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
Medie mobili
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!
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.
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
Open Close Cross Strategy R5.1 revised by JustUncleLThis revision is an open Public release, with just some minor changes. It is a revision of the Strategy "Open Close Cross Strategy R2" originally published by @JayRogers.
*** USE AT YOUR OWN RISK ***
JayRogers : "There are drawing/painting issues in pinescript when working across resolutions/timeframes that I simply cannot fix here.. I will not be putting any further effort into developing this until such a time when workarounds become available."
NOTE: Re-painting has not been observed with the default set up, nor with Alternate resolution multiplier up to 5.
Description:
Strategy based around Open-Close Moving Average Crossovers optionally from a higher time frame.
Setup:
I have generally found that setting the strategy resolution to 3-5x that of the chart you are viewing tends to yield the best results, regardless of which MA option you may choose (if any) BUT can cause a lot of false positives - be aware of this. JustUncleL: using one of the Smoothed MA helps reduce false positives.
Don't aim for perfection. Just aim to get a reasonably snug fit with the O-C band, with good runs of green and red. JustUncleL: using SMMA (8 to 10) gives a good fit.
Option to either use basic open and close series data, or pick your poison with a wide array of MA types.
Optional Stop Loss and Target Profit for damage mitigation if desired (can be toggled on/off)
Positions get taken automatically following a crossover - which is why it's better to set the resolution of the script greater than that of your chart, so that the trades get taken sooner rather than later.
If you make use of the stops/target profit, be sure to take your time tweaking the values. Cutting it too fine will cost you profits but keep you safer, while letting them loose could lead to more draw down than you can handle.
Revsion R5 Changes by JustUncleL
Corrected cross over calculations, sometimes gave false signals.
Corrected Alternate Time calculation to allow for Daily,Weekly and Monthly charts.
Open Public release.
Revision R4 By JustUncleL
Change the way the Alternate resolution in selected, use a Multiplier of the base Time Frame instead, this makes it easy to switch between base time frames.
Added TMA and SSMA moving average options. But DEMA is still giving the best results.
Using "calc_on_every_tick=false" ensures results between back testing and real time are similar.
Added Option to Disable the coloring of the bars.
Updated default settings.
R3 Changes by JustUncleL:
Returned a simplified version of the open/close channel, it shows strength of current trend.
Added Target Profit Option.
Added option to reduce the number of historical bars, overcomes the too many trades limit error.
Simplified the strategy code.
Removed Trailing Stop option, not required and in my option does not work well in Trading View, it also gives false and unrealistic performance results in back testing.
R2 Changes by JayRogers:
Simplified and cleaned up plotting, now just shows a Moving Average derived from the average of open/close.
Tried very hard to alleviate painting issues caused by referencing alternate resolution.
8 août 2017
Notes de version
R5.1 Changes by JustUncleL
Upgraded to Version 3 Pinescript compliance.
Added option to select Trade type (Long, Short, Both or None)
Added bar colouring work around patch.
Some code corrections and changes to improve efficiency.
NOTE: To enable non-Repainting mode set "Delay Open/Close MA" to 1 or more, but expect the reported performance to drop dramatically.
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.
Quadruple Moving Average with Alerts [FitzTello]This indicator plots 4 Simple Moving Averages to your chart and alerts when price touches each. It also has the ability to be customized by timframe and the inputs.
Smoothed Heiken Ashi Candles With Alternate Chart IntervalWhen trading, we tend to have one or more preferred chart time interval. If using HA candles for trend analysis, you may watch HA candles on each of those preferred interval, using multiple charts for a given symbol. However, having an indicator that plots HA candles for the given chart interval, as well the HA candles based on another interval on the same chart, provides the ability to watch HA reactions on multiple chart intervals more easily.
As an example, you like to watch the 5 minute chart with HA candles, but also prefer to use the 30 minute chart and HA candles for confirmation of a reversal/retrace. This indicator provides the convenience of monitoring your 5 minute chart, and setting alternate HA interval to 30 minute, thereby showing each set of the HA candles together on the same chart.
The alternate HA candles are calculated based on the selected chart interval, defaulting to 5 minutes.
The default HA and alternate HA candles are calculated and smoothed using the selected EMA length. Both default to 13.
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.
ISSU_LevelMonthly, weekly, daily level
Quarter session
EMA 20,50
Daily close level
IST 10:30am Level
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.
Média de Volume - VXX & UVXY (Colorido)Explanation:
The code takes the daily volume of VXX and UVXY.
Calculates the average of the two volumes.
Plots a blue histogram, similar to the traditional volume indicator.
Adds a reference line at zero.
The histogram bars turn green when the price is above the 20 SMA and red when it is below.
Triple EMAThis script plots three Exponential Moving Averages (EMAs) on your TradingView chart:
EMA 24 (White) – Short-term trend indicator.
EMA 52 (Blue) – Medium-term trend indicator.
EMA 200 (Red) – Long-term trend indicator.
These EMAs help identify trend direction and potential support/resistance levels. The values are fixed to their respective timeframes and won’t change based on cursor movement.
Perfect for traders looking to analyze trend strength and crossover signals.
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.
EMA TTEMA Trend Tracker (EMA TT) is a dynamic TradingView indicator that helps visualize market trends by changing the EMA line color based on price action. Choose your preferred EMA length, and the line will adjust—turning bullish when price is above and bearish when price is below. This makes it easy to identify trend direction at a glance, improving decision-making for scalping and swing trading.
Disclaimer: This indicator is for informational and educational purposes only and should not be considered financial advice. Trading involves significant risk, and past performance is not indicative of future results. Always conduct your own analysis and consult with a professional before making any trading decisions. Use this tool at your own discretion.
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.
26 and 50 EMA Crossover with 200 EMA FilterThe "26 and 50 EMA Crossover with 200 EMA Filter" indicator is a trend-following strategy designed to help traders identify high-probability entry points based on moving average crossovers and the overall market trend.
Key Features:
Buy Signal: A Buy signal is triggered when:
The price is above the 200 EMA, confirming the market is in an uptrend.
The 26 EMA crosses above the 50 EMA, indicating a potential bullish momentum shift.
Sell Signal: A Sell signal is triggered when:
The price is below the 200 EMA, confirming the market is in a downtrend.
The 26 EMA crosses below the 50 EMA, indicating potential bearish momentum.
Visual Indicators:
The 26 EMA is plotted in blue.
The 50 EMA is plotted in green.
The 200 EMA is plotted in red.
Buy and Sell Arrows:
Buy signals are shown as green arrows below the bars, indicating a potential long trade.
Sell signals are shown as red arrows above the bars, indicating a potential short trade.
This indicator combines a multi-EMA crossover strategy with a 200 EMA filter to give clear signals in trending markets while avoiding choppy, sideways conditions.
How to Use:
For Buy Trades: Look for the green arrows when the price is above the 200 EMA, confirming an uptrend. A bullish crossover between the 26 EMA and the 50 EMA signals a potential entry point.
For Sell Trades: Look for the red arrows when the price is below the 200 EMA, confirming a downtrend. A bearish crossover between the 26 EMA and the 50 EMA signals a potential entry point.
This strategy is ideal for traders looking for a trend-following approach to identify trade opportunities based on market momentum and major moving average crossovers.
Note:- TRY TO TRAIL SL FOR BIG REWARD AND SMALL LOSSES.
First EMA Touch (Last N Bars)Okay, here's a description of the "First EMA Touch (Last N Bars)" TradingView indicator:
Indicator Name: First EMA Touch (Last N Bars)
Core Purpose:
This indicator is designed to visually highlight on the chart the exact moment when the price (specifically, the high/low range of a price bar) makes contact with a specified Exponential Moving Average (EMA) for the first time within a defined recent lookback period (e.g., the last 20 bars).
How it Works:
EMA Calculation: It first calculates a standard Exponential Moving Average (EMA) based on the user-defined EMA Length and EMA Source (e.g., close price). This EMA line is plotted on the chart, often serving as a dynamic level of potential support or resistance.
"Touch" Detection: For every price bar, the indicator checks if the bar's range (from its low to its high) overlaps with or crosses the calculated EMA value for that bar. If low <= EMA <= high, it's considered a "touch".
"First Touch" Logic: This is the key feature. The indicator looks back over a specified number of preceding bars (defined by the Lookback Period). If a "touch" occurs on the current bar, and no "touch" occurred on any of the bars within that preceding lookback window, then the current touch is marked as the "first touch".
Visual Signal: When a "first touch" condition is met, the indicator plots a distinct shape (by default, a small green triangle) below the corresponding price bar. This makes it easy to spot these specific events.
Key Components & Settings:
EMA Line: The calculated EMA itself is plotted (typically as an orange line) for visual reference.
First Touch Signal: A shape (e.g., green triangle) appears below bars meeting the "first touch" criteria.
EMA Length (Input): Determines the period used for the EMA calculation. Shorter lengths make the EMA more reactive to recent price changes; longer lengths make it smoother and slower.
Lookback Period (Input): Defines how many bars (including the current one) the indicator checks backwards to determine if the current touch is the first one. A lookback of 20 means it checks if there was a touch in the previous 19 bars before signalling the current one as the first.
EMA Source (Input): Specifies which price point (close, open, high, low, hl2, etc.) is used to calculate the EMA.
Interpretation & Potential Uses:
Identifying Re-tests: The signal highlights when price returns to test the EMA after having stayed away from it for the duration of the lookback period. This can be significant as the market re-evaluates the EMA level.
Potential Reversal/Continuation Points: A first touch might indicate:
A potential area where a trend might resume after a pullback (if price bounces off the EMA).
A potential area where a reversal might begin (if price strongly rejects the EMA).
A point of interest if price consolidates around the EMA after the first touch.
Filtering Noise: By focusing only on the first touch within a period, it can help filter out repeated touches that might occur during choppy or consolidating price action around the EMA.
Confluence: Traders might use this signal in conjunction with other forms of analysis (e.g., horizontal support/resistance, trendlines, candlestick patterns, other indicators) to strengthen trade setups.
Limitations:
Lagging: Like all moving averages, the EMA is a lagging indicator.
Not Predictive: The signal indicates a specific past event (the first touch) occurred; it doesn't guarantee a future price movement.
Parameter Dependent: The effectiveness and frequency of signals heavily depend on the chosen EMA Length and Lookback Period. These may need tuning for different assets and timeframes.
Requires Confirmation: It's generally recommended to use this indicator as part of a broader trading strategy and not rely solely on its signals for trade decisions.
In essence, the "First EMA Touch (Last N Bars)" indicator provides a specific, refined signal related to price interaction with a moving average, helping traders focus on potentially significant initial tests of the EMA after a period of separation.
RK 50 crossover RK 50 Crossover Indicator. This indicator shows momentum. When RSI crosses the 50 line, we should understand that momentum is forming in the market. We just have to wait for confirmation.
🔥 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.
RK Swing Alert RK Swing Alert Indicator, this is an indicator that gives buy and sell signals. When the trend starts in the market, you just have to wait for the confirmation.
Along with this, another indicator you can use is the RK 50 Crossover Indicator. This indicator shows momentum.
Optimize Head-Touch and Bottom-GuessUniquely developed to empower your predictions with smart alerts and analysis using Moving Averages, Bollinger Bands, and VWAP.
Buy/Sell### Description of the Pine Script:
This script generates buy and sell signals using a combination of **Exponential Moving Averages (EMAs)**, the **MACD histogram**, and the **Relative Strength Index (RSI)**. It is designed to reduce the number of signals and improve the win rate by adding multiple conditions to filter out less reliable trades.
### Key Components:
1. **Exponential Moving Averages (EMAs):**
- **EMA 5** (Short-Term Trend) and **EMA 20** (Long-Term Trend).
- These moving averages are used to identify the overall trend direction. A buy signal is generated when the price is above both EMAs, indicating a bullish trend, and a sell signal occurs when the price is below both EMAs, indicating a bearish trend.
2. **MACD Histogram:**
- The **MACD** (Moving Average Convergence Divergence) is a momentum indicator, and the histogram represents the difference between the MACD line and its signal line.
- A positive MACD histogram indicates bullish momentum, while a negative histogram indicates bearish momentum.
- Buy signals are only generated when the MACD histogram is above zero, indicating positive momentum, and sell signals when the MACD histogram is below zero, indicating negative momentum.
3. **Relative Strength Index (RSI):**
- The **RSI** is used to measure the strength of a trend. The script uses a threshold to identify when the market is in a strong condition.
- **RSI Buy Threshold:** Only allows a buy signal when the RSI is above 60, indicating strong buying pressure.
- **RSI Sell Threshold:** Only allows a sell signal when the RSI is below 40, indicating strong selling pressure.
### Conditions for Buy and Sell Signals:
- **Buy Condition:**
- The **price** is above both the **EMA 5** and **EMA 20**, indicating a strong uptrend.
- The **RSI** is above 60, indicating strong buying pressure.
- The **MACD histogram** is positive, confirming bullish momentum.
- **Sell Condition:**
- The **price** is below both the **EMA 5** and **EMA 20**, indicating a strong downtrend.
- The **RSI** is below 40, indicating strong selling pressure.
- The **MACD histogram** is negative, confirming bearish momentum.
### Plotting Signals:
- **Buy Signal**: When all the buy conditions are met, a green "BUY" label is plotted below the bar.
- **Sell Signal**: When all the sell conditions are met, a red "SELL" label is plotted above the bar.
### Purpose:
- This strategy is designed to provide more reliable signals by ensuring that trades are only taken when multiple conditions are met, reducing false signals.
- By combining trend (EMA), momentum (MACD), and strength (RSI) indicators, the script aims to filter out low-probability trades and increase the win rate.
Let me know if you'd like further clarification or adjustments!
