spectrum.m

data = dlmread('wprice');
data = data';
dt = 5*60;
N = length(data);
Fs = 1/(dt);
t = 0:1/Fs:(N-1)*dt;

x = data - mean(data);

subplot(2,1,1);
[S, fx, tx] = specgram(x, 256, Fs, blackmanharris(256), 255);
imagesc(tx, fx, 20*log(abs(S)));
set(gca,'YDir','normal')

subplot(2,1,2);
plot(t, data);
axis([0 max(tx)]);
#plot(t, data+1);

wprice

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2765.64
2772.84
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2502.25
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2506
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2582
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2583
2579.89
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2628.25
2642.44
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2648.31
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2644.45
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2648
2649.73
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2671
2669.91
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2673.08
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2671
2674.92
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2696
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2736.14
2746.72
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2744.99
2737.13
2739.53
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2735.78
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2729.85
2734.78
2731.01
2738.45
2751
2752.99
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2760.96
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2789
2782.8
2779.54
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2781.77
2781.66
2783.58
2773.45
2758.87
2768.82
2771.46
2771.31
2770.95
2773.18
2770.3
2771.57
2772.23
2767.91
2761.59
2753.57
2750
2752.25
2748.89
2749.62
2747.82
2750.92
2750.08
2745.59
2744.85
2737.71
2728.63
2732.07
2730.36
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2731.9
2734.49
2735.28
2734.81
2727.02
2726.71
2728.09
2731.48
2745.76
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2747.12
2745.94
2745.67
2744.83
2730.56
2733.67
2719.11
2704.1
2692.92
2683.44
2699.06
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2698.17
2713.3
2702.67
2699.73
2696.49
2686.9
2697.61
2703.72
2713.01
2719.51
2718.5
2716.89
2716.28
2716.14
2730.35
2735.93
2738.69
2738.34
2735.11
2733.65
2728.81
2730.64
2734.14
2735.88
2747.9
2765.63
2769
2772.23
2757.39
2754.95
2751.11
2754.15
2739.86
2738.54
2743
2746.19
2742.78
2732.49
2730.84
2736.41
2733.22
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2742.67
2732.59
2739.82
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2739.44
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2754.16
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2736.96
2719.42
2718.29
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2723.41
2705.32
2689.33
2695.88
2695.29
2702.63
2709.59
2704.78
2705.19
2703.27
2692.44
2693.61
2686.89
2675.16
2677.72
2678.54
2680.62
2670.31
2670.9
2672.68
2685.32
2687.97
2692.57
2690.75
2691.15
2691.44
2688.11
2682.7
2681.12
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2688.61
2688.64
2685.12
2689.12
2690.25
2686.84
2683.75
2682.06
2683.13
2674.4
2664.78
2668.52
2665.65
2670.48
2674.33
2670.77
2671.25
2672.1
2673.22
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2682.56
2684.87
2681.54
2681.05
2685.79
2691.24
2694.07
2699.65
2702.71
2708.21
2713.99
2714.81
2711.79
2708.25
2715.46
2711.82
2707.78
2708.94
2714.12
2713.88
2712.49
2706.35
2699.13
2699.51
2699.9
2696.75
2690.19
2690.47
2686.96
2689.68
2696.24
2707.77
2707.3
2707.64
2712.21
2714.05
2718.04
2720.56
2721.13
2715.5
2713.74
2717.75
2719.94
2719.15
2714.78
2719.13
2726.09
2718.54
2723.62
2726.3
2728.18
2736.58
2743.44
2736.93
2728.48
2729.09
2727.12
2727.42
2723.25
2719.73
2726.21
2731.42
2730.9
2735.08
2722.58
2715.44
2715.52
2728.91
2718.8
2716.28
2716.86
2704.7
2706.59
2713.78
2717.95
2723.14
2721.73
2729.62
2726.57
2721.24
2722.97
2707.79
2715.57
2703.9
2708.57
2703.82
2706.53
2701.71
2697.69
2685.8
2697.98
2696.53
2657.11
2648.73
2671.12
2662.55
2667.78
2667.31
2671.98
2678.52
2690.43
2688.16
2688.09
2690.04
2694.97
2698.25
2703.16
2703.14
2704.92
2705.95
2712.33
2679.82
2697.84
2714.95
2716.25
2712.52
2694.9
2663.71
2670.49
2646.02
2653.46
2660.51
2648.98
2656.7
2654.36
2666.81
2658.84
2658
2653.21
2661.67
2668
2667.45
2676.41
2676.92
2680.05
2680.2
2667.24
2674.62
2665.59
2644.82
2660.93
2664.11
2671.84
2666.23
2664.7
2668.99
2671.91
2649.04
2664.23
2665.39
2668.08
2663.86
2663.44
2663.91
2663.7
2665.29
2666.34
2672.25
2674.6
2676.04
2664.39
2660.66
2658.9
2659.92
2660.04
2660.12
2660.23
2672.94
2675.38
2679.38
2677.4
2677.37
2678.06
2679.98
2661.26
2668.53
2671.67
2671.49
2670.79
2659.94
2636.47
2605.03
2619.18
2617.83
2628.03
2624.08
2627.19
2618.82
2607.94
2587.69
2593.18
2583.96
2600.12
2592.74
2584.28
2604.42
2599.07
2609.68
2597.8
2605.01
2603.86
2600.74
2607.08
2604.57
2615.84
2622.7
2607.47
2617.35
2620.8
2622.04
2621.22
2614.93
2608.89
2599.88
2598.94
2605.67
2607.95
2610.58
2612.76
2615.79
2626.94
2635.5
2626.95
2632.88
2636.13
2643.2
2649.56
2646.29
2644.4
2635.7
2631.03
2635.89
2632.84
2628.85
2643.92
2630.21
2636.67
2634.21
2635.98
2637.61
2637.97
2636.78
2625.13
2616.23
2633.55
2621.05
2621.14
2640.49
2641.34
2636.48
2646.34
2637.96
2647.58
2646.26
2647.85
2644.96
2661.82
2667.14
2666.07
2659.32
2668.82
2667.46
2651.93
2656.58
2652.54
2650.39
2660.79
2659.09
2664.53
2655.68
2646.58
2654.19
2654.03
2650.51
2649.85
2659.5
2651.92
2655.97
2650.26
2657.23
2658.93
2655.31
2656.86
2657.62
2666.79
2678.02
2687.82
2687.04
2697.22
2691.62
2692.14
2699.47
2709.18
2716.66
2715.91
2710.21
2708.2
2715.43
2715.63
2722.11
2721.69
2722.59
2724.77
2722.79
2718.03
2707.74
2715.44
2709.04
2702.72
2698.22
2693.32
2696.89
2704.99
2707.51
2705.42
2702.76
2702.62
2700.07
2693.74
2694.47
2695.07
2696.53
2701.84
2704.36
2706.13
2704.7
2708.86
2710.29
2711.26
2719.05
2717.02
2711.92
2709.13
2711.64
2744.19
2739.45
2738.53
2739.61
2759.27
2759.94
2747.21
2733.82
2729.86
2725.4
2723.9
2725.07
2734.62
2730.45
2725.21
2726.48
2724.64
2722.37
2712.89
2719
2714.74
2710.87
2703.75
2704.47
2713.86
2717.54
2719.89
2712.22
2709.26
2712.28
2708.67
2715.22
2714.93
2715.84
2716.08
2719.53
2716.11
2725.24
2736.72
2730.31
2735.46
2735.54
2735.56
2735.13
2738.08
2737.76
2738.11
2733.42
2733.48
2730.53
2721.27
2733.38
2722.8
2733.04
2727.66
2728.9
2730.95
2727.97
2728.31
2726.4
2727.75
2727.63
2725.26
2730.82
2735.61
2743.88
2740.59
2743.36
2741.93
2743.43
2739.83
2732.86
2736.71
2730.49
2727.84
2725.69
2723.69
2714.85
2722.51
2720.27
2720.92
2717.89
2722.98
2707.38
2702.41
2711.7
2710.98
2705.32
2708.18
2701.82
2702.7
2705.49
2712.78
2711
2711.33
2715.11
2716.55
2713.92
2709.55
2709.66
2709.5
2707.5
2706.45
2709.27
2710.32
2710.62
2711.18
2710.78
2710.66
2719.53
2718.71
2711.52
2711.3
2712.57
2702.77
2695.3
2693.01
2696.79
2698.33
2699.43
2701.01
2704.86
2703.1
2702.31
2701.68
2702.58
2702.31
2704.16
2705.6
2704.54
2704.01
2707.16
2708.06
2706.4
2710.3
2713.23
2715.87
2716.91
2717.2
2716.44
2715.84
2715.64
2717.62
2715.83
2715.22
2720.2
2720.82
2717.33
2721.07
2726.43
2719.08
2722.49
2726.29
2733.02
2729.08
2732.46
2731.71
2732.45
2735.23
2738.23
2740.46
2719.53
2726.24
2727.17
2725.33
2716.01
2716.5
2721.2
2721
2724.62
2714.83
2725.73
2720.65
2716.17
2720.33
2716.7
2715.72
2711.38
2715.56
2715.12
2712.62
2704.01
2689.33
2695.07
2704.08
2709.84
2709.82
2716.58
2715.52
2711.08
2714.6
2718.6
2720.07
2724.59
2724.68
2732.27
2733.18
2729.8
2720.97
2737.33
2735.9
2745.76
2758.52
2755.71
2747.62
2754.74
2769.56
2765.82
2763
2766.8
2761.31
2755.52
2749.91
2767.29
2766.56
2770.07
2767.43
2766.6
2762.27
2773.65
2782.2
2789.84
2787.29
2782.62
2772.44
2775.37
2776.98
2786.37
2784.28
2785.64
2777.26
2778.85
2761.55
2757.88
2760.19
2763.71
2757.72
2752.82
2759.05
2760.63
2763.52
2766.29
2763.35
2761.38
2763.18
2734.47
2739.24
2749.15
2743.12
2745.89
2747.68
2751.18
2754.58
2765.71
2766.05
2760.17
2759.97
2763.05
2765.04
2765.11
2761.7
2766.57
2768.52
2775.5
2779.4
2779.43
2766.44
2768.99
2769.85
2770.04
2773.37
2775.12
2773.61
2771.41
2771.68
2771.81
2778
2781.39
2781.3
2780.52
2776.06
2779.6
2780.23
2783.9
2781.93
2781.91
2780.97
2788.15
2787.56
2776.88
2781.58
2781.57
2785.91
2791.77
2791.1
2794.88
2796.52
2797.16
2795.6
2795.62
2797.64
2802.07
2825.62
2832.5
2842.55
2837.46
2837.07
2854.84
2870.36
2869.55
2861.02
2869.59
2873.41
2864.53
2866.36
2871.49
2876.12
2881.62
2882.19
2868.21
2872.22
2875.27
2867.48
2859.28
2814.12
2828.38
2855.44
2854.26
2843.83
2842.99
2851.45
2854.24
2860.06
2851.6
2855.51
2856.84
2854.28
2854.26
2840.9
2848.61
2830.54
2834.52
2847.01
2832.43
2836.74
2833.22
2839.5
2841.6
2854.96
2851.65
2854.52
2859.89
2861.77
2862.39
2857.22
2834.54
2844.03
2851.46
2841.62
2843.16
2836.29
2841.65
2829.98
2834.36
2828.99
2825.96
2821.83
2827.37
2823
2830.77
2831.62
2839.07
2839.06
2840.01
2854.2
2849.83
2848.19
2851.38
2847.48
2843.58
2848.81
2851.6
2848.18
2854.08
2847.28
2844.95
2843.92
2843.2
2843.6
2847.46
2842.15
2852.39
2854.02
2842.02
2846.37
2845.88
2847.99
2860.35
2863.16
2858.35
2863.41
2863.13
2853.05
2851.3
2858.66
2851.93
2855.2
2855.84
2860.14
2866.07
2868.14
2868.21
2868.73
2869.8
2870.68
2872
2880.34
2890.39
2900.12
2905.48
2917.57
2914.24
2906.36
2906.33
2910.7
2898.53
2900.19
2901.16
2900.14
2900.07
2908.38
2910.6
2906.24
2903.28
2893.11
2866.48
2860.2
2864.98
2876.92
2871.39
2876.28
2877.92
2874.85
2850.46
2845.89
2845.78
2823.57
2790.24
2785.12
2769.06
2775.96
2802.15
2810.44
2799.03
2790.06
2797.83
2801.49
2761.84
2746.9
2713.73
2657.36
2639.67
2680.82
2662.47
2685.44
2708.59
2708.3
2721.16
2702.21
2690.29
2685.98
2688.56
2699.8
2709.31
2719.76
2726.69
2723.87
2727.49
2735.04
2751.84
2750.21
2738.26
2741.1
2738.8
2736.46
2748.74
2756.65
2771.2
2773.5
2767.14
2750.48
2739.6
2741.24
2739.5
2748.26
2731.06
2749.46
2752.04
2746.27
2728.92
2711.71
2697.87
2732.88
2730.05
2671.61
2695.95
2707.37
2713.5
2752.55
2752.09
2749.64
2731.9
2748.53
2747.58
2732.09
2721.96
2717.38
2690.58
2660.38
2656.64
2674.04
2680.03
2683.96
2684.88
2684.73
2699.27
2698.43
2699.11
2697.44
2709.25
2725.85
2710.09
2720.66
2717.4
2717.68
2711.4
2699.44
2707.01
2711.71
2697.72
2680.59
2685.91
2686
2679.77
2668.97
2672.68
2674.26
2671.93
2661.26
2657.97
2656.79
2660.24
2665.52
2680.49
2688
2691.98
2705.98
2729.82
2728.54
2729.68
2725.71
2724.68
2721.12
2722.98
2723
2723.04
2722.3
2714.6
2715.1
2717.87
2728.86
2748.28
2755.14
2757.94
2754.54
2751.64
2747.63
2750.05
2745.24
2744.42
2737.04
2733.56
2738.32
2741.27
2737.54
2739.27
2746.18
2746.89
2749.3
2754.76
2761.37
2764.26
2769.38
2775.5
2771.11
2765.99
2761.17
2748.96
2749.39
2750.47
2754.11
2750.16
2751.53
2744.35
2745.34
2740.54
2725.11
2727.48
2727.91
2730.42
2737.41
2739.65
2730.63
2727.63
2724.99
2723.85
2723.63
2724.08
2724.63
2723.38
2719.94
2723.88
2723.99
2723.88
2725.3
2730
2724.47
2721.57
2710.23
2698.3
2695.57
2697.01
2700
2712.78
2714.17
2723.96
2729.31
2731.85
2728.92
2729.32
2731.2
2729.36
2731.62
2729.73
2732.38
2725.32
2723.05
2725.74
2720.35
2712.5
2704.01
2690.36
2698.05
2695.4
2701.6
2709.52
2710.55
2700.76
2700.41
2701.49
2703.97
2712.49
2711.26
2711.65
2705.82
2722.95
2717.27
2726.38
2739.61
2740.09
2750.14
2736.83
2744.24
2741.57
2737.52
2741.36
2742.92
2741.55
2740.28
2740.43
2739.32
2736.61
2732.1
2726
2726.83
2728.45
2723.99
2727.26
2728.7
2731.6
2730.3
2730.52
2731.93
2744.01
2732.24
2728.77
2726.47
2729.31
2729.71
2732.43
2736.44
2736.27
2738.04
2738.55
2744.24
2743.9
2746.91
2747.52
2745.26
2742.6
2737.96
2736.52
2736.18
2736.7
2738.9
2740.33
2739.85
2733.47
2736.83
2735.59
2737.57
2736.45
2735.45
2737.27
2734.56
2733.34
2731.18
2728.41
2728.41
2726.94
2731.11
2729.01
2727.74
2725.68
2729.33
2725.13
2715.02
2715.77
2712.07
2712.87
2712.34
2713.43
2715.54
2718.22
2723.09
2723.75
2721.26
2721.32
2719.92
2720
2717.61
2712.84
2715.69
2719.32
2716.55
2717.64
2725.64
2732.32
2733.13
2731.82
2733.09
2731.98
2730.39
2726.74
2727.49
2726.72
2721.31
2712.67
2717.85
2719.63
2714.78
2715.64
2716.21
2717.22
2720.67
2723.01
2721.51
2721.64
2723.44
2725.44
2727.43
2723.92
2730.4
2745.66
2753.46
2754.45
2751.46
2758.25
2757.13
2751.94
2749.99
2747.06
2747.36
2748.1
2750.41
2750.31
2749.23
2740.31
2732.78
2731.8
2729.51
2699.85
2693.3
2700.14
2704.73
2689.15
2674.75
2678.35
2674.84
2676.67
2689.35
2696.76
2697.53
2690.35
2686.82
2686.87
2688.46
2693.12
2701.2
2697.48
2691.01
2692.12
2697.15
2696.83
2707.28
2707.93
2695.44
2692.92
2697.23
2701.85
2687.61
2696.53
2699.69
2701.16
2699.61
2709.14
2703.89
2693.33
2698.57
2702.37
2702.28
2704.15
2703.17
2699.29
2699.81
2707.09
2711.01
2714.58
2718.77
2715.97
2713.48
2710.77
2711.02
2703.96
2704.7
2703.94
2704.49
2704.12
2703.72
2704.77
2704.62
2706.6
2708.01
2714.72
2710.38
2711.61
2712.85
2711.18
2709.8
2711.84
2710.52
2713.41
2716.09
2707.74
2698.53
2704.02
2703.93
2705.4
2700.53
2703.97
2704.83
2703.4
2685.28
2684.4
2688.24
2690.13
2689.26
2690.83
2689.99
2686.6
2689.12
2688.55
2689.15
2687.73
2673.79
2661.43
2656.4
2658.48
2662.94
2686.21
2680.58
2681.12
2677.89
2678.38
2676.37
2668.64
2666.3
2665.62
2674.34
2683.44
2687.21
2691.27
2695.1
2694.68
2696.55
2691.86
2693.55
2688.47
2683.19
2687.68
2685.79
2683.61
2680.37
2682.51
2682.4
2682.43
2688.33
2695.14
2697.17
2701.83
2702.1
2704.59
2716.39
2721.96
2719.76
2716.99
2708.19
2708.88
2712.81
2715.69
2714.29
2712.47
2712.42
2713.02
2712.35
2711.07
2704.48
2700.84
2701.01
2702.94
2706.82
2706.72
2708.57
2708.73
2711.16
2708.44
2708.42
2715.02
2715.62
2712.74
2707.1
2711.65
2710.45
2708.96
2707.91
2712.38
2712.85
2709.91
2712.83
2712.4
2715.84
2719.95
2719.27
2713.98
2717.1
2719.26
2719.71
2719.54
2717.7
2716.45
2719.01
2716.18
2714.63
2715.87
2714.01
2715.56
2715.92
2717.08
2716.47
2712.26
2712.8
2711.7
2711.59
2712.27
2714.77
2710.18
2709.39
2709.16
2711.91
2715.7
2713.02
2713.19
2716.4
2712.8
2714.27
2714.94
2710.69
2712.59
2713.79
2712.07
2707.58
2711.04
2712.18
2713.77
2715.96
2718.96
2716.93
2718.52
2718.72
2718.98
2719.74
2720.02
2719.97
2719.37
2720
2719.94
2718.57
2714.9
2715.28
2715.7
2716.95
2719.32
2719.23
2719.92
2719.9
2719.88
2720.22
2722.77
2728.13
2729.06
2733.38
2739.77
2744.38
2741.63
2744.75
2743.49
2743.74
2743.42
2746.12
2746.36
2742.41
2742.88
2741.34
2742.4
2741.9
2740.79
2739.09
2741.01
2741.92
2741.96
2740.36
2741.98
2739.64
2739.47
2736.89
2738.32
2739.57
2739.55
2739.79
2739.73
2739.31
2739.12
2737.69
2735.53
2736.14
2735.79
2735.53
2736.25
2729.97
2732.13
2729.82
2727.92
2727.46
2731.75
2732.87
2734.96
2736.55
2735.79
2737.06
2739.87
2742.08
2741.72
2740.51
2738.74
2738.42
2739.68
2737.39
2736.01
2737.8
2736.02
2735.95
2737.66
2734.43
2734.94
2733.44
2734.38
2733.4
2732.51
2735.16
2738.13
2738.9
2741.61
2748.91
2752.72
2753.65
2755.6
2753.54
2751.31
2756.93
2757.68
2757.35
2765.52
2764.61
2762.21
2762.51
2764.63
2760.85
2759.38
2760.95
2761.99
2763.75
2765.36
2765.55
2766
2764.96