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EMA-VWAP-TWAP Kesişim Sistemi(ORKUN)Triple Indicator System: Blue: EMA (Dynamic trend follower) Red: VWAP (Volume-weighted price balance) Yellow: TWAP (Time-weighted average price) Crossover Types: Symbol Description Signal ▲ Green Triangle EMA > VWAP Bullish momentum ▼ Red Triangle EMA < VWAP Bearish momentum ● Blue Circle EMA > TWAP Short-term strength ● Orange Circle EMA < TWAP Short-term weakness ◆ Purple Diamond VWAP > TWAP Volume-driven bias ◆ Gold Diamond VWAP < TWAP Time-driven bias Smart Information Panel: Real-time values for EMA, VWAP, and TWAP Color-coded status for crossovers: Green/Red: EMA vs. VWAP Blue/Orange: EMA vs. TWAP Purple/Gold: VWAP vs. TWAP Instant updates for all three crossover pairs Optimization Tips: Strategy Recommended Period Use Case Scalping 5-15 periods Intraday volatility Swing Trading 20-50 periods 3-5 day trends Trend Analysis 50-200 periods Long-term market cycles How to Interpret? Strong Trend Signal: EMA > VWAP + EMA > TWAP = Double bullish confirmation Example: EMA-20 crosses above both VWAP-20 and TWAP-20 Market Equilibrium: VWAP ≈ TWAP = Low volatility phase Tip: Watch for EMA direction to predict breakout Volume Divergence: VWAP-TWAP divergence + EMA alignment = Hidden trend reversal Scenario: VWAP rising (volume support) while TWAP flat + EMA bullish
Pine Script® 인디케이터
OrkunUzunoglu의
1
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
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AksharIntradayEdge의
EMA Price Range by tuanduongEMA Price Range Indicator – Dynamic Range Analysis with Custom EMA (tuanduong2511) Overview The EMA Price Range Indicator is designed to help traders visualize the distance between price action and a key Exponential Moving Average (EMA). This indicator dynamically calculates the range from each candle to a user-defined EMA and displays it in a real-time table. By understanding the relationship between price and the EMA, traders can better gauge potential support, resistance, and overextension in the market. Key Features ✅ Customizable EMA – Allows users to choose the EMA period that best suits their strategy (default: 144). ✅ Real-Time Range Calculation – Computes the absolute difference between the EMA and the price (using the high or low, depending on whether the candle is above or below the EMA). ✅ Minimalist UI – The EMA is plotted directly on the chart, while a small table in the bottom-right corner provides numerical insights, reducing chart clutter. ✅ Versatile Use Cases – Suitable for trend-following traders (identifying pullbacks to EMA) and mean-reversion traders (spotting extended price movements). How It Works User-Defined EMA: The script calculates an Exponential Moving Average (EMA) based on the selected period. EMA adapts dynamically, giving more weight to recent price movements. Range Calculation: If the price is above the EMA, the range is measured from the high point of the candle to the EMA. If the price is below the EMA, the range is measured from the low point of the candle to the EMA. This approach ensures that we’re measuring the most relevant distance for price interaction. Live Table Display: The current EMA value and the distance (range) from the price are displayed in a small table in the bottom-right corner of the chart. How to Use It 📌 Trend Traders: Use the indicator to track pullbacks to key EMAs (e.g., EMA 50, 144, or 200). When the price is far from the EMA, it may indicate an overextended trend or potential retracement zone. 📌 Mean Reversion Traders: Look for extreme deviations between price and the EMA. Large distances can signal potential price snapbacks to the mean. 📌 Scalping & Day Trading: Short-term traders can use it with fast EMAs (e.g., EMA 21 or 34) to measure quick price movements relative to short-term momentum. Why This Indicator? Unlike traditional EMA indicators, which only plot a moving average, this script provides quantifiable price distance to the EMA, helping traders make data-driven decisions. It allows traders to answer: ✅ Is the price stretched too far from the EMA? ✅ Should I wait for a pullback before entering? ✅ Is the trend strong, or is the price losing momentum? By integrating EMA-based range analysis, traders gain a clearer understanding of market conditions and can improve their entry, exit, and risk management strategies.
Pine Script® 인디케이터
tuanduong2511의
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® 인디케이터
richie_ryna의
Resumen de Tendencia.v01📊 Trend Summary with SMA 200 📊 This Pine Script displays a summary table showing the price trend across multiple timeframes (Weekly, Daily, 4H, 1H, 15M, and 5M) based on the 200-period Simple Moving Average (SMA). ✅ Easy to interpret: Bullish (✅ Green) → Price above SMA 200 Bearish (❌ Red) → Price below SMA 200 ⚡ Features: 🔹 Evaluates trends across different timeframes. 🔹 Displays a compact summary table in the top-right corner. 🔹 Keeps the chart clean without extra lines. Perfect for traders who need a quick multi-timeframe trend analysis! 🚀📈 Autor: Luis Alberto Flores #Trading #PineScript #SMA200 #AnálisisTécnico #Tendencia
Pine Script® 인디케이터
lfloresv의
VWAP + 2-Bar 9 EMA + Secondary MA System✅1. VWAP + 9 EMA Trend System Detects when the 9 EMA crosses above or below the VWAP. Bullish cross (9 EMA above VWAP with price confirmation) triggers a green vertical line and "VWAP BUY" label. Bearish cross triggers a red vertical line and "VWAP SELL" label. Use this to identify major trend shifts and momentum changes. ✅2-Bar EMA Signal System (Clean Entry/Exit Triggers) Buy signal: When the previous two closes are above the 9 EMA. Sell signal: When the previous two closes are below the 9 EMA. One signal per direction: Prevents clutter by avoiding duplicate signals during trend continuation. Great for cleaner entries after confirmation or for short-term directional bias. ✅3. Secondary Moving Average (Optional) Select from SMA, EMA, WMA, VWMA, or RMA. Customize the length (commonly used for 100 or 200 MA). Use as a long-term trend filter or additional confluence. 🎛 Customization Options: Toggle each system on or off independently Choose secondary MA type and length View or hide individual lines: VWAP, 9 EMA, secondary MA Alert-ready for all buy/sell signals 🧠 Ideal For: Trend traders Reversal traders Confirmation-based entries Intraday and swing trading
Pine Script® 인디케이터
rcange239의
3SMA +30 Stan Weinstein +200WMA +alert-crossingIndicator Description: Stan Weinstein Strategy + Key Moving Averages 🔹 Introduction This indicator combines the Classic Stan Weinstein Strategy with a modern update based on the author’s latest recommendations. It includes key moving averages that help identify trends and potential entry or exit points in the market. 📊 Included Moving Averages (Fully Customizable) All moving averages in this indicator have modifiable parameters, allowing users to adjust values in the input settings. 1️⃣ 30-Week SMA (Stan Weinstein): A long-term trend indicator defining the asset’s main trend. 2️⃣ 40-Week SMA (Weinstein Update): An adjusted version recommended by the author in his recent updates. 3️⃣ 10-Day SMA: Displays short-term price action and helps confirm trend changes. 4️⃣ 100-Day SMA: A medium-term trend measure used by traders to assess trend strength. 5️⃣ 200-Day WMA (Weighted Moving Average): A very long-term indicator that filters market noise and confirms solid trends. 🔍 How to Interpret It ✔️ 30/40-Week SMA in an uptrend → Confirms an accumulation phase or an upward price trend. ✔️ Price above the 200-WMA → Indicates a strong and healthy long-term trend. ✔️ 10-SMA crossing other moving averages → Can signal an early entry or exit opportunity. ✔️ 100-SMA vs. 200-WMA → A breakout of the 100-SMA above the 200-WMA may signal a new bullish phase. 🚨 Built-in Alerts (Key Crossovers) The indicator includes automatic alerts to notify traders when key moving averages cross, allowing timely reactions: 🔔 10-SMA crossing the 40-SMA → Possible medium-term trend shift. 🔔 10-SMA crossing the 200-WMA → Confirmation of a stronger trend. 🔔 40-SMA crossing the 200-WMA → Long-term trend reversal signal. 💡 Customization: All moving average periods can be adjusted in the input settings, making the indicator flexible for different trading strategies.
Pine Script® 인디케이터
Magm7의
Malama's big MACDMalama's Big MACD" is a versatile TradingView indicator designed to help traders identify high-probability buy and sell opportunities in fast-moving markets, particularly on short timeframes like 1-5 minute charts. It solves the common problem of filtering out market noise by combining a predictive price model (Stochastic Price Predictor, or SPP) with a comprehensive set of momentum and trend indicators (MACD, RSI, moving averages, and more). Whether you're scalping quick trades or confirming longer-term trends, this tool provides clear signals and visual cues to boost confidence and timing. The indicator operates in two main layers: Stochastic Price Predictor (SPP): This predictive engine forecasts short-term price movements using a simplified Monte Carlo simulation. It analyzes recent price changes, volatility (via ATR), and Stochastic RSI to estimate the likelihood of an upward or downward move within a set horizon (e.g., 3 bars). Buy signals trigger when the probability of an upward move exceeds a confidence threshold (default 65%) and the market isn’t overbought, while sell signals activate for downward moves when not oversold. Comprehensive Indicator Suite: This layer combines classic tools like MACD (for momentum), RSI (for overbought/oversold conditions), moving averages (for trend direction), and ATR (for volatility-based levels). It generates signals when these align—e.g., a bullish MACD crossover paired with an oversold RSI and a rising fast MA. A unique "JKH RSI" (a fast RSI variant) adds extra confirmation, while manual sentiment input lets you tweak signals based on your market bias. The script overlays these signals on your chart, color-codes trends, and highlights key levels (like stop-loss and profit targets) to make decision-making intuitive. How to Use It Adding to TradingView: Copy the script into TradingView’s Pine Editor (under "Indicators" > "Pine Editor"). Click "Save," name it (e.g., "Malama's Big MACD"), then "Add to Chart." Configuring Settings: Open the indicator’s settings via the gear icon. Adjust SPP settings (e.g., "Lookback Period" to 5 for short-term focus, "Confidence Threshold" to 65% for faster signals). Tweak the Comprehensive settings (e.g., MACD lengths: 5/13/5 for scalping, or longer like 12/26/9 for swing trading). Toggle visuals (e.g., enable "Show Predicted Range" or "Highlight Volume Spikes") under "Visual Settings." Interpreting Signals: SPP Signals: Green "BUY (SPP)" labels below bars or red "SELL (SPP)" above bars indicate predictive opportunities. Comprehensive Signals: Lime "BUY (Comp)" or red "SELL (Comp)" labels show confirmed momentum trades. Blue/orange MACD arrows and green/red RSI dots add context. Trend Line: Green means uptrend (fast MA > slow MA), red is downtrend, orange is neutral. Extras: Purple ATR lines suggest stop-loss/profit targets; yellow backgrounds flag volume spikes. Tips: Beginners: Start with default settings and focus on SPP signals for quick trades. Use ATR lines to set safe exits. Pros: Experiment with "Sentiment Input" (-1 to 1) to bias signals, or adjust MACD/MA lengths for your timeframe. Pair with volume spikes for breakout confirmation. Originality What makes "Malama's Big MACD" stand out is its hybrid approach: it fuses a predictive Monte Carlo model (SPP) with a robust multi-indicator confirmation system. Unlike standard MACD or RSI tools, it offers: Short-Term Prediction: SPP’s probability-based signals cater to scalpers, rare in most indicators. Layered Confirmation: Combines MACD, RSI, fast/slow MAs, and a custom JKH RSI for stronger filtering. Visual Clarity: Trend coloring, predicted price ranges, and ATR-based levels make it a one-stop shop. Flexibility: Adjustable for scalping or swing trading, with manual sentiment for personalized tuning. This isn’t just another MACD—it’s a dynamic, all-in-one toolkit that adapts to your trading style, blending foresight with precision.
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makenlegacy의
Multiple VWMATradingView Indicator: Multiple VWMA This TradingView indicator allows you to display up to five separate Volume Weighted Moving Averages (VWMAs) directly on your price chart. What it does: Plots 5 VWMAs: It calculates and draws five distinct VWMA lines (or other styles) on the chart. Volume Weighting: Unlike simple moving averages, a VWMA gives more weight to prices where trading volume was higher, potentially offering a clearer picture of the trend strength confirmed by volume. Highly Customizable: Each of the five VWMAs can be configured independently through the indicator's settings panel. For each one, you can set: Length: The lookback period (number of bars) used for the calculation. Source: The price data to use (e.g., close, open, high, low, hl2, etc.). Timeframe: You can calculate each VWMA based on a different timeframe than the one currently displayed on your chart (e.g., view daily VWMAs on an hourly chart). Leave blank to use the chart's timeframe. Offset: Shift the VWMA line forwards or backwards on the chart by a specific number of bars. Style: Choose how each VWMA is displayed (Line, Histogram, or Cross). Overlay: The VWMAs are plotted directly over the price bars for easy comparison. Purpose: This indicator is useful for traders who want to analyze trends using multiple volume-weighted perspectives simultaneously. By comparing VWMAs of different lengths or based on different timeframes, you can gain insights into short-term vs. long-term trends, potential support/resistance levels, and the significance of price movements based on accompanying volume.
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ryfli32의
ATR and Moving AverageUsing ATR and Moving Average: A Technical Analysis Strategy The Average True Range (ATR) and the Moving Average are two important technical analysis tools that can be used together to identify trading opportunities in the market. In this article, we will explore how to use these two tools and how the crossover between them can indicate changes in the market. What is ATR? The Average True Range (ATR) is a measure of the volatility of an asset, which calculates the average true range of an asset over a period of time. The true range is the difference between the closing price and the opening price of an asset, or the difference between the closing price and the highest or lowest price of the day. ATR is an important measure of volatility, as it helps to identify the magnitude of price fluctuations of an asset. What is Moving Average? The Moving Average is a technical analysis tool that calculates the average price of an asset over a period of time. The Moving Average can be used to identify trends and price patterns, and is an important tool for traders. There are different types of Moving Averages, including the Simple Moving Average (SMA), the Exponential Moving Average (EMA), and the Weighted Moving Average (WMA). Crossover between ATR and Moving Average The crossover between ATR and Moving Average can be an important indicator of changes in the market. When ATR crosses above the Moving Average, it may indicate that the volatility of the asset is increasing and that the price may be about to rise. This occurs because ATR is increasing, which means that the true range of the asset is increasing, and the Moving Average is being surpassed, which means that the price is rising. On the other hand, when ATR crosses below the Moving Average, it may indicate that the volatility of the asset is decreasing and that the price may be about to fall. This occurs because ATR is decreasing, which means that the true range of the asset is decreasing, and the Moving Average is being surpassed, which means that the price is falling. Trading Strategies There are several trading strategies that can be used with the crossover between ATR and Moving Average. Some of these strategies include: Buying when ATR crosses above the Moving Average, with the expectation that the price will rise. Selling when ATR crosses below the Moving Average, with the expectation that the price will fall. Using the crossover between ATR and Moving Average as a filter for other trading strategies, such as trend analysis or pattern recognition. In summary, the crossover between ATR and Moving Average can be an important indicator of changes in the market, and can be used as a technical analysis tool to identify trading opportunities. However, it is important to remember that no trading strategy is foolproof, and that it is always important to use a disciplined approach and manage risk adequately.
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Guilherme-Bruno의
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® 인디케이터
s3rh4te의
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™ 전략
rk1359722의
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® 인디케이터
makenlegacy의