4 EMA + MTF Trend TableCreates a table on top right of chart that shows if the 4ma is bullish or bearish on different timeframes
Multitimeframe
Fibonacci Levels with MACD ConfirmationHow to Understand and Use the Fibonacci Levels with MACD Confirmation Script
This custom Pine Script is designed to give traders a clear visual framework by combining dynamic Fibonacci retracement levels, MACD histogram confirmation, and volatility-based swing zones. It aims to simplify trend analysis, improve entry timing, and adapt to various market conditions.
How to Interpret the 23.6% & 61.8% Labels
These Fibonacci levels represent key retracement zones where price often reacts during trend pullbacks or reversals.
The 23.6% level indicates a shallow retracement, useful in strong trends where price resumes early.
The 61.8% level is a deeper retracement, often a "last line of defense" before trend invalidation.
The script labels these zones with "CC 23.6" and "CC 61.8" when the price crosses them with MACD histogram confirmation:
Green label (CC) = bullish confirmation
Red label (CC) = bearish confirmation
How to Modify Inputs (Manual Adjustments)
Input Purpose Default How to Use
ATR Period Measures volatility 14 Increase for smoother, slower reactions; reduce for faster swings
Min Lookback Minimum bars for swing zone 20 Avoids short-term noise
Max Lookback Cap for swing zone scan 100 Avoids excessively wide retracement levels
Inverse Candle Chart Flips high/low logic false Enable for inverted analysis or backtesting "opposite logic"
How to Use the Inverse Candle Chart Option
Activating inverse mode flips candle logic:
Highs become negative lows, and vice versa.
Useful for:
Contrarian analysis
Inverse ETFs or short-biased views
Backtesting reverse-pattern behavior
How to Adjust the Style
You can manually personalize the script’s visual appearance:
Change line width in plot(..., linewidth=2) for bolder or thinner Fib levels.
Change colors from color.green, color.red, etc., to suit your theme.
Modify label.size, label.style, and label.color for different labeling visuals.
Customize MACD histogram style from plot.style_columns to other styles like style_histogram.
How the MACD is Set and Displayed
The MACD uses non-standard values:
Fast Length = 24
Slow Length = 52
Signal Smoothing = 18
These values slow down the indicator, reducing noise and aligning better with medium- to long-term trends.
MACD histogram is plotted directly on the main chart for faster, on-screen decision making.
Color-coded histogram:
Green/Lime = Bullish momentum increasing or steady
Red/Maroon = Bearish momentum increasing or steady
How to Use the Indicator in Real-World Trading
This indicator is most effective when used to:
✅ 1. Spot High-Probability Trend Continuation Zones
In a strong trend, price will often retrace to 23.6% or 61.8%, then resume.
Wait for:
Price to cross 23.6 or 61.8
MACD histogram rising (bullish) or falling (bearish)
"CC 23.6" or "CC 61.8" label to appear
🟢 Entry Example: Price retraces to Fib 61.8%, crosses up with green MACD histogram → take long position
✅ 2. Validate Reversal or Breakout Zones
These Fib levels also act as support/resistance.
If price crosses a Fib level but MACD fails to confirm, it may be a fake breakout.
Use confirmation labels only when MACD aligns.
✅ 3. Add Volatility Context (ATR) for Risk Management
The ATR label shows both value and %.
Use ATR to:
Set dynamic stop-losses (e.g., 1.5x ATR below entry)
Decide trade size based on volatility
How to Combine the Indicator With Other Tools
You can combine this script with other technical tools for a powerful trading framework:
🔁 With Moving Averages
Use 50/200 MA for overall trend direction
Take signals only in the direction of MA slope
🔄 With Price Action Patterns
Use the Fib/MACD signals at confluence points:
Support/resistance zones
Breakout retests
Candlestick patterns (pin bars, engulfing)
🔺 With Volume or Order Flow
Combine with volume spikes or order book signals
Confirm that Fib/MACD signals align with strong volume for conviction
✅ Trade Setup Summary
Criteria Long Setup Short Setup
Price at Fib Level At or crossing Fib 23.6 / 61.8 Same
MACD Histogram Rising and above previous bar Falling and below previous bar
Label Appears Green "CC 23.6" or "CC 61.8" Red "CC 23.6" or "CC 61.8"
Optional Filters Trend direction, ATR range, volume, price pattern Same
Impulse Volume Oscillator [Alpha Extract]Impulse Volume Oscillator
A sophisticated indicator designed to identify market impulse moves and volume-based momentum shifts, helping traders capture significant price movements with precision.
Combining price deviations with volume analysis, this oscillator dynamically measures market strength and weakness, providing clear signals for potential trend continuations and reversals.
🔶 Volume-Adjusted Normalization
Utilizes a unique normalization technique that incorporates volume impact to enhance signal quality. This approach ensures the indicator responds more strongly to high-volume price movements while filtering out low-volume noise.
vol_ratio = ta.rsi(volume, 14) / 50
vol_factor = vol_impact > 0 ? 1 + (vol_ratio - 1) * vol_impact : 1
raw_normalized = dev / (ta.stdev(source, bars) * mult)
vol_adjusted = raw_normalized * vol_factor
normalized = ta.sma(vol_adjusted, smooth)
🔶 Adaptive Regime Detection
Incorporates threshold-based regime identification that clearly distinguishes between trending and mean-reverting market conditions. The customizable threshold system allows traders to adapt to different market volatilities and timeframes.
🔶 Customizable Parameters
Fine-tune detection sensitivity with adjustable inputs for lookback period, standard deviation multiplier, volume impact, and signal smoothing. These parameters enable traders to optimize the indicator for various trading styles and market conditions.
❓How It Works
🔶 Impulse Calculation
The oscillator measures price deviation from a moving average baseline, normalized by standard deviation, and then adjusts the signal based on relative volume strength. This creates a responsive yet stable indicator that accurately reflects market momentum.
// Calculate the basis using the selected MA
basis = get_ma(source, bars)
// Calculate the normalized value with volume impact
dev = source - basis
🔶 Dynamic Visualization
The histogram changes color based on signal strength, providing instant visual cues about market conditions. Green bars indicate positive momentum while red bars represent negative momentum, with color intensity reflecting signal strength.
🔶 Trend Confirmation
Built-in trend direction analysis provides confluence with the primary signal, helping traders distinguish between counter-trend bounces and genuine trend reversals. This dual-confirmation approach significantly reduces false signals.
🔶 Visual Alerts & Boundary Tracking
Monitors signal extremes and dynamically adjusts visualization transparency based on signal strength. The indicator highlights particularly strong impulse moves with background shading, making potential trading opportunities immediately apparent.
🔶 Custom Candle Coloring
Optional candle coloring applies the same color logic as the histogram directly to price candles, providing a unified visual framework that helps traders correlate indicator signals with price action.
🔶 Momentum Shift Detection
Automatically identifies important zero-line crossovers that often signify the beginning of new impulse moves. These transition points frequently offer favorable risk/reward entry opportunities.
🔶 Snapshot samples
1 Week
1 Day
15 Min
🔶 Why Choose AE - Impulse Volume Oscillator?
This indicator provides a comprehensive approach to identifying significant market moves by combining volume analysis with price momentum. By offering clear visual signals for both trend continuation and reversal scenarios, it empowers traders to make more informed decisions across various market conditions and timeframes.
Multi-Timeframe EMA Signal - StyledTrend reminder, what is based on the 39 MA. Looking after 14 CLOSED candles. The minute TF is calculated from the 1m chart, the 1H, 4h, 1D is calculated from the 1h TF.
If you go higher on the minute TF you see that the calculation goes bad, so you dont see the minute TF-s trend if you are on the 5m or on the 15M or higher TF. It's ok for my needs i usualy trade on the 1m chart so i see everything.
It's simple.
I was looking for a srcipt like this, and did not find anything.
It's not my work, its Veronika's script from chatGPT based on my needs. :)
ICT Judas + Silver Bullet🔰 ICT Judas + Silver Bullet Indicator (SMC-based)
Built for Prop Firm and High Win Rate Intraday Traders
This indicator identifies key institutional setups from Inner Circle Trader (ICT) and Smart Money Concepts (SMC) strategies, optimized for XAUUSD, EURUSD, and other high-volume pairs on the 5-minute chart.
📌 Core Features:
✅ Asian Range Box (02:00–08:00 SGT) – used as manipulation anchor
✅ London Killzone (14:00–16:00 SGT) – Judas Swing detection
✅ New York Killzone (22:30–23:30 SGT) – Silver Bullet setups
✅ Automatic Fair Value Gap (FVG) detection
✅ Liquidity sweep detection based on 20-bar EQH/EQL
✅ Entry + Stop Loss + Take Profit visualization with adjustable RR
✅ Alerts for Judas and Silver setups
✅ Perfect for prop firm scalping and intraday swing logic
🛠️ How It Works:
- Judas Swing: triggers when liquidity above the Asian high is swept during London Killzone
- Silver Bullet: triggers when liquidity below recent lows is swept during NY Killzone
- Entry shown via circle, SL and TP lines based on user-defined RR and stop-loss pip distance
- Designed to be paired with SMC/ICT OB/FVG confirmation entries
⚙️ Settings:
- Adjustable session times
- Toggle FVG display
- Set RR and SL pips to match prop firm rules
- Compatible with alert webhooks for Telegram
🕰️ Note:
All times are fixed to **SGT (GMT+8)**. If you're in another timezone, adjust your TradingView timezone accordingly or update the session inputs manually during Daylight Saving Time changes.
🔔 Alert-Ready:
Use alerts for live signals and pair with webhooks for automation.
🔍 Recommended Pairings:
XAUUSD, EURUSD, GBPUSD, NAS100 on M5 chart
📈 Win Rate Potential:
Backtested with high-probability setups aligned with prop firm daily goals. Best used with strict discipline and 1-2 setups per day.
—
Built with ❤️ by a trader, for traders looking for precision-based executions using ICT logic.
HTF Countdown by Silver Mountain Trading)Stay sharp and time your trades with precision.
This simple but effective tool shows a real-time countdown to the next Higher Time Frame (HTF) candle — such as 4H, 1H, or whatever timeframe you choose.
The countdown is always placed just below the current day’s low, with clean design and no clutter.
🔹 Displays remaining time in H:M:S
🔹 Anchored visually to current day’s LOD
🔹 Works in replay mode
🔹 Open-source and free to use
🔹 From Silver Mountain Trading
🙌 If you found this helpful, a like and subscribe to the Silver Mountain Trading YouTube channel would be much appreciated as a thank-you. www.youtube.com
[Kpt-Ahab] Moving Average Alarm OutputVarious Moving Average with Signal Outputs
Compatible with various backtesting-systems or risk management-systems for generating alarms and trading signals.
Also compatible with the djmad Multibit ecosystem, allowing for signal filtering or combining indicators.
Standard signal output Long/Short +1/-1
Filter, for suppressing signals
Various color variations.
Intraday Long Stoploss DistanceWhile working on intraday 1-minute charts i found it distracting to calculate the stoploss distance from the current price so i created an overlay indicator that plots the values of the last 15 minute and 30 minutes low for safe SL placement so you can get a rough idea of Risk management and lot size to use.
Still in early phases. Few more updates coming soon .stay updated.
*Not a financial advice.
Super Indicator Enhanced by TradeGlobal PROSuper Indicator Enhanced by TradeGlobal PRO
This indicator is designed to help traders identify high-probability trading opportunities across various markets, particularly on intraday timeframes like 1H and 4H. It combines multiple technical indicators—RSI, MACD, Bollinger Bands, and volume analysis—to generate reliable BUY and SELL signals while filtering out noise during sideways markets.
Features
RSI with Divergence Detection: Uses the Relative Strength Index (RSI) to identify overbought/oversold conditions and bullish/bearish divergences for potential reversals.
MACD for Trend Confirmation: Employs the Moving Average Convergence Divergence (MACD) to confirm bullish or bearish momentum, ensuring signals align with the market trend.
Bollinger Bands for Sideways Detection: Filters out false signals during low-volatility (sideways) periods by analyzing the Bollinger Bands width.
Volume Breakout & Whale Detection: Detects significant volume spikes to identify potential whale activity, indicating strong buying or selling pressure.
Support/Resistance with Retest Logic: Identifies key support and resistance levels, enhanced with retest confirmation for higher accuracy.
Double Bottom/Top Patterns: Detects classic reversal patterns (double bottom/top) with volume confirmation to validate breakouts.
Dynamic Stop-Loss and Take-Profit: Automatically calculates stop-loss and take-profit levels using ATR (Average True Range) with a customizable risk-to-reward ratio.
Signal Types
BUY/SELL: Standard signals for entering trades based on RSI, MACD, and whale activity.
BUY EL/SELL EL: Enhanced signals with higher confidence, incorporating support/resistance, double bottom/top patterns, and retest logic.
OUT: Signals to exit a trade when the price hits the stop-loss, take-profit, or breaks key levels.
How to Use
Timeframe: Best used on 1H or 4H charts for intraday trading. Adjust the RSI overbought/oversold levels for higher timeframes if needed.
Signals:
BUY/BUY EL: Enter a long position when these signals appear. Place a stop-loss below the calculated level and aim for the take-profit level.
SELL/SELL EL: Enter a short position when these signals appear. Place a stop-loss above the calculated level and aim for the take-profit level.
OUT: Exit the trade when this signal appears to secure profits or minimize losses.
Customization:
Adjust the RSI Length, MACD settings, and Bollinger Bands Length to suit your trading style.
Modify the ATR Multiplier for stop-loss and the Risk:Reward ratio for take-profit based on your risk tolerance.
Alerts: Set up alerts for BUY, SELL, BUY EL, SELL EL, and OUT signals to stay informed of trading opportunities.
Notes
The indicator works best in trending markets. Avoid using signals during prolonged sideways periods (check Bollinger Bands width).
Always combine the indicator with your own market analysis and risk management strategy.
Try it out and share your feedback in the comments! Let’s master the markets together.
[blackcat] L3 Projected Magic-9 SequenceOVERVIEW
The L3 Projected Magic-9 Sequence indicator is a sophisticated tool designed to help traders identify potential trend reversals through a unique sequence of price movements. By calculating projected highs and lows based on previous bar conditions, this script provides valuable insights into possible future market directions. It plots these key levels on the chart and highlights specific sequential patterns that often precede significant reversals, offering traders a visual advantage in their decision-making process 📈💡.
FEATURES
Projections: Calculates and plots projected highs and lows based on intricate conditions derived from previous bars' open, close, high, and low prices. These projections serve as dynamic support and resistance levels, helping traders anticipate potential turning points in the market 📊.
Sequential Patterns:
Identifies various sequential patterns known as "Magic" sequences, such as Magic-9 and Magic-13.
Labels these sequences directly on the chart for easy identification: 5, 6, 7, 8, 9, 12, 13 for both bullish and bearish trends.
Provides additional labels when these sequences align with projected highs or lows, enhancing the reliability of the signal 🏷️.
Differentiates between trend and sideways phases using the Magic-9 Project Range. Traditional sequences generating buy and sell signals of 9 and 13 during sideways swings are displayed indistinguishably from other numbers. However, the 9 and 13 generated by breakouts are highlighted with red and green labels for better visibility 🚦.
Project Range Adjustment:
The Project Range is automatically adjusted by Multiple Time Frame (MTF).
A higher cycle is selected as the baseline of the Project Range based on the current operating cycle, ensuring adaptability to varying market conditions ⏳.
Customization:
Offers customizable colors for plotted lines and labels, allowing users to tailor the appearance to their preferences 🎨.
Adjustable settings for lookback periods and other parameters to fine-tune the indicator according to individual trading styles.
Automatic Timeframe Selection:
Automatically selects the most suitable timeframe for data fetching, ensuring optimal performance across different chart intervals ⏳.
Ensures compatibility with various trading strategies, whether short-term intraday or long-term positional trading.
HOW TO USE
Adding the Indicator:
Open your TradingView platform and navigate to the chart where you want to apply the indicator.
Click on the "Indicators" button at the top of the screen and search for L3 Projected Magic-9 Sequence.
Select the indicator from the list and add it to your chart.
Understanding Projections:
Once added, observe the plotted projected highs and lows on your chart.
These lines represent anticipated support and resistance levels based on complex calculations involving previous bar data.
Identifying Sequential Patterns:
Look for labels such as 5, 6, 7, 8, 9, 12, and 13 appearing on the chart.
These labels signify specific sequential patterns that often precede market reversals.
Pay special attention to labels that include arrows (e.g., 9▼, 13▲), indicating alignment with projected highs or lows.
Note the differentiation between trend and sideways phases:
During sideways swings, traditional sequences generating buy and sell signals of 9 and 13 are displayed indistinguishably from other numbers.
Breakout-generated 9 and 13 are highlighted with red and green labels for clear identification.
Combining with Other Tools:
While the L3 Projected Magic-9 Sequence offers powerful insights, it is essential to combine its signals with other technical analysis tools.
Use moving averages, volume indicators, or candlestick patterns to confirm the validity of the identified sequences before executing trades.
LIMITATIONS
Market Conditions: The indicator performs best in trending markets but may generate false signals during periods of consolidation or range-bound movement 🌐.
Complexity: Due to its reliance on specific sequential patterns, some traders might find the concept challenging to grasp initially. Thorough testing and understanding are crucial before deploying it in live trading environments.
Data Dependency: Accurate projections depend on having sufficient historical data. Insufficient data may lead to less reliable results.
NOTES
Backtesting: Before implementing the indicator in real-time trading, conduct extensive backtesting to evaluate its effectiveness under various market conditions.
Risk Management: Always adhere to proper risk management principles, even when relying on robust indicators like this one. Set stop-loss orders and position sizes accordingly to protect your capital 🛡️.
Continuous Learning: Stay updated with the latest developments and adjustments made to the indicator by following community discussions and official updates from the author.
Aesthetic RSI [AlchimistOfCrypto]🌌 Aesthetic RSI – Unveiling the Fractal Forces of Markets 🌌
Category: Momentum Indicators 📈
"The RSI oscillator, formalized through an advanced mathematical prism, reveals the underlying fractal structures of price movements. This indicator draws inspiration from quantum principles of divergence-convergence where the probability of a return to equilibrium increases proportionally to the distance from the median point. Our implementation employs sophisticated algorithmic smoothing to filter out the stochastic noise inherent in financial markets, allowing visualization of the true momentum forces according to thermodynamic entropy principles applied to trading systems."
📊 Professional Trading Application
The Aesthetic RSI is a visually stunning and mathematically refined take on the classic Relative Strength Index. With customizable settings, advanced smoothing, and eight unique visual palettes, it empowers traders to detect momentum shifts and divergences with unparalleled clarity.
⚙️ Indicator Configuration
- Length 📏
The core parameter (default: 20) that determines the calculation period.
- Lower values (8-14): Increase sensitivity for short-term trading.
- Higher values (21-34): Provide stronger signals for position trading.
- OverBought/OverSold Thresholds 🎯
Customizable boundaries (default: 75/25) to identify extreme market conditions.
- Calibrate based on asset volatility: Higher volatility assets may need wider thresholds (80/20) to reduce false signals.
- Style 🎨
Eight meticulously crafted visual palettes optimized for pattern recognition:
- Miami Vice (default): High-contrast cyan/magenta scheme for spotting divergences.
- Cyberpunk: Yellow/purple combo to highlight momentum shifts.
- Classic: Traditional green/red for conventional analysis.
- High Contrast: Maximum visual separation for traders with visual impairments.
- Specialized palettes (Forest, Ocean, Fire, Monochrome): Tailored for diverse market conditions.
- Mode Selection 🔄
- Full: Displays a complete gradient spectrum across the RSI range, emphasizing momentum transitions between 35-65.
- OverZone: Focuses on actionable extreme zones, reducing noise in ranging markets.
🚀 How to Use
1. Adjust Length ⏰: Set the period based on your trading style (short-term or long-term).
2. Fine-Tune Thresholds 🎚️: Customize overbought/oversold levels to match the asset’s volatility.
3. Select a Palette 🌈: Choose a visual style that enhances your pattern recognition.
4. Choose Mode 🔍: Use "Full" for detailed momentum analysis or "OverZone" for extreme zone focus.
5. Spot Divergences ✅: Look for price-RSI divergences to anticipate reversals.
6. Trade with Precision 🛡️: Combine with other indicators for high-probability setups.
📅 Release Notes (April 2025)
Aesthetic RSI blends quantum-inspired mathematics with artistic visualization, redefining momentum analysis. Stay tuned for future enhancements! ✨
🏷️ Tags
#Trading #TechnicalAnalysis #RSI #Momentum #Divergence #MultiTimeframe #TradingStrategy #RiskManagement #Forex #Stocks #Crypto #Bitcoin #AlgoTrading #DayTrading #SwingTrading #TheAlchimist #QuantumTrading #VisualTrading #PatternRecognition
Global M2 Liquidity [TheAlchimist]🌍 Global M2 Liquidity – Navigating the Quantum Field of Markets 🌍
Category: Macroeconomic Indicators 📊
"In quantum physics, the observer effect states that the mere act of observation changes the system being observed. Similarly, in financial markets, global liquidity acts as a quantum field that permeates all market states simultaneously. Just as Heisenberg’s uncertainty principle suggests we cannot precisely measure both position and momentum, the M2 money supply’s influence on market dynamics creates a complex web of cause and effect across multiple timeframes."
📈 Overview
The Global M2 Liquidity indicator is a powerful tool that tracks the combined M2 money supply from five major economies (US, EU, China, Japan, UK), converted to USD 💵, offering a panoramic view of global liquidity conditions. With multi-timeframe analysis and a customizable forward-shift feature, it empowers traders to anticipate market movements driven by liquidity trends.
✨ Features
- Global Coverage 🌎: Monitors M2 money supply from 5 major economic regions (US, EU, China, Japan, UK).
- Real-Time Conversion 💱: Converts all data to USD for consistent analysis.
- Multi-Timeframe Analysis ⏰: Tracks liquidity from 15-minute to weekly charts.
- Forward-Shift Capability 🔮: Aligns M2 data with future price action for predictive insights.
- Color-Coded Trends 🎨: Visualizes liquidity trends (🟢 Expansion, 🔴 Contraction).
🚀 How to Use
1. Main Line 📉: Displays total global M2 liquidity in trillions of USD.
2. Golden Moving Average ⭐: Identifies the overall trend direction.
3. Trend Colors 🟢🔴:
- Green: Liquidity expanding above the moving average (bullish for risk assets).
- Red: Liquidity contracting below the moving average (bearish signal).
4. Forward Shift ⏩: Use the shift parameter to align M2 data with price action for predictive analysis.
5. Combine with Price Action 🔍: Correlate liquidity trends with assets like Bitcoin, stocks, or forex for strategic entries/exits.
⚙️ Settings
- MA Period 📏: Length of the moving average (default: 50).
- Shift ⏳: Number of days to shift data forward (default: 60).
🏷️ Tags
#Trading #Macroeconomic #M2Liquidity #GlobalLiquidity #MoneySupply #MultiTimeframe #TrendAnalysis #PredictiveAnalysis #Forex #Stocks #Crypto #Bitcoin #RiskAssets #CentralBanks #USD #TheAlchimist #QuantumTrading #AlgoTrading #DayTrading #SwingTrading
MACD [AlchimistOfCrypto]🌠 MACD Optimized with Python – Decoding the Chaos of Markets 🌠
Category: Trend Analysis 📈
"Like the dynamic systems studied in chaos theory, financial markets appear unpredictable at first glance. Yet, as Edward Lorenz demonstrated, even in apparent chaos reside harmonious mathematical structures. The MACD (Moving Average Convergence Divergence) represents this quest for order within disorder—a mathematical formulation that extracts coherent signals from price noise. By combining moving averages of different periods, this indicator reveals hidden cycles and precise moments when market energy shifts, like a pendulum obeying the immutable laws of physics."
📊 Technical Overview
The MACD Optimized with Python is a revolutionary take on the classic Moving Average Convergence Divergence indicator. Powered by Python-driven optimizations 🐍, it adapts to specific timeframes, delivering razor-sharp signals for traders seeking to navigate the market’s chaos with precision.
⚙️ How It Works
- Python-Optimized Parameters 🔧: Unlike the standard MACD (12,26,9), our version uses mathematically tailored parameters for each timeframe:
- 1H: 11/38/27
- 4H: 9/98/27
- 1D: 45/90/29
- 1W: 9/16/3
- 2W: 5/20/5
- Intuitive Visuals 🎨:
- Crossovers marked by colored dots 🟢🔴 for clear entry/exit signals.
- Histogram with a color gradient 🌈 to show direction and momentum intensity.
- Customizable Signals 🎯: Choose to display long, short, or both signals to match your trading style.
🚀 How to Use This Indicator
1. Select Your Timeframe ⏰: Choose the timeframe aligned with your trading horizon (1H, 4H, 1D, 1W, or 2W).
2. Spot Crossovers 🔍: Watch for the MACD line (green) crossing the signal line (red) to identify potential trend changes.
3. Confirm with Divergence ✅: Combine crossovers with price-MACD divergence for high-probability trend reversal signals.
📅 Release Notes
Unlock the hidden order of markets with this Python-optimized MACD. Stay tuned for future enhancements! ✨
🏷️ Tags
#Trading #TechnicalAnalysis #MACD #TrendAnalysis #Python #MultiTimeframe #Divergence #Momentum #TradingStrategy #RiskManagement #Forex #Stocks #Crypto #ChaosTheory #OptimizedTrading
MarketTrend [AlchimistOfCrypto]🌌 MarketTrend – Unveil the Cosmic Harmony of Markets 🌌
"What we call 'trend' is merely an illusion of our limited perception of the space-time continuum of markets. Pivots are points of singularity where potential energy ⚡️ transforms into kinetic energy 🚀. The fourth dimension isn’t just time—it’s the simultaneous awareness of all temporal states. By observing mathematical laws across time scales, we unlock the secrets of the cosmic harmony of markets."
📊 Technical Overview
MarketTrend is a multi-timeframe trend analysis powerhouse 🔥 that tracks market direction across six timeframes simultaneously. It pinpoints pivot points 📍 to classify trends as bullish 🐂, bearish 🐻, or neutral ⚖️, presenting results in a sleek, easy-to-read table.
⚙️ How It Works
- The algorithm scans for pivot highs and pivot lows using a 20-bar lookback period 🔍.
- Bullish Trend 🟢: Price breaks above a previous pivot high.
- Bearish Trend 🔴: Price drops below a previous pivot low.
- Neutral Zone 🟡: Price consolidates until a breakout sparks a new trend.
🚀 How to Use This Indicator
1. Master Multi-Timeframe Analysis 🌍: Spot trend alignment across timeframes for a holistic view.
2. Seek Confluence ✅: Stronger signals emerge when multiple timeframes align.
3. Time Your Entries ⏰: Enter trades when shorter timeframes sync with larger ones for maximum precision.
4. Manage Risk 🛡️: Avoid countertrend trades when timeframes show unified direction.
Change of Character FanChange of Character Fan
Overview
The Change of Character Fan is designed to help traders detect shifts (changes of character) in market direction and sentiment before they become fully visible through traditional candlestick analysis. Instead of relying solely on the shape or close of candlesticks, this indicator offers a direct, real-time look at the internal price action occurring within a single bar. This visibility into intrabar dynamics can potentially allow traders to enter or exit trades earlier, minimize false signals, and reduce their dependence on multiple lower-timeframe charts.
How it Works:
The indicator plots a "fan" consisting of five distinct slope lines within the current bar. Each line represents the internal trend of price movement based on user-defined lower timeframe data intervals.
By default, these intervals are set to 3, 5, 8, 13, and 21 samples from 1-second timeframe data.
Each line only appears when it has collected the minimum required number of intrabar data points.
The fan lines use a progressive opacity scale (lighter to darker), visually highlighting the confidence level or probability of directional continuation within the current bar.
At the open of every new bar, the fan disappears completely and gradually reappears as new data is gathered, ensuring clarity and eliminating outdated signals.
Understanding the Mathematics: Linear Regression Model
This indicator is built around the concept of a linear regression model. Linear regression is a statistical technique used to model and analyze relationships between variables—in this case, time (independent variable) and price (dependent variable).
How Linear Regression Works:
Linear regression fits a straight line (called a "line of best fit") through a set of data points, minimizing the overall distance between each point and the line itself.
Mathematically, this is achieved by minimizing the squared differences (errors) between the observed values (actual prices) and the predicted values (prices on the line).
The linear model used here can be expressed in the form:
y = mx + b
where:
𝑦
y is the predicted price,
𝑥
x represents time (each data sample interval),
𝑚
m is the slope of the line, representing the direction and velocity of the trend,
𝑏
b is the intercept (the theoretical price when x=0).
Why a Linear Model is Beneficial in this Indicator:
Simplicity and Reliability: Linear regression is simple, robust, and widely accepted as a baseline predictive model. It requires minimal computational resources, providing instant updates in real-time trading conditions.
Immediate Directional Feedback: The slope derived from linear regression immediately communicates the directional tendency of recent price action. A positive slope indicates upward pressure, and a negative slope signals downward pressure.
Noise Reduction: Even when price fluctuations are noisy or erratic, linear regression summarizes overall direction clearly, making it easier to detect genuine directional shifts (change of character) rather than random price noise.
Intrabar Analysis: Traditional candlestick analysis relies on fully formed candles, potentially delaying signals. By using linear regression on very short-term (intrabar) data, traders can detect shifts in momentum more quickly, providing an earlier signal than conventional candle patterns alone.
Practical Application:
This indicator helps traders to visually identify:
Early Trend Reversals: Intrabar analysis reveals momentum shifts potentially signaling reversals before they become obvious on conventional candles.
Momentum Continuations: Confidence is gained when all lines in the fan are clearly pointing in the same direction, indicating strong intrabar conviction.
Reduced False Signals: Traditional candlestick signals (e.g., hammer candles) sometimes produce false signals due to intrabar noise. By looking directly into intrabar dynamics, traders gain better context on whether candle patterns reflect genuine directional change or merely noise.
Important Requirements and Recommendations:
Subscription Requirements:
A TradingView subscription that supports sub-minute data (e.g., 1-second or 5-second resolution) is strongly recommended.
If your subscription doesn't include this data granularity, you must use a 1-minute lower timeframe, significantly reducing responsiveness. In this scenario, it's best suited for a 15-minute or higher chart, adjusting intervals to shorter periods.
Live Data Essential:
Real-time market data subscription is essential for the accuracy and effectiveness of this indicator.
Using delayed data reduces responsiveness and weakens the indicator's primary advantage.
Recommended Settings for Different Chart Timeframes:
1-minute chart: Use 1-second lower timeframe intervals (default intervals: 3, 5, 8, 13, 21).
5-minute chart: Adjust to a 5- or 10-second lower timeframe, possibly reducing intervals to shorter periods (e.g., 3, 5, 8, 10, 12).
15-minute or higher charts: Adjust lower timeframe to 1-minute if granular data is unavailable, with reduced interval lengths to maintain responsiveness.
Conclusion:
The Change of Character Fan empowers traders with early insight into directional shifts within each candle, significantly enhancing reaction speed, signal accuracy, and reducing dependency on multiple charts. Built on robust linear regression mathematics, it combines clarity, responsiveness, and ease-of-use in a powerful intrabar analysis tool.
Trade smarter, see sooner, and react faster.
Trading Sessions [BigBeluga]
This indicator brings Smart Money Concept (ICT) session logic to life by plotting key global trading sessions with volume and delta analytics. It not only highlights session ranges but also tracks their midpoints — which often act as intraday support/resistance levels.
🔵 KEY FEATURES
Visual session boxes: Plots boxes for Tokyo, London, New York, and Sydney sessions based on user-defined UTC+0 time ranges.
Volume & delta metrics: Displays total volume and delta volume (buy–sell difference) within each session.
Mid, High & Low Range Extension: Once a session ends, the high, low, and midpoint levels automatically extend — ideal for detecting SR zones.
Session labels: Each box includes a label with session name, time, volume, and delta for quick reference.
Custom session control: Enable or disable sessions individually and configure start/end times.
Clean aesthetics: Transparent shaded boxes with subtle borders make it easy to overlay without clutter.
Sessions Dashboard: Shows the time range of each session and tells you whether the session is currently active.
🔵 USAGE
Enable the sessions you want to monitor (e.g., New York or Tokyo) from the settings.
Use session volume and delta values to gauge the strength and direction of institutional activity.
Watch for price interaction with the extended range — it often acts as dynamic support/resistance after the session ends.
Overlay it with liquidity tools or breaker blocks for intraday strategy alignment.
🔵 EXAMPLES
Extended Future Range acted as resistance/support.
Delta value helped confirm bullish pressure during New York open.
Multiple sessions helped identify kill zone overlaps and high-volume turns.
Trading Sessions is more than just a visual scheduler — it's a precision tool for traders who align with session-based volume dynamics and ICT methodology. Use it to define high-probability zones, confirm volume shifts, and read deeper into the true intent behind market structure.
Bijnor Pivot ExtendedOverview: The Bijnor Pivot Extended (BP+) indicator is a powerful visual tool designed to help traders identify key price levels using Fibonacci-based pivots. It dynamically plots Support and Resistance levels based on your chosen timeframe (Daily, Weekly, or Monthly) and displays them only for the current session, reducing chart clutter and improving focus.
🔧 Features:
📆 Pivot Timeframe Selection: Choose between Daily, Weekly, or Monthly pivots.
🎯 Fibonacci Pivot Levels:
Central Pivot (P)
Resistance: R1, R2, R3, R4 (Extended)
Support: S1, S2, S3, S4 (Extended)
🎨 Full Customization:
Toggle labels and prices on/off
Position labels to the left or right
Change line width and individual colors for pivot, support, and resistance lines
🧠 Smart Line Plotting:
Lines are drawn only during the selected session, keeping your chart clean
🕹️ Max Performance: Optimized to stay lightweight with max_lines_count and max_labels_count set to 500
🧭 How to Use It:
Use this indicator to:
Plan entries and exits around key Fibonacci pivot zones
Identify overbought/oversold zones at R3/R4 and S3/S4
Enhance your intraday, swing, or positional trading setups
Combine with price action, candlestick patterns, or volume for maximum edge.
✅ Bonus:
This script is ideal for traders looking for a minimalist yet powerful pivot framework, with extended levels for breakout or reversal scenarios.
Multi Timeframe Altered Money Flow Index by CoffeeShopCryptoMoney Flow Index is a long used tool in trading markets, understanding to where money is moving and most importantly when its going there.
One of the biggest challenges was the when part. Because seeing it on your current trading chart timeframe is easy but it gets difficult if youre attempting a top-down-analysis of market structure vs price performance.
The new formula presented by @CoffeeshopCrypto is a key solution to this timeframe analysis issue. Seems like I may have solved the "glitch-In-The-Matrix".
The issue was always setting a secondary MFI on your chart and telling the system you wanted to watch the 1 hour MFI from a 5 minute chart.
To do this you need to wait for 12 candles to close on your 5 minute chart before you can get a 1hour MFI value. The move may have already happend and you may be too late. If there was only a better faster way to see the changing values of the High Timeframe Money Flow Index in real time without changing chart times and losing place......oh wait.....there is one now!
This tool allows you to tell it what timeframe you are looking at,
and what you want to compare it to.
It runs the calculation in the background automatically to give you the real time values of your High Timeframe chart setting on the chart you are looking at.
How to trade Long
When both the LFT and HTF Money flow cross above ZERO, they are both in uptrend
How to trade Short
When both the LFT and HTF Money flow cross below ZERO, they are both in downtrend
What happens when Low timeframe is inside the high timeframe:
If High timeframe MFI is below zero but the LFT MFI is above it and still below zero, you have lost your short term downtrend. The opposite is true when the high timeframe MFI is above zero.
A strong constant comparative trend is when your low timeframe MFI is leading your High timeframe MFI.
Personal Settings:
In my usage, i find it best to multiply my trading chart timeframe by 3 and use that number as my high timeframe MFI setting
This works on ANY chart time you want. For example you are not locked to the standard built TradingView chart times.
If you trade on a 7 minute timeframe, you can set your HTF to 21.
7 * 3 = 21
cd_full_poi_CxOverview
This indicator tracks the price in 16 different time frames (optional) in order to answer the question of where the current price has reacted or will react.
It appears on the chart and in the report table when the price approaches or touches the fvg or mitigations (order block / supply-demand), the rules of which will be explained below.
In summary, it follows the fvg and mitigations in the higher timeframe than the lower timeframe.
Many traders see fvg or mitigates as an point of interest and see the high, low swept in those zones as a trading opportunity. Key levels, Session high/lows and Equal high and lows also point of interest.
If we summarise the description of the point of interest ;
1- Fair value gaps (FVG) (16 time frames)
2- Mitigation zones (16 time frames)
3- Previous week, day, H4, H1 high and low levels
4- Sessions zones (Asia, London and New York)
5- Equal high and low levels are in indicator display.
Details:
1- Fair Value Gaps : It is simply described as a price gap and consists of a series of 3 candles. The reaction of the price to the gap between the 1st and 3rd candle wicks is observed.
The indicator offers 3 options for marking. These are :
1-1- ‘Colours are unimportant’: candle colours are not considered for marking. Fvg formation is sufficient.(Classical)
1-2- ‘First candle opposite colour’ : when a price gap occurs, the first candle of a series of 3 candles must be opposite.
For bullish fvg : bearish - bullish - free
For Bearish fvg : bullish - bearish - free
1-3- ‘All same colour’ : all candles in a series of 3 candles must be the same direction.
For bullish fvg: bullish - bullish - bullish
For bearish fvg : bearish - bearish – bearish
Examples:
2- Mitigation zones: Opposite candles with a fvg in front of them or candles higher/lower than the previous and next candle and with the same colour as the fvg series are marked.
Examples :
3- Previous week, day, H4, H1 high and low levels
4- Sessions regions (Asia, London and New York)
5- Equal high and low levels:
Annotation: Many traders want to see a liquidity grab on the poi, then try to enter the trade with the appropriate method.
Among the indicators, there is also the indication of grabs/swepts that occur at swing points. It is also indicated when the area previously marked as equal high/low is violated (grab).
At the end, sample setups will be shown to give an idea about the use of the indicator.
Settings:
- The options to be displayed from the menu are selected by ticking.
- 1m, 2m, 3m, 5m, 5m, 10m, 15m, 30m, h1, h4, h4, h6, h8, h12, daily, weekly, monthly and quarterly, 16 time zones in total can be displayed.
- The ‘Collapse when the price touches mitigate’ tab controls whether to collapse the box as the price moves into the inner region of the mitigate. If not selected, the size of the mitigate does not change.
- ‘Approach limit =(ATR / n)’ tab controls how close the price is to the fvg or mitigate. Instant ATR(10) value is calculated by dividing by the entered ‘n’ value.
- All boxes and lines are automatically removed from the screen when the beyond is closed.
- Colour selections, table, text features are controlled from the menu.
- Sessions hours are set as standard hours, the user can select special time zones. Timezone is set to GMT-4.
- On the candle when the price touches fvg or mitigate, the timeframe information of the POI is shown in the report table together with the graphical representation.
The benefits and differences :
1- We can evaluate the factors we use for setup together.
2- We are aware of what awaits us in the high time frame in the following candles.
3- It offers the user the opportunity to be selective with different candle selection options in fvg selection.
4- Mitige areas are actually unmitige areas because they have a price gap in front of them. The market likes to retest these areas.
5- Equal high/low zones are the levels that the price creates to accumulate liquidity or fails to go beyond (especially during high volume hours). Failure or crossing of the level may give a reversal or continuation prediction.
Sample setup 1:
Sample setup 2:
Sample setup 3:
Cheerful trades…
Enjoy…
Opening Price Levels (by Period)This indicator draws clean horizontal lines at the opening prices of key time periods: Year, Quarter, Month, Week, and Day.
Each line is plotted only within its own time range, so there's no visual clutter or vertical jumps between periods.
Perfect for traders who want to:
Identify and react to institutional levels.
Track price behavior relative to major opens.
Keep charts clean and easy to read.
Features:
✅ Toggle visibility for each period (Year, Quarter, Month, Week, Day).
🎯 Accurate open levels, aligned with your chart's timeframe and session settings.
✨ Clean segments — each line only spans its original period.
Triple StochasticTriple Stochastic Elasticity Indicator
This custom indicator leverages the power of multi-timeframe analysis by combining three Stochastic Oscillators across different timeframes to identify potential trade entries based on elasticity and divergence between momentum curves.
📊 How It Works:
The indicator plots Stochastic values from three timeframes (e.g., 5m, 15m, and 1h), allowing you to observe how momentum behaves at different scales.
It highlights moments of elasticity—where the Stochastics stretch apart and then begin to converge—potentially signaling a reversion opportunity or trend continuation.
By identifying these stretches and snapbacks in momentum alignment, you can better time your entries and exits with improved confidence.
🔍 Use Case:
Look for divergence or convergence between the Stochastics.
Ideal for trend-following entries, pullback setups, and momentum reversal spotting.
Works best when combined with price action, S/R zones, or volume confirmation.
🛠 Customization:
Timeframes for each Stochastic are fully customizable.
Options to tweak %K, %D, and smoothing values to fit your strategy.
I recommend to remove the D%
And set the following settings
5 : 3 : 3
14 : 3 : 3
56 : 12 :12
Visual alerts can be added for when certain conditions are met (e.g., all three Stochs cross overbought/oversold levels).
Liquidity Sweep with EMAThis Pine Script indicator helps traders identify potential market reversals based on liquidity sweeps, where the price moves through the previous candle's low or high and then closes above or below the previous candle's wick. These are often seen as significant market moves or liquidity grabs before a potential reversal or continuation.
The indicator is also equipped with an EMA (Exponential Moving Average) as an optional visual aid to give traders a sense of the prevailing trend, though it is not used as part of the signal generation logic.
Key Features:
Liquidity Sweep Detection:
Bullish Sweep: Triggered when the current candle sweeps below the low of the previous candle and then closes above the high of the previous candle. This indicates a potential market reversal to the upside after the liquidity sweep.
Bearish Sweep: Triggered when the current candle sweeps above the high of the previous candle and then closes below the low of the previous candle. This indicates a potential market reversal to the downside after the liquidity sweep.
EMA:
The EMA (50) is plotted on the chart for visual trend guidance. While it is not used to confirm the signals, it can help traders see if the market is in a general uptrend or downtrend.
Signal Presentation:
Buy Signal: The indicator will plot a green upward arrow below the candle when a bullish liquidity sweep is detected.
Sell Signal: The indicator will plot a red downward arrow above the candle when a bearish liquidity sweep is detected.
Timeframe Filter:
The indicator only generates signals on the following timeframes: 30-minute, 1-hour, 4-hour, and Daily. This helps to ensure the sweeps are significant and likely to result in meaningful price moves.
Alerts:
Alerts can be set up for both bullish and bearish sweep signals, so traders can be notified when these events occur.
Customizable:
EMA Length: The length of the Exponential Moving Average (EMA) can be adjusted. By default, it is set to 50, but you can modify this to fit your trading strategy.
Show EMA Option: You can toggle whether or not to display the EMA line on the chart.
How It Works:
The indicator looks for price action patterns where the current candle sweeps through the high or low of the previous candle and closes beyond the previous wick.
These patterns are often seen as potential traps, where the price initially moves in one direction (sweeping the liquidity) and then quickly reverses, making them important for traders who want to catch reversals or breakouts after a liquidity sweep.
The EMA (50) gives a general trend direction but doesn't directly affect the trade signals. It serves as a visual reference for trend analysis.
Potential Use Cases:
Reversal Trading: Traders can use this indicator to catch reversals after a liquidity sweep. The green upward arrows may indicate a bullish reversal, while the red downward arrows may indicate a bearish reversal.
Trend Trading: The EMA can help traders gauge the overall market trend. If the price is above the EMA, the market may be in an uptrend, and traders may focus on bullish sweeps. Conversely, if the price is below the EMA, the market may be in a downtrend, and traders may focus on bearish sweeps.
Confirmation with Other Indicators: Although the EMA is not used to confirm signals in this script, it can be combined with other indicators (like RSI, Volume, or MACD) to enhance the accuracy of your trades.
Final Thoughts:
This script is designed to identify liquidity sweeps and price reversals based on price action alone, without relying on complex indicators. The optional EMA serves as a helpful tool for understanding the overall market trend. It’s ideal for traders looking to spot potential reversal points after significant price sweeps and is suitable for multiple timeframes (30m, 1h, 4h, Daily).
You can use this description to help potential users understand the functionality of your indicator when publishing it on TradingView or selling it as an invite-only script. Let me know if you need any adjustments or further details!
GranDoc - Week, Day, Month, and Session Separator5Indicator Name: GranDoc's - Week, Day, Month, and Session Separator
Version: Pine Script v5
Author: Jonpaul Nnamdi Opara (GranDoc )
Description
The "GranDoc - Week, Day, Month, and Session Separator" is a highly customizable TradingView indicator designed to enhance chart analysis by visually marking critical time-based transitions. Developed by Jonpaul Nnamdi Opara, this tool plots vertical lines with labels or background highlights to denote the start and end of weeks, days, months, and major trading sessions (Frankfurt, London, NY Morning, NY Afternoon, Sydney, and Tokyo). Traders can tailor colors, line styles, widths, transparency, and session times to align with their strategies and timezones.
Ideal for forex, stocks, futures, and crypto traders, this indicator simplifies the identification of key market periods—such as session openings/closings or new weeks—that often signal increased volatility or trend shifts. It’s optimized for intraday timeframes for session separators but supports all timeframes for week, day, and month markers, making it a versatile addition to any trader’s toolkit.
Features
Week Separators: Marks Monday starts with customizable lines and "Week Start" labels.
Day Separators: Highlights daily openings with lines and "Day Start" labels.
Month Separators: Indicates new months with lines and "Month Start" labels.
Session Separators: Plots lines and labels for major trading sessions’ start and end:
Frankfurt (default: 07:00–15:00 UTC)
London (default: 08:00–16:00 UTC)
NY Morning (default: 13:00–16:00 UTC)
NY Afternoon (default: 16:00–21:00 UTC)
Sydney (default: 22:00–06:00 UTC)
Tokyo (default: 00:00–08:00 UTC)
Timezone Support: Adjusts session times with a UTC offset (±12 hours).
Display Flexibility : Toggle between labeled vertical lines or background highlights.
Customization: Fine-tune colors, line styles (solid, dashed, dotted), widths, and transparency.
Background Mode: Highlights periods with translucent backgrounds for cleaner charts.
[ i]Labeled Lines: Each line includes descriptive labels (e.g., "London Open", "Tokyo Closed") when not in background mode.
How to Use
Add to Chart:
Copy the script into TradingView’s Pine Editor.
Click "Add to Chart" to apply the indicator.
Customize Settings:
Open settings via double-click or the "Settings" gear icon.
Timezone Offset: Set your UTC offset (e.g., -5 for EST) to align sessions.
Toggles: Enable/disable week, day, month, or session separators.
Appearance: Adjust colors, line styles, widths, and transparency for each separator.
Session Times: Modify start/end hours and minutes if defaults don’t suit your market.
Background Mode: Enable "Show as Background" for colored backgrounds instead of lines, and tweak "Session Background Transparency."
Labels: Labeled lines (e.g., "Sydney Open") appear automatically unless background mode is active.
Chart Compatibility:
Session separators require intraday timeframes (e.g., 1-minute to 4-hour).
Week, day, and month separators work across all timeframes.
Confirm your chart’s timezone aligns with your analysis.
Analyze:
Use separators to pinpoint session transitions, daily openings, or weekly shifts for trade planning.
Labels make it easy to spot key periods on busy charts.
Pair with indicators like RSI, volume, or support/resistance for deeper insights.
Example Use Cases
Forex Trading: Highlight London and NY session opens/closes for high-liquidity entries.
Day Trading: Reset strategies at daily separators and monitor intraday volatility.
Swing Trading: Use week/month separators to track longer-term trends.
Session Focus: Isolate sessions like Tokyo for regional market analysis.
Chart Clarity: Background mode declutters charts while marking key times.
Notes
Session separators are disabled on daily+ timeframes to prevent clutter.
Verify timezone offset for accurate session alignment.
Background mode suits lower timeframes for readability.
Labels are visible only when background mode is disabled.
Feedback
Share your thoughts or suggestions to make this indicator even better! Reach out via TradingView or connect with the author for insights. Happy trading!
About the Author
Dr. Jonpaul Nnamdi Opara, a PhD graduate from Ehime University, Japan, is a researcher and developer specializing in AI and machine learning. His work on automated landslide mapping and defect detection, published in journals like GEOMATE, showcases his precision-driven approach. With the "GranDoc" indicator, Jonpaul brings intuitive, data-driven clarity to financial markets, reflecting his expertise in creating impactful tools.
PRIME 2.0PRIME 2.0 — Precision Entry Tool
PRIME 2.0 is a smart price action-based indicator designed for intraday traders who want to catch high-probability moves during the London session. It uses a combination of market structure shifts (CHOCH – Change of Character) and session-based timing to identify potential entries.
🔍 Key Features:
Session-Based Logic: Activates after the London market opens, filtering noise from other sessions.
CHOCH Detection: Spots shifts in market structure by identifying crossover and crossunder of candle highs/lows.
Visual Entry Points: Plots real-time entry points based on structure change.
🧠 Who Is It For?
Scalpers and day traders
Traders who follow Smart Money Concepts (SMC)
Anyone looking to improve entry precision without clutter
⚠️ Disclaimer:
This indicator does not generate buy/sell signals or exit points. It is meant to be used as a tool within a broader trading strategy. Combine it with your own risk management and market knowledge for best results
