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Moving Averages

Uptrick: Z-Score FlowOverview Uptrick: Z-Score Flow is a technical indicator that integrates trend-sensitive momentum analysi s with mean-reversion logic derived from Z-Score calculations. Its primary objective is to identify market conditions where price has either stretched too far from its mean (overbought or oversold) or sits at a statistically “normal” range, and then cross-reference this observation with trend direction and RSI-based momentum signals. The result is a more contextual approach to trade entry and exit, emphasizing precision, clarity, and adaptability across varying market regimes. Introduction Financial instruments frequently transition between trending modes, where price extends strongly in one direction, and ranging modes, where price oscillates around a central value. A simple statistical measure like Z-Score can highlight price extremes by comparing the current price against its historical mean and standard deviation. However, such extremes alone can be misleading if the broader market structure is trending forcefully. Uptrick: Z-Score Flow aims to solve this gap by combining Z-Score with an exponential moving average (EMA) trend filter and a smoothed RSI momentum check, thus filtering out signals that contradict the prevailing market environment. Purpose The purpose of this script is to help traders pinpoint both mean-reversion opportunities and trend-based pullbacks in a way that is statistically grounded yet still mindful of overarching price action. By pairing Z-Score thresholds with supportive conditions, the script reduces the likelihood of acting on random price spikes or dips and instead focuses on movements that are significant within both historical and current contextual frameworks. Originality and Uniquness Layered Signal Verification: Signals require the fulfillment of multiple layers (Z-Score extreme, EMA trend bias, and RSI momentum posture) rather than merely breaching a statistical threshold. RSI Zone Lockout: Once RSI enters an overbought/oversold zone and triggers a signal, the script locks out subsequent signals until RSI recovers above or below those zones, limiting back-to-back triggers. Controlled Cooldown: A dedicated cooldown mechanic ensures that the script waits a specified number of bars before issuing a new signal in the opposite direction. Gradient-Based Visualization: Distinct gradient fills between price and the Z-Mean line enhance readability, showing at a glance whether price is trading above or below its statistical average. Comprehensive Metrics Panel: An optional on-chart table summarizes the Z-Score’s key metrics, streamlining the process of verifying current statistical extremes, mean levels, and momentum directions. Why these indicators were merged Z-Score measurements excel at identifying when price deviates from its mean, but they do not intrinsically reveal whether the market’s trajectory supports a reversion or if price might continue along its trend. The EMA, commonly used for spotting trend directions, offers valuable insight into whether price is predominantly ascending or descending. However, relying solely on a trend filter overlooks the intensity of price moves. RSI then adds a dedicated measure of momentum, helping confirm if the market’s energy aligns with a potential reversal (for example, price is statistically low but RSI suggests looming upward momentum). By uniting these three lenses—Z-Score for statistical context, EMA for trend direction, and RSI for momentum force—the script offers a more comprehensive and adaptable system, aiming to avoid false positives caused by focusing on just one aspect of price behavior. Calculations The core calculation begins with a simple moving average (SMA) of price over zLen bars, referred to as the basis. Next, the script computes the standard deviation of price over the same window. Dividing the difference between the current price and the basis by this standard deviation produces the Z-Score, indicating how many standard deviations the price is from its mean. A positive Z-Score reveals price is above its average; a negative reading indicates the opposite. To detect overall market direction, the script calculates an exponential moving average (emaTrend) over emaTrendLen bars. If price is above this EMA, the script deems the market bullish; if below, it’s considered bearish. For momentum confirmation, the script computes a standard RSI over rsiLen bars, then applies a smoothing EMA over rsiEmaLen bars. This smoothed RSI (rsiEma) is monitored for both its absolute level (oversold or overbought) and its slope (the difference between the current and previous value). Finally, slopeIndex determines how many bars back the script compares the basis to check whether the Z-Mean line is generally rising, falling, or flat, which then informs the coloring scheme on the chart. Calculations and Rational Simple Moving Average for Baseline: An SMA is used for the core mean because it places equal weight on each bar in the lookback period. This helps maintain a straightforward interpretation of overbought or oversold conditions in the context of a uniform historical average. Standard Deviation for Volatility: Standard deviation measures the variability of the data around the mean. By dividing price’s difference from the mean by this value, the Z-Score can highlight whether price is unusually stretched given typical volatility. Exponential Moving Average for Trend: Unlike an SMA, an EMA places more emphasis on recent data, reacting quicker to new price developments. This quicker response helps the script promptly identify trend shifts, which can be crucial for filtering out signals that go against a strong directional move. RSI for Momentum Confirmation: RSI is an oscillator that gauges price movement strength by comparing average gains to average losses over a set period. By further smoothing this RSI with another EMA, short-lived oscillations become less influential, making signals more robust. SlopeIndex for Slope-Based Coloring: To clarify whether the market’s central tendency is rising or falling, the script compares the basis now to its level slopeIndex bars ago. A higher current reading indicates an upward slope; a lower reading, a downward slope; and similar readings, a flat slope. This is visually represented on the chart, providing an immediate sense of the directionality. Inputs zLen (Z-Score Period) Specifies how many bars to include for computing the SMA and standard deviation that form the basis of the Z-Score calculation. Larger values produce smoother but slower signals; smaller values catch quick changes but may generate noise. emaTrendLen (EMA Trend Filter) Sets the length of the EMA used to detect the market’s primary direction. This is pivotal for distinguishing whether signals should be considered (price aligning with an uptrend or downtrend) or filtered out. rsiLen (RSI Length) Defines the window for the initial RSI calculation. This RSI, when combined with the subsequent smoothing EMA, forms the foundation for momentum-based signal confirmations. rsiEmaLen (EMA of RSI Period) Applies an exponential moving average over the RSI readings for additional smoothing. This step helps mitigate rapid RSI fluctuations that might otherwise produce whipsaw signals. zBuyLevel (Z-Score Buy Threshold) Determines how negative the Z-Score must be for the script to consider a potential oversold signal. If the Z-Score dives below this threshold (and other criteria are met), a buy signal is generated. zSellLevel (Z-Score Sell Threshold) Determines how positive the Z-Score must be for a potential overbought signal. If the Z-Score surpasses this threshold (and other checks are satisfied), a sell signal is generated. cooldownBars (Cooldown (Bars)) Enforces a bar-based delay between opposite signals. Once a buy signal has fired, the script must wait the specified number of bars before registering a new sell signal, and vice versa. slopeIndex (Slope Sensitivity (Bars)) Specifies how many bars back the script compares the current basis for slope coloration. A bigger slopeIndex highlights larger directional trends, while a smaller number emphasizes shorter-term shifts. showMeanLine (Show Z-Score Mean Line) Enables or disables the plotting of the Z-Mean and its slope-based coloring. Traders who prefer minimal chart clutter may turn this off while still retaining signals. Features Statistical Core (Z-Score Detection): This feature computes the Z-Score by taking the difference between the current price and the basis (SMA) and dividing by the standard deviation. In effect, it translates price fluctuations into a standardized measure that reveals how significant a move is relative to the typical variation seen over the lookback. When the Z-Score crosses predefined thresholds (zBuyLevel for oversold and zSellLevel for overbought), it signals that price could be at an extreme. How It Works: On each bar, the script updates the SMA and standard deviation. The Z-Score is then refreshed accordingly. Traders can interpret particularly large negative or positive Z-Score values as scenarios where price is abnormally low or high. EMA Trend Filter: An EMA over emaTrendLen bars is used to classify the market as bullish if the price is above it and bearish if the price is below it. This classification is applied to the Z-Score signals, accepting them only when they align with the broader price direction. How It Works: If the script detects a Z-Score below zBuyLevel, it further checks if price is actually in a downtrend (below EMA) before issuing a buy signal. This might seem counterintuitive, but a “downtrend” environment plus an oversold reading often signals a potential bounce or a mean-reversion play. Conversely, for sell signals, the script checks if the market is in an uptrend first. If it is, an overbought reading aligns with potential profit-taking. RSI Momentum Confirmation with Oversold/Overbought Lockout: RSI is calculated over rsiLen, then smoothed by an EMA over rsiEmaLen. If this smoothed RSI dips below a certain threshold (for example, 30) and then begins to slope upward, the indicator treats it as a potential sign of recovering momentum. Similarly, if RSI climbs above a certain threshold (for instance, 70) and starts to slope downward, that suggests dwindling momentum. Additionally, once RSI is in these zones, the indicator locks out repetitive signals until RSI fully exits and re-enters those extreme territories. How It Works: Each bar, the script measures whether RSI has dropped below the oversold threshold (like 30) and has a positive slope. If it does, the buy side is considered “unlocked.” For sell signals, RSI must exceed an overbought threshold (70) and slope downward. The combination of threshold and slope helps confirm that a reversal is genuinely in progress instead of issuing signals while momentum remains weak or stuck in extremes. Cooldown Mechanism: The script features a custom bar-based cooldown that prevents issuing new signals in the opposite direction immediately after one is triggered. This helps avoid whipsaw situations where the market quickly flips from oversold to overbought or vice versa. How It Works: When a buy signal fires, the indicator notes the bar index. If the Z-Score and RSI conditions later suggest a sell, the script compares the current bar index to the last buy signal’s bar index. If the difference is within cooldownBars, the signal is disallowed. This ensures a predefined “quiet period” before switching signals. Slope-Based Coloring (Z-Mean Line and Shadow): The script compares the current basis value to its value slopeIndex bars ago. A higher reading now indicates a generally upward slope, while a lower reading indicates a downward slope. The script then shades the Z-Mean line in a corresponding bullish or bearish color, or remains neutral if little change is detected. How It Works: This slope calculation is refreshingly straightforward: basis – basis . If the result is positive, the line is colored bullish; if negative, it is colored bearish; if approximately zero, it remains neutral. This provides a quick visual cue of the medium-term directional bias. Gradient Overlays: With gradient fills, the script highlights where price stands in relation to the Z-Mean. When price is above the basis, a purple-shaded region is painted, visually indicating a “bearish zone” for potential overbought conditions. When price is below, a teal-like overlay is used, suggesting a “bullish zone” for potential oversold conditions. How It Works: Each bar, the script checks if price is above or below the basis. It then applies a fill between close and basis, using distinct colors to show whether the market is trading above or below its mean. This creates an immediate sense of how extended the market might be. Buy and Sell Labels (with Alerts): When a legitimate buy or sell condition passes every check (Z-Score threshold, EMA trend alignment, RSI gating, and cooldown clearance), the script plots a corresponding label directly on the chart. It also fires an alert (if alerts are set up), making it convenient for traders who want timely notifications. How It Works: If rawBuy or rawSell conditions are met (refined by RSI, EMA trend, and cooldown constraints), the script calls the respective plot function to paint an arrow label on the chart. Alerts are triggered simultaneously, carrying easily recognizable messages. Metrics Table: The optional on-chart table (activated by showMetrics) presents real-time Z-Score data, including the current Z-Score, its rolling mean, the maximum and minimum Z-Score values observed over the last zLen bars, a percentile position, and a short-term directional note (rising, falling, or flat). Current – The present Z-Score reading Mean – Average Z-Score over the zLen period Min/Max – Lowest and highest Z-Score values within zLen Position – Where the current Z-Score sits between the min and max (as a percentile) Trend – Whether the Z-Score is increasing, decreasing, or flat Conclusion Uptrick: Z-Score Flow offers a versatile solution for traders who need a statistically informed perspective on price extremes combined with practical checks for overall trend and momentum. By leveraging a well-defined combination of Z-Score, EMA trend classification, RSI-based momentum gating, slope-based visualization, and a cooldown mechanic, the script reduces the occurrence of false or premature signals. Its gradient fills and optional metrics table contribute further clarity, ensuring that users can quickly assess market posture and make more confident trading decisions in real time. Disclaimer This script is intended solely for informational and educational purposes. Trading in any financial market comes with substantial risk, and there is no guarantee of success or the avoidance of loss. Historical performance does not ensure future results. Always conduct thorough research and consider professional guidance prior to making any investment or trading decisions.
Pine Script® Indikator
von Uptrick
Fancy as Fuck Moving Averages [PQ_MOD] [v0.1.4]This advanced multi-timeframe indicator provides a comprehensive suite of moving average calculations and visual tools for trend analysis and trade signal generation. It supports a wide range of moving average types—from classic SMA, EMA, and WMA to more sophisticated variants like ALMA, JMA, and FRAMA—allowing users to customize parameters such as periods, offsets, and smoothing factors. The script plots these moving averages across intraday, daily, weekly, and monthly timeframes, with options to overlay dynamic cloud fills that visually highlight the relationship between faster and slower averages for an immediate trend confirmation. Additionally, it integrates an ATR-based mechanism to define upper and lower trend boundaries and automatically generate buy and sell signals when trends reverse, complete with customizable alert conditions. This flexible design ensures traders have both the detailed analytical tools and clear visual cues needed for effective market analysis.
Pine Script® Indikator
von pequ_dev
Multi-Timeframe MA DashboardThis indicator monitors 5 timeframes: 5min, 15min, 1hr, 4hr, and Daily. It displays fast and slow moving averages for each timeframe, along with the current price. The trend direction is color-coded: green for bullish (fast MA above slow MA) and red for bearish (fast MA below slow MA). The dashboard also shows the last crossover signal (Buy/Sell) for each timeframe. Visual arrows are plotted on the chart for the current timeframe. A green up arrow indicates a potential bullish crossover (Buy signal), while a red down arrow indicates a potential bearish crossover (Sell signal). The dashboard is elegant and professional, with alternating row colors for better readability. It can be placed in any corner of the screen and customized with user-defined colors for bullish and bearish trends. Alerts are triggered when a crossover occurs on any timeframe. These alerts include the timeframe and signal type (e.g., "5min: ↑ BUY"). How to Read the Indicator The dashboard displays the following for each timeframe: Fast MA: The value of the fast moving average. Slow MA: The value of the slow moving average. Price: The current price for the timeframe. Trend: The current trend direction (Bullish or Bearish). Signal: The last crossover signal (↑ BUY or ↓ SELL). On the chart, green up arrows indicate a bullish crossover (Fast MA crosses above Slow MA), while red down arrows indicate a bearish crossover (Fast MA crosses below Slow MA). Green text in the dashboard indicates a bullish trend or signal, while red text indicates a bearish trend or signal. How to Use the Indicator Use the dashboard to monitor the trend direction across multiple timeframes. Look for confluence (agreement) between timeframes to identify stronger trends. Observe the "Signal" column in the dashboard for the last crossover on each timeframe. Use the arrows on the chart to identify potential crossover points for the current timeframe. Enable alerts to be notified of crossover signals on any timeframe. Alerts include the timeframe and signal type for easy reference. Adjust the fast and slow moving average lengths to suit your trading style. Choose between EMA, SMA, or WMA for the moving average type. Customize the dashboard placement and colors for better visibility. Important Notes This indicator is not a buy or sell recommendation. It is a tool to assist traders in their analysis. Always use this indicator in conjunction with other tools, such as support/resistance levels, volume analysis, and price action. Past performance of moving averages does not guarantee future results. How to Add the Indicator Add the indicator to your chart from the TradingView library. Configure the inputs: Fast MA Length: Default is 20. Slow MA Length: Default is 50. MA Type: Choose between EMA, SMA, or WMA. Dashboard Placement: Select the corner of the screen where the dashboard will appear. Colors: Customize the colors for bullish and bearish trends. Monitor the dashboard and chart for trends and signals. Disclaimer This indicator is for educational and informational purposes only. It does not provide financial, investment, or trading advice. Always perform your own analysis and consult with a financial advisor before making trading decisions.
Pine Script® Indikator
von darshakssc
mala-MA crossoverPurpose The "mala-MA Crossover" is a TradingView indicator designed to help traders identify potential buy and sell opportunities based on the interaction between two Exponential Moving Averages (EMAs). It solves a common problem for traders: determining optimal entry and exit points in a market by highlighting momentum shifts. Whether you're scalping short-term moves or riding longer trends, this indicator simplifies trend detection and trade timing. How It Works This indicator uses two EMAs—a fast EMA (shorter period) and a slow EMA (longer period)—to track price momentum. The core logic is straightforward: when the fast EMA crosses above the slow EMA, it suggests upward momentum (a buy signal); when it crosses below, it indicates downward momentum (a sell signal). The EMAs are calculated using closing prices over user-defined periods, smoothing out price noise to focus on meaningful trends. Visual signals (triangles) and optional alerts make it easy to act on these crossovers without constant chart monitoring. How to Use It Adding to TradingView: Open TradingView, click the "Indicators" button (the "+" icon), search for "mala-MA Crossover," and add it to your chart. Configuring Settings: Adjust the "Fast EMA Length" (default: 5) for sensitivity to short-term price changes. Adjust the "Slow EMA Length" (default: 20) to capture broader trends. Beginners can stick with defaults, while pros might experiment (e.g., 10 and 50 for swing trading). Interpreting Signals: A green triangle below the price bar signals a buy—time to consider entering a long position. A red triangle above the bar signals a sell—time to consider exiting or shorting. Watch the blue (fast) and red (slow) EMA lines to confirm trend direction visually. Practical Tips: Beginners: Pair this with a simple trend filter (e.g., price above a 200-period EMA) to avoid false signals in choppy markets. Pros: Backtest custom lengths on your asset (e.g., crypto vs. stocks) and enable alerts for automated notifications via TradingView’s alert system (right-click the indicator, select "Add Alert"). Originality While EMA crossovers aren’t new, "mala-MA Crossover" stands out with its clean, beginner-friendly design paired with practical features for all skill levels. The adjustable EMA lengths offer flexibility, and the overlay format—showing EMAs directly on the price chart—keeps your workspace uncluttered. The addition of clear visual signals (triangles) and built-in alerts saves time compared to manually plotting or coding similar setups. It’s a no-fuss, customizable tool that balances simplicity with actionable insights, making it a go-to for both casual traders and seasoned strategists.
Pine Script® Indikator
von makenlegacy
Supertrend + MACD CrossoverKey Elements of the Template: Supertrend Settings: supertrendFactor: Adjustable to control the sensitivity of the Supertrend. supertrendATRLength: ATR length used for Supertrend calculation. MACD Settings: macdFastLength, macdSlowLength, macdSignalSmoothing: These settings allow you to fine-tune the MACD for better results. Risk Management: Stop-Loss: The stop-loss is based on the ATR (Average True Range), a volatility-based indicator. Take-Profit: The take-profit is based on the risk-reward ratio (set to 3x by default). Both stop-loss and take-profit are dynamic, based on ATR, which adjusts according to market volatility. Buy and Sell Signals: Buy Signal: Supertrend is bullish, and MACD line crosses above the Signal line. Sell Signal: Supertrend is bearish, and MACD line crosses below the Signal line. Visual Elements: The Supertrend line is plotted in green (bullish) and red (bearish). Buy and Sell signals are shown with green and red triangles on the chart. Next Steps for Optimization: Backtesting: Run backtests on BTC in the 5-minute timeframe and adjust parameters (Supertrend factor, MACD settings, risk-reward ratio) to find the optimal configuration for the 60% win ratio. Fine-Tuning Parameters: Adjust supertrendFactor and macdFastLength to find more optimal values based on BTC's market behavior. Tweak the risk-reward ratio to maximize profitability while maintaining a good win ratio. Evaluate Market Conditions: The performance of the strategy can vary based on market volatility. It may be helpful to evaluate performance in different market conditions or pair it with a filter like RSI or volume. Let me know if you'd like further tweaks or explanations!
Pine Script® Strategie
von rk1359722
StrategyTemplate-Pro-v1# TrendScope Pro – Adaptive Trend-Following Strategy ### 🔍 Overview TrendScope Pro is a highly adaptable and professional Pine Script strategy template designed for disciplined, trend-based trading. Built using Pine Script v6, it supports modular configuration, risk control, and flexible exit management to meet both beginner and advanced trader needs. --- ### 📐 Core Logic The strategy focuses on confirming strong trend entries using a combination of: - **EMA Crossovers**: Short-term trend detection - **Higher Timeframe EMA**: Confirms overall market direction - **MACD**: Measures momentum of price movement - **RSI & ADX Filters** *(optional)*: Adds further confirmation - **ATR**: Used to dynamically set profit targets, stop losses, and trailing logic --- ### 📊 Entry Rules #### 🟢 Buy Entry: - Price is above EMA from higher timeframe (or custom long EMA) - Fast EMA > Slow EMA (bullish crossover) - MACD Line > Signal Line (positive momentum) - Candle is bullish and strong (body/candle ratio threshold) - RSI not in overbought zone *(if enabled)* - ADX above threshold *(if enabled)* - Cooldown period (X bars) passed since last trade #### 🔴 Sell Entry: - Price below EMA200 or long EMA - Fast EMA < Slow EMA - MACD Line < Signal Line - Bearish candle with sufficient strength - RSI not in oversold zone *(if enabled)* - ADX confirms trend strength *(if enabled)* --- ### 🔁 Exit Options 1. **Fixed TP/SL** using ATR multipliers 2. **Trailing Stop** with adjustable ATR-based logic 3. **Partial Exit** at intermediate profit target (e.g., ATR * 1.5), remaining position uses trailing 4. **Profit Lock**: Closes trade early if sufficient profit is reached and the candle shows reversal behavior 5. **Max Loss Limit** per trade to protect capital --- ### ⚙️ Customization | Module | Description | |--------|-------------| | RSI / ADX | Enable or disable as filters | | EMA Source | Use custom or higher timeframe | | Dynamic Size | Increase size when signal is strong | | Trailing Stop | Replace fixed SL with trailing logic | | Partial Exit | Take partial profits earlier | | Profit Lock | Exit trades early on reversal signs | | Alerts | Get real-time alerts on entry | --- ### 📦 Use Cases - A ready-to-use base for trend-following strategies - Can be expanded with custom indicators - Perfect for traders who value logic, safety, and modularity - Suitable for scalping or swing trading depending on timeframe --- ### 👨‍💻 Author Published by: **emad_alwan** Pine Script v6 | License: Open Use | Fully Commented & Modular
Pine Script® Strategie
von emad_alwan
Serhat's Sinyal + Panel (Kompakt Versiyon)🔹 This indicator provides a clean and reliable signal system using a combination of multiple classic indicators: RSI, MACD, Stochastic RSI, ADX, DI+, Volume, and SMA sequences. 🔹 All signals are non-repetitive — once active, no new signal is given until the condition resets. 🔹 The compact panel summarizes all indicator statuses in real-time. 💡 Works best on daily and 4H charts. Developed by: Serhat E. Feedback is welcome!
Pine Script® Indikator
von s3rh4te
Estrategia 15 MINThe 50-EMA and 200-EMA are exponential moving averages (EMA) used in technical analysis to identify trends. The 50-EMA is used to analyze short- and medium-term trends, while the 200-EMA is used to analyze long-term trends. 50-EMA Averaged over 50 periods Allows for faster reaction to price changes Used to analyze short- and medium-term trends 200-EMA Averaged over 200 periods Indicates an overall trend Used to analyze long-term trends
Pine Script® Strategie
von jolunama
EMA Technical Analysis with Reversal ZonesThis Pine Script is a comprehensive technical analysis indicator that combines multiple trend and momentum indicators to provide trading signals and market insights. It consists of two main components: 1. EMA-Based Technical Analysis: • Uses multiple Exponential Moving Averages (EMAs) (8, 9, 20, 21, 50) to identify trends and crossovers. • Includes Volume Weighted Average Price (VWAP) for institutional price tracking. • Incorporates MACD, Parabolic SAR (PSAR), RSI, Bollinger Bands (BB), and ADX for additional trend confirmation. • Monitors SPX (S&P 500) and VIX (Volatility Index) for broader market conditions. • Plots bullish/bearish EMA crossovers and allows alert conditions for trading signals. • Displays a technical analysis table summarizing market conditions. 2. Reversal and Confirmation Zones: • Uses Bollinger Bands and RSI to identify overbought/oversold conditions. • Highlights potential reversal zones with background color shading. • Includes alert conditions for deep overbought/oversold signals. • Implements an additional EMA (9/21) and MACD-based confirmation system to filter false signals. Overall, this script is designed for traders looking to identify both trend-following and reversal opportunities while keeping track of key market indicators. It offers visual cues, alerts, and a structured technical analysis framework for decision-making.
Pine Script® Indikator
von skrillionaire1
Advanced HFT Detection with VWAP & SpreadsExplanation of the HFT Detection Strategy 🔹 1. Key Indicators Used in the Strategy It's works by combining VWAP, moving averages (SMA), volume spikes, and price jumps to detect potential HFT activity. ✅ (A) VWAP (Volume Weighted Average Price) VWAP acts as a benchmark price that professional traders and institutions use to execute large orders. If price is above VWAP, buyers are in control → Bullish trend If price is below VWAP, sellers are in control → Bearish trend HFT algorithms often place buy orders above VWAP and sell orders below VWAP to follow momentum. ➡️ Why VWAP? It ensures that signals follow the institutional trading trend. ✅ (B) Moving Averages (SMA) Moving averages smooth out price data and help in detecting short-term momentum changes. Fast Moving Average (5-period SMA): Reacts quickly to price changes Slow Moving Average (20-period SMA): Identifies trend direction ➡️ Why SMA? It filters noise and confirms short-term trend shifts. ✅ (C) Volume Spike Detection High-frequency trading is often accompanied by large volume surges. We define a volume spike as: 📌 Current Volume > 2× Average Volume of last 20 bars ➡️ Why Volume? HFTs execute rapid buy/sell orders when they detect liquidity, leading to sudden volume bursts. ✅ (D) Price Jump Detection (Sudden Volatility) HFT algorithms often exploit quick price movements. We check if the price has moved more than twice the ATR (Average True Range) in the last 5 bars. ➡️ Why ATR? It helps to detect abnormal price movements compared to normal volatility. 🔹 2. Trading Signal Logic Now that we have VWAP, moving averages, volume, and price movement filters, we generate buy and sell signals based on conditions. ✅ (A) Buy Signal Condition A BUY signal is triggered when: ✔ Fast SMA crosses above Slow SMA → Short-term trend is turning bullish ✔ Volume spike occurs → HFTs are active ✔ Sudden price jump detected → High volatility ✔ Price is above VWAP → Confirms bullish trend ➡️ Why this works? It confirms that institutional traders & HFTs are buying aggressively. ✅ (B) Sell Signal Condition A SELL signal is triggered when: ✔ Fast SMA crosses below Slow SMA → Short-term trend is turning bearish ✔ Volume spike occurs → HFTs are selling aggressively ✔ Sudden price drop detected → High volatility ✔ Price is below VWAP → Confirms bearish trend ➡️ Why this works? It confirms that institutional traders & HFTs are selling aggressively. 🔹 3. Visual Representation (Plotting Signals & VWAP) Once we detect buy and sell signals, we mark them on the chart. ✅ (A) Buy/Sell Markers 🟢 Buy → Green upward arrow below the candle 🔴 Sell → Red downward arrow above the candle ✅ (B) VWAP Line on Chart We also plot VWAP as a blue line to visualize trend direction. ✅ (C) Highlighting Volume Spikes To easily spot HFT activity, we highlight volume spike bars with a blue background. 🔹 4. How to Use This Strategy? 1️⃣ Apply this script on a 1-minute or 5-minute intraday chart. 2️⃣ Look for BUY signals above VWAP and SELL signals below VWAP. 3️⃣ Verify that the volume spikes before taking action. 4️⃣ Use stop-loss & risk management (e.g., stop-loss at recent low/high). 🚀 Summary: Why This Strategy Works? ✅ VWAP ensures we follow institutional traders ✅ Volume spikes confirm sudden liquidity inflows ✅ Price jumps detect fast market moves caused by HFT bots ✅ Moving averages smooth out short-term trend shifts
Pine Script® Indikator
von AksharIntradayEdge
Vulkan Profit Overview The Vulkan Profit indicator is a trend-following tool that identifies potential entry and exit points by monitoring the relationship between short-term and long-term moving averages. It generates clear buy and sell signals when specific moving average conditions align, making it useful for traders looking to confirm trend changes across multiple timeframes. How It Works The indicator utilizes four different moving averages: Fast WMA (period 3) - A highly responsive weighted moving average Medium WMA (period 8) - A less sensitive weighted moving average Fast EMA (period 18) - A responsive exponential moving average Slow EMA (period 28) - A slower exponential moving average These moving averages are grouped into two categories: Short-term MAs: Fast WMA and Medium WMA Long-term MAs: Fast EMA and Slow EMA Signal Generation Logic The Vulkan Profit indicator generates signals based on the relative positions of these moving averages: Buy Signal (Green Triangle) A buy signal appears when the minimum value of the short-term MAs becomes greater than the maximum value of the long-term MAs. In other words, when both short-term MAs cross above both long-term MAs. Sell Signal (Red Triangle) A sell signal appears when the maximum value of the short-term MAs becomes less than the minimum value of the long-term MAs. In other words, when both short-term MAs cross below both long-term MAs. Visual Components Moving Averages - All four moving averages can be displayed or hidden Signal Arrows - Green triangles for buy signals, red triangles for sell signals Colored Line - A line that changes color based on the current market stance (green for bullish, red for bearish) Customization Options The indicator offers several customization settings: Toggle the visibility of moving averages Toggle the visibility of buy/sell signals Adjust the color, width, and position of the signal line Choose between different line styles (Line, Stepline, Histogram) Practical Trading Applications Trend Identification: The relative positioning of all moving averages helps identify the current market trend Entry/Exit Points: The buy and sell signals can be used as potential entry and exit points Trend Confirmation: The colored line provides ongoing confirmation of the trend direction Filter: Can be used in conjunction with other indicators as a trend filter Trading Strategy Suggestions Trend Following: Enter long positions on buy signals and exit on sell signals during trending markets Confirmation Tool: Use the signals to confirm trades identified by other indicators Timeframe Analysis: Apply the indicator across multiple timeframes for stronger confirmation Risk Management: Place stop-loss orders below recent swing lows for long positions and above recent swing highs for short positions Tips for Best Results The indicator performs best in trending markets and may generate false signals in ranging or highly volatile markets Consider the broader market context before taking trades based solely on these signals Use appropriate position sizing and risk management regardless of the indicator's signals The longer timeframes generally produce more reliable signals with fewer false positives The Vulkan Profit indicator combines the responsiveness of short-term averages with the stability of long-term averages to capture significant trend changes while filtering out minor price fluctuations.
Pine Script® Indikator
von AlgoCollective
🔥 مؤشر VWAP + تحديد الاتجاه 🔥📌 مميزات المؤشر: ✅ يستخدم VWAP لتحديد السعر العادل واتجاه السيولة الذكية. ✅ يحدد الاتجاه باستخدام متوسطات متحركة (EMA 50 و EMA 200). ✅ يُظهر إشارات شراء عندما يكون السعر فوق VWAP والاتجاه صاعد. ✅ يُظهر إشارات بيع عندما يكون السعر تحت VWAP والاتجاه هابط. 📌 Indicator Features: ✅ Uses VWAP to determine the fair price and direction of smart liquidity. ✅ Determines the trend using moving averages (EMA 50 and EMA 200). ✅ Shows buy signals when the price is above VWAP and the trend is up. ✅ Shows sell signals when the price is below VWAP and the trend is down.
Pine Script® Indikator
von samer-2030
Ryna 3 EMA Multi-Timeframe Indicator**EMA Multi-Timeframe Strategy (Pine Script v6)** This TradingView indicator is designed to assist traders using a **multi-timeframe trend-following strategy** based on Exponential Moving Averages (EMAs). **Core Functionality** - **Trend Identification:** Uses a configurable **EMA (e.g., EMA 50)** on a **higher timeframe** (e.g., H1, D1, W1) to determine the market bias: - If price is **above** the trend EMA → **Long bias** - If price is **below** the trend EMA → **Short bias** - **Entry Signals:** Uses two EMAs (fast & slow, e.g., EMA 8 & EMA 21) on either: - The **current chart timeframe**, or - A **separately selected timeframe** (e.g., entry on M15, trend on H1) → Signals are generated based on **EMA crossovers**: - **Bullish crossover** (fast crosses above slow) → Long signal - **Bearish crossover** (fast crosses below slow) → Short signal - Only when aligned with the higher-timeframe trend - **Visual Output:** - Optional display of entry EMAs when sourced from the trend timeframe - Always displays the trend EMA - Entry signals shown with triangle markers on the chart - **Info Panel (Top Center):** - Shows selected timeframes and EMA settings - Indicates current trend bias (LONG / SHORT / NEUTRAL) - Notes if entry EMAs are hidden due to settings - **Alerts:** - Optional alerts for long and short entry signals based on EMA crossovers #### **User Inputs** - **Trend Timeframe & EMA Length** - **Entry Timeframe & EMA Fast/Slow Lengths** - **Option to show/hide entry EMAs when using the trend timeframe** - **Option to show/hide Infobox on Chart**
Pine Script® Indikator
von richie_ryna
Konkord + MACD + RSI + STOCH - FAcien/FromhellThis script combines multiple technical indicators into a single visualization to enhance market analysis on TradingView. It includes: Konkorde: An indicator based on money flow and volume, showing accumulation and distribution. MACD: Identifies market trends and momentum using exponential moving averages. RSI & Stoch: Evaluates overbought and oversold conditions by combining the Relative Strength Index and Stochastic for better accuracy. The script allows users to enable or disable each component as needed and adjust key parameters for customization. El script permite activar o desactivar cada componente según necesidad y ajustar parámetros clave para personalización.
Pine Script® Indikator
von GumerSayan