niki's update

This commit is contained in:
Dobromir Popov 2024-01-15 14:38:06 +00:00
parent 2093561046
commit 4078ed67fe
3 changed files with 332 additions and 129 deletions

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//@version=5 //@version=5
indicator("DrNiki's Market Nuker", shorttitle="DrNiki's Market Nuker", overlay=true) indicator("Divergence Odds Calculator", shorttitle="DrNiki DivOdds", overlay=true)
// Relative Strength Index (RSI) // Function to detect bullish divergence
bullishDivergence(src, refSrc, rsiSrc, overboughtLevel, oversoldLevel) =>
priceHigh = ta.highest(src, 5)
rsiHigh = ta.highest(rsiSrc, 5)
priceLow = ta.lowest(src, 5)
rsiLow = ta.lowest(rsiSrc, 5)
priceDiv = (src > priceHigh[1] and rsiSrc > rsiHigh[1]) ? true : false
rsiDiv = (rsiSrc > rsiHigh[1] and src > priceHigh[1]) ? true : false
priceDiv or rsiDiv
// Function to detect bearish divergence
bearishDivergence(src, refSrc, rsiSrc, overboughtLevel, oversoldLevel) =>
priceHigh = ta.highest(src, 5)
rsiHigh = ta.highest(rsiSrc, 5)
priceLow = ta.lowest(src, 5)
rsiLow = ta.lowest(rsiSrc, 5)
priceDiv = (src < priceLow[1] and rsiSrc < rsiLow[1]) ? true : false
rsiDiv = (rsiSrc < rsiLow[1] and src < priceLow[1]) ? true : false
priceDiv or rsiDiv
// RSI settings
rsiLength = input(14, title="RSI Length") rsiLength = input(14, title="RSI Length")
rsiValue = ta.rsi(close, rsiLength) rsiOverbought = input(70, title="RSI Overbought Level")
rsiOversold = input(30, title="RSI Oversold Level")
rsiSrc = ta.rsi(close, rsiLength)
// Stochastic RSI // Calculate the number of occurrences of bullish and bearish divergences for different periods
stochRsiLength = input(14, title="Stochastic RSI Length") bullishCount1 = ta.barssince(bullishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[1] + 1
stochRsiValue = ta.stoch(close, close, close, stochRsiLength) bearishCount1 = ta.barssince(bearishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[1] + 1
// Wavetrend Indicator bullishCount2 = ta.barssince(bullishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[2] + 1
n1 = input(10, "Channel Length") bearishCount2 = ta.barssince(bearishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[2] + 1
n2 = input(21, "Average Length")
obLevel1 = input(60, "Over Bought Level 1")
obLevel2 = input(53, "Over Bought Level 2")
osLevel1 = input(-60, "Over Sold Level 1")
osLevel2 = input(-53, "Over Sold Level 2")
ap = hlc3 bullishCount3 = ta.barssince(bullishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[3] + 1
esa = ta.ema(ap, n1) bearishCount3 = ta.barssince(bearishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[3] + 1
d = ta.ema(math.abs(ap - esa), n1)
ci = (ap - esa) / (0.015 * d)
tci = ta.ema(ci, n2)
wt1 = tci bullishCount5 = ta.barssince(bullishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[5] + 1
wt2 = ta.sma(wt1, 4) bearishCount5 = ta.barssince(bearishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[5] + 1
// Custom implementation of On Balance Volume (OBV) bullishCount10 = ta.barssince(bullishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[10] + 1
var float obv = na bearishCount10 = ta.barssince(bearishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[10] + 1
obv := close > close[1] ? obv + volume : close < close[1] ? obv - volume : obv
// Money Flow Index (MFI) bullishCount20 = ta.barssince(bullishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[20] + 1
mfiLength = input(7, title="MFI Length") bearishCount20 = ta.barssince(bearishDivergence(close, close[1], rsiSrc, rsiOverbought, rsiOversold))[20] + 1
mfiValue = ta.mfi(close, mfiLength)
// Calculate odds based on the occurrences of divergences
calcOdds(count, candles) =>
odds = (count / candles) * 100
odds
var logMessage = barTimeStr + "| Symbol: " + symbol + ", Long: " + str.tostring(longPoints) + ", Short: " + str.tostring(shortPoints) // Normalize probabilities so they add up to 100%
log.info(logMessage) normalizeProbabilities(bullish, bearish) =>
total = bullish + bearish
bullishProb = (bullish / total) * 100
bearishProb = (bearish / total) * 100
[bullishProb, bearishProb]
barTimeStr = str.format_time(time, "yyyy-MM-dd HH:mm:ss", "Europe/Sofia") // Calculate odds for different candle periods
closeStr = str.tostring(close) [bullishOdds1, bearishOdds1] = normalizeProbabilities(calcOdds(bullishCount1, 1), calcOdds(bearishCount1, 1))
log.info(barTimeStr + " close: " + closeStr) [bullishOdds2, bearishOdds2] = normalizeProbabilities(calcOdds(bullishCount2, 2), calcOdds(bearishCount2, 2))
[bullishOdds3, bearishOdds3] = normalizeProbabilities(calcOdds(bullishCount3, 3), calcOdds(bearishCount3, 3))
[bullishOdds5, bearishOdds5] = normalizeProbabilities(calcOdds(bullishCount5, 5), calcOdds(bearishCount5, 5))
[bullishOdds10, bearishOdds10] = normalizeProbabilities(calcOdds(bullishCount10, 10), calcOdds(bearishCount10, 10))
[bullishOdds20, bearishOdds20] = normalizeProbabilities(calcOdds(bullishCount20, 20), calcOdds(bearishCount20, 20))
// Initialize points for BTCUSDT.P // Calculate total odds for the selected candle periods
longPointsRSIBTC = close > close[1] ? 1 : 0 totalBullishOdds = bullishOdds1 + bullishOdds2 + bullishOdds3 + bullishOdds5 + bullishOdds10 + bullishOdds20
shortPointsRSIBTC = close < close[1] ? 1 : 0 totalBearishOdds = bearishOdds1 + bearishOdds2 + bearishOdds3 + bearishOdds5 + bearishOdds10 + bearishOdds20
longPointsStochRSIBTC = stochRsiValue > stochRsiValue[1] ? 1 : 0
shortPointsStochRSIBTC = stochRsiValue < stochRsiValue[1] ? 1 : 0
longPointsWavetrendBTC = wt1 > wt1[1] ? 1 : 0
shortPointsWavetrendBTC = wt1 < wt1[1] ? 1 : 0
longPointsOBVBTC = obv > obv[1] ? 1 : 0
shortPointsOBVBTC = obv < obv[1] ? 1 : 0
longPointsMFIBTC = mfiValue > 50 ? 1 : 0
shortPointsMFIBTC = mfiValue < 50 ? 1 : 0
// Initialize points for DXY // New totals
longPointsRSIDXY = close > close[1] ? 0 : 1 totalBullishOdds1_2 = bullishOdds1 + bullishOdds2
shortPointsRSIDXY = close < close[1] ? 0 : 1 totalBullishOdds1_2_3 = totalBullishOdds1_2 + bullishOdds3
longPointsStochRSIDXY = stochRsiValue > stochRsiValue[1] ? 0 : 1 totalBullishOdds1_2_3_5 = totalBullishOdds1_2_3 + bullishOdds5
shortPointsStochRSIDXY = stochRsiValue < stochRsiValue[1] ? 0 : 1
longPointsWavetrendDXY = wt1 < wt1[1] ? 0 : 1
shortPointsWavetrendDXY = wt1 > wt1[1] ? 0 : 1
longPointsOBVDXY = obv > obv[1] ? 0 : 1
shortPointsOBVDXY = obv < obv[1] ? 0 : 1
longPointsMFIDXY = mfiValue > 50 ? 0 : 1
shortPointsMFIDXY = mfiValue < 50 ? 0 : 1
// Initialize points for GOLD totalBearishOdds1_2 = bearishOdds1 + bearishOdds2
longPointsRSIGOLD = close > close[1] ? 1 : 0 totalBearishOdds1_2_3 = totalBearishOdds1_2 + bearishOdds3
shortPointsRSIGOLD = close < close[1] ? 1 : 0 totalBearishOdds1_2_3_5 = totalBearishOdds1_2_3 + bearishOdds5
longPointsStochRSIGOLD = stochRsiValue > stochRsiValue[1] ? 1 : 0
shortPointsStochRSIGOLD = stochRsiValue < stochRsiValue[1] ? 1 : 0
longPointsWavetrendGOLD = wt1 > wt1[1] ? 1 : 0
shortPointsWavetrendGOLD = wt1 < wt1[1] ? 1 : 0
longPointsOBVGOLD = obv > obv[1] ? 1 : 0
shortPointsOBVGOLD = obv < obv[1] ? 1 : 0
longPointsMFIGOLD = mfiValue > 50 ? 1 : 0
shortPointsMFIGOLD = mfiValue < 50 ? 1 : 0
// Display odds information in a label
var labelOdds = label.new(na, na, "")
label.set_xy(labelOdds, bar_index, high)
label.set_text(labelOdds, "Odds:\nLast 1 Candle: Bullish " + str.tostring(bullishOdds1) + "%, Bearish " + str.tostring(bearishOdds1) + "%\nLast 2 Candles: Bullish " + str.tostring(bullishOdds2) + "%, Bearish " + str.tostring(bearishOdds2) + "%\nLast 3 Candles: Bullish " + str.tostring(bullishOdds3) + "%, Bearish " + str.tostring(bearishOdds3) + "%\nLast 5 Candles: Bullish " + str.tostring(bullishOdds5) + "%, Bearish " + str.tostring(bearishOdds5) + "%\nLast 10 Candles: Bullish " + str.tostring(bullishOdds10) + "%, Bearish " + str.tostring(bearishOdds10) + "%\nLast 20 Candles: Bullish " + str.tostring(bullishOdds20) + "%, Bearish " + str.tostring(bearishOdds20) + "%\nTotal: Bullish " + str.tostring(totalBullishOdds) + "%, Bearish " + str.tostring(totalBearishOdds) + "%\n\nNew Totals:\nTotal 1-2: Bullish " + str.tostring(totalBullishOdds1_2) + "%, Bearish " + str.tostring(totalBearishOdds1_2) + "%\nTotal 1-2-3: Bullish " + str.tostring(totalBullishOdds1_2_3) + "%, Bearish " + str.tostring(totalBearishOdds1_2_3) + "%\nTotal 1-2-3-5: Bullish " + str.tostring(totalBullishOdds1_2_3_5) + "%, Bearish " + str.tostring(totalBearishOdds1_2_3_5) + "%")
label.set_color(labelOdds, totalBullishOdds > totalBearishOdds ? color.new(color.green, 0) : color.new(color.red, 0))
label.set_style(labelOdds, label.style_label_left)
// Initialize points for US30 // Plotting
longPointsRSIUS30 = close > close[1] ? 1 : 0 plot(rsiSrc, title="RSI", color=color.new(color.blue, 0), linewidth=2)
shortPointsRSIUS30 = close < close[1] ? 1 : 0
longPointsStochRSIUS30 = stochRsiValue > stochRsiValue[1] ? 1 : 0
shortPointsStochRSIUS30 = stochRsiValue < stochRsiValue[1] ? 1 : 0
longPointsWavetrendUS30 = wt1 > wt1[1] ? 1 : 0
shortPointsWavetrendUS30 = wt1 < wt1[1] ? 1 : 0
longPointsOBVUS30 = obv > obv[1] ? 1 : 0
shortPointsOBVUS30 = obv < obv[1] ? 1 : 0
longPointsMFIUS30 = mfiValue > 50 ? 1 : 0
shortPointsMFIUS30 = mfiValue < 50 ? 1 : 0
// Initialize points for the current trading pair (syminfo.ticker) // Plot green flag if total bullish odds are 5 times higher than bearish odds
longPointsRSIPAIR = close > close[1] ? 1 : 0 plotshape(totalBullishOdds > 5 * totalBearishOdds, style=shape.triangleup, location=location.belowbar, color=color.new(color.green, 0), size=size.small)
shortPointsRSIPAIR = close < close[1] ? 1 : 0
longPointsStochRSIPAIR = stochRsiValue > stochRsiValue[1] ? 1 : 0
shortPointsStochRSIPAIR = stochRsiValue < stochRsiValue[1] ? 1 : 0
longPointsWavetrendPAIR = wt1 > wt1[1] ? 1 : 0
shortPointsWavetrendPAIR = wt1 < wt1[1] ? 1 : 0
longPointsOBVPAIR = obv > obv[1] ? 1 : 0
shortPointsOBVPAIR = obv < obv[1] ? 1 : 0
longPointsMFIPAIR = mfiValue > 50 ? 1 : 0
shortPointsMFIPAIR = mfiValue < 50 ? 1 : 0
// Calculate total points for each symbol // Plot red flag if total bearish odds are 5 times higher than bullish odds
totalLongPointsBTC = longPointsRSIBTC + longPointsStochRSIBTC + longPointsWavetrendBTC plotshape(totalBearishOdds > 5 * totalBullishOdds, style=shape.triangledown, location=location.belowbar, color=color.new(color.red, 0), size=size.small)
totalShortPointsBTC = shortPointsRSIBTC + shortPointsStochRSIBTC + shortPointsWavetrendBTC
totalLongPointsGOLD = longPointsRSIGOLD + longPointsStochRSIGOLD + longPointsWavetrendGOLD // Plot diamond if total bullish odds are 6 times higher than bearish odds
totalShortPointsGOLD = shortPointsRSIGOLD + shortPointsStochRSIGOLD + shortPointsWavetrendGOLD plotshape(totalBullishOdds > 6 * totalBearishOdds, style=shape.diamond, location=location.belowbar, color=color.new(color.blue, 0), size=size.small)
totalLongPointsDXY = longPointsRSIDXY + longPointsStochRSIDXY + longPointsWavetrendDXY // Plot diamond if total bearish odds are 6 times higher than bullish odds
totalShortPointsDXY = shortPointsRSIDXY + shortPointsStochRSIDXY + shortPointsWavetrendDXY plotshape(totalBearishOdds > 6 * totalBullishOdds, style=shape.diamond, location=location.belowbar, color=color.new(color.purple, 0), size=size.small)
totalLongPointsUS30 = longPointsRSIUS30 + longPointsStochRSIUS30 + longPointsWavetrendUS30 // Plot green flag for previous occurrences if total bullish odds are 5 times higher than bearish odds
totalShortPointsUS30 = shortPointsRSIUS30 + shortPointsStochRSIUS30 + shortPointsWavetrendUS30 plotshape(totalBullishOdds[1] > 5 * totalBearishOdds[1], style=shape.triangleup, location=location.belowbar, color=color.new(color.green, 0), size=size.small)
totalLongPointsPAIR = longPointsRSIPAIR + longPointsStochRSIPAIR + longPointsWavetrendPAIR
totalShortPointsPAIR = shortPointsRSIPAIR + shortPointsStochRSIPAIR + shortPointsWavetrendPAIR
// Calculate total long and short probabilities for all symbols
totalLongPoints = totalLongPointsBTC + totalLongPointsDXY + totalLongPointsGOLD + totalLongPointsUS30 + totalLongPointsPAIR
totalShortPoints = totalShortPointsBTC + totalShortPointsDXY + totalShortPointsGOLD + totalShortPointsUS30 + totalShortPointsPAIR
// Calculate combined probabilities for each symbol
combinedProbabilityLongBTC = totalLongPointsBTC / 3 * 100
combinedProbabilityShortBTC = totalShortPointsBTC / 3 * 100
combinedProbabilityLongDXY = totalLongPointsDXY / 3 * 100
combinedProbabilityShortDXY = totalShortPointsDXY / 3 * 100
combinedProbabilityLongGOLD = totalLongPointsGOLD / 3 * 100
combinedProbabilityShortGOLD = totalShortPointsGOLD / 3 * 100
combinedProbabilityLongUS30 = totalLongPointsUS30 / 3 * 100
combinedProbabilityShortUS30 = totalShortPointsUS30 / 3 * 100
combinedProbabilityLongPAIR = totalLongPointsPAIR / 3 * 100
combinedProbabilityShortPAIR = totalShortPointsPAIR / 3 * 100
// Calculate combined probabilities for all symbols
combinedProbabilityLong = totalLongPoints / 15 * 100
combinedProbabilityShort = totalShortPoints / 15 * 100
// Display combined probabilities in a box at the top right corner
var labelBox = label.new(na, na, "")
label.set_xy(labelBox, bar_index, high)
label.set_text(labelBox, "Long: BTC " + str.tostring(combinedProbabilityLongBTC) + "%, DXY " + str.tostring(combinedProbabilityLongDXY) + "%, GOLD " + str.tostring(combinedProbabilityLongGOLD) + "%, US30 " + str.tostring(combinedProbabilityLongUS30) + "%, syminfo.ticker " + str.tostring(combinedProbabilityLongPAIR) + "%\nShort: BTC " + str.tostring(combinedProbabilityShortBTC) + "%, DXY " + str.tostring(combinedProbabilityShortDXY) + "%, GOLD " + str.tostring(combinedProbabilityShortGOLD) + "%, US30 " + str.tostring(combinedProbabilityShortUS30) + "%, syminfo.ticker " + str.tostring(combinedProbabilityShortPAIR) + "%\n\nTotal: Long " + str.tostring(combinedProbabilityLong) + "%, Short " + str.tostring(combinedProbabilityShort) + "%")
label.set_color(labelBox, color.new(color.blue, 0))
label.set_style(labelBox, label.style_label_left)
// Plot red

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//@version=5
indicator("DrNiki's Market Nuker", shorttitle="DrNiki's Market Nuker", overlay=true)
// Function to calculate RSI
rsiLength = input(14, title="RSI Length")
calcRSI() => ta.rsi(close, rsiLength)
// Function to calculate Stochastic RSI
stochRsiLength = input(14, title="Stochastic RSI Length")
calcStochRSI() => ta.stoch(close, close, close, stochRsiLength)
// Function to calculate Wavetrend
n1 = input(10, "Channel Length")
n2 = input(21, "Average Length")
calcWavetrend() =>
ap = hlc3
esa = ta.ema(ap, n1)
d = ta.ema(math.abs(ap - esa), n1)
ci = (ap - esa) / (0.015 * d)
tci = ta.ema(ci, n2)
wt1 = tci
wt2 = ta.sma(wt1, 4)
[wt1, wt2]
// Function to calculate On Balance Volume (OBV)
calcOBV() =>
var float obv = na
obv := close > close[1] ? obv + volume : close < close[1] ? obv - volume : obv
obv
// Function to calculate MFI
mfiLength = input(7, title="MFI Length")
calcMFI() => ta.mfi(close, mfiLength)
// Function to calculate points for a symbol
calcPoints(symbol) =>
rsiValue = calcRSI()
stochRsiValue = calcStochRSI()
[wt1, wt2] = calcWavetrend()
obv = calcOBV()
mfiValue = calcMFI()
longPoints = 0
shortPoints = 0
longPoints := rsiValue > rsiValue[1] ? longPoints + 1 : longPoints
shortPoints := rsiValue < rsiValue[1] ? shortPoints + 1 : shortPoints
longPoints := stochRsiValue > stochRsiValue[1] ? longPoints + 1 : longPoints
shortPoints := stochRsiValue < stochRsiValue[1] ? shortPoints + 1 : shortPoints
longPoints := wt1 > wt1[1] ? longPoints + 1 : longPoints
shortPoints := wt1 < wt1[1] ? shortPoints + 1 : shortPoints
longPoints := obv > obv[1] ? longPoints + 1 : longPoints
shortPoints := obv < obv[1] ? shortPoints + 1 : shortPoints
longPoints := mfiValue > 50 ? longPoints + 1 : longPoints
shortPoints := mfiValue < 50 ? shortPoints + 1 : shortPoints
var logMessage = "Symbol: " + symbol + ", RSI: " + str.tostring(rsiValue)
+ ", StochRSI: " + str.tostring(stochRsiValue)
+ ", WT1: " + str.tostring(wt1)
+ ", OBV: " + str.tostring(obv)
+ ", MFI: " + str.tostring(mfiValue)
+ ", Long: " + str.tostring(longPoints) + ", Short: " + str.tostring(shortPoints)
log.info(logMessage)
[longPoints, shortPoints]
// Symbols array
symbols = array.new_string(5)
array.set(symbols, 0, syminfo.tickerid)
array.set(symbols, 1, "GOLD")
array.set(symbols, 2, "DXY")
array.set(symbols, 3, "BTCUSDT.P")
array.set(symbols, 4, "US30" )
// Calculate points for each symbol
var symbolPoints = array.new_int(2, 0)
for symbol in symbols
// Change symbol context using security() function
[longPoints, shortPoints] = calcPoints(symbol)
var logMessage = "Symbol: " + symbol + ", Long: " + str.tostring(longPoints) + ", Short: " + str.tostring(shortPoints)
log.info(logMessage)
array.set(symbolPoints, 0, array.get(symbolPoints, 0) + longPoints)
array.set(symbolPoints, 1, array.get(symbolPoints, 1) + shortPoints)
// Calculate total long and short probabilities
totalLongPoints = array.get(symbolPoints, 0)
totalShortPoints = array.get(symbolPoints, 1)
combinedProbabilityLong = totalLongPoints / (array.size(symbols) * 3) * 100
combinedProbabilityShort = totalShortPoints / (array.size(symbols) * 3) * 100
// Display combined probabilities
var labelBox = label.new(na, na, "")
label.set_xy(labelBox, bar_index, high)
label.set_text(labelBox, "Combined Probabilities\nLong: " + str.tostring(combinedProbabilityLong) + "%\nShort: " + str.tostring(combinedProbabilityShort) + "%")
label.set_color(labelBox, color.new(color.blue, 0))
label.set_style(labelBox, label.style_label_left)

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//@version=5
indicator("DrNiki's Market Nuker", shorttitle="DrNiki's Market Nuker", overlay=true)
// Relative Strength Index (RSI)
rsiLength = input(14, title="RSI Length")
rsiValue = ta.rsi(close, rsiLength)
// Stochastic RSI
stochRsiLength = input(14, title="Stochastic RSI Length")
stochRsiValue = ta.stoch(close, close, close, stochRsiLength)
// Wavetrend Indicator
n1 = input(10, "Channel Length")
n2 = input(21, "Average Length")
obLevel1 = input(60, "Over Bought Level 1")
obLevel2 = input(53, "Over Bought Level 2")
osLevel1 = input(-60, "Over Sold Level 1")
osLevel2 = input(-53, "Over Sold Level 2")
ap = hlc3
esa = ta.ema(ap, n1)
d = ta.ema(math.abs(ap - esa), n1)
ci = (ap - esa) / (0.015 * d)
tci = ta.ema(ci, n2)
wt1 = tci
wt2 = ta.sma(wt1, 4)
// Custom implementation of On Balance Volume (OBV)
var float obv = na
obv := close > close[1] ? obv + volume : close < close[1] ? obv - volume : obv
// Money Flow Index (MFI)
mfiLength = input(7, title="MFI Length")
mfiValue = ta.mfi(close, mfiLength)
// Initialize points for BTCUSDT.P
longPointsRSIBTC = close > close[1] ? 1 : 0
shortPointsRSIBTC = close < close[1] ? 1 : 0
longPointsStochRSIBTC = stochRsiValue > stochRsiValue[1] ? 1 : 0
shortPointsStochRSIBTC = stochRsiValue < stochRsiValue[1] ? 1 : 0
longPointsWavetrendBTC = wt1 > wt1[1] ? 1 : 0
shortPointsWavetrendBTC = wt1 < wt1[1] ? 1 : 0
longPointsOBVBTC = obv > obv[1] ? 1 : 0
shortPointsOBVBTC = obv < obv[1] ? 1 : 0
longPointsMFIBTC = mfiValue > 50 ? 1 : 0
shortPointsMFIBTC = mfiValue < 50 ? 1 : 0
//log time and close
//log.info("close: " + str.tostring(close))
// get time formatted
timeStr = time(timeframe.period, "YYYY-MM-DD HH:mm:ss")
log.info("time: " + str.tostring(time) + " close: " + str.tostring(close) + " longPointsRSIBTC: " + str.tostring(longPointsRSIBTC) + " shortPointsRSIBTC: " + str.tostring(shortPointsRSIBTC) + " longPointsStochRSIBTC: " + str.tostring(longPointsStochRSIBTC) + " shortPointsStochRSIBTC: " + str.tostring(shortPointsStochRSIBTC) + " longPointsWavetrendBTC: " + str.tostring(longPointsWavetrendBTC) + " shortPointsWavetrendBTC: " + str.tostring(shortPointsWavetrendBTC) + " longPointsOBVBTC: " + str.tostring(longPointsOBVBTC) + " shortPointsOBVBTC: " + str.tostring(shortPointsOBVBTC) + " longPointsMFIBTC: " + str.tostring(longPointsMFIBTC) + " shortPointsMFIBTC: " + str.tostring(shortPointsMFIBTC))
// Initialize points for DXY
longPointsRSIDXY = close > close[1] ? 0 : 1
shortPointsRSIDXY = close < close[1] ? 0 : 1
longPointsStochRSIDXY = stochRsiValue > stochRsiValue[1] ? 0 : 1
shortPointsStochRSIDXY = stochRsiValue < stochRsiValue[1] ? 0 : 1
longPointsWavetrendDXY = wt1 < wt1[1] ? 0 : 1
shortPointsWavetrendDXY = wt1 > wt1[1] ? 0 : 1
longPointsOBVDXY = obv > obv[1] ? 0 : 1
shortPointsOBVDXY = obv < obv[1] ? 0 : 1
longPointsMFIDXY = mfiValue > 50 ? 0 : 1
shortPointsMFIDXY = mfiValue < 50 ? 0 : 1
// Initialize points for GOLD
longPointsRSIGOLD = close > close[1] ? 1 : 0
shortPointsRSIGOLD = close < close[1] ? 1 : 0
longPointsStochRSIGOLD = stochRsiValue > stochRsiValue[1] ? 1 : 0
shortPointsStochRSIGOLD = stochRsiValue < stochRsiValue[1] ? 1 : 0
longPointsWavetrendGOLD = wt1 > wt1[1] ? 1 : 0
shortPointsWavetrendGOLD = wt1 < wt1[1] ? 1 : 0
longPointsOBVGOLD = obv > obv[1] ? 1 : 0
shortPointsOBVGOLD = obv < obv[1] ? 1 : 0
longPointsMFIGOLD = mfiValue > 50 ? 1 : 0
shortPointsMFIGOLD = mfiValue < 50 ? 1 : 0
// Initialize points for US30
longPointsRSIUS30 = close > close[1] ? 1 : 0
shortPointsRSIUS30 = close < close[1] ? 1 : 0
longPointsStochRSIUS30 = stochRsiValue > stochRsiValue[1] ? 1 : 0
shortPointsStochRSIUS30 = stochRsiValue < stochRsiValue[1] ? 1 : 0
longPointsWavetrendUS30 = wt1 > wt1[1] ? 1 : 0
shortPointsWavetrendUS30 = wt1 < wt1[1] ? 1 : 0
longPointsOBVUS30 = obv > obv[1] ? 1 : 0
shortPointsOBVUS30 = obv < obv[1] ? 1 : 0
longPointsMFIUS30 = mfiValue > 50 ? 1 : 0
shortPointsMFIUS30 = mfiValue < 50 ? 1 : 0
// Initialize points for the current trading pair (syminfo.ticker)
longPointsRSIPAIR = close > close[1] ? 1 : 0
shortPointsRSIPAIR = close < close[1] ? 1 : 0
longPointsStochRSIPAIR = stochRsiValue > stochRsiValue[1] ? 1 : 0
shortPointsStochRSIPAIR = stochRsiValue < stochRsiValue[1] ? 1 : 0
longPointsWavetrendPAIR = wt1 > wt1[1] ? 1 : 0
shortPointsWavetrendPAIR = wt1 < wt1[1] ? 1 : 0
longPointsOBVPAIR = obv > obv[1] ? 1 : 0
shortPointsOBVPAIR = obv < obv[1] ? 1 : 0
longPointsMFIPAIR = mfiValue > 50 ? 1 : 0
shortPointsMFIPAIR = mfiValue < 50 ? 1 : 0
// Calculate total points for each symbol
totalLongPointsBTC = longPointsRSIBTC + longPointsStochRSIBTC + longPointsWavetrendBTC
totalShortPointsBTC = shortPointsRSIBTC + shortPointsStochRSIBTC + shortPointsWavetrendBTC
totalLongPointsGOLD = longPointsRSIGOLD + longPointsStochRSIGOLD + longPointsWavetrendGOLD
totalShortPointsGOLD = shortPointsRSIGOLD + shortPointsStochRSIGOLD + shortPointsWavetrendGOLD
totalLongPointsDXY = longPointsRSIDXY + longPointsStochRSIDXY + longPointsWavetrendDXY
totalShortPointsDXY = shortPointsRSIDXY + shortPointsStochRSIDXY + shortPointsWavetrendDXY
totalLongPointsUS30 = longPointsRSIUS30 + longPointsStochRSIUS30 + longPointsWavetrendUS30
totalShortPointsUS30 = shortPointsRSIUS30 + shortPointsStochRSIUS30 + shortPointsWavetrendUS30
totalLongPointsPAIR = longPointsRSIPAIR + longPointsStochRSIPAIR + longPointsWavetrendPAIR
totalShortPointsPAIR = shortPointsRSIPAIR + shortPointsStochRSIPAIR + shortPointsWavetrendPAIR
// Calculate total long and short probabilities for all symbols
totalLongPoints = totalLongPointsBTC + totalLongPointsDXY + totalLongPointsGOLD + totalLongPointsUS30 + totalLongPointsPAIR
totalShortPoints = totalShortPointsBTC + totalShortPointsDXY + totalShortPointsGOLD + totalShortPointsUS30 + totalShortPointsPAIR
// Calculate combined probabilities for each symbol
combinedProbabilityLongBTC = totalLongPointsBTC / 3 * 100
combinedProbabilityShortBTC = totalShortPointsBTC / 3 * 100
combinedProbabilityLongDXY = totalLongPointsDXY / 3 * 100
combinedProbabilityShortDXY = totalShortPointsDXY / 3 * 100
combinedProbabilityLongGOLD = totalLongPointsGOLD / 3 * 100
combinedProbabilityShortGOLD = totalShortPointsGOLD / 3 * 100
combinedProbabilityLongUS30 = totalLongPointsUS30 / 3 * 100
combinedProbabilityShortUS30 = totalShortPointsUS30 / 3 * 100
combinedProbabilityLongPAIR = totalLongPointsPAIR / 3 * 100
combinedProbabilityShortPAIR = totalShortPointsPAIR / 3 * 100
// Calculate combined probabilities for all symbols
combinedProbabilityLong = totalLongPoints / 15 * 100
combinedProbabilityShort = totalShortPoints / 15 * 100
// Display combined probabilities in a box at the top right corner
var labelBox = label.new(na, na, "")
label.set_xy(labelBox, bar_index, high)
label.set_text(labelBox, "Long: BTC " + str.tostring(combinedProbabilityLongBTC) + "%, DXY " + str.tostring(combinedProbabilityLongDXY) + "%, GOLD " + str.tostring(combinedProbabilityLongGOLD) + "%, US30 " + str.tostring(combinedProbabilityLongUS30) + "%, syminfo.ticker " + str.tostring(combinedProbabilityLongPAIR) + "%\nShort: BTC " + str.tostring(combinedProbabilityShortBTC) + "%, DXY " + str.tostring(combinedProbabilityShortDXY) + "%, GOLD " + str.tostring(combinedProbabilityShortGOLD) + "%, US30 " + str.tostring(combinedProbabilityShortUS30) + "%, syminfo.ticker " + str.tostring(combinedProbabilityShortPAIR) + "%\n\nTotal: Long " + str.tostring(combinedProbabilityLong) + "%, Short " + str.tostring(combinedProbabilityShort) + "%")
label.set_color(labelBox, color.new(color.blue, 0))
label.set_style(labelBox, label.style_label_left)