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Fourier Analysis of WINS (Wins Finance Holdings Inc)


WINS (Wins Finance Holdings Inc) appears to have interesting cyclic behaviour every 22 weeks (10.8133*sine), 24 weeks (10.5034*cosine), and 26 weeks (10.4863*sine).

WINS (Wins Finance Holdings Inc) has an average price of 49.02 (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 11/4/2014 to 1/25/2021 for WINS (Wins Finance Holdings Inc), this program was able to calculate the following Fourier Series:
Sequence #Cosine Coefficients Sine Coefficients FrequenciesPeriod
049.02278   0 
1-46.44995 42.08746 (1*2π)/263263 weeks
2-2.45209 -41.80387 (2*2π)/263132 weeks
318.01756 4.08335 (3*2π)/26388 weeks
4-2.39523 11.59359 (4*2π)/26366 weeks
5-18.61433 .95908 (5*2π)/26353 weeks
67.20169 -17.17577 (6*2π)/26344 weeks
710.81851 18.42588 (7*2π)/26338 weeks
8-17.34272 4.01498 (8*2π)/26333 weeks
96.95078 -14.56908 (9*2π)/26329 weeks
1010.10818 10.48625 (10*2π)/26326 weeks
11-10.5034 2.55316 (11*2π)/26324 weeks
121.79237 -10.81332 (12*2π)/26322 weeks
136.57101 7.63164 (13*2π)/26320 weeks
14-10.15446 -.93641 (14*2π)/26319 weeks
158.29215 -4.11499 (15*2π)/26318 weeks
16-2.65494 7.88511 (16*2π)/26316 weeks
17-2.28522 -5.979 (17*2π)/26315 weeks
184.80411 .11996 (18*2π)/26315 weeks
19-1.07497 3.48153 (19*2π)/26314 weeks
20-4.14754 -3.29041 (20*2π)/26313 weeks
213.68517 -1.39946 (21*2π)/26313 weeks
22-1.86914 3.52042 (22*2π)/26312 weeks
23-.14194 -.77199 (23*2π)/26311 weeks
24-1.73534 .30131 (24*2π)/26311 weeks
253.75792 -1.15777 (25*2π)/26311 weeks
26-1.18099 3.32061 (26*2π)/26310 weeks
27-.95725 -2.14086 (27*2π)/26310 weeks
28.10867 -.16099 (28*2π)/2639 weeks
29.8778 .31291 (29*2π)/2639 weeks
30-.25411 .92136 (30*2π)/2639 weeks
31-.61011 .4214 (31*2π)/2638 weeks
32.26802 -1.46002 (32*2π)/2638 weeks
332.47965 .99941 (33*2π)/2638 weeks
34-1.87243 .745 (34*2π)/2638 weeks
35-.18605 -2.12555 (35*2π)/2638 weeks
361.12039 .68563 (36*2π)/2637 weeks
37-1.23804 .84309 (37*2π)/2637 weeks
38-.3762 -.85125 (38*2π)/2637 weeks
39.37849 .83556 (39*2π)/2637 weeks
40.38886 -.0963 (40*2π)/2637 weeks
41.23044 .11007 (41*2π)/2636 weeks
42.20185 .20985 (42*2π)/2636 weeks
43-1.22964 .22042 (43*2π)/2636 weeks
441.14699 -1.57647 (44*2π)/2636 weeks
45.41809 2.52769 (45*2π)/2636 weeks
46-2.11449 -.32392 (46*2π)/2636 weeks
471.77834 -1.69238 (47*2π)/2636 weeks
481.58171 1.82246 (48*2π)/2635 weeks
49-2.79563 .19885 (49*2π)/2635 weeks
501.70279 -2.99087 (50*2π)/2635 weeks
51.67571 2.65912 (51*2π)/2635 weeks
52-1.45117 -1.09388 (52*2π)/2635 weeks
53.16761 .45657 (53*2π)/2635 weeks
54.11771 -.56826 (54*2π)/2635 weeks
55.29304 .57907 (55*2π)/2635 weeks
56-.12465 .23142 (56*2π)/2635 weeks
57-.76349 -.40668 (57*2π)/2635 weeks
581.14424 -.52124 (58*2π)/2635 weeks
59-.4939 .86382 (59*2π)/2634 weeks
60-.00716 -.3341 (60*2π)/2634 weeks
61-.1269 1.00114 (61*2π)/2634 weeks
62-.13527 -1.02869 (62*2π)/2634 weeks
631.34135 .64227 (63*2π)/2634 weeks
64-1.28727 .56917 (64*2π)/2634 weeks
65.17665 -1.47339 (65*2π)/2634 weeks
661.21345 .67019 (66*2π)/2634 weeks
67-1.52139 .24194 (67*2π)/2634 weeks
68.9872 -.69899 (68*2π)/2634 weeks
69-.04922 1.13255 (69*2π)/2634 weeks
70-.72158 -1.07577 (70*2π)/2634 weeks
711.46584 .08477 (71*2π)/2634 weeks
72-1.42653 1.14153 (72*2π)/2634 weeks
73-.20523 -2.11415 (73*2π)/2634 weeks
741.50562 1.28625 (74*2π)/2634 weeks
75-2.13422 1.03285 (75*2π)/2634 weeks
76.83013 -1.94635 (76*2π)/2633 weeks
771.54978 1.57563 (77*2π)/2633 weeks
78-1.586 .50935 (78*2π)/2633 weeks
79.26933 -1.7026 (79*2π)/2633 weeks
801.28201 .93517 (80*2π)/2633 weeks
81-.99756 .16075 (81*2π)/2633 weeks
82-.33181 -.08569 (82*2π)/2633 weeks
83.21877 -.63214 (83*2π)/2633 weeks
841.21942 .72059 (84*2π)/2633 weeks
85-1.34791 .66499 (85*2π)/2633 weeks
86.48027 -1.97309 (86*2π)/2633 weeks
871.32913 1.16384 (87*2π)/2633 weeks
88-1.8932 .33649 (88*2π)/2633 weeks
89-.05991 -1.86334 (89*2π)/2633 weeks
901.42809 1.84936 (90*2π)/2633 weeks
91-2.18081 .00723 (91*2π)/2633 weeks
921.57942 -.94447 (92*2π)/2633 weeks
93-.21817 1.45522 (93*2π)/2633 weeks
94-.15704 -1.33835 (94*2π)/2633 weeks
95.90202 .94192 (95*2π)/2633 weeks
96-1.42471 -.44919 (96*2π)/2633 weeks
971.04982 -.52635 (97*2π)/2633 weeks
98.07464 1.62354 (98*2π)/2633 weeks
99-1.69096 -.98429 (99*2π)/2633 weeks
1002.88369 -.422 (100*2π)/2633 weeks
101-1.56571 2.12581 (101*2π)/2633 weeks
102-.01894 -2.7924 (102*2π)/2633 weeks
1031.5162 1.18003 (103*2π)/2633 weeks
104-1.84866 .1843 (104*2π)/2633 weeks
105.5884 -1.13186 (105*2π)/2633 weeks
106.40396 1.32606 (106*2π)/2632 weeks
107-1.19027 -.18014 (107*2π)/2632 weeks
1081.27171 -.28725 (108*2π)/2632 weeks
109-.57034 .48475 (109*2π)/2632 weeks
110.68954 -.65309 (110*2π)/2632 weeks
111-.58257 .75131 (111*2π)/2632 weeks
112-.28448 -1.22027 (112*2π)/2632 weeks
1131.32231 .89762 (113*2π)/2632 weeks
114-1.98233 .95012 (114*2π)/2632 weeks
1151.19824 -2.26455 (115*2π)/2632 weeks
1161.49467 2.38437 (116*2π)/2632 weeks
117-2.53166 -.70729 (117*2π)/2632 weeks
1181.79808 -1.86746 (118*2π)/2632 weeks
119.34766 2.04117 (119*2π)/2632 weeks
120-2.0132 -.72818 (120*2π)/2632 weeks
1211.49393 -.92293 (121*2π)/2632 weeks
122-.47408 1.7586 (122*2π)/2632 weeks
123-.05924 -1.45008 (123*2π)/2632 weeks
124.65497 1.34959 (124*2π)/2632 weeks
125-.93282 -1.09077 (125*2π)/2632 weeks
1261.01157 .02894 (126*2π)/2632 weeks
127-.27699 .54627 (127*2π)/2632 weeks
128-1.13981 -.25039 (128*2π)/2632 weeks
1291.24523 -.46566 (129*2π)/2632 weeks
130-.58811 1.39823 (130*2π)/2632 weeks
131.35573 -1.19817 (131*2π)/2632 weeks
132.35573 1.19817 (132*2π)/2632 weeks
133-.58811 -1.39823 (133*2π)/2632 weeks
1341.24523 .46566 (134*2π)/2632 weeks
135-1.13981 .25039 (135*2π)/2632 weeks
136-.27699 -.54627 (136*2π)/2632 weeks
1371.01157 -.02894 (137*2π)/2632 weeks
138-.93282 1.09077 (138*2π)/2632 weeks
139.65497 -1.34959 (139*2π)/2632 weeks
140-.05924 1.45008 (140*2π)/2632 weeks
141-.47408 -1.7586 (141*2π)/2632 weeks
1421.49393 .92293 (142*2π)/2632 weeks
143-2.0132 .72818 (143*2π)/2632 weeks
144.34766 -2.04117 (144*2π)/2632 weeks
1451.79808 1.86746 (145*2π)/2632 weeks
146-2.53166 .70729 (146*2π)/2632 weeks
1471.49467 -2.38437 (147*2π)/2632 weeks
1481.19824 2.26455 (148*2π)/2632 weeks
149-1.98233 -.95012 (149*2π)/2632 weeks
1501.32231 -.89762 (150*2π)/2632 weeks
151-.28448 1.22027 (151*2π)/2632 weeks
152-.58257 -.75131 (152*2π)/2632 weeks
153.68954 .65309 (153*2π)/2632 weeks
154-.57034 -.48475 (154*2π)/2632 weeks
1551.27171 .28725 (155*2π)/2632 weeks
156-1.19027 .18014 (156*2π)/2632 weeks
157.40396 -1.32606 (157*2π)/2632 weeks
158.5884 1.13186 (158*2π)/2632 weeks
159-1.84866 -.1843 (159*2π)/2632 weeks
1601.5162 -1.18003 (160*2π)/2632 weeks
161-.01894 2.7924 (161*2π)/2632 weeks
162-1.56571 -2.12581 (162*2π)/2632 weeks
1632.88369 .422 (163*2π)/2632 weeks
164-1.69096 .98429 (164*2π)/2632 weeks
165.07464 -1.62354 (165*2π)/2632 weeks
1661.04982 .52635 (166*2π)/2632 weeks
167-1.42471 .44919 (167*2π)/2632 weeks
168.90202 -.94192 (168*2π)/2632 weeks
169-.15704 1.33835 (169*2π)/2632 weeks
170-.21817 -1.45522 (170*2π)/2632 weeks
1711.57942 .94447 (171*2π)/2632 weeks
172-2.18081 -.00723 (172*2π)/2632 weeks
1731.42809 -1.84936 (173*2π)/2632 weeks
174-.05991 1.86334 (174*2π)/2632 weeks
175-1.8932 -.33649 (175*2π)/2632 weeks
1761.32913 -1.16384 (176*2π)/2631 weeks
177.48027 1.97309 (177*2π)/2631 weeks
178-1.34791 -.66499 (178*2π)/2631 weeks
1791.21942 -.72059 (179*2π)/2631 weeks
180.21877 .63214 (180*2π)/2631 weeks
181-.33181 .08569 (181*2π)/2631 weeks
182-.99756 -.16075 (182*2π)/2631 weeks
1831.28201 -.93517 (183*2π)/2631 weeks
184.26933 1.7026 (184*2π)/2631 weeks
185-1.586 -.50935 (185*2π)/2631 weeks
1861.54978 -1.57563 (186*2π)/2631 weeks
187.83013 1.94635 (187*2π)/2631 weeks
188-2.13422 -1.03285 (188*2π)/2631 weeks
1891.50562 -1.28625 (189*2π)/2631 weeks
190-.20523 2.11415 (190*2π)/2631 weeks
191-1.42653 -1.14153 (191*2π)/2631 weeks
1921.46584 -.08477 (192*2π)/2631 weeks
193-.72158 1.07577 (193*2π)/2631 weeks
194-.04922 -1.13255 (194*2π)/2631 weeks
195.9872 .69899 (195*2π)/2631 weeks
196-1.52139 -.24194 (196*2π)/2631 weeks
1971.21345 -.67019 (197*2π)/2631 weeks
198.17665 1.47339 (198*2π)/2631 weeks
199-1.28727 -.56917 (199*2π)/2631 weeks
2001.34135 -.64227 (200*2π)/2631 weeks
201-.13527 1.02869 (201*2π)/2631 weeks
202-.1269 -1.00114 (202*2π)/2631 weeks
203-.00716 .3341 (203*2π)/2631 weeks
204-.4939 -.86382 (204*2π)/2631 weeks
2051.14424 .52124 (205*2π)/2631 weeks
206-.76349 .40668 (206*2π)/2631 weeks
207-.12465 -.23142 (207*2π)/2631 weeks
208.29304 -.57907 (208*2π)/2631 weeks
209.11771 .56826 (209*2π)/2631 weeks
210.16761 -.45657 (210*2π)/2631 weeks
211-1.45117 1.09388 (211*2π)/2631 weeks
212.67571 -2.65912 (212*2π)/2631 weeks
2131.70279 2.99087 (213*2π)/2631 weeks
214-2.79563 -.19885 (214*2π)/2631 weeks
2151.58171 -1.82246 (215*2π)/2631 weeks
2161.77834 1.69238 (216*2π)/2631 weeks
217-2.11449 .32392 (217*2π)/2631 weeks
218.41809 -2.52769 (218*2π)/2631 weeks
2191.14699 1.57647 (219*2π)/2631 weeks
220-1.22964 -.22042 (220*2π)/2631 weeks
221.20185 -.20985 (221*2π)/2631 weeks
222.23044 -.11007 (222*2π)/2631 weeks
223.38886 .0963 (223*2π)/2631 weeks
224.37849 -.83556 (224*2π)/2631 weeks
225-.3762 .85125 (225*2π)/2631 weeks
226-1.23804 -.84309 (226*2π)/2631 weeks
2271.12039 -.68563 (227*2π)/2631 weeks
228-.18605 2.12555 (228*2π)/2631 weeks
229-1.87243 -.745 (229*2π)/2631 weeks
2302.47965 -.99941 (230*2π)/2631 weeks
231.26802 1.46002 (231*2π)/2631 weeks
232-.61011 -.4214 (232*2π)/2631 weeks
233-.25411 -.92136 (233*2π)/2631 weeks
234.8778 -.31291 (234*2π)/2631 weeks
235.10867 .16099 (235*2π)/2631 weeks
236-.95725 2.14086 (236*2π)/2631 weeks
237-1.18099 -3.32061 (237*2π)/2631 weeks
2383.75792 1.15777 (238*2π)/2631 weeks
239-1.73534 -.30131 (239*2π)/2631 weeks
240-.14194 .77199 (240*2π)/2631 weeks
241-1.86914 -3.52042 (241*2π)/2631 weeks
2423.68517 1.39946 (242*2π)/2631 weeks
243-4.14754 3.29041 (243*2π)/2631 weeks
244-1.07497 -3.48153 (244*2π)/2631 weeks
2454.80411 -.11996 (245*2π)/2631 weeks
246-2.28522 5.979 (246*2π)/2631 weeks
247-2.65494 -7.88511 (247*2π)/2631 weeks
2488.29215 4.11499 (248*2π)/2631 weeks
249-10.15446 .93641 (249*2π)/2631 weeks
2506.57101 -7.63164 (250*2π)/2631 weeks
2511.79237 10.81332 (251*2π)/2631 weeks
252-10.5034 -2.55316 (252*2π)/2631 weeks
25310.10818 -10.48625 (253*2π)/2631 weeks
2546.95078 14.56908 (254*2π)/2631 weeks
255-17.34272 -4.01498 (255*2π)/2631 weeks
25610.81851 -18.42588 (256*2π)/2631 weeks
2577.20169 17.17577 (257*2π)/2631 weeks
258-18.61433 -.95908 (258*2π)/2631 weeks
259-2.39523 -11.59359 (259*2π)/2631 weeks
26018.01756 -4.08335 (260*2π)/2631 weeks
261-2.45209 41.80387 (261*2π)/2631 weeks



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