EASY Mode -Machine learning & Artificial intelligence techniqueTL:DR
I've created a new indicator script AND strategy script (shown here) to showcase a usable machine learning technique commonly referred to as a neural network. The scripts can be set to alert you when to buy and when to sell. To evaluate the ability of the indicator, I set the order size to 100%, because I wanted to directly compare it to the buy and hold of Bitcoin. Sure enough, Bitcoin buy and hold gained 200%, but in the same time period, this trading strategy gained 600% on over 300 trades. Now obviously, fees, commission, and slippage must also be considered in REAL trading. The reason I backtested without those is because this is a comparison test between the indicator and the buy & hold strategy. Once this shows comparison test shows success, then you can add in commission, fees, and slippage. If commission, fees and slippage is too high per return of each trade, then you can increase the timeframe to reduce the number of trades and increase the profit return of each trade.
Below is how the indicator works. If you have any questions, or feedback, please leave them in the comments section!
The Neural Network Proxy Strategy by NHBprod blends the principles of advanced technical analysis with neural network-inspired weight allocation. Designed for traders looking to capture dynamic market trends and reversals, this strategy employs a weighted combination of three proven indicators: RSI, MACD, and EMA. By normalizing and integrating these components, the Neural Network Proxy provides clear, actionable signals tailored for diverse market conditions and trading styles.
💫 Indicator Architecture
The Neural Network Proxy leverages a multi-indicator framework inspired by neural network logic. It calculates a composite proxy value that highlights the relative strength, momentum, and price positioning in real time. The system dynamically identifies trends, reversals, and critical turning points with a streamlined approach to filtering market noise.
By assigning customizable weights to RSI, MACD, and EMA signals, this strategy ensures adaptability across different assets and timeframes. The algorithm excels at detecting shifts in market sentiment, enabling traders to act with confidence.
📊 Technical Composition and Calculation
The Neural Network Proxy is a dynamic trend-following and reversal-detection system composed of:
Relative Strength Index (RSI): Measures momentum and normalizes values for -1 to 1 scaling.
MACD Line vs Signal Line: Highlights momentum shifts with normalized differences.
Exponential Moving Average (EMA): Captures price deviations from the trend for mean-reversion analysis.
Weighted Neural Proxy: Combines normalized values using trader-adjustable weights.
📈 Key Indicators and Features
The Neural Network Proxy Strategy provides:
Trend and Reversal Detection: Signals appear when the proxy crosses key thresholds:
Long Entry: Proxy > 0.5 confirms bullish strength.
Short Entry: Proxy < -0.5 confirms bearish momentum.
Adaptive Weighting: Fine-tune weights (w1, w2, w3) to emphasize momentum, trend, or mean-reversion signals.
Customizable Parameters: Adjust RSI, MACD, and EMA lengths to match your trading style.
High-Visibility Visualization: Tracks proxy values and threshold levels with bold, color-coded plots.
⚡️ Practical Applications and Examples
✅ Add the Strategy:
Add the Neural Network Proxy Strategy to your TradingView chart and enable backtesting.
Fine-tune input parameters for optimal performance on your chosen timeframe and asset.
👀 Monitor Proxy Values:
Watch for proxy levels crossing +0.5 for bullish trends and -0.5 for bearish trends.
Use the trend lines (green/red) as visual markers for signal confirmation.
🎯 Execute Trades:
Long signals (📈) trigger when price action confirms a bullish reversal above the 0.5 threshold.
Short signals (📉) trigger when price action validates bearish momentum below -0.5.
🔔 Set Alerts:
Configure alerts for long and short entries to stay on top of critical market movements.
Key parameters to optimize:
RSI Length: Control sensitivity to price momentum.
MACD Fast/Slow: Adjust trend strength detection.
EMA Length: Tune for longer-term trend alignment.
Weights: Experiment with w1, w2, and w3 to prioritize specific indicators.
Indicatori e strategie
Lifetime High 20 % Drop Indicatorthis scripts highlights if the price is down by at least 20% in last one month
Dynamic Momentum Range Index (DMRI)//@version=5
indicator("Dynamic Momentum Range Index (DMRI)", shorttitle="DMRI", overlay=false)
// Inputs
n = input.int(14, title="Momentum Period", minval=1)
atrLength = input.int(14, title="ATR Length", minval=1)
maLength = input.int(20, title="Moving Average Length", minval=1)
// Calculations
pm = close - close // Price Momentum (PM)
atr = ta.atr(atrLength) // Average True Range (ATR)
va = pm / atr // Volatility Adjustment (VA)
// Moving Average and Dynamic Range Factor (DRF)
ma = ta.sma(close, maLength)
drf = math.abs(close - ma) / atr
// Dynamic Momentum Range Index (DMRI)
dmri = va * drf
// Normalization
maxVal = ta.highest(dmri, atrLength)
minVal = ta.lowest(dmri, atrLength)
dmriNormalized = (dmri - minVal) / (maxVal - minVal) * 100
// Zones for Interpretation
bullishZone = 70
bearishZone = 30
// Plotting DMRI
plot(dmriNormalized, title="DMRI", color=color.blue, linewidth=2)
hline(70, "Overbought", color=color.red)
hline(30, "Oversold", color=color.green)
hline(50, "Neutral", color=color.gray)
// Background Coloring
bgcolor(dmriNormalized > bullishZone ? color.new(color.green, 90) : na, title="Bullish Zone Highlight")
bgcolor(dmriNormalized < bearishZone ? color.new(color.red, 90) : na, title="Bearish Zone Highlight")
Dynamic Momentum Range Index (DMRI)//@version=5
indicator("Dynamic Momentum Range Index (DMRI)", shorttitle="DMRI", overlay=false)
// Inputs
n = input.int(14, title="Momentum Period", minval=1)
atrLength = input.int(14, title="ATR Length", minval=1)
maLength = input.int(20, title="Moving Average Length", minval=1)
// Calculations
pm = close - close // Price Momentum (PM)
atr = ta.atr(atrLength) // Average True Range (ATR)
va = pm / atr // Volatility Adjustment (VA)
// Moving Average and Dynamic Range Factor (DRF)
ma = ta.sma(close, maLength)
drf = math.abs(close - ma) / atr
// Dynamic Momentum Range Index (DMRI)
dmri = va * drf
// Normalization
maxVal = ta.highest(dmri, atrLength)
minVal = ta.lowest(dmri, atrLength)
dmriNormalized = (dmri - minVal) / (maxVal - minVal) * 100
// Zones for Interpretation
bullishZone = 70
bearishZone = 30
// Plotting DMRI
plot(dmriNormalized, title="DMRI", color=color.blue, linewidth=2)
hline(70, "Overbought", color=color.red)
hline(30, "Oversold", color=color.green)
hline(50, "Neutral", color=color.gray)
// Background Coloring
bgcolor(dmriNormalized > bullishZone ? color.new(color.green, 90) : na, title="Bullish Zone Highlight")
bgcolor(dmriNormalized < bearishZone ? color.new(color.red, 90) : na, title="Bearish Zone Highlight")
Bitcoin HalvingsColors the bar on the date of each Bitcoin halving, plus one into the future (estimated).
QuickPivot Zones**Pivot Levels with Auto Support & Resistance**
This custom Pine Script indicator calculates and displays **pivot points** on your chart, offering automatic detection of potential support and resistance levels. The script calculates regular and "quick" pivot levels, allowing traders to visualize areas where price might reverse or consolidate.
### Key Features:
- **Customizable Source**: Choose whether to base pivots on `High`, `Low`, or `Close` price data.
- **Pivot Calculation**: Identifies pivot highs and lows, offering insights into possible support and resistance zones.
- **Quick Pivot Option**: Offers quicker reaction to market changes with smaller pivot calculation intervals.
- **Dynamic Levels**: Automatically updates and plots dynamic levels of support and resistance.
- **Clear Visualization**: Quickly spot key levels on the chart with distinct plot styles and shapes.
- **Flexible Inputs**: Adjust the pivot sensitivity using `left`, `right`, and `quick_right` parameters for fine-tuned results.
### Usage:
- **Pivot Points** are often used by traders to identify reversal zones or potential breakouts. This indicator will help you spot significant price levels that may impact future price movements.
- **Quick Pivot** mode provides faster updates for short-term traders or during volatile market conditions.
### Ideal For:
- **Day Traders**: Traders seeking quick and responsive pivot points.
- **Swing Traders**: To monitor key support and resistance areas for medium-term trades.
- **Price Action Traders**: Traders relying on price movements and levels without relying on traditional indicators.
Start using **Pivot Levels with Auto SR** to improve your technical analysis and decision-making process today!
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UltaPulta Strategy by RDThis Strategy is made for learning purpose for new traders, Strategy indicates possible buy or Sell entries. Useful for trend directions.
ICT Indian Market Macro Tracker by Maulik NarsidaniICT Macro as per Indian Standard Time
~ Maulik Narsidani
20 EMA High and Low BacktestIn this indicator 20 ema high low break out back tested stategy puted into it.
ICT Indian Market Macro Tracker by Maulik NarsidaniICT Macro as per Indian Standard Time.
~ Maulik Narsidani.
Fund Master Plus (TV Rev1, Dec2024)License: Mozilla Public License 2.0 (Open Source)
Version: Pine Script™ v6
Indicator Name: Fund Master Plus (TV Rev1, Dec2024)
Short Title: Fund Master Plus
About Fund Master Plus
Fund Master Plus indicator is an oscillating technical analysis tool designed to simulate the fund inflow and outflow trend.
Key features:
1. Fund Master Value and Candle
The candle highlights the direction of the Fund Master value.
Green candles represent an upward trend, while red candles indicate a downward trend.
When the candle crossover 0, it is a sign of the start of mid term bull, vice versa.
When the candle is above 0, it is a sign of mid-term bull, vice versa.
2. Fund Master Bar
This bar provides added visual representation of the Fund Master value.
Green bars represent and upward trend, while red bars indicate a downward trend.
3. FM EMA (Exponential Moving Average)
The Fund Master EMA (Exponential Moving Average) helps smooth out FM value fluctuations
and identify the overall trend.
When the candle crossover FM EMA, it is a sign of the start of short term bull, vice vera.
When the candle is above FM EMA, it is a sign of short term bull, vice versa.
4. EMA of FM EMA
This is an EMA of the Fund Master EMA, which can provide additional insights into the
trend's strength.
5. Candle Turn Green or Red
This feature generates alerts to signal potential trend changes.
6. Bottom Deviation & Top Deviation
Line plot and label of these deviation will show on indicator and the price chart to help user
identify potential buying and selling opportunities.
7. Alertcondition for Turn Green or Turn Red
User can set the alert using the Create Alert (the Clock Icon).
8. Table Summary
A table summary is provided to show indicator name, FM value, FM candle status,
Crossover, Crossunder, Turn Green, Turn Red status, Bar Number etc.
A tooltip for Filter Setting and a filter status check.
SOP to use the indicator:
Table (GR1):
Show Table: This option enables or disables the display of the table.
Text Size: This option allows you to set the text size for the table entries.
Width: This option sets the width of the table.
Fund Master Candle Color Setting (GR2):
FM candle will up by default.
This option enables the color setting of Fund Master candle.
Up: This option sets the color of the Fund Master candle for uptrend.
Down: This option sets the color of the Fund Master candle for downtrend.
Fund Master Bar and Color Setting (GR3):
Show Fund Master Bar: This option enables or disables the display of the Fund Master bar.
Up: This option sets the color of the Fund Master bar for uptrend.
Down: This option sets the color of the Fund Master bar for downtrend.
Fund Master EMA plots (GR4):
Show FM EMA: This option enables or disables the display of the Fund Master EMA line.
Look Back Period: This option sets the lookback period for the Fund Master EMA calculation.
EMA Color: This option sets the color of the Fund Master EMA line.
Show EMA of FM EMA: This option enables or disables the display of the EMA of the Fund Master EMA line.
Look Back Period 2: This option sets the lookback period for the EMA of the Fund Master EMA calculation.
Alerts: Fund Master Crossover & Crossunder EMA Line or 0 (GR5):
Show FM Crossover 0: This option enables or disables the display of the alert for FM crossover above the 0 line.
Show FM Crossunder 0: This option enables or disables the display of the alert for FM crossover below the 0 line.
Show FM Crossover EMA: This option enables or disables the display of the alert for FM crossover above the EMA line.
Show FM Crossunder EMA: This option enables or disables the display of the alert for FM crossover below the EMA line.
Bottom and Top Deviation (GR6):
Show Bottom Deviation: This option enables or disables the display of the bottom deviation line.
Show Top Deviation: This option enables or disables the display of the top deviation line.
Turn Green, Turn Red Alert (GR7):
Show Turn Green/Red Alerts: This option enables or disables the display of alerts for when the Fund Master value changes direction.
Current & Turn Green/Red Alerts: This option sets the number of bars to look back for the turn green/red alerts.
Band and User Input Setting (GR8):
100: This option enables or disables the display of the 100 band.
0: This option enables or disables the display of the 0 band.
-100: This option enables or disables the display of the -100 band.
User Input: This option enables or disables the display of a custom band based on user input.
Value: This option sets the value for the custom band.
Disclaimer
Attached chart is for the purpose of illustrating the use of indicator, no recommendation of buy/sell.
In this chart, all features in the setting are turned on (default and non default).
This chart is used to demonstrate the FM trend movement from mid-term bear to mid-term bull,
short-term bear and bull, bottom deviation and top deviation.
Hope this help. Merry Christmas and Happy New Year.
EMA RSI Trend Reversal Ver.1Overview:
The EMA RSI Trend Reversal indicator combines the power of two well-known technical indicators—Exponential Moving Averages (EMAs) and the Relative Strength Index (RSI)—to identify potential trend reversal points in the market. The strategy looks for key crossovers between the fast and slow EMAs, and uses the RSI to confirm the strength of the trend. This combination helps to avoid false signals during sideways market conditions.
How It Works:
Buy Signal:
The Fast EMA (9) crosses above the Slow EMA (21), indicating a potential shift from a downtrend to an uptrend.
The RSI is above 50, confirming strong bullish momentum.
Visual Signal: A green arrow below the price bar and a Buy label are plotted on the chart.
Sell Signal:
The Fast EMA (9) crosses below the Slow EMA (21), indicating a potential shift from an uptrend to a downtrend.
The RSI is below 50, confirming weak or bearish momentum.
Visual Signal: A red arrow above the price bar and a Sell label are plotted on the chart.
Key Features:
EMA Crossovers: The Fast EMA crossing above the Slow EMA signals potential buying opportunities, while the Fast EMA crossing below the Slow EMA signals potential selling opportunities.
RSI Confirmation: The RSI helps confirm trend strength—values above 50 indicate bullish momentum, while values below 50 indicate bearish momentum.
Visual Cues: The strategy uses green arrows and red arrows along with Buy and Sell labels for clear visual signals of when to enter or exit trades.
Signal Interpretation:
Green Arrow / Buy Label: The Fast EMA (9) has crossed above the Slow EMA (21), and the RSI is above 50. This is a signal to buy or enter a long position.
Red Arrow / Sell Label: The Fast EMA (9) has crossed below the Slow EMA (21), and the RSI is below 50. This is a signal to sell or exit the long position.
Strategy Settings:
Fast EMA Length: Set to 9 (this determines how sensitive the fast EMA is to recent price movements).
Slow EMA Length: Set to 21 (this smooths out price movements to identify the broader trend).
RSI Length: Set to 14 (default setting to track momentum strength).
RSI Level: Set to 50 (used to confirm the strength of the trend—above 50 for buy signals, below 50 for sell signals).
Risk Management (Optional):
Use take profit and stop loss based on your preferred risk-to-reward ratio. For example, you can set a 2:1 risk-to-reward ratio (2x take profit for every 1x stop loss).
Backtesting and Optimization:
Backtest the strategy on TradingView by opening the Strategy Tester tab. This will allow you to see how the strategy would have performed on historical data.
Optimization: Adjust the EMA lengths, RSI period, and risk-to-reward settings based on your asset and time frame.
Limitations:
False Signals in Sideways Markets: Like any trend-following strategy, this indicator may generate false signals during periods of low volatility or sideways movement.
Not Suitable for All Market Conditions: This indicator performs best in trending markets. It may underperform in choppy or range-bound markets.
Strategy Example:
XRP/USD Example:
If you're trading XRP/USD and the Fast EMA (9) crosses above the Slow EMA (21), while the RSI is above 50, the indicator will signal a Buy.
Conversely, if the Fast EMA (9) crosses below the Slow EMA (21), and the RSI is below 50, the indicator will signal a Sell.
Bitcoin (BTC/USD):
On the BTC/USD chart, when the indicator shows a green arrow and a Buy label, it’s signaling a potential long entry. Similarly, a red arrow and Sell label indicate a short entry or exit from a previous long position.
Summary:
The EMA RSI Trend Reversal Indicator helps traders identify potential trend reversals with clear buy and sell signals based on the EMA crossovers and RSI confirmations. By using green arrows and red arrows, along with Buy and Sell labels, this strategy offers easy-to-understand visual signals for entering and exiting trades. Combine this with effective risk management and backtesting to optimize your trading performance.
Nine Sweeper Ver.1Nine Sweeper Indicator Manual
Overview:
The Nine Sweeper Indicator is a powerful technical analysis tool designed to identify potential trend exhaustion points in the market. It does this by counting a specific series of price conditions that suggest a trend may be reaching its limit. The Nine Sweeper Indicator consists of two phases:
Nine Setup Phase (9 Bars): This phase tracks consecutive bars where the price either makes higher highs (for buy setups) or lower lows (for sell setups).
Thirteen Countdown Phase (13 Bars): This phase tracks consecutive closes that are greater (for buy countdowns) or lower (for sell countdowns) than the close from two bars ago.
How the Nine Sweeper Works:
Nine Setup Phase (9 Bars):
The Nine Setup phase tracks a series of consecutive bars in which:
Buy Setup: The close of the current bar is higher than the close of the previous bar, repeated for 9 consecutive bars.
Sell Setup: The close of the current bar is lower than the close of the previous bar, repeated for 9 consecutive bars.
When this condition is met, a "9" label appears on the chart, signaling the completion of the setup phase.
Thirteen Countdown Phase (13 Bars):
After the Nine Setup phase completes, the Thirteen Countdown phase begins.
Buy Countdown: The close of the current bar must be higher than the close from two bars ago, repeated for 13 consecutive bars.
Sell Countdown: The close of the current bar must be lower than the close from two bars ago, repeated for 13 consecutive bars.
When this condition is met, a "13" label appears on the chart, signaling the completion of the countdown phase.
Using the Nine Sweeper Indicator:
Buy Signal:
A buy signal is generated when a "9" buy setup is followed by a "13" buy countdown. This indicates that the market may be exhausted to the downside, and a reversal to the upside could be imminent.
Sell Signal:
A sell signal is generated when a "9" sell setup is followed by a "13" sell countdown. This suggests that the market may be exhausted to the upside, and a reversal to the downside could be imminent.
Plotting the Indicator:
"9" Labels:
Green "9": Plotted below the bar for a buy setup (green when the buy setup is completed).
Red "9": Plotted above the bar for a sell setup (red when the sell setup is completed).
"13" Labels:
Green "13": Plotted below the bar for a buy countdown (green when the buy countdown is completed).
Red "13": Plotted above the bar for a sell countdown (red when the sell countdown is completed).
Strategy & Signal Confirmation:
The Nine Sweeper Indicator helps identify potential exhaustion points in a trend. For better accuracy, combine it with other indicators or chart patterns (such as RSI, MACD, or key support/resistance levels) to confirm the validity of the signals.
Example: If a buy signal is triggered (a "9" followed by a "13" buy countdown) and the RSI is below 30 (indicating oversold conditions), this could increase the likelihood of an upward reversal.
Adjusting the Nine Sweeper:
You can customize the Nine Sweeper settings to suit your trading strategy:
Nine Setup Length (9 Bars): The number of bars required to complete the Nine Setup phase. The default is 9, but you can adjust it depending on your preferred trading style or market conditions.
Thirteen Countdown Length (13 Bars): The number of bars required to complete the Thirteen Countdown phase. The default is 13, but you can experiment with this parameter for more aggressive or conservative signals.
Backtesting and Optimization:
To evaluate the effectiveness of the Nine Sweeper indicator, you can backtest the strategy on historical data using platforms like TradingView. By adjusting the setup and countdown lengths, you can optimize the indicator to suit specific market conditions and improve performance.
Limitations of Nine Sweeper:
While the Nine Sweeper is a powerful tool, it’s important to remember that no indicator is foolproof. Here are some limitations to keep in mind:
False Signals: In strong trending markets, the Nine Sweeper might give false signals or fail to predict the trend reversal.
Market Context: Always consider the broader market context, including the prevailing trend, volatility, and other fundamental factors, before acting on a signal.
Not a Standalone Tool: The Nine Sweeper works best when combined with other technical indicators (e.g., moving averages, RSI) and chart patterns to provide more accurate signals.
Summary:
The Nine Sweeper Indicator is a useful tool for identifying potential exhaustion points and trend reversals in the market. By counting a series of price conditions across multiple bars, it helps traders spot when the market may be reaching a turning point. However, as with any indicator, it should be used in conjunction with other analysis tools to increase the accuracy and reliability of trading signals.
Market Capital Gain Loss By Abhay B. JagdaleMarket Capital Gain Loss (MCGL) by Abhay B. Jagdale is an advanced indicator designed to visualize and analyze the market capitalization of a stock based on real-time price data. It leverages financial metrics and price action to help traders and investors understand how the stock's valuation evolves over time.
This script calculates market capitalization using the stock's Total Shares Outstanding (TSO), combined with open, high, low, and close prices. The results are displayed in an easy-to-read format, using the following visual elements:
Step Line Plot: Shows the market capitalization trend, where green indicates a positive change and red indicates a negative change compared to the previous bar.
Custom Candles: Represent the market cap's open, high, low, and close values, offering a candle-like visualization for valuation.
Dynamic Labels: Display the high, current, and low market capitalization values for each bar, giving users a clear snapshot of key data points.
Features:
Automatically calculates market capitalization using financial data for supported stocks.
Highlights gains and losses with intuitive color-coding (green for gains, red for losses).
Displays detailed market capitalization metrics in labels for added clarity.
Suitable for all trading styles, including day trading and long-term analysis.
Use Cases:
Stock Valuation Tracking: Understand how market cap changes in real-time based on price action.
Trend Identification: Spot valuation trends and reversals using color-coded step lines and candles.
Market Cap Insights: Gain additional context about stock performance with dynamic labels showcasing high, low, and current capitalization.
Note: This indicator relies on the request.financial function to fetch the total shares outstanding (TSO). For stocks that don't support this data, the TSO will default to 0, and calculations will not be displayed. Ensure the stock symbol supports financial data to use this indicator effectively.
Disclaimer:
This script is intended for informational purposes only and should not be used as the sole basis for making trading decisions. Always conduct your own research before investing.
Buy/Sell Signals for Natural Gas Futures//@version=5
indicator("Buy/Sell Signals for Natural Gas Futures", overlay=true)
// Input for Moving Averages
emaShortLength = input.int(20, title="Short EMA Length")
emaLongLength = input.int(50, title="Long EMA Length")
// Input for ATR (Stop-Loss, Take-Profit)
atrLength = input.int(14, title="ATR Length")
atrMultiplier = input.float(1.5, title="ATR Multiplier")
riskRewardRatio = input.float(2.0, title="Risk-Reward Ratio")
// Calculate Moving Averages
emaShort = ta.ema(close, emaShortLength)
emaLong = ta.ema(close, emaLongLength)
// Trend Detection
isUptrend = emaShort > emaLong
isDowntrend = emaShort < emaLong
// Average True Range (ATR) for Volatility-based Stop-Loss/Take-Profit
atr = ta.atr(atrLength)
// Breakout/Breakdown Levels (5-bar high/low for breakout/fall)
breakoutLevel = ta.highest(high, 5)
breakdownLevel = ta.lowest(low, 5)
// Buy Signal Condition
buySignal = close > breakoutLevel and isUptrend
// Sell Signal Condition
sellSignal = close < breakdownLevel and isDowntrend
// Stop-Loss and Take-Profit Levels (using ATR)
stopLossLong = close - (atr * atrMultiplier)
takeProfitLong = close + (atr * atrMultiplier * riskRewardRatio)
stopLossShort = close + (atr * atrMultiplier)
takeProfitShort = close - (atr * atrMultiplier * riskRewardRatio)
// Plot Buy/Sell Signals
plotshape(series=buySignal, title="Buy Signal", location=location.belowbar, color=color.green, style=shape.labelup, text="BUY")
plotshape(series=sellSignal, title="Sell Signal", location=location.abovebar, color=color.red, style=shape.labeldown, text="SELL")
// Plot Stop-Loss and Take-Profit Levels for Buy and Sell
plotshape(series=buySignal ? stopLossLong : na, title="Stop-Loss Long", color=color.red, style=shape.triangledown, location=location.absolute, offset=-1, size=size.small)
plotshape(series=buySignal ? takeProfitLong : na, title="Take-Profit Long", color=color.green, style=shape.triangleup, location=location.absolute, offset=-1, size=size.small)
plotshape(series=sellSignal ? stopLossShort : na, title="Stop-Loss Short", color=color.red, style=shape.triangledown, location=location.absolute, offset=-1, size=size.small)
plotshape(series=sellSignal ? takeProfitShort : na, title="Take-Profit Short", color=color.green, style=shape.triangleup, location=location.absolute, offset=-1, size=size.small)
// Highlight the trend on the background (green for uptrend, red for downtrend)
bgcolor(isUptrend ? color.new(color.green, 90) : isDowntrend ? color.new(color.red, 90) : na)
// Alerts for Buy/Sell Signals
alertcondition(buySignal, title="Buy Signal Alert", message="Buy Signal Detected: Price has broken above resistance in an uptrend.")
alertcondition(sellSignal, title="Sell Signal Alert", message="Sell Signal Detected: Price has broken below support in a downtrend.")
Advanced Trend Navigator Suite [QuantAlgo]Elevate your investing and trading with Advanced Trend Navigator Suite by QuantAlgo! 💫📈
The Advanced Trend Navigator Suite is a versatile technical indicator designed to empower investors and traders across all experience levels with clear, actionable market insights. Built on the proven Hull Moving Average framework and enhanced with proprietary trend scoring technology, this premium tool offers flexible integration with existing strategies while maintaining effectiveness as a standalone system. By combining reduced-lag HMA mechanics with dynamic state management, it provides investors and traders the ability to identify and capitalize on trending opportunities while maintaining robust protection against market noise. Whether your focus is on position trading, swing trading, or long term investing, the Advanced Trend Navigator Suite adapts to various market conditions and asset classes through its customizable parameters and intuitive visual feedback system.
🏛️ Indicator Architecture
The Advanced Trend Navigator Suite provides a sophisticated framework for assessing market trends through a harmonious blend of HMA dynamics and state-based calculations. Unlike traditional moving average systems that use fixed parameters, this indicator incorporates smart trend scoring measurements to automatically adjust its sensitivity to market conditions. The core algorithm employs an optimized HMA system combined with multi-window trend evaluation, creating a self-adjusting mechanism that adapts based on market momentum. This adaptive approach allows the indicator to maintain its effectiveness across different market phases - from ranging to trending conditions. The trend scoring system acts as dynamic confirmation levels, while the gradient fills between HMA and price provide instant visual feedback on trend direction and strength.
📊 Technical Composition and Calculation
The Advanced Trend Navigator Suite is composed of several technical components that create a dynamic trending system:
Hull Moving Average System: Utilizes weighted calculations for primary trend detection
Trend Score Integration: Computes and evaluates momentum across multiple time windows
Dynamic State Management: Creates adaptive boundaries for trend validation
Gradient Visualization: Provides progressive visual feedback on trend strength
📈 Key Indicators and Features
The Advanced Trend Navigator Suite utilizes customizable length parameters for both HMA and trend calculations to adapt to different investing and trading styles. The trend detection component evaluates price action relative to the dynamic state system to validate signals and identify potential reversals.
The indicator incorporates multi-layered visualization with:
Color-coded HMA lines adapting to trend direction
Dynamic gradient fills between HMA and price
State-based candle coloring system
Clear trend reversal signals (▲/▼)
Precise entry/exit point markers
Programmable alerts for trend changes
⚡️ Practical Applications and Examples
✅ Add the Indicator: Add the indicator to your TradingView chart by clicking on the star icon to add it to your favorites ⭐️
👀 Monitor Trends: Watch the HMA line and gradient fills to identify trend direction and strength. The dynamic color transitions and candle coloring provide immediate visual feedback on market conditions.
🎯 Track Signals: Pay attention to the trend reversal markers that appear on the chart:
→ Long signals (▲) appear when price action confirms a bullish trend reversal
→ Short signals (▼) indicate validated bearish trend reversals
🔔 Set Alerts: Configure alerts for trend changes in both bullish and bearish directions, ensuring you never miss significant technical developments.
🌟 Summary and Tips
The Advanced Trend Navigator Suite by QuantAlgo is a sophisticated technical tool designed to support trend-following strategies across different market environments and asset classes. By combining HMA analysis with dynamic trend scoring, it helps traders and investors identify significant trend changes while filtering out market noise, providing validated signals. The tool's adaptability through customizable HMA lengths, trend scoring, and threshold settings makes it suitable for various trading/investing timeframes and styles, allowing users to capture trending opportunities while maintaining protection against false signals.
Key parameters to optimize for your investing and/or trading style:
HMA Length: Adjust for more or less sensitivity to trend changes
Analysis Period: Fine-tune trend calculations for signal stability
Window Range: Balance between quick signals and stability
Threshold Values: Customize trend validation levels
Visual Settings: Customize appearance with color and display options
The Advanced Trend Navigator Suite by QuantAlgo is particularly effective for:
Identifying sustained market trends
Detecting trend reversals with confirmation
Measuring trend strength and duration
Filtering out market noise and false signals
Remember to:
Allow the indicator to validate trend changes before taking action
Combine with volume and other form of analysis and/or system for additional confirmation
Consider multiple timeframes for a complete market view
Adjust thresholds based on market volatility conditions
Stoch RSI Strategy by ZahidAramaiThis strategy combines the power of Stochastic RSI (StochRSI) with volume analysis to identify potential oversold bounces in the cryptocurrency market. The system is designed for catching momentum reversals while maintaining strict entry and exit criteria.
How It Works:
Uses Stochastic RSI with optimized settings (K:5, D:3, RSI Length:14)
Incorporates volume confirmation for trade validation
Implements momentum-based entry and exit rules
Entry Conditions:
Stochastic RSI drops below 10 (oversold condition)
Volume exceeds 100,000 (high liquidity confirmation)
Both conditions must occur simultaneously
Exit Conditions:
Stochastic RSI rises above 65 (momentum exhaustion)
Position automatically closes when exit condition is met
Strategy Do's:
✅ Use in ranging or trending markets
✅ Wait for both StochRSI and volume confirmations
✅ Monitor overall market conditions
✅ Consider using stop losses (not included in base strategy)
✅ Best used on 15m-1h timeframes
Strategy Don'ts:
❌ Don't override exit signals
❌ Avoid using during highly volatile news events
❌ Don't increase position size during drawdowns
❌ Don't use in low liquidity conditions
❌ Avoid trading against strong market trends
Implementation Tips:
Backtest thoroughly before live trading
Consider market volatility when setting exit levels
Monitor StochRSI divergences for additional confirmation
Use appropriate position sizing
Consider adding trailing stops for profit protection
Note: This strategy performs best in markets with clear momentum shifts and adequate volume. Always use proper risk management alongside these technical signals.
Enigma Liquidity Concept
Enigma Liquidity Concept
Empowering Traders with Multi-Timeframe Analysis and Dynamic Fibonacci Insights
Overview
The Enigma Liquidity Concept is an advanced indicator designed to bridge multi-timeframe price action with Fibonacci retracements. It provides traders with high-probability buy and sell signals by combining higher time frame market direction and lower time frame precision entries. Whether you're a scalper, day trader, or swing trader, this tool offers actionable insights to refine your entries and exits.
What Makes It Unique?
Multi-Timeframe Signal Synchronization:
Higher time frame bullish or bearish engulfing patterns are used to define the directional bias.
Lower time frame retracements are analyzed for potential entry opportunities.
Dynamic Fibonacci Layouts:
Automatically plots Fibonacci retracement levels for the most recent higher time frame signal.
Ensures a clean chart by avoiding clutter from historical signals.
Actionable Buy and Sell Signals:
Sell Signal: When the higher time frame is bearish and the price on the lower time frame retraces above the 50% Fibonacci level before forming a bearish candle.
Buy Signal: When the higher time frame is bullish and the price on the lower time frame retraces below the 50% Fibonacci level before forming a bullish candle.
Customizable Fibonacci Visuals:
Full control over Fibonacci levels, line styles, and background shading to tailor the chart to your preferences.
Integrated Alerts:
Real-time alerts for buy and sell signals on the lower time frame.
Alerts for bullish and bearish signals on the higher time frame.
How It Works
Higher Time Frame Analysis:
The indicator identifies bullish and bearish engulfing patterns to detect key reversals or continuation points.
Fibonacci retracement levels are calculated and plotted dynamically for the most recent signal:
Bullish Signal: 100% starts at the low, 0% at the high.
Bearish Signal: 100% starts at the high, 0% at the low.
Lower Time Frame Execution:
Monitors retracements relative to the higher time frame Fibonacci levels.
Provides visual and alert-based buy/sell signals when conditions align for a high-probability entry.
How to Use It
Setup:
Select your higher and lower time frames in the settings.
Customize Fibonacci levels, line styles, and background visuals for clarity.
Trade Execution:
Use the higher time frame signals to determine directional bias.
Watch for actionable buy/sell signals on the lower time frame:
Enter short trades on red triangle sell signals.
Enter long trades on green triangle buy signals.
Alerts:
Enable alerts for real-time notifications of buy/sell signals on lower time frames and higher time frame directional changes.
Concepts Underlying the Calculations
Engulfing Patterns: Represent key reversals or continuations in price action, making them reliable for defining directional bias on higher time frames.
Fibonacci Retracements: Fibonacci levels are used to identify critical zones for potential price reactions during retracements.
Multi-Timeframe Analysis: Combines the strength of higher time frame trends with the precision of lower time frame signals to enhance trades.
Important Notes
This indicator is best used in conjunction with your existing trading strategy and risk management plan.
It does not repaint signals and ensures clarity by displaying Fibonacci levels only for the most recent signal.
Ideal For:
Swing traders, day traders, and scalpers looking to optimize entries and exits with Fibonacci retracements.
Traders who prefer clean charts with actionable insights and customizable visuals.
Push Up Pullback BuyThe Push Up Pullback Buy (PUPB) indicator is designed to identify trend continuation opportunities by detecting key market movements:
Push-Ups: Rapid upward price movements exceeding a customizable minimum change.
Pullbacks: Temporary price corrections following a push-up.
Trend Confirmation: Validates higher highs and higher lows during pullbacks to ensure trend continuation.
Multi-Timeframe Analysis: Incorporates lower timeframe breakout confirmation for enhanced precision.
This indicator provides visual cues (arrows and signals) directly on your chart, making it intuitive for traders to spot potential buy opportunities. Ideal for trend-following strategies and traders looking to capitalize on pullback entries in bullish markets.
Customizable parameters allow you to adapt the indicator to your preferred trading style and instruments.
