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Fourier Analysis of STEM (StemCells, Inc.)


STEM (StemCells, Inc.) appears to have interesting cyclic behaviour every 99 weeks (75.5639*cosine), 117 weeks (54.535*sine), and 99 weeks (36.2629*sine).

STEM (StemCells, Inc.) has an average price of 389.02 (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 3/25/1992 to 11/28/2016 for STEM (StemCells, Inc.), this program was able to calculate the following Fourier Series:
Sequence #Cosine Coefficients Sine Coefficients FrequenciesPeriod
0389.0177   0 
1127.4607 323.7455 (1*2π)/12881,288 weeks
230.16291 309.5127 (2*2π)/1288644 weeks
3-80.19282 115.9582 (3*2π)/1288429 weeks
4-80.64091 52.11841 (4*2π)/1288322 weeks
535.8746 -72.38666 (5*2π)/1288258 weeks
682.32235 129.3431 (6*2π)/1288215 weeks
7-32.02021 107.3291 (7*2π)/1288184 weeks
8-66.14516 48.48454 (8*2π)/1288161 weeks
9-39.63575 4.43387 (9*2π)/1288143 weeks
10-48.95392 -2.22458 (10*2π)/1288129 weeks
112.82239 -54.53504 (11*2π)/1288117 weeks
1238.37804 -20.55077 (12*2π)/1288107 weeks
1375.56385 36.2629 (13*2π)/128899 weeks
14-.68982 27.32161 (14*2π)/128892 weeks
1531.22037 49.42957 (15*2π)/128886 weeks
16-24.57391 50.84974 (16*2π)/128881 weeks
17-19.0515 5.98236 (17*2π)/128876 weeks
1814.10396 4.59759 (18*2π)/128872 weeks
19-.66075 33.54669 (19*2π)/128868 weeks
20-7.42042 17.95921 (20*2π)/128864 weeks
21.09654 20.52733 (21*2π)/128861 weeks
22-22.45961 36.05163 (22*2π)/128859 weeks
23-32.74543 -10.71717 (23*2π)/128856 weeks
24-11.70076 -15.76814 (24*2π)/128854 weeks
2520.21289 -11.12378 (25*2π)/128852 weeks
269.90047 11.86509 (26*2π)/128850 weeks
275.31549 13.90772 (27*2π)/128848 weeks
28-14.59974 7.89997 (28*2π)/128846 weeks
294.87521 -.99019 (29*2π)/128844 weeks
30-2.42394 -6.68183 (30*2π)/128843 weeks
3123.74603 -4.38603 (31*2π)/128842 weeks
3214.10105 23.99461 (32*2π)/128840 weeks
33-5.87938 15.21839 (33*2π)/128839 weeks
34-.68877 2.9101 (34*2π)/128838 weeks
358.75883 17.08742 (35*2π)/128837 weeks
36-19.85783 -.72535 (36*2π)/128836 weeks
3718.7752 .32891 (37*2π)/128835 weeks
38.37897 14.87975 (38*2π)/128834 weeks
39-10.48976 2.364 (39*2π)/128833 weeks
4018.6799 -7.57653 (40*2π)/128832 weeks
418.10946 33.31161 (41*2π)/128831 weeks
42-17.01742 -2.0113 (42*2π)/128831 weeks
433.99681 .76995 (43*2π)/128830 weeks
4411.55566 7.67896 (44*2π)/128829 weeks
45-9.27099 9.7499 (45*2π)/128829 weeks
468.00998 -1.12927 (46*2π)/128828 weeks
47.48689 12.0332 (47*2π)/128827 weeks
48-.62185 5.7837 (48*2π)/128827 weeks
49-1.25275 -3.60996 (49*2π)/128826 weeks
5021.78459 12.53677 (50*2π)/128826 weeks
51-11.91248 25.20491 (51*2π)/128825 weeks
52-8.27896 -4.31036 (52*2π)/128825 weeks
538.34071 13.93937 (53*2π)/128824 weeks
54-19.69981 17.31193 (54*2π)/128824 weeks
55-13.57208 -19.59596 (55*2π)/128823 weeks
566.60883 5.15897 (56*2π)/128823 weeks
57-10.18274 -1.72735 (57*2π)/128823 weeks
584.08896 -14.83049 (58*2π)/128822 weeks
5914.18713 3.38558 (59*2π)/128822 weeks
60.45349 7.07546 (60*2π)/128821 weeks
613.31954 -3.28772 (61*2π)/128821 weeks
628.16094 11.49751 (62*2π)/128821 weeks
63-5.87011 2.6396 (63*2π)/128820 weeks
64-.83631 -3.25227 (64*2π)/128820 weeks
658.73587 -3.74049 (65*2π)/128820 weeks
6611.72329 8.13661 (66*2π)/128820 weeks
67-.16247 12.50222 (67*2π)/128819 weeks
68-6.09925 2.3138 (68*2π)/128819 weeks
694.18908 2.57618 (69*2π)/128819 weeks
70-4.65805 -3.8213 (70*2π)/128818 weeks
7114.40373 -2.99124 (71*2π)/128818 weeks
7210.56069 13.06534 (72*2π)/128818 weeks
73-3.57131 13.57849 (73*2π)/128818 weeks
74-4.89121 .08417 (74*2π)/128817 weeks
75.9251 7.75198 (75*2π)/128817 weeks
76-7.47154 -2.46814 (76*2π)/128817 weeks
773.98721 -7.33727 (77*2π)/128817 weeks
7811.8401 5.29886 (78*2π)/128817 weeks
792.33618 7.80629 (79*2π)/128816 weeks
80-2.10388 .96436 (80*2π)/128816 weeks
816.16643 4.72741 (81*2π)/128816 weeks
82.48252 5.19238 (82*2π)/128816 weeks
833.22079 -1.28756 (83*2π)/128816 weeks
847.33213 7.6569 (84*2π)/128815 weeks
85-.56661 13.81434 (85*2π)/128815 weeks
86-7.16143 -.26603 (86*2π)/128815 weeks
871.6902 1.09525 (87*2π)/128815 weeks
88.04323 4.29503 (88*2π)/128815 weeks
89-1.5294 -1.2197 (89*2π)/128814 weeks
907.76466 .04491 (90*2π)/128814 weeks
91.40295 12.00296 (91*2π)/128814 weeks
92-4.14747 -2.22094 (92*2π)/128814 weeks
935.40996 1.99156 (93*2π)/128814 weeks
94-.23499 6.9827 (94*2π)/128814 weeks
95-3.91425 1.1313 (95*2π)/128814 weeks
963.34811 -2.79866 (96*2π)/128813 weeks
971.23768 6.91825 (97*2π)/128813 weeks
98-.35291 -1.64401 (98*2π)/128813 weeks
991.70301 -1.22916 (99*2π)/128813 weeks
1006.31647 4.88244 (100*2π)/128813 weeks
101-1.18885 .72596 (101*2π)/128813 weeks
1026.03245 -1.24665 (102*2π)/128813 weeks
1035.97312 8.57794 (103*2π)/128813 weeks
104-.31743 5.57127 (104*2π)/128812 weeks
105-.97898 .2666 (105*2π)/128812 weeks
1063.43099 7.69913 (106*2π)/128812 weeks
107-5.2264 1.21663 (107*2π)/128812 weeks
1084.98935 -4.61654 (108*2π)/128812 weeks
1093.45472 7.6998 (109*2π)/128812 weeks
1101.89379 2.29172 (110*2π)/128812 weeks
1114.95893 .03637 (111*2π)/128812 weeks
1123.16138 13.037 (112*2π)/128812 weeks
113-4.31805 4.95133 (113*2π)/128811 weeks
114-1.89605 .42209 (114*2π)/128811 weeks
115-.18193 2.59822 (115*2π)/128811 weeks
1162.2758 1.40527 (116*2π)/128811 weeks
1171.55884 5.56861 (117*2π)/128811 weeks
118-2.17013 6.28973 (118*2π)/128811 weeks
119-5.51574 2.45614 (119*2π)/128811 weeks
120-2.89444 -2.33778 (120*2π)/128811 weeks
121.45238 -6.08616 (121*2π)/128811 weeks
1227.77788 3.21583 (122*2π)/128811 weeks
1232.39165 3.21938 (123*2π)/128810 weeks
124.25108 5.83427 (124*2π)/128810 weeks
125-3.2057 2.90863 (125*2π)/128810 weeks
126-1.9886 -.65267 (126*2π)/128810 weeks
127.78954 -2.80007 (127*2π)/128810 weeks
1285.07779 1.53831 (128*2π)/128810 weeks
1293.52229 3.11244 (129*2π)/128810 weeks
130-1.84289 5.51924 (130*2π)/128810 weeks
131.74824 .25854 (131*2π)/128810 weeks
132-1.22633 5.60796 (132*2π)/128810 weeks
133-2.83522 -5.72922 (133*2π)/128810 weeks
1344.5643 1.98043 (134*2π)/128810 weeks
1352.29873 3.19791 (135*2π)/128810 weeks
136-4.55267 -.38398 (136*2π)/12889 weeks
1377.54848 -1.86417 (137*2π)/12889 weeks
138.35908 7.90899 (138*2π)/12889 weeks
139-2.51975 -2.11655 (139*2π)/12889 weeks
1403.2422 1.69039 (140*2π)/12889 weeks
141.06077 4.41891 (141*2π)/12889 weeks
142-3.23464 -3.0326 (142*2π)/12889 weeks
1436.08655 .11276 (143*2π)/12889 weeks
144-3.22956 3.00521 (144*2π)/12889 weeks
1452.4019 -4.19548 (145*2π)/12889 weeks
1466.79066 -.58106 (146*2π)/12889 weeks
1471.64477 8.44149 (147*2π)/12889 weeks
148-2.46259 -3.00329 (148*2π)/12889 weeks
1495.67644 1.36354 (149*2π)/12889 weeks
150-.60299 2.91495 (150*2π)/12889 weeks
1511.97789 -1.48989 (151*2π)/12889 weeks
1527.43852 2.24305 (152*2π)/12888 weeks
153-2.60901 8.42802 (153*2π)/12888 weeks
154-2.84357 -3.64927 (154*2π)/12888 weeks
1555.97224 -2.24324 (155*2π)/12888 weeks
1562.53393 5.56186 (156*2π)/12888 weeks
157.9229 -.84797 (157*2π)/12888 weeks
1583.87761 1.89988 (158*2π)/12888 weeks
1591.95879 4.66309 (159*2π)/12888 weeks
160-.3941 -.6542 (160*2π)/12888 weeks
1616.8179 1.08068 (161*2π)/12888 weeks
1623.3212 6.49251 (162*2π)/12888 weeks
163-1.07279 5.17812 (163*2π)/12888 weeks
1641.90571 2.88883 (164*2π)/12888 weeks
165-1.95111 6.60228 (165*2π)/12888 weeks
166-5.86895 -.05901 (166*2π)/12888 weeks
1671.5802 -2.99346 (167*2π)/12888 weeks
1683.02035 3.06508 (168*2π)/12888 weeks
169-1.94373 1.62928 (169*2π)/12888 weeks
170.85721 .23725 (170*2π)/12888 weeks
171.17454 1.16876 (171*2π)/12888 weeks
172-.31208 -.17948 (172*2π)/12887 weeks
173.82702 .1542 (173*2π)/12887 weeks
1742.51108 -1.25805 (174*2π)/12887 weeks
175.20069 1.36981 (175*2π)/12887 weeks
1762.14203 -.42172 (176*2π)/12887 weeks
1772.81163 -1.01036 (177*2π)/12887 weeks
1783.38842 1.73269 (178*2π)/12887 weeks
1791.85898 1.71764 (179*2π)/12887 weeks
1804.02643 .87722 (180*2π)/12887 weeks
1811.67288 2.43593 (181*2π)/12887 weeks
1822.0088 2.5532 (182*2π)/12887 weeks
1834.21488 1.88538 (183*2π)/12887 weeks
1841.00949 4.87406 (184*2π)/12887 weeks
185-1.6845 3.21818 (185*2π)/12887 weeks
1861.24069 1.43003 (186*2π)/12887 weeks
187-.12871 2.01604 (187*2π)/12887 weeks
188-2.5931 .75902 (188*2π)/12887 weeks
1893.17854 -1.48363 (189*2π)/12887 weeks
1901.69285 1.11933 (190*2π)/12887 weeks
1911.4841 2.69871 (191*2π)/12887 weeks
1921.62755 .65049 (192*2π)/12887 weeks
1932.34538 1.5741 (193*2π)/12887 weeks
194-1.26939 3.61194 (194*2π)/12887 weeks
195.81948 -1.5258 (195*2π)/12887 weeks
1963.7691 .62374 (196*2π)/12887 weeks
197-.04498 4.89001 (197*2π)/12887 weeks
198-.26241 -2.41097 (198*2π)/12887 weeks
1995.10088 3.46649 (199*2π)/12886 weeks
200-2.75823 1.71604 (200*2π)/12886 weeks
2011.68357 1.07804 (201*2π)/12886 weeks
2022.11627 -.09255 (202*2π)/12886 weeks
203-2.08411 1.99096 (203*2π)/12886 weeks
2043.48375 -2.53943 (204*2π)/12886 weeks
2055.27652 1.3866 (205*2π)/12886 weeks
2061.35281 4.72466 (206*2π)/12886 weeks
207-1.60749 4.05672 (207*2π)/12886 weeks
208.35481 -2.39004 (208*2π)/12886 weeks
2091.69868 .80109 (209*2π)/12886 weeks
2102.14883 .81442 (210*2π)/12886 weeks
2112.75172 .1791 (211*2π)/12886 weeks
2124.29836 3.12465 (212*2π)/12886 weeks
213-1.52729 3.64861 (213*2π)/12886 weeks
2143.26385 -.81319 (214*2π)/12886 weeks
2152.79115 4.05654 (215*2π)/12886 weeks
216-.47522 3.8256 (216*2π)/12886 weeks
217.84513 .3398 (217*2π)/12886 weeks
2182.26381 4.806 (218*2π)/12886 weeks
219-4.66223 3.23943 (219*2π)/12886 weeks
220-1.00533 -2.27412 (220*2π)/12886 weeks
2211.87582 -1.18028 (221*2π)/12886 weeks
2223.28523 -.44413 (222*2π)/12886 weeks
2233.62583 2.55005 (223*2π)/12886 weeks
2241.42213 4.76659 (224*2π)/12886 weeks
225-2.40264 2.48936 (225*2π)/12886 weeks
226-.39766 -1.05151 (226*2π)/12886 weeks
2273.49544 -.69764 (227*2π)/12886 weeks
2281.43473 4.83841 (228*2π)/12886 weeks
229-1.01702 1.34987 (229*2π)/12886 weeks
230.93826 .44686 (230*2π)/12886 weeks
231-.00148 1.64925 (231*2π)/12886 weeks
232.24448 1.84044 (232*2π)/12886 weeks
233.54853 -1.25785 (233*2π)/12886 weeks
234.38323 1.94462 (234*2π)/12886 weeks
235.48952 -.55165 (235*2π)/12885 weeks
2362.21869 -.88446 (236*2π)/12885 weeks
2373.34286 1.48453 (237*2π)/12885 weeks
2381.97985 3.61895 (238*2π)/12885 weeks
239.43684 2.17157 (239*2π)/12885 weeks
240-.05638 2.68014 (240*2π)/12885 weeks
241-2.47754 2.75206 (241*2π)/12885 weeks
242-1.52251 -2.88776 (242*2π)/12885 weeks
2432.67206 -.9846 (243*2π)/12885 weeks
244.31134 2.28298 (244*2π)/12885 weeks
245.08737 -2.16521 (245*2π)/12885 weeks
2462.50366 .21591 (246*2π)/12885 weeks
247.57072 1.27478 (247*2π)/12885 weeks
248-.8171 -3.64037 (248*2π)/12885 weeks
2497.65858 -1.81815 (249*2π)/12885 weeks
2503.07262 3.67277 (250*2π)/12885 weeks
2513.50193 .53627 (251*2π)/12885 weeks
2524.36164 4.51471 (252*2π)/12885 weeks
253-.41664 5.1187 (253*2π)/12885 weeks
254-1.70936 .45673 (254*2π)/12885 weeks
2552.44398 -.12128 (255*2π)/12885 weeks
256.98365 2.98969 (256*2π)/12885 weeks
257.21463 -.86986 (257*2π)/12885 weeks
2583.90596 1.42318 (258*2π)/12885 weeks
2591.5231 4.05364 (259*2π)/12885 weeks
260-1.44233 2.13618 (260*2π)/12885 weeks
2611.73007 -.41668 (261*2π)/12885 weeks
262.14704 1.53149 (262*2π)/12885 weeks
2632.42765 .01181 (263*2π)/12885 weeks
2642.97495 .41844 (264*2π)/12885 weeks
2655.08502 6.84585 (265*2π)/12885 weeks
266-4.96856 3.80429 (266*2π)/12885 weeks
267.22903 -.3046 (267*2π)/12885 weeks
268.20572 2.14015 (268*2π)/12885 weeks
269-1.34815 .73045 (269*2π)/12885 weeks
2701.46326 -1.41879 (270*2π)/12885 weeks
2711.58523 3.21093 (271*2π)/12885 weeks
272-.85127 .1154 (272*2π)/12885 weeks
2731.64238 .76293 (273*2π)/12885 weeks
274.73143 1.84385 (274*2π)/12885 weeks
275-2.2622 1.05332 (275*2π)/12885 weeks
276.74744 -3.40237 (276*2π)/12885 weeks
2774.96814 -.24604 (277*2π)/12885 weeks
2783.43519 3.38355 (278*2π)/12885 weeks
279.31424 3.5721 (279*2π)/12885 weeks
280-.0311 1.79983 (280*2π)/12885 weeks
281-1.47959 2.47605 (281*2π)/12885 weeks
282-.50566 -2.81706 (282*2π)/12885 weeks
2834.18977 .07328 (283*2π)/12885 weeks
2842.49846 3.45844 (284*2π)/12885 weeks
285-2.10045 3.1385 (285*2π)/12885 weeks
286-.06964 -.90176 (286*2π)/12885 weeks
287.84022 .36323 (287*2π)/12884 weeks
288-1.0869 -.91612 (288*2π)/12884 weeks
2895.24248 -2.15093 (289*2π)/12884 weeks
2903.75669 4.44341 (290*2π)/12884 weeks
291-.37273 2.4666 (291*2π)/12884 weeks
2921.16675 .96344 (292*2π)/12884 weeks
293.76987 2.60903 (293*2π)/12884 weeks
294-.30138 .58419 (294*2π)/12884 weeks
2951.96659 .1361 (295*2π)/12884 weeks
2962.42989 3.32649 (296*2π)/12884 weeks
297-2.02159 1.63819 (297*2π)/12884 weeks
2981.81429 -.37946 (298*2π)/12884 weeks
2992.53209 2.67137 (299*2π)/12884 weeks
300-1.81158 3.05754 (300*2π)/12884 weeks
301-.04446 -.74422 (301*2π)/12884 weeks
3022.30356 1.45872 (302*2π)/12884 weeks
303-1.90012 1.97506 (303*2π)/12884 weeks
3041.47444 -.3993 (304*2π)/12884 weeks
305.91034 2.06641 (305*2π)/12884 weeks
306-2.34165 .25508 (306*2π)/12884 weeks
3071.92493 -3.35437 (307*2π)/12884 weeks
3085.71398 .69881 (308*2π)/12884 weeks
3091.93938 4.23273 (309*2π)/12884 weeks
3102.2578 1.6647 (310*2π)/12884 weeks
3112.25412 5.7214 (311*2π)/12884 weeks
312-3.14648 4.71944 (312*2π)/12884 weeks
313-2.91448 -.25208 (313*2π)/12884 weeks
3141.00213 .81915 (314*2π)/12884 weeks
315-1.08412 1.09688 (315*2π)/12884 weeks
316.76093 .05152 (316*2π)/12884 weeks
317.68526 3.23289 (317*2π)/12884 weeks
318-2.45791 2.30168 (318*2π)/12884 weeks
319-3.06006 -2.46856 (319*2π)/12884 weeks
3202.59101 -1.34142 (320*2π)/12884 weeks
3212.10895 1.8545 (321*2π)/12884 weeks
322-.3367 1.95532 (322*2π)/12884 weeks
323-.77815 1.46357 (323*2π)/12884 weeks
324-1.32242 1.17198 (324*2π)/12884 weeks
325-1.89586 -2.23434 (325*2π)/12884 weeks
3262.41659 -.71044 (326*2π)/12884 weeks
3271.22648 .37392 (327*2π)/12884 weeks
328.15068 1.76124 (328*2π)/12884 weeks
3291.21576 .43245 (329*2π)/12884 weeks
330-.87655 3.02085 (330*2π)/12884 weeks
331-3.03904 -.31562 (331*2π)/12884 weeks
332-.94063 -2.2519 (332*2π)/12884 weeks
333.94301 -1.93872 (333*2π)/12884 weeks
3341.05622 -1.85238 (334*2π)/12884 weeks
3352.7694 -.85209 (335*2π)/12884 weeks
3363.87546 .90815 (336*2π)/12884 weeks
337-.35018 2.71041 (337*2π)/12884 weeks
338-.37372 -.55789 (338*2π)/12884 weeks
3392.69216 -.25949 (339*2π)/12884 weeks
340.60359 .62889 (340*2π)/12884 weeks
3411.46077 .55889 (341*2π)/12884 weeks
3423.07527 1.49709 (342*2π)/12884 weeks
343-1.2817 3.57922 (343*2π)/12884 weeks
344-1.633 -1.30906 (344*2π)/12884 weeks
3451.96615 -.39355 (345*2π)/12884 weeks
3461.44177 1.04271 (346*2π)/12884 weeks
347.7067 -.10936 (347*2π)/12884 weeks
3482.75072 2.62177 (348*2π)/12884 weeks
349-.28389 3.71134 (349*2π)/12884 weeks
350-4.59981 1.11018 (350*2π)/12884 weeks
351.45434 -2.22983 (351*2π)/12884 weeks
352-1.19436 .75903 (352*2π)/12884 weeks
353-.829 -3.68505 (353*2π)/12884 weeks
3543.73069 -1.8189 (354*2π)/12884 weeks
3553.48333 3.67903 (355*2π)/12884 weeks
356-3.42605 .70838 (356*2π)/12884 weeks
357.61713 -1.83782 (357*2π)/12884 weeks
358.95593 -.09691 (358*2π)/12884 weeks
359-.44836 -2.00104 (359*2π)/12884 weeks
3604.27814 -1.989 (360*2π)/12884 weeks
3613.37089 2.01573 (361*2π)/12884 weeks
362-.14583 1.95563 (362*2π)/12884 weeks
3631.7327 -.01571 (363*2π)/12884 weeks
3641.0871 2.74248 (364*2π)/12884 weeks
365-2.92844 .50172 (365*2π)/12884 weeks
3661.62485 -3.28489 (366*2π)/12884 weeks
3672.79745 .73404 (367*2π)/12884 weeks
3681.3818 1.33837 (368*2π)/12884 weeks
369.98995 .09513 (369*2π)/12883 weeks
3702.21455 2.78173 (370*2π)/12883 weeks
371-2.39752 1.76536 (371*2π)/12883 weeks
372-1.33833 -2.21224 (372*2π)/12883 weeks
3733.46588 -.63135 (373*2π)/12883 weeks
374-.6139 1.59667 (374*2π)/12883 weeks
375.38127 -1.97748 (375*2π)/12883 weeks
3763.0697 .05845 (376*2π)/12883 weeks
377.80106 2.41849 (377*2π)/12883 weeks
378-.84722 -1.10367 (378*2π)/12883 weeks
3793.43438 .31709 (379*2π)/12883 weeks
380-.93803 2.37383 (380*2π)/12883 weeks
381.03897 -.71704 (381*2π)/12883 weeks
382.5076 -.44368 (382*2π)/12883 weeks
3831.48996 .41154 (383*2π)/12883 weeks
384-.46518 -.02114 (384*2π)/12883 weeks
3851.43076 -.5991 (385*2π)/12883 weeks
386.5044 .05212 (386*2π)/12883 weeks
387.32455 -.1926 (387*2π)/12883 weeks
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