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Monte Carlo Simulation - Your Strategy [Kioseff Trading]Hello! This script “Monte Carlo Simulation - Your Strategy” uses Monte Carlo simulations for your inputted strategy returns or the asset on your chart! Features Monte Carlo Simulation: Performs Monte Carlo simulation to generate multiple future paths. Asset Price or Strategy: Can simulate either future asset prices based on historical log returns or a specific trading strategy's future performance. User-Defined Input: Allows you to input your own historical returns for simulation. Statistical Methods: Offers two simulation methods—Gaussian (Normal) distribution and Bootstrapping. Graphical Display: Provides options for graphical representation, including line plots and histograms. Cumulative Probability Target: Enables setting a user-defined cumulative probability target to quantify simulation results. Adjustable Parameters: Offers numerous user-adjustable settings like number of simulations, forecast length, and more. Historical Data Points: Option to specify the amount of historical data to be used in the simulation (price). Custom Binning: Allows you to select the binning method for histograms, with options like Sturges, Rice, and Square Root. Best/Worst Case: Allows you to show only the best case / worst case outcome (range) for all simulations! Scatterplot: allows you to show up to 1000 potential outcomes for a specified trade number (or bars forward price endpoint) using a scatter plot. The image above shows the primary components of the indicator! The image above shows the best/worst case outcome feature in action! The image above shows a "fun feature" where 1000 simulated end points for a 15-bar price trajectory are shown as a scatter plot! How To Perform a Monte Carlo Simulation On Your Strategy Really, you can input any data into the indicator it will perform a Monte Carlo Simulation on it :D The following instructions show how to export your strategy results from TradingView to an Excel File, copy the data, and input it into the indicator. However , you are not limited to following this method! Wherever your strategy results are stored, simply copy and paste them into the indicator text area in the settings and simulations will begin. Returns Should Follow This Format 1 3 -3 2 -5 The numbers are presented as a single column. No commas or separators used. The numbers above are in sequential order. A return of "1" for the first trade and a return of "-5" for the last trade. Your strategy returns will likely be in sequential order already so don't worry too much about this (: How To Perform a Monte Carlo Simulation On Your TradingView Strategy With Excel Data Export your strategy returns to an excel file using TradingView Navigate to your downloads folder to column G "Profit" Click the column and press CTRL + SPACE to highlight the entire column Press CTRL + C to copy the entire column Open this indicator's settings and paste the returns into the text area The image above illustrates the process! Notes on Inputting Returns *Must input your returns without a separate as a vertical list *The initial text area can only hold so many return values. If your list of trades is large you can input additional returns into two additional text areas at the bottom of the indicator settings. That should be it; thank you for checking this out!
Wskaźnik Pine Script®
od KioseffTrading
29
Sudden increase in volume [PINESCRIPTLABS]The indicator plots buying and selling histograms on the price chart, as well as graphical signals in the form of triangles to highlight buying and selling conditions. Buying conditions are based on a sudden increase in volume and oversold RSI, while selling conditions are based on a sudden increase in volume and overbought RSI. In summary, this strategy aims to identify moments when there is a significant surge in trading volume along with overbought or oversold conditions in the RSI. These moments are considered potential signals for buying or selling in the market. Sudden Volume Surge: It checks if the current volume is greater than a multiple of the exponential moving average of volume (EMA) calculated with a specific length (ema_length). This indicates a sudden surge in trading volume. RSI Overbought and Oversold Levels: Two RSI values, rsi_overbought and rsi_oversold, are used as references. If the RSI value is below the rsi_oversold level, it is considered to be in oversold territory, and if the RSI value is above the rsi_overbought level, it is considered to be in overbought territory. El indicador plotea histogramas de compra y venta en el gráfico de precios, así como señales gráficas en forma de triángulos para resaltar las condiciones de compra y venta. Las condiciones para la compra se basan en un aumento brusco de volumen y un RSI en sobreventa, mientras que las condiciones para la venta se basan en un aumento brusco de volumen y un RSI en sobrecompra. En resumen, esta estrategia busca identificar momentos en los que haya un aumento significativo en el volumen de operaciones junto con condiciones de sobrecompra o sobreventa en el RSI. Estos momentos se consideran señales potenciales de compra o venta en el mercado. Aumento brusco de volumen: Se verifica si el volumen actual es mayor que un múltiplo del promedio móvil exponencial del volumen (EMA) calculado con una longitud específica (ema_length). Esto indica un aumento repentino en el volumen de operaciones. Niveles de RSI en sobrecompra y sobreventa: Se utilizan dos valores de RSI como referencia, rsi_overbought y rsi_oversold. Si el valor del RSI está por debajo del nivel rsi_oversold, se considera que está en territorio de sobreventa, y si el valor del RSI está por encima del nivel rsi_overbought, se considera que está en territorio de sobrecompra.
Wskaźnik Pine Script®
od PINE_LABS
9
HT Momentum Indicator [ ZCrypto ] The HT Momentum Indicator is a technical analysis tool that uses the Hyperbolic Tangent (tanh) function to measure momentum in a trading instrument. This indicator is plotted as a histogram, with positive values indicating bullish momentum and negative values indicating bearish momentum. Here are the main features and settings of the HT Momentum Indicator: Source: This setting allows you to choose the price data used to calculate the momentum indicator. By default, the indicator uses the (High+Low+Close)/3 price, but you can select other options such as the open, high, or low prices. Period: This setting determines the number of periods used in the momentum calculation. By default, the indicator uses a period of 14, but you can adjust this to suit your trading style and the market you are trading. Show Fast/Slow/VWAP: These settings allow you to choose whether or not to display the fast and slow exponential moving averages (EMAs) and the volume-weighted average price (VWAP) on the chart. Fast Length/Slow Length/VWAP Length: These settings allow you to adjust the length of the fast and slow EMAs and the VWAP calculation. Bull Color/Bear Color: These settings allow you to choose the colors for the bullish and bearish histograms. Zero Line: This indicator also includes a horizontal line at the zero level to help you identify when momentum is transitioning from bullish to bearish or vice versa. The HT Momentum Indicator can be used to identify trends, momentum shifts, and potential buy/sell signals. you can use the fast and slow EMAs to identify short-term and long-term trends, respectively, and the VWAP to gauge the strength of buying or selling pressure. Additionally, the HT Momentum Indicator includes four pre-programmed alert conditions, which can notify you when the fast EMA crosses above the slow EMA, when the VWAP crosses above the zero line, when the histogram transitions from negative to positive values. when the histogram transitions from negative to positive values and VWAP above zero line
Wskaźnik Pine Script®
od TZack88
1
Cheat Code's RedemptionWELCOME TO THE CHEAT CODE REDEMPTION PACK!!!! I want to take a deep dive into what this indicator consists of and how you can use it to improve your trading strategy. -What does the CCR consist of? The Oscillator: The oscillator is a combination of a true strength index sampled from on-balance volume and a regular RSI at default settings. The reason I added the on-balance volume is that it does not tend to remain at overbought or oversold conditions as traditional momentum oscillators do. The Histogram: The histogram is copied to a tee from the MACD histogram, the only difference here is that I extended the moving averages to depict a special pairing; the ema55 slow and ema21 fast. I then converted it into another true strength index, as the calculations fit all time frames. The Divergences: The divergences of an indicator can be extremely useful in catching scalp opportunities, a DARK RED/GREEN represents a REGULAR divergence, while a SALMON/LIGHT GREEN color represents a HIDDEN divergence. The moving average: The moving average built into this indicator is depicted as an aqua or yellow line, when the oscillator is moving in an uptrend, the moving average will appear aqua, when the oscillator is in a downtrend it will appear yellow. Use this as confirmation bias or as the third derivative of market position. Oscillator Colors: The Oscillator color is an important thesis of this indicator. When the line is green, it means the market is effectively in an uptrend, when it is red, it means the market is in a downtrend. Use this to prevent longing in a serious downtrend and vice versa. If you have any questions regarding the indicator(s), feel free to reach out to me in the comments or through Direct Message!!! Safe Trading, Don't get Rekt - CheatCode1 <3
Wskaźnik Pine Script®
od CheatCode1
5
Kase Peak Oscillator w/ Divergences [Loxx]Kase Peak Oscillator is unique among first derivative or "rate-of-change" indicators in that it statistically evaluates over fifty trend lengths and automatically adapts to both cycle length and volatility. In addition, it replaces the crude linear mathematics of old with logarithmic and exponential models that better reflect the true nature of the market. Kase Peak Oscillator is unique in that it can be applied across multiple time frames and different commodities. As a hybrid indicator, the Peak Oscillator also generates a trend signal via the crossing of the histogram through the zero line. In addition, the red/green histogram line indicates when the oscillator has reached an extreme condition. When the oscillator reaches this peak and then turns, it means that most of the time the market will turn either at the present extreme, or (more likely) at the following extreme. This is both a reversal and breakout/breakdown indicator. Crosses above/below zero line can be used for breakouts/breakdowns, while the thick green/red bars can be used to detect reversals The indicator consists of three indicators: The PeakOscillator itself is rendered as a gray histogram. Max is a red/green solid line within the histogram signifying a market extreme. Yellow line is max peak value of two (by default, you can change this with the deviations input settings) standard deviations of the Peak Oscillator value White line is the min peak value of two (by default, you can change this with the deviations input settings) standard deviations of the PeakOscillator value The PeakOscillator is used two ways: Divergence: Kase Peak Oscillator may be used to generate traditional divergence signals. The difference between it and traditional divergence indicators lies in its accuracy. PeakOut: The second use is to look for a Peak Out. A Peak Out occurs when the histogram breaks beyond the PeakOut line and then pulls back. A Peak Out through the maximum line will be displayed magenta. A Peak Out, which only extends through the Peak Min line is called a local Peak Out, and is less significant than a normal Peak Out signal. These local Peak Outs are to be relied upon more heavily during sideways or corrective markets. Peak Outs may be based on either the maximum line or the minimum line. Maximum Peak Outs, however, are rarer and thus more significant than minimum Peak Outs. The magnitude of the price move may be greater following the maximum Peak Out, but the likelihood of the break in trend is essentially the same. Thus, our research indicates that we should react equally to a Peak Out in a trendy market and a Peak Min in a choppy or corrective market. Included: Bar coloring Alerts
Wskaźnik Pine Script®
od loxx
7
MAConverging + QQE Threshold This trading script is a trading strategy that is made up of 2 public indicators so credit goes to LuxAlgo and Jose5770. I have the 2 indicators listed below. 1) Moving Average Converging (LuxAlgo) 2) QQE Threshold (Jose5770) This trading strategy is buying when the two indicators align, and then the take profit is the first red bar on the QQE Threshold histogram. It is not a set risk reward but instead a variable take profit strategy. I have the rules of the strategy listed below in order of how it works. Long Position : 1. Wait for Moving Average Converging to be green 2. Candlestick is green from the QQE Threshold indicator 3. QQE Threshold histogram is green as well, then it enters the trade once we have these criteria met. Take profit is the first red bar on the QQE Threshold histogram that appears and the trade will close. Short Position : 1. Wait for Moving Average Converging to be red 2. Candlestick is red from the QQE Threshold indicator 3. QQE Threshold histogram is red as well, then it enters the trade once we have these criteria met. Take profit is the first green bar on the QQE Threshold histogram that appears and the trade will close. I hope everyone enjoys!
Strategia Pine Script®
od Trade_Domination
2
SL and TP - ATRThis indicator is using ATR ( Average True Range ) to set the Target point and Stop loss. Use the pink number as target, always. If you are in Long position, use the green number as stop loss, so the red number is not useful in Buys. If you are in Short position, use the Red number as stop loss, so the green number is not useful in Sells. ** Need to enter the numbers in ticks --> VERY IMPORTANT: Write it completely, even the numbers after the point sign but DO NOT WRITE the point sign itself. e.g. : if the target tick on indicator is 123.75, you have to write 12375 ticks for your TP. ( one more example: If the number is 0.0001203 , write 1203 ticks. ) Enter the information of the opening candle. Most of the times, risk/reward ratio is a bit higher than 1. Works on multi timeframes. P.S: Haven't checked the weekly timeframe. Not trying to oversell the indicator, but this is perhaps the best TP/SL specifier. For beauty purposes, change (Sl @ buy) and (TP @ sell) to histograms. Histograms are only for visual purposes. Customize the indicator as you want :)) Hope you enjoy
Wskaźnik Pine Script®
od Dr_M_A
BBPBΔ(OBV-PVT)BB - Time Series Decomposition & Volume WeightedThis is an indicator that shows 5 different points of information: #1 The Trendline is uses a time-series decomposition to remove noise and seasonality data to provide a trendline without using moving averages. This is then further processed by a custom VWAP block that weights it based on the time frame you're currently using. #2 BB%B - This is the blue histogram that's partially transparent. This is used to find when a security is overbought or oversold. #3 BB%B of the Δ(OBV-PVT). This is the green histogram. We took the OBV and subtracted the PVT from it, then we found the delta of that compared to the previous candle. This output a line, which we wrapped in bollinger bands to find the BB%B of this line. This line is represented as a histogram, for visual clarity. #4 Long and Short Indicators: Long is represented by a green dot, and short is represented by a red dot. #5 Zones - there are multiple zones, which are used to identify overbought and oversold zones. How to use the indicator: Simple way: Long on green dot, Short on red dot. Use stop losses and take profits. Slightly More Complex: Same as above, but also close out longs, when the green histogram drops but the blue does not. As this means price action hasn't caught up with volume. Use stop losses and take profits. Full Usage: Long only when both the green, blue and yellow lines are below 0, and sell when the blue or green histogram rises above 1. Perform the opposite for the shorting. Ignore the dots if you use this method, they are for simple reference points til you get used to this indicator. Use stop losses and take profits.
Strategia Pine Script®
od tathal
5
MACD BTC Long/Short Strategy v1.0This strategy will use only default MACD with Simple MA(Signal Line) mode 'ON' to determine when it's time to long/short using its histogram value. Current version has 2 more entries added to increase more trades and profits along the way while maintaining low 'max drawdown' and high returns. Entry will be opened when macd line(blue) crossed with signal line(red). Entry will be closed when histogram increased/decreased opposite its previous histogram. Re-enter will opened a position when histogram continues after X delay (Re-enter Delay setting). Sculp will opened a position when histogram is still in light colors for X delay (Sculp Delay setting).
Strategia Pine Script®
od Puckapao
macd xoverThe MACD XOver indicator was developed by John Bruns to predict the price point at which MACD Histogram will reverse the direction of its slope. The indicator is plotted one day ahead into the future, allowing, if your strategy depends on MACD Histogram, to predict its reversal point for tomorrow (or the next bar in any timeframe). If the closing price tomorrow is above the value of this indicator, then MACD Histogram will tick up. If the closing price tomorrow is below the value of this indicator, then MACD Histogram will tick down. This is especially useful on the charts of the longer timeframes and when using the Impulse system whose color depends in part on the slope of MACD Histogram. Use the same values as the MACD Combo which you want to anticipate. If you use the default values, then accept the values below. Parameters: MACD_Short_Period(12) – The short EMA for the MACD calculation; MACD_Long_Period (26) – The long EMA for the MACD calculation; MACD_Smoothing_Period (9) – The smoothing value for the Signal line; Time_Ratio (1) – The default here is set to 5 (weekly)
Wskaźnik Pine Script®
od Biticon
2
Triple Coppock CurveThe Coppock Curve is a zero-centered momentum oscillator that relies primarily on rate of change calculations. The Coppock Curve in its most basic form is already a great indicator, especially for spotting shifts in momentum. But, we wanted to see how we could modify it to get some better performance out of it. As the ‘cop’ function demonstrates, the Coppock Curve has a pretty simple calculation. The first step is to calculate the rate of change at a longer and shorter window length. Next, the sum of the two rate of change values is calculated and finally a weighted moving average of a user defined length is calculated(this is the Coppock Curve). The ‘cop()’ function set the foundation to allow us to implement our modifications. As you can see in the graph, there are 3 different lines (2 histogram and 1 normal line) comprising the Coppock values based on the rate of change of high, low, and closing prices. We liked this layout because it allows traders to easily identify the curve’s pivots and the balance of negative vs. positive momentum. The Coppock Curve based on high prices is plotted as the teal histogram, wile the pink histogram represents the Coppock Curve of low prices. The curve based on closing prices is the red and green alternating line plotted on top of the two histograms. We included some notes on the chart to help with interpreting the three curves. There are two common approaches traders can take when trading with the indicator: 1. Trade based on closing price curve: Go long when line changes from bearish(red) to bullish(green). Then, go short when same line changes from bullish to bearish. 2. Trade based on crossings of the zero-line. This could be based on the high, low, or closing price curves, but closing price is the safest bet. So, go long when it crosses from negative into positive territory and short when it crosses under the zero line from positive into negative territory.
Wskaźnik Pine Script®
od ProfitProgrammers
1
BUY & SELL VOLUME TO PRICE PRESSURE by @XeL_ArjonaBUY & SELL PRICE TO VOLUME PRESSURE By Ricardo M Arjona @XeL_Arjona DISCLAIMER: The Following indicator/code IS NOT intended to be a formal investment advice or recommendation by the author, nor should be construed as such. Users will be fully responsible by their use regarding their own trading vehicles/assets. The embedded code and ideas within this work are FREELY AND PUBLICLY available on the Web for NON LUCRATIVE ACTIVITIES and must remain as is. Pine Script code MOD's and adaptations by @XeL_Arjona with special mention in regard of: Buy (Bull) and Sell (Bear) "Power Balance Algorithm" by: Stocks & Commodities V. 21:10 (68-72): "Bull And Bear Balance Indicator by Vadim Gimelfarb" Normalisation (Filter) from Karthik Marar's VSA work: karthikmarar.blogspot.mx Buy to Sell Convergence / Divergence and Volume Pressure Counterforce Histogram Ideas by: @XeL_Arjona WHAT IS THIS? The following indicators try to acknowledge in a K-I-S-S approach to the eye (Keep-It-Simple-Stupid), the two most important aspects of nearly every trading vehicle: -- PRICE ACTION IN RELATION BY IT'S VOLUME -- Volume Pressure Histogram: Columns plotted in positive are considered the dominant Volume Force for the given period. All "negative" columns represents the counterforce Vol.Press against the dominant. Buy to Sell Convergence / Divergence: It's a simple adaptation of the popular "Price Percentage Oscillator" or MACD but taking Buying Pressure against Selling Pressure Averages, so given a Positive oscillator reading (>0) represents Bullish dominant Trend and a Negative reading (<0) a Bearish dominant Trend. Histogram is the diff between RAW Volume Pressures Convergence/Divergence minus Normalised ones (Signal) which helps as a confirmation. Volume bars are by default plotted from RAW Volume Pressure algorithms, but they can be as well filtered with Karthik Marar's approach against a "Total Volume Average" in favor to clean day to day noise like HFT. ALL NEW IDEAS OR MODIFICATIONS to these indicators are Welcome in favor to deploy a better and more accurate readings. I will be very glad to be notified at Twitter: @XeL_Arjona Any important addition to this work MUST REMAIN PUBLIC by means of CreativeCommons CC & TradingView. -- 2015
Wskaźnik Pine Script®
od xel_arjona
42
BUY & SELL VOLUME TO PRICE PRESSURE by @XeL_ArjonaBUY & SELL PRICE TO VOLUME PRESSURE By Ricardo M Arjona @XeL_Arjona DISCLAIMER: The Following indicator/code IS NOT intended to be a formal investment advice or recommendation by the author, nor should be construed as such. Users will be fully responsible by their use regarding their own trading vehicles/assets. The embedded code and ideas within this work are FREELY AND PUBLICLY available on the Web for NON LUCRATIVE ACTIVITIES and must remain as is. Pine Script code MOD's and adaptations by @XeL_Arjona with special mention in regard of: Buy (Bull) and Sell (Bear) "Power Balance Algorithm" by: Stocks & Commodities V. 21:10 (68-72): "Bull And Bear Balance Indicator by Vadim Gimelfarb" Normalisation (Filter) from Karthik Marar's VSA work: karthikmarar.blogspot.mx Buy to Sell Convergence / Divergence and Volume Pressure Counterforce Histogram Ideas by: @XeL_Arjona WHAT IS THIS? The following indicators try to acknowledge in a K-I-S-S approach to the eye (Keep-It-Simple-Stupid), the two most important aspects of nearly every trading vehicle: -- PRICE ACTION IN RELATION BY IT'S VOLUME -- Volume Pressure Histogram: Columns plotted in positive are considered the dominant Volume Force for the given period. All "negative" columns represents the counterforce Vol.Press against the dominant. Buy to Sell Convergence / Divergence: It's a simple adaptation of the popular "Price Percentage Oscillator" or MACD but taking Buying Pressure against Selling Pressure Averages, so given a Positive oscillator reading (>0) represents Bullish dominant Trend and a Negative reading (<0) a Bearish dominant Trend. Histogram is the diff between RAW Volume Pressures Convergence/Divergence minus Normalised ones (Signal) which helps as a confirmation. Volume bars are by default plotted from RAW Volume Pressure algorithms, but they can be as well filtered with Karthik Marar's approach against a "Total Volume Average" in favor to clean day to day noise like HFT. ALL NEW IDEAS OR MODIFICATIONS to these indicators are Welcome in favor to deploy a better and more accurate readings. I will be very glad to be notified at Twitter: @XeL_Arjona Any important addition to this work MUST REMAIN PUBLIC by means of CreativeCommons CC & TradingView. -- 2015
Wskaźnik Pine Script®
od xel_arjona
12
BUY & SELL VOLUME PRESSURE by @XeL_ArjonaBUY & SELL PRICE TO VOLUME PRESSURE By Ricardo M Arjona @XeL_Arjona DISCLAIMER: The Following indicator/code IS NOT intended to be a formal investment advice or recommendation by the author, nor should be construed as such. Users will be fully responsible by their use regarding their own trading vehicles/assets. The embedded code and ideas within this work are FREELY AND PUBLICLY available on the Web for NON LUCRATIVE ACTIVITIES and must remain as is. Pine Script code MOD's and adaptations by @XeL_Arjona with special mention in regard of: Buy (Bull) and Sell (Bear) "Power Balance Algorithm" by: Stocks & Commodities V. 21:10 (68-72): "Bull And Bear Balance Indicator by Vadim Gimelfarb" Normalisation (Filter) from Karthik Marar's VSA work: karthikmarar.blogspot.mx Buy to Sell Convergence / Divergence and Volume Pressure Counterforce Histogram Ideas by: @XeL_Arjona WHAT IS THIS? The following indicators try to acknowledge in a K-I-S-S approach to the eye (Keep-It-Simple-Stupid), the two most important aspects of nearly every trading vehicle: -- PRICE ACTION IN RELATION BY IT'S VOLUME -- Volume Pressure Histogram: Columns plotted in positive are considered the dominant Volume Force for the given period. All "negative" columns represents the counterforce Vol.Press against the dominant. Buy to Sell Convergence / Divergence: It's a simple adaptation of the popular "Price Percentage Oscillator" or MACD but taking Buying Pressure against Selling Pressure Averages, so given a Positive oscillator reading (>0) represents Bullish dominant Trend and a Negative reading (<0) a Bearish dominant Trend. Histogram is the diff between RAW Volume Pressures Convergence/Divergence minus Normalised ones (Signal) which helps as a confirmation. Volume bars are by default plotted from RAW Volume Pressure algorithms, but they can be as well filtered with Karthik Marar's approach against a "Total Volume Average" in favor to clean day to day noise like HFT. ALL NEW IDEAS OR MODIFICATIONS to these indicators are Welcome in favor to deploy a better and more accurate readings. I will be very glad to be notified at Twitter: @XeL_Arjona Any important addition to this work MUST REMAIN PUBLIC by means of CreativeCommons CC & TradingView. -- 2015
Wskaźnik Pine Script®
od xel_arjona
13
Cycle Forecast + MACD Divergence (Kombi v6 FULL)This indicator merges two powerful analytical models: 🔮 1. Dominant Cycle Forecasting The script automatically identifies major structural market cycles by detecting significant swing highs and lows. It then fits a sinusoidal wave (amplitude, phase, and period) to the dominant cycle and projects it into the future. Features: Automatically extracts large, dominant cycles (no noise, no small swings) Smooth sinusoidal historical cycle visualization Future cycle projection for 1–2 upcoming cycle periods Dynamic amplitude and phase alignment based on market structure Helps anticipate cycle tops and bottoms for long-term timing 📉 2. MACD Divergence Detection Full divergence detection engine using MACD or MACD Histogram. Detects: Bullish Divergence Price ↓ while MACD (or Histogram) ↑ → Possible trend reversal upward Bearish Divergence Price ↑ while MACD (or Histogram) ↓ → Possible trend reversal downward Features: Pivot-based divergence confirmation (no repaint) Choice of MACD Line or Histogram as divergence source Labels + connecting divergence lines Works across all markets and timeframes ⚙️ Smart Auto-Pivot System The indicator optionally adjusts pivot sensitivity based on timeframe: Weekly → tighter pivots Daily → medium pivots Intraday → wider pivots Ensures stable, meaningful divergence signals even on higher timeframes. 🎯 Use cases Identify upcoming cycle highs/lows Spot major trend reversals early Improve swing entries with MACD divergences near cycle turns Combine forecasting with momentum exhaustion Suitable for crypto, stocks, indices, forex & commodities 🧠 Why this indicator is powerful This tool blends time-based cycle forecasting with momentum-based divergence signals, giving you a unique perspective of where the market is likely to turn. Cycles reveal when a move may occur. Divergences reveal why a move may occur. Combined, they offer highly effective market timing.
Wskaźnik Pine Script®
od PythonWay
M2 Liquidity Divergence ModelM2 Liquidity Divergence Model The M2 Liquidity Divergence Model is a macro-aware visualization tool designed to compare shifts in global liquidity (M2) against the performance of a benchmark asset (default: Bitcoin). This script captures liquidity flows across major global economies and highlights whether price action is aligned ("Agreement") or diverging ("Divergence") from macro trends. 🔍 Core Features M2 Global Liquidity Index (GLI): Aggregates M2 money supply from major global economies, FX-adjusted, including extended contributors like India, Brazil, and South Africa. The slope of this composite is used to infer macro liquidity trends. Lag Offset Control: Allows the M2 signal to lead benchmark asset price by a configurable number of days (Lag Offset), useful for modeling the forward-looking nature of macro flows. Gradient Macro Context (Background): Displays a color-gradient background—aqua for expansionary liquidity, fuchsia for contraction—based on the slope and volatility of M2. This contextual backdrop helps users visually anchor price action within macro shifts. Divergence Histogram (Optional): Plots a histogram showing dynamic correlation or divergence between the liquidity index and the selected benchmark. Agreement Mode: M2 and asset are moving together. Divergence Mode: Highlights break in expected macro-asset alignment. Adaptive Transparency Scaling: Histogram and background gradients scale their visual intensity based on statistical deviation to emphasize stronger signals. Toggle Options: Show/hide the M2 Liquidity Index line. Show/hide divergence histogram. Enable/disable visual offset of M2 to benchmark. 🧠 Suggested Usage Macro Positioning: Use the background context to align directional trades with macro liquidity flows. Disagreement as Signal: Use divergence plots to identify when price moves against macro expectations—potential reversal or exhaustion zones. Time-Based Alignment: Adjust Lag Offset to synchronize M2 signals with asset price behavior across different market conditions. ⚠️ Disclaimer This indicator is designed for educational and analytical purposes only. It does not constitute financial advice or an investment recommendation. Always conduct your own research and consult a licensed financial advisor before making trading decisions.
Wskaźnik Pine Script®
od RWCS_LTD
Casa_VolumeProfileSessionLibrary "Casa_VolumeProfileSession" Analyzes price and volume during regular trading hours to provide a session volume profile, including Point of Control (POC), Value Area High (VAH), and Value Area Low (VAL). Calculates and displays these levels historically and for the developing session. Offers customizable visualization options for the Value Area, POC, histogram, and labels. Uses lower timeframe data for increased accuracy and supports futures sessions. The number of rows used for the volume profile can be fixed or dynamically calculated based on the session's price range and the instrument's minimum tick increment, providing optimal resolution. calculateEffectiveRows(configuredRows, dayHigh, dayLow)   Determines the optimal number of rows for the volume profile, either using the configured value or calculating dynamically based on price range and tick size   Parameters:      configuredRows (int) : User-specified number of rows (0 means auto-calculate)      dayHigh (float) : Highest price of the session      dayLow (float) : Lowest price of the session   Returns: The number of rows to use for the volume profile debug(vp, position)   Helper function to write some information about the supplied SVP object to the screen in a table.   Parameters:      vp (Object) : The SVP object to debug      position (string) : The position.* to place the table. Defaults to position.bottom_center getLowerTimeframe()   Depending on the timeframe of the chart, determines a lower timeframe to grab volume data from for the analysis   Returns: The timeframe string to fetch volume for get(volumeProfile, lowerTimeframeHigh, lowerTimeframeLow, lowerTimeframeVolume, lowerTimeframeTime, lowerTimeframeSessionIsMarket)   Populated the provided SessionVolumeProfile object with vp data on the session.   Parameters:      volumeProfile (Object) : The SessionVolumeProfile object to populate      lowerTimeframeHigh (array) : The lower timeframe high values      lowerTimeframeLow (array) : The lower timeframe low values      lowerTimeframeVolume (array) : The lower timeframe volume values      lowerTimeframeTime (array) : The lower timeframe time values      lowerTimeframeSessionIsMarket (array) : The lower timeframe session.ismarket values (that are futures-friendly) drawPriorValueAreas(todaySessionVolumeProfile, extendYesterdayOverToday, showLabels, labelSize, pocColor, pocStyle, pocWidth, vahlColor, vahlStyle, vahlWidth, vaColor)   Given a SessionVolumeProfile Object, will render the historical value areas for that object.   Parameters:      todaySessionVolumeProfile (Object) : The SessionVolumeProfile Object to draw      extendYesterdayOverToday (bool) : Defaults to true      showLabels (bool) : Defaults to true      labelSize (string) : Defaults to size.small      pocColor (color) : Defaults to #e500a4      pocStyle (string) : Defaults to line.style_solid      pocWidth (int) : Defaults to 1      vahlColor (color) : The color of the value area high/low lines. Defaults to #1592e6      vahlStyle (string) : The style of the value area high/low lines. Defaults to line.style_solid      vahlWidth (int) : The width of the value area high/low lines. Defaults to 1      vaColor (color) : The color of the value area background. Defaults to #00bbf911) drawHistogram(volumeProfile, bgColor, showVolumeOnHistogram)   Given a SessionVolumeProfile object, will render the histogram for that object.   Parameters:      volumeProfile (Object) : The SessionVolumeProfile object to draw      bgColor (color) : The baseline color to use for the histogram. Defaults to #00bbf9      showVolumeOnHistogram (bool) : Show the volume amount on the histogram bars. Defaults to false. Object   Object Contains all settings and calculated values for a Volume Profile Session analysis   Fields:      numberOfRows (series int) : Number of price levels to divide the range into. If set to 0, auto-calculates based on price range and tick size      valueAreaCoverage (series int) : Percentage of total volume to include in the Value Area (default 70%)      trackDevelopingVa (series bool) : Whether to calculate and display the Value Area as it develops during the session      valueAreaHigh (series float) : Upper boundary of the Value Area - price level containing specified % of volume      pointOfControl (series float) : Price level with the highest volume concentration      valueAreaLow (series float) : Lower boundary of the Value Area      startTime (series int) : Session start time in Unix timestamp format      endTime (series int) : Session end time in Unix timestamp format      dayHigh (series float) : Highest price of the session      dayLow (series float) : Lowest price of the session      step (series float) : Size of each price row (calculated as price range divided by number of rows)      pointOfControlLevel (series int) : Index of the row containing the Point of Control      valueAreaHighLevel (series int) : Index of the row containing the Value Area High      valueAreaLowLevel (series int) : Index of the row containing the Value Area Low      lastTime (series int) : Tracks the most recent timestamp processed      volumeRows (map) : Stores volume data for each price level row (key=row number, value=volume)      ltfSessionHighs (array) : Stores high prices from lower timeframe data      ltfSessionLows (array) : Stores low prices from lower timeframe data      ltfSessionVols (array) : Stores volume data from lower timeframe data
Biblioteka Pine Script®
od Mupsje
5
VSA Volume Spread AnalysisVolume Spread Analysis with Trend Direction is an indicator designed to Identify trend based volume spread. Volume Spread Trend This is a very simple yet powerful to identify Trend and corresponding volume Breakout. Unlike other Volume Indicators this indicator detects Breakout along with trend direction. One can detect the Early breakout in volume using this indicator. The Buy or Sell Signal is based on zero crossing of the Histogram. Trend direction is confirmed using the MA of the Histogram which is similar to the Volume MA on volume indicator. One can enter a trade using the indicator when Trend direction and histogram are in same direction. Entry is done when ever histogram crosses the Trend MA line. Fake entries can be eliminated by changing the indicator to higher Timeframe. Spread is determined using the difference in open and close of the candle Volume change is determined using the ratio of change of volume to previous volume EMA 10 is used to determine the Spread and multiplied by volume change so the PRICE(ema10), Volume, Spread(close-open) are merged to one indicator. Direction changes when ever difference of VSA is positive or negative.
Wskaźnik Pine Script®
od traderharikrishna
13
On Balance Volume DeviationThe objective of this indicator is to be a leading indicator that can detect a large price change before it happens. It is based on the On Balance Volume (OBV) indicator, which is a leading indicator based on the premise that a large change in volume often precedes a large price change. This indicator charts the N-Period deviation of the OBV data and displays it as a histogram. This is overlayed on an area chart of the M-Period SMA of the histogram data. This combination helps to visually enhance the pattern that signifies that a jump in price is about to happen. Useage: When the histogram bars are above the area plot, then a jump in price is about to happen As with all leading indicators, there are a lot of false signals. Confirm with price action or another indicator The further the histogram bars are above the area plot, the larger the predicted jump in price It seems to work better on shorter intraday timeframes than on the longer timeframes At the close of a market session, it is a good indicator of how much the price will jump on the opening of the next market session.
Wskaźnik Pine Script®
od bkeevil
Elder Impulse System + ATR BandsDisregard the above chart, I am not sure why it isn't showing the one I want, which is linked below: This is as far as I can tell the closest representation to Dr. Alexander Elder's updated "Elder Impulse System" that has added ATR-volatility bands up to 3x deviations from price. I got the idea from watching this recent video (www.youtube.com) of Dr. Elder reviewing some recent trades and noticed he had updated his system from his original books. The Impulse System colour coding was inspired by AstralLoverFlow and LazyBear. ATR Bands are pre-programmed Keltner Channels with some modifications such as filing in the ATR Zones with user-selected colour bands and modifying the ATR value to better suit the volatility of the market being traded. The script has several components, which I will detail below: Exponential Moving Averages: 1) A 13-period EMA that is used as a staple in all of Dr. Elder's technical analysis. He uses this EMA as the basis for all of his indicators and why it is included here. 2) A 26-period EMA which can be used as a base-line of sorts to filter when to go long or when to go short. For instance, price over the 26-EMA, price is strong and the rally upwards is likely to continue, underneath it, price is weak and likely to continue downwards for a time. Volatility Bands: By definition these are nothing more than 3 separate Keltner Channels of a 13-period EMA each set to one additional multiplier from the moving average. This gives us a 1x, 2x, and 3x multiplier of average volatility from the 13-period EMA based on a 14-period Average True Range (ATR) reading. The ATR was chosen as it accommodates price gaps and also is the standard formula calculation in TradingView. The values of the bands cannot be adjusted but the colour coding of them can be. Elder Impulse System: These colour-coded bars show you the strength and direction of the current chart resolution, calculated by the slope of a 13-period EMA and the slope of a MACD histogram. These are used not as a buying or selling recommendation alone but as trend filters, as per Dr. Elder's own description of them. Green Bars = The 13-period EMA is sloping positively and the MACD histogram is rising compared to previous bars. The trader should only consider buying/long opportunities when a green bar is most recent. Red Bars = The 13-period EMA is sloping negatively and the MACD histogram is falling compared to previous bars. The trader should only consider selling/short opportunities when a red bar is most recent. Blue Bars = The 13-period EMA and the MACD histogram are not aligned. One of the indicators is sloping opposite to the other indicator. These are known as indecision bars and are typically seen near the end of a previously established trend. The trader can choose to wait for either a green or red bar to shape their trading bias if they are more risk-averse while a counter-trend trader may decide to try opening a position against the currently-established trend. How To Trade the System: This system is unique in that it is so versatile and will fit the styles of many traders, be it trend following traders (generally the original Elder Impulse System design) or mean-reversion/counter-trend trading (the original Keltner Channel design). None of the examples below or in the chart above are financial advice and are just there for demonstration purposes only. 1) The most basic signal given would be the moving average cross up or down. A cross of the 13-EMA over the 26-EMA signals upward trend strength and the trader could look for buying opportunities. Conversely, the 13-EMA under the 26-EMA shows downward trend strength and the trader could look for selling opportunities. 2) Following the Elder Impulse system in conjunction with the EMAs. Look for long opportunities when a green bar is printed and price is over both of the 13- and 26-period EMAs. Look for short opportunities when a red bar is printed and price is below both of the 13- and 26-period EMAs. Keep in mind this does not necessarily need a moving average cross to be viable, a green or red bar over both EMAs is a valid signal in this system, usually. Examine price more closely for better entry signals when a blue bar is printed and price is either above or below both EMAs if you are a trend trader. This is how Dr. Elder originally intended the system to be used in conjunction with his famous Triple Screen Trading System. I am not going into detail here as it is a deep subject but I would suggest an interested trader to examine this Triple Screen System further as it is widely accepted as a strong strategy. 3) Mean Reversion and Counter-Trend Trading. Dr. Elder mentions that the zone between the two EMAs is called the Value Zone. A mean reversion trader could look for buying opportunities if price has generally been in an uptrend and falls back to value, conversely, they could look for shorting opportunities if price has generally been in a downtrend and rises back to value. These are your very basic pull backs found in trends that create your higher lows in an uptrend or your lower highs in a downtrend. A mean reversion/scalper trader may also look to use the upper and lower most ATR bands as an indication of price being overbought or oversold and could look to enter a counter-trend trade here once a blue indecision bar is printed and to ride that move back down to the Value Zone. Taking Profits and Risk Management This system again is very versatile and will fit a wide range of trading styles. It has built in take profit levels and risk management depending on your style of trading. 1a) In original Triple Screen Trading (and the original Elder Impulse system), a trader was to place a buy order one tick above a newly printed green bar with a stop loss one tick below the most recent 2-day low, and vice-versa for red bars on short selling. as long as other criteria were met, that I will not go into. It is all over YouTube and in his books and on Investopedia if you want more information. The general idea is to continue the trend in the direction if price is strong and you are bought into that move with a close stop, or if price falls back a little bit, you can get in at a better price. This would be a system typically better suited to a scalper. 1b) The updated risk management according to the above video is to place a stop loss at least 2ATR away from price. These bands already have calculated these values so a trader can place a stop one tick below the 2 or even 3ATR zones depending on their risk appetite. This is assuming you have already received a strong buy signal based on the system you follow. This would be a system typically better suited to a trend-trader. 2a) Taking profits if you are a trend trader has several possibilities. The first, as Dr. Elder suggests, is to place a price target 2ATR values away from your entry giving you approximately a 1:1 risk-reward ratio. 2b) The second possibility if the trade is successful is to ride the trend upwards until a blue bar is printed, suggesting indecision in the market. A modified version of this that could let a winning trade run longer is to wait for the price to close under the 13-EMA in fast markets, or close under the 26-EMA in slightly slower markets to maximize potential winnings. 2c) A scalper trader may wish to have a target at either the value zone if they are playing an extended buy/short back to the mean, or if they are being at the mean, to sell or cover when price extends back out to the 2x or 3x zone. 3) Trend traders can additionally use the ATR zones as a sort of safety guidelines for entering a trade. Anything within the 1ATR zone is typically a safer entry as the market is less volatile at this time. Entering when price has gone into the 2ATR zone is signaled as a strong momentum move and can signal a stronger move in the direction of the current closing bar. While not always the case, it is suggested by Dr. Elder to not enter trend trades at the 3ATR zone as this is where you will be likely looking for a counter-trend retracement back to value and a trader entering here in the direction of the trade has a higher chance of being stopped out or not getting in at the best possible price.
Wskaźnik Pine Script®
od christoefert
12
CryptoSignalScanner - MACD Multiple Time FramesDESCRIPTION: After receiving some multiple request to provide a MACD indicator that displays multiple timeframes at the same time I created this simple script. You can use this script for free and adjust it as much you like. With this script you can plot 6 MACD lines & 6 Signal lines. • Current Timeframe MACD Line • Current Timeframe Signal Line • 15 minute candle MACD Line • 15 minute candle Signal Line • 30 minute candle MACD Line • 30 minute candle Signal Line • 1 hour candle MACD Line • 1 hour candle Signal Line • 2 hour candle MACD Line • 2 hour candle Signal Line • 4 hour candle MACD Line • 4 hour candle Signal Line HOW TO USE: • When multiple MACD lines on an uptrend are grouped together it is time to SELL. • When multiple MACD lines on a downtrend are grouped together it is time to BUY. • The higher to length of the MACD lines the stronger the BUY/SELL signal. FEATURES: • You can show/hide the preferred MACD lines. • You can show/hide the preferred Signal lines. How MACD works The MACD indicator is generated by subtracting two exponential moving averages (EMAs) to create the main line (MACD line), which is then used to calculate another EMA that represents the signal line. In addition, there is the MACD histogram, which is calculated based on the differences between those two lines. The histogram, along with the other two lines, fluctuates above and below a center line, which is also known as the zero line. The MACD indicator consists of three elements moving around the zero line: • The MACD line. By default the MACD line is calculated by subtracting the 26-day EMA from the 12-day EMA. MACD line = 12d EMA - 26d EMA • The signal line. By default the signal line is calculated from a 9-day EMA of the MACD line. Signal line = 9d EMA of MACD line • Histogram. The histogram is nothing more than a visual record of the relative movements of the MACD line and the signal line. It is simply calculated as: MACD line - signal line REMARKS: • This advice is NOT financial advice. • We do not provide personal investment advice and we are not a qualified licensed investment advisor. • All information found here, including any ideas, opinions, views, predictions, forecasts, commentaries, suggestions, or stock picks, expressed or implied herein, are for informational, entertainment or educational purposes only and should not be construed as personal investment advice. • We will not and cannot be held liable for any actions you take as a result of anything you read here. • We only provide this information to help you make a better decision. • While the information provided is believed to be accurate, it may include errors or inaccuracies. Good Luck, SEOCO
Wskaźnik Pine Script®
od seoco
8
Moving Average EntanglementThis script uses the gap in moving averages standardized to the average true range to determine entry and exit points. The red line represents the current percentage of ATR that is deemed "The Dead Zone" - a move that is too small to be reliable. The histogram represents the gap between moving averages. When the histogram is above the red line, it confirms a breakout move. The dashed line an be used as a secondary filter and is a moving average of the histogram. When Standard Deviation mode is on, a third line is displayed, which represents how many standard Deviations the current histogram bar represents, and can be also used as a filter.
Wskaźnik Pine Script®
od jwammo12
24