• 08-12-2023, 21:37:14
    #1
    Merhaba degerli forum uyeleri,

    Python ve kripto paralar ile hasir nesirim bir yandan trade ediyorum bir yandan da bunu otomatiklestiriyorum ve bu surecte de surekli bir yeni seyler ogreniyorum. Bu bilgileri harmanlama konusunda net olamiyorum o yuzden de bu bilgileri paylasip fikirlerinizi almak isterim.

    Suan verecegim ciktilarin hepsi ['BTCUSDT', 'ETHUSDT', 'BCHUSDT', 'XRPUSDT', 'EOSUSDT', 'LTCUSDT', 'TRXUSDT', 'ETCUSDT', 'LINKUSDT', 'XLMUSDT', 'ADAUSDT', 'XMRUSDT', 'DASHUSDT', 'ZECUSDT', 'XTZUSDT', 'BNBUSDT', 'ATOMUSDT', 'ONTUSDT', 'IOTAUSDT', 'BATUSDT'] paritelerinde ki futures market verileri uzerinden olacaktir. Vade araligi 1 gun ve son 1000 mum uzerinden.

    MARKET ANALIZI UZERINE:

    1: #MAX MIN degerler

    BTCUSDT nin MAKSIMUM degeri 67606.96 olarak, 2021-11-08 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 15773.0 olarak, 2022-11-21 03:00:00 tarihinde kaydedilmis.
    ETHUSDT nin MAKSIMUM degeri 4814.3 olarak, 2021-11-08 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 994.09 olarak, 2022-06-18 03:00:00 tarihinde kaydedilmis.
    BCHUSDT nin MAKSIMUM degeri 1549.01 olarak, 2021-05-11 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 89.03 olarak, 2022-11-09 03:00:00 tarihinde kaydedilmis.
    XRPUSDT nin MAKSIMUM degeri 1.8385 olarak, 2021-04-14 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 0.3072 olarak, 2022-06-18 03:00:00 tarihinde kaydedilmis.
    EOSUSDT nin MAKSIMUM degeri 14.527 olarak, 2021-05-11 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 0.534 olarak, 2023-10-18 03:00:00 tarihinde kaydedilmis.
    LTCUSDT nin MAKSIMUM degeri 388.49 olarak, 2021-05-09 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 43.44 olarak, 2022-06-13 03:00:00 tarihinde kaydedilmis.
    TRXUSDT nin MAKSIMUM degeri 0.16456 olarak, 2021-04-15 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 0.05002 olarak, 2022-11-17 03:00:00 tarihinde kaydedilmis.
    ETCUSDT nin MAKSIMUM degeri 133.969 olarak, 2021-05-06 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 11.081 olarak, 2021-03-25 03:00:00 tarihinde kaydedilmis.
    LINKUSDT nin MAKSIMUM degeri 52.311 olarak, 2021-05-09 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 5.129 olarak, 2023-06-19 03:00:00 tarihinde kaydedilmis.
    XLMUSDT nin MAKSIMUM degeri 0.73593 olarak, 2021-05-11 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 0.07105 olarak, 2022-12-31 03:00:00 tarihinde kaydedilmis.
    ADAUSDT nin MAKSIMUM degeri 2.967 olarak, 2021-09-03 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 0.2419 olarak, 2023-09-11 03:00:00 tarihinde kaydedilmis.
    XMRUSDT nin MAKSIMUM degeri 484.49 olarak, 2021-05-09 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 104.15 olarak, 2022-06-18 03:00:00 tarihinde kaydedilmis.
    DASHUSDT nin MAKSIMUM degeri 443.84 olarak, 2021-05-06 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 24.71 olarak, 2023-09-11 03:00:00 tarihinde kaydedilmis.
    ZECUSDT nin MAKSIMUM degeri 320.33 olarak, 2021-05-07 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 23.96 olarak, 2023-06-10 03:00:00 tarihinde kaydedilmis.
    XTZUSDT nin MAKSIMUM degeri 8.715 olarak, 2021-10-03 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 0.624 olarak, 2023-10-19 03:00:00 tarihinde kaydedilmis.
    BNBUSDT nin MAKSIMUM degeri 676.967 olarak, 2021-05-03 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 196.8 olarak, 2022-06-18 03:00:00 tarihinde kaydedilmis.
    ATOMUSDT nin MAKSIMUM degeri 44.27 olarak, 2021-09-19 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 6.076 olarak, 2022-06-18 03:00:00 tarihinde kaydedilmis.
    ONTUSDT nin MAKSIMUM degeri 2.6936 olarak, 2021-05-09 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 0.1484 olarak, 2022-12-28 03:00:00 tarihinde kaydedilmis.
    IOTAUSDT nin MAKSIMUM degeri 2.5145 olarak, 2021-04-16 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 0.1388 olarak, 2023-10-12 03:00:00 tarihinde kaydedilmis.
    BATUSDT nin MAKSIMUM degeri 1.7655 olarak, 2021-11-27 03:00:00 tarihinde kaydedilmis. MINIMUM degeri 0.1602 olarak, 2023-09-11 03:00:00 tarihinde kaydedilmis.

    2: #dusuk yuksek kapanis uzerinden karsilastirma -- (close - lowMin) / (highMax - lowMin)

    BTCUSDT nin
    high= 69198.7 2021-11-10 03:00:00 tarihinde
    low= 15443.2 2022-11-21 03:00:00 tarihinde
    close= 43730.6 2023-12-08 03:00:00 tarihinde
    yuzde= 52.62233631907433
    ETHUSDT nin
    high= 4877.54 2021-11-10 03:00:00 tarihinde
    low= 878.04 2022-06-18 03:00:00 tarihinde
    close= 2352.46 2023-12-08 03:00:00 tarihinde
    yuzde= 36.865108138517314
    BCHUSDT nin
    high= 1642.62 2021-05-12 03:00:00 tarihinde
    low= 86.99 2022-11-10 03:00:00 tarihinde
    close= 251.25 2023-12-08 03:00:00 tarihinde
    yuzde= 10.559066101836557
    XRPUSDT nin
    high= 1.977 2021-04-14 03:00:00 tarihinde
    low= 0.2868 2022-06-18 03:00:00 tarihinde
    close= 0.6645 2023-12-08 03:00:00 tarihinde
    yuzde= 22.34646787362442
    EOSUSDT nin
    high= 14.927 2021-05-12 03:00:00 tarihinde
    low= 0.512 2023-08-17 03:00:00 tarihinde
    close= 0.788 2023-12-08 03:00:00 tarihinde
    yuzde= 1.9146722164412073
    LTCUSDT nin
    high= 413.94 2021-05-10 03:00:00 tarihinde
    low= 40.29 2022-06-14 03:00:00 tarihinde
    close= 77.2 2023-12-08 03:00:00 tarihinde
    yuzde= 9.878228288505287
    TRXUSDT nin
    high= 0.18077 2021-04-17 03:00:00 tarihinde
    low= 0.04461 2022-11-14 03:00:00 tarihinde
    close= 0.10635 2023-12-08 03:00:00 tarihinde
    yuzde= 45.34371327849589
    ETCUSDT nin
    high= 179.0 2021-05-06 03:00:00 tarihinde
    low= 10.741 2021-03-25 03:00:00 tarihinde
    close= 21.958 2023-12-08 03:00:00 tarihinde
    yuzde= 6.666508180840251
    LINKUSDT nin
    high= 53.07 2021-05-10 03:00:00 tarihinde
    low= 4.689 2023-06-10 03:00:00 tarihinde
    close= 16.679 2023-12-08 03:00:00 tarihinde
    yuzde= 24.782455922779597
    XLMUSDT nin
    high= 0.79943 2021-05-16 03:00:00 tarihinde
    low= 0.07018 2022-12-29 03:00:00 tarihinde
    close= 0.13187 2023-12-08 03:00:00 tarihinde
    yuzde= 8.459376071306133
    ADAUSDT nin
    high= 3.1052 2021-09-02 03:00:00 tarihinde
    low= 0.2167 2023-06-10 03:00:00 tarihinde
    close= 0.5395 2023-12-08 03:00:00 tarihinde
    yuzde= 11.175350527955686
    XMRUSDT nin
    high= 521.0 2021-05-07 03:00:00 tarihinde
    low= 96.37 2022-06-18 03:00:00 tarihinde
    close= 173.44 2023-12-08 03:00:00 tarihinde
    yuzde= 18.14991875279655
    DASHUSDT nin
    high= 478.49 2021-05-07 03:00:00 tarihinde
    low= 22.5 2023-08-17 03:00:00 tarihinde
    close= 34.92 2023-12-08 03:00:00 tarihinde
    yuzde= 2.723743941753109
    ZECUSDT nin
    high= 372.62 2021-05-12 03:00:00 tarihinde
    low= 21.37 2023-06-10 03:00:00 tarihinde
    close= 33.21 2023-12-08 03:00:00 tarihinde
    yuzde= 3.3708185053380784
    XTZUSDT nin
    high= 9.177 2021-10-04 03:00:00 tarihinde
    low= 0.61 2023-08-17 03:00:00 tarihinde
    close= 0.936 2023-12-08 03:00:00 tarihinde
    yuzde= 3.8052994046924256
    BNBUSDT nin
    high= 692.9 2021-05-10 03:00:00 tarihinde
    low= 182.97 2022-06-18 03:00:00 tarihinde
    close= 235.4 2023-12-08 03:00:00 tarihinde
    yuzde= 10.281803384778305
    ATOMUSDT nin
    high= 44.789 2021-09-20 03:00:00 tarihinde
    low= 5.544 2022-06-18 03:00:00 tarihinde
    close= 10.53 2023-12-08 03:00:00 tarihinde
    yuzde= 12.704803159638168
    ONTUSDT nin
    high= 2.9672 2021-05-07 03:00:00 tarihinde
    low= 0.1389 2023-08-17 03:00:00 tarihinde
    close= 0.2408 2023-12-08 03:00:00 tarihinde
    yuzde= 3.6028709825690344
    IOTAUSDT nin
    high= 2.6864 2021-04-16 03:00:00 tarihinde
    low= 0.1299 2023-08-17 03:00:00 tarihinde
    close= 0.2936 2023-12-08 03:00:00 tarihinde
    yuzde= 6.403285742225702
    BATUSDT nin
    high= 1.93 2021-11-28 03:00:00 tarihinde
    low= 0.1468 2023-06-10 03:00:00 tarihinde
    close= 0.2509 2023-12-08 03:00:00 tarihinde
    yuzde= 5.837819650067295

    3: #kapanislar uzerinden karsilastirma -- (close - closeMin) / (closeMax - closeMin)

    BTCUSDT nin
    closeHigh= 67606.96 2021-11-08 03:00:00 tarihinde
    closeLow= 15773.0 2022-11-21 03:00:00 tarihinde
    close= 43730.6 2023-12-08 03:00:00 tarihinde
    yuzde= 53.93683986328654
    ETHUSDT nin
    closeHigh= 4814.3 2021-11-08 03:00:00 tarihinde
    closeLow= 994.09 2022-06-18 03:00:00 tarihinde
    close= 2352.46 2023-12-08 03:00:00 tarihinde
    yuzde= 35.55746935377898
    BCHUSDT nin
    closeHigh= 1549.01 2021-05-11 03:00:00 tarihinde
    closeLow= 89.03 2022-11-09 03:00:00 tarihinde
    close= 251.25 2023-12-08 03:00:00 tarihinde
    yuzde= 11.11111111111111
    XRPUSDT nin
    closeHigh= 1.8385 2021-04-14 03:00:00 tarihinde
    closeLow= 0.3072 2022-06-18 03:00:00 tarihinde
    close= 0.6645 2023-12-08 03:00:00 tarihinde
    yuzde= 23.33311565336642
    EOSUSDT nin
    closeHigh= 14.527 2021-05-11 03:00:00 tarihinde
    closeLow= 0.534 2023-10-18 03:00:00 tarihinde
    close= 0.788 2023-12-08 03:00:00 tarihinde
    yuzde= 1.8151933109411849
    LTCUSDT nin
    closeHigh= 388.49 2021-05-09 03:00:00 tarihinde
    closeLow= 43.44 2022-06-13 03:00:00 tarihinde
    close= 77.2 2023-12-08 03:00:00 tarihinde
    yuzde= 9.784089262425736
    TRXUSDT nin
    closeHigh= 0.16456 2021-04-15 03:00:00 tarihinde
    closeLow= 0.05002 2022-11-17 03:00:00 tarihinde
    close= 0.10635 2023-12-08 03:00:00 tarihinde
    yuzde= 49.17932599965078
    ETCUSDT nin
    closeHigh= 133.969 2021-05-06 03:00:00 tarihinde
    closeLow= 11.081 2021-03-25 03:00:00 tarihinde
    close= 21.958 2023-12-08 03:00:00 tarihinde
    yuzde= 8.851149013736084
    LINKUSDT nin
    closeHigh= 52.311 2021-05-09 03:00:00 tarihinde
    closeLow= 5.129 2023-06-19 03:00:00 tarihinde
    close= 16.679 2023-12-08 03:00:00 tarihinde
    yuzde= 24.47967445212157
    XLMUSDT nin
    closeHigh= 0.73593 2021-05-11 03:00:00 tarihinde
    closeLow= 0.07105 2022-12-31 03:00:00 tarihinde
    close= 0.13187 2023-12-08 03:00:00 tarihinde
    yuzde= 9.147515341114186
    ADAUSDT nin
    closeHigh= 2.967 2021-09-03 03:00:00 tarihinde
    closeLow= 0.2419 2023-09-11 03:00:00 tarihinde
    close= 0.5395 2023-12-08 03:00:00 tarihinde
    yuzde= 10.920700157792373
    XMRUSDT nin
    closeHigh= 484.49 2021-05-09 03:00:00 tarihinde
    closeLow= 104.15 2022-06-18 03:00:00 tarihinde
    close= 173.44 2023-12-08 03:00:00 tarihinde
    yuzde= 18.217910290792446
    DASHUSDT nin
    closeHigh= 443.84 2021-05-06 03:00:00 tarihinde
    closeLow= 24.71 2023-09-11 03:00:00 tarihinde
    close= 34.92 2023-12-08 03:00:00 tarihinde
    yuzde= 2.4359983775916785
    ZECUSDT nin
    closeHigh= 320.33 2021-05-07 03:00:00 tarihinde
    closeLow= 23.96 2023-06-10 03:00:00 tarihinde
    close= 33.21 2023-12-08 03:00:00 tarihinde
    yuzde= 3.1210986267166043
    XTZUSDT nin
    closeHigh= 8.715 2021-10-03 03:00:00 tarihinde
    closeLow= 0.624 2023-10-19 03:00:00 tarihinde
    close= 0.936 2023-12-08 03:00:00 tarihinde
    yuzde= 3.856136447905081
    BNBUSDT nin
    closeHigh= 676.967 2021-05-03 03:00:00 tarihinde
    closeLow= 196.8 2022-06-18 03:00:00 tarihinde
    close= 235.4 2023-12-08 03:00:00 tarihinde
    yuzde= 8.038869809878646
    ATOMUSDT nin
    closeHigh= 44.27 2021-09-19 03:00:00 tarihinde
    closeLow= 6.076 2022-06-18 03:00:00 tarihinde
    close= 10.53 2023-12-08 03:00:00 tarihinde
    yuzde= 11.661517515840183
    ONTUSDT nin
    closeHigh= 2.6936 2021-05-09 03:00:00 tarihinde
    closeLow= 0.1484 2022-12-28 03:00:00 tarihinde
    close= 0.2408 2023-12-08 03:00:00 tarihinde
    yuzde= 3.63036303630363
    IOTAUSDT nin
    closeHigh= 2.5145 2021-04-16 03:00:00 tarihinde
    closeLow= 0.1388 2023-10-12 03:00:00 tarihinde
    close= 0.2936 2023-12-08 03:00:00 tarihinde
    yuzde= 6.515974239171613
    BATUSDT nin
    closeHigh= 1.7655 2021-11-27 03:00:00 tarihinde
    closeLow= 0.1602 2023-09-11 03:00:00 tarihinde
    close= 0.2509 2023-12-08 03:00:00 tarihinde
    yuzde= 5.650034261508752

    4:
    #bu butun 5 li listeyi birbiri ile karsilastirdi. btc yi btc sonra btc eth vs vs diye.
    #sacilmalar ne kadar bir cizgi gibi ise hareketleri o kadar beraber oluyor ne kadar daginiksada o kadar ayri hareket ediyor demektir.




    5: 4 teki karsilastirmanin tum coinler icin olani




    PAIRS TRADING UZERINE OLAN KISIM:
    6: #korelasyon katsayilari
    #[1. 0.86 0.82 0.85 0.76 0.86 0.66 0.56 0.88 0.84 0.8 0.79 0.82 0.81
    0.87 0.77 0.74 0.81 0.87 0.85] ilk satiri koyuyorum bu BTC nin diger coinler ile katsayi korelasyonu, 2. si ETH ...seklinde devam ediyor. Dizi bakimindan da BTC - BTC , BTC - ETH, BTC - BCH, BTC - XRP, ...


    [[1. 0.86 0.82 0.85 0.76 0.86 0.66 0.56 0.88 0.84 0.8 0.79 0.82 0.81
    0.87 0.77 0.74 0.81 0.87 0.85]
    [0.86 1. 0.71 0.8 0.67 0.74 0.51 0.7 0.75 0.69 0.82 0.68 0.69 0.77
    0.82 0.88 0.82 0.62 0.75 0.79]
    [0.82 0.71 1. 0.91 0.96 0.95 0.68 0.8 0.96 0.96 0.82 0.94 0.95 0.86
    0.84 0.73 0.56 0.94 0.92 0.79]
    [0.85 0.8 0.91 1. 0.85 0.89 0.74 0.74 0.9 0.89 0.82 0.88 0.87 0.82
    0.84 0.8 0.67 0.85 0.87 0.77]
    [0.76 0.67 0.96 0.85 1. 0.94 0.57 0.83 0.94 0.97 0.84 0.92 0.97 0.88
    0.86 0.74 0.58 0.96 0.93 0.82]
    [0.86 0.74 0.95 0.89 0.94 1. 0.65 0.72 0.95 0.95 0.8 0.92 0.97 0.87
    0.86 0.81 0.64 0.95 0.94 0.84]
    [0.66 0.51 0.68 0.74 0.57 0.65 1. 0.4 0.66 0.64 0.46 0.67 0.59 0.5
    0.55 0.5 0.31 0.64 0.59 0.47]
    [0.56 0.7 0.8 0.74 0.83 0.72 0.4 1. 0.75 0.73 0.81 0.77 0.76 0.73
    0.71 0.67 0.52 0.7 0.69 0.6 ]
    [0.88 0.75 0.96 0.9 0.94 0.95 0.66 0.75 1. 0.97 0.86 0.92 0.96 0.88
    0.9 0.78 0.68 0.95 0.96 0.86]
    [0.84 0.69 0.96 0.89 0.97 0.95 0.64 0.73 0.97 1. 0.82 0.92 0.97 0.89
    0.88 0.74 0.6 0.98 0.96 0.86]
    [0.8 0.82 0.82 0.82 0.84 0.8 0.46 0.81 0.86 0.82 1. 0.78 0.85 0.78
    0.91 0.74 0.74 0.77 0.85 0.76]
    [0.79 0.68 0.94 0.88 0.92 0.92 0.67 0.77 0.92 0.92 0.78 1. 0.94 0.86
    0.82 0.75 0.56 0.92 0.88 0.76]
    [0.82 0.69 0.95 0.87 0.97 0.97 0.59 0.76 0.96 0.97 0.85 0.94 1. 0.91
    0.89 0.79 0.64 0.98 0.96 0.86]
    [0.81 0.77 0.86 0.82 0.88 0.87 0.5 0.73 0.88 0.89 0.78 0.86 0.91 1.
    0.87 0.87 0.71 0.89 0.92 0.94]
    [0.87 0.82 0.84 0.84 0.86 0.86 0.55 0.71 0.9 0.88 0.91 0.82 0.89 0.87
    1. 0.83 0.85 0.85 0.94 0.88]
    [0.77 0.88 0.73 0.8 0.74 0.81 0.5 0.67 0.78 0.74 0.74 0.75 0.79 0.87
    0.83 1. 0.79 0.73 0.82 0.87]
    [0.74 0.82 0.56 0.67 0.58 0.64 0.31 0.52 0.68 0.6 0.74 0.56 0.64 0.71
    0.85 0.79 1. 0.57 0.74 0.77]
    [0.81 0.62 0.94 0.85 0.96 0.95 0.64 0.7 0.95 0.98 0.77 0.92 0.98 0.89
    0.85 0.73 0.57 1. 0.95 0.85]
    [0.87 0.75 0.92 0.87 0.93 0.94 0.59 0.69 0.96 0.96 0.85 0.88 0.96 0.92
    0.94 0.82 0.74 0.95 1. 0.93]
    [0.85 0.79 0.79 0.77 0.82 0.84 0.47 0.6 0.86 0.86 0.76 0.76 0.86 0.94
    0.88 0.87 0.77 0.85 0.93 1. ]]


    6.1: #korelasyon katsayilarinda 1 e yakin en yuksek degeri bulmak istiyoruz o yuzden 1 leri degistiriyorum yani 1 den sonraki en yksek sayiyi bulmak icin ardindan 20 tane coinden hangi ikisinin birbiri ile en korele oldugunu buldum. buda 12 ve 17. coinler DASHUSDT - ONTUSDT --- alttaki ciktidaki 30 sira numarasi 294.84 dash close , 1.9355 sutunuda ont close


    DASHUSDT Close ONTUSDT Close
    30 294.84 1.9355
    31 305.99 1.9041
    32 327.51 2.0534
    33 379.38 2.3469
    34 357.05 2.2797
    35 317.58 2.3630
    36 294.09 2.1187
    37 317.44 2.0995
    38 295.22 1.8770
    39 276.07 1.6489
    40 262.51 1.5176
    41 246.22 1.3449
    42 247.24 1.3390
    43 278.58 1.5760
    44 293.18 1.7547
    45 289.09 1.7073
    46 286.88 1.6816
    47 319.96 1.8394
    48 322.63 1.8067
    49 315.65 1.8819
    50 343.11 1.9388
    51 361.16 1.7601
    52 397.54 2.1458
    53 443.84 2.6749
    54 405.06 2.4602
    55 409.72 2.4532
    56 407.38 2.6936
    57 371.36 2.3168
    58 427.10 2.5604
    59 358.77 2.0998
    60 357.64 2.1252
    61 371.46 2.1817
    62 336.74 1.9757
    63 331.68 1.9783
    64 294.76 1.8168
    65 304.87 1.8743
    66 189.33 1.1254
    67 226.75 1.6352
    68 188.20 1.2705
    69 178.05 1.1231
    70 149.75 0.9139
    71 201.14 1.1385
    72 195.05 1.1565
    73 213.93 1.3012
    74 205.00 1.2362
    75 183.07 1.0865
    76 176.74 1.0229
    77 181.72 1.0533
    78 197.38 1.1420
    79 191.32 1.1134
    80 202.43 1.1753
    81 210.37 1.2255
    82 191.20 1.1115
    83 185.17 1.0582
    84 185.45 1.1055
    85 172.38 0.9882
    86 166.07 0.9624
    87 176.81 1.0101
    88 170.15 0.9710
    89 165.60 0.9260
    90 163.50 0.8988
    91 172.55 0.9505
    92 177.84 0.9637
    93 171.94 0.9620
    94 164.49 0.9144
    95 163.92 0.9077
    96 155.31 0.8489
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    836 33.73 0.1888
    837 34.20 0.1920
    838 37.75 0.2043
    839 38.07 0.2129
    840 38.26 0.2048
    841 37.60 0.2037
    842 36.16 0.1997
    843 35.00 0.1944
    844 33.43 0.1864
    845 33.96 0.1903
    846 33.64 0.1852
    847 33.35 0.1922
    848 33.54 0.1940
    849 33.50 0.2093
    850 33.39 0.2006
    851 36.03 0.2089
    852 34.19 0.2046
    853 33.96 0.2075
    854 32.67 0.2044
    855 32.97 0.2074
    856 32.06 0.1972
    857 32.08 0.1993
    858 32.62 0.2012
    859 33.14 0.2007
    860 32.57 0.2004
    861 33.58 0.2063
    862 32.01 0.1939
    863 31.38 0.1927
    864 31.62 0.1930
    865 31.85 0.1902
    866 32.19 0.1925
    867 32.53 0.1962
    868 32.17 0.1943
    869 31.62 0.1937
    870 31.78 0.1960
    871 31.93 0.1877
    872 31.27 0.1872
    873 30.79 0.1883
    874 30.88 0.1885
    875 32.47 0.1905
    876 32.47 0.1857
    877 32.89 0.1862
    878 32.85 0.1884
    879 32.36 0.1885
    880 32.50 0.1959
    881 32.26 0.1967
    882 31.98 0.1982
    883 31.92 0.1950
    884 29.82 0.1848
    885 28.39 0.1782
    886 25.68 0.1582
    887 26.43 0.1632
    888 26.75 0.1637
    889 26.96 0.1628
    890 26.36 0.1572
    891 26.31 0.1590
    892 26.50 0.1646
    893 25.15 0.1637
    894 25.55 0.1631
    895 25.30 0.1596
    896 25.84 0.1588
    897 26.06 0.1604
    898 27.10 0.1660
    899 26.95 0.1623
    900 26.01 0.1550
    901 25.22 0.1506
    902 25.30 0.1526
    903 25.59 0.1533
    904 25.60 0.1533
    905 25.72 0.1651
    906 25.61 0.1663
    907 26.08 0.1666
    908 26.19 0.1638
    909 26.54 0.1614
    910 25.58 0.1572
    911 24.71 0.1498
    912 25.16 0.1525
    913 25.50 0.1571
    914 25.59 0.1609
    915 26.49 0.1646
    916 26.76 0.1674
    917 25.81 0.1633
    918 25.94 0.1644
    919 26.32 0.1696
    920 26.52 0.1700
    921 26.17 0.1732
    922 26.68 0.1778
    923 26.74 0.1761
    924 26.34 0.1654
    925 26.96 0.1658
    926 26.51 0.1665
    927 26.35 0.1628
    928 26.93 0.1665
    929 27.33 0.1692
    930 27.72 0.1723
    931 28.18 0.1767
    932 27.33 0.1690
    933 27.03 0.1673
    934 26.99 0.1664
    935 26.86 0.1639
    936 26.87 0.1678
    937 26.78 0.1680
    938 26.53 0.1707
    939 25.90 0.1626
    940 25.62 0.1624
    941 25.51 0.1589
    942 25.03 0.1586
    943 25.35 0.1596
    944 25.45 0.1623
    945 25.59 0.1636
    946 25.75 0.1653
    947 24.97 0.1666
    948 24.74 0.1656
    949 24.85 0.1639
    950 25.27 0.1702
    951 26.08 0.1737
    952 26.26 0.1801
    953 27.66 0.1872
    954 28.03 0.1862
    955 27.70 0.1867
    956 27.98 0.1893
    957 27.62 0.1936
    958 28.40 0.2097
    959 28.64 0.2070
    960 29.48 0.2030
    961 29.35 0.2123
    962 29.93 0.2256
    963 28.58 0.2173
    964 28.98 0.2312
    965 29.86 0.2271
    966 30.44 0.2213
    967 31.12 0.2250
    968 30.86 0.2304
    969 31.40 0.2341
    970 30.50 0.2313
    971 32.15 0.2376
    972 33.14 0.2356
    973 33.67 0.2372
    974 32.05 0.2264
    975 30.92 0.2201
    976 32.30 0.2314
    977 30.59 0.2235
    978 30.77 0.2233
    979 29.91 0.2194
    980 30.58 0.2227
    981 30.71 0.2224
    982 28.01 0.2010
    983 29.18 0.2122
    984 29.60 0.2181
    985 30.11 0.2177
    986 31.17 0.2213
    987 30.77 0.2203
    988 29.79 0.2146
    989 30.02 0.2204
    990 30.00 0.2263
    991 30.20 0.2241
    992 30.69 0.2250
    993 31.92 0.2282
    994 31.59 0.2275
    995 32.46 0.2315
    996 32.63 0.2329
    997 32.00 0.2332
    998 33.27 0.2393
    999 34.62 0.2415


    6.2: #kar ve kumulatif kar oranini hesapladim.
    kar; 31. satirdaki kapanisin 30. satirdaki kapanisa bolunmesinden cikan sonuctan 1 cikarilmasi ( (close31 / close30) - 1 ) sirasiyla tum satirlar icin yapiliyor.
    cumCar; 31. satirdaki kapanisin 30. satirdaki kapanisa bolunmesinden cikan sonuc ( close31 / close30 ) sirasiyla tum satirlar icin yapiliyor. Hepsi 30. satirdaki close degerine bolunerek bulunuyor cumCar da.


    DASHUSDT Close ONTUSDT Close DASHUSDT Kar DASHUSDT CumKar ONTUSDT Kar ONTUSDT CumKar
    30 294.84 1.9355 NaN 1.000000 NaN 1.000000
    31 305.99 1.9041 0.037817 1.037817 -0.016223 0.983777
    32 327.51 2.0534 0.070329 1.110806 0.078410 1.060914
    33 379.38 2.3469 0.158377 1.286732 0.142934 1.212555
    34 357.05 2.2797 -0.058859 1.210996 -0.028634 1.177835
    35 317.58 2.3630 -0.110545 1.077127 0.036540 1.220873
    36 294.09 2.1187 -0.073966 0.997456 -0.103386 1.094653
    37 317.44 2.0995 0.079397 1.076652 -0.009062 1.084733
    38 295.22 1.8770 -0.069997 1.001289 -0.105978 0.969775
    39 276.07 1.6489 -0.064867 0.936338 -0.121524 0.851925
    40 262.51 1.5176 -0.049118 0.890347 -0.079629 0.784087
    41 246.22 1.3449 -0.062055 0.835097 -0.113798 0.694859
    42 247.24 1.3390 0.004143 0.838557 -0.004387 0.691811
    43 278.58 1.5760 0.126759 0.944851 0.176998 0.814260
    44 293.18 1.7547 0.052409 0.994370 0.113388 0.906587
    45 289.09 1.7073 -0.013950 0.980498 -0.027013 0.882098
    46 286.88 1.6816 -0.007645 0.973002 -0.015053 0.868819
    47 319.96 1.8394 0.115310 1.085199 0.093839 0.950349
    48 322.63 1.8067 0.008345 1.094255 -0.017778 0.933454
    49 315.65 1.8819 -0.021635 1.070581 0.041623 0.972307
    50 343.11 1.9388 0.086995 1.163716 0.030235 1.001705
    51 361.16 1.7601 0.052607 1.224936 -0.092170 0.909377
    52 397.54 2.1458 0.100731 1.348325 0.219135 1.108654
    53 443.84 2.6749 0.116466 1.505359 0.246575 1.382020
    54 405.06 2.4602 -0.087374 1.373830 -0.080265 1.271093
    55 409.72 2.4532 0.011504 1.389635 -0.002845 1.267476
    56 407.38 2.6936 -0.005711 1.381699 0.097994 1.391682
    57 371.36 2.3168 -0.088419 1.259531 -0.139887 1.197003
    58 427.10 2.5604 0.150097 1.448582 0.105145 1.322862
    59 358.77 2.0998 -0.159986 1.216829 -0.179894 1.084888
    60 357.64 2.1252 -0.003150 1.212997 0.012096 1.098011
    61 371.46 2.1817 0.038642 1.259870 0.026586 1.127202
    62 336.74 1.9757 -0.093469 1.142111 -0.094422 1.020770
    63 331.68 1.9783 -0.015026 1.124949 0.001316 1.022113
    64 294.76 1.8168 -0.111312 0.999729 -0.081636 0.938672
    65 304.87 1.8743 0.034299 1.034018 0.031649 0.968380
    66 189.33 1.1254 -0.378981 0.642145 -0.399563 0.581452
    67 226.75 1.6352 0.197644 0.769061 0.452994 0.844846
    68 188.20 1.2705 -0.170011 0.638312 -0.223031 0.656420
    69 178.05 1.1231 -0.053932 0.603887 -0.116017 0.580263
    70 149.75 0.9139 -0.158944 0.507903 -0.186270 0.472178
    71 201.14 1.1385 0.343172 0.682201 0.245760 0.588220
    72 195.05 1.1565 -0.030277 0.661545 0.015810 0.597520
    73 213.93 1.3012 0.096796 0.725580 0.125119 0.672281
    74 205.00 1.2362 -0.041743 0.695292 -0.049954 0.638698
    75 183.07 1.0865 -0.106976 0.620913 -0.121097 0.561354
    76 176.74 1.0229 -0.034577 0.599444 -0.058537 0.528494
    77 181.72 1.0533 0.028177 0.616334 0.029719 0.544200
    78 197.38 1.1420 0.086177 0.669448 0.084212 0.590028
    79 191.32 1.1134 -0.030702 0.648894 -0.025044 0.575252
    80 202.43 1.1753 0.058070 0.686576 0.055595 0.607233
    81 210.37 1.2255 0.039223 0.713506 0.042712 0.633170
    82 191.20 1.1115 -0.091125 0.648487 -0.093023 0.574270
    83 185.17 1.0582 -0.031538 0.628036 -0.047953 0.546732
    84 185.45 1.1055 0.001512 0.628985 0.044699 0.571170
    85 172.38 0.9882 -0.070477 0.584656 -0.106106 0.510566
    86 166.07 0.9624 -0.036605 0.563255 -0.026108 0.497236
    87 176.81 1.0101 0.064672 0.599681 0.049564 0.521881
    88 170.15 0.9710 -0.037668 0.577093 -0.038709 0.501679
    89 165.60 0.9260 -0.026741 0.561661 -0.046344 0.478429
    90 163.50 0.8988 -0.012681 0.554538 -0.029374 0.464376
    91 172.55 0.9505 0.055352 0.585233 0.057521 0.491088
    92 177.84 0.9637 0.030658 0.603175 0.013887 0.497908
    93 171.94 0.9620 -0.033176 0.583164 -0.001764 0.497029
    94 164.49 0.9144 -0.043329 0.557896 -0.049480 0.472436
    95 163.92 0.9077 -0.003465 0.555963 -0.007327 0.468974
    96 155.31 0.8489 -0.052526 0.526760 -0.064779 0.438595
    97 150.85 0.8337 -0.028717 0.511633 -0.017906 0.430741
    98 153.29 0.8322 0.016175 0.519909 -0.001799 0.429966
    99 122.94 0.6210 -0.197991 0.416972 -0.253785 0.320847
    100 119.28 0.5819 -0.029771 0.404558 -0.062963 0.300646
    101 127.37 0.6260 0.067824 0.431997 0.075786 0.323431
    102 131.32 0.6596 0.031012 0.445394 0.053674 0.340790
    103 119.73 0.5973 -0.088258 0.406085 -0.094451 0.308602
    104 124.25 0.6113 0.037752 0.421415 0.023439 0.315836
    105 127.16 0.6291 0.023421 0.431285 0.029118 0.325032
    106 132.14 0.6563 0.039163 0.448175 0.043236 0.339086
    107 140.78 0.7181 0.065385 0.477479 0.094164 0.371015
    108 145.60 0.7488 0.034238 0.493827 0.042752 0.386877
    109 138.12 0.7009 -0.051374 0.468457 -0.063969 0.362129
    110 135.34 0.7084 -0.020127 0.459029 0.010701 0.366004
    111 138.74 0.7126 0.025122 0.470560 0.005929 0.368174
    112 140.14 0.7202 0.010091 0.475309 0.010665 0.372100
    113 132.35 0.7140 -0.055587 0.448888 -0.008609 0.368897
    114 134.88 0.7292 0.019116 0.457468 0.021289 0.376750
    115 135.05 0.7661 0.001260 0.458045 0.050603 0.395815
    116 126.45 0.7016 -0.063680 0.428877 -0.084193 0.362490
    117 128.33 0.6988 0.014868 0.435253 -0.003991 0.361044
    118 128.41 0.6880 0.000623 0.435524 -0.015455 0.355464
    119 128.35 0.7025 -0.000467 0.435321 0.021076 0.362955
    120 126.53 0.6914 -0.014180 0.429148 -0.015801 0.357220
    121 123.85 0.7137 -0.021181 0.420058 0.032253 0.368742
    122 123.06 0.6905 -0.006379 0.417379 -0.032507 0.356755
    123 122.84 0.6533 -0.001788 0.416633 -0.053874 0.337536
    124 114.71 0.6221 -0.066184 0.389058 -0.047758 0.321416
    125 116.04 0.6337 0.011594 0.393569 0.018647 0.327409
    126 115.75 0.6597 -0.002499 0.392586 0.041029 0.340842
    127 137.97 0.6045 0.191965 0.467949 -0.083674 0.312322
    128 125.11 0.5676 -0.093209 0.424332 -0.061042 0.293258
    129 138.96 0.6123 0.110703 0.471306 0.078753 0.316352
    130 142.16 0.6257 0.023028 0.482160 0.021885 0.323276
    131 142.76 0.6444 0.004221 0.484195 0.029887 0.332937
    132 140.78 0.6587 -0.013869 0.477479 0.022191 0.340325
    133 139.53 0.6691 -0.008879 0.473240 0.015789 0.345699
    134 142.14 0.6762 0.018706 0.482092 0.010611 0.349367
    135 145.94 0.7044 0.026734 0.494980 0.041704 0.363937
    136 152.72 0.7073 0.046457 0.517976 0.004117 0.365435
    137 164.37 0.7455 0.076283 0.557489 0.054008 0.385172
    138 165.30 0.8135 0.005658 0.560643 0.091214 0.420305
    139 163.67 0.8582 -0.009861 0.555115 0.054948 0.443400
    140 160.19 0.7992 -0.021262 0.543312 -0.068749 0.412917
    141 161.68 0.8188 0.009301 0.548365 0.024525 0.423043
    142 156.48 0.8211 -0.032162 0.530729 0.002809 0.424231
    143 161.64 0.8502 0.032975 0.548230 0.035440 0.439266
    144 164.56 0.8544 0.018065 0.558133 0.004940 0.441436
    145 167.37 0.8836 0.017076 0.567664 0.034176 0.456523
    146 170.45 0.9192 0.018402 0.578110 0.040290 0.474916
    147 161.60 0.8721 -0.051921 0.548094 -0.051240 0.450581
    148 179.19 0.9172 0.108849 0.607753 0.051714 0.473883
    149 175.99 0.9364 -0.017858 0.596900 0.020933 0.483803
    150 181.61 1.0183 0.031934 0.615961 0.087463 0.526117
    151 180.34 0.9711 -0.006993 0.611654 -0.046352 0.501731
    152 204.73 1.0685 0.135245 0.694377 0.100299 0.552054
    153 199.21 1.0856 -0.026962 0.675655 0.016004 0.560889
    154 216.29 1.1330 0.085739 0.733584 0.043662 0.585378
    155 201.46 1.0795 -0.068565 0.683286 -0.047220 0.557737
    156 194.73 1.0060 -0.033406 0.660460 -0.068087 0.519762
    157 209.95 0.9876 0.078160 0.712081 -0.018290 0.510256
    158 220.28 1.0540 0.049202 0.747117 0.067234 0.544562
    159 233.05 1.0901 0.057972 0.790429 0.034250 0.563214
    160 237.61 1.0723 0.019567 0.805895 -0.016329 0.554017
    161 255.74 1.1360 0.076302 0.867386 0.059405 0.586928
    162 270.82 1.1704 0.058966 0.918532 0.030282 0.604702
    163 248.37 1.0980 -0.082896 0.842389 -0.061859 0.567295
    164 264.72 1.1358 0.065829 0.897843 0.034426 0.586825
    165 232.22 1.0380 -0.122771 0.787614 -0.086107 0.536296
    166 242.39 1.0934 0.043795 0.822107 0.053372 0.564919
    167 236.83 1.0967 -0.022938 0.803249 0.003018 0.566624
    168 225.33 1.0764 -0.048558 0.764245 -0.018510 0.556135
    169 216.65 1.0246 -0.038521 0.734805 -0.048123 0.529372
    170 223.97 1.0440 0.033787 0.759632 0.018934 0.539396
    171 239.33 1.1122 0.068581 0.811728 0.065326 0.574632
    172 239.35 1.1667 0.000084 0.811796 0.049002 0.602790
    173 247.85 1.1902 0.035513 0.840625 0.020142 0.614932
    174 252.09 1.2321 0.017107 0.855006 0.035204 0.636580
    175 264.86 1.3263 0.050657 0.898318 0.076455 0.685249
    176 255.91 1.2919 -0.033791 0.867962 -0.025937 0.667476
    177 207.44 0.9936 -0.189403 0.703568 -0.230900 0.513356
    178 202.00 0.9960 -0.026224 0.685117 0.002415 0.514596
    179 202.61 1.0309 0.003020 0.687186 0.035040 0.532627
    180 193.06 0.9542 -0.047135 0.654796 -0.074401 0.492999
    181 194.13 0.9859 0.005542 0.658425 0.033222 0.509377
    182 203.60 1.0128 0.048782 0.690544 0.027285 0.523276
    183 196.70 0.9588 -0.033890 0.667142 -0.053318 0.495376
    184 205.79 1.0172 0.046213 0.697972 0.060909 0.525549
    185 209.20 1.0535 0.016570 0.709537 0.035686 0.544304
    186 208.34 1.0150 -0.004111 0.706621 -0.036545 0.524412
    187 199.38 1.0014 -0.043007 0.676231 -0.013399 0.517386
    188 199.49 1.0118 0.000552 0.676604 0.010385 0.522759
    189 193.07 0.9774 -0.032182 0.654830 -0.033999 0.504986
    190 170.10 0.8403 -0.118972 0.576923 -0.140270 0.434151
    191 157.37 0.7819 -0.074838 0.533747 -0.069499 0.403978
    192 175.45 0.8772 0.114888 0.595069 0.121883 0.453216
    193 184.45 0.8980 0.051297 0.625594 0.023712 0.463963
    194 165.49 0.8233 -0.102792 0.561287 -0.083185 0.425368
    195 164.24 0.8074 -0.007553 0.557048 -0.019313 0.417153
    196 161.99 0.7848 -0.013699 0.549417 -0.027991 0.405477
    197 153.52 0.7465 -0.052287 0.520689 -0.048802 0.385688
    198 147.16 0.7128 -0.041428 0.499118 -0.045144 0.368277
    199 152.49 0.7294 0.036219 0.517196 0.023288 0.376854
    200 166.19 0.7771 0.089842 0.563662 0.065396 0.401498
    201 176.75 0.8461 0.063542 0.599478 0.088792 0.437148
    202 177.60 0.8445 0.004809 0.602361 -0.001891 0.436321
    203 178.24 0.9053 0.003604 0.604531 0.071995 0.467734
    204 174.35 0.8663 -0.021825 0.591338 -0.043080 0.447585
    205 182.83 0.9176 0.048638 0.620099 0.059217 0.474089
    206 185.29 0.9295 0.013455 0.628443 0.012969 0.480238
    207 189.43 0.9430 0.022343 0.642484 0.014524 0.487213
    208 189.81 1.1270 0.002006 0.643773 0.195122 0.582278
    209 193.98 1.0233 0.021969 0.657916 -0.092014 0.528701
    210 182.28 0.9652 -0.060315 0.618234 -0.056777 0.498683
    211 182.96 0.9534 0.003731 0.620540 -0.012225 0.492586
    212 180.73 0.9265 -0.012188 0.612977 -0.028215 0.478688
    213 183.30 0.9772 0.014220 0.621693 0.054722 0.504882
    214 187.07 0.9649 0.020567 0.634480 -0.012587 0.498528
    215 194.33 0.9453 0.038809 0.659103 -0.020313 0.488401
    216 190.62 0.9631 -0.019091 0.646520 0.018830 0.497598
    217 186.43 0.9394 -0.021981 0.632309 -0.024608 0.485353
    218 186.84 0.9178 0.002199 0.633700 -0.022993 0.474193
    219 194.22 0.9227 0.039499 0.658730 0.005339 0.476724
    220 201.92 0.9660 0.039646 0.684846 0.046927 0.499096
    221 196.81 0.9878 -0.025307 0.667515 0.022567 0.510359
    222 195.66 0.9805 -0.005843 0.663614 -0.007390 0.506587
    223 198.09 0.9612 0.012420 0.671856 -0.019684 0.496616
    224 202.80 0.9470 0.023777 0.687831 -0.014773 0.489279
    225 209.03 0.9732 0.030720 0.708961 0.027666 0.502816
    226 198.74 0.9741 -0.049227 0.674061 0.000925 0.503281
    227 175.23 0.8522 -0.118295 0.594322 -0.125141 0.440300
    228 183.63 0.8913 0.047937 0.622812 0.045881 0.460501
    229 187.92 0.9286 0.023362 0.637363 0.041849 0.479773
    230 184.02 0.9974 -0.020754 0.624135 0.074090 0.515319
    231 193.00 1.0451 0.048799 0.654592 0.047824 0.539964
    232 189.38 1.0280 -0.018756 0.642314 -0.016362 0.531129
    233 200.40 1.0437 0.058190 0.679691 0.015272 0.539241
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    774 50.64 0.2430 0.017685 0.171754 0.023589 0.125549
    775 49.98 0.2405 -0.013033 0.169516 -0.010288 0.124257
    776 51.01 0.2428 0.020608 0.173009 0.009563 0.125446
    777 49.56 0.2361 -0.028426 0.168091 -0.027595 0.121984
    778 48.28 0.2285 -0.025827 0.163750 -0.032190 0.118057
    779 48.52 0.2317 0.004971 0.164564 0.014004 0.119711
    780 49.22 0.2351 0.014427 0.166938 0.014674 0.121467
    781 48.69 0.2289 -0.010768 0.165140 -0.026372 0.118264
    782 48.64 0.2338 -0.001027 0.164971 0.021407 0.120796
    783 45.35 0.2247 -0.067640 0.153812 -0.038922 0.116094
    784 45.41 0.2223 0.001323 0.154016 -0.010681 0.114854
    785 41.68 0.2045 -0.082140 0.141365 -0.080072 0.105657
    786 41.98 0.2066 0.007198 0.142382 0.010269 0.106742
    787 42.97 0.2133 0.023583 0.145740 0.032430 0.110204
    788 40.83 0.2021 -0.049802 0.138482 -0.052508 0.104417
    789 40.86 0.2013 0.000735 0.138584 -0.003958 0.104004
    790 40.60 0.1985 -0.006363 0.137702 -0.013910 0.102557
    791 41.19 0.2007 0.014532 0.139703 0.011083 0.103694
    792 41.96 0.2213 0.018694 0.142314 0.102641 0.114337
    793 43.19 0.2126 0.029314 0.146486 -0.039313 0.109842
    794 44.27 0.2188 0.025006 0.150149 0.029163 0.113046
    795 43.14 0.2202 -0.025525 0.146317 0.006399 0.113769
    796 44.48 0.2200 0.031062 0.150861 -0.000908 0.113666
    797 44.30 0.2194 -0.004047 0.150251 -0.002727 0.113356
    798 43.85 0.2157 -0.010158 0.148725 -0.016864 0.111444
    799 43.42 0.2275 -0.009806 0.147266 0.054706 0.117541
    800 43.36 0.2320 -0.001382 0.147063 0.019780 0.119866
    801 41.03 0.2316 -0.053736 0.139160 -0.001724 0.119659
    802 40.90 0.2180 -0.003168 0.138719 -0.058722 0.112632
    803 41.88 0.2228 0.023961 0.142043 0.022018 0.115112
    804 42.19 0.2320 0.007402 0.143095 0.041293 0.119866
    805 43.85 0.2375 0.039346 0.148725 0.023707 0.122707
    806 43.31 0.2325 -0.012315 0.146893 -0.021053 0.120124
    807 43.81 0.2332 0.011545 0.148589 0.003011 0.120486
    808 41.80 0.2224 -0.045880 0.141772 -0.046312 0.114906
    809 41.86 0.2198 0.001435 0.141975 -0.011691 0.113562
    810 42.66 0.2243 0.019111 0.144689 0.020473 0.115887
    811 42.57 0.2274 -0.002110 0.144383 0.013821 0.117489
    812 42.57 0.2246 0.000000 0.144383 -0.012313 0.116042
    813 39.04 0.2034 -0.082922 0.132411 -0.094390 0.105089
    814 40.06 0.2076 0.026127 0.135870 0.020649 0.107259
    815 38.44 0.1951 -0.040439 0.130376 -0.060212 0.100801
    816 38.76 0.1948 0.008325 0.131461 -0.001538 0.100646
    817 38.40 0.1926 -0.009288 0.130240 -0.011294 0.099509
    818 29.73 0.1601 -0.225781 0.100834 -0.168744 0.082718
    819 29.08 0.1609 -0.021863 0.098630 0.004997 0.083131
    820 29.09 0.1647 0.000344 0.098664 0.023617 0.085094
    821 29.66 0.1668 0.019594 0.100597 0.012750 0.086179
    822 29.01 0.1610 -0.021915 0.098392 -0.034772 0.083183
    823 29.66 0.1640 0.022406 0.100597 0.018634 0.084733
    824 30.59 0.1657 0.031355 0.103751 0.010366 0.085611
    825 31.10 0.1677 0.016672 0.105481 0.012070 0.086644
    826 30.20 0.1652 -0.028939 0.102428 -0.014908 0.085353
    827 30.81 0.1667 0.020199 0.104497 0.009080 0.086128
    828 32.75 0.1722 0.062967 0.111077 0.032993 0.088969
    829 33.41 0.1816 0.020153 0.113316 0.054588 0.093826
    830 32.87 0.1790 -0.016163 0.111484 -0.014317 0.092483
    831 34.68 0.1893 0.055065 0.117623 0.057542 0.097804
    832 35.07 0.1919 0.011246 0.118946 0.013735 0.099148
    833 35.36 0.1940 0.008269 0.119929 0.010943 0.100232
    834 36.01 0.1901 0.018382 0.122134 -0.020103 0.098218
    835 36.02 0.2085 0.000278 0.122168 0.096791 0.107724
    836 33.73 0.1888 -0.063576 0.114401 -0.094484 0.097546
    837 34.20 0.1920 0.013934 0.115995 0.016949 0.099199
    838 37.75 0.2043 0.103801 0.128036 0.064063 0.105554
    839 38.07 0.2129 0.008477 0.129121 0.042095 0.109997
    840 38.26 0.2048 0.004991 0.129765 -0.038046 0.105812
    841 37.60 0.2037 -0.017250 0.127527 -0.005371 0.105244
    842 36.16 0.1997 -0.038298 0.122643 -0.019637 0.103177
    843 35.00 0.1944 -0.032080 0.118708 -0.026540 0.100439
    844 33.43 0.1864 -0.044857 0.113384 -0.041152 0.096306
    845 33.96 0.1903 0.015854 0.115181 0.020923 0.098321
    846 33.64 0.1852 -0.009423 0.114096 -0.026800 0.095686
    847 33.35 0.1922 -0.008621 0.113112 0.037797 0.099303
    848 33.54 0.1940 0.005697 0.113757 0.009365 0.100232
    849 33.50 0.2093 -0.001193 0.113621 0.078866 0.108137
    850 33.39 0.2006 -0.003284 0.113248 -0.041567 0.103642
    851 36.03 0.2089 0.079066 0.122202 0.041376 0.107931
    852 34.19 0.2046 -0.051069 0.115961 -0.020584 0.105709
    853 33.96 0.2075 -0.006727 0.115181 0.014174 0.107207
    854 32.67 0.2044 -0.037986 0.110806 -0.014940 0.105606
    855 32.97 0.2074 0.009183 0.111823 0.014677 0.107156
    856 32.06 0.1972 -0.027601 0.108737 -0.049180 0.101886
    857 32.08 0.1993 0.000624 0.108805 0.010649 0.102971
    858 32.62 0.2012 0.016833 0.110636 0.009533 0.103952
    859 33.14 0.2007 0.015941 0.112400 -0.002485 0.103694
    860 32.57 0.2004 -0.017200 0.110467 -0.001495 0.103539
    861 33.58 0.2063 0.031010 0.113892 0.029441 0.106587
    862 32.01 0.1939 -0.046754 0.108567 -0.060107 0.100181
    863 31.38 0.1927 -0.019681 0.106431 -0.006189 0.099561
    864 31.62 0.1930 0.007648 0.107245 0.001557 0.099716
    865 31.85 0.1902 0.007274 0.108025 -0.014508 0.098269
    866 32.19 0.1925 0.010675 0.109178 0.012093 0.099458
    867 32.53 0.1962 0.010562 0.110331 0.019221 0.101369
    868 32.17 0.1943 -0.011067 0.109110 -0.009684 0.100387
    869 31.62 0.1937 -0.017097 0.107245 -0.003088 0.100077
    870 31.78 0.1960 0.005060 0.107787 0.011874 0.101266
    871 31.93 0.1877 0.004720 0.108296 -0.042347 0.096978
    872 31.27 0.1872 -0.020670 0.106058 -0.002664 0.096719
    873 30.79 0.1883 -0.015350 0.104430 0.005876 0.097288
    874 30.88 0.1885 0.002923 0.104735 0.001062 0.097391
    875 32.47 0.1905 0.051490 0.110128 0.010610 0.098424
    876 32.47 0.1857 0.000000 0.110128 -0.025197 0.095944
    877 32.89 0.1862 0.012935 0.111552 0.002693 0.096203
    878 32.85 0.1884 -0.001216 0.111416 0.011815 0.097339
    879 32.36 0.1885 -0.014916 0.109754 0.000531 0.097391
    880 32.50 0.1959 0.004326 0.110229 0.039257 0.101214
    881 32.26 0.1967 -0.007385 0.109415 0.004084 0.101627
    882 31.98 0.1982 -0.008679 0.108466 0.007626 0.102402
    883 31.92 0.1950 -0.001876 0.108262 -0.016145 0.100749
    884 29.82 0.1848 -0.065789 0.101140 -0.052308 0.095479
    885 28.39 0.1782 -0.047954 0.096290 -0.035714 0.092069
    886 25.68 0.1582 -0.095456 0.087098 -0.112233 0.081736
    887 26.43 0.1632 0.029206 0.089642 0.031606 0.084319
    888 26.75 0.1637 0.012107 0.090727 0.003064 0.084578
    889 26.96 0.1628 0.007850 0.091439 -0.005498 0.084113
    890 26.36 0.1572 -0.022255 0.089404 -0.034398 0.081219
    891 26.31 0.1590 -0.001897 0.089235 0.011450 0.082149
    892 26.50 0.1646 0.007222 0.089879 0.035220 0.085043
    893 25.15 0.1637 -0.050943 0.085301 -0.005468 0.084578
    894 25.55 0.1631 0.015905 0.086657 -0.003665 0.084268
    895 25.30 0.1596 -0.009785 0.085809 -0.021459 0.082459
    896 25.84 0.1588 0.021344 0.087641 -0.005013 0.082046
    897 26.06 0.1604 0.008514 0.088387 0.010076 0.082873
    898 27.10 0.1660 0.039908 0.091914 0.034913 0.085766
    899 26.95 0.1623 -0.005535 0.091406 -0.022289 0.083854
    900 26.01 0.1550 -0.034879 0.088217 -0.044978 0.080083
    901 25.22 0.1506 -0.030373 0.085538 -0.028387 0.077809
    902 25.30 0.1526 0.003172 0.085809 0.013280 0.078843
    903 25.59 0.1533 0.011462 0.086793 0.004587 0.079204
    904 25.60 0.1533 0.000391 0.086827 0.000000 0.079204
    905 25.72 0.1651 0.004687 0.087234 0.076973 0.085301
    906 25.61 0.1663 -0.004277 0.086861 0.007268 0.085921
    907 26.08 0.1666 0.018352 0.088455 0.001804 0.086076
    908 26.19 0.1638 0.004218 0.088828 -0.016807 0.084629
    909 26.54 0.1614 0.013364 0.090015 -0.014652 0.083389
    910 25.58 0.1572 -0.036172 0.086759 -0.026022 0.081219
    911 24.71 0.1498 -0.034011 0.083808 -0.047074 0.077396
    912 25.16 0.1525 0.018211 0.085334 0.018024 0.078791
    913 25.50 0.1571 0.013514 0.086488 0.030164 0.081168
    914 25.59 0.1609 0.003529 0.086793 0.024188 0.083131
    915 26.49 0.1646 0.035170 0.089845 0.022996 0.085043
    916 26.76 0.1674 0.010193 0.090761 0.017011 0.086489
    917 25.81 0.1633 -0.035501 0.087539 -0.024492 0.084371
    918 25.94 0.1644 0.005037 0.087980 0.006736 0.084939
    919 26.32 0.1696 0.014649 0.089269 0.031630 0.087626
    920 26.52 0.1700 0.007599 0.089947 0.002358 0.087833
    921 26.17 0.1732 -0.013198 0.088760 0.018824 0.089486
    922 26.68 0.1778 0.019488 0.090490 0.026559 0.091863
    923 26.74 0.1761 0.002249 0.090693 -0.009561 0.090984
    924 26.34 0.1654 -0.014959 0.089337 -0.060761 0.085456
    925 26.96 0.1658 0.023538 0.091439 0.002418 0.085663
    926 26.51 0.1665 -0.016691 0.089913 0.004222 0.086024
    927 26.35 0.1628 -0.006035 0.089371 -0.022222 0.084113
    928 26.93 0.1665 0.022011 0.091338 0.022727 0.086024
    929 27.33 0.1692 0.014853 0.092694 0.016216 0.087419
    930 27.72 0.1723 0.014270 0.094017 0.018322 0.089021
    931 28.18 0.1767 0.016595 0.095577 0.025537 0.091294
    932 27.33 0.1690 -0.030163 0.092694 -0.043577 0.087316
    933 27.03 0.1673 -0.010977 0.091677 -0.010059 0.086438
    934 26.99 0.1664 -0.001480 0.091541 -0.005380 0.085973
    935 26.86 0.1639 -0.004817 0.091100 -0.015024 0.084681
    936 26.87 0.1678 0.000372 0.091134 0.023795 0.086696
    937 26.78 0.1680 -0.003349 0.090829 0.001192 0.086799
    938 26.53 0.1707 -0.009335 0.089981 0.016071 0.088194
    939 25.90 0.1626 -0.023747 0.087844 -0.047452 0.084009
    940 25.62 0.1624 -0.010811 0.086895 -0.001230 0.083906
    941 25.51 0.1589 -0.004294 0.086522 -0.021552 0.082098
    942 25.03 0.1586 -0.018816 0.084894 -0.001888 0.081943
    943 25.35 0.1596 0.012785 0.085979 0.006305 0.082459
    944 25.45 0.1623 0.003945 0.086318 0.016917 0.083854
    945 25.59 0.1636 0.005501 0.086793 0.008010 0.084526
    946 25.75 0.1653 0.006252 0.087336 0.010391 0.085404
    947 24.97 0.1666 -0.030291 0.084690 0.007864 0.086076
    948 24.74 0.1656 -0.009211 0.083910 -0.006002 0.085559
    949 24.85 0.1639 0.004446 0.084283 -0.010266 0.084681
    950 25.27 0.1702 0.016901 0.085708 0.038438 0.087936
    951 26.08 0.1737 0.032054 0.088455 0.020564 0.089744
    952 26.26 0.1801 0.006902 0.089065 0.036845 0.093051
    953 27.66 0.1872 0.053313 0.093814 0.039423 0.096719
    954 28.03 0.1862 0.013377 0.095069 -0.005342 0.096203
    955 27.70 0.1867 -0.011773 0.093949 0.002685 0.096461
    956 27.98 0.1893 0.010108 0.094899 0.013926 0.097804
    957 27.62 0.1936 -0.012866 0.093678 0.022715 0.100026
    958 28.40 0.2097 0.028240 0.096323 0.083161 0.108344
    959 28.64 0.2070 0.008451 0.097137 -0.012876 0.106949
    960 29.48 0.2030 0.029330 0.099986 -0.019324 0.104882
    961 29.35 0.2123 -0.004410 0.099546 0.045813 0.109687
    962 29.93 0.2256 0.019761 0.101513 0.062647 0.116559
    963 28.58 0.2173 -0.045105 0.096934 -0.036791 0.112271
    964 28.98 0.2312 0.013996 0.098291 0.063967 0.119452
    965 29.86 0.2271 0.030366 0.101275 -0.017734 0.117334
    966 30.44 0.2213 0.019424 0.103242 -0.025539 0.114337
    967 31.12 0.2250 0.022339 0.105549 0.016719 0.116249
    968 30.86 0.2304 -0.008355 0.104667 0.024000 0.119039
    969 31.40 0.2341 0.017498 0.106498 0.016059 0.120951
    970 30.50 0.2313 -0.028662 0.103446 -0.011961 0.119504
    971 32.15 0.2376 0.054098 0.109042 0.027237 0.122759
    972 33.14 0.2356 0.030793 0.112400 -0.008418 0.121726
    973 33.67 0.2372 0.015993 0.114198 0.006791 0.122552
    974 32.05 0.2264 -0.048114 0.108703 -0.045531 0.116972
    975 30.92 0.2201 -0.035257 0.104870 -0.027827 0.113717
    976 32.30 0.2314 0.044631 0.109551 0.051340 0.119556
    977 30.59 0.2235 -0.052941 0.103751 -0.034140 0.115474
    978 30.77 0.2233 0.005884 0.104362 -0.000895 0.115371
    979 29.91 0.2194 -0.027949 0.101445 -0.017465 0.113356
    980 30.58 0.2227 0.022401 0.103717 0.015041 0.115061
    981 30.71 0.2224 0.004251 0.104158 -0.001347 0.114906
    982 28.01 0.2010 -0.087919 0.095001 -0.096223 0.103849
    983 29.18 0.2122 0.041771 0.098969 0.055721 0.109636
    984 29.60 0.2181 0.014393 0.100393 0.027804 0.112684
    985 30.11 0.2177 0.017230 0.102123 -0.001834 0.112477
    986 31.17 0.2213 0.035204 0.105718 0.016537 0.114337
    987 30.77 0.2203 -0.012833 0.104362 -0.004519 0.113821
    988 29.79 0.2146 -0.031849 0.101038 -0.025874 0.110876
    989 30.02 0.2204 0.007721 0.101818 0.027027 0.113872
    990 30.00 0.2263 -0.000666 0.101750 0.026770 0.116921
    991 30.20 0.2241 0.006667 0.102428 -0.009722 0.115784
    992 30.69 0.2250 0.016225 0.104090 0.004016 0.116249
    993 31.92 0.2282 0.040078 0.108262 0.014222 0.117902
    994 31.59 0.2275 -0.010338 0.107143 -0.003067 0.117541
    995 32.46 0.2315 0.027540 0.110094 0.017582 0.119607
    996 32.63 0.2329 0.005237 0.110670 0.006048 0.120331
    997 32.00 0.2332 -0.019307 0.108533 0.001288 0.120486
    998 33.27 0.2393 0.039688 0.112841 0.026158 0.123637
    999 34.62 0.2415 0.040577 0.117420 0.009193 0.124774


    6.3: #zScore larini hesapladim. 0 oldugu noktada %50 %50 , -1 e yaklastiginda ONT un %+, 1 e yaklastiginda DASH %+





    6.4: #zScore haraketli ortalama ile hesaplanmasi ve fast slow slowStd (standart sapma) degerleri

    DASHUSDT Close ONTUSDT Close DASHUSDT Kar DASHUSDT CumKar ONTUSDT Kar ONTUSDT CumKar aciklik fast slow slowstd zscore
    30 294.84 1.9355 NaN 1.000000 NaN 1.000000 292.9045 292.9045 234.948557 30.797524 1.881838
    31 305.99 1.9041 0.037817 1.037817 -0.016223 0.983777 304.0859 304.0859 237.737457 33.135906 2.002313
    32 327.51 2.0534 0.070329 1.110806 0.078410 1.060914 325.4566 325.4566 241.161637 36.652783 2.299824
    33 379.38 2.3469 0.158377 1.286732 0.142934 1.212555 377.0331 377.0331 246.113060 44.148795 2.965427
    34 357.05 2.2797 -0.058859 1.210996 -0.028634 1.177835 354.7703 354.7703 250.445960 48.178040 2.165392
    35 317.58 2.3630 -0.110545 1.077127 0.036540 1.220873 315.2170 315.2170 253.468073 49.327708 1.251810
    36 294.09 2.1187 -0.073966 0.997456 -0.103386 1.094653 291.9713 291.9713 255.654480 49.538816 0.733098
    37 317.44 2.0995 0.079397 1.076652 -0.009062 1.084733 315.3405 315.3405 258.833677 50.225069 1.125072
    38 295.22 1.8770 -0.069997 1.001289 -0.105978 0.969775 293.3430 293.3430 261.762517 49.563916 0.637167
    39 276.07 1.6489 -0.064867 0.936338 -0.121524 0.851925 274.4211 274.4211 264.051180 48.461796 0.213981
    40 262.51 1.5176 -0.049118 0.890347 -0.079629 0.784087 260.9924 260.9924 266.427330 46.394439 -0.117146
    41 246.22 1.3449 -0.062055 0.835097 -0.113798 0.694859 244.8751 244.8751 268.322273 44.190421 -0.530594
    42 247.24 1.3390 0.004143 0.838557 -0.004387 0.691811 245.9010 245.9010 269.770193 42.642634 -0.559750
    43 278.58 1.5760 0.126759 0.944851 0.176998 0.814260 277.0040 277.0040 272.323857 40.589230 0.115305
    44 293.18 1.7547 0.052409 0.994370 0.113388 0.906587 291.4253 291.4253 275.151990 38.765393 0.419790
    45 289.09 1.7073 -0.013950 0.980498 -0.027013 0.882098 287.3827 287.3827 277.613170 37.024058 0.263870
    46 286.88 1.6816 -0.007645 0.973002 -0.015053 0.868819 285.1984 285.1984 279.954087 35.096777 0.149424
    47 319.96 1.8394 0.115310 1.085199 0.093839 0.950349 318.1206 318.1206 283.185307 33.942784 1.029241
    48 322.63 1.8067 0.008345 1.094255 -0.017778 0.933454 320.8233 320.8233 286.143823 33.193425 1.044769
    49 315.65 1.8819 -0.021635 1.070581 0.041623 0.972307 313.7681 313.7681 288.530877 32.488499 0.776805
    50 343.11 1.9388 0.086995 1.163716 0.030235 1.001705 341.1712 341.1712 292.520353 31.298456 1.554417
    51 361.16 1.7601 0.052607 1.224936 -0.092170 0.909377 359.3999 359.3999 295.515887 33.261506 1.920659
    52 397.54 2.1458 0.100731 1.348325 0.219135 1.108654 395.3942 395.3942 299.614723 37.610605 2.546608
    53 443.84 2.6749 0.116466 1.505359 0.246575 1.382020 441.1651 441.1651 305.165273 45.300192 3.002191
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    57 371.36 2.3168 -0.088419 1.259531 -0.139887 1.197003 369.0432 369.0432 322.499903 51.789189 0.898707
    58 427.10 2.5604 0.150097 1.448582 0.105145 1.322862 424.5396 424.5396 327.139077 54.510005 1.786838
    59 358.77 2.0998 -0.159986 1.216829 -0.179894 1.084888 356.6702 356.6702 329.732353 53.982594 0.499010
    60 357.64 2.1252 -0.003150 1.212997 0.012096 1.098011 355.5148 355.5148 331.819363 53.719343 0.441097
    61 371.46 2.1817 0.038642 1.259870 0.026586 1.127202 369.2783 369.2783 333.992443 53.877136 0.654932
    62 336.74 1.9757 -0.093469 1.142111 -0.094422 1.020770 334.7643 334.7643 334.302700 53.853080 0.008571
    63 331.68 1.9783 -0.015026 1.124949 0.001316 1.022113 329.7017 329.7017 332.724987 53.247982 -0.056777
    64 294.76 1.8168 -0.111312 0.999729 -0.081636 0.938672 292.9432 292.9432 330.664083 53.560876 -0.704262
    65 304.87 1.8743 0.034299 1.034018 0.031649 0.968380 302.9957 302.9957 330.256707 53.728630 -0.507383
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    67 226.75 1.6352 0.197644 0.769061 0.452994 0.844846 225.1148 225.1148 323.790293 62.147523 -1.587762
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    69 178.05 1.1231 -0.053932 0.603887 -0.116017 0.580263 176.9269 176.9269 316.993370 71.331320 -1.963604
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    73 213.93 1.3012 0.096796 0.725580 0.125119 0.672281 212.6288 212.6288 307.879617 82.646697 -1.152506
    74 205.00 1.2362 -0.041743 0.695292 -0.049954 0.638698 203.7638 203.7638 304.957567 84.770894 -1.193732
    75 183.07 1.0865 -0.106976 0.620913 -0.121097 0.561354 181.9835 181.9835 301.444260 87.659308 -1.362785
    76 176.74 1.0229 -0.034577 0.599444 -0.058537 0.528494 175.7171 175.7171 297.794883 90.588940 -1.347601
    77 181.72 1.0533 0.028177 0.616334 0.029719 0.544200 180.6667 180.6667 293.213087 92.970225 -1.210564
    78 197.38 1.1420 0.086177 0.669448 0.084212 0.590028 196.2380 196.2380 289.060243 94.464895 -0.982611
    79 191.32 1.1134 -0.030702 0.648894 -0.025044 0.575252 190.2066 190.2066 284.941527 96.031160 -0.986502
    80 202.43 1.1753 0.058070 0.686576 0.055595 0.607233 201.2547 201.2547 280.277643 96.602042 -0.818026
    81 210.37 1.2255 0.039223 0.713506 0.042712 0.633170 209.1445 209.1445 275.269130 96.252849 -0.686989
    82 191.20 1.1115 -0.091125 0.648487 -0.093023 0.574270 190.0885 190.0885 268.425607 94.703605 -0.827182
    83 185.17 1.0582 -0.031538 0.628036 -0.047953 0.546732 184.1118 184.1118 259.857163 90.050130 -0.841147
    84 185.45 1.1055 0.001512 0.628985 0.044699 0.571170 184.3445 184.3445 252.581987 86.880934 -0.785414
    85 172.38 0.9882 -0.070477 0.584656 -0.106106 0.510566 171.3918 171.3918 244.719487 82.985353 -0.883622
    86 166.07 0.9624 -0.036605 0.563255 -0.026108 0.497236 165.1076 165.1076 236.733527 78.464986 -0.912839
    87 176.81 1.0101 0.064672 0.599681 0.049564 0.521881 175.7999 175.7999 230.292083 75.088031 -0.725711
    88 170.15 0.9710 -0.037668 0.577093 -0.038709 0.501679 169.1790 169.1790 221.780063 66.264162 -0.793809
    89 165.60 0.9260 -0.026741 0.561661 -0.046344 0.478429 164.6740 164.6740 215.380190 61.916027 -0.818951
    90 163.50 0.8988 -0.012681 0.554538 -0.029374 0.464376 162.6012 162.6012 208.949737 56.654314 -0.818094
    91 172.55 0.9505 0.055352 0.585233 0.057521 0.491088 171.5995 171.5995 202.360443 48.233933 -0.637745
    92 177.84 0.9637 0.030658 0.603175 0.013887 0.497908 176.8763 176.8763 197.097510 41.421535 -0.488181
    93 171.94 0.9620 -0.033176 0.583164 -0.001764 0.497029 170.9780 170.9780 191.806720 33.226052 -0.626879
    94 164.49 0.9144 -0.043329 0.557896 -0.049480 0.472436 163.5756 163.5756 187.494467 27.559146 -0.867910
    95 163.92 0.9077 -0.003465 0.555963 -0.007327 0.468974 163.0123 163.0123 182.828353 17.252038 -1.148621
    96 155.31 0.8489 -0.052526 0.526760 -0.064779 0.438595 154.4611 154.4611 181.703570 17.974306 -1.515634
    97 150.85 0.8337 -0.028717 0.511633 -0.017906 0.430741 150.0163 150.0163 179.200287 16.918415 -1.724983
    98 153.29 0.8322 0.016175 0.519909 -0.001799 0.429966 152.4578 152.4578 178.051230 17.534754 -1.459583
    99 122.94 0.6210 -0.197991 0.416972 -0.253785 0.320847 122.3190 122.3190 176.230967 20.275666 -2.658949
    100 119.28 0.5819 -0.029771 0.404558 -0.062963 0.300646 118.6981 118.6981 175.226367 22.323061 -2.532281
    101 127.37 0.6260 0.067824 0.431997 0.075786 0.323431 126.7440 126.7440 172.784450 23.495485 -1.959545
    102 131.32 0.6596 0.031012 0.445394 0.053674 0.340790 130.6604 130.6604 170.676680 24.357013 -1.642906
    103 119.73 0.5973 -0.088258 0.406085 -0.094451 0.308602 119.1327 119.1327 167.560143 24.781860 -1.954149
    104 124.25 0.6113 0.037752 0.421415 0.023439 0.315836 123.6387 123.6387 164.889307 25.061623 -1.645967
    105 127.16 0.6291 0.023421 0.431285 0.029118 0.325032 126.5309 126.5309 163.040887 25.791685 -1.415572
    106 132.14 0.6563 0.039163 0.448175 0.043236 0.339086 131.4837 131.4837 161.566440 26.301350 -1.143772
    107 140.78 0.7181 0.065385 0.477479 0.094164 0.371015 140.0619 140.0619 160.212947 26.329305 -0.765347
    108 145.60 0.7488 0.034238 0.493827 0.042752 0.386877 144.8512 144.8512 158.500053 25.565262 -0.533883
    109 138.12 0.7009 -0.051374 0.468457 -0.063969 0.362129 137.4191 137.4191 156.740470 25.120477 -0.769148
    110 135.34 0.7084 -0.020127 0.459029 0.010701 0.366004 134.6316 134.6316 154.519700 23.967970 -0.829778
    111 138.74 0.7126 0.025122 0.470560 0.005929 0.368174 138.0274 138.0274 152.149130 21.797645 -0.647856
    112 140.14 0.7202 0.010091 0.475309 0.010665 0.372100 139.4198 139.4198 150.460173 20.691532 -0.533570
    113 132.35 0.7140 -0.055587 0.448888 -0.008609 0.368897 131.6360 131.6360 148.710980 19.953544 -0.855737
    114 134.88 0.7292 0.019116 0.457468 0.021289 0.376750 134.1508 134.1508 147.037857 18.941329 -0.680367
    115 135.05 0.7661 0.001260 0.458045 0.050603 0.395815 134.2839 134.2839 145.800927 18.502649 -0.622453
    116 126.45 0.7016 -0.063680 0.428877 -0.084193 0.362490 125.7484 125.7484 144.488953 18.481874 -1.013996
    117 128.33 0.6988 0.014868 0.435253 -0.003991 0.361044 127.6312 127.6312 142.883330 17.745595 -0.859488
    118 128.41 0.6880 0.000623 0.435524 -0.015455 0.355464 127.7220 127.7220 141.501430 17.234081 -0.799545
    119 128.35 0.7025 -0.000467 0.435321 0.021076 0.362955 127.6475 127.6475 140.267213 16.838643 -0.749450
    120 126.53 0.6914 -0.014180 0.429148 -0.015801 0.357220 125.8386 125.8386 139.041793 16.491362 -0.800613
    121 123.85 0.7137 -0.021181 0.420058 0.032253 0.368742 123.1363 123.1363 137.426353 15.538247 -0.919670
    122 123.06 0.6905 -0.006379 0.417379 -0.032507 0.356755 122.3695 122.3695 135.609460 13.862694 -0.955078
    123 122.84 0.6533 -0.001788 0.416633 -0.053874 0.337536 122.1867 122.1867 133.983083 12.349701 -0.955196
    124 114.71 0.6221 -0.066184 0.389058 -0.047758 0.321416 114.0879 114.0879 132.333493 11.539146 -1.581191
    125 116.04 0.6337 0.011594 0.393569 0.018647 0.327409 115.4063 115.4063 130.746627 10.390980 -1.476312
    126 115.75 0.6597 -0.002499 0.392586 0.041029 0.340842 115.0903 115.0903 129.434267 9.759658 -1.469720
    127 137.97 0.6045 0.191965 0.467949 -0.083674 0.312322 137.3655 137.3655 129.012573 9.090022 0.918912
    128 125.11 0.5676 -0.093209 0.424332 -0.061042 0.293258 124.5424 124.5424 128.082060 7.966643 -0.444310
    129 138.96 0.6123 0.110703 0.471306 0.078753 0.316352 138.3477 138.3477 128.616350 8.103131 1.200937
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    131 142.76 0.6444 0.004221 0.484195 0.029887 0.332937 142.1156 142.1156 129.889943 8.515150 1.435753
    132 140.78 0.6587 -0.013869 0.477479 0.022191 0.340325 140.1213 140.1213 130.205307 8.717460 1.137487
    133 139.53 0.6691 -0.008879 0.473240 0.015789 0.345699 138.8609 138.8609 130.862913 8.596656 0.930360
    134 142.14 0.6762 0.018706 0.482092 0.010611 0.349367 141.4638 141.4638 131.457083 8.695562 1.150784
    135 145.94 0.7044 0.026734 0.494980 0.041704 0.363937 145.2356 145.2356 132.080573 8.995572 1.462389
    136 152.72 0.7073 0.046457 0.517976 0.004117 0.365435 152.0127 152.0127 132.764873 9.701714 1.983961
    137 164.37 0.7455 0.076283 0.557489 0.054008 0.385172 163.6245 163.6245 133.550293 11.157397 2.695450
    138 165.30 0.8135 0.005658 0.560643 0.091214 0.420305 164.4865 164.4865 134.204803 12.354846 2.450997
    139 163.67 0.8582 -0.009861 0.555115 0.054948 0.443400 162.8118 162.8118 135.051227 13.407615 2.070508
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    141 161.68 0.8188 0.009301 0.548365 0.024525 0.423043 160.8612 160.8612 136.637660 14.840756 1.632231
    142 156.48 0.8211 -0.032162 0.530729 0.002809 0.424231 155.6589 155.6589 137.178963 15.236605 1.212864
    143 161.64 0.8502 0.032975 0.548230 0.035440 0.439266 160.7898 160.7898 138.150757 15.790532 1.433710
    144 164.56 0.8544 0.018065 0.558133 0.004940 0.441436 163.7056 163.7056 139.135917 16.440929 1.494422
    145 167.37 0.8836 0.017076 0.567664 0.034176 0.456523 166.4864 166.4864 140.209333 17.149203 1.532262
    146 170.45 0.9192 0.018402 0.578110 0.040290 0.474916 169.5308 169.5308 141.668747 17.729280 1.571528
    147 161.60 0.8721 -0.051921 0.548094 -0.051240 0.450581 160.7279 160.7279 142.771970 17.854951 1.005656
    148 179.19 0.9172 0.108849 0.607753 0.051714 0.473883 178.2728 178.2728 144.456997 18.748615 1.803643
    149 175.99 0.9364 -0.017858 0.596900 0.020933 0.483803 175.0536 175.0536 146.037200 19.273430 1.505513
    150 181.61 1.0183 0.031934 0.615961 0.087463 0.526117 180.5917 180.5917 147.862303 19.877720 1.646537
    151 180.34 0.9711 -0.006993 0.611654 -0.046352 0.501731 179.3689 179.3689 149.736723 20.115593 1.473095
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    154 216.29 1.1330 0.085739 0.733584 0.043662 0.585378 215.1570 215.1570 158.346683 23.679459 2.399139
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    157 209.95 0.9876 0.078160 0.712081 -0.018290 0.510256 208.9624 208.9624 166.186843 23.372464 1.830169
    158 220.28 1.0540 0.049202 0.747117 0.067234 0.544562 219.2260 219.2260 169.342963 23.940983 2.083583
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    160 237.61 1.0723 0.019567 0.805895 -0.016329 0.554017 236.5377 236.5377 175.630150 27.629365 2.204450
    161 255.74 1.1360 0.076302 0.867386 0.059405 0.586928 254.6040 254.6040 179.379763 30.416607 2.473130
    162 270.82 1.1704 0.058966 0.918532 0.030282 0.604702 269.6496 269.6496 183.697373 33.670868 2.552718
    163 248.37 1.0980 -0.082896 0.842389 -0.061859 0.567295 247.2720 247.2720 187.311077 34.500250 1.737985
    164 264.72 1.1358 0.065829 0.897843 0.034426 0.586825 263.5842 263.5842 191.381757 36.072845 2.001573
    165 232.22 1.0380 -0.122771 0.787614 -0.086107 0.536296 231.1820 231.1820 194.246637 35.692470 1.034822
    166 242.39 1.0934 0.043795 0.822107 0.053372 0.564919 241.2966 241.2966 197.222767 35.771735 1.232085
    167 236.83 1.0967 -0.022938 0.803249 0.003018 0.566624 235.7333 235.7333 199.626393 35.858817 1.006919
    168 225.33 1.0764 -0.048558 0.764245 -0.018510 0.556135 224.2536 224.2536 201.618630 35.497647 0.637647
    169 216.65 1.0246 -0.038521 0.734805 -0.048123 0.529372 215.6254 215.6254 203.379083 34.809654 0.351808
    170 223.97 1.0440 0.033787 0.759632 0.018934 0.539396 222.9260 222.9260 205.496923 33.963573 0.513170
    171 239.33 1.1122 0.068581 0.811728 0.065326 0.574632 238.2178 238.2178 208.075477 33.389573 0.902747
    172 239.35 1.1667 0.000084 0.811796 0.049002 0.602790 238.1833 238.1833 210.826290 32.304061 0.846860
    173 247.85 1.1902 0.035513 0.840625 0.020142 0.614932 246.6598 246.6598 213.688623 31.512242 1.046297
    174 252.09 1.2321 0.017107 0.855006 0.035204 0.636580 250.8579 250.8579 216.593700 30.753575 1.114153
    175 264.86 1.3263 0.050657 0.898318 0.076455 0.685249 263.5337 263.5337 219.828610 30.403250 1.437514
    176 255.91 1.2919 -0.033791 0.867962 -0.025937 0.667476 254.6181 254.6181 222.664853 29.504811 1.082984
    177 207.44 0.9936 -0.189403 0.703568 -0.230900 0.513356 206.4464 206.4464 224.188803 27.293211 -0.650067
    178 202.00 0.9960 -0.026224 0.685117 0.002415 0.514596 201.0040 201.0040 224.946510 26.270931 -0.911369
    179 202.61 1.0309 0.003020 0.687186 0.035040 0.532627 201.5791 201.5791 225.830693 24.946822 -0.972132
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    181 194.13 0.9859 0.005542 0.658425 0.033222 0.509377 193.1441 193.1441 226.673670 23.508745 -1.426259
    182 203.60 1.0128 0.048782 0.690544 0.027285 0.523276 202.5872 202.5872 226.637860 23.545797 -1.021442
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    184 205.79 1.0172 0.046213 0.697972 0.060909 0.525549 204.7728 204.7728 226.212280 23.896440 -0.897183
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    188 199.49 1.0118 0.000552 0.676604 0.010385 0.522759 198.4782 198.4782 225.880127 24.007689 -1.141381
    189 193.07 0.9774 -0.032182 0.654830 -0.033999 0.504986 192.0926 192.0926 224.551217 24.751425 -1.311384
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    191 157.37 0.7819 -0.074838 0.533747 -0.069499 0.403978 156.5881 156.5881 219.041420 28.457417 -2.194624
    192 175.45 0.8772 0.114888 0.595069 0.121883 0.453216 174.5728 174.5728 215.872193 27.916046 -1.479414
    193 184.45 0.8980 0.051297 0.625594 0.023712 0.463963 183.5520 183.5520 213.748193 27.868638 -1.083519
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    195 164.24 0.8074 -0.007553 0.557048 -0.019313 0.417153 163.4326 163.4326 208.192630 28.617771 -1.564064
    196 161.99 0.7848 -0.013699 0.549417 -0.027991 0.405477 161.2052 161.2052 205.522917 29.153844 -1.520133
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    199 152.49 0.7294 0.036219 0.517196 0.023288 0.376854 151.7606 151.7606 198.035217 32.570213 -1.420765
    200 166.19 0.7771 0.089842 0.563662 0.065396 0.401498 165.4129 165.4129 196.118113 32.746756 -0.937657
    201 176.75 0.8461 0.063542 0.599478 0.088792 0.437148 175.9039 175.9039 194.040983 31.950904 -0.567655
    202 177.60 0.8445 0.004809 0.602361 -0.001891 0.436321 176.7555 176.7555 191.993390 30.977974 -0.491894
    203 178.24 0.9053 0.003604 0.604531 0.071995 0.467734 177.3347 177.3347 189.682553 29.299684 -0.421433
    204 174.35 0.8663 -0.021825 0.591338 -0.043080 0.447585 173.4837 173.4837 187.103413 27.047911 -0.503540
    205 182.83 0.9176 0.048638 0.620099 0.059217 0.474089 181.9124 181.9124 184.382703 22.878528 -0.107975
    206 185.29 0.9295 0.013455 0.628443 0.012969 0.480238 184.3605 184.3605 182.040783 18.645362 0.124413
    207 189.43 0.9430 0.022343 0.642484 0.014524 0.487213 188.4870 188.4870 181.442137 18.115534 0.388885
    208 189.81 1.1270 0.002006 0.643773 0.195122 0.582278 188.6830 188.6830 181.031437 17.793556 0.430019
    209 193.98 1.0233 0.021969 0.657916 -0.092014 0.528701 192.9567 192.9567 180.744023 17.517711 0.697162
    210 182.28 0.9652 -0.060315 0.618234 -0.056777 0.498683 181.3148 181.3148 180.384323 17.386667 0.053517
    211 182.96 0.9534 0.003731 0.620540 -0.012225 0.492586 182.0066 182.0066 180.013073 17.222955 0.115748
    212 180.73 0.9265 -0.012188 0.612977 -0.028215 0.478688 179.8035 179.8035 179.253617 16.687208 0.032952
    213 183.30 0.9772 0.014220 0.621693 0.054722 0.504882 182.3228 182.3228 178.806337 16.407528 0.214320
    214 187.07 0.9649 0.020567 0.634480 -0.012587 0.498528 186.1051 186.1051 178.184080 15.728736 0.503602
    215 194.33 0.9453 0.038809 0.659103 -0.020313 0.488401 193.3847 193.3847 177.692020 14.971754 1.048152
    216 190.62 0.9631 -0.019091 0.646520 0.018830 0.497598 189.6569 189.6569 177.103083 14.087276 0.891146
    217 186.43 0.9394 -0.021981 0.632309 -0.024608 0.485353 185.4906 185.4906 176.673483 13.604328 0.648111
    218 186.84 0.9178 0.002199 0.633700 -0.022993 0.474193 185.9222 185.9222 176.254950 13.093948 0.738299
    219 194.22 0.9227 0.039499 0.658730 0.005339 0.476724 193.2973 193.2973 176.295107 13.145938 1.293342
    220 201.92 0.9660 0.039646 0.684846 0.046927 0.499096 200.9540 200.9540 177.351583 13.817449 1.708160
    221 196.81 0.9878 -0.025307 0.667515 0.022567 0.510359 195.8222 195.8222 178.659387 13.640034 1.258268
    222 195.66 0.9805 -0.005843 0.663614 -0.007390 0.506587 194.6795 194.6795 179.329610 13.923354 1.102456
    223 198.09 0.9612 0.012420 0.671856 -0.019684 0.496616 197.1288 197.1288 179.782170 14.281374 1.214633
    224 202.80 0.9470 0.023777 0.687831 -0.014773 0.489279 201.8530 201.8530 181.021713 14.535713 1.433111
    225 209.03 0.9732 0.030720 0.708961 0.027666 0.502816 208.0568 208.0568 182.509187 14.951028 1.708753
    226 198.74 0.9741 -0.049227 0.674061 0.000925 0.503281 197.7659 197.7659 183.727877 14.641480 0.958784
    227 175.23 0.8522 -0.118295 0.594322 -0.125141 0.440300 174.3778 174.3778 184.448020 13.557676 -0.742769
    228 183.63 0.8913 0.047937 0.622812 0.045881 0.460501 182.7387 182.7387 185.657737 11.515303 -0.253492
    229 187.92 0.9286 0.023362 0.637363 0.041849 0.479773 186.9914 186.9914 186.832097 9.571605 0.016643
    230 184.02 0.9974 -0.020754 0.624135 0.074090 0.515319 183.0226 183.0226 187.419087 8.714330 -0.504512
    231 193.00 1.0451 0.048799 0.654592 0.047824 0.539964 191.9549 191.9549 187.954120 8.472335 0.472217
    232 189.38 1.0280 -0.018756 0.642314 -0.016362 0.531129 188.3520 188.3520 188.340670 8.204077 0.001381
    233 200.40 1.0437 0.058190 0.679691 0.015272 0.539241 199.3563 199.3563 189.074723 8.170484 1.258380
    234 202.20 1.0742 0.008982 0.685796 0.029223 0.554999 201.1258 201.1258 189.996127 7.905970 1.407756
    235 199.01 1.1266 -0.015776 0.674976 0.048780 0.582072 197.8834 197.8834 190.528493 7.880544 0.933299
    236 194.61 1.1276 -0.022109 0.660053 0.000888 0.582588 193.4824 193.4824 190.832557 7.810016 0.339288
    237 191.38 1.0671 -0.016597 0.649098 -0.053654 0.551330 190.3129 190.3129 190.893420 7.798212 -0.074443
    238 194.13 1.0644 0.014369 0.658425 -0.002530 0.549935 193.0656 193.0656 191.039507 7.796426 0.259875
    239 212.18 1.0845 0.092979 0.719645 0.018884 0.560320 211.0955 211.0955 191.644133 8.611027 2.258891
    240 234.58 1.1960 0.105571 0.795618 0.102812 0.617928 233.3840 233.3840 193.379773 11.288523 3.543796
    241 217.29 1.0683 -0.073706 0.736976 -0.106773 0.551950 216.2217 216.2217 194.520277 11.815936 1.836623
    242 231.93 1.0638 0.067375 0.786630 -0.004212 0.549625 230.8662 230.8662 196.222367 13.217547 2.621049
    243 221.55 1.0441 -0.044755 0.751425 -0.018519 0.539447 220.5059 220.5059 197.495137 13.663817 1.684066
    244 229.02 1.0752 0.033717 0.776760 0.029786 0.555515 227.9448 227.9448 198.889793 14.566605 1.994631
    245 229.30 1.1136 0.001223 0.777710 0.035714 0.575355 228.1864 228.1864 200.049850 15.470781 1.818690
    246 224.71 1.0618 -0.020017 0.762142 -0.046516 0.548592 223.6482 223.6482 201.182893 15.921534 1.411001
    247 198.52 0.9884 -0.116550 0.673314 -0.069128 0.510669 197.5316 197.5316 201.584260 15.661960 -0.258758
    248 189.44 1.0060 -0.045738 0.642518 0.017807 0.519762 188.4340 188.4340 201.667987 15.581855 -0.849320
    249 175.63 0.9219 -0.072899 0.595679 -0.083598 0.476311 174.7081 174.7081 201.048347 16.280177 -1.617934
    250 189.45 0.9702 0.078688 0.642552 0.052392 0.501266 188.4798 188.4798 200.632540 16.441173 -0.739165
    251 193.84 0.9873 0.023172 0.657441 0.017625 0.510101 192.8527 192.8527 200.533557 16.480025 -0.466071
    252 207.28 0.9831 0.069336 0.703025 -0.004254 0.507931 206.2969 206.2969 200.920803 16.474215 0.326334
    253 198.01 0.9451 -0.044722 0.671585 -0.038653 0.488298 197.0649 197.0649 200.918673 16.474726 -0.233920
    254 187.73 1.0015 -0.051917 0.636718 0.059676 0.517437 186.7285 186.7285 200.414523 16.675343 -0.820734
    255 204.27 0.9553 0.088105 0.692816 -0.046131 0.493568 203.3147 203.3147 200.256453 16.622795 0.183979
    256 214.94 1.0197 0.052235 0.729006 0.067413 0.526841 213.9203 213.9203 200.794933 16.800042 0.781270
    257 183.72 0.9702 -0.145250 0.623118 -0.048544 0.501266 182.7498 182.7498 201.074000 16.411126 -1.116572
    258 182.58 1.0436 -0.006205 0.619251 0.075655 0.539189 181.5364 181.5364 201.033923 16.458844 -1.184623
    259 178.66 0.9899 -0.021470 0.605956 -0.051456 0.511444 177.6701 177.6701 200.723213 16.817163 -1.370809
    260 182.08 1.0487 0.019143 0.617555 0.059400 0.541824 181.0313 181.0313 200.656837 16.893194 -1.161742
    261 180.11 0.9809 -0.010819 0.610874 -0.064651 0.506794 179.1291 179.1291 200.229310 17.278905 -1.221154
    262 178.36 0.9743 -0.009716 0.604938 -0.006729 0.503384 177.3857 177.3857 199.863767 17.650835 -1.273485
    263 176.14 1.0048 -0.012447 0.597409 0.031305 0.519142 175.1352 175.1352 199.056397 18.219634 -1.312935
    264 167.13 0.9487 -0.051152 0.566850 -0.055832 0.490158 166.1813 166.1813 197.891580 19.174770 -1.653750
    265 142.48 0.7909 -0.147490 0.483245 -0.166333 0.408628 141.6891 141.6891 196.018437 21.747724 -2.498162
    266 134.44 0.7322 -0.056429 0.455976 -0.074219 0.378300 133.7078 133.7078 194.025950 24.546244 -2.457327
    267 137.20 0.7567 0.020530 0.465337 0.033461 0.390958 136.4433 136.4433 192.230297 26.702879 -2.089175
    268 138.19 0.7608 0.007216 0.468695 0.005418 0.393077 137.4292 137.4292 190.375750 28.513488 -1.856895
    269 147.57 0.8071 0.067878 0.500509 0.060857 0.416998 146.7629 146.7629 188.231330 29.309506 -1.414846
    270 135.97 0.7137 -0.078607 0.461165 -0.115723 0.368742 135.2563 135.2563 184.960407 29.571065 -1.680836
    271 132.87 0.6869 -0.022799 0.450651 -0.037551 0.354895 132.1831 132.1831 182.159120 30.474268 -1.639942
    272 140.55 0.7364 0.057801 0.476699 0.072063 0.380470 139.8136 139.8136 179.124033 29.986295 -1.310947
    273 138.11 0.7252 -0.017360 0.468424 -0.015209 0.374684 137.3848 137.3848 176.353330 29.870733 -1.304572
    274 126.26 0.6531 -0.085801 0.428232 -0.099421 0.337432 125.6069 125.6069 172.942067 29.618249 -1.598176
    275 131.48 0.6756 0.041343 0.445937 0.034451 0.349057 130.8044 130.8044 169.696000 28.676265 -1.356230
    276 134.10 0.6969 0.019927 0.454823 0.031528 0.360062 133.4031 133.4031 166.687830 27.532037 -1.208945
    277 130.29 0.6737 -0.028412 0.441901 -0.033290 0.348075 129.6163 129.6163 164.423987 27.700112 -1.256590
    278 128.22 0.6711 -0.015888 0.434880 -0.003859 0.346732 127.5489 127.5489 162.394483 28.107745 -1.239715
    279 129.53 0.6803 0.010217 0.439323 0.013709 0.351485 128.8497 128.8497 160.865870 28.656613 -1.117235
    280 128.98 0.6902 -0.004246 0.437458 0.014552 0.356600 128.2898 128.2898 158.859537 28.763454 -1.062798
    281 127.17 0.6727 -0.014033 0.431319 -0.025355 0.347559 126.4973 126.4973 156.647690 28.610200 -1.053834
    282 133.54 0.7004 0.050090 0.452924 0.041177 0.361870 132.8396 132.8396 154.199113 27.329206 -0.781564
    283 135.09 0.7107 0.011607 0.458181 0.014706 0.367192 134.3793 134.3793 152.109593 26.316407 -0.673735
    284 146.65 0.7478 0.085573 0.497388 0.052202 0.386360 145.9022 145.9022 150.748717 25.507638 -0.190003
    285 149.39 0.7393 0.018684 0.506682 -0.011367 0.381968 148.6507 148.6507 148.926583 23.496267 -0.011742
    286 149.97 0.7421 0.003882 0.508649 0.003787 0.383415 149.2279 149.2279 146.770170 20.040104 0.122641
    287 149.06 0.7485 -0.006068 0.505562 0.008624 0.386722 148.3115 148.3115 145.622227 18.859623 0.142594
    288 150.93 0.7551 0.012545 0.511905 0.008818 0.390132 150.1749 150.1749 144.576843 17.629315 0.317542
    289 134.68 0.6897 -0.107666 0.456790 -0.086611 0.356342 133.9903 133.9903 143.120850 16.574080 -0.550893
    290 133.38 0.6570 -0.009653 0.452381 -0.047412 0.339447 132.7230 132.7230 141.510573 15.039519 -0.584299
    291 133.01 0.6683 -0.002774 0.451126 0.017199 0.345285 132.3417 132.3417 139.950993 13.333097 -0.570707
    292 133.59 0.6565 0.004361 0.453093 -0.017657 0.339189 132.9335 132.9335 138.469253 11.352342 -0.487631
    293 138.14 0.6752 0.034059 0.468525 0.028484 0.348850 137.4648 137.4648 137.213573 8.995611 0.027928
    294 141.95 0.7025 0.027581 0.481448 0.040432 0.362955 141.2475 141.2475 136.382447 7.199449 0.675754
    295 139.17 0.6859 -0.019584 0.472019 -0.023630 0.354379 138.4841 138.4841 136.275613 7.141534 0.309245
    296 134.72 0.6730 -0.031975 0.456926 -0.018807 0.347714 134.0470 134.0470 136.286920 7.137596 -0.313820
    297 122.57 0.6299 -0.090187 0.415717 -0.064042 0.325446 121.9401 121.9401 135.803480 7.602650 -1.823493
    298 124.29 0.6273 0.014033 0.421551 -0.004128 0.324102 123.6627 123.6627 135.344597 7.910374 -1.476782
    299 134.63 0.6149 0.083193 0.456621 -0.019767 0.317696 134.0151 134.0151 134.919670 7.612648 -0.118825
    300 141.93 0.5888 0.054223 0.481380 -0.042446 0.304211 141.3412 141.3412 135.122500 7.702459 0.807366
    301 152.99 0.6110 0.077926 0.518892 0.037704 0.315681 152.3790 152.3790 135.795697 8.296362 1.998864
    302 147.91 0.5867 -0.033205 0.501662 -0.039771 0.303126 147.3233 147.3233 136.046020 8.531729 1.321805
    303 141.58 0.6117 -0.042796 0.480193 0.042611 0.316042 140.9683 140.9683 136.165470 8.576089 0.560026
    304 143.37 0.6374 0.012643 0.486264 0.042014 0.329321 142.7326 142.7326 136.736327 8.417546 0.712354
    305 141.46 0.6112 -0.013322 0.479786 -0.041104 0.315784 140.8488 140.8488 137.071140 8.373108 0.451166
    306 141.09 0.6216 -0.002616 0.478531 0.017016 0.321157 140.4684 140.4684 137.306650 8.365739 0.377940
    307 141.41 0.6463 0.002268 0.479616 0.039736 0.333919 140.7637 140.7637 137.678230 8.259267 0.373577
    308 137.38 0.6505 -0.028499 0.465948 0.006499 0.336089 136.7295 136.7295 137.984250 8.038135 -0.156100
    309 135.68 0.6223 -0.012374 0.460182 -0.043351 0.321519 135.0577 135.0577 138.191183 7.873081 -0.398000
    310 130.53 0.6154 -0.037957 0.442715 -0.011088 0.317954 129.9146 129.9146 138.245343 7.807939 -1.066958
    311 126.61 0.5927 -0.030031 0.429419 -0.036887 0.306226 126.0173 126.0173 138.229343 7.833293 -1.558992
    312 120.99 0.5688 -0.044388 0.410358 -0.040324 0.293878 120.4212 120.4212 137.815397 8.433092 -2.062612
    313 105.59 0.4955 -0.127283 0.358126 -0.128868 0.256006 105.0945 105.0945 136.839237 10.326828 -3.074007
    314 96.94 0.4542 -0.081921 0.328788 -0.083350 0.234668 96.4858 96.4858 135.192023 12.536184 -3.087560
    315 99.44 0.4699 0.025789 0.337268 0.034566 0.242780 98.9701 98.9701 133.536003 13.903784 -2.486079
    316 90.37 0.4452 -0.091211 0.306505 -0.052564 0.230018 89.9248 89.9248 131.559233 15.696050 -2.652542
    317 89.41 0.4524 -0.010623 0.303249 0.016173 0.233738 88.9576 88.9576 129.580770 17.182032 -2.364282
    318 92.99 0.4564 0.040040 0.315391 0.008842 0.235805 92.5336 92.5336 127.659393 18.002939 -1.951114
    319 91.61 0.4616 -0.014840 0.310711 0.011394 0.238491 91.1484 91.1484 126.231330 19.146315 -1.832359
    320 95.43 0.4721 0.041699 0.323667 0.022747 0.243916 94.9579 94.9579 124.972493 19.930228 -1.505983
    321 96.52 0.4825 0.011422 0.327364 0.022029 0.249290 96.0375 96.0375 123.762353 20.559586 -1.348512
    322 92.69 0.4745 -0.039681 0.314374 -0.016580 0.245156 92.2155 92.2155 122.405087 21.265181 -1.419672
    323 94.10 0.4842 0.015212 0.319156 0.020443 0.250168 93.6158 93.6158 120.943453 21.696946 -1.259516
    324 97.19 0.4986 0.032837 0.329636 0.029740 0.257608 96.6914 96.6914 119.458250 21.783970 -1.045119
    325 92.81 0.4805 -0.045066 0.314781 -0.036302 0.248256 92.3295 92.3295 117.919763 22.022463 -1.162007
    326 95.09 0.4980 0.024566 0.322514 0.036420 0.257298 94.5920 94.5920 116.604597 22.203514 -0.991401
    327 102.90 0.5592 0.082133 0.349003 0.122892 0.288918 102.3408 102.3408 115.951287 22.329097 -0.609540
    328 103.49 0.5553 0.005734 0.351004 -0.006974 0.286903 102.9347 102.9347 115.260353 22.402826 -0.550183
    329 108.64 0.5695 0.049763 0.368471 0.025572 0.294239 108.0705 108.0705 114.395533 22.153250 -0.285513
    330 115.79 0.5857 0.065814 0.392721 0.028446 0.302609 115.2043 115.2043 113.524303 21.563093 0.077911
    331 112.71 0.5966 -0.026600 0.382275 0.018610 0.308241 112.1134 112.1134 112.182117 20.275943 -0.003389
    332 114.91 0.5855 0.019519 0.389737 -0.018605 0.302506 114.3245 114.3245 111.082157 19.168663 0.169148
    333 111.56 0.5866 -0.029153 0.378375 0.001879 0.303074 110.9734 110.9734 110.082327 18.319513 0.048641
    334 103.94 0.5384 -0.068304 0.352530 -0.082168 0.278171 103.4016 103.4016 108.771293 17.280205 -0.310742
    335 103.98 0.5472 0.000385 0.352666 0.016345 0.282718 103.4328 103.4328 107.524093 16.201774 -0.252521
    336 101.87 0.5520 -0.020292 0.345509 0.008772 0.285198 101.3180 101.3180 106.219080 14.987953 -0.327001
    337 103.70 0.5386 0.017964 0.351716 -0.024275 0.278274 103.1614 103.1614 104.965670 13.497651 -0.133673
    338 109.27 0.5887 0.053713 0.370608 0.093019 0.304159 108.6813 108.6813 104.030730 12.123008 0.383615
    339 115.28 0.5918 0.055001 0.390992 0.005266 0.305761 114.6882 114.6882 103.351747 10.826422 1.047110
    340 104.59 0.5387 -0.092731 0.354735 -0.089726 0.278326 104.0513 104.0513 102.489637 9.598380 0.162701
    341 105.19 0.5561 0.005737 0.356770 0.032300 0.287316 104.6339 104.6339 101.776857 8.524899 0.335141
    342 102.37 0.5377 -0.026809 0.347205 -0.033088 0.277809 101.8323 101.8323 101.157227 7.764678 0.086942
    343 97.92 0.5070 -0.043470 0.332112 -0.057095 0.261948 97.4130 97.4130 100.901177 7.757014 -0.449680
    344 86.92 0.4789 -0.112337 0.294804 -0.055424 0.247430 86.4411 86.4411 100.566353 8.160464 -1.730938
    345 93.56 0.4983 0.076392 0.317325 0.040510 0.257453 93.0617 93.0617 100.369407 8.270867 -0.883548
    346 88.22 0.4792 -0.057076 0.299213 -0.038330 0.247585 87.7408 87.7408 100.296607 8.374928 -1.499214
    347 87.75 0.4805 -0.005328 0.297619 0.002713 0.248256 87.2695 87.2695 100.240337 8.458989 -1.533379
    348 92.60 0.5077 0.055271 0.314069 0.056608 0.262309 92.0923 92.0923 100.225627 8.473225 -0.959886
    349 93.67 0.5112 0.011555 0.317698 0.006894 0.264118 93.1588 93.1588 100.292640 8.406648 -0.848595
    350 88.16 0.5294 -0.058824 0.299010 0.035603 0.273521 87.6306 87.6306 100.048397 8.669324 -1.432384
    351 100.47 0.5723 0.139632 0.340761 0.081035 0.295686 99.8977 99.8977 100.177070 8.636324 -0.032348
    352 99.98 0.5721 -0.004877 0.339099 -0.000349 0.295583 99.4079 99.4079 100.416817 8.506544 -0.118605
    353 100.77 0.5701 0.007902 0.341779 -0.003496 0.294549 100.1999 100.1999 100.636287 8.409407 -0.051893
    354 96.67 0.5730 -0.040687 0.327873 0.005087 0.296048 96.0970 96.0970 100.616473 8.419716 -0.536773
    355 89.45 0.5293 -0.074687 0.303385 -0.076265 0.273469 88.9207 88.9207 100.502847 8.557285 -1.353484
    356 89.58 0.5347 0.001453 0.303826 0.010202 0.276259 89.0453 89.0453 100.317957 8.747213 -1.288714
    357 85.57 0.5089 -0.044764 0.290225 -0.048251 0.262929 85.0611 85.0611 99.741967 9.168209 -1.601280
    358 85.75 0.4949 0.002104 0.290836 -0.027510 0.255696 85.2551 85.2551 99.152647 9.517465 -1.460215
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    360 99.69 0.5231 0.035740 0.338116 0.036457 0.270266 99.1669 99.1669 98.207227 8.856118 0.108363
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    377 128.11 0.5840 0.015457 0.434507 0.055676 0.301731 127.5260 127.5260 102.271743 14.113888 1.789320
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    401 109.59 0.5398 0.008744 0.371693 0.023900 0.278894 109.0502 109.0502 119.045123 11.019365 -0.907033
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    437 62.19 0.2872 -0.002246 0.210928 0.003845 0.148385 61.9028 61.9028 72.821113 15.314214 -0.712953
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    461 41.56 0.2042 -0.046352 0.140958 -0.062443 0.105502 41.3558 41.3558 54.771403 7.061092 -1.899933
    462 44.30 0.2211 0.065929 0.150251 0.082762 0.114234 44.0789 44.0789 54.339880 7.309838 -1.403722
    463 45.35 0.2271 0.023702 0.153812 0.027137 0.117334 45.1229 45.1229 53.953443 7.484247 -1.179884
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    465 45.13 0.2262 -0.041215 0.153066 -0.025840 0.116869 44.9038 44.9038 52.987070 7.532231 -1.073157
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    468 52.27 0.2464 0.011221 0.177283 -0.008850 0.127306 52.0236 52.0236 51.988157 7.083167 0.005004
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    496 47.61 0.2453 -0.014898 0.161477 -0.003251 0.126737 47.3647 47.3647 45.450770 3.137681 0.609982
    497 48.86 0.2492 0.026255 0.165717 0.015899 0.128752 48.6108 48.6108 45.356417 2.990429 1.088266
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    502 50.63 0.2788 -0.034700 0.171720 0.016776 0.144045 50.3512 50.3512 45.303590 3.038238 1.661361
    503 50.70 0.2759 0.001383 0.171958 -0.010402 0.142547 50.4241 50.4241 45.581257 3.114491 1.554939
    504 51.05 0.2715 0.006903 0.173145 -0.015948 0.140274 50.7785 50.7785 45.890243 3.156082 1.548837
    505 49.52 0.2831 -0.029971 0.167956 0.042726 0.146267 49.2369 49.2369 46.109350 3.152525 0.992078
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    507 48.76 0.2695 0.005776 0.165378 0.010878 0.139241 48.4905 48.4905 46.446700 3.095276 0.660297
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    510 52.55 0.2872 0.004204 0.178232 -0.012719 0.148385 52.2628 52.2628 47.139540 3.300282 1.552371
    511 53.37 0.2888 0.015604 0.181013 0.005571 0.149212 53.0812 53.0812 47.392780 3.456640 1.645650
    512 56.16 0.2885 0.052277 0.190476 -0.001039 0.149057 55.8715 55.8715 47.670530 3.787709 2.165153
    513 52.84 0.2717 -0.059117 0.179216 -0.058232 0.140377 52.5683 52.5683 47.927557 3.851326 1.204973
    514 54.57 0.2872 0.032740 0.185083 0.057048 0.148385 54.2828 54.2828 48.361837 3.807201 1.555201
    515 55.56 0.2911 0.018142 0.188441 0.013579 0.150400 55.2689 55.2689 48.884290 3.634202 1.756812
    516 56.09 0.2979 0.009539 0.190239 0.023360 0.153914 55.7921 55.7921 49.338510 3.617017 1.784230
    517 57.05 0.2988 0.017115 0.193495 0.003021 0.154379 56.7512 56.7512 49.781840 3.684984 1.891287
    518 55.01 0.2915 -0.035758 0.186576 -0.024431 0.150607 54.7185 54.7185 50.172117 3.560996 1.276717
    519 53.10 0.2902 -0.034721 0.180098 -0.004460 0.149935 52.8098 52.8098 50.445637 3.431353 0.688989
    520 52.46 0.2863 -0.012053 0.177927 -0.013439 0.147920 52.1737 52.1737 50.660730 3.325588 0.454948
    521 53.04 0.2888 0.011056 0.179894 0.008732 0.149212 52.7512 52.7512 50.797757 3.324162 0.587650
    522 50.35 0.2693 -0.050716 0.170771 -0.067521 0.139137 50.0807 50.0807 50.806270 3.321912 -0.218419
    523 44.77 0.2536 -0.110824 0.151845 -0.058299 0.131026 44.5164 44.5164 50.728727 3.442583 -1.804554
    524 45.63 0.2501 0.019209 0.154762 -0.013801 0.129217 45.3799 45.3799 50.644633 3.543335 -1.485813
    525 46.78 0.2550 0.025203 0.158662 0.019592 0.131749 46.5250 46.5250 50.592670 3.593262 -1.132027
    526 47.19 0.2525 0.008764 0.160053 -0.009804 0.130457 46.9375 46.9375 50.578430 3.607314 -1.009319
    527 48.51 0.2594 0.027972 0.164530 0.027327 0.134022 48.2506 48.2506 50.566423 3.614681 -0.640672
    528 49.04 0.2540 0.010926 0.166327 -0.020817 0.131232 48.7860 48.7860 50.703180 3.458669 -0.554311
    529 49.16 0.2596 0.002447 0.166735 0.022047 0.134126 48.9004 48.9004 50.875553 3.219722 -0.613455
    530 44.26 0.2379 -0.099675 0.150115 -0.083590 0.122914 44.0221 44.0221 50.750173 3.411790 -1.972007
    531 45.03 0.2364 0.017397 0.152727 -0.006305 0.122139 44.7936 44.7936 50.504100 3.568062 -1.600449
    532 44.14 0.2330 -0.019765 0.149708 -0.014382 0.120382 43.9070 43.9070 50.289293 3.766069 -1.694683
    533 47.48 0.2458 0.075668 0.161036 0.054936 0.126996 47.2342 47.2342 50.182963 3.806941 -0.774576
    534 45.57 0.2414 -0.040227 0.154558 -0.017901 0.124722 45.3286 45.3286 50.001300 3.906278 -1.196203
    535 44.45 0.2441 -0.024578 0.150760 0.011185 0.126117 44.2059 44.2059 49.833600 4.045730 -1.391022
    536 44.76 0.2500 0.006974 0.151811 0.024170 0.129166 44.5100 44.5100 49.710153 4.151977 -1.252452
    537 45.65 0.2406 0.019884 0.154830 -0.037600 0.124309 45.4094 45.4094 49.607450 4.220725 -0.994628
    538 46.67 0.2405 0.022344 0.158289 -0.000416 0.124257 46.4295 46.4295 49.519597 4.259653 -0.725434
    539 47.59 0.2442 0.019713 0.161410 0.015385 0.126169 47.3458 47.3458 49.363153 4.250103 -0.474660
    540 47.60 0.2428 0.000210 0.161443 -0.005733 0.125446 47.3572 47.3572 49.199633 4.229012 -0.435665
    541 42.66 0.2227 -0.103782 0.144689 -0.082784 0.115061 42.4373 42.4373 48.844837 4.337240 -1.477331
    542 44.93 0.2307 0.053211 0.152388 0.035923 0.119194 44.6993 44.6993 48.472430 4.190254 -0.900454
    543 46.25 0.2417 0.029379 0.156865 0.047681 0.124877 46.0083 46.0083 48.253763 4.140007 -0.542382
    544 49.01 0.2536 0.059676 0.166226 0.049235 0.131026 48.7564 48.7564 48.069550 3.982441 0.172470
    545 48.70 0.2522 -0.006325 0.165174 -0.005521 0.130302 48.4478 48.4478 47.842180 3.744867 0.161720
    546 48.26 0.2529 -0.009035 0.163682 0.002776 0.130664 48.0071 48.0071 47.582680 3.431611 0.123680
    547 47.07 0.2530 -0.024658 0.159646 0.000395 0.130716 46.8170 46.8170 47.251540 2.963790 -0.146616
    548 43.80 0.2292 -0.069471 0.148555 -0.094071 0.118419 43.5708 43.5708 46.879950 2.680630 -1.234467
    549 45.52 0.2348 0.039269 0.154389 0.024433 0.121312 45.2852 45.2852 46.629130 2.448647 -0.548846
    550 43.85 0.2265 -0.036687 0.148725 -0.035349 0.117024 43.6235 43.6235 46.344123 2.272284 -1.197308
    551 43.79 0.2309 -0.001368 0.148521 0.019426 0.119297 43.5591 43.5591 46.037720 1.979413 -1.252200
    552 44.50 0.2367 0.016214 0.150929 0.025119 0.122294 44.2633 44.2633 45.843807 1.850433 -0.854128
    553 40.28 0.2188 -0.094831 0.136616 -0.075623 0.113046 40.0612 40.0612 45.695300 2.119807 -2.657836
    554 40.70 0.2207 0.010427 0.138041 0.008684 0.114027 40.4793 40.4793 45.531947 2.323943 -2.174170
    555 40.58 0.2191 -0.002948 0.137634 -0.007250 0.113201 40.3609 40.3609 45.326477 2.499018 -1.987011
    556 39.60 0.2109 -0.024150 0.134310 -0.037426 0.108964 39.3891 39.3891 45.074863 2.702906 -2.103574
    557 41.89 0.2274 0.057828 0.142077 0.078236 0.117489 41.6626 41.6626 44.855263 2.703617 -1.180886
    558 42.12 0.2280 0.005491 0.142857 0.002639 0.117799 41.8920 41.8920 44.625463 2.650458 -1.031317
    559 41.56 0.2218 -0.013295 0.140958 -0.027193 0.114596 41.3382 41.3382 44.373390 2.588753 -1.172452
    560 41.10 0.2160 -0.011068 0.139398 -0.026150 0.111599 40.8840 40.8840 44.268787 2.665694 -1.269758
    561 41.68 0.2202 0.014112 0.141365 0.019444 0.113769 41.4598 41.4598 44.157660 2.712146 -0.994733
    562 41.50 0.2187 -0.004319 0.140754 -0.006812 0.112994 41.2813 41.2813 44.070137 2.762415 -1.009565
    563 41.24 0.2233 -0.006265 0.139872 0.021033 0.115371 41.0167 41.0167 43.862887 2.750052 -1.034957
    564 42.25 0.2255 0.024491 0.143298 0.009852 0.116507 42.0245 42.0245 43.752750 2.755485 -0.627204
    565 41.92 0.2243 -0.007811 0.142179 -0.005322 0.115887 41.6957 41.6957 43.669077 2.779260 -0.710037
    566 41.73 0.2217 -0.004532 0.141534 -0.011592 0.114544 41.5083 41.5083 43.569020 2.801882 -0.735477
    567 39.81 0.2150 -0.046010 0.135022 -0.030221 0.111082 39.5950 39.5950 43.375207 2.870448 -1.316940
    568 41.20 0.2235 0.034916 0.139737 0.039535 0.115474 40.9765 40.9765 43.193440 2.842889 -0.779819
    569 42.31 0.2282 0.026942 0.143502 0.021029 0.117902 42.0818 42.0818 43.017973 2.738289 -0.341883
    570 42.14 0.2263 -0.004018 0.142925 -0.008326 0.116921 41.9137 41.9137 42.836523 2.618577 -0.352414
    571 42.02 0.2227 -0.002848 0.142518 -0.015908 0.115061 41.7973 41.7973 42.815190 2.624542 -0.387835
    572 42.27 0.2234 0.005950 0.143366 0.003143 0.115422 42.0466 42.0466 42.726767 2.603477 -0.261253
    573 42.34 0.2239 0.001656 0.143603 0.002238 0.115681 42.1161 42.1161 42.597027 2.530259 -0.190070
    574 42.93 0.2252 0.013935 0.145604 0.005806 0.116352 42.7048 42.7048 42.395307 2.247735 0.137691
    575 41.80 0.2161 -0.026322 0.141772 -0.040409 0.111651 41.5839 41.5839 42.166510 1.938471 -0.300551
    576 41.23 0.2146 -0.013636 0.139839 -0.006941 0.110876 41.0154 41.0154 41.933453 1.603396 -0.572568
    577 41.70 0.2137 0.011399 0.141433 -0.004194 0.110411 41.4863 41.4863 41.755763 1.312528 -0.205301
    578 40.31 0.2084 -0.033333 0.136718 -0.024801 0.107672 40.1016 40.1016 41.640123 1.299866 -1.183601
    579 40.18 0.2064 -0.003225 0.136277 -0.009597 0.106639 39.9736 39.9736 41.463070 1.137908 -1.308955
    580 40.46 0.2063 0.006969 0.137227 -0.000484 0.106587 40.2537 40.2537 41.350743 1.082252 -1.013668
    581 41.72 0.2095 0.031142 0.141500 0.015511 0.108241 41.5105 41.5105 41.282457 0.999579 0.228139
    582 41.50 0.2145 -0.005273 0.140754 0.023866 0.110824 41.2855 41.2855 41.183197 0.826179 0.123827
    583 40.70 0.2123 -0.019277 0.138041 -0.010256 0.109687 40.4877 40.4877 41.197413 0.809712 -0.876501
    584 39.66 0.2044 -0.025553 0.134514 -0.037211 0.105606 39.4556 39.4556 41.163290 0.860967 -1.983456
    585 39.65 0.2048 -0.000252 0.134480 0.001957 0.105812 39.4452 39.4452 41.132767 0.905476 -1.863735
    586 40.56 0.2075 0.022951 0.137566 0.013184 0.107207 40.3525 40.3525 41.164880 0.857306 -0.947597
    587 40.85 0.2087 0.007150 0.138550 0.005783 0.107827 40.6413 40.6413 41.130837 0.857138 -0.571130
    588 41.70 0.2141 0.020808 0.141433 0.025874 0.110617 41.4859 41.4859 41.117300 0.847859 0.434742
    589 40.08 0.2132 -0.038849 0.135938 -0.004204 0.110152 39.8668 39.8668 41.068253 0.876707 -1.370416
    590 41.32 0.2179 0.030938 0.140144 0.022045 0.112581 41.1021 41.1021 41.075523 0.876031 0.030338
    591 41.97 0.2224 0.015731 0.142348 0.020652 0.114906 41.7476 41.7476 41.085117 0.881940 0.751166
    592 41.26 0.2175 -0.016917 0.139940 -0.022032 0.112374 41.0425 41.0425 41.077157 0.881185 -0.039330
    593 42.41 0.2234 0.027872 0.143841 0.027126 0.115422 42.1866 42.1866 41.116153 0.904009 1.184111
    594 42.87 0.2281 0.010846 0.145401 0.021038 0.117851 42.6419 42.6419 41.136733 0.931995 1.614994
    595 41.91 0.2248 -0.022393 0.142145 -0.014467 0.116146 41.6852 41.6852 41.136383 0.931780 0.588998
    596 41.82 0.2230 -0.002147 0.141840 -0.008007 0.115216 41.5970 41.5970 41.139340 0.933140 0.490451
    597 41.04 0.2212 -0.018651 0.139194 -0.008072 0.114286 40.8188 40.8188 41.180133 0.889006 -0.406446
    598 40.81 0.2145 -0.005604 0.138414 -0.030289 0.110824 40.5955 40.5955 41.167433 0.894718 -0.639233
    599 41.78 0.2247 0.023769 0.141704 0.047552 0.116094 41.5553 41.5553 41.149883 0.881227 0.460060
    600 44.53 0.2385 0.065821 0.151031 0.061415 0.123224 44.2915 44.2915 41.229143 1.044165 2.932829
    601 45.44 0.2407 0.020436 0.154117 0.009224 0.124361 45.1993 45.1993 41.342543 1.268609 3.040147
    602 43.63 0.2259 -0.039833 0.147979 -0.061487 0.116714 43.4041 43.4041 41.387793 1.317843 1.530006
    603 45.69 0.2286 0.047215 0.154965 0.011952 0.118109 45.4614 45.4614 41.499303 1.509229 2.625246
    604 38.31 0.1935 -0.161523 0.129935 -0.153543 0.099974 38.1165 38.1165 41.346360 1.611850 -2.003822
    605 32.13 0.1610 -0.161316 0.108974 -0.167959 0.083183 31.9690 31.9690 41.025863 2.349913 -3.854127
    606 36.87 0.1841 0.147526 0.125051 0.143478 0.095118 36.6859 36.6859 40.881547 2.479926 -1.691843
    607 35.80 0.1784 -0.029021 0.121422 -0.030961 0.092173 35.6216 35.6216 40.686057 2.655546 -1.907124
    608 33.79 0.1696 -0.056145 0.114605 -0.049327 0.087626 33.6204 33.6204 40.470017 2.951841 -2.320456
    609 33.36 0.1657 -0.012726 0.113146 -0.022995 0.085611 33.1943 33.1943 40.244040 3.236885 -2.177940
    610 34.41 0.1692 0.031475 0.116707 0.021123 0.087419 34.2408 34.2408 40.043610 3.417394 -1.698022
    611 34.28 0.1737 -0.003778 0.116266 0.026596 0.089744 34.1063 34.1063 39.796803 3.571686 -1.593226
    612 33.76 0.1715 -0.015169 0.114503 -0.012666 0.088608 33.5885 33.5885 39.540237 3.733831 -1.594003
    613 33.75 0.1703 -0.000296 0.114469 -0.006997 0.087988 33.5797 33.5797 39.309970 3.883400 -1.475581
    614 34.46 0.1705 0.021037 0.116877 0.001174 0.088091 34.2895 34.2895 39.137767 3.989803 -1.215164
    615 35.55 0.1776 0.031631 0.120574 0.041642 0.091759 35.3724 35.3724 39.002007 4.047851 -0.896675
    616 34.53 0.1654 -0.028692 0.117114 -0.068694 0.085456 34.3646 34.3646 38.802410 4.125841 -1.075613
    617 34.44 0.1700 -0.002606 0.116809 0.027811 0.087833 34.2700 34.2700 38.590033 4.191381 -1.030695
    618 37.30 0.1741 0.083043 0.126509 0.024118 0.089951 37.1259 37.1259 38.444700 4.163000 -0.316791
    619 43.06 0.1812 0.154424 0.146045 0.040781 0.093619 42.8788 42.8788 38.545100 4.234191 1.023501
    620 41.99 0.1802 -0.024849 0.142416 -0.005519 0.093103 41.8098 41.8098 38.568690 4.250867 0.762459
    621 40.49 0.1797 -0.035723 0.137329 -0.002775 0.092844 40.3103 40.3103 38.520780 4.221804 0.423876
    622 41.05 0.1801 0.013831 0.139228 0.002226 0.093051 40.8699 40.8699 38.515027 4.218365 0.558243
    623 40.60 0.1787 -0.010962 0.137702 -0.007773 0.092328 40.4213 40.4213 38.456183 4.177497 0.470405
    624 39.93 0.1760 -0.016502 0.135429 -0.015109 0.090933 39.7540 39.7540 38.359920 4.110454 0.339155
    625 43.09 0.1791 0.079138 0.146147 0.017614 0.092534 42.9109 42.9109 38.400777 4.150542 1.086635
    626 43.16 0.1874 0.001625 0.146384 0.046343 0.096823 42.9726 42.9726 38.446630 4.194436 1.079041
    627 45.45 0.1826 0.053058 0.154151 -0.025614 0.094343 45.2674 45.2674 38.594917 4.356690 1.531549
    628 45.73 0.1885 0.006161 0.155101 0.032311 0.097391 45.5415 45.5415 38.759783 4.525327 1.498614
    629 45.00 0.1835 -0.015963 0.152625 -0.026525 0.094808 44.8165 44.8165 38.868490 4.632692 1.283921
    630 44.66 0.1870 -0.007556 0.151472 0.019074 0.096616 44.4730 44.4730 38.874540 4.640131 1.206531
    631 46.94 0.1853 0.051052 0.159205 -0.009091 0.095738 46.7547 46.7547 38.926387 4.721219 1.658113
    632 46.19 0.1850 -0.015978 0.156661 -0.001619 0.095583 46.0050 46.0050 39.013083 4.828931 1.447922
    633 44.01 0.1776 -0.047196 0.149267 -0.040000 0.091759 43.8324 43.8324 38.958783 4.762625 1.023305
    634 45.13 0.1822 0.025449 0.153066 0.025901 0.094136 44.9478 44.9478 39.186493 4.882759 1.179929
    635 46.61 0.1813 0.032794 0.158086 -0.004940 0.093671 46.4287 46.4287 39.668483 4.859355 1.391176
    636 46.55 0.1854 -0.001287 0.157882 0.022614 0.095789 46.3646 46.3646 39.991107 4.974439 1.281249
    637 46.61 0.1824 0.001289 0.158086 -0.016181 0.094239 46.4276 46.4276 40.351307 5.037958 1.206102
    638 48.87 0.1796 0.048487 0.165751 -0.015351 0.092793 48.6904 48.6904 40.853640 5.094672 1.538227
    639 48.27 0.1880 -0.012277 0.163716 0.046771 0.097133 48.0820 48.0820 41.349897 5.047739 1.333687
    640 48.65 0.1865 0.007872 0.165005 -0.007979 0.096358 48.4635 48.4635 41.823987 5.024875 1.321329
    641 46.56 0.1836 -0.042960 0.157916 -0.015550 0.094859 46.3764 46.3764 42.232990 4.872070 0.850441
    642 43.38 0.1663 -0.068299 0.147131 -0.094227 0.085921 43.2137 43.2137 42.553830 4.592052 0.143698
    643 43.15 0.1634 -0.005302 0.146351 -0.017438 0.084423 42.9866 42.9866 42.867393 4.267859 0.027931
    644 42.40 0.1627 -0.017381 0.143807 -0.004284 0.084061 42.2373 42.2373 43.132320 3.952019 -0.226472
    645 41.21 0.1543 -0.028066 0.139771 -0.051629 0.079721 41.0557 41.0557 43.321763 3.695079 -0.613265
    646 42.10 0.1621 0.021597 0.142789 0.050551 0.083751 41.9379 41.9379 43.574207 3.299566 -0.495916
    647 42.59 0.1637 0.011639 0.144451 0.009870 0.084578 42.4263 42.4263 43.846083 2.805530 -0.506066
    648 42.76 0.1644 0.003992 0.145028 0.004276 0.084939 42.5956 42.5956 44.028407 2.516597 -0.569343
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    650 43.74 0.1602 0.010628 0.148352 -0.008050 0.082769 43.5798 43.5798 44.095397 2.479678 -0.207929
    651 44.43 0.1575 0.015775 0.150692 -0.016854 0.081374 44.2725 44.2725 44.227470 2.374407 0.018965
    652 44.96 0.1581 0.011929 0.152489 0.003810 0.081684 44.8019 44.8019 44.358537 2.289690 0.193635
    653 44.12 0.1556 -0.018683 0.149640 -0.015813 0.080393 43.9644 43.9644 44.476640 2.167732 -0.236302
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    655 42.49 0.1494 -0.010480 0.144112 0.006739 0.077189 42.3406 42.3406 44.558883 2.023287 -1.096376
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    657 42.01 0.1498 0.000715 0.142484 0.003349 0.077396 41.8602 41.8602 44.407247 2.115092 -1.204225
    658 42.19 0.1532 0.004285 0.143095 0.022697 0.079153 42.0368 42.0368 44.290423 2.146833 -1.049743
    659 43.54 0.1541 0.031998 0.147673 0.005875 0.079618 43.3859 43.3859 44.242737 2.150630 -0.398412
    660 42.80 0.1548 -0.016996 0.145163 0.004543 0.079979 42.6452 42.6452 44.181810 2.169688 -0.708217
    661 45.71 0.1588 0.067991 0.155033 0.025840 0.082046 45.5512 45.5512 44.141693 2.131261 0.661349
    662 44.88 0.1577 -0.018158 0.152218 -0.006927 0.081478 44.7223 44.7223 44.098937 2.105300 0.296092
    663 45.80 0.1609 0.020499 0.155338 0.020292 0.083131 45.6391 45.6391 44.159160 2.123177 0.697040
    664 46.31 0.1595 0.011135 0.157068 -0.008701 0.082408 46.1505 46.1505 44.199250 2.149770 0.907655
    665 47.83 0.1637 0.032822 0.162224 0.026332 0.084578 47.6663 47.6663 44.240503 2.205188 1.553517
    666 48.80 0.1701 0.020280 0.165513 0.039096 0.087884 48.6299 48.6299 44.316013 2.316409 1.862317
    667 48.40 0.1711 -0.008197 0.164157 0.005879 0.088401 48.2289 48.2289 44.376057 2.395041 1.608675
    668 49.00 0.1748 0.012397 0.166192 0.021625 0.090313 48.8252 48.8252 44.380550 2.403526 1.849221
    669 49.33 0.1802 0.006735 0.167311 0.030892 0.093103 49.1498 49.1498 44.416143 2.467291 1.918565
    670 51.45 0.1876 0.042976 0.174501 0.041065 0.096926 51.2624 51.2624 44.509440 2.670188 2.529021
    671 51.59 0.1935 0.002721 0.174976 0.031450 0.099974 51.3965 51.3965 44.676777 2.935356 2.289236
    672 51.77 0.1971 0.003489 0.175587 0.018605 0.101834 51.5729 51.5729 44.955417 3.178375 2.082034
    673 49.28 0.1965 -0.048097 0.167142 -0.003044 0.101524 49.0835 49.0835 45.158647 3.242422 1.210470
    674 49.28 0.1962 0.000000 0.167142 -0.001527 0.101369 49.0838 49.0838 45.386863 3.270536 1.130376
    675 46.81 0.1884 -0.050122 0.158764 -0.039755 0.097339 46.6216 46.6216 45.572393 3.172776 0.330690
    676 49.02 0.1942 0.047212 0.166260 0.030786 0.100336 48.8258 48.8258 45.801990 3.149835 0.959990
    677 51.81 0.2069 0.056916 0.175722 0.065396 0.106897 51.6031 51.6031 46.107883 3.254561 1.688466
    678 52.43 0.2003 0.011967 0.177825 -0.031899 0.103487 52.2297 52.2297 46.429020 3.369332 1.721611
    679 51.45 0.2002 -0.018692 0.174501 -0.000499 0.103436 51.2498 51.2498 46.700063 3.420506 1.330136
    680 51.99 0.2070 0.010496 0.176333 0.033966 0.106949 51.7830 51.7830 46.973503 3.489655 1.378216
    681 48.93 0.1969 -0.058857 0.165954 -0.048792 0.101731 48.7331 48.7331 47.122190 3.465548 0.464836
    682 50.50 0.2083 0.032087 0.171279 0.057897 0.107621 50.2917 50.2917 47.305183 3.483696 0.857284
    683 50.77 0.2164 0.005347 0.172195 0.038886 0.111806 50.5536 50.5536 47.524823 3.473506 0.871965
    684 51.77 0.2212 0.019697 0.175587 0.022181 0.114286 51.5488 51.5488 47.816730 3.429712 1.088158
    685 50.69 0.2144 -0.020862 0.171924 -0.030741 0.110772 50.4756 50.4756 48.087897 3.300995 0.723328
    686 56.70 0.2195 0.118564 0.192308 0.023787 0.113407 56.4805 56.4805 48.576223 3.424707 2.308016
    687 59.18 0.2067 0.043739 0.200719 -0.058314 0.106794 58.9733 58.9733 49.146660 3.682963 2.668135
    688 60.27 0.2069 0.018418 0.204416 0.000968 0.106897 60.0631 60.0631 49.747537 3.944220 2.615362
    689 62.93 0.2144 0.044135 0.213438 0.036249 0.110772 62.7156 62.7156 50.391860 4.419373 2.788572
    690 61.66 0.2128 -0.020181 0.209130 -0.007463 0.109946 61.4472 61.4472 51.018593 4.611907 2.261235
    691 62.86 0.2222 0.019462 0.213200 0.044173 0.114802 62.6378 62.6378 51.588147 4.955675 2.229697
    692 61.57 0.2261 -0.020522 0.208825 0.017552 0.116817 61.3439 61.3439 52.142200 5.088961 1.808169
    693 59.56 0.2360 -0.032646 0.202008 0.043786 0.121932 59.3240 59.3240 52.598363 5.099269 1.318941
    694 61.93 0.2289 0.039792 0.210046 -0.030085 0.118264 61.7011 61.7011 53.116717 5.210394 1.647550
    695 65.75 0.2407 0.061683 0.223002 0.051551 0.124361 65.5093 65.5093 53.711483 5.572576 2.117121
    696 64.04 0.2325 -0.026008 0.217203 -0.034067 0.120124 63.8075 63.8075 54.217403 5.780415 1.659067
    697 57.31 0.2130 -0.105091 0.194377 -0.083871 0.110049 57.0970 57.0970 54.513007 5.689650 0.454157
    698 57.74 0.2191 0.007503 0.195835 0.028638 0.113201 57.5209 57.5209 54.802863 5.610849 0.484425
    699 61.94 0.2180 0.072740 0.210080 -0.005021 0.112632 61.7220 61.7220 55.221937 5.643476 1.151784
    700 62.68 0.2243 0.011947 0.212590 0.028899 0.115887 62.4557 62.4557 55.595047 5.741827 1.194855
    701 63.15 0.2167 0.007498 0.214184 -0.033883 0.111961 62.9333 62.9333 55.979607 5.836492 1.191417
    702 68.03 0.2221 0.077276 0.230735 0.024919 0.114751 67.8079 67.8079 56.520773 6.157636 1.833029
    703 73.23 0.2368 0.076437 0.248372 0.066186 0.122346 72.9932 72.9932 57.317763 6.686451 2.344358
    704 73.70 0.2274 0.006418 0.249966 -0.039696 0.117489 73.4726 73.4726 58.130723 7.119433 2.154930
    705 73.18 0.2428 -0.007056 0.248202 0.067722 0.125446 72.9372 72.9372 59.007910 7.272034 1.915460
    706 72.05 0.2453 -0.015441 0.244370 0.010297 0.126737 71.8047 71.8047 59.773873 7.372066 1.631948
    707 70.57 0.2529 -0.020541 0.239350 0.030982 0.130664 70.3171 70.3171 60.397673 7.448206 1.331787
    708 72.41 0.2923 0.026073 0.245591 0.155793 0.151020 72.1177 72.1177 61.060607 7.580047 1.458710
    709 70.84 0.2738 -0.021682 0.240266 -0.063291 0.141462 70.5662 70.5662 61.704487 7.538232 1.175569
    710 73.44 0.2770 0.036702 0.249084 0.011687 0.143115 73.1630 73.1630 62.417153 7.578436 1.417950
    711 71.04 0.2663 -0.032680 0.240944 -0.038628 0.137587 70.7737 70.7737 63.151840 7.268101 1.048673
    712 70.05 0.2537 -0.013936 0.237586 -0.047315 0.131077 69.7963 69.7963 63.801993 6.943164 0.863339
    713 69.39 0.2485 -0.009422 0.235348 -0.020497 0.128391 69.1415 69.1415 64.421590 6.537667 0.721956
    714 74.04 0.2549 0.067013 0.251119 0.025755 0.131697 73.7851 73.7851 65.162800 6.283466 1.372220
    715 74.26 0.2607 0.002971 0.251865 0.022754 0.134694 73.9993 73.9993 65.946923 5.839523 1.378944
    716 71.70 0.2466 -0.034473 0.243183 -0.054085 0.127409 71.4534 71.4534 66.446020 5.638954 0.887998
    717 74.10 0.2606 0.033473 0.251323 0.056772 0.134642 73.8394 73.8394 66.941557 5.612762 1.228957
    718 72.51 0.2462 -0.021457 0.245930 -0.055257 0.127202 72.2638 72.2638 67.348247 5.538708 0.887491
    719 69.36 0.2285 -0.043442 0.235246 -0.071893 0.118057 69.1315 69.1315 67.562110 5.477187 0.286532
    720 67.33 0.2223 -0.029268 0.228361 -0.027133 0.114854 67.1077 67.1077 67.750793 5.355416 -0.120083
    721 65.30 0.2213 -0.030150 0.221476 -0.004498 0.114337 65.0787 65.0787 67.832157 5.293238 -0.520184
    722 62.45 0.2251 -0.043645 0.211810 0.017171 0.116301 62.2249 62.2249 67.861523 5.258329 -1.071942
    723 62.01 0.2178 -0.007046 0.210317 -0.032430 0.112529 61.7922 61.7922 67.943797 5.138076 -1.197257
    724 58.16 0.2075 -0.062087 0.197260 -0.047291 0.107207 57.9525 57.9525 67.818843 5.336864 -1.848716
    725 54.68 0.1937 -0.059835 0.185457 -0.066506 0.100077 54.4863 54.4863 67.451410 5.855601 -2.214138
    726 49.91 0.1891 -0.087235 0.169278 -0.023748 0.097701 49.7209 49.7209 66.981857 6.666520 -2.589200
    727 46.62 0.1882 -0.065919 0.158120 -0.004759 0.097236 46.4318 46.4318 66.626350 7.450145 -2.710625
    728 53.25 0.2051 0.142214 0.180606 0.089798 0.105967 53.0449 53.0449 66.477150 7.680055 -1.748978
    729 56.35 0.2148 0.058216 0.191121 0.047294 0.110979 56.1352 56.1352 66.290923 7.864846 -1.291281
    730 58.34 0.2221 0.035315 0.197870 0.033985 0.114751 58.1179 58.1179 66.146330 7.976864 -1.006465
    731 51.98 0.2047 -0.109016 0.176299 -0.078343 0.105761 51.7753 51.7753 65.774397 8.381698 -1.670198
    732 52.87 0.2116 0.017122 0.179318 0.033708 0.109326 52.6584 52.6584 65.269413 8.705086 -1.448695
    733 58.20 0.2605 0.100813 0.197395 0.231096 0.134591 57.9395 57.9395 64.767623 8.678340 -0.786801
    734 55.78 0.2406 -0.041581 0.189187 -0.076392 0.124309 55.5394 55.5394 64.169850 8.675685 -0.994786
    735 57.60 0.2492 0.032628 0.195360 0.035744 0.128752 57.3508 57.3508 63.650303 8.598903 -0.732594
    736 55.49 0.2309 -0.036632 0.188204 -0.073435 0.119297 55.2591 55.2591 63.098783 8.588456 -0.912816
    737 58.44 0.2346 0.053163 0.198209 0.016024 0.121209 58.2054 58.2054 62.695060 8.521852 -0.526841
    738 58.90 0.2191 0.007871 0.199769 -0.066070 0.113201 58.6809 58.6809 62.247167 8.361129 -0.426529
    739 63.46 0.2350 0.077419 0.215235 0.072570 0.121416 63.2250 63.2250 62.002460 8.215417 0.148810
    740 61.55 0.2248 -0.030098 0.208757 -0.043404 0.116146 61.3252 61.3252 61.607867 7.940575 -0.035598
    741 58.12 0.2200 -0.055727 0.197124 -0.021352 0.113666 57.9000 57.9000 61.178743 7.774274 -0.421743
    742 59.05 0.2295 0.016001 0.200278 0.043182 0.118574 58.8205 58.8205 60.812883 7.611299 -0.261767
    743 56.05 0.2190 -0.050804 0.190103 -0.045752 0.113149 55.8310 55.8310 60.369200 7.496141 -0.605405
    744 56.47 0.2238 0.007493 0.191528 0.021918 0.115629 56.2462 56.2462 59.784570 7.086487 -0.499312
    745 58.02 0.2309 0.027448 0.196785 0.031725 0.119297 57.7891 57.7891 59.244230 6.563996 -0.221684
    746 56.51 0.2265 -0.026026 0.191663 -0.019056 0.117024 56.2835 56.2835 58.738567 6.163089 -0.398350
    747 58.52 0.2366 0.035569 0.198481 0.044592 0.122242 58.2834 58.2834 58.220033 5.463459 0.011598
    748 58.62 0.2445 0.001709 0.198820 0.033390 0.126324 58.3755 58.3755 57.757090 4.777820 0.129434
    749 57.02 0.2356 -0.027294 0.193393 -0.036401 0.121726 56.7844 56.7844 57.345520 4.268920 -0.131443
    750 57.81 0.2400 0.013855 0.196072 0.018676 0.123999 57.5700 57.5700 57.027597 3.851576 0.140826
    751 57.59 0.2429 -0.003806 0.195326 0.012083 0.125497 57.3471 57.3471 56.769877 3.540377 0.163040
    752 57.78 0.2487 0.003299 0.195971 0.023878 0.128494 57.5313 57.5313 56.613423 3.391581 0.270634
    753 56.60 0.2950 -0.020422 0.191969 0.186168 0.152415 56.3050 56.3050 56.430517 3.247565 -0.038649
    754 55.98 0.2933 -0.010954 0.189866 -0.005763 0.151537 55.6867 55.6867 56.354990 3.237279 -0.206436
    755 55.62 0.2688 -0.006431 0.188645 -0.083532 0.138879 55.3512 55.3512 56.383820 3.223887 -0.320303
    756 55.69 0.2616 0.001259 0.188882 -0.026786 0.135159 55.4284 55.4284 56.574070 2.976010 -0.384968
    757 57.69 0.2585 0.035913 0.195665 -0.011850 0.133557 57.4315 57.4315 56.940727 2.279435 0.215305
    758 56.94 0.2556 -0.013001 0.193122 -0.011219 0.132059 56.6844 56.6844 57.062043 2.158589 -0.174949
    759 55.84 0.2481 -0.019319 0.189391 -0.029343 0.128184 55.5919 55.5919 57.043933 2.168887 -0.669483
    760 57.27 0.2534 0.025609 0.194241 0.021362 0.130922 57.0166 57.0166 57.007223 2.159382 0.004342
    761 60.00 0.2660 0.047669 0.203500 0.049724 0.137432 59.7340 59.7340 57.272513 1.975504 1.246004
    762 59.70 0.2637 -0.005000 0.202483 -0.008647 0.136244 59.4363 59.4363 57.498443 1.810282 1.070472
    763 61.03 0.3036 0.022278 0.206994 0.151308 0.156859 60.7264 60.7264 57.591340 1.902836 1.647572
    764 58.55 0.2861 -0.040636 0.198582 -0.057642 0.147817 58.2639 58.2639 57.682157 1.866190 0.311728
    765 59.72 0.2827 0.019983 0.202551 -0.011884 0.146060 59.4373 59.4373 57.751707 1.892115 0.890852
    766 52.98 0.2587 -0.112860 0.179691 -0.084896 0.133661 52.7213 52.7213 57.667113 2.056949 -2.404442
    767 51.66 0.2490 -0.024915 0.175214 -0.037495 0.128649 51.4110 51.4110 57.440633 2.348958 -2.566940
    768 48.79 0.2399 -0.055556 0.165480 -0.036546 0.123947 48.5501 48.5501 57.102940 2.841155 -3.010339
    769 50.20 0.2504 0.028899 0.170262 0.043768 0.129372 49.9496 49.9496 56.660427 2.888197 -2.323535
    770 50.11 0.2415 -0.001793 0.169957 -0.035543 0.124774 49.8685 49.8685 56.278537 3.005190 -2.132989
    771 50.07 0.2388 -0.000798 0.169821 -0.011180 0.123379 49.8312 49.8312 56.009577 3.209214 -1.925199
    772 51.59 0.2422 0.030357 0.174976 0.014238 0.125136 51.3478 51.3478 55.760487 3.272888 -1.348255
    773 49.76 0.2374 -0.035472 0.168770 -0.019818 0.122656 49.5226 49.5226 55.550207 3.465205 -1.739466
    774 50.64 0.2430 0.017685 0.171754 0.023589 0.125549 50.3970 50.3970 55.355233 3.587106 -1.382238
    775 49.98 0.2405 -0.013033 0.169516 -0.010288 0.124257 49.7395 49.7395 55.086913 3.698114 -1.445984
    776 51.01 0.2428 0.020608 0.173009 0.009563 0.125446 50.7672 50.7672 54.903037 3.772949 -1.096181
    777 49.56 0.2361 -0.028426 0.168091 -0.027595 0.121984 49.3239 49.3239 54.604387 3.849959 -1.371570
    778 48.28 0.2285 -0.025827 0.163750 -0.032190 0.118057 48.0515 48.0515 54.260253 3.961058 -1.567448
    779 48.52 0.2317 0.004971 0.164564 0.014004 0.119711 48.2883 48.2883 53.977050 4.076410 -1.395530
    780 49.22 0.2351 0.014427 0.166938 0.014674 0.121467 48.9849 48.9849 53.690880 4.116626 -1.143164
    781 48.69 0.2289 -0.010768 0.165140 -0.026372 0.118264 48.4611 48.4611 53.394680 4.163894 -1.184848
    782 48.64 0.2338 -0.001027 0.164971 0.021407 0.120796 48.4062 48.4062 53.090510 4.184537 -1.119433
    783 45.35 0.2247 -0.067640 0.153812 -0.038922 0.116094 45.1253 45.1253 52.717853 4.381566 -1.732840
    784 45.41 0.2223 0.001323 0.154016 -0.010681 0.114854 45.1877 45.1877 52.367887 4.552227 -1.577291
    785 41.68 0.2045 -0.082140 0.141365 -0.080072 0.105657 41.4755 41.4755 51.905363 4.928057 -2.116425
    786 41.98 0.2066 0.007198 0.142382 0.010269 0.106742 41.7734 41.7734 51.450197 5.213762 -1.856010
    787 42.97 0.2133 0.023583 0.145740 0.032430 0.110204 42.7567 42.7567 50.961037 5.320548 -1.542010
    788 40.83 0.2021 -0.049802 0.138482 -0.052508 0.104417 40.6279 40.6279 50.425820 5.528490 -1.772260
    789 40.86 0.2013 0.000735 0.138584 -0.003958 0.104004 40.6587 40.6587 49.928047 5.716391 -1.621538
    790 40.60 0.1985 -0.006363 0.137702 -0.013910 0.102557 40.4015 40.4015 49.374210 5.810045 -1.544344
    791 41.19 0.2007 0.014532 0.139703 0.011083 0.103694 40.9893 40.9893 48.749387 5.663591 -1.370171
    792 41.96 0.2213 0.018694 0.142314 0.102641 0.114337 41.7387 41.7387 48.159467 5.428885 -1.182705
    793 43.19 0.2126 0.029314 0.146486 -0.039313 0.109842 42.9774 42.9774 47.567833 4.958921 -0.925692
    794 44.27 0.2188 0.025006 0.150149 0.029163 0.113046 44.0512 44.0512 47.094077 4.565098 -0.666552
    795 43.14 0.2202 -0.025525 0.146317 0.006399 0.113769 42.9198 42.9198 46.543493 3.984187 -0.909519
    796 44.48 0.2200 0.031062 0.150861 -0.000908 0.113666 44.2600 44.2600 46.261450 3.828213 -0.522816
    797 44.30 0.2194 -0.004047 0.150251 -0.002727 0.113356 44.0806 44.0806 46.017103 3.720625 -0.520478
    798 43.85 0.2157 -0.010158 0.148725 -0.016864 0.111444 43.6343 43.6343 45.853243 3.713464 -0.597540
    799 43.42 0.2275 -0.009806 0.147266 0.054706 0.117541 43.1925 43.1925 45.628007 3.660987 -0.665259
    800 43.36 0.2320 -0.001382 0.147063 0.019780 0.119866 43.1280 43.1280 45.403323 3.598064 -0.632374
    801 41.03 0.2316 -0.053736 0.139160 -0.001724 0.119659 40.7984 40.7984 45.102230 3.592690 -1.197941
    802 40.90 0.2180 -0.003168 0.138719 -0.058722 0.112632 40.6820 40.6820 44.746703 3.479272 -1.168263
    803 41.88 0.2228 0.023961 0.142043 0.022018 0.115112 41.6572 41.6572 44.484523 3.402475 -0.830961
    804 42.19 0.2320 0.007402 0.143095 0.041293 0.119866 41.9580 41.9580 44.203223 3.241862 -0.692572
    805 43.85 0.2375 0.039346 0.148725 0.023707 0.122707 43.6125 43.6125 43.998990 3.069469 -0.125914
    806 43.31 0.2325 -0.012315 0.146893 -0.021053 0.120124 43.0775 43.0775 43.742667 2.793447 -0.238117
    807 43.81 0.2332 0.011545 0.148589 0.003011 0.120486 43.5768 43.5768 43.551097 2.586926 0.009936
    808 41.80 0.2224 -0.045880 0.141772 -0.046312 0.114906 41.5776 41.5776 43.335300 2.465748 -0.712847
    809 41.86 0.2198 0.001435 0.141975 -0.011691 0.113562 41.6402 41.6402 43.113697 2.298315 -0.641120
    810 42.66 0.2243 0.019111 0.144689 0.020473 0.115887 42.4357 42.4357 42.895390 2.014981 -0.228136
    811 42.57 0.2274 -0.002110 0.144383 0.013821 0.117489 42.3426 42.3426 42.691440 1.720313 -0.202777
    812 42.57 0.2246 0.000000 0.144383 -0.012313 0.116042 42.3454 42.3454 42.489413 1.339862 -0.107484
    813 39.04 0.2034 -0.082922 0.132411 -0.094390 0.105089 38.8366 38.8366 42.279790 1.403672 -2.452987
    814 40.06 0.2076 0.026127 0.135870 0.020649 0.107259 39.8524 39.8524 42.101947 1.359843 -1.654270
    815 38.44 0.1951 -0.040439 0.130376 -0.060212 0.100801 38.2449 38.2449 41.994260 1.528606 -2.452796
    816 38.76 0.1948 0.008325 0.131461 -0.001538 0.100646 38.5652 38.5652 41.887320 1.651844 -2.011158
    817 38.40 0.1926 -0.009288 0.130240 -0.011294 0.099509 38.2074 38.2074 41.735677 1.773611 -1.989318
    818 29.73 0.1601 -0.225781 0.100834 -0.168744 0.082718 29.5699 29.5699 41.367077 2.840156 -4.153707
    819 29.08 0.1609 -0.021863 0.098630 0.004997 0.083131 28.9191 28.9191 40.975757 3.637850 -3.314226
    820 29.09 0.1647 0.000344 0.098664 0.023617 0.085094 28.9253 28.9253 40.593217 4.251889 -2.744173
    821 29.66 0.1668 0.019594 0.100597 0.012750 0.086179 29.4932 29.4932 40.210013 4.708489 -2.276062
    822 29.01 0.1610 -0.021915 0.098392 -0.034772 0.083183 28.8490 28.8490 39.780357 5.133138 -2.129566
    823 29.66 0.1640 0.022406 0.100597 0.018634 0.084733 29.4960 29.4960 39.330977 5.425395 -1.812767
    824 30.59 0.1657 0.031355 0.103751 0.010366 0.085611 30.4243 30.4243 38.876747 5.584681 -1.513506
    825 31.10 0.1677 0.016672 0.105481 0.012070 0.086644 30.9323 30.9323 38.477163 5.712808 -1.320693
    826 30.20 0.1652 -0.028939 0.102428 -0.014908 0.085353 30.0348 30.0348 38.002990 5.805872 -1.372436
    827 30.81 0.1667 0.020199 0.104497 0.009080 0.086128 30.6433 30.6433 37.555080 5.839064 -1.183714
    828 32.75 0.1722 0.062967 0.111077 0.032993 0.088969 32.5778 32.5778 37.186530 5.790857 -0.795863
    829 33.41 0.1816 0.020153 0.113316 0.054588 0.093826 33.2284 33.2284 36.854393 5.719816 -0.633935
    830 32.87 0.1790 -0.016163 0.111484 -0.014317 0.092483 32.6910 32.6910 36.506493 5.641952 -0.676272
    831 34.68 0.1893 0.055065 0.117623 0.057542 0.097804 34.4907 34.4907 36.296237 5.593820 -0.322773
    832 35.07 0.1919 0.011246 0.118946 0.013735 0.099148 34.8781 34.8781 36.102773 5.536983 -0.221181
    833 35.36 0.1940 0.008269 0.119929 0.010943 0.100232 35.1660 35.1660 35.886400 5.438396 -0.132466
    834 36.01 0.1901 0.018382 0.122134 -0.020103 0.098218 35.8199 35.8199 35.681797 5.316185 0.025978
    835 36.02 0.2085 0.000278 0.122168 0.096791 0.107724 35.8115 35.8115 35.421763 5.101335 0.076399
    836 33.73 0.1888 -0.063576 0.114401 -0.094484 0.097546 33.5412 33.5412 35.103887 4.901020 -0.318849
    837 34.20 0.1920 0.013934 0.115995 0.016949 0.099199 34.0080 34.0080 34.784927 4.634721 -0.167632
    838 37.75 0.2043 0.103801 0.128036 0.064063 0.105554 37.5457 37.5457 34.650530 4.487062 0.645226
    839 38.07 0.2129 0.008477 0.129121 0.042095 0.109997 37.8571 37.8571 34.524427 4.334416 0.768886
    840 38.26 0.2048 0.004991 0.129765 -0.038046 0.105812 38.0552 38.0552 34.378410 4.127561 0.890790
    841 37.60 0.2037 -0.017250 0.127527 -0.005371 0.105244 37.3963 37.3963 34.213533 3.890439 0.818100
    842 36.16 0.1997 -0.038298 0.122643 -0.019637 0.103177 35.9603 35.9603 34.000697 3.593552 0.545311
    843 35.00 0.1944 -0.032080 0.118708 -0.026540 0.100439 34.8056 34.8056 33.866330 3.480067 0.269900
    844 33.43 0.1864 -0.044857 0.113384 -0.041152 0.096306 33.2436 33.2436 33.646037 3.292175 -0.122240
    845 33.96 0.1903 0.015854 0.115181 0.020923 0.098321 33.7697 33.7697 33.496863 3.175945 0.085907
    846 33.64 0.1852 -0.009423 0.114096 -0.026800 0.095686 33.4548 33.4548 33.326517 3.028345 0.042361
    847 33.35 0.1922 -0.008621 0.113112 0.037797 0.099303 33.1578 33.1578 33.158197 2.884626 -0.000138
    848 33.54 0.1940 0.005697 0.113757 0.009365 0.100232 33.3460 33.3460 33.284067 2.803907 0.022088
    849 33.50 0.2093 -0.001193 0.113621 0.078866 0.108137 33.2907 33.2907 33.429787 2.680099 -0.051896
    850 33.39 0.2006 -0.003284 0.113248 -0.041567 0.103642 33.1894 33.1894 33.571923 2.542510 -0.150451
    851 36.03 0.2089 0.079066 0.122202 0.041376 0.107931 35.8211 35.8211 33.782853 2.453389 0.830788
    852 34.19 0.2046 -0.051069 0.115961 -0.020584 0.105709 33.9854 33.9854 33.954067 2.269537 0.013806
    853 33.96 0.2075 -0.006727 0.115181 0.014174 0.107207 33.7525 33.7525 34.095950 2.108566 -0.162883
    854 32.67 0.2044 -0.037986 0.110806 -0.014940 0.105606 32.4656 32.4656 34.163993 2.016942 -0.842064
    855 32.97 0.2074 0.009183 0.111823 0.014677 0.107156 32.7626 32.7626 34.225003 1.942110 -0.752997
    856 32.06 0.1972 -0.027601 0.108737 -0.049180 0.101886 31.8628 31.8628 34.285937 1.831645 -1.322929
    857 32.08 0.1993 0.000624 0.108805 0.010649 0.102971 31.8807 31.8807 34.327183 1.759292 -1.390607
    858 32.62 0.2012 0.016833 0.110636 0.009533 0.103952 32.4188 32.4188 34.321883 1.764974 -1.078250
    859 33.14 0.2007 0.015941 0.112400 -0.002485 0.103694 32.9393 32.9393 34.312247 1.771926 -0.774833
    860 32.57 0.2004 -0.017200 0.110467 -0.001495 0.103539 32.3696 32.3696 34.301533 1.783003 -1.083528
    861 33.58 0.2063 0.031010 0.113892 0.029441 0.106587 33.3737 33.3737 34.264300 1.790564 -0.497385
    862 32.01 0.1939 -0.046754 0.108567 -0.060107 0.100181 31.8161 31.8161 34.162233 1.840931 -1.274427
    863 31.38 0.1927 -0.019681 0.106431 -0.006189 0.099561 31.1873 31.1873 34.029610 1.908211 -1.489515
    864 31.62 0.1930 0.007648 0.107245 0.001557 0.099716 31.4270 31.4270 33.883180 1.934461 -1.269697
    865 31.85 0.1902 0.007274 0.108025 -0.014508 0.098269 31.6598 31.6598 33.744790 1.940249 -1.074599
    866 32.19 0.1925 0.010675 0.109178 0.012093 0.099458 31.9975 31.9975 33.693333 1.966132 -0.862523
    867 32.53 0.1962 0.010562 0.110331 0.019221 0.101369 32.3338 32.3338 33.637527 1.980600 -0.658248
    868 32.17 0.1943 -0.011067 0.109110 -0.009684 0.100387 31.9757 31.9757 33.451860 1.858941 -0.794087
    869 31.62 0.1937 -0.017097 0.107245 -0.003088 0.100077 31.4263 31.4263 33.237500 1.697182 -1.067180
    870 31.78 0.1960 0.005060 0.107787 0.011874 0.101266 31.5840 31.5840 33.021793 1.458156 -0.986035
    871 31.93 0.1877 0.004720 0.108296 -0.042347 0.096978 31.7423 31.7423 32.833327 1.219038 -0.894990
    872 31.27 0.1872 -0.020670 0.106058 -0.002664 0.096719 31.0828 31.0828 32.670743 1.107793 -1.433430
    873 30.79 0.1883 -0.015350 0.104430 0.005876 0.097288 30.6017 30.6017 32.530613 1.094236 -1.762795
    874 30.88 0.1885 0.002923 0.104735 0.001062 0.097391 30.6915 30.6915 32.445543 1.135327 -1.544967
    875 32.47 0.1905 0.051490 0.110128 0.010610 0.098424 32.2795 32.2795 32.395870 1.107657 -0.105060
    876 32.47 0.1857 0.000000 0.110128 -0.025197 0.095944 32.2843 32.2843 32.356853 1.089538 -0.066591
    877 32.89 0.1862 0.012935 0.111552 0.002693 0.096203 32.7038 32.7038 32.341720 1.081150 0.334903
    878 32.85 0.1884 -0.001216 0.111416 0.011815 0.097339 32.6616 32.6616 32.318907 1.066347 0.321371
    879 32.36 0.1885 -0.014916 0.109754 0.000531 0.097391 32.1715 32.1715 32.281600 1.050638 -0.104793
    880 32.50 0.1959 0.004326 0.110229 0.039257 0.101214 32.3041 32.3041 32.252090 1.036600 0.050174
    881 32.26 0.1967 -0.007385 0.109415 0.004084 0.101627 32.0633 32.0633 32.126830 0.787593 -0.080664
    882 31.98 0.1982 -0.008679 0.108466 0.007626 0.102402 31.7818 31.7818 32.053377 0.706904 -0.384178
    883 31.92 0.1950 -0.001876 0.108262 -0.016145 0.100749 31.7250 31.7250 31.985793 0.631786 -0.412787
    884 29.82 0.1848 -0.065789 0.101140 -0.052308 0.095479 29.6352 29.6352 31.891447 0.756660 -2.981850
    885 28.39 0.1782 -0.047954 0.096290 -0.035714 0.092069 28.2118 28.2118 31.739753 0.994711 -3.546711
    886 25.68 0.1582 -0.095456 0.087098 -0.112233 0.081736 25.5218 25.5218 31.528387 1.508614 -3.981526
    887 26.43 0.1632 0.029206 0.089642 0.031606 0.084319 26.2668 26.2668 31.341257 1.786069 -2.841131
    888 26.75 0.1637 0.012107 0.090727 0.003064 0.084578 26.5863 26.5863 31.146840 1.972446 -2.312124
    889 26.96 0.1628 0.007850 0.091439 -0.005498 0.084113 26.7972 26.7972 30.942103 2.094943 -1.978528
    890 26.36 0.1572 -0.022255 0.089404 -0.034398 0.081219 26.2028 26.2028 30.736543 2.247070 -2.017625
    891 26.31 0.1590 -0.001897 0.089235 0.011450 0.082149 26.1510 26.1510 30.495787 2.339791 -1.856912
    892 26.50 0.1646 0.007222 0.089879 0.035220 0.085043 26.3354 26.3354 30.313097 2.444758 -1.627031
    893 25.15 0.1637 -0.050943 0.085301 -0.005468 0.084578 24.9863 24.9863 30.106397 2.623877 -1.951348
    894 25.55 0.1631 0.015905 0.086657 -0.003665 0.084268 25.3869 25.3869 29.905060 2.747856 -1.644249
    895 25.30 0.1596 -0.009785 0.085809 -0.021459 0.082459 25.1404 25.1404 29.687747 2.859810 -1.590087
    896 25.84 0.1588 0.021344 0.087641 -0.005013 0.082046 25.6812 25.6812 29.477203 2.915857 -1.301848
    897 26.06 0.1604 0.008514 0.088387 0.010076 0.082873 25.8996 25.8996 29.262730 2.935065 -1.145845
    898 27.10 0.1660 0.039908 0.091914 0.034913 0.085766 26.9340 26.9340 29.094673 2.918662 -0.740296
    899 26.95 0.1623 -0.005535 0.091406 -0.022289 0.083854 26.7877 26.7877 28.940053 2.913746 -0.738690
    900 26.01 0.1550 -0.034879 0.088217 -0.044978 0.080083 25.8550 25.8550 28.749087 2.922213 -0.990375
    901 25.22 0.1506 -0.030373 0.085538 -0.028387 0.077809 25.0694 25.0694 28.526657 2.940426 -1.175767
    902 25.30 0.1526 0.003172 0.085809 0.013280 0.078843 25.1474 25.1474 28.328810 2.962107 -1.074036
    903 25.59 0.1533 0.011462 0.086793 0.004587 0.079204 25.4367 25.4367 28.156643 2.975517 -0.914108
    904 25.60 0.1533 0.000391 0.086827 0.000000 0.079204 25.4467 25.4467 27.981817 2.975525 -0.851990
    905 25.72 0.1651 0.004687 0.087234 0.076973 0.085301 25.5549 25.5549 27.757663 2.892744 -0.761479
    906 25.61 0.1663 -0.004277 0.086861 0.007268 0.085921 25.4437 25.4437 27.529643 2.791461 -0.747259
    907 26.08 0.1666 0.018352 0.088455 0.001804 0.086076 25.9134 25.9134 27.303297 2.627958 -0.528889
    908 26.19 0.1638 0.004218 0.088828 -0.016807 0.084629 26.0262 26.0262 27.082117 2.433464 -0.433915
    909 26.54 0.1614 0.013364 0.090015 -0.014652 0.083389 26.3786 26.3786 26.889020 2.237649 -0.228105
    910 25.58 0.1572 -0.036172 0.086759 -0.026022 0.081219 25.4228 25.4228 26.659643 2.003905 -0.617216
    911 24.71 0.1498 -0.034011 0.083808 -0.047074 0.077396 24.5602 24.5602 26.409540 1.759556 -1.051027
    912 25.16 0.1525 0.018211 0.085334 0.018024 0.078791 25.0075 25.0075 26.183730 1.454599 -0.808628
    913 25.50 0.1571 0.013514 0.086488 0.030164 0.081168 25.3429 25.3429 25.970993 1.017155 -0.617500
    914 25.59 0.1609 0.003529 0.086793 0.024188 0.083131 25.4291 25.4291 25.830790 0.749277 -0.536104
    915 26.49 0.1646 0.035170 0.089845 0.022996 0.085043 26.3254 26.3254 25.767910 0.608499 0.916172
    916 26.76 0.1674 0.010193 0.090761 0.017011 0.086489 26.5926 26.5926 25.803603 0.624754 1.262893
    917 25.81 0.1633 -0.035501 0.087539 -0.024492 0.084371 25.6467 25.6467 25.782933 0.619133 -0.220039
    918 25.94 0.1644 0.005037 0.087980 0.006736 0.084939 25.7756 25.7756 25.755910 0.600264 0.032802
    919 26.32 0.1696 0.014649 0.089269 0.031630 0.087626 26.1504 26.1504 25.734350 0.572550 0.726662
    920 26.52 0.1700 0.007599 0.089947 0.002358 0.087833 26.3500 26.3500 25.739257 0.577314 1.057906
    921 26.17 0.1732 -0.013198 0.088760 0.018824 0.089486 25.9968 25.9968 25.734117 0.574199 0.457478
    922 26.68 0.1778 0.019488 0.090490 0.026559 0.091863 26.5022 26.5022 25.739677 0.580990 1.312455
    923 26.74 0.1761 0.002249 0.090693 -0.009561 0.090984 26.5639 26.5639 25.792263 0.581844 1.326191
    924 26.34 0.1654 -0.014959 0.089337 -0.060761 0.085456 26.1746 26.1746 25.818520 0.580693 0.613199
    925 26.96 0.1658 0.023538 0.091439 0.002418 0.085663 26.7942 26.7942 25.873647 0.592477 1.553736
    926 26.51 0.1665 -0.016691 0.089913 0.004222 0.086024 26.3435 26.3435 25.895723 0.597378 0.749570
    927 26.35 0.1628 -0.006035 0.089371 -0.022222 0.084113 26.1872 26.1872 25.905310 0.599745 0.470016
    928 26.93 0.1665 0.022011 0.091338 0.022727 0.086024 26.7635 26.7635 25.899627 0.590396 1.463210
    929 27.33 0.1692 0.014853 0.092694 0.016216 0.087419 27.1608 27.1608 25.912063 0.613236 2.036306
    930 27.72 0.1723 0.014270 0.094017 0.018322 0.089021 27.5477 27.5477 25.968487 0.681839 2.316107
    931 28.18 0.1767 0.016595 0.095577 0.025537 0.091294 28.0033 28.0033 26.066283 0.754925 2.565841
    932 27.33 0.1690 -0.030163 0.092694 -0.043577 0.087316 27.1610 27.1610 26.133403 0.759908 1.352265
    933 27.03 0.1673 -0.010977 0.091677 -0.010059 0.086438 26.8627 26.8627 26.180937 0.759424 0.897737
    934 26.99 0.1664 -0.001480 0.091541 -0.005380 0.085973 26.8236 26.8236 26.226833 0.755115 0.790299
    935 26.86 0.1639 -0.004817 0.091100 -0.015024 0.084681 26.6961 26.6961 26.264873 0.748816 0.575878
    936 26.87 0.1678 0.000372 0.091134 0.023795 0.086696 26.7022 26.7022 26.306823 0.736375 0.536923
    937 26.78 0.1680 -0.003349 0.090829 0.001192 0.086799 26.6120 26.6120 26.330110 0.734548 0.383760
    938 26.53 0.1707 -0.009335 0.089981 0.016071 0.088194 26.3593 26.3593 26.341213 0.732310 0.024698
    939 25.90 0.1626 -0.023747 0.087844 -0.047452 0.084009 25.7374 25.7374 26.319840 0.740493 -0.786557
    940 25.62 0.1624 -0.010811 0.086895 -0.001230 0.083906 25.4576 25.4576 26.321000 0.739065 -1.168233
    941 25.51 0.1589 -0.004294 0.086522 -0.021552 0.082098 25.3511 25.3511 26.347363 0.686313 -1.451617
    942 25.03 0.1586 -0.018816 0.084894 -0.001888 0.081943 24.8714 24.8714 26.342827 0.695858 -2.114549
    943 25.35 0.1596 0.012785 0.085979 0.006305 0.082459 25.1904 25.1904 26.337743 0.703925 -1.629923
    944 25.45 0.1623 0.003945 0.086318 0.016917 0.083854 25.2877 25.2877 26.333030 0.710660 -1.470928
    945 25.59 0.1636 0.005501 0.086793 0.008010 0.084526 25.4264 25.4264 26.303063 0.729692 -1.201415
    946 25.75 0.1653 0.006252 0.087336 0.010391 0.085404 25.5847 25.5847 26.269467 0.739045 -0.926556
    947 24.97 0.1666 -0.030291 0.084690 0.007864 0.086076 24.8034 24.8034 26.241357 0.778532 -1.847011
    948 24.74 0.1656 -0.009211 0.083910 -0.006002 0.085559 24.5744 24.5744 26.201317 0.832341 -1.954628
    949 24.85 0.1639 0.004446 0.084283 -0.010266 0.084681 24.6861 24.6861 26.152507 0.877158 -1.671771
    950 25.27 0.1702 0.016901 0.085708 0.038438 0.087936 25.0998 25.0998 26.110833 0.896927 -1.127219
    951 26.08 0.1737 0.032054 0.088455 0.020564 0.089744 25.9063 25.9063 26.107817 0.897476 -0.224537
    952 26.26 0.1801 0.006902 0.089065 0.036845 0.093051 26.0799 26.0799 26.093740 0.894383 -0.015474
    953 27.66 0.1872 0.053313 0.093814 0.039423 0.096719 27.4728 27.4728 26.124037 0.925704 1.457013
    954 28.03 0.1862 0.013377 0.095069 -0.005342 0.096203 27.8438 27.8438 26.179677 0.977560 1.702323
    955 27.70 0.1867 -0.011773 0.093949 0.002685 0.096461 27.5133 27.5133 26.203647 1.001667 1.307474
    956 27.98 0.1893 0.010108 0.094899 0.013926 0.097804 27.7907 27.7907 26.251887 1.042645 1.475875
    957 27.62 0.1936 -0.012866 0.093678 0.022715 0.100026 27.4264 27.4264 26.293193 1.064315 1.064728
    958 28.40 0.2097 0.028240 0.096323 0.083161 0.108344 28.1903 28.1903 26.340753 1.116648 1.656338
    959 28.64 0.2070 0.008451 0.097137 -0.012876 0.106949 28.4330 28.4330 26.383160 1.171667 1.749508
    960 29.48 0.2030 0.029330 0.099986 -0.019324 0.104882 29.2770 29.2770 26.440803 1.269398 2.234285
    961 29.35 0.2123 -0.004410 0.099546 0.045813 0.109687 29.1377 29.1377 26.478617 1.332857 1.995026
    962 29.93 0.2256 0.019761 0.101513 0.062647 0.116559 29.7044 29.7044 26.563397 1.453214 2.161418
    963 28.58 0.2173 -0.045105 0.096934 -0.036791 0.112271 28.3627 28.3627 26.613397 1.489226 1.174639
    964 28.98 0.2312 0.013996 0.098291 0.063967 0.119452 28.7488 28.7488 26.677570 1.539237 1.345622
    965 29.86 0.2271 0.030366 0.101275 -0.017734 0.117334 29.6329 29.6329 26.775463 1.631103 1.751844
    966 30.44 0.2213 0.019424 0.103242 -0.025539 0.114337 30.2187 30.2187 26.892680 1.747833 1.902939
    967 31.12 0.2250 0.022339 0.105549 0.016719 0.116249 30.8950 30.8950 27.035447 1.893009 2.038846
    968 30.86 0.2304 -0.008355 0.104667 0.024000 0.119039 30.6296 30.6296 27.177790 1.998050 1.727589
    969 31.40 0.2341 0.017498 0.106498 0.016059 0.120951 31.1659 31.1659 27.358740 2.106001 1.807768
    970 30.50 0.2313 -0.028662 0.103446 -0.011961 0.119504 30.2687 30.2687 27.519110 2.139158 1.285361
    971 32.15 0.2376 0.054098 0.109042 0.027237 0.122759 31.9124 31.9124 27.737820 2.242763 1.861356
    972 33.14 0.2356 0.030793 0.112400 -0.008418 0.121726 32.9044 32.9044 28.005587 2.364944 2.071429
    973 33.67 0.2372 0.015993 0.114198 0.006791 0.122552 33.4328 33.4328 28.280333 2.501452 2.059790
    974 32.05 0.2264 -0.048114 0.108703 -0.045531 0.116972 31.8236 31.8236 28.498197 2.516399 1.321493
    975 30.92 0.2201 -0.035257 0.104870 -0.027827 0.113717 30.6999 30.6999 28.673980 2.478321 0.817457
    976 32.30 0.2314 0.044631 0.109551 0.051340 0.119556 32.0686 32.0686 28.890110 2.482342 1.280440
    977 30.59 0.2235 -0.052941 0.103751 -0.034140 0.115474 30.3665 30.3665 29.075547 2.371857 0.544280
    978 30.77 0.2233 0.005884 0.104362 -0.000895 0.115371 30.5467 30.5467 29.274623 2.227265 0.571139
    979 29.91 0.2194 -0.027949 0.101445 -0.017465 0.113356 29.6906 29.6906 29.441440 2.052284 0.121406
    980 30.58 0.2227 0.022401 0.103717 0.015041 0.115061 30.3573 30.3573 29.616690 1.886538 0.392576
    981 30.71 0.2224 0.004251 0.104158 -0.001347 0.114906 30.4876 30.4876 29.769400 1.756796 0.408812
    982 28.01 0.2010 -0.087919 0.095001 -0.096223 0.103849 27.8090 27.8090 29.827037 1.657114 -1.217802
    983 29.18 0.2122 0.041771 0.098969 0.055721 0.109636 28.9678 28.9678 29.876870 1.605552 -0.566204
    984 29.60 0.2181 0.014393 0.100393 0.027804 0.112684 29.3819 29.3819 29.928140 1.562369 -0.349623
    985 30.11 0.2177 0.017230 0.102123 -0.001834 0.112477 29.8923 29.8923 30.007440 1.494473 -0.077044
    986 31.17 0.2213 0.035204 0.105718 0.016537 0.114337 30.9487 30.9487 30.112707 1.443292 0.579227
    987 30.77 0.2203 -0.012833 0.104362 -0.004519 0.113821 30.5497 30.5497 30.216817 1.352637 0.246099
    988 29.79 0.2146 -0.031849 0.101038 -0.025874 0.110876 29.5754 29.5754 30.262987 1.303839 -0.527355
    989 30.02 0.2204 0.007721 0.101818 0.027027 0.113872 29.7996 29.7996 30.308540 1.260863 -0.403644
    990 30.00 0.2263 -0.000666 0.101750 0.026770 0.116921 29.7737 29.7737 30.325097 1.250066 -0.441094
    991 30.20 0.2241 0.006667 0.102428 -0.009722 0.115784 29.9759 29.9759 30.353037 1.231846 -0.306156
    992 30.69 0.2250 0.016225 0.104090 0.004016 0.116249 30.4650 30.4650 30.378390 1.225848 0.070653
    993 31.92 0.2282 0.040078 0.108262 0.014222 0.117902 31.6918 31.6918 30.489360 1.187159 1.012872
    994 31.59 0.2275 -0.010338 0.107143 -0.003067 0.117541 31.3625 31.3625 30.576483 1.150354 0.683282
    995 32.46 0.2315 0.027540 0.110094 0.017582 0.119607 32.2285 32.2285 30.663003 1.174299 1.333133
    996 32.63 0.2329 0.005237 0.110670 0.006048 0.120331 32.3971 32.3971 30.735617 1.212604 1.370178
    997 32.00 0.2332 -0.019307 0.108533 0.001288 0.120486 31.7668 31.7668 30.764677 1.226918 0.816781
    998 33.27 0.2393 0.039688 0.112841 0.026158 0.123637 33.0307 33.0307 30.844713 1.294270 1.688973
    999 34.62 0.2415 0.040577 0.117420 0.009193 0.124774 34.3785 34.3785 30.951800 1.445795 2.370115


    6.5: 6.4 tekinin grafiksel gosterimi:





    MORDEN PORTYFOLYO TEORISI:
    7: MONTE CARLO SIMILASYONU SONUCU: oncelikle biraz mantigini anlatacagim; 50.000 adet deneme yapilacak, bu denemeler sonucu en iyi kar, risk, sharpe oranini veren coinler ve yuzdeleri bulunacak.
    #agirliklardaki tum sayilari toplayip her bir indeksteki sayiyi bolecek.
    #karlari hesaplamak icin; sutundaki karlarin ortalamasini hesaplayip ve bunuda tum agirliklardan gelen yani tum koinlerin agirligiyla carpicaz.
    #riski hesaplamak icin; karlarin covaryasyonunu alip yani beraber hareket etme oranlari, bunlari tum agirlikla oranlayip karekokunu aliyoruz.
    #sharpe ratio hesaplamak icin; her similasyonun karini riskinine boluyoruz (kar[i]/risk[i])


    hedef agirliklar(%)= [6.14163574e+00 1.16561192e+01 2.56332621e+00 8.75058598e+00
    1.15837355e+00 9.81081323e+00 1.19896829e+01 1.08930082e+01
    1.10885474e+01 5.12730817e-01 3.83623731e+00 3.87714564e+00
    1.57969647e+00 1.48578784e-01 5.83559375e-03 6.41295348e+00
    4.60767178e+00 2.74282373e+00 2.10703431e+00 1.17199595e-01]

    kar(%)= 0.10776250765828438 --gunluk

    risk(%)= 4.153008493734826

    sharpe orani(%)= 0.02594805857509164

    GRAFIGI:



    GRAFIK YORUMU; en yuksek karli getiri ve en dusuk riske sahip portfolyodan % dagilimlar buda hedef agirliktaki % ler.






    SORULAR:

    - Genel olarak 226 adet futures coin bulunmakta suan icin USDT bazinda. Bunlarin hepsinde ortak bir sey belirlemek mi mantikli olur yoksa belli coinler uzerinden bir seyler yapmak mi?

    - periyot secimi nasil olmali? (tum coinlerde analiz yapma suresi oldukca uzuyor yaklasik 34dk suruyor ve stratejiye gore degisiyor.)
  • 08-12-2023, 21:45:41
    #2
    Bu kapsamlı analizin temelinde, her kripto paranın belirli bir zaman dilimindeki maksimum, minimum ve kapanış değerlerine odaklandığınızı görüyorum. Ayrıca, düşük, yüksek ve kapanış değerleri arasında bazı oranlar üzerinden kıyaslamalar yaptığınızı fark ettim. Eğer belirli bir konuda veya bu verilerle ilgili belirli bir sorunuz varsa, size yardımcı olabilir miyim?
  • 08-12-2023, 22:07:47
    #3
    netadam adlı üyeden alıntı: mesajı görüntüle
    Bu kapsamlı analizin temelinde, her kripto paranın belirli bir zaman dilimindeki maksimum, minimum ve kapanış değerlerine odaklandığınızı görüyorum. Ayrıca, düşük, yüksek ve kapanış değerleri arasında bazı oranlar üzerinden kıyaslamalar yaptığınızı fark ettim. Eğer belirli bir konuda veya bu verilerle ilgili belirli bir sorunuz varsa, size yardımcı olabilir miyim?
    Yanitiniz ve ilginiz icin cok tesekkur ederim Anlamli olsun diye cikti sonuclarini gunluk olarak paylastim 5dk ye kadar verileri analiz edebilirim ama nasil anlamdiracagim yada bunun sonucuda neye gore isleme girecegim konusunda tam olarak emin olamiyorum. Yardimci olmanizdan mutluluk duyarim. Tum konuyu bitirmedim henuz yani kafamdaki her seyi once bir konuya aktarip sonra onlari kendim bir okuyup tek yerde gorerek ondan sonra kendi sorularim daha net olusur diye dusunuyorum. Bir kac stratejinin de sonuclarini paylasacagim cunku. Ama onerileriniz varsa su degere bak, sunlari karsilastir gibi ozel olarak veya buradan onlarin ciktilarinida paylasabilirim. Algo trade eden bir bot olusturdum islemlere neye gore girsin konusunda hala kafam net degil, hangisi beni a noktasindan b ye goturur tam emin olamiyorum.
  • 09-12-2023, 02:16:19
    #4
    Merhabalar,

    Böyle analizler görmek çok menmun edici. Sence ışık var hocam

    https://www.r10.net/python/3909595-b...bulan-kod.html

    Yapmaya çalıştığın şey ortalama dönüş stratejisi herhalde. Bende biraz uğraştım. Tabi seninki kadar değil

    Stat arb diyorlar buna. Kolerasyondan çıkan çiftler birine kısa pozisyon diğerine uzun pozisyon girersin. Kolere olduklarında işlemden çıkarsın kar edersin kısacası.
  • 09-12-2023, 02:28:09
    #5
    Yani amaç https://hudsonthames.org/definitive-...pairs-trading/ burada anlatılanlar hocam. Giriş çıkışları bu makaleye göre uyarlayabilirsin.
    Fakat neden bu yöntem, zaten kazanıyor ve daha da geliştirmek mi amaç ? Yoksa denenmeyeni denemek mi gibi amaçların mı var benim gibi ?

    Bende python biliyorum ve aktif olarak şuan bir bot çalıştırıyorum, websocket ile orderbook takibi yapıyorum anlık olarak. Fakat bir türlü istediğim sonuçları alabilecek bir sistem geliştiremedim. Ahaaa bu diyebileceğim bir şey şimdilik yok yani Ayrıca stats arb daha denemedim makalede anlatılanları. Sıra ona daha gelmedi. Belki sen denesin ve sonuçları benimle paylaşırsın.
  • 09-12-2023, 18:15:01
    #6
    aLKaDraZ adlı üyeden alıntı: mesajı görüntüle
    Merhabalar,

    Böyle analizler görmek çok menmun edici. Sence ışık var hocam

    https://www.r10.net/python/3909595-b...bulan-kod.html

    Yapmaya çalıştığın şey ortalama dönüş stratejisi herhalde. Bende biraz uğraştım. Tabi seninki kadar değil

    Stat arb diyorlar buna. Kolerasyondan çıkan çiftler birine kısa pozisyon diğerine uzun pozisyon girersin. Kolere olduklarında işlemden çıkarsın kar edersin kısacası.
    aLKaDraZ adlı üyeden alıntı: mesajı görüntüle
    Yani amaç https://hudsonthames.org/definitive-...pairs-trading/ burada anlatılanlar hocam. Giriş çıkışları bu makaleye göre uyarlayabilirsin.
    Fakat neden bu yöntem, zaten kazanıyor ve daha da geliştirmek mi amaç ? Yoksa denenmeyeni denemek mi gibi amaçların mı var benim gibi ?

    Bende python biliyorum ve aktif olarak şuan bir bot çalıştırıyorum, websocket ile orderbook takibi yapıyorum anlık olarak. Fakat bir türlü istediğim sonuçları alabilecek bir sistem geliştiremedim. Ahaaa bu diyebileceğim bir şey şimdilik yok yani Ayrıca stats arb daha denemedim makalede anlatılanları. Sıra ona daha gelmedi. Belki sen denesin ve sonuçları benimle paylaşırsın.
    degerli yorumlariniz icin cok tesekkur ederim hocam oncelikle isik gordugunuz icinde ayrica tesekkur ederim insani motive ediyor konunuzda oldukca guzel kod paylasimi yapmissiniz dediginiz gibi ortalamaya donus stratejisi ikisi bir kesistiginde tekrar pozisyonu kapatmak olay.


    https://www.youtube.com/watch?v=tPlP...JhZGluZw%3D%3D


    https://www.youtube.com/watch?v=vVd_ncm7dW4


    bu iki video da gordum bende pairs trading i onun uzerine denemek istedim hangileri korele acaba diye. hudsonthames teki ucretsiz dokumanlarda oldukca guzel okuyup uzerine degerlendirmeler yapmaya calisacagim. Denenmeyeni denemek aslinda birazda cunku var olan seyleri herkes gorup kullaniyor buyuk parasi olanlarda cogunlugun nerede isleme girecegini az cok biliyordur. Kimisi kirilim bekliyor formasyonda, kimisi rsi, macd kesisimi bekliyor ama bunlarin hepsi her parite icin net ve stabil olarak calismiyor. yYa calisanlari bulmak ve onlarda trade etmek lazim ki oda gecmis veriye bakip gelecegi yorumlamakta ne kadar dogru oluyor ondan da emin degilim acikcasi. Cunku 1 yil calisip 1 yil sonra hic calismayada bilir ayni yontem.

    Ben websocket kullanmadim direkt fapi uzerinden cekiyorum verileri daha kolay geldi bana acikcasi websocket a gore. Ama basta websocket arastirsaydim muhtemelen o daha kolay gelebilirdi

    zaten aha bu diyebilecegimiz bir sey icin calisiyoruz oda denk gelmiyor eskiler iyi yontemler bulmus galiba yada o zaman icin calisiyormus. Paul Tudor Jones un ema200 stratejisini denedim efektif calisti belli paritelerde ama hepsinde olmuyor tabii ki. Birde yatay durum da zaten calisan bir seye rastlayamadim grid trading disinda. Ek ciktilar ekleyecegim farkli stratejilerin amacim bu konu hakkinda tartisip farkli fikir, oneriler alip deneyimleyen kisilerin sonuclarini degerlendirmek. Siz belli bir seyleri zaten denemissiniz tutupta benimde amerikayi yeniden kesfetmeme gerek yok bu bilgi ve deneyimden cikarimlarda bulunmak daha islevsel.
  • 09-12-2023, 19:30:19
    #7
    d1c3m4n.ai adlı üyeden alıntı: mesajı görüntüle
    degerli yorumlariniz icin cok tesekkur ederim hocam oncelikle isik gordugunuz icinde ayrica tesekkur ederim insani motive ediyor konunuzda oldukca guzel kod paylasimi yapmissiniz dediginiz gibi ortalamaya donus stratejisi ikisi bir kesistiginde tekrar pozisyonu kapatmak olay.


    https://www.youtube.com/watch?v=tPlP...JhZGluZw%3D%3D


    https://www.youtube.com/watch?v=vVd_ncm7dW4


    bu iki video da gordum bende pairs trading i onun uzerine denemek istedim hangileri korele acaba diye. hudsonthames teki ucretsiz dokumanlarda oldukca guzel okuyup uzerine degerlendirmeler yapmaya calisacagim. Denenmeyeni denemek aslinda birazda cunku var olan seyleri herkes gorup kullaniyor buyuk parasi olanlarda cogunlugun nerede isleme girecegini az cok biliyordur. Kimisi kirilim bekliyor formasyonda, kimisi rsi, macd kesisimi bekliyor ama bunlarin hepsi her parite icin net ve stabil olarak calismiyor. yYa calisanlari bulmak ve onlarda trade etmek lazim ki oda gecmis veriye bakip gelecegi yorumlamakta ne kadar dogru oluyor ondan da emin degilim acikcasi. Cunku 1 yil calisip 1 yil sonra hic calismayada bilir ayni yontem.

    Ben websocket kullanmadim direkt fapi uzerinden cekiyorum verileri daha kolay geldi bana acikcasi websocket a gore. Ama basta websocket arastirsaydim muhtemelen o daha kolay gelebilirdi

    zaten aha bu diyebilecegimiz bir sey icin calisiyoruz oda denk gelmiyor eskiler iyi yontemler bulmus galiba yada o zaman icin calisiyormus. Paul Tudor Jones un ema200 stratejisini denedim efektif calisti belli paritelerde ama hepsinde olmuyor tabii ki. Birde yatay durum da zaten calisan bir seye rastlayamadim grid trading disinda. Ek ciktilar ekleyecegim farkli stratejilerin amacim bu konu hakkinda tartisip farkli fikir, oneriler alip deneyimleyen kisilerin sonuclarini degerlendirmek. Siz belli bir seyleri zaten denemissiniz tutupta benimde amerikayi yeniden kesfetmeme gerek yok bu bilgi ve deneyimden cikarimlarda bulunmak daha islevsel.
    Pairs trading için konuşuyorum. Ben deneyeceğim zaman şu şekilde bir mantık kenara not ettim. Yakından ilişkili olduğunu varsaydığımız iki koin, belirli bir bollinger bandı ölçüsüyle birbirinden saptığında, düşeni uzun long , fiyatı artanı ise kısa short olarak denemeler yapmayı düşünüyordum açıkcası. Bir kaç saat önce aynı olay BTCUSDT ve atomusdt arasında oldu mesala 15:50 civarinda btc uzun yükselirken atom düşüyordu. Normalde kolerasyon olan çift bunlar. Açıkçası kolere olmalıları beklemeden trailling stop ile takip edip ikisinden de kar alınabilirdi. Fakat düşene short yükselene long girmiş olsaydık Yani benim incelemelerime göre düşene long girmek pek sıcak gelmiyor. Küllüm zarar etmek var. Ben tamamen scalp düşünüyorum ondan böyle dedim.

    Ayrıca senin araştırmaların oldukça ilgi çekici geldi bana.Eğer ingilizcen varsa reddit de algotrading kanalı var. Bu konuyu bence orada aç. Algo geliştiren çok fazla insan var. Fikirlerini merak ediyorum bende oradakilerin. Açarsan orda konuyu banada link gönder bende okumak takip etmek isterim.

    Ayrıca bende seninle hem fikirim geliştirmeyeni geliştirmek amaçım benimde ? Fakat benim gördüğüm kadarı ile bu işte bence en ince detay indikatörlerin insanlarla kolerasyonu bence. Yani rsi kullanan milyon insan var. İndikatörler geleceği bilemez ama insanlar bunu ne kadar fazla kullanırlarsa piyasaya yönü verende o oluyor. RSİ kullanarak bir sürü pozisyon açan insan var. Bu indikatörleri harmanlayarak metamatik ve istatislik kullanarak yeni bir indikatör geliştirmek bence daha iyi olucak gibi duruyor şuan için.Matematik konusunda hiç iyi değilim, matematik öğretmenim senden bir *** olmaz diyordu, keşke kadını dinleseydim matematik şuan baya lazım bana Neyse hoşcakal Allah kolay versin. Devam çalışmaya bir gün yakalarız belki nasip
  • 09-12-2023, 20:24:35
    #8
    Scalp kisminda soyle bir strateji nasil olabilir hocam sizce; 8h lik periyotta mumun boyunun (high - low) 3 katina cikmis bir coine long girmek veya tersi yonde dusenede short girmek trailing ile takip etmek? Bu son yukselisler de ani firlamalar oluyor cunku ve bu buyuk sicramalar genelde 5 - 15m lik mumlarda gerceklesiyor. Scalp kisminda bana en mantikli gelen boyle bir sey acikcasi. Tamasini yazmayi dusunuyorum bununda incelemek adina.

    Tabii ki, o kismi bilmiyordum redditteki duzenleyip oraya da acayim cok tesekkur ediyorum.

    RSI in bir suyunu cikartip icirmedikleri kaldi hocam bize tradingview uzerinde turetilmis cok fazla indikator var farkli bri sey yapmak icin ne olabilir diye onlarinda bir kismini inceledim acikcasi ama isin kotu yani bazisi coinlerde cok guzeller bazi coinlerde sonuc husran umarim yakalariz emek ve cabalarimiz sonucsuz kalmaz. Bir cikti daha paylasmak istiyorum;

    https://drive.google.com/file/d/1Jm3...usp=drive_link

    bu dizinde txt halide var ama kaymalar oluyor txt halinde. pretty table ile olusturdum python da bu ciktiyi.









    resimleri yanyana koyabilirseniz hepsini daha anlamli bir butun halinde inceleyebilirsiniz.

    Burda da hacim, acik pozisyon sayisi gibi bilgilerle islemler yapmaya calistim ve bunlarin mumun durumu ve bir sonraki mum hakkinda bir cikarim yapilabilir mi diye inceliyorum. Mesela guclu boga da kapattiysa (ort + high) / 2 < close bir sonraki mumun alicili gecmesine ve acik pozisyonlar ile baglantisini anlamlandirabilir miyiz?

    https://www.binance.com/en/futures/f...l/trading-data
  • 10-12-2023, 01:06:42
    #9
    Valla hocam FREQTRADE duydunuz mu bilmiyorum fakat bu yazılımla baya şey test etmiştim. DRY RUN da. Mumları 'da çok test ettim sonuç hep hüsrandı. Dojiler sabah yıldızı, python talib kütübanesindeki hemen hemen tüm mum formasyonları dry run da çalıştırdım. Bu söylediğiniz 8H periyotta da tutacağını sanmıyorum fakat denemeden bilinmez tabi ki. Yalnız neden 8H periyot özel bir sebebi varmı ?

    Gönderdiğiniz veriler çok değerli. Ben de binance buy sell ratio oranlarında bir açık görmüştüm bundan 1 sene önce filan, hemen python ile yaptım birşeyler fakat veriler geçikmeli geldiğini fark ettim. Geçikme olunca herşey değişti ondan iptal ettim. Daha sonra madem buy sell oranları bu kadar etki ediyorsa dedim websocket ile emir defterini takip edeyim dedim. Emir defterinde spreadları ve bid ask ratio oranlarını anlık olarak geçik büyük emirler geldiğinde işlem açarım diye plan yaptım. Ve şuan o bot çalışıyor. 4 günde 20 doları şuan 23 dolar oldu. 29 dolara çıktı tekrar indi. 20x kaldıraç var birde 7 çift e işlem açıyorum. Yani şuan karda gözüküyor 1 ay atlatır ve bana para bırakırsa 5k 10k tl ile bir deneme yapacağım tekrar. Senin kafan daha iyi çalışıyor bence. Senle ücretsiz şekilde paylaşabilirim istersen, belki sen daha iyi bir fikir ortaya atarsın araştırırsan.

    Renko, Kagi bu grafikleri de kontrol etmeni öneririm. Mesela kagi grafiğinde rsi hesapla bir gör bak. Reddit de okumuştum bir milyarder mum grafikleri yerine yıldız grafiklerini kullandığını söylüyordu birisi. Ne kadar doğru bilmiyorum ama inandırıcı geldi bana. Kagi de gördüm mesela kafama yattı onuda denemedim sıra daha gelmedi ona Yani tek kişi olunca böyle oluyor.

    Ben sana bildiklerimi aktararım menmuniyetle. Burası biraz farklı bir platform haline geldi bu konuları keşke 10 yıl önce filan yapsaydık o zaman herkez çok açık dı bu kadar kapalı değildi. Yani şuraya beyni açıcak adamlar girse konu farklı bir yere giderdi. Çünkü ben hep kendi penceremden baktım olaya. O yüzden senin gibi arkadaşları görünce heyacanlanıyorum, bildiğim bir şey varsa aktarmaya çalışıyorum her zaman.

    Mesela bende sana bir caps göndereyim. En son keşif ettiğim ve geliştirmeler yaptığım indikatörden bir caps. Kafam bozuldu gittim birde pinescript öğrendim az çok

    Bundan biraz umutluyum ama. Geri test yapmadım daha. Bu btc 1dk mumlarda işlem yapıyor. Hele 1 saatlik ve günlükte sinyaller çok daha sağlam. Sadece BTC diğerlerine bakmaya gerek varmı yok dimi BTC başarı altlarda da başarı demek oluyormu acaba ?
    Yani bu websocket den daha iyi sonuçlanacak gibi duruyor şuan ama bilmiyorum deneyeceğiz bakalım. Kısacası kardeş, teknik analizle dünya kadar para kaldıran insan var, acaba diyorum biz python odaklanacağımız yerde indikatör mü geliştirmeye çalışsak diye düşünüyorum bazen.







    d1c3m4n.ai adlı üyeden alıntı: mesajı görüntüle
    Scalp kisminda soyle bir strateji nasil olabilir hocam sizce; 8h lik periyotta mumun boyunun (high - low) 3 katina cikmis bir coine long girmek veya tersi yonde dusenede short girmek trailing ile takip etmek? Bu son yukselisler de ani firlamalar oluyor cunku ve bu buyuk sicramalar genelde 5 - 15m lik mumlarda gerceklesiyor. Scalp kisminda bana en mantikli gelen boyle bir sey acikcasi. Tamasini yazmayi dusunuyorum bununda incelemek adina.

    Tabii ki, o kismi bilmiyordum redditteki duzenleyip oraya da acayim cok tesekkur ediyorum.

    RSI in bir suyunu cikartip icirmedikleri kaldi hocam bize tradingview uzerinde turetilmis cok fazla indikator var farkli bri sey yapmak icin ne olabilir diye onlarinda bir kismini inceledim acikcasi ama isin kotu yani bazisi coinlerde cok guzeller bazi coinlerde sonuc husran umarim yakalariz emek ve cabalarimiz sonucsuz kalmaz. Bir cikti daha paylasmak istiyorum;

    https://drive.google.com/file/d/1Jm3...usp=drive_link

    bu dizinde txt halide var ama kaymalar oluyor txt halinde. pretty table ile olusturdum python da bu ciktiyi.









    resimleri yanyana koyabilirseniz hepsini daha anlamli bir butun halinde inceleyebilirsiniz.

    Burda da hacim, acik pozisyon sayisi gibi bilgilerle islemler yapmaya calistim ve bunlarin mumun durumu ve bir sonraki mum hakkinda bir cikarim yapilabilir mi diye inceliyorum. Mesela guclu boga da kapattiysa (ort + high) / 2 < close bir sonraki mumun alicili gecmesine ve acik pozisyonlar ile baglantisini anlamlandirabilir miyiz?

    https://www.binance.com/en/futures/f...l/trading-data