Dynamische Netzhandelsmanagementstrategie


Erstellungsdatum: 2023-12-04 15:43:44 zuletzt geändert: 2023-12-04 15:43:44
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Dynamische Netzhandelsmanagementstrategie

Überblick

Die Dynamic Grid Trading Management Strategy ist eine Handelsstrategie, die auf Preisänderungen basiert. Sie nutzt die Marktvolatilität, um das Ziel zu erreichen, das Portfolio zu optimieren, indem Kauf- und Verkaufspunkte auf verschiedenen Preisniveaus gesetzt werden. Die Strategie ist für verschiedene Marktbedingungen geeignet, insbesondere für langfristige Haltungen, Cash-Off-Handel und schwankende Geschäfte ohne Leverage.

Strategieprinzip

Der Kern der Dynamic Grid Trading Management Strategie besteht darin, die Grid-Ebene anhand von Phasen zu bestimmen, die auf Zeitzyklen basieren. Sie erfolgt durch die Einrichtung mehrerer Kauf- und Verkaufspunkte, um bei Preisrückgängen zu kaufen und bei Preiserhöhungen zu verkaufen. Wenn die Marktpreise sinken, wird die Strategie weiter gekauft, um die durchschnittlichen Kaufkosten zu senken.

Strategische Vorteile

  1. Anpassung an MarktschwankungenDie Strategie kann sowohl in einer bullish als auch in einer bearish Situation eingesetzt werden.
  2. GefährdungsunterschiedeDas Risiko, an einem einzigen Preispunkt zu kaufen oder zu verkaufen, wird durch den Handel an verschiedenen Preisniveaus verteilt.
  3. Langfristige GewinneEs ist eine Strategie für langfristige Beteiligungen, die durch durchschnittliche Kostenwirkung langfristig zu stabilen Erträgen führen kann.

Strategisches Risiko

  1. Extreme MarktbewegungenDie Strategie kann unter extremen Marktverhaltensweisen wie starken Schwankungen oder Marktausbrüchen mit einem höheren Risiko konfrontiert sein.
  2. Strategie zur Optimierung der BedürfnisseStrategie muss ständig an die Marktbedingungen angepasst und optimiert werden, um sich an unterschiedliche Marktumgebungen anzupassen.

Richtung der Strategieoptimierung

  1. Parameter angepasstDie Größe und die Häufigkeit der Transaktionen werden an die Marktänderungen angepasst, um den unterschiedlichen Marktschwankungen gerecht zu werden.
  2. RisikokontrolleDie Einführung von feineren Risikomanagementmechanismen wie Stop-Loss-Systemen, um große Verluste unter extremen Marktbedingungen zu vermeiden.

Zusammenfassen

Die Dynamic Grid Trading Management Strategy ist eine flexible Handelsstrategie, die für verschiedene Marktumgebungen geeignet ist. Sie zielt darauf ab, Risiken zu reduzieren und langfristige Gewinne zu erzielen, indem sie in verschiedenen Preisniveaus gekauft und verkauft wird. Die Strategie erfordert jedoch ständige Anpassungen und Optimierungen, um sich an die Veränderungen des Marktes anzupassen, da der Markt unberechenbar ist.

Strategiequellcode
/*backtest
start: 2022-11-27 00:00:00
end: 2023-12-03 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// © XaviZ

//@version=4
strategy(title = "CoGrid Management", shorttitle = "CoGrid💹", overlay = true, pyramiding = 1000, default_qty_value = 0)

// ———————————————————— Inputs

WOption             = input('PRICE',        " 》 WIDTH TYPE",                                                   options = ['PRICE','% PP'])
Width               = input(500,            " 》 WIDTH",                type = input.float,     minval = 0)
ppPeriod            = input('Month',        " 》 PP PERIOD",                                                    options = ['Day','Week','15D','Month'])
BuyType             = input("CASH",         " 》 BUY TYPE",                                                     options = ["CONTRACTS","CASH","% EQUITY"])
BuyQ                = input(10000,          " 》 QUANTITY TO BUY",      type = input.float,     minval = 0)
SellType            = input('CONTRACTS',    " 》 SELL TYPE",                                                    options = ["CONTRACTS","CASH","% EQUITY"])
SellQ               = input(2,              " 》 QUANTITY TO SELL",     type = input.float,     minval = 0)

// ———————————————————— Vars

// ————— Buy Price & Sell Price
var float OpenPrice = na
OpenPrice := nz(OpenPrice[1])

// ————— Final Buy Price & Final Sell Price
var float FinalBuyPrice = na
FinalBuyPrice  := nz(FinalBuyPrice[1])
var float FinalSellPrice = na
FinalSellPrice := nz(FinalSellPrice[1])
var float FinalOpenPrice = na
FinalOpenPrice := nz(FinalOpenPrice[1])

// ————— Average Price
var int nBuys = na
nBuys := nz(nBuys[1])
var int nSells = na
nSells := nz(nSells[1])
var float sumBuy = na
sumBuy := nz(sumBuy[1])
var float sumSell = na
sumSell := nz(sumSell[1])
var float sumQtyBuy = na
sumQtyBuy := nz(sumQtyBuy[1])
var float sumQtySell = na
sumQtySell := nz(sumQtySell[1])
var float AveragePrice = na
AveragePrice := nz(AveragePrice[1])

// ————— Fibonacci Pivots Level Calculation
var float PP = na

// ————— Origin from Rounded Pivot Points or last Sell
var float PPdownOrigin = na

// ————— Origin from Rounded Position Price
var float PPupOrigin = na

// ————— Final Buy & Sell Conditions
var bool BuyCondition = na
BuyCondition := nz(BuyCondition[1])
var bool SellCondition = na
SellCondition := nz(SellCondition[1])

// ————— Backtest
BuyFactor           = BuyType  == "CONTRACTS"   ? 1 : BuyType == "% EQUITY" ? (100 / (strategy.equity / close)) : close
SellFactor          = SellType == "CASH"        ? close : 1
BuyQuanTity         = BuyQ  / BuyFactor
SellQuanTity        = SellQ / SellFactor

// ———————————————————— Pivot Points

// ————— Pivot Points Period
res                 = ppPeriod == '15D' ? '15D' : ppPeriod == 'Week' ? 'W' : ppPeriod == 'Day' ? 'D' : 'M'

// ————— High, Low, Close Calc. 
// "Function to securely and simply call `security()` so that it never repaints and never looks ahead" (@PineCoders)
f_secureSecurity(_symbol, _res, _src) => security(_symbol, _res, _src[1], lookahead = barmerge.lookahead_on)

phigh               = f_secureSecurity(syminfo.tickerid, res, high)
plow                = f_secureSecurity(syminfo.tickerid, res, low)
pclose              = f_secureSecurity(syminfo.tickerid, res, close)

// ————— Fibonacci Pivots Level Calculation
PP                  := (phigh + plow + pclose) / 3

// ———————————————————— Grid Strategy

// ————— Width between levels
float GridWidth     = WOption == 'PRICE' ? Width : PP * (Width/100)

// ————— Origin from Rounded Pivot Points
PPdownOrigin        := floor(PP / GridWidth) * GridWidth

// ————— Origin from Rounded Average Position Price
PPupOrigin          := nz(PPupOrigin[1])

// ————— Grid Calculation
fGrid(_1, _2, _n) =>
    _a = _1, _b = _2, _c = 0.0
    for _i = 1 to _n
        if _i == 1
            _c := _a
        else
            _c := _a + _b
        _a := _c

// ————— Initial Open Price
fOpenPrice() =>
    var float _ldown = na
    var bool _pb = na
    var float _lup = na
    var bool  _ps = na
    var float _OpenPrice = na
    _OpenPrice := nz(_OpenPrice[1])
    for _i = 1 to 15
        _ldown := fGrid(PPdownOrigin, -GridWidth, _i)
        _lup := fGrid(PPupOrigin, GridWidth, _i)
        _pb := crossunder(low, _ldown) and high >= _ldown
        _ps := crossover(high, _lup) and low <= _lup
        if _pb
            _OpenPrice := _ldown
        if _ps
            _OpenPrice := _lup
    _OpenPrice
    
OpenPrice := fOpenPrice()

// ————— Buy at better Price
fBuyCondition(_n) =>
    var float _ldown = na
    _ldown := nz(_ldown[1])
    var bool _pb = na
    _pb := nz(_pb[1])
    var bool _BuyCondition = na
    _BuyCondition := nz(_BuyCondition[1])
    for _i = 1 to _n
        _ldown := fGrid(PPdownOrigin, -GridWidth, _i)
        _pb := crossunder(low, _ldown) and high >= _ldown
        _BuyCondition := nz(nBuys) == 0 ? _pb and _ldown < (fixnan(OpenPrice[1]) - GridWidth / 4)  : _pb and _ldown < (fixnan(FinalOpenPrice[1]) - GridWidth / 4)
    _BuyCondition

// ————— Sell at better Price
fSellCondition(_n) =>
    var float _lup = na
    _lup := nz(_lup[1])
    var bool  _ps = na
    _ps := nz(_ps[1])
    var bool _SellCondition = na
    _SellCondition := nz(_SellCondition[1])
    for _i = 1 to _n
        _lup := fGrid(PPupOrigin, GridWidth, _i)
        _ps  := crossover(high, _lup) and low <= _lup
        _SellCondition := nz(nSells) == 0 ? _ps and _lup > (fixnan(OpenPrice[1]) + GridWidth / 4) : _ps and _lup > (fixnan(FinalOpenPrice[1]) + GridWidth / 4)
    _SellCondition

// ————— Final Open Price
fFinalOpenPrice() =>
    var float _ldown = na
    _ldown := nz(_ldown[1])
    var float _lup = na
    _lup := nz(_lup[1])
    var float _FinalBuyPrice = na
    _FinalBuyPrice := nz(_FinalBuyPrice[1])
    var float _FinalSellPrice = na
    _FinalSellPrice := nz(_FinalSellPrice[1])
    var float _FinalOpenPrice = na
    _FinalOpenPrice := nz(_FinalOpenPrice[1])
    for _i = 1 to 15
        _ldown := fGrid(PPdownOrigin, -GridWidth, _i)
        _lup := fGrid(PPupOrigin, GridWidth, _i)
        if fBuyCondition(_i)
            _FinalBuyPrice  := _ldown
            _FinalOpenPrice := _ldown
        if fSellCondition(_i)
            _FinalSellPrice := _lup
            _FinalOpenPrice := _lup
    [_FinalBuyPrice,_FinalSellPrice,_FinalOpenPrice]

[_FinalBuyPrice,_FinalSellPrice,_FinalOpenPrice] = fFinalOpenPrice()
FinalBuyPrice := _FinalBuyPrice, FinalSellPrice := _FinalSellPrice, FinalOpenPrice := _FinalOpenPrice

// ————— Average Price & Backtest
for _i = 1 to 15
    if fBuyCondition(_i)
        nBuys           := nBuys + 1
        nSells          := na
        sumBuy          := FinalOpenPrice * BuyQuanTity + nz(sumBuy[1])
        sumQtyBuy       := BuyQuanTity + nz(sumQtyBuy[1])
        AveragePrice    := sumBuy / sumQtyBuy
        strategy.entry("BUY", strategy.long, qty = BuyQuanTity)
        
    if fSellCondition(_i)
        nBuys           := na
        nSells          := nSells + 1
        sumBuy          := na
        sumQtyBuy       := na
        strategy.close("BUY", qty = SellType != "% EQUITY" ? SellQuanTity : na, qty_percent = (SellType == "% EQUITY" ? SellQuanTity : na), comment = "SELL")

// ————— Origin from Rounded Pivot Points or last Sell                      
PPdownOrigin := (WOption == 'PRICE') ? 
     (fixnan(FinalSellPrice[1]) <= PP ? (floor(fixnan(FinalSellPrice[1]) / GridWidth) * GridWidth) - GridWidth : floor(PP / GridWidth) * GridWidth) :
     (fixnan(FinalSellPrice[1]) <= PP ? fixnan(FinalSellPrice[1]) - GridWidth : PP)

// ————— Origin from Rounded Average Buy Price
PPupOrigin := WOption == 'PRICE' ?
     ((ceil(fixnan(AveragePrice[1]) / GridWidth) * GridWidth) + GridWidth) :
     (fixnan(AveragePrice[1]) + GridWidth)
     
// ———————————————————— Plotting

// ————— Plotting Pivot Points
plot(PP, title  = "PP", style = plot.style_circles, color = color.aqua, linewidth = 2)

// ————— Plotting the average price
plot(nBuys > 1 ? AveragePrice[1] : na, title = "Average Price", style = plot.style_circles, color = color.fuchsia, linewidth = 2)

// ————— Buy Conditions                                                 ————— Sell Conditions
pb1  = fBuyCondition(1)  ? fGrid(PPdownOrigin, -GridWidth, 1)   : na,   ps1  = fSellCondition(1)  ? fGrid(PPupOrigin, GridWidth, 1)   : na
pb2  = fBuyCondition(2)  ? fGrid(PPdownOrigin, -GridWidth, 2)   : na,   ps2  = fSellCondition(2)  ? fGrid(PPupOrigin, GridWidth, 2)   : na
pb3  = fBuyCondition(3)  ? fGrid(PPdownOrigin, -GridWidth, 3)   : na,   ps3  = fSellCondition(3)  ? fGrid(PPupOrigin, GridWidth, 3)   : na
pb4  = fBuyCondition(4)  ? fGrid(PPdownOrigin, -GridWidth, 4)   : na,   ps4  = fSellCondition(4)  ? fGrid(PPupOrigin, GridWidth, 4)   : na
pb5  = fBuyCondition(5)  ? fGrid(PPdownOrigin, -GridWidth, 5)   : na,   ps5  = fSellCondition(5)  ? fGrid(PPupOrigin, GridWidth, 5)   : na
pb6  = fBuyCondition(6)  ? fGrid(PPdownOrigin, -GridWidth, 6)   : na,   ps6  = fSellCondition(6)  ? fGrid(PPupOrigin, GridWidth, 6)   : na
pb7  = fBuyCondition(7)  ? fGrid(PPdownOrigin, -GridWidth, 7)   : na,   ps7  = fSellCondition(7)  ? fGrid(PPupOrigin, GridWidth, 7)   : na
pb8  = fBuyCondition(8)  ? fGrid(PPdownOrigin, -GridWidth, 8)   : na,   ps8  = fSellCondition(8)  ? fGrid(PPupOrigin, GridWidth, 8)   : na
pb9  = fBuyCondition(9)  ? fGrid(PPdownOrigin, -GridWidth, 9)   : na,   ps9  = fSellCondition(9)  ? fGrid(PPupOrigin, GridWidth, 9)   : na
pb10 = fBuyCondition(10) ? fGrid(PPdownOrigin, -GridWidth, 10)  : na,   ps10 = fSellCondition(10) ? fGrid(PPupOrigin, GridWidth, 10)  : na
pb11 = fBuyCondition(11) ? fGrid(PPdownOrigin, -GridWidth, 11)  : na,   ps11 = fSellCondition(11) ? fGrid(PPupOrigin, GridWidth, 11)  : na
pb12 = fBuyCondition(12) ? fGrid(PPdownOrigin, -GridWidth, 12)  : na,   ps12 = fSellCondition(12) ? fGrid(PPupOrigin, GridWidth, 12)  : na
pb13 = fBuyCondition(13) ? fGrid(PPdownOrigin, -GridWidth, 13)  : na,   ps13 = fSellCondition(13) ? fGrid(PPupOrigin, GridWidth, 13)  : na
pb14 = fBuyCondition(14) ? fGrid(PPdownOrigin, -GridWidth, 14)  : na,   ps14 = fSellCondition(14) ? fGrid(PPupOrigin, GridWidth, 14)  : na
pb15 = fBuyCondition(15) ? fGrid(PPdownOrigin, -GridWidth, 15)  : na,   ps15 = fSellCondition(15) ? fGrid(PPupOrigin, GridWidth, 15)  : na

// ————— Buy Level Conditions
lb1  = low < fGrid(PPdownOrigin, -GridWidth, 1)   and PP > fGrid(PPdownOrigin, -GridWidth, 1)  ? fGrid(PPdownOrigin, -GridWidth, 1)   : na
lb2  = low < fGrid(PPdownOrigin, -GridWidth, 2)   and PP > fGrid(PPdownOrigin, -GridWidth, 2)  ? fGrid(PPdownOrigin, -GridWidth, 2)   : na
lb3  = low < fGrid(PPdownOrigin, -GridWidth, 3)   and PP > fGrid(PPdownOrigin, -GridWidth, 3)  ? fGrid(PPdownOrigin, -GridWidth, 3)   : na
lb4  = low < fGrid(PPdownOrigin, -GridWidth, 4)   and PP > fGrid(PPdownOrigin, -GridWidth, 4)  ? fGrid(PPdownOrigin, -GridWidth, 4)   : na
lb5  = low < fGrid(PPdownOrigin, -GridWidth, 5)   and PP > fGrid(PPdownOrigin, -GridWidth, 5)  ? fGrid(PPdownOrigin, -GridWidth, 5)   : na
lb6  = low < fGrid(PPdownOrigin, -GridWidth, 6)   and PP > fGrid(PPdownOrigin, -GridWidth, 6)  ? fGrid(PPdownOrigin, -GridWidth, 6)   : na
lb7  = low < fGrid(PPdownOrigin, -GridWidth, 7)   and PP > fGrid(PPdownOrigin, -GridWidth, 7)  ? fGrid(PPdownOrigin, -GridWidth, 7)   : na
lb8  = low < fGrid(PPdownOrigin, -GridWidth, 8)   and PP > fGrid(PPdownOrigin, -GridWidth, 8)  ? fGrid(PPdownOrigin, -GridWidth, 8)   : na
lb9  = low < fGrid(PPdownOrigin, -GridWidth, 9)   and PP > fGrid(PPdownOrigin, -GridWidth, 9)  ? fGrid(PPdownOrigin, -GridWidth, 9)   : na
lb10 = low < fGrid(PPdownOrigin, -GridWidth, 10)  and PP > fGrid(PPdownOrigin, -GridWidth, 10) ? fGrid(PPdownOrigin, -GridWidth, 10)  : na
lb11 = low < fGrid(PPdownOrigin, -GridWidth, 11)  and PP > fGrid(PPdownOrigin, -GridWidth, 11) ? fGrid(PPdownOrigin, -GridWidth, 11)  : na
lb12 = low < fGrid(PPdownOrigin, -GridWidth, 12)  and PP > fGrid(PPdownOrigin, -GridWidth, 12) ? fGrid(PPdownOrigin, -GridWidth, 12)  : na
lb13 = low < fGrid(PPdownOrigin, -GridWidth, 13)  and PP > fGrid(PPdownOrigin, -GridWidth, 13) ? fGrid(PPdownOrigin, -GridWidth, 13)  : na
lb14 = low < fGrid(PPdownOrigin, -GridWidth, 14)  and PP > fGrid(PPdownOrigin, -GridWidth, 14) ? fGrid(PPdownOrigin, -GridWidth, 14)  : na
lb15 = low < fGrid(PPdownOrigin, -GridWidth, 15)  and PP > fGrid(PPdownOrigin, -GridWidth, 15) ? fGrid(PPdownOrigin, -GridWidth, 15)  : na

// ————— Sell Level Conditions
ls1  = high > fGrid(PPupOrigin, GridWidth, 1)   and PP < fGrid(PPupOrigin, GridWidth, 1)  ? fGrid(PPupOrigin, GridWidth, 1)   : na
ls2  = high > fGrid(PPupOrigin, GridWidth, 2)   and PP < fGrid(PPupOrigin, GridWidth, 2)  ? fGrid(PPupOrigin, GridWidth, 2)   : na
ls3  = high > fGrid(PPupOrigin, GridWidth, 3)   and PP < fGrid(PPupOrigin, GridWidth, 3)  ? fGrid(PPupOrigin, GridWidth, 3)   : na
ls4  = high > fGrid(PPupOrigin, GridWidth, 4)   and PP < fGrid(PPupOrigin, GridWidth, 4)  ? fGrid(PPupOrigin, GridWidth, 4)   : na
ls5  = high > fGrid(PPupOrigin, GridWidth, 5)   and PP < fGrid(PPupOrigin, GridWidth, 5)  ? fGrid(PPupOrigin, GridWidth, 5)   : na
ls6  = high > fGrid(PPupOrigin, GridWidth, 6)   and PP < fGrid(PPupOrigin, GridWidth, 6)  ? fGrid(PPupOrigin, GridWidth, 6)   : na
ls7  = high > fGrid(PPupOrigin, GridWidth, 7)   and PP < fGrid(PPupOrigin, GridWidth, 7)  ? fGrid(PPupOrigin, GridWidth, 7)   : na
ls8  = high > fGrid(PPupOrigin, GridWidth, 8)   and PP < fGrid(PPupOrigin, GridWidth, 8)  ? fGrid(PPupOrigin, GridWidth, 8)   : na
ls9  = high > fGrid(PPupOrigin, GridWidth, 9)   and PP < fGrid(PPupOrigin, GridWidth, 9)  ? fGrid(PPupOrigin, GridWidth, 9)   : na
ls10 = high > fGrid(PPupOrigin, GridWidth, 10)  and PP < fGrid(PPupOrigin, GridWidth, 10) ? fGrid(PPupOrigin, GridWidth, 10)  : na
ls11 = high > fGrid(PPupOrigin, GridWidth, 11)  and PP < fGrid(PPupOrigin, GridWidth, 11) ? fGrid(PPupOrigin, GridWidth, 11)  : na
ls12 = high > fGrid(PPupOrigin, GridWidth, 12)  and PP < fGrid(PPupOrigin, GridWidth, 12) ? fGrid(PPupOrigin, GridWidth, 12)  : na
ls13 = high > fGrid(PPupOrigin, GridWidth, 13)  and PP < fGrid(PPupOrigin, GridWidth, 13) ? fGrid(PPupOrigin, GridWidth, 13)  : na
ls14 = high > fGrid(PPupOrigin, GridWidth, 14)  and PP < fGrid(PPupOrigin, GridWidth, 14) ? fGrid(PPupOrigin, GridWidth, 14)  : na
ls15 = high > fGrid(PPupOrigin, GridWidth, 15)  and PP < fGrid(PPupOrigin, GridWidth, 15) ? fGrid(PPupOrigin, GridWidth, 15)  : na

// ————— Buy Shapes
plotshape(pb1,  title = "Buy 1",  style = shape.diamond, location = location.absolute, color = color.lime, text = "1",  size = size.tiny)
plotshape(pb2,  title = "Buy 2",  style = shape.diamond, location = location.absolute, color = color.lime, text = "2",  size = size.tiny)
plotshape(pb3,  title = "Buy 3",  style = shape.diamond, location = location.absolute, color = color.lime, text = "3",  size = size.tiny)
plotshape(pb4,  title = "Buy 4",  style = shape.diamond, location = location.absolute, color = color.lime, text = "4",  size = size.tiny)
plotshape(pb5,  title = "Buy 5",  style = shape.diamond, location = location.absolute, color = color.lime, text = "5",  size = size.tiny)
plotshape(pb6,  title = "Buy 6",  style = shape.diamond, location = location.absolute, color = color.lime, text = "6",  size = size.tiny)
plotshape(pb7,  title = "Buy 7",  style = shape.diamond, location = location.absolute, color = color.lime, text = "7",  size = size.tiny)
plotshape(pb8,  title = "Buy 8",  style = shape.diamond, location = location.absolute, color = color.lime, text = "8",  size = size.tiny)
plotshape(pb9,  title = "Buy 9",  style = shape.diamond, location = location.absolute, color = color.lime, text = "9",  size = size.tiny)
plotshape(pb10, title = "Buy 10", style = shape.diamond, location = location.absolute, color = color.lime, text = "10", size = size.tiny)
plotshape(pb11, title = "Buy 11", style = shape.diamond, location = location.absolute, color = color.lime, text = "11", size = size.tiny)
plotshape(pb12, title = "Buy 12", style = shape.diamond, location = location.absolute, color = color.lime, text = "12", size = size.tiny)
plotshape(pb13, title = "Buy 13", style = shape.diamond, location = location.absolute, color = color.lime, text = "13", size = size.tiny)
plotshape(pb14, title = "Buy 14", style = shape.diamond, location = location.absolute, color = color.lime, text = "14", size = size.tiny)
plotshape(pb15, title = "Buy 15", style = shape.diamond, location = location.absolute, color = color.lime, text = "15", size = size.tiny)

// ————— Sell Shapes
plotshape(ps1,  title = "Sell 1",  style = shape.diamond, location = location.absolute, color = color.orange, text = "1",  size = size.tiny)
plotshape(ps2,  title = "Sell 2",  style = shape.diamond, location = location.absolute, color = color.orange, text = "2",  size = size.tiny)
plotshape(ps3,  title = "Sell 3",  style = shape.diamond, location = location.absolute, color = color.orange, text = "3",  size = size.tiny)
plotshape(ps4,  title = "Sell 4",  style = shape.diamond, location = location.absolute, color = color.orange, text = "4",  size = size.tiny)
plotshape(ps5,  title = "Sell 5",  style = shape.diamond, location = location.absolute, color = color.orange, text = "5",  size = size.tiny)
plotshape(ps6,  title = "Sell 6",  style = shape.diamond, location = location.absolute, color = color.orange, text = "6",  size = size.tiny)
plotshape(ps7,  title = "Sell 7",  style = shape.diamond, location = location.absolute, color = color.orange, text = "7",  size = size.tiny)
plotshape(ps8,  title = "Sell 8",  style = shape.diamond, location = location.absolute, color = color.orange, text = "8",  size = size.tiny)
plotshape(ps9,  title = "Sell 9",  style = shape.diamond, location = location.absolute, color = color.orange, text = "9",  size = size.tiny)
plotshape(ps10, title = "Sell 10", style = shape.diamond, location = location.absolute, color = color.orange, text = "10", size = size.tiny)
plotshape(ps11, title = "Sell 11", style = shape.diamond, location = location.absolute, color = color.orange, text = "11", size = size.tiny)
plotshape(ps12, title = "Sell 12", style = shape.diamond, location = location.absolute, color = color.orange, text = "12", size = size.tiny)
plotshape(ps13, title = "Sell 13", style = shape.diamond, location = location.absolute, color = color.orange, text = "13", size = size.tiny)
plotshape(ps14, title = "Sell 14", style = shape.diamond, location = location.absolute, color = color.orange, text = "14", size = size.tiny)
plotshape(ps15, title = "Sell 15", style = shape.diamond, location = location.absolute, color = color.orange, text = "15", size = size.tiny)

// ————— Plotting Lines under PP                                                        // ————— Plotting Lines above PP
plot(lb1,  title = "Level down 1",  style = plot.style_circles, color = color.green),   plot(ls1,  title = "Level up 1",  style = plot.style_circles, color = color.red)
plot(lb2,  title = "Level down 2",  style = plot.style_circles, color = color.green),   plot(ls2,  title = "Level up 2",  style = plot.style_circles, color = color.red)
plot(lb3,  title = "Level down 3",  style = plot.style_circles, color = color.green),   plot(ls3,  title = "Level up 3",  style = plot.style_circles, color = color.red)
plot(lb4,  title = "Level down 4",  style = plot.style_circles, color = color.green),   plot(ls4,  title = "Level up 4",  style = plot.style_circles, color = color.red)
plot(lb5,  title = "Level down 5",  style = plot.style_circles, color = color.green),   plot(ls5,  title = "Level up 5",  style = plot.style_circles, color = color.red)
plot(lb6,  title = "Level down 6",  style = plot.style_circles, color = color.green),   plot(ls6,  title = "Level up 6",  style = plot.style_circles, color = color.red)
plot(lb7,  title = "Level down 7",  style = plot.style_circles, color = color.green),   plot(ls7,  title = "Level up 7",  style = plot.style_circles, color = color.red)
plot(lb8,  title = "Level down 8",  style = plot.style_circles, color = color.green),   plot(ls8,  title = "Level up 8",  style = plot.style_circles, color = color.red)
plot(lb9,  title = "Level down 9",  style = plot.style_circles, color = color.green),   plot(ls9,  title = "Level up 9",  style = plot.style_circles, color = color.red)
plot(lb10, title = "Level down 10", style = plot.style_circles, color = color.green),   plot(ls10, title = "Level up 10", style = plot.style_circles, color = color.red)
plot(lb11, title = "Level down 11", style = plot.style_circles, color = color.green),   plot(ls11, title = "Level up 11", style = plot.style_circles, color = color.red)
plot(lb12, title = "Level down 12", style = plot.style_circles, color = color.green),   plot(ls12, title = "Level up 12", style = plot.style_circles, color = color.red)
plot(lb13, title = "Level down 13", style = plot.style_circles, color = color.green),   plot(ls13, title = "Level up 13", style = plot.style_circles, color = color.red)
plot(lb14, title = "Level down 14", style = plot.style_circles, color = color.green),   plot(ls14, title = "Level up 14", style = plot.style_circles, color = color.red)
plot(lb15, title = "Level down 15", style = plot.style_circles, color = color.green),   plot(ls15, title = "Level up 15", style = plot.style_circles, color = color.red)

// by XaviZ💤