Gold Futures vs Spot (Candlestick + Line Overlay)📝 Script Description: Gold Futures vs Spot
This script was developed to compare the price movements between Gold Futures and Spot Gold within a specific time frame. The primary goals of this script are:
To analyze the price spread between Gold Futures and Spot
To identify potential arbitrage opportunities caused by price discrepancies
To assist in decision-making and enhance the accuracy of gold market analysis
🔧 Key Features:
Fetches price data from both Spot and Futures markets (from APIs or chart sources)
Converts and aligns data for direct comparison
Calculates the price spread (Futures - Spot)
Visualizes the spread over time or exports the data for further analysis
📅 Date Created:
🧠 Additional Notes:
This script is ideal for investors, gold traders, or analysts who want to understand the relationship between the Futures and Spot markets—especially during periods of high volatility. Unusual spreads may signal shifts in market sentiment or the actions of institutional players.
Cari dalam skrip untuk "Futures"
QQQ and SPY Price Levels [MW]Introduction:
Don’t let SPY and QQQ resistance levels hurt your futures trading anymore. The QQQ and SPY Price Levels indicator automagically provides easily accessible QQQ price levels for NASDAQ-related charts such as QQQ, /NQ and /MNQ futures, and leveraged ETFs such as TQQQ and SQQQ as well as for SPY price levels for S&P 500-related charts such as SPY, /ES and /MES futures, SPX, and leveraged ETFs such as UPRO and SPXU. If you’ve ever traded futures, or anything QQQ- or SPY-related and wanted to know at what price would the corresponding asset reach a key whole number level of QQQ or SPY, like 400, 440, 445, or even 447.50, this tool is for you. Key 10x, 5x, and even 2.5x multiples of QQQ and SPY can act as support or resistance for other related-assets. Until now, there hasn’t been an indicator that can serve as an easy visual cue to know exactly when that is about to happen across assets.
This indicator is a fork of the original SPY Price Levels indicator, which only considered SPY-related assets.
Settings:
QQQ/SPY 2.5x: Show closest levels above and below that are multiples of 2.5 on QQQ
QQQ/SPY 5x: Show closest levels above and below that are multiples of 5 on QQQ
QQQ/SPY 10x: Show closest levels above and below that are multiples of 10 on QQQ
Show QQQ/SPY Price Label: Show the current QQQ/SPY price
Extend lines to the left: Extend label lines for each price level to the beginning of the chart
Calculations:
This indicator defines the ratio between the price of QQQ/SPY and another NASDAQ/S&P-related asset and uses that multiplier once the user-defined price increments are defined. For example, if /MNQ is at 19000 and QQQ is at 465, then the ratio would be 40.8.
The incremental QQQ levels that are above and below the QQQ price are calculated using the following equations:
qqqLevelUp = _multiplier * math.ceil(_qqqClose / _multiplier)
qqqLevelDown = _multiplier * math.floor(_qqqClose / _multiplier)
The conversion ratio is then multiplied by that amount to get the final estimated corresponding price using the calculation:
levelUp := _conversion * qqqLevelUp
levelDown := _conversion * qqqLevelDown
For leveraged assets, the conversion must be used on the difference between the current QQQ price and the incremental upper and lower levels.
For example, the calculation for the next level up looks like the following:
levelUpDelta := math.abs(_qqqClose - qqqLevelUp)
levelUp := close + _conversion * (levelUpDelta * _leverage)
This logic is identical for SPY-related assets.
How to Use:
The QQQ and SPY Price Levels indicator aims to be as unobtrusive as possible. The default view shows 3 labels and 2 lines that are all aligned to the right of the main chart, so that it interferes as little as possible with any other indicators. It can be added to any /NQ or /MNQ futures chart, SQQQ, TQQQ, and, of course, QQQ as well as any /ES /MES futures chart, SPXU, UPRO, SPX, and of course SPY. The most immediate price levels for each multiplier appears above and below the current price along with the price of QQQ/SPY.
For example, MNQU2024 is currently at 19594. By looking at the indicator the next QQQ increment below is at 475, or 19556 on the MNQU2024 chart. This potential support is marked with a green label that shows both prices. The next increment above is at QQQ 477.50, or 19659 on the MESU2024 chart. And the QQQ price itself, is also shown (and can be removed) at 475.92.
QQQ and SPY price increments of 2.5, 5, and 10 tend to consistently act at the very least as emotional support and resistance levels. Weak, or weakening volume and/or momentum when these levels are hit can trigger a strong rejection, and can sometimes precipitate lengthy consolidation periods at those levels. Watching an NASDAQ- and S&P 500-related asset come to a halt, fall off a cliff, or react in some other unintuitive way could very well be the result of a QQQ/SPY level being reached. Even though many of us know that this relationship exists, it’s easy to forget. So, this indicator helps to ensure that its users keep that relationship front and center.
By extending the lines into the past on QQQ/SPY and their related assets, you can see what reactions happened at these key levels.
Other Usage Notes and Limitations:
The calculations used only provide an estimated relationship or a close approximation, and are not exact.
It's important for traders to be aware of the limitations of any indicator and to use them as part of a broader, well-rounded trading strategy that includes risk management, fundamental analysis, and other tools that can help with reducing false signals, determining trend direction, and providing additional confirmation for a trade decision. Diversifying strategies and not relying solely on one type of indicator or analysis can help mitigate some of these risks.
US Futures Momentum OverviewThe "US Futures Momentum Overview" indicator is designed to provide a comprehensive view of momentum across various U.S. futures markets. It calculates the Rate of Change (ROC) for multiple futures contracts and displays them as lines on a chart. Each futures market is plotted with a unique color for easy differentiation, allowing traders to quickly assess the momentum in different markets.
Features:
ROC Calculation: Measures the percentage change in price over a specified period, indicating the rate of change in momentum.
Futures Markets Covered: Includes major U.S. indices, commodities, and agricultural products.
How to Use:
Momentum Analysis: Observe the ROC lines for each futures market. A positive ROC indicates increasing momentum, while a negative ROC suggests decreasing momentum.
Trend Identification: Use the ROC values to identify strong trends in different markets. Markets with higher positive ROC values show stronger upward momentum.
Comparison: Compare momentum across various futures markets to identify which ones are showing stronger trends and might offer better trading opportunities.
Weiss Wave Open Interest BarsFirstly :
LazyBear ' s "Weiss Wave " codes are used for open interests.
Original Weiss Wave Volume :
Let's start :
Open Interest vs. Volume: An Overview
Volume and open interest are two key measurements that describe the liquidity and activity of contracts In the options and futures markets. However, their meanings and applications are different. Volume refers to the number of contracts traded in a given period, while open interest denotes the number of active contracts.
Volume
Trading volume measures the number of options or futures contracts being exchanged between buyers and sellers, identifying the level of activity for that particular contract. For every buyer, there is a seller, and the transaction itself counts toward the daily volume.
Open Interest
Open interest indicates the number of options or futures contracts that are held by traders and investors in active positions. These positions have not been closed out, expired, or exercised. Open interest decreases when holders and writers of options (or buyers and sellers of futures) close out their positions. To close out positions, they must take offsetting positions or exercise their options. Open interest increases once again when investors and traders open new long positions or writers/sellers take on new short positions. Open interest also increases when new options or futures contracts are created.
Options or futures contract trading volume can only increase while open interest can either increase or decrease. While trading volume indicates the number of contracts that have been bought or sold, open interest identifies the number of contracts that are currently held.
Reference : www.investopedia.com
*** Worked to define all futures . You can look them in codes (between line : 13 to line 94 )
** CAUTION 1 : Since each instrument in the list has its own unique contract data, you must first enter its name to display it. I recommend you to select OANDA from the markets. Finally, when the COT reports are issued, it may repaints. However, this repaint is usually close to closing or after close .(When COT reports are so sharp ) So use this script only 1W ( 1 week ) or 1 M ( 1 month ) timeframe.
** CAUTION 2 : This data is taken to Tradingview with the help of Quandl. This is a tremendous possibility, but the system will not work if there is a malfunction.
Best regards.
XBT Contango Calculator v1.1
This indicator measures value of basis (or spread) of current Futures contracts compared to spot. The default settings are specifically for Bitmex XBTU19 and XBTZ19 futures contracts. These will need to be updated after expiration. Also, it seems that Tradingview does not keep charts of expired contracts. If anyone knows how to import data from previous expired contracts, please let me know. This historical data could be valuable for evaluating previous XBT futures curves.
Also, VERY important to understand is this indicator only works with Spot Bitcoin charts (XBTUSD, BTCUSD, etc). If you add this to any other asset chart, it would not be useful (unless you changed settings to evaluate a different Futures product).
Contango and Backwardation are important fundamental indicators to keep track of while trading Futures markets. For a better explanation, Ugly Old Goat had done several medium articles on this. Please check out link below for his latest article on the subject...
uglyoldgoat.com
Notes on chart above should explain most of what you need to know on to use this indicator. The zero line is the spot price on the chart, so a positive value means Futures are trading at a premium (or in Contango). You can set a value of extreme Contango which will give an alert as red background (default setting is +$500). Green background will appear when Futures are trading at a discount to spot (Backwardation).
Hope some people get some use out of this. This is my first attempt at coding anything, so any feedback would be greatly appreciated!
BTC Donations: 3CypEdvBcvVHbqzHUt1FDiUG53U7pYWviV
ILM NSE Futures - Open Interest Analysis - FnOUse this indicator on Daily Timeframe
This script works only on India NSE Futures (Indices and Fno Stocks)
This script pulls Stock/Index Price/Volume Info + Futures Current/Next Price/Volume/Open Interest Info
Calculates the Combined OI and identifies the OI Buildup based on the Price Change and color codes the info for easy reading
This script also calculates Stock/Futures Volume action to identify if big players are aggressively trading in Futures
Also OI Buildup to Future Volume is calculated to track the presence of big players.
Summary Row is displayed at the bottom which shows Futures Premium/Discount to Index/Stock
Asay (1982) Margined Futures Option Pricing Model [Loxx]Asay (1982) Margined Futures Option Pricing Model is an adaptation of the Black-Scholes-Merton Option Pricing Model including Analytical Greeks and implied volatility calculations. The following information is an excerpt from Espen Gaarder Haug's book "Option Pricing Formulas". This version is to price Options on Futures where premium is fully margined. This means the Risk-free Rate, dividend, and cost to carry are all zero. The options sensitivities (Greeks) are the partial derivatives of the Black-Scholes-Merton ( BSM ) formula. Analytical Greeks for our purposes here are broken down into various categories:
Delta Greeks: Delta, DDeltaDvol, Elasticity
Gamma Greeks: Gamma, GammaP, DGammaDvol, Speed
Vega Greeks: Vega , DVegaDvol/Vomma, VegaP
Theta Greeks: Theta
Probability Greeks: StrikeDelta, Risk Neutral Density
(See the code for more details)
Black-Scholes-Merton Option Pricing
The Black-Scholes-Merton model can be "generalized" by incorporating a cost-of-carry rate b. This model can be used to price European options on stocks, stocks paying a continuous dividend yield, options on futures , and currency options:
c = S * e^((b - r) * T) * N(d1) - X * e^(-r * T) * N(d2)
p = X * e^(-r * T) * N(-d2) - S * e^((b - r) * T) * N(-d1)
where
d1 = (log(S / X) + (b + v^2 / 2) * T) / (v * T^0.5)
d2 = d1 - v * T^0.5
b = r ... gives the Black and Scholes (1973) stock option model.
b = r — q ... gives the Merton (1973) stock option model with continuous dividend yield q.
b = 0 ... gives the Black (1976) futures option model.
b = 0 and r = 0 ... gives the Asay (1982) margined futures option model. <== this is the one used for this indicator!
b = r — rf ... gives the Garman and Kohlhagen (1983) currency option model.
Inputs
S = Stock price.
X = Strike price of option.
T = Time to expiration in years.
r = Risk-free rate
d = dividend yield
v = Volatility of the underlying asset price
cnd (x) = The cumulative normal distribution function
nd(x) = The standard normal density function
convertingToCCRate(r, cmp ) = Rate compounder
gImpliedVolatilityNR(string CallPutFlag, float S, float x, float T, float r, float b, float cm , float epsilon) = Implied volatility via Newton Raphson
gBlackScholesImpVolBisection(string CallPutFlag, float S, float x, float T, float r, float b, float cm ) = implied volatility via bisection
Implied Volatility: The Bisection Method
The Newton-Raphson method requires knowledge of the partial derivative of the option pricing formula with respect to volatility ( vega ) when searching for the implied volatility . For some options (exotic and American options in particular), vega is not known analytically. The bisection method is an even simpler method to estimate implied volatility when vega is unknown. The bisection method requires two initial volatility estimates (seed values):
1. A "low" estimate of the implied volatility , al, corresponding to an option value, CL
2. A "high" volatility estimate, aH, corresponding to an option value, CH
The option market price, Cm , lies between CL and cH . The bisection estimate is given as the linear interpolation between the two estimates:
v(i + 1) = v(L) + (c(m) - c(L)) * (v(H) - v(L)) / (c(H) - c(L))
Replace v(L) with v(i + 1) if c(v(i + 1)) < c(m), or else replace v(H) with v(i + 1) if c(v(i + 1)) > c(m) until |c(m) - c(v(i + 1))| <= E, at which point v(i + 1) is the implied volatility and E is the desired degree of accuracy.
Implied Volatility: Newton-Raphson Method
The Newton-Raphson method is an efficient way to find the implied volatility of an option contract. It is nothing more than a simple iteration technique for solving one-dimensional nonlinear equations (any introductory textbook in calculus will offer an intuitive explanation). The method seldom uses more than two to three iterations before it converges to the implied volatility . Let
v(i + 1) = v(i) + (c(v(i)) - c(m)) / (dc / dv (i))
until |c(m) - c(v(i + 1))| <= E at which point v(i + 1) is the implied volatility , E is the desired degree of accuracy, c(m) is the market price of the option, and dc/ dv (i) is the vega of the option evaluaated at v(i) (the sensitivity of the option value for a small change in volatility ).
Things to know
Only works on the daily timeframe and for the current source price.
You can adjust the text size to fit the screen
Bullish and Bearish Breakout Alert for Gold Futures PullbackBelow is a Pine Script (version 6) for TradingView that includes both bullish and bearish breakout conditions for my intraday trading strategy on micro gold futures (MGC). The strategy focuses on scalping two-legged pullbacks to the 20 EMA or key levels with breakout confirmation, tailored for the Apex Trader Funding $300K challenge. The script accounts for the Daily Sentiment Index (DSI) at 87 (overbought, favoring pullbacks). It generates alerts for placing stop-limit orders for 175 MGC contracts, ensuring compliance with Apex’s rules ($7,500 trailing threshold, $20,000 profit target, 4:59 PM ET close).
Script Requirements
Version: Pine Script v6 (latest for TradingView, April 2025).
Purpose:
Bullish: Alert when price breaks above a rejection candle’s high after a two-legged pullback to the 20 EMA in a bullish trend (price above 20 EMA, VWAP, higher highs/lows).
Bearish: Alert when price breaks below a rejection candle’s low after a two-legged pullback to the 20 EMA in a bearish trend (price below 20 EMA, VWAP, lower highs/lows).
Context: 5-minute MGC chart, U.S. session (8:30 AM–12:00 PM ET), avoiding overbought breakouts above $3,450 (DSI 87).
Output: Alerts for stop-limit orders (e.g., “Buy: Stop=$3,377, Limit=$3,377.10” or “Sell: Stop=$3,447, Limit=$3,446.90”), quantity 175 MGC.
Apex Compliance: 175-contract limit, stop-losses, one-directional news trading, close by 4:59 PM ET.
How to Use the Script in TradingView
1. Add Script:
Open TradingView (tradingview.com).
Go to “Pine Editor” (bottom panel).
Copy the script from the content.
Click “Add to Chart” to apply to your MGC 5-minute chart .
2. Configure Chart:
Symbol: MGC (Micro Gold Futures, CME, via Tradovate/Apex data feed).
Timeframe: 5-minute (entries), 15-minute (trend confirmation, manually check).
Indicators: Script plots 20 EMA and VWAP; add RSI (14) and volume manually if needed .
3. Set Alerts:
Click the “Alert” icon (bell).
Add two alerts:
Bullish Breakout: Condition = “Bullish Breakout Alert for Gold Futures Pullback,” trigger = “Once Per Bar Close.”
Bearish Breakout: Condition = “Bearish Breakout Alert for Gold Futures Pullback,” trigger = “Once Per Bar Close.”
Customize messages (default provided) and set notifications (e.g., TradingView app, SMS).
Example: Bullish alert at $3,377 prompts “Stop=$3,377, Limit=$3,377.10, Quantity=175 MGC” .
4. Execute Orders:
Bullish:
Alert triggers (e.g., stop $3,377, limit $3,377.10).
In TradingView’s “Order Panel,” select “Stop-Limit,” set:
Stop Price: $3,377.
Limit Price: $3,377.10.
Quantity: 175 MGC.
Direction: Buy.
Confirm via Tradovate.
Add bracket order (OCO):
Stop-loss: Sell 175 at $3,376.20 (8 ticks, $1,400 risk).
Take-profit: Sell 87 at $3,378 (1:1), 88 at $3,379 (2:1) .
Bearish:
Alert triggers (e.g., stop $3,447, limit $3,446.90).
Select “Stop-Limit,” set:
Stop Price: $3,447.
Limit Price: $3,446.90.
Quantity: 175 MGC.
Direction: Sell.
Confirm via Tradovate.
Add bracket order:
Stop-loss: Buy 175 at $3,447.80 (8 ticks, $1,400 risk).
Take-profit: Buy 87 at $3,446 (1:1), 88 at $3,445 (2:1) .
5. Monitor:
Green triangles (bullish) or red triangles (bearish) confirm signals.
Avoid bullish entries above $3,450 (DSI 87, overbought) or bearish entries below $3,296 (support) .
Close trades by 4:59 PM ET (set 4:50 PM alert) .
strategy_helpersThis library is designed to aid traders and developers in calculating risk metrics efficiently across different asset types like equities, futures, and forex. It includes comprehensive functions that calculate the number of units or contracts to trade, the value at risk, and the total value of the position based on provided entry prices, stop levels, and risk percentages. Whether you're managing a portfolio or developing trading strategies, this library provides essential tools for risk management. Functions also automatically select the appropriate risk calculation method based on asset type, calculate leverage levels, and determine potential liquidation points for leveraged positions. Perfect for enhancing the precision and effectiveness of your trading strategies.
Library "strategy_helpers"
Provides tools for calculating risk metrics across different types of trading strategies including equities, futures, and forex. Functions allow for precise control over risk management by calculating the number of units or contracts to trade, the value at risk, and the total position value based on entry prices, stop levels, and desired risk percentage. Additional utilities include automatic risk calculation based on asset type, leverage level calculations, and determination of liquidation levels for leveraged trades.
calculate_risk(entry, stop_level, stop_range, capital, risk_percent, trade_direction, whole_number_buy)
Calculates risk metrics for equity trades based on entry, stop level, and risk percent
Parameters:
entry (float) : The price at which the position is entered. Use close if you arent adding to a position. Use the original entry price if you are adding to a position.
stop_level (float) : The price level where the stop loss is placed
stop_range (float) : The price range from entry to stop level
capital (float) : The total capital available for trading
risk_percent (float) : The percentage of capital risked on the trade. 100% is represented by 100.
trade_direction (bool) : True for long trades, false for short trades
whole_number_buy (bool) : True to adjust the quantity to whole numbers
Returns: A tuple containing the number of units to trade, the value at risk, and the total value of the position:
calculate_risk_futures(risk_capital, stop_range)
Calculates risk metrics for futures trades based on the risk capital and stop range
Parameters:
risk_capital (float) : The capital allocated for the trade
stop_range (float) : The price range from entry to stop level
Returns: A tuple containing the number of contracts to trade, the value at risk, and the total value of the position:
calculate_risk_forex(entry, stop_level, stop_range, capital, risk_percent, trade_direction)
Calculates risk metrics for forex trades based on entry, stop level, and risk percent
Parameters:
entry (float) : The price at which the position is entered. Use close if you arent adding to a position. Use the original entry price if you are adding to a position.
stop_level (float) : The price level where the stop loss is placed
stop_range (float) : The price range from entry to stop level
capital (float) : The total capital available for trading
risk_percent (float) : The percentage of capital risked on the trade. 100% is represented by 100.
trade_direction (bool) : True for long trades, false for short trades
Returns: A tuple containing the number of lots to trade, the value at risk, and the total value of the position:
calculate_risk_auto(entry, stop_level, stop_range, capital, risk_percent, trade_direction, whole_number_buy)
Automatically selects the risk calculation method based on the asset type and calculates risk metrics
Parameters:
entry (float) : The price at which the position is entered. Use close if you arent adding to a position. Use the original entry price if you are adding to a position.
stop_level (float) : The price level where the stop loss is placed
stop_range (float) : The price range from entry to stop level
capital (float) : The total capital available for trading
risk_percent (float) : The percentage of capital risked on the trade. 100% is represented by 100.
trade_direction (bool) : True for long trades, false for short trades
whole_number_buy (bool) : True to adjust the quantity to whole numbers, applicable only for non-futures and non-forex trades
Returns: A tuple containing the number of units or contracts to trade, the value at risk, and the total value of the position:
leverage_level(account_equity, position_value)
Calculates the leverage level used based on account equity and position value
Parameters:
account_equity (float) : Total equity in the trading account
position_value (float) : Total value of the position taken
Returns: The leverage level used in the trade
calculate_liquidation_level(entry, leverage, trade_direction, maintenance_margine)
Calculates the liquidation price level for a leveraged trade
Parameters:
entry (float) : The price at which the position is entered
leverage (float) : The leverage level used in the trade
trade_direction (bool) : True for long trades, false for short trades
maintenance_margine (float) : The maintenance margin requirement, expressed as a percentage
Returns: The price level at which the position would be liquidated, or na if leverage is zero
BTC FTX Futures PremiumsThis indicator shows the future BTC premiums on FTX.
The purple area is the Daily December Futures contract subtracted by the current price.
The blue area is the Daily September futures contract subtracted by the current price.
The green area is the Daily June futures contract subtracted by the current price.
You can use this to try and understand market sentiment.
If the current price dumps but the premium remains the same it likely means that sentiment is unchanged.
The opposite is true, if the price pumps and the premium is the same it means the market likely wasn't convinced by the movement.
The difference between the current price and the futures price can help determine how bullish or bearish a market or at extremes the level of euphoria.
ANN MACD : 25 IN 1 SCRIPTIn this script, I tried to fit deep learning series to 1 command system up to the maximum point.
After selecting the ticker, select the instrument from the menu and the system will automatically turn on the appropriate ann system.
Listed instruments with alternative tickers and error rates:
WTI : West Texas Intermediate (WTICOUSD , USOIL , CL1! ) Average error : 0.007593
BRENT : Brent Crude Oil (BCOUSD , UKOIL , BB1! ) Average error : 0.006591
GOLD : XAUUSD , GOLD , GC1! Average error : 0.012767
SP500 : S&P 500 Index (SPX500USD , SP1!) Average error : 0.011650
EURUSD : Eurodollar (EURUSD , 6E1! , FCEU1!) Average error : 0.005500
ETHUSD : Ethereum (ETHUSD , ETHUSDT ) Average error : 0.009378
BTCUSD : Bitcoin (BTCUSD , BTCUSDT , XBTUSD , BTC1!) Average error : 0.01050
GBPUSD : British Pound (GBPUSD,6B1! , GBP1!) Average error : 0.009999
USDJPY : US Dollar / Japanese Yen (USDJPY , FCUY1!) Average error : 0.009198
USDCHF : US Dollar / Swiss Franc (USDCHF , FCUF1! ) Average error : 0.009999
USDCAD : Us Dollar / Canadian Dollar (USDCAD) Average error : 0.012162
SOYBNUSD : Soybean (SOYBNUSD , ZS1!) Average error : 0.010000
CORNUSD : Corn (ZC1! ) Average error : 0.007574
NATGASUSD : Natural Gas (NATGASUSD , NG1!) Average error : 0.010000
SUGARUSD : Sugar (SUGARUSD , SB1! ) Average error : 0.011081
WHEATUSD : Wheat (WHEATUSD , ZW1!) Average error : 0.009980
XPTUSD : Platinum (XPTUSD , PL1! ) Average error : 0.009964
XU030 : Borsa Istanbul 30 Futures ( XU030 , XU030D1! ) Average error : 0.010727
VIX : S & P 500 Volatility Index (VX1! , VIX ) Average error : 0.009999
YM : E - Mini Dow Futures (YM1! ) Average error : 0.010819
ES : S&P 500 E-Mini Futures (ES1! ) Average error : 0.010709
GAZP : Gazprom Futures (GAZP , GZ1! ) Average error : 0.008442
SSE : Shangai Stock Exchange Composite (Index ) ( 000001 ) Average error : 0.011287
XRPUSD : Ripple (XRPUSD , XRPUSDT ) Average error : 0.009803
Note 1 : Australian Dollar (AUDUSD , AUD1! , FCAU1! ) : Instrument has been removed because it has an average error rate of over 0.13.
The average error rate is 0.1850.
I didn't delete it from the menu just because there was so much request,
You can use.
Note 2 : Friends have too many requests, it took me a week in total and 1 other script that I'll share in 2 days.
Reaching these error rates is a very difficult task, and when I keep at a low learning rate, they are trained for a very long time.
If I don't see the error rate at an average low, I increase the layers and go back into a longer process.
It takes me 45 minutes per instrument to command artificial neural networks, so I'll release one more open source, and then we'll be laying 70-80 percent of the world trade volume with artificial neural networks.
Note 3 :
I would like to thank wroclai for helping me with this script.
This script is subject to MIT License on behalf of both of us.
You can review my original idea scripts from my Github page.
You can use it free but if you are going to modify it, just quote this script .
I hope it will help everyone, after 1-2 days I will share another ann script that I think is of the same importance as this, stay tuned.
Regards , Noldo .
OKCoin future diffThis indicator checks the accuracy of okcoin futures against the current index. Example, check how the 1W future from 7 days ago matches the current spot value. The matches are on the 1W, 2W, 3M futures
The indicator bundles them together, makes a weighted average and shows it all.
the thin lines are the futures deltas for each of the futures(check the code to see the color of each).
the thick line is the compound indicator, the line is red when the value is too far off the spot price, black when it's <5%
background is green on "bullish", red for "bearish", take it as you want with many grains of salt :)
there is an input value (default = 1) to adjust time scales. the value is a multiplier for the number of periods in a day.
Example:
1D chart, input = 1
4h chart, input = 4h * 6 = 24h
using the incorrect adjustment for the wrong time scale, makes the indicator (even more) meaningless ;)
Index Vs Futures v4.0 (dashed edition)Generalized script of
Originally designed for bitcoin, but can be used to compare between futures and index (or any two symbol expressions).
Conventions:
- green background := futures deviates 'way above' index
- red background := futures deviates 'way below' index
Gold Futures 2M 5M Tick Move Indicator📢 Gold Futures Tick Move Indicator 🚀
Customizable Tick-Based Trading Alerts & Visualization
🔹 Overview:
The Gold Futures Tick Move Indicator is designed for traders who rely on tick-based price movements to detect significant market activity. This indicator identifies strong momentum moves, triggers customizable buy and sell signals, and provides clear trade range visualizations with take profit and stop loss levels.
🔹 Key Features:
✅ Customizable Tick Threshold – Adjust the number of ticks needed to trigger a buy/sell signal (default: 65 ticks).
✅ Take Profit & Stop Loss Levels – Automatically calculates and plots exit levels (default: 75 TP, 40 SL).
✅ Buy/Sell Alerts – Get real-time alerts when a candle moves beyond the defined tick threshold.
✅ Custom Colors for Trade Signals – Buy (teal #008080), Sell (hot pink #FF69B4).
✅ Trade Range Visualization – Background colors highlight long & short positions for better clarity.
✅ Candle Highlighting – Turns white when a tick-based signal is detected.
🔹 How It Works:
1️⃣ Set your tick movement threshold – Define how many ticks the price must move to trigger a trade signal.
2️⃣ Customize Take Profit & Stop Loss – Modify exit levels to match your strategy.
3️⃣ Wait for a Signal – If the price moves beyond the defined tick range, the indicator plots a Buy (teal) or Sell (hot pink) signal.
4️⃣ Monitor Trade Zones – Trade ranges are highlighted in teal or pink for quick visualization.
5️⃣ Receive Alerts – Set up TradingView alerts to be notified of trade opportunities.
🔹 Who is This For?
💰 Gold Futures Traders looking to capitalize on price momentum
📈 Scalpers & Day Traders seeking precise tick-based entries
🎯 Algo Traders who want automated alerts & visual cues
Aggregated Volume Spot & Futures ⚉ ＯＶＥＲＶＩＥＷ ⚉
The indicator presents a comprehensive approach to Aggregated Volume Data . Works on almost all CRYPTO Tickers!
The script also includes several input parameters that allow the user to control which exchanges and currencies are included in the aggregated data.
This script allows the user to choose from several data display modes, including volume, spot & perp, delta, cumulative delta, and others.
The user can also choose how volume is displayed (in assets, U.S. dollars or euros) and how it is calculated (sum, average, median, or dispersion).
WARNING Indicator is for CRYPTO ONLY.
______________________
⚉ ＳＥＴＴＩＮＧＳ ⚉
‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾
Mode — Choose Mode.
• Volume — This displays the Volume
• Volume (Colored) — Shows aggregated volume but applying different volume colors for different exchanges.
• Delta — This displays the difference between the number of sellers and buyers.
• Cumulative Delta — This displays the cumulative delta between sellers and buyers.
• Spot & Perp — Shows Spot and Futures volume at the same time.
• Delta (Spot - Perp) — Shows the difference between Spot and Futures Volume.
• Liquidations — Displays Potential Liquidations. (Calculated between the difference in volume between Futures and Spots)
• OBV — On Balance Volume.
• MFI — Money Flow Indicator.
• Data Type — Choose Single or Aggregated data.
• Single — Show only current Volume.
• Aggregated — Show Aggregated Volume.
Volume By — You can also select how the volume is displayed.
• COIN — Volume in Actives.
• USD — Volume in United Stated Dollar.
• EUR — Volume in European Union.
• RUB — Volume in Russian Ruble.
Calculate By — Choose how Aggregated Volume it is calculated.
• SUM — This displays the total volume from all sources.
• AVG — This displays the average price of the volume from all sources.
• MEDIAN — This displays the median volume from all sources.
• VARIANCE — This displays the variance of the volume from all sources.
* 🡅 Be Careful, Reacts to Every Mode.
Additional features
• Show MA — Show Movieng Average of Volume.
• MA Period — Period of MA.
• Lookback — Lookback period for 'Cumulative Delta' and for 'MFI'.
• Liquidation Filter — Filters out small or negative difference values.
• Show Table — Table shows the current volume of the last candle. Also in the Mode "Colored" shows the color of exchanges if they have volume.
________________
⚉ ＮＯＴＥＳ ⚉
‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾‾
I don't pretend to be the best choice for calculating CVD , Delta and Liquidations, the calculations are chosen to be optimal from what I have seen and know.
If you have any ideas what to add to my work to add more sources or make calculations cooler, suggest in DM .
Z Score BandThis is a band based on Z Score. What is Z Score? In layman's terms it's a method of finding outliers within a sequence of numbers. It's highly effective to quantify pump and dumps in the crypto market.
The middle line is a simple Exponential Moving Average, you can configure this with whatever period you prefer. It comes default with a period of 247 to which I find suitable for my style of trading. The upper and lower bound are determined by the standard deviation you choose in the settings, it comes with a default of 1.69 although I've heard people saying 2.5 is a better number to really pinpoint outliers.
Trading with this indicator is like trading with any band based indicator. The main difference is that this indicator's sole purpose when I wrote it is to help me find shorting positions in the futures market. On the contrary though, longs are also achievable although I rarely long the futures market.
If prices hit the upper bound and get rejected, it's probably because the move was an outlier, it doesn't happen often and when it does usually it reveals crypto's nature of buying spot and hedging short in the futures market. When prices stay above the upper bound, switch to a higher timeframe until we can see that it's still have some ways upwards.
What's true about using this as a shorting tool is also true with longs. However, it might not be as effective, I'd like to be proven wrong.
Convert ETF to Futures/IndexThis indicator is used to automatically map an ETF's VWAP and 10 levels above and below the strike of your choice, to the futures or index instrument currently being viewed/traded. This works very well when using both SPY to ES/MES/SPX or QQQ to NQ/MNQ/NDX to plot the ETF strikes and can lead to some incredible trades, especially when trading level to level. Since SPY, QQQ, IWM, and DIA have the same price action as their futures iteration, there seems to be a direct correlation between their levels and VWAP . This indicator is made to easily map these key levels to the appropriate futures instrument. If you have a way to measure GEX centered around a certain level, I recommend color coding the lines to help indicate whether the level will have strong positive or negative gamma hedging associated with it.
Future's spread with base contract (MOEX)English:
Indicator calculates spread between future and it's theoretical price baased on base contract, number of days to expiration and central bank key rate.
I didn't find any means of getting base contract of security on chart so I hardcoded futures and corresponding base contracts.
Hardcoded futures are MOEX (Moscow Exchange) only and key rate used in script is Russian Central Bank's key rate from 2013, but I believe you can easily adapt it to any other key rate history. I can share source code of tiny C++20 utility for easy generation of get_rate(time) function from more human-readable date format rather then UNIX timestamp used in PineScript.
Only quarterly futures are supported. Only in "SIU2022" like notation. "SI1!" like aliases are not supported.
Русский:
Индикатор отображает спред фьючерса к его теоретической цене с учётом усыхания на каждый день.
Не нашёл, как определить базовый актив фьючерса средствами TradingView - поэтому это соответствие захардкожено вручную.
Поддерживаются только квартальные фьючерсы, только MOEX, только хардкор.
Поддерживается история ключевой ставки ЦБ РФ с 2013 года.
Используйте коды фьючерсов вида "SIU2022".
Не поддерживаются альясы вроде "SI1!", "EU1!".
SPY to ES / MESSPY to ES is an indicator that converts SPY price targets to ES / MES futures price targets.
This indicator is helpful when you have price targets for SPY but trade ES or MES futures instead of SPY. It coverts the SPY price targets to ES / MES futures, and draws the SPY VWAP line on your ES / MES chart.
It supports the following lines
Bullish Above
Bearish Below
Long PT1
Long PT2
Long PT3
Short PT1
Short PT2
Short PT3
It also converts the SPY VWAP to it's current ES / MES value.
Note: The conversion do not work during pre and after market and the lines are only correct during market hours.
Intraday Power 3 VisualDescription
This indicator draws a dynamic "Open High Low Close" type visual on intraday charts so the trader can easily keep track of the daily/weekly movement. This indicator was inspired by the Inner Circle Trader’s (ICT) “Power 3” concept, which is Accumulation, Manipulation, and Distribution of price on a daily timeframe.
Visual
This indicator plots the chosen timeframes opening price along with a live line for the current price. This makes it very easy to identify the daily/weekly range along it’s open. And the user can combine this indicator with my other indicator “Futures Exchange Sessions” to plot the midnight EST & 8:30 AM EST lines to get a great summation of over night price action.
Inputs and Style
In the Input section the user can dynamically switch between Daily and Weekly timeframes. Built in ability to move the entire Visual to the right makes preventing indicator overlap a breeze. All of the lines can be configured: color, style, and width. Independently toggle ON/OFF the Power 3 labels (Accumulation, Manipulation, Range Extension, Distribution) and can change labels color. The labels dynamically move and switch positions based upon bear or bull daily/weekly range.
Special Notes
The Futures market is open 23/5. It is closed everyday for 1-hour at 5pm EST and closed over the weekends. Because this Intraday Power 3 Visual is drawing in the 'future' on the users TradingView chart, when the visual is close or in a time when the market is closed, the visual doesn't behave properly. This is because TradingView doesn't display times when the Market is closed, thus the drawings cannot be displayed during those times. There is nothing wrong with the script. Please wait until the Market is open and the visual will be drawn normally.
This indicator is intended for use in the Futures Market
Plot futures volumes with indexMost of the times, F&O traders like to draw their own trendlines or mark other levels on the underlying instrument where volumes of the underlying is a key parameter. When such an instrument is a non-tradeable index, then one needs to switch to the futures chart for volumes. This script plots the volumes from futures on the underlying index so that traders don't need to switch charts just for futures volumes! Hope it is useful to some. Cheers!
Session Levels - Ultimate Range IndicatorSession Levels - Ultimate Range Indicator
Primarily developed for trading the E-MINI Futures Markets like NQ or ES from the CME Group,
but also more than suitable for Crypto or other instruments.
This indicator highlights the chosen session, which can be Globex, Asian, London and New York.
It plots the important levels and also renders the Opening Range as it forms (a.k.a. Initial Balance).
After the 1st hour Opening Range is finished, it can plot the Standard Deviations / Projections.
See below for a complete feature list.
All Opening Ranges on chart and for the New York session the Range Projections are turned on:
s3.tradingview.com
How to use (example):
If you are trading the Nasdaq Futures (NQ!)
Enable the Globex Overnight session. Basically in the Futures Market, the Globex session is everything outside of US trading hours of Stocks. This draws the important overnight levels, like the Low, 25%, 50%, 75% and the High.
Enable the New York Session with Levels and Opening Range. Generally, 70% of the time the 1st hour will put a Low or High of the day.
If the price is trading above the Globex Low, most likely the Low of the Day is formed and the price target for the day will be 1.5x Standard Deviation and 2x Standard Deviation.
[*} Deviation of the Initial Balance depends on the volume ad overall market structure.
** This is not financial advice or any guarantee **
Features:
Show each Session Highlighted on Intraday chart in it's own color (each session can be turned off and has customizable times and color)
Show Line Levels of each session: Low, 25%, 50%, 75% and the High (customizable color)
Show the Opening Range (Initial Balance) of the Asian, London and New York session. Note: NY has more options.
Opening Range is displayed as a box with level lines (customizable color)
Levels are drawn to the end of the NY Cash session (customizable time)
Show IB Standard Deviations 0.5 - 3.0. Calculated from the Opening Range (Initial Balance)
Option to display Higher Timeframe levels: Previous Day Open/Close and Previous Week Open/Close
All level lines and OR boxes size dynamically as the session progresses
Built in Alerts for when price hits key levels. e.g. Alert when price crosses the NY Opening Range High. Or an Alert when the first STDEV is hit.
Option to toggle display of drawings for Today's trading session only, or Show all recent session levels. This keeps the chart clean or not.
Extras:
The NY Opening Range also has a 50% level line
The NY Opening Bar can be highlighted separately
The Level Lines can have small labels turned on/off. Values are only shown on mouse over to keep a clean chart
Keep in mind:
1) This indicator works on all instruments, but on instruments with limited market hours, your chart setting
has to be set to "Extended Hours" otherwise. For example TSLA on NASDAQ.
2) The Exchange Time Zone for the CME Group is Chicago UTC-6. So the session times you configure in the settings menu are based on that timezone too.
3) Globex opens at 5pm CST and closes when the US session starts 8:30CST.
4) When enabling the Alerts in the Indicator settings, be sure to also create an alarm for this indicator using the Alarm function of Tradingview.
Pivot Target (5m Futures)I am new to both Futures Trading and Pivots. Looking for shorter-term profitable opportunities, I have investigated the use of pivots from a higher timeframe. All the work of this script is performed using two lines. It calculates the pivot from the previous 2-hour bar and draws this pivot line on the 5-minute timeframe. Many many times, the price will reach back to this pivot point - sometimes fairly quickly within the same horizontal pivot line and sometimes farther out (4-hours to 6-hours, or within the next few days). Price tends to reach the level around ninety percent of the time, making for plenty of short-term trading opportunities.
I get the best results when I see the price rise or fall from the pivot, along with a second indicator indicating a possible reversal (my favorite is Divergence for Many Indicators v4 by LonesomeTheBlue . Who knew divergence (both regular and hidden) was so common and useful for finding probable reversals? If I find the price above or below the pivot line with a second signal, I'll place a buy or sell within that same 2-hour window the price tends to return back to the higher timeframe pivot for a nice profit very quickly. Other times it does take a little longer to return with only a small percentage of time not returning within a reasonable amount of time, or very unusually, not at all. The image above shows a number of profitable trading opportunities using a combination of the Pivot Target and LonesomeTheBlue's Divergence for Many Indicators v4. You can further limit risk by only taking trades that are in the same direction of the overall trend, possibly confirmed on a higher timeframe.
This script will only be visible on the 5-minute timeframe the way it is written right now. I wouldn't suggest shorter or longer timeframes unless some editing is done by you. It doesn't seem to work as well with stocks, but is best on Futures due to the wave-like natures of the futures market. Trade safe, trade with the trend, use stops and limits appropriately and stay safe.
