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Fourier Analysis of WINS (Wins Finance Holdings Inc)


WINS (Wins Finance Holdings Inc) appears to have interesting cyclic behaviour every 21 weeks (13.0251*cosine), 19 weeks (12.2236*cosine), and 17 weeks (11.3014*cosine).

WINS (Wins Finance Holdings Inc) has an average price of 58.03 (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 1/13/2020 for WINS (Wins Finance Holdings Inc), this program was able to calculate the following Fourier Series:
Sequence #Cosine Coefficients Sine Coefficients FrequenciesPeriod
058.03262   0 
1-72.93777 9.99797 (1*2π)/209209 weeks
229.90963 -19.83913 (2*2π)/209105 weeks
33.46457 15.49782 (3*2π)/20970 weeks
4-21.06473 -.79946 (4*2π)/20952 weeks
522.78411 -12.96315 (5*2π)/20942 weeks
6-11.94258 20.47142 (6*2π)/20935 weeks
7-.8402 -21.19534 (7*2π)/20930 weeks
89.31311 14.44099 (8*2π)/20926 weeks
9-12.85251 -5.06369 (9*2π)/20923 weeks
1013.02514 -1.59629 (10*2π)/20921 weeks
11-12.22356 3.31391 (11*2π)/20919 weeks
1211.30144 -2.97225 (12*2π)/20917 weeks
13-9.08118 3.19797 (13*2π)/20916 weeks
145.25379 -4.07177 (14*2π)/20915 weeks
15-.19166 5.0118 (15*2π)/20914 weeks
16-3.51195 -4.93738 (16*2π)/20913 weeks
174.43941 2.7579 (17*2π)/20912 weeks
18-2.39969 -1.39928 (18*2π)/20912 weeks
19-2.08388 .34774 (19*2π)/20911 weeks
204.78449 .08792 (20*2π)/20910 weeks
21-3.94952 .75442 (21*2π)/20910 weeks
22.86758 -.58872 (22*2π)/20910 weeks
231.26888 -.05011 (23*2π)/2099 weeks
24-.42126 .58944 (24*2π)/2099 weeks
25-1.1908 -.77766 (25*2π)/2098 weeks
262.80593 -.43274 (26*2π)/2098 weeks
27-2.4928 1.40506 (27*2π)/2098 weeks
28.95156 -2.08496 (28*2π)/2097 weeks
29.02873 1.71152 (29*2π)/2097 weeks
30-1.04529 -1.08808 (30*2π)/2097 weeks
31.36454 .64894 (31*2π)/2097 weeks
32.40641 -.06453 (32*2π)/2097 weeks
33.1703 .11051 (33*2π)/2096 weeks
34-.90257 .74369 (34*2π)/2096 weeks
351.83521 -1.99184 (35*2π)/2096 weeks
36-1.22188 2.61119 (36*2π)/2096 weeks
37-.5883 -2.9719 (37*2π)/2096 weeks
382.26314 1.68023 (38*2π)/2096 weeks
39-3.80127 -.14115 (39*2π)/2095 weeks
403.91515 -1.03683 (40*2π)/2095 weeks
41-2.65743 1.06297 (41*2π)/2095 weeks
42.68168 .20747 (42*2π)/2095 weeks
43.4245 -.76685 (43*2π)/2095 weeks
44-.13153 .52295 (44*2π)/2095 weeks
45-.71743 .21153 (45*2π)/2095 weeks
461.27473 -1.0036 (46*2π)/2095 weeks
47-.74329 .71405 (47*2π)/2094 weeks
48.68134 -.0484 (48*2π)/2094 weeks
49-1.26596 -.61465 (49*2π)/2094 weeks
501.55558 .51783 (50*2π)/2094 weeks
51-1.95433 .07613 (51*2π)/2094 weeks
521.35675 -1.00265 (52*2π)/2094 weeks
53-1.13099 1.56373 (53*2π)/2094 weeks
541.10381 -1.10056 (54*2π)/2094 weeks
55-.81 1.19374 (55*2π)/2094 weeks
56.7783 -1.54537 (56*2π)/2094 weeks
57-.42843 2.10056 (57*2π)/2094 weeks
58-.12671 -2.64633 (58*2π)/2094 weeks
591.1196 2.3167 (59*2π)/2094 weeks
60-2.08565 -2.05436 (60*2π)/2093 weeks
612.43752 .8827 (61*2π)/2093 weeks
62-2.22778 .57933 (62*2π)/2093 weeks
631.27086 -1.61995 (63*2π)/2093 weeks
64-.58723 1.63843 (64*2π)/2093 weeks
65-.307 -.2095 (65*2π)/2093 weeks
66.32203 -.93051 (66*2π)/2093 weeks
67.66211 1.67213 (67*2π)/2093 weeks
68-1.51887 -1.65125 (68*2π)/2093 weeks
692.22368 .99834 (69*2π)/2093 weeks
70-2.20203 .23686 (70*2π)/2093 weeks
711.93209 -1.73152 (71*2π)/2093 weeks
72-1.88862 2.1933 (72*2π)/2093 weeks
731.29871 -1.9605 (73*2π)/2093 weeks
74-.9964 1.51713 (74*2π)/2093 weeks
751.17231 -1.14674 (75*2π)/2093 weeks
76-1.44139 1.05189 (76*2π)/2093 weeks
771.23728 -1.06726 (77*2π)/2093 weeks
78-.49163 1.88845 (78*2π)/2093 weeks
79-.09091 -3.03972 (79*2π)/2093 weeks
80.44493 3.55907 (80*2π)/2093 weeks
81-.71538 -3.21586 (81*2π)/2093 weeks
821.04849 2.30059 (82*2π)/2093 weeks
83-1.28624 -1.49512 (83*2π)/2093 weeks
841.36922 .8373 (84*2π)/2092 weeks
85-1.60747 -.29559 (85*2π)/2092 weeks
861.35168 .38682 (86*2π)/2092 weeks
87-.68985 -.75939 (87*2π)/2092 weeks
88.18275 1.17787 (88*2π)/2092 weeks
89-.22284 -1.53413 (89*2π)/2092 weeks
901.0578 1.91147 (90*2π)/2092 weeks
91-2.03785 -2.27261 (91*2π)/2092 weeks
922.8629 1.85405 (92*2π)/2092 weeks
93-3.31026 -.88979 (93*2π)/2092 weeks
942.95229 -.41683 (94*2π)/2092 weeks
95-2.16716 1.52532 (95*2π)/2092 weeks
961.25555 -2.01679 (96*2π)/2092 weeks
97-.93718 1.93464 (97*2π)/2092 weeks
981.37384 -1.27396 (98*2π)/2092 weeks
99-1.72746 .61889 (99*2π)/2092 weeks
1001.38627 -.34523 (100*2π)/2092 weeks
101-.27665 .72629 (101*2π)/2092 weeks
102-.68771 -1.41098 (102*2π)/2092 weeks
103.85872 1.60233 (103*2π)/2092 weeks
104-.39994 -1.57617 (104*2π)/2092 weeks
105-.39994 1.57617 (105*2π)/2092 weeks
106.85872 -1.60233 (106*2π)/2092 weeks
107-.68771 1.41098 (107*2π)/2092 weeks
108-.27665 -.72629 (108*2π)/2092 weeks
1091.38627 .34523 (109*2π)/2092 weeks
110-1.72746 -.61889 (110*2π)/2092 weeks
1111.37384 1.27396 (111*2π)/2092 weeks
112-.93718 -1.93464 (112*2π)/2092 weeks
1131.25555 2.01679 (113*2π)/2092 weeks
114-2.16716 -1.52532 (114*2π)/2092 weeks
1152.95229 .41683 (115*2π)/2092 weeks
116-3.31026 .88979 (116*2π)/2092 weeks
1172.8629 -1.85405 (117*2π)/2092 weeks
118-2.03785 2.27261 (118*2π)/2092 weeks
1191.0578 -1.91147 (119*2π)/2092 weeks
120-.22284 1.53413 (120*2π)/2092 weeks
121.18275 -1.17787 (121*2π)/2092 weeks
122-.68985 .75939 (122*2π)/2092 weeks
1231.35168 -.38682 (123*2π)/2092 weeks
124-1.60747 .29559 (124*2π)/2092 weeks
1251.36922 -.8373 (125*2π)/2092 weeks
126-1.28624 1.49512 (126*2π)/2092 weeks
1271.04849 -2.30059 (127*2π)/2092 weeks
128-.71538 3.21586 (128*2π)/2092 weeks
129.44493 -3.55907 (129*2π)/2092 weeks
130-.09091 3.03972 (130*2π)/2092 weeks
131-.49163 -1.88845 (131*2π)/2092 weeks
1321.23728 1.06726 (132*2π)/2092 weeks
133-1.44139 -1.05189 (133*2π)/2092 weeks
1341.17231 1.14674 (134*2π)/2092 weeks
135-.9964 -1.51713 (135*2π)/2092 weeks
1361.29871 1.9605 (136*2π)/2092 weeks
137-1.88862 -2.1933 (137*2π)/2092 weeks
1381.93209 1.73152 (138*2π)/2092 weeks
139-2.20203 -.23686 (139*2π)/2092 weeks
1402.22368 -.99834 (140*2π)/2091 weeks
141-1.51887 1.65125 (141*2π)/2091 weeks
142.66211 -1.67213 (142*2π)/2091 weeks
143.32203 .93051 (143*2π)/2091 weeks
144-.307 .2095 (144*2π)/2091 weeks
145-.58723 -1.63843 (145*2π)/2091 weeks
1461.27086 1.61995 (146*2π)/2091 weeks
147-2.22778 -.57933 (147*2π)/2091 weeks
1482.43752 -.8827 (148*2π)/2091 weeks
149-2.08565 2.05436 (149*2π)/2091 weeks
1501.1196 -2.3167 (150*2π)/2091 weeks
151-.12671 2.64633 (151*2π)/2091 weeks
152-.42843 -2.10056 (152*2π)/2091 weeks
153.7783 1.54537 (153*2π)/2091 weeks
154-.81 -1.19374 (154*2π)/2091 weeks
1551.10381 1.10056 (155*2π)/2091 weeks
156-1.13099 -1.56373 (156*2π)/2091 weeks
1571.35675 1.00265 (157*2π)/2091 weeks
158-1.95433 -.07613 (158*2π)/2091 weeks
1591.55558 -.51783 (159*2π)/2091 weeks
160-1.26596 .61465 (160*2π)/2091 weeks
161.68134 .0484 (161*2π)/2091 weeks
162-.74329 -.71405 (162*2π)/2091 weeks
1631.27473 1.0036 (163*2π)/2091 weeks
164-.71743 -.21153 (164*2π)/2091 weeks
165-.13153 -.52295 (165*2π)/2091 weeks
166.4245 .76685 (166*2π)/2091 weeks
167.68168 -.20747 (167*2π)/2091 weeks
168-2.65743 -1.06297 (168*2π)/2091 weeks
1693.91515 1.03683 (169*2π)/2091 weeks
170-3.80127 .14115 (170*2π)/2091 weeks
1712.26314 -1.68023 (171*2π)/2091 weeks
172-.5883 2.9719 (172*2π)/2091 weeks
173-1.22188 -2.61119 (173*2π)/2091 weeks
1741.83521 1.99184 (174*2π)/2091 weeks
175-.90257 -.74369 (175*2π)/2091 weeks
176.1703 -.11051 (176*2π)/2091 weeks
177.40641 .06453 (177*2π)/2091 weeks
178.36454 -.64894 (178*2π)/2091 weeks
179-1.04529 1.08808 (179*2π)/2091 weeks
180.02873 -1.71152 (180*2π)/2091 weeks
181.95156 2.08496 (181*2π)/2091 weeks
182-2.4928 -1.40506 (182*2π)/2091 weeks
1832.80593 .43274 (183*2π)/2091 weeks
184-1.1908 .77766 (184*2π)/2091 weeks
185-.42126 -.58944 (185*2π)/2091 weeks
1861.26888 .05011 (186*2π)/2091 weeks
187.86758 .58872 (187*2π)/2091 weeks
188-3.94952 -.75442 (188*2π)/2091 weeks
1894.78449 -.08792 (189*2π)/2091 weeks
190-2.08388 -.34774 (190*2π)/2091 weeks
191-2.39969 1.39928 (191*2π)/2091 weeks
1924.43941 -2.7579 (192*2π)/2091 weeks
193-3.51195 4.93738 (193*2π)/2091 weeks
194-.19166 -5.0118 (194*2π)/2091 weeks
1955.25379 4.07177 (195*2π)/2091 weeks
196-9.08118 -3.19797 (196*2π)/2091 weeks
19711.30144 2.97225 (197*2π)/2091 weeks
198-12.22356 -3.31391 (198*2π)/2091 weeks
19913.02514 1.59629 (199*2π)/2091 weeks
200-12.85251 5.06369 (200*2π)/2091 weeks
2019.31311 -14.44099 (201*2π)/2091 weeks
202-.8402 21.19534 (202*2π)/2091 weeks
203-11.94258 -20.47142 (203*2π)/2091 weeks
20422.78411 12.96315 (204*2π)/2091 weeks
205-21.06473 .79946 (205*2π)/2091 weeks
2063.46457 -15.49782 (206*2π)/2091 weeks
20729.90963 19.83913 (207*2π)/2091 weeks



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