (199*2π)/8934 weeks
2007.89255 -1.73107 (200*2π)/8934 weeks
2016.44235 2.4113 (201*2π)/8934 weeks
2026.13452 3.24153 (202*2π)/8934 weeks
2034.91311 2.97893 (203*2π)/8934 weeks
2047.63175 5.00971 (204*2π)/8934 weeks
2051.83652 6.50198 (205*2π)/8934 weeks
2064.41559 1.88989 (206*2π)/8934 weeks
2076.15477 6.03217 (207*2π)/8934 weeks
2082.07962 7.76136 (208*2π)/8934 weeks
209-.71525 2.93475 (209*2π)/8934 weeks
2105.46534 1.38612 (210*2π)/8934 weeks
2113.49921 7.32829 (211*2π)/8934 weeks
212-.03336 3.67854 (212*2π)/8934 weeks
2132.27641 1.86977 (213*2π)/8934 weeks
2143.44754 3.77578 (214*2π)/8934 weeks
215-.11493 3.6445 (215*2π)/8934 weeks
2161.17171 -1.54905 (216*2π)/8934 weeks
2175.5233 .12172 (217*2π)/8934 weeks
2184.93414 .23325 (218*2π)/8934 weeks
2198.26181 1.54241 (219*2π)/8934 weeks
2207.52791 5.03382 (220*2π)/8934 weeks
2214.85513 5.95138 (221*2π)/8934 weeks
2224.36762 4.61847 (222*2π)/8934 weeks
2234.36947 5.60286 (223*2π)/8934 weeks
2242.01405 5.53746 (224*2π)/8934 weeks
2251.65969 2.69287 (225*2π)/8934 weeks
2263.89059 1.39716 (226*2π)/8934 weeks
2275.56311 2.98761 (227*2π)/8934 weeks
2285.80943 3.89481 (228*2π)/8934 weeks
2295.07594 5.76464 (229*2π)/8934 weeks
2304.26153 6.26942 (230*2π)/8934 weeks
231.5634 6.87797 (231*2π)/8934 weeks
232.67881 .88773 (232*2π)/8934 weeks
2335.41363 3.28436 (233*2π)/8934 weeks
2342.04976 3.43511 (234*2π)/8934 weeks
2356.215 2.27946 (235*2π)/8934 weeks
2364.23108 6.88494 (236*2π)/8934 weeks
2372.54356 3.83094 (237*2π)/8934 weeks
2384.50388 5.43182 (238*2π)/8934 weeks
2392.28823 5.73545 (239*2π)/8934 weeks
2402.39929 5.6852 (240*2π)/8934 weeks
241.75595 5.55402 (241*2π)/8934 weeks
242.33449 4.04959 (242*2π)/8934 weeks
2431.48395 3.02706 (243*2π)/8934 weeks
2442.07711 4.89653 (244*2π)/8934 weeks
245-.36365 4.693 (245*2π)/8934 weeks
246-.43866 3.80581 (246*2π)/8934 weeks
247-2.44956 2.49415 (247*2π)/8934 weeks
248-.37078 -.82275 (248*2π)/8934 weeks
2491.22183 1.52529 (249*2π)/8934 weeks
250-1.62209 .09023 (250*2π)/8934 weeks
251.66275 -3.49628 (251*2π)/8934 weeks
2524.69455 -2.50629 (252*2π)/8934 weeks
2534.34431 -.07234 (253*2π)/8934 weeks
2544.9444 -.69423 (254*2π)/8934 weeks
2556.12082 1.84465 (255*2π)/8934 weeks
2563.31294 2.83708 (256*2π)/8933 weeks
2572.72125 1.77419 (257*2π)/8933 weeks
2581.80666 -.31866 (258*2π)/8933 weeks
2595.02618 -1.40286 (259*2π)/8933 weeks
2606.50409 .33425 (260*2π)/8933 weeks
2616.66196 2.6037 (261*2π)/8933 weeks
2624.77757 4.02218 (262*2π)/8933 weeks
2633.02484 2.74364 (263*2π)/8933 weeks
2644.14428 1.86739 (264*2π)/8933 weeks
2654.17169 3.31977 (265*2π)/8933 weeks
2662.32819 2.94169 (266*2π)/8933 weeks
2672.36847 2.04716 (267*2π)/8933 weeks
2681.82862 1.24266 (268*2π)/8933 weeks
2691.77938 -.43551 (269*2π)/8933 weeks
2704.8554 -2.1017 (270*2π)/8933 weeks
2716.66201 1.45374 (271*2π)/8933 weeks
2723.12482 1.63313 (272*2π)/8933 weeks
2736.1698 -1.52921 (273*2π)/8933 weeks
2747.75436 3.17316 (274*2π)/8933 weeks
2754.13925 4.20826 (275*2π)/8933 weeks
2762.41599 .40811 (276*2π)/8933 weeks
2778.24333 -.43291 (277*2π)/8933 weeks
2787.5013 5.80854 (278*2π)/8933 weeks
2792.76707 4.85533 (279*2π)/8933 weeks
2803.46532 1.94845 (280*2π)/8933 weeks
2815.53048 3.21355 (281*2π)/8933 weeks
2822.17249 4.98148 (282*2π)/8933 weeks
2832.00802 -.19803 (283*2π)/8933 weeks
2846.83209 1.93927 (284*2π)/8933 weeks
2853.10345 4.51939 (285*2π)/8933 weeks
2863.75438 .83926 (286*2π)/8933 weeks
2875.87624 4.10268 (287*2π)/8933 weeks
2881.83955 5.00745 (288*2π)/8933 weeks
289.77824 .98323 (289*2π)/8933 weeks
2904.78139 .31587 (290*2π)/8933 weeks
2913.80007 3.08157 (291*2π)/8933 weeks
2923.33782 .44784 (292*2π)/8933 weeks
2936.74473 2.33441 (293*2π)/8933 weeks
2943.8708 4.72666 (294*2π)/8933 weeks
2953.51901 3.76132 (295*2π)/8933 weeks
2961.6877 3.83624 (296*2π)/8933 weeks
2972.44353 2.24989 (297*2π)/8933 weeks
2982.06857 3.18791 (298*2π)/8933 weeks
299.5896 2.2247 (299*2π)/8933 weeks
3001.34345 -.03708 (300*2π)/8933 weeks
3012.11416 .81874 (301*2π)/8933 weeks
3022.01953 -2.16801 (302*2π)/8933 weeks
3037.32384 .20448 (303*2π)/8933 weeks
3042.52568 4.44059 (304*2π)/8933 weeks
305.35118 -.81329 (305*2π)/8933 weeks
3064.61944 -2.54897 (306*2π)/8933 weeks
3076.57714 1.02964 (307*2π)/8933 weeks
3083.15519 1.86918 (308*2π)/8933 weeks
3094.23414 -.88609 (309*2π)/8933 weeks
3104.84933 .65711 (310*2π)/8933 weeks
3115.01737 -.79478 (311*2π)/8933 weeks
3126.6498 -.32617 (312*2π)/8933 weeks
3138.49162 1.41524 (313*2π)/8933 weeks
3146.34131 4.22873 (314*2π)/8933 weeks
3154.85434 2.89596 (315*2π)/8933 weeks
3164.92496 2.97279 (316*2π)/8933 weeks
3173.9846 1.82651 (317*2π)/8933 weeks
3185.90463 .73964 (318*2π)/8933 weeks
3198.11383 1.93691 (319*2π)/8933 weeks
3207.96087 6.30085 (320*2π)/8933 weeks
3213.09443 6.52569 (321*2π)/8933 weeks
3223.2133 3.03204 (322*2π)/8933 weeks
3234.95454 4.04771 (323*2π)/8933 weeks
3244.21877 4.71325 (324*2π)/8933 weeks
3253.29386 5.40863 (325*2π)/8933 weeks
3262.45547 4.21359 (326*2π)/8933 weeks
3273.0781 4.71296 (327*2π)/8933 weeks
3281.40972 4.70348 (328*2π)/8933 weeks
3292.1127 4.28631 (329*2π)/8933 weeks
330-.64711 4.50728 (330*2π)/8933 weeks
331.66854 1.0417 (331*2π)/8933 weeks
3322.34685 3.08373 (332*2π)/8933 weeks
333-.93707 3.94701 (333*2π)/8933 weeks
334-1.55557 -1.48045 (334*2π)/8933 weeks
3354.31319 -1.72043 (335*2π)/8933 weeks
3364.236 3.3148 (336*2π)/8933 weeks
337.62228 2.02149 (337*2π)/8933 weeks
3382.87539 .96569 (338*2π)/8933 weeks
3391.53608 3.02621 (339*2π)/8933 weeks
340-.14099 .54168 (340*2π)/8933 weeks
3412.45556 -.90783 (341*2π)/8933 weeks
3423.6532 1.51431 (342*2π)/8933 weeks
343.98509 2.45824 (343*2π)/8933 weeks
344.44631 -.76755 (344*2π)/8933 weeks
3454.06245 -.54311 (345*2π)/8933 weeks
3462.77081 3.78828 (346*2π)/8933 weeks
347-2.59942 1.34923 (347*2π)/8933 weeks
348.01616 -3.77349 (348*2π)/8933 weeks
3492.85543 -2.10191 (349*2π)/8933 weeks
3501.51066 -2.79508 (350*2π)/8933 weeks
3515.28621 -4.81322 (351*2π)/8933 weeks
3527.21683 -.46032 (352*2π)/8933 weeks
3534.82795 .12935 (353*2π)/8933 weeks
3545.99767 -.38068 (354*2π)/8933 weeks
3555.74308 2.12188 (355*2π)/8933 weeks
3563.47463 1.14284 (356*2π)/8933 weeks
3575.05754 .34049 (357*2π)/8933 weeks
3585.25791 2.11106 (358*2π)/8932 weeks
3593.38468 2.73592 (359*2π)/8932 weeks
3602.37458 .89682 (360*2π)/8932 weeks
3614.57433 .1782 (361*2π)/8932 weeks
3624.21168 2.50415 (362*2π)/8932 weeks
3632.72217 1.70735 (363*2π)/8932 weeks
3643.56915 1.32156 (364*2π)/8932 weeks
3652.94358 2.86492 (365*2π)/8932 weeks
366.22679 1.90609 (366*2π)/8932 weeks
3671.32472 -1.40553 (367*2π)/8932 weeks
3683.20461 .06446 (368*2π)/8932 weeks
3691.63061 .0755 (369*2π)/8932 weeks
3701.57583 -2.26216 (370*2π)/8932 weeks
3715.4715 -2.85971 (371*2π)/8932 weeks
3725.23111 1.32719 (372*2π)/8932 weeks
3732.73974 -.77133 (373*2π)/8932 weeks
3746.33953 -.07591 (374*2π)/8932 weeks
3752.58045 2.78587 (375*2π)/8932 weeks
3761.31104 -1.29462 (376*2π)/8932 weeks
3773.84173 -2.94031 (377*2π)/8932 weeks
3786.73919 -1.816 (378*2π)/8932 weeks
3796.62982 1.55761 (379*2π)/8932 weeks
3804.17174 1.52703 (380*2π)/8932 weeks
3814.22366 1.01107 (381*2π)/8932 weeks
3823.84308 1.19845 (382*2π)/8932 weeks
3832.6603 .28446 (383*2π)/8932 weeks
3844.31664 -.72204 (384*2π)/8932 weeks
3854.11694 .85228 (385*2π)/8932 weeks
3861.77845 -.62072 (386*2π)/8932 weeks
3874.77737 -3.88905 (387*2π)/8932 weeks
3887.12723 -1.87422 (388*2π)/8932 weeks
3898.48141 -1.02268 (389*2π)/8932 weeks
3909.62369 2.25157 (390*2π)/8932 weeks
3916.30482 4.96823 (391*2π)/8932 weeks
3924.67224 2.99786 (392*2π)/8932 weeks
3935.00286 3.15093 (393*2π)/8932 weeks
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