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Fourier Analysis of WINS (Wins Finance Holdings Inc)


WINS (Wins Finance Holdings Inc) appears to have interesting cyclic behaviour every 20 weeks (11.6598*sine), 18 weeks (11.4282*sine), and 22 weeks (10.0588*sine).

WINS (Wins Finance Holdings Inc) has an average price of 56.75 (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 2/24/2020 for WINS (Wins Finance Holdings Inc), this program was able to calculate the following Fourier Series:
Sequence #Cosine Coefficients Sine Coefficients FrequenciesPeriod
056.74786   0 
1-70.77924 15.63962 (1*2π)/215215 weeks
227.59732 -24.23673 (2*2π)/215108 weeks
35.43844 15.05919 (3*2π)/21572 weeks
4-18.92668 4.24433 (4*2π)/21554 weeks
516.03482 -19.76726 (5*2π)/21543 weeks
6-2.27944 23.38855 (6*2π)/21536 weeks
7-10.98049 -18.07617 (7*2π)/21531 weeks
816.1758 7.18494 (8*2π)/21527 weeks
9-13.50383 3.44163 (9*2π)/21524 weeks
108.03369 -10.05876 (10*2π)/21522 weeks
11-4.33759 11.65983 (11*2π)/21520 weeks
123.02725 -11.42824 (12*2π)/21518 weeks
13-1.44926 10.05713 (13*2π)/21517 weeks
14-1.139 -7.62932 (14*2π)/21515 weeks
153.74765 3.28529 (15*2π)/21514 weeks
16-5.43241 1.21028 (16*2π)/21513 weeks
174.07356 -3.92393 (17*2π)/21513 weeks
18-1.84916 3.72865 (18*2π)/21512 weeks
19.86645 -.48131 (19*2π)/21511 weeks
20-.62911 -3.58854 (20*2π)/21511 weeks
211.44205 4.43847 (21*2π)/21510 weeks
22-1.81036 -2.36315 (22*2π)/21510 weeks
23.15716 -.33565 (23*2π)/2159 weeks
24.75013 .94105 (24*2π)/2159 weeks
25-.60325 .49029 (25*2π)/2159 weeks
26-.68111 -1.56402 (26*2π)/2158 weeks
272.55796 1.5314 (27*2π)/2158 weeks
28-2.59029 -.12099 (28*2π)/2158 weeks
291.75645 -1.27906 (29*2π)/2157 weeks
30-.56713 1.44932 (30*2π)/2157 weeks
31-.53627 -1.34775 (31*2π)/2157 weeks
32.02076 .60434 (32*2π)/2157 weeks
33.38506 .05048 (33*2π)/2157 weeks
34.18471 .13378 (34*2π)/2156 weeks
35-.94787 .68913 (35*2π)/2156 weeks
361.75644 -1.95976 (36*2π)/2156 weeks
37-.97238 2.62735 (37*2π)/2156 weeks
38-1.01031 -2.77155 (38*2π)/2156 weeks
392.46014 1.15026 (39*2π)/2156 weeks
40-3.44127 1.00467 (40*2π)/2155 weeks
413.11015 -2.48994 (41*2π)/2155 weeks
42-1.86493 2.46839 (42*2π)/2155 weeks
43.80945 -.64592 (43*2π)/2155 weeks
44-.2464 -.74835 (44*2π)/2155 weeks
45.23337 .62218 (45*2π)/2155 weeks
46-.33044 .31211 (46*2π)/2155 weeks
47-.03582 -1.4357 (47*2π)/2155 weeks
48.30242 1.27477 (48*2π)/2154 weeks
49-.05738 -.59467 (49*2π)/2154 weeks
50-.70153 .88157 (50*2π)/2154 weeks
51.96285 -1.15858 (51*2π)/2154 weeks
52-.47244 1.75428 (52*2π)/2154 weeks
53-.37388 -1.7025 (53*2π)/2154 weeks
541.42874 1.06638 (54*2π)/2154 weeks
55-1.45174 -.9947 (55*2π)/2154 weeks
561.17748 .71023 (56*2π)/2154 weeks
57-1.47221 -.3685 (57*2π)/2154 weeks
581.78902 .02932 (58*2π)/2154 weeks
59-2.16607 .80846 (59*2π)/2154 weeks
601.97128 -1.63833 (60*2π)/2154 weeks
61-.88479 2.43027 (61*2π)/2154 weeks
62-.05262 -2.83399 (62*2π)/2153 weeks
631.42847 1.97707 (63*2π)/2153 weeks
64-2.04441 -.63409 (64*2π)/2153 weeks
651.85932 -.84392 (65*2π)/2153 weeks
66-1.06905 1.01265 (66*2π)/2153 weeks
67-.3403 -.20232 (67*2π)/2153 weeks
68.53599 -.89705 (68*2π)/2153 weeks
69.30647 1.74715 (69*2π)/2153 weeks
70-1.27341 -1.81697 (70*2π)/2153 weeks
712.09926 1.05173 (71*2π)/2153 weeks
72-2.15091 .25181 (72*2π)/2153 weeks
731.65765 -1.87537 (73*2π)/2153 weeks
74-1.40149 2.44388 (74*2π)/2153 weeks
75.68553 -2.2536 (75*2π)/2153 weeks
76-.355 1.76869 (76*2π)/2153 weeks
77.4429 -1.53034 (77*2π)/2153 weeks
78-.63993 1.59498 (78*2π)/2153 weeks
79.42464 -1.58142 (79*2π)/2153 weeks
80.54128 1.60709 (80*2π)/2153 weeks
81-1.97512 -1.86582 (81*2π)/2153 weeks
822.86471 1.82855 (82*2π)/2153 weeks
83-3.13689 -1.29029 (83*2π)/2153 weeks
842.66356 .42031 (84*2π)/2153 weeks
85-2.05924 .4456 (85*2π)/2153 weeks
861.40482 -.87507 (86*2π)/2153 weeks
87-.78977 1.34518 (87*2π)/2152 weeks
88.45967 -1.45368 (88*2π)/2152 weeks
89-.61779 .96595 (89*2π)/2152 weeks
90.90822 -.41751 (90*2π)/2152 weeks
91-1.30599 .2692 (91*2π)/2152 weeks
921.47998 -.8187 (92*2π)/2152 weeks
93-1.53618 1.98229 (93*2π)/2152 weeks
941.12842 -2.93414 (94*2π)/2152 weeks
95.03147 3.37325 (95*2π)/2152 weeks
96-1.28511 -2.95101 (96*2π)/2152 weeks
972.23847 1.65585 (97*2π)/2152 weeks
98-2.48482 -.26451 (98*2π)/2152 weeks
992.13749 -.74976 (99*2π)/2152 weeks
100-1.85044 .81754 (100*2π)/2152 weeks
1011.79525 -.16473 (101*2π)/2152 weeks
102-1.74064 -.31338 (102*2π)/2152 weeks
1031.27536 .15794 (103*2π)/2152 weeks
104-.3846 .6883 (104*2π)/2152 weeks
105-.38952 -1.52552 (105*2π)/2152 weeks
106.60883 1.65015 (106*2π)/2152 weeks
107-.31895 -1.54787 (107*2π)/2152 weeks
108-.31895 1.54787 (108*2π)/2152 weeks
109.60883 -1.65015 (109*2π)/2152 weeks
110-.38952 1.52552 (110*2π)/2152 weeks
111-.3846 -.6883 (111*2π)/2152 weeks
1121.27536 -.15794 (112*2π)/2152 weeks
113-1.74064 .31338 (113*2π)/2152 weeks
1141.79525 .16473 (114*2π)/2152 weeks
115-1.85044 -.81754 (115*2π)/2152 weeks
1162.13749 .74976 (116*2π)/2152 weeks
117-2.48482 .26451 (117*2π)/2152 weeks
1182.23847 -1.65585 (118*2π)/2152 weeks
119-1.28511 2.95101 (119*2π)/2152 weeks
120.03147 -3.37325 (120*2π)/2152 weeks
1211.12842 2.93414 (121*2π)/2152 weeks
122-1.53618 -1.98229 (122*2π)/2152 weeks
1231.47998 .8187 (123*2π)/2152 weeks
124-1.30599 -.2692 (124*2π)/2152 weeks
125.90822 .41751 (125*2π)/2152 weeks
126-.61779 -.96595 (126*2π)/2152 weeks
127.45967 1.45368 (127*2π)/2152 weeks
128-.78977 -1.34518 (128*2π)/2152 weeks
1291.40482 .87507 (129*2π)/2152 weeks
130-2.05924 -.4456 (130*2π)/2152 weeks
1312.66356 -.42031 (131*2π)/2152 weeks
132-3.13689 1.29029 (132*2π)/2152 weeks
1332.86471 -1.82855 (133*2π)/2152 weeks
134-1.97512 1.86582 (134*2π)/2152 weeks
135.54128 -1.60709 (135*2π)/2152 weeks
136.42464 1.58142 (136*2π)/2152 weeks
137-.63993 -1.59498 (137*2π)/2152 weeks
138.4429 1.53034 (138*2π)/2152 weeks
139-.355 -1.76869 (139*2π)/2152 weeks
140.68553 2.2536 (140*2π)/2152 weeks
141-1.40149 -2.44388 (141*2π)/2152 weeks
1421.65765 1.87537 (142*2π)/2152 weeks
143-2.15091 -.25181 (143*2π)/2152 weeks
1442.09926 -1.05173 (144*2π)/2151 weeks
145-1.27341 1.81697 (145*2π)/2151 weeks
146.30647 -1.74715 (146*2π)/2151 weeks
147.53599 .89705 (147*2π)/2151 weeks
148-.3403 .20232 (148*2π)/2151 weeks
149-1.06905 -1.01265 (149*2π)/2151 weeks
1501.85932 .84392 (150*2π)/2151 weeks
151-2.04441 .63409 (151*2π)/2151 weeks
1521.42847 -1.97707 (152*2π)/2151 weeks
153-.05262 2.83399 (153*2π)/2151 weeks
154-.88479 -2.43027 (154*2π)/2151 weeks
1551.97128 1.63833 (155*2π)/2151 weeks
156-2.16607 -.80846 (156*2π)/2151 weeks
1571.78902 -.02932 (157*2π)/2151 weeks
158-1.47221 .3685 (158*2π)/2151 weeks
1591.17748 -.71023 (159*2π)/2151 weeks
160-1.45174 .9947 (160*2π)/2151 weeks
1611.42874 -1.06638 (161*2π)/2151 weeks
162-.37388 1.7025 (162*2π)/2151 weeks
163-.47244 -1.75428 (163*2π)/2151 weeks
164.96285 1.15858 (164*2π)/2151 weeks
165-.70153 -.88157 (165*2π)/2151 weeks
166-.05738 .59467 (166*2π)/2151 weeks
167.30242 -1.27477 (167*2π)/2151 weeks
168-.03582 1.4357 (168*2π)/2151 weeks
169-.33044 -.31211 (169*2π)/2151 weeks
170.23337 -.62218 (170*2π)/2151 weeks
171-.2464 .74835 (171*2π)/2151 weeks
172.80945 .64592 (172*2π)/2151 weeks
173-1.86493 -2.46839 (173*2π)/2151 weeks
1743.11015 2.48994 (174*2π)/2151 weeks
175-3.44127 -1.00467 (175*2π)/2151 weeks
1762.46014 -1.15026 (176*2π)/2151 weeks
177-1.01031 2.77155 (177*2π)/2151 weeks
178-.97238 -2.62735 (178*2π)/2151 weeks
1791.75644 1.95976 (179*2π)/2151 weeks
180-.94787 -.68913 (180*2π)/2151 weeks
181.18471 -.13378 (181*2π)/2151 weeks
182.38506 -.05048 (182*2π)/2151 weeks
183.02076 -.60434 (183*2π)/2151 weeks
184-.53627 1.34775 (184*2π)/2151 weeks
185-.56713 -1.44932 (185*2π)/2151 weeks
1861.75645 1.27906 (186*2π)/2151 weeks
187-2.59029 .12099 (187*2π)/2151 weeks
1882.55796 -1.5314 (188*2π)/2151 weeks
189-.68111 1.56402 (189*2π)/2151 weeks
190-.60325 -.49029 (190*2π)/2151 weeks
191.75013 -.94105 (191*2π)/2151 weeks
192.15716 .33565 (192*2π)/2151 weeks
193-1.81036 2.36315 (193*2π)/2151 weeks
1941.44205 -4.43847 (194*2π)/2151 weeks
195-.62911 3.58854 (195*2π)/2151 weeks
196.86645 .48131 (196*2π)/2151 weeks
197-1.84916 -3.72865 (197*2π)/2151 weeks
1984.07356 3.92393 (198*2π)/2151 weeks
199-5.43241 -1.21028 (199*2π)/2151 weeks
2003.74765 -3.28529 (200*2π)/2151 weeks
201-1.139 7.62932 (201*2π)/2151 weeks
202-1.44926 -10.05713 (202*2π)/2151 weeks
2033.02725 11.42824 (203*2π)/2151 weeks
204-4.33759 -11.65983 (204*2π)/2151 weeks
2058.03369 10.05876 (205*2π)/2151 weeks
206-13.50383 -3.44163 (206*2π)/2151 weeks
20716.1758 -7.18494 (207*2π)/2151 weeks
208-10.98049 18.07617 (208*2π)/2151 weeks
209-2.27944 -23.38855 (209*2π)/2151 weeks
21016.03482 19.76726 (210*2π)/2151 weeks
211-18.92668 -4.24433 (211*2π)/2151 weeks
2125.43844 -15.05919 (212*2π)/2151 weeks
21327.59732 24.23673 (213*2π)/2151 weeks



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