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Fourier Analysis of WSTM (HRSOFT INC)


WSTM (HRSOFT INC) appears to have interesting cyclic behaviour every 82 weeks (138.3903*sine), 90 weeks (120.766*sine), and 45 weeks (51.1281*cosine).

WSTM (HRSOFT INC) has an average price of 472.72 (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 3/20/2017 for WSTM (HRSOFT INC), this program was able to calculate the following Fourier Series:
Sequence #Cosine Coefficients Sine Coefficients FrequenciesPeriod
0472.7216   0 
1260.3094 558.642 (1*2π)/902902 weeks
242.18856 154.7539 (2*2π)/902451 weeks
3148.3522 149.6613 (3*2π)/902301 weeks
466.20847 185.6302 (4*2π)/902226 weeks
5-4.73624 103.3923 (5*2π)/902180 weeks
652.29757 -26.28553 (6*2π)/902150 weeks
7197.3548 58.38736 (7*2π)/902129 weeks
8124.55 145.8719 (8*2π)/902113 weeks
976.26504 157.1778 (9*2π)/902100 weeks
1041.78621 120.766 (10*2π)/90290 weeks
1132.98219 138.3903 (11*2π)/90282 weeks
12-12.19754 92.5788 (12*2π)/90275 weeks
1328.06225 61.58416 (13*2π)/90269 weeks
1435.0462 101.0328 (14*2π)/90264 weeks
15-20.70233 88.47149 (15*2π)/90260 weeks
166.46958 33.81172 (16*2π)/90256 weeks
1723.18552 76.42039 (17*2π)/90253 weeks
18-20.93219 43.95161 (18*2π)/90250 weeks
1924.72308 13.6592 (19*2π)/90247 weeks
2051.12809 43.16036 (20*2π)/90245 weeks
2128.23737 69.32859 (21*2π)/90243 weeks
2218.61018 43.01284 (22*2π)/90241 weeks
2348.55962 51.38544 (23*2π)/90239 weeks
2437.7144 91.12573 (24*2π)/90238 weeks
25-5.1233 86.17829 (25*2π)/90236 weeks
26-7.01817 63.35077 (26*2π)/90235 weeks
27-4.68686 61.4932 (27*2π)/90233 weeks
28-20.38437 61.83094 (28*2π)/90232 weeks
29-20.14079 34.18929 (29*2π)/90231 weeks
30-9.34005 36.64086 (30*2π)/90230 weeks
31-12.18237 30.71589 (31*2π)/90229 weeks
32-10.09077 12.73555 (32*2π)/90228 weeks
3335.44996 14.24704 (33*2π)/90227 weeks
3419.01999 72.15139 (34*2π)/90227 weeks
35-22.25065 42.2939 (35*2π)/90226 weeks
368.76382 34.30383 (36*2π)/90225 weeks
37-13.57658 64.44646 (37*2π)/90224 weeks
38-43.43647 25.84534 (38*2π)/90224 weeks
39-10.29121 4.81123 (39*2π)/90223 weeks
40-1.11868 20.2921 (40*2π)/90223 weeks
41-9.47209 19.65616 (41*2π)/90222 weeks
421.61309 9.47321 (42*2π)/90221 weeks
4312.01715 23.75475 (43*2π)/90221 weeks
441.44199 40.0324 (44*2π)/90221 weeks
45-22.00577 29.02641 (45*2π)/90220 weeks
46-9.80676 9.33824 (46*2π)/90220 weeks
47-.96326 22.5416 (47*2π)/90219 weeks
48-17.51389 18.7714 (48*2π)/90219 weeks
49-5.88181 6.63282 (49*2π)/90218 weeks
50-5.52246 16.27396 (50*2π)/90218 weeks
51-13.50275 9.95732 (51*2π)/90218 weeks
52-9.09571 -1.96119 (52*2π)/90217 weeks
535.86059 -1.87027 (53*2π)/90217 weeks
541.71396 7.86672 (54*2π)/90217 weeks
555.69729 -4.27628 (55*2π)/90216 weeks
5618.03901 6.69154 (56*2π)/90216 weeks
5710.68519 15.79878 (57*2π)/90216 weeks
585.91921 8.93388 (58*2π)/90216 weeks
5916.99215 11.17145 (59*2π)/90215 weeks
608.72458 26.01186 (60*2π)/90215 weeks
61-4.54069 12.28378 (61*2π)/90215 weeks
628.80139 8.53034 (62*2π)/90215 weeks
637.94953 13.77811 (63*2π)/90214 weeks
643.81834 17.04926 (64*2π)/90214 weeks
651.23375 6.36093 (65*2π)/90214 weeks
6612.94191 9.16667 (66*2π)/90214 weeks
676.80205 15.11952 (67*2π)/90213 weeks
689.98517 7.28965 (68*2π)/90213 weeks
6917.70964 17.94244 (69*2π)/90213 weeks
705.70665 26.16809 (70*2π)/90213 weeks
71-2.43689 14.41412 (71*2π)/90213 weeks
729.22847 11.76014 (72*2π)/90213 weeks
733.47503 22.38972 (73*2π)/90212 weeks
74-5.25178 8.65363 (74*2π)/90212 weeks
7511.92334 4.12248 (75*2π)/90212 weeks
7615.26041 16.124 (76*2π)/90212 weeks
779.55871 23.73167 (77*2π)/90212 weeks
782.6241 19.55902 (78*2π)/90212 weeks
797.24316 21.59844 (79*2π)/90211 weeks
80-4.21393 26.50654 (80*2π)/90211 weeks
81-7.30287 13.15952 (81*2π)/90211 weeks
821.39704 12.5622 (82*2π)/90211 weeks
83-.09913 20.53097 (83*2π)/90211 weeks
84-11.62948 15.00254 (84*2π)/90211 weeks
85-2.96585 5.00838 (85*2π)/90211 weeks
86-.4159 14.55255 (86*2π)/90210 weeks
87-11.02915 8.86031 (87*2π)/90210 weeks
88-2.63099 -.47667 (88*2π)/90210 weeks
893.03607 3.58312 (89*2π)/90210 weeks
90.47072 4.94149 (90*2π)/90210 weeks
915.1538 -3.19604 (91*2π)/90210 weeks
9218.84939 4.58908 (92*2π)/90210 weeks
9314.75146 18.78149 (93*2π)/90210 weeks
945.97454 19.82902 (94*2π)/90210 weeks
955.62852 20.12127 (95*2π)/9029 weeks
96-2.77113 26.30721 (96*2π)/9029 weeks
97-12.86993 15.97525 (97*2π)/9029 weeks
98-8.42983 8.35138 (98*2π)/9029 weeks
99-3.96374 8.05435 (99*2π)/9029 weeks
100-7.08858 10.26426 (100*2π)/9029 weeks
101-7.97446 3.04197 (101*2π)/9029 weeks
102.1949 2.14364 (102*2π)/9029 weeks
103-3.73755 9.49243 (103*2π)/9029 weeks
104-5.58846 -.70839 (104*2π)/9029 weeks
1051.97618 2.47458 (105*2π)/9029 weeks
106-.67407 4.23819 (106*2π)/9029 weeks
107-1.17241 1.21532 (107*2π)/9028 weeks
1085.0182 1.37295 (108*2π)/9028 weeks
1091.96031 8.50651 (109*2π)/9028 weeks
110-2.86378 3.40675 (110*2π)/9028 weeks
111.44972 .84311 (111*2π)/9028 weeks
1122.93476 .83106 (112*2π)/9028 weeks
1133.31817 3.84131 (113*2π)/9028 weeks
114.72206 .9113 (114*2π)/9028 weeks
1158.38477 .36531 (115*2π)/9028 weeks
1164.98171 9.78846 (116*2π)/9028 weeks
117-1.50133 4.26655 (117*2π)/9028 weeks
1182.37161 1.07716 (118*2π)/9028 weeks
1194.05584 3.58364 (119*2π)/9028 weeks
1201.00995 3.92857 (120*2π)/9028 weeks
121.47841 .49432 (121*2π)/9027 weeks
1223.78246 -1.83426 (122*2π)/9027 weeks
1236.07038 .43877 (123*2π)/9027 weeks
1245.0824 .25581 (124*2π)/9027 weeks
1257.39875 -.35764 (125*2π)/9027 weeks
1267.98185 .54319 (126*2π)/9027 weeks
12710.55844 .77464 (127*2π)/9027 weeks
12811.73099 5.13599 (128*2π)/9027 weeks
1296.92448 5.98341 (129*2π)/9027 weeks
13010.15769 2.69113 (130*2π)/9027 weeks
13111.07588 6.52606 (131*2π)/9027 weeks
13212.33208 9.6138 (132*2π)/9027 weeks
1335.89126 14.01677 (133*2π)/9027 weeks
1342.22334 9.26997 (134*2π)/9027 weeks
1353.29705 7.66556 (135*2π)/9027 weeks
1362.6491 7.07132 (136*2π)/9027 weeks
1373.27593 6.04059 (137*2π)/9027 weeks
1382.70811 6.20996 (138*2π)/9027 weeks
1391.81791 4.38039 (139*2π)/9026 weeks
1404.26735 1.41674 (140*2π)/9026 weeks
1418.0203 4.12239 (141*2π)/9026 weeks
1426.44469 5.66041 (142*2π)/9026 weeks
1438.9783 6.9486 (143*2π)/9026 weeks
1444.89761 12.60311 (144*2π)/9026 weeks
145-1.02166 9.02671 (145*2π)/9026 weeks
146-.93085 4.1689 (146*2π)/9026 weeks
1472.18814 2.63344 (147*2π)/9026 weeks
1482.43421 2.65013 (148*2π)/9026 weeks
1494.31791 1.49328 (149*2π)/9026 weeks
1506.36843 2.08991 (150*2π)/9026 weeks
1517.67581 4.66019 (151*2π)/9026 weeks
1526.56413 5.89457 (152*2π)/9026 weeks
1536.72693 7.66935 (153*2π)/9026 weeks
1543.23079 10.43687 (154*2π)/9026 weeks
155-1.87335 6.41019 (155*2π)/9026 weeks
1561.28404 2.92048 (156*2π)/9026 weeks
1571.01363 3.21717 (157*2π)/9026 weeks
1581.87067 1.94904 (158*2π)/9026 weeks
1591.6253 .86144 (159*2π)/9026 weeks
1604.25045 -1.06067 (160*2π)/9026 weeks
1615.98553 1.16253 (161*2π)/9026 weeks
1625.29059 .8209 (162*2π)/9026 weeks
1636.85707 .76054 (163*2π)/9026 weeks
1647.36699 2.05169 (164*2π)/9026 weeks
1656.96502 2.10487 (165*2π)/9025 weeks
1667.21074 2.74141 (166*2π)/9025 weeks
1675.76443 1.56613 (167*2π)/9025 weeks
1688.7653 -2.04894 (168*2π)/9025 weeks
16915.77103 1.93136 (169*2π)/9025 weeks
17011.98016 9.09529 (170*2π)/9025 weeks
1719.59387 6.9877 (171*2π)/9025 weeks
17210.48801 9.64944 (172*2π)/9025 weeks
1736.09156 11.4976 (173*2π)/9025 weeks
1743.12334 8.5086 (174*2π)/9025 weeks
1753.60605 5.7741 (175*2π)/9025 weeks
1765.3355 4.57269 (176*2π)/9025 weeks
1776.70892 6.31395 (177*2π)/9025 weeks
1783.7033 5.47893 (178*2π)/9025 weeks
1798.05911 2.01601 (179*2π)/9025 weeks
18010.50119 8.26704 (180*2π)/9025 weeks
1815.15455 8.37936 (181*2π)/9025 weeks
1828.12585 5.83682 (182*2π)/9025 weeks
1837.81425 10.88023 (183*2π)/9025 weeks
1843.55512 8.67841 (184*2π)/9025 weeks
1856.04887 7.09789 (185*2π)/9025 weeks
1867.22998 8.66267 (186*2π)/9025 weeks
1876.08476 11.33249 (187*2π)/9025 weeks
1884.67537 10.94232 (188*2π)/9025 weeks
1893.92189 13.27566 (189*2π)/9025 weeks
190-.96348 13.02501 (190*2π)/9025 weeks
191-1.11307 9.4733 (191*2π)/9025 weeks
192-2.08258 10.37863 (192*2π)/9025 weeks
193-3.83178 8.1575 (193*2π)/9025 weeks
194-5.96072 5.09922 (194*2π)/9025 weeks
195-1.29301 .53411 (195*2π)/9025 weeks
196.28941 4.73675 (196*2π)/9025 weeks
197-2.44537 3.26336 (197*2π)/9025 weeks
198-1.57748 .58889 (198*2π)/9025 weeks
1991.87606 .25391 (199*2π)/9025 weeks
200-.6085 2.99921 (200*2π)/9025 weeks
201-.28049 -4.37249 (201*2π)/9024 weeks
2027.77551 -1.82938 (202*2π)/9024 weeks
2036.42309 2.37222 (203*2π)/9024 weeks
2046.09531 3.14669 (204*2π)/9024 weeks
2054.82708 3.05068 (205*2π)/9024 weeks
2067.56878 4.59633 (206*2π)/9024 weeks
2072.15156 6.8095 (207*2π)/9024 weeks
2083.92562 1.82313 (208*2π)/9024 weeks
2096.26576 5.61428 (209*2π)/9024 weeks
2102.54214 7.76028 (210*2π)/9024 weeks
211-.85629 3.62964 (211*2π)/9024 weeks
2124.70607 .81039 (212*2π)/9024 weeks
2134.33785 7.0116 (213*2π)/9024 weeks
214-.11936 4.26087 (214*2π)/9024 weeks
2151.89939 1.8647 (215*2π)/9024 weeks
2163.54972 3.28535 (216*2π)/9024 weeks
217.49026 4.18536 (217*2π)/9024 weeks
218.26719 -.86661 (218*2π)/9024 weeks
2195.25349 -.59538 (219*2π)/9024 weeks
2204.65199 .6458 (220*2π)/9024 weeks
2217.71291 .72473 (221*2π)/9024 weeks
2227.8469 4.42984 (222*2π)/9024 weeks
2235.42203 6.02096 (223*2π)/9024 weeks
2244.13429 4.71672 (224*2π)/9024 weeks
2254.56393 5.21619 (225*2π)/9024 weeks
2262.6619 5.86641 (226*2π)/9024 weeks
2271.35134 3.36489 (227*2π)/9024 weeks
2283.10304 1.49419 (228*2π)/9024 weeks
2295.4089 2.38703 (229*2π)/9024 weeks
2305.50437 3.55156 (230*2π)/9024 weeks
2315.57944 5.3261 (231*2π)/9024 weeks
2324.33667 5.81597 (232*2π)/9024 weeks
2332.25794 7.334 (233*2π)/9024 weeks
234-.77948 2.79353 (234*2π)/9024 weeks
2354.78693 1.33887 (235*2π)/9024 weeks
2362.96173 4.72359 (236*2π)/9024 weeks
2374.21509 1.28712 (237*2π)/9024 weeks
2386.10068 5.88553 (238*2π)/9024 weeks
2392.00894 5.143 (239*2π)/9024 weeks
2404.36077 4.0881 (240*2π)/9024 weeks
2412.9543 6.19104 (241*2π)/9024 weeks
2422.41932 5.25981 (242*2π)/9024 weeks
2431.46126 5.9057 (243*2π)/9024 weeks
244.34145 4.64157 (244*2π)/9024 weeks
245.71652 3.24618 (245*2π)/9024 weeks
2462.31535 3.73025 (246*2π)/9024 weeks
247.64401 5.33874 (247*2π)/9024 weeks
248-.44784 3.78254 (248*2π)/9024 weeks
249-1.36391 3.72338 (249*2π)/9024 weeks
250-2.15896 .33999 (250*2π)/9024 weeks
2511.33249 -.06816 (251*2π)/9024 weeks
252-.39318 1.7666 (252*2π)/9024 weeks
253-1.15338 -1.98037 (253*2π)/9024 weeks
2542.71428 -3.67145 (254*2π)/9024 weeks
2555.03301 -.9227 (255*2π)/9024 weeks
2564.04448 -.39537 (256*2π)/9024 weeks
2575.84764 -.02251 (257*2π)/9024 weeks
2585.02993 2.9513 (258*2π)/9023 weeks
2592.82986 2.09335 (259*2π)/9023 weeks
2602.10958 1.46001 (260*2π)/9023 weeks
2612.83445 -1.45917 (261*2π)/9023 weeks
2625.75643 -.7022 (262*2π)/9023 weeks
2636.73972 1.08618 (263*2π)/9023 weeks
2646.08831 3.30991 (264*2π)/9023 weeks
2653.85848 3.86026 (265*2π)/9023 weeks
2663.18129 2.08047 (266*2π)/9023 weeks
2674.4319 2.2182 (267*2π)/9023 weeks
2683.5003 3.55668 (268*2π)/9023 weeks
2692.21723 2.40847 (269*2π)/9023 weeks
2702.17721 1.93888 (270*2π)/9023 weeks
2711.76788 .86593 (271*2π)/9023 weeks
2722.15322 -1.22469 (272*2π)/9023 weeks
2735.91207 -1.49592 (273*2π)/9023 weeks
2745.8695 2.30345 (274*2π)/9023 weeks
2752.89735 .39469 (275*2π)/9023 weeks
2767.39476 -.7634 (276*2π)/9023 weeks
2776.87195 3.87729 (277*2π)/9023 weeks
2783.33644 3.78033 (278*2π)/9023 weeks
2793.14866 -.68115 (279*2π)/9023 weeks
2808.99699 .85463 (280*2π)/9023 weeks
2816.30864 6.21879 (281*2π)/9023 weeks
2822.47427 4.10585 (282*2π)/9023 weeks
2833.87347 1.80177 (283*2π)/9023 weeks
2845.40755 3.77668 (284*2π)/9023 weeks
2851.43896 4.39872 (285*2π)/9023 weeks
2862.83143 -.6045 (286*2π)/9023 weeks
2876.72331 2.72789 (287*2π)/9023 weeks
2882.59054 4.05939 (288*2π)/9023 weeks
2894.25998 .82101 (289*2π)/9023 weeks
2905.53733 4.48825 (290*2π)/9023 weeks
2911.48444 4.70146 (291*2π)/9023 weeks
292.99611 .62688 (292*2π)/9023 weeks
2934.93054 .57329 (293*2π)/9023 weeks
2943.54931 3.01758 (294*2π)/9023 weeks
2953.50162 .32529 (295*2π)/9023 weeks
2966.68404 2.54382 (296*2π)/9023 weeks
2973.72744 4.62553 (297*2π)/9023 weeks
2983.48484 3.75532 (298*2π)/9023 weeks
2991.6445 3.75853 (299*2π)/9023 weeks
3002.42837 2.23156 (300*2π)/9023 weeks
3012.05307 3.15575 (301*2π)/9023 weeks
302.59773 2.22972 (302*2π)/9023 weeks
3031.27363 -.01388 (303*2π)/9023 weeks
3042.15439 .79774 (304*2π)/9023 weeks
3051.81754 -1.98596 (305*2π)/9023 weeks
3067.16119 -.19325 (306*2π)/9023 weeks
3072.94529 4.50181 (307*2π)/9023 weeks
308.17081 -.43063 (308*2π)/9023 weeks
3094.20665 -2.62 (309*2π)/9023 weeks
3106.62012 .62084 (310*2π)/9023 weeks
3113.42963 2.12402 (311*2π)/9023 weeks
3123.82069 -.83291 (312*2π)/9023 weeks
3135.00828 .58477 (313*2π)/9023 weeks
3144.68403 -.65413 (314*2π)/9023 weeks
3156.41867 -.39261 (315*2π)/9023 weeks
3168.21502 .85493 (316*2π)/9023 weeks
3176.85556 4.09798 (317*2π)/9023 weeks
3184.78075 3.08447 (318*2π)/9023 weeks
3195.0085 2.85482 (319*2π)/9023 weeks
3203.94247 2.24252 (320*2π)/9023 weeks
3215.38252 .69558 (321*2π)/9023 weeks
3227.52553 1.45829 (322*2π)/9023 weeks
3238.53126 5.22006 (323*2π)/9023 weeks
3244.02712 7.10851 (324*2π)/9023 weeks
3252.59225 3.5526 (325*2π)/9023 weeks
3264.86182 3.50185 (326*2π)/9023 weeks
3274.27485 4.61985 (327*2π)/9023 weeks
3283.73112 5.23919 (328*2π)/9023 weeks
3292.33107 4.56513 (329*2π)/9023 weeks
3303.07816 4.25858 (330*2π)/9023 weeks
3311.8734 5.07844 (331*2π)/9023 weeks
3321.81415 3.82808 (332*2π)/9023 weeks
333.52307 5.1869 (333*2π)/9023 weeks
334-.52904 1.63487 (334*2π)/9023 weeks
3352.35323 2.08396 (335*2π)/9023 weeks
336.62171 4.26587 (336*2π)/9023 weeks
337-2.48482 .71961 (337*2π)/9023 weeks
3382.23945 -2.75874 (338*2π)/9023 weeks
3395.28836 1.5705 (339*2π)/9023 weeks
3401.40342 3.3921 (340*2π)/9023 weeks
3411.78082 .50434 (341*2π)/9023 weeks
3422.7032 2.55241 (342*2π)/9023 weeks
343-.00439 1.95195 (343*2π)/9023 weeks
3441.07996 -.84604 (344*2π)/9023 weeks
3453.61838 .21806 (345*2π)/9023 weeks
3462.42395 2.59207 (346*2π)/9023 weeks
347-.06683 .88755 (347*2π)/9023 weeks
3482.334 -1.50921 (348*2π)/9023 weeks
3494.41339 1.79512 (349*2π)/9023 weeks
350-.37056 3.78232 (350*2π)/9023 weeks
351-2.27765 -1.93777 (351*2π)/9023 weeks
3522.17255 -3.39379 (352*2π)/9023 weeks
3532.11657 -1.61829 (353*2π)/9023 weeks
3542.48209 -4.39813 (354*2π)/9023 weeks
3557.15969 -3.08335 (355*2π)/9023 weeks
3565.88205 .54352 (356*2π)/9023 weeks
3574.93887 -.48637 (357*2π)/9023 weeks
3586.42729 .58877 (358*2π)/9023 weeks
3594.41644 2.31586 (359*2π)/9023 weeks
3603.85799 .29775 (360*2π)/9023 weeks
3615.41227 .97806 (361*2π)/9022 weeks
3624.62771 2.61716 (362*2π)/9022 weeks
3632.67214 2.24013 (363*2π)/9022 weeks
3642.87117 .12117 (364*2π)/9022 weeks
3655.01105 1.08029 (365*2π)/9022 weeks
3663.38346 2.51127 (366*2π)/9022 weeks
3672.83682 1.28698 (367*2π)/9022 weeks
3683.69605 1.76526 (368*2π)/9022 weeks
3692.08785 3.00136 (369*2π)/9022 weeks
370-.11092 .74809 (370*2π)/9022 weeks
3712.3495 -1.40909 (371*2π)/9022 weeks
3722.76116 .46984 (372*2π)/9022 weeks
3731.36552 -.39449 (373*2π)/9022 weeks
3742.24242 -2.96827 (374*2π)/9022 weeks
3756.20569 -1.79773 (375*2π)/9022 weeks
3764.11399 1.51387 (376*2π)/9022 weeks
3773.38505 -1.51584 (377*2π)/9022 weeks
3786.21154 1.18493 (378*2π)/9022 weeks
3791.58389 2.05446 (379*2π)/9022 weeks
3801.74835 -1.85334 (380*2π)/9022 weeks
3814.39741 -2.95099 (381*2π)/9022 weeks
3827.01114 -1.22381 (382*2π)/9022 weeks
3836.06086 1.90786 (383*2π)/9022 weeks
3844.05515 1.27328 (384*2π)/9022 weeks
3854.14577 1.02951 (385*2π)/9022 weeks
3863.66393 1.22557 (386*2π)/9022 weeks
3872.66605 -.05294 (387*2π)/9022 weeks
3884.46224 -.53383 (388*2π)/9022 weeks
3893.83443 .93198 (389*2π)/9022 weeks
3901.70657 -1.10271 (390*2π)/9022 weeks
3915.20356 -3.7751 (391*2π)/9022 weeks
3927.09099 -1.75948 (392*2π)/9022 weeks
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