z-score-calkusi-v1.143z-scores incorporate the moment of N look-back bars to allow future price projection.
z-score = (X - mean)/std.deviation ; X = close
z-scores update with each new close print and with each new bar. Each new bar augments the mean and std.deviation for the N bars considered. The old Nth bar falls away from consideration with each new historical bar.
The indicator allows two other options for X: RSI or Moving Average.
NOTE: While trading use the "price" option only.
The other two options are provided for visualisation of RSI and Moving Average as z-score curves.
Use z-scores to identify tops and bottoms in the future as well as intermediate intersections through which a z-score will pass through with each new close and each new bar.
Draw lines from peaks and troughs in the past through intermediate peaks and troughs to identify projected intersections in the future. The most likely intersections are those that are formed from a line that comes from a peak in the past and another line that comes from a trough in the past. Try getting at least two lines from historical peaks and two lines from historical troughs to pass through a future intersection.
Compute the target intersection price in the future by clicking on the z-score indicator header to see a drag-able horizontal line to drag over the intersection. The target price is the last value displayed in the indicator's status bar after the closing price.
When the indicator header is clicked, a white horizontal drag-able line will appear to allow dragging the line over an intersection that has been drawn on the indicator for a future z-score projection and the associated future closing price.
With each new bar that appears, it is necessary to repeat the procedure of clicking the z-score indicator header to be able to drag the drag-able horizontal line to see the new target price for the selected intersection. The projected price will be different from the current close price providing a price arbitrage in time.
New intermediate peaks and troughs that appear require new lines be drawn from the past through the new intermediate peak to find a new intersection in the future and a new projected price. Since z-score curves are sort of cyclical in nature, it is possible to see where one has to locate a future intersection by drawing lines from past peaks and troughs.
Do not get fixated on any one projected price as the market decides which projected price will be realised. All prospective targets should be manually updated with each new bar.
When the z-score plot moves outside a channel comprised of lines that are drawn from the past, be ready to adjust to new market conditions.
z-score plots that move above the zero line indicate price action that is either rising or ranging. Similarly, z-score plots that move below the zero line indicate price action that is either falling or ranging. Be ready to adjust to new market conditions when z-scores move back and forth across the zero line.
A bar with highest absolute z-score for a cycle screams "reversal approaching" and is followed by a bar with a lower absolute z-score where close price tops and bottoms are realised. This can occur either on the next bar or a few bars later.
The indicator also displays the required N for a Normal(0,1) distribution that can be set for finer granularity for the z-score curve.This works with the Confidence Interval (CI) z-score setting. The default z-score is 1.96 for 95% CI.
Common Confidence Interval z-scores to find N for Normal(0,1) with a Margin of Error (MOE) of 1:
70% 1.036
75% 1.150
80% 1.282
85% 1.440
90% 1.645
95% 1.960
98% 2.326
99% 2.576
99.5% 2.807
99.9% 3.291
99.99% 3.891
99.999% 4.417
9-Jun-2025
Added a feature to display price projection labels at z-score levels 3, 2, 1, 0, -1, -2, 3.
This provides a range for prices available at the current time to help decide whether it is worth entering a trade. If the range of prices from say z=|2| to z=|1| is too narrow, then a trade at the current time may not be worth the risk.
Added plot for z-score moving average.
28-Jun-2025
Added Settings option for # of Std.Deviation level Price Labels to display. The default is 3. Min is 2. Max is 6.
This feature allows likelihood assessment for Fibonacci price projections from higher time frames at lower time frames. A Fibonacci price projection that falls outside |3.x| Std.Deviations is not likely.
Added Settings option for Chart Bar Count and Target Label Offset to allow placement of price labels for the standard z-score levels to the right of the window so that these are still visible in the window.
Target Label Offset allows adjustment of placement of Target Price Label in cases when the Target Price Label is either obscured by the price labels for the standard z-score levels or is too far right to be visible in the window.
9-Jul-2025
z-score 1.142 updates:
Displays in the status line before the close price the range for the selected Std. Deviation levels specified in Settings and |z-zMa|.
When |z-zMa| > |avg(z-zMa)| and zMa rising, |z-zMa| and zMa displays in aqua.
When |z-zMa| > |avg(z-zMa)| and zMa falling, |z-zMa| and zMa displays in red.
When |z-zMa| <= |avg(z-zMa)|, z and zMa display in gray.
z usually crosses over zMa when zMa is gray but not always. So if cross-over occurs when zMa is not gray, it implies a strong move in progress.
Practice makes perfect.
Use this indicator at your own risk
週期
Z-Score Multi-Model ClusteringA price/volume clustering framework combining three market behavior models into a single indicator. Designed to help identify emerging trend strength, turning points, and volatility-driven entries or exits.
🔍 How It Works
This indicator classifies market states by comparing normalized price/volume behavior (via Z-Score) to different types of statistical or geometric "cluster centers." You can choose from three clustering approaches:
🧠 Clustering Models
1. Percentile (Z+CVD) – Trend Momentum Bias
Uses volume Z-Score + Cumulative Volume Delta (CVD).
Detects institutional pressure by clustering volume surges with directional delta.
Best for: Breakouts, momentum trades, volume-led reversals.
Cluster Colors:
🔹 Green triangle = Strong bullish confluence
🔻 Red triangle = Bearish divergence (bull trap risk)
⚪ Gray = Neutral/low conviction
2. Euclidean (Z+Slope) – Swing Mean-Reversion
Measures the angle of recent Z-score slope and compares it to directional cluster centers.
Helps detect early directional shifts or exhaustion.
Best for: Swing entries, pullback setups, exit timing
3. Hilbert Phase – Turn Detection via Signal Phase
Applies Hilbert Transform to the Z-Score, measuring the phase difference between trend and oscillator components.
Ideal for anticipating turns or detecting cyclical inflection points.
Useful for: Scalping, top/bottom spotting, volatility fades
✅ Features
Auto-updating cluster logic based on current data
Tooltips and clean user interface
Optional cluster bar coloring (can be toggled off)
Signal-only plotting keeps candlesticks readable
Clear entry/exit logic with triangle markers
Supports trend, swing, and oscillation-based systems
🛠️ Suggested Use Cases
Combine with VWAP, Session High/Low, or Liquidity Zones to confirm entry conditions.
Use Cluster 2 (strong bullish) on pullbacks to trend structure for add-on entries.
Use Cluster 1 in strong trends to watch for potential traps or exits.
Toggle models based on your strategy: e.g., Hilbert for scalping, Percentile for macro trend breaks.
🧪 Best Timeframes
Works across all markets and timeframes
For Percentile (Z+CVD), use intraday TF with 1m–5m CVD source
Hilbert and Euclidean preferred on 5m–1h for accurate slope/phase signals
⚠️ Notes
Clusters do not generate trade signals alone; use them in context with structure, VWAP, or trend filters.
Marker signals are filtered with a magnitude threshold to reduce noise.
ICT Time CaptureICT 8am High/Low + 9am Capture (NY Time) — Fixed 1H
This indicator marks the High and Low of the 8am candle on the 1-hour timeframe fixed to New York time (America/New_York timezone). It also draws a line for the 9am candle open and indicates if the 9am candle “captured” (broke above or below) the 8am High or Low.
Key Features:
Always uses 1-hour data fixed on New York timezone, regardless of the chart’s current timeframe.
Draws horizontal lines for the 8am High and Low, with configurable colors, styles (solid/dashed), thickness, and extension length.
Draws a horizontal line for the 9am open price with customizable style.
Shows labels with price values explaining the lines.
Shows a capture label when the 9am candle breaks above the 8am high or below the 8am low.
Allows full customization of label text colors, line colors, line styles, thickness, and label distances from line start.
How to use:
Use this indicator to monitor key ICT timeframes (8am and 9am NY time) for intraday price action clues.
The capture labels help identify when price breaks key levels from the 8am candle during the 9am candle.
The configurable style options let you customize the indicator to your chart style.
TrendZoneTrendZone - Fibonacci Trendline Indicator
TrendZone is a custom Pine Script indicator that automatically draws fibonacci-based trendlines between key pivot points on your chart.
Key Features:
3 Pivot Points: Set start point, major pivot (reversal), and end point
Dual Trendlines: First trendline (Point 1 → 2) and second trendline (Point 2 → 3)
Fibonacci Levels: Automatically draws 25%, 50%, and 100% fibonacci levels for each trendline
Auto Trend Detection: Automatically identifies bullish/bearish trends and adjusts colors accordingly
Customizable: Full control over colors, line styles, and widths for each fibonacci level
How it Works:
The indicator uses your selected pivot points to create two connected trendline systems. Point 2 serves as the major pivot where the first trend ends and the reversal begins. Each trendline system includes fibonacci retracement levels that extend to the right, helping identify potential support/resistance zones.
Use Cases:
Identifying trend reversals at key pivot points
Finding potential support/resistance levels using fibonacci projections
Visualizing market structure changes between different time periods
Planning entries/exits based on fibonacci trendline interactions
Perfect for traders who use fibonacci analysis combined with trend structure to identify high-probability trading zones.
Global Liquidity vs BitcoinGlobal liquidity vs Bitcoin/dollar, per Grok. This combines M2 with US credit data - reverse repos, Fed assets, etc. My aim was to approximate Raoul Pal's Global Liquidty indicator from inside his GMI membership. That membership is probably beyond my skillset, but an indicator like this is useful as it close-to-mirrors Bitcoin price.
SessionsLondon, US , ASIA open sessions
Use this indicator to highlight Above time zones to analyse trading opportunity during those sessions
YM Round Numbers & Quarters (Toggle Edition)Traders often use whole numbers as psychological levels of support and resistance.
For example, 500 might be a support level, while 1000 could be a target or ceiling price where you take profit.
Closed CRT Rejection in LON/NY Kill-ZonesThis is a Timed CRT Indicator for lazy markups without lifting a finger.
YM Round Numbers & Quarters (Toggle Edition)This depicts whole numbers that helps me psychological levels
1H & 2H Candle Panel + Daily Grid v1.2Indicator: "1H & 2H Candle Panel + Daily Grid v1.2"
This powerful indicator combines two key features into one tool:
Daily Grid anchored to the previous day’s close
Multi-Timeframe Candle Panel for comprehensive market analysis
1. Daily Grid Logic
Input:
Grid Distance (Points): Adjustable spacing between grid lines (default: 5.0 pts).
How It Works:
Detects the start of a new trading day using ta.change(time("D")).
Fetches the prior day’s close via request.security().
Draws the following elements at each new session:
Thick Red Line: Previous day’s closing price (key reference level).
8-Point Grid:
4 blue lines above the close (+1x to +4x the grid distance).
4 gold lines below the close (-1x to -4x the grid distance).
Info Label: Displays the exact prior close value.
Automatically clears and redraws all elements daily to avoid clutter.
2. Multi-Timeframe Candle Panel
Timeframes Analyzed:
Current chart TF, 30M, 1H, 2H, 3H, 4H, 6H, 12H, and Daily (1D).
Data Displayed per TF:
Open, Close, High, Low
Price Difference (Close − Open)
Candle Type (Bullish/Bearish)
Time remaining until candle close (hh:mm:ss format)
Visual Output:
A right-aligned table with conditional coloring:
Bullish candles: Green background
Bearish candles: Red background
Current timeframe highlighted in purple.
Optimized Updates:
Uses request.security() for efficient cross-TF data fetching.
Tracks candle closing times via TradingView’s native time_close.
Updates only on the last bar or in real-time (barstate.islast/isrealtime).
3. Confluence Signals
Full Confluence:
Triggers when all timeframes align:
Buy Signal: All candles bullish → Green arrow + alert.
Sell Signal: All candles bearish → Red arrow + alert.
1H Special Confluence:
Activates 30 minutes after the 1H candle opens.
Requires alignment between 1H, 4H, and 6H candles.
Marks entries with price-level arrows (no alerts).
4. Technical Optimizations
Performance:
Dynamically manages graphic objects (no redundant redrawing).
Uses arrays to track grid lines efficiently.
Precision:
Leverages TradingView’s time_close for accurate countdowns.
Formats prices with format.mintick for asset-specific precision.
How to Use
Adjust Grid Distance based on asset volatility.
Monitor the panel for multi-TF trend strength.
Use the daily grid as support/resistance reference.
Confluence signals highlight high-probability setups.
Pro Tip: Combine with volume analysis or RSI for confirmation!
MAGGIFX - Timings🧲 Maggifx Sessions Indicator
The Maggifx Indicator is designed for intraday traders seeking precision and visual clarity when navigating the market’s main sessions. Built upon the Market Magnetism Theorem, it automatically highlights key time zones — Asia, London, and New York — to help identify imbalances, manipulations, and high-probability entries.
✅ Key Features:
📦 Custom session boxes for Asia, London, and New York.
🔀 Adjustable time zone setting (default: UTC-3).
🧭 Highlights the Asian range midpoint — essential for forecasting directional shifts.
📈 Auto-extension of Asian highs and lows to assess breakouts or liquidity grabs.
🧊 Strategic micro-blocks (5:30, 7:30, 12:00) to mark potential polarity shifts.
🎯 Visual marker for the daily starting point.
🎨 Fully customizable colors and styles, matching any chart layout.
🎓 Perfect for:
Traders of XAUUSD, NASDAQ, SP500, US30, EURUSD, and GBPUSD.
Strategies based on liquidity, inducements, and reaction to key zones.
Anyone using the Maggifx Methodology or working with Session Timing.
Let me know if you want a shorter, punchier version for Instagram or a tech-spec bullet sheet for advanced users.
KHUSHI VERMA DEHRI ON SONEKhushi Verma Dehri On Sone - ZigZag Buy/Sell with Volume Pressure & Stop Loss
This indicator combines ZigZag-based Buy/Sell signals, dynamic stop-loss levels, and a Volume Pressure histogram to provide a powerful visual trading tool.
🔍 Key Features:
ZigZag Buy/Sell Detection:
Automatically identifies significant highs and lows using ZigZag logic with a user-defined lookback period (depth).
Red "SELL" labels at swing highs
Green "BUY" labels at swing lows
Connected with directional lines for clarity
Stop Loss Visualization:
For each signal, a horizontal dashed stop-loss line is drawn:
For SELL signals: SL = High + %SL
For BUY signals: SL = Low − %SL
Volume Pressure Histogram:
Visualizes the net buying/selling pressure based on candle direction:
Green bars: Positive (buying) pressure
Red bars: Negative (selling) pressure
Blue line: Smoothed pressure using EMA
⚙️ Inputs:
ZigZag Lookback: Number of bars to detect swing highs/lows
Stop Loss (%): Distance from pivot high/low to define SL
Volume Smoothing Length: EMA length for volume pressure
Show Histogram: Toggle for displaying the volume pressure bars
PietasterThis Pine Script (v6) indicator plots a 111-day Simple Moving Average (SMA) and a 2 * 350-day SMA (equivalent to a 700-day SMA) for Bitcoin's price, displayed on any timeframe. It highlights crossover points with vertical lines: green for bullish crossovers (111-day MA crosses above 700-day MA) and purple for bearish crossovers (111-day MA crosses below 700-day MA). Vertical lines extend 50% above the highest price and 50% below the lowest price at the crossover, ensuring visibility through price action. Labels identify the moving averages for clarity.
USDT + USDC DominanceUSDT and USDC Dominance: This refers to the combined market capitalization of Tether (USDT) and USD Coin (USDC) as a percentage of the total cryptocurrency market capitalization. It measures the proportion of the crypto market held by these stablecoins, which are pegged to the US dollar. High dominance indicates a "risk-off" sentiment, where investors hold stablecoins for safety during market uncertainty. A drop in dominance suggests capital is flowing into riskier assets like altcoins, often signaling a bullish market or the start of an "alt season."
Economy RadarEconomy Radar — Key US Macro Indicators Visualized
A handy tool for traders and investors to monitor major US economic data in one chart.
Includes:
Inflation: CPI, PCE, yearly %, expectations
Monetary policy: Fed funds rate, M2 money supply
Labor market: Unemployment, jobless claims, consumer sentiment
Economy & markets: GDP, 10Y yield, US Dollar Index (DXY)
Options:
Toggle indicators on/off
Customizable colors
Tooltips explain each metric (in Russian & English)
Perfect for spotting economic cycles and supporting trading decisions.
Add to your chart and get a clear macro picture instantly!
DMA Buy & Sell Signal with AlertsThis script identifies **BUY** signals when the 20 DMA crosses **below** the 50 DMA, with the alignment: `200 DMA > 50 DMA > 20 DMA > Price`.
It also plots **SELL** signals when the 20 DMA crosses **above** the 50 DMA, with the alignment: `Price > 20 DMA > 50 DMA > 200 DMA`.
Each signal is plotted on the chart with green "BUY" and red "SELL" labels.
The script includes alert conditions for both signals.
It uses simple moving averages (SMA) of 20, 50, and 200 periods.
20% Rally - All Green CandlesThis indicator detects rallies where the price rises 20% or more using only consecutive green candles. It marks the rally's start with a green dashed line and "Entry" label, and the end with a red solid line and "Target" label. Ideal for identifying strong bullish momentum on daily charts.
10 EMA, 20 EMA & 50 SMAThis script plots three key moving averages on the price chart to help identify trends and potential trade opportunities:
10 EMA (Exponential Moving Average):
A fast-reacting average that captures short-term price momentum. Useful for spotting quick trend changes.
20 EMA (Exponential Moving Average):
A medium-term average that smooths out more noise while still being responsive to price changes.
50 SMA (Simple Moving Average):
A widely-used long-term trend indicator. It smooths price data over a longer period and is often used to define overall market direction.
Tnup Zones 2025This indicator marks zones where price has a high probability of rejection/bouncing off of
Monthly Seasonality Trend [DunesIsland]The Monthly Seasonality Trend is a indicator designed to analyze and visualize historical monthly seasonality patterns in financial markets. By calculating the average monthly return over a user-configurable lookback period (1 to 10 years), this indicator provides traders and investors with a clear projection of potential price movements for the current month, enabling data-driven decision-making.
How It Works
The indicator operates by retrieving monthly open and close prices for the specified lookback period (up to 10 years) and computing the average percentage return for the current month based on historical data. Key functionalities include:
Dynamic Trend Line: On the first trading day of each month, the indicator plots a line projecting the expected price trajectory, starting from the current close price and extending to the estimated end-of-month price based on the average historical return. The line is colored green for anticipated price increases or red for expected declines, offering an intuitive visual cue.
Average Return Label: A label is displayed at the start of each month, detailing the calculated average historical return for that month, expressed as a percentage, to provide context for the projected trend.
First Trading Day Marker: A small circle is plotted below the bar on the first trading day of each month, clearly marking the start of the projection period.
Adaptive Bar Counting: The indicator dynamically adjusts the length of the trend line based on the actual number of trading days in the previous month, ensuring accurate projections.
How to Interpret
Bullish Projection (Green Line): Indicates that historical data suggests an average price increase for the current month, potentially signaling buying opportunities.
Bearish Projection (Red Line): Suggests an average price decline based on historical trends, which may prompt caution or short-selling strategies.
Historical Context: The average return label provides a quantitative measure of past performance, helping traders assess the reliability of the projected trend.
First 15 Min H/L Breakout Signal V3 - Session Aware (Adaptive)this script checks the breakout on 1min time frame as compared to previous breakouts happened on 15min and 5min.
Support and Resistance Levels with BreaksThis indicator identifies dynamic support and resistance levels using pivot point analysis and provides clear trading signals when these levels are broken with volume confirmation. Enhanced version with improved signal clarity for better trading decisions.
## 🔧 Key Features
### Support & Resistance Detection
- Automatically identifies key pivot high and low levels
- Draws clear visual lines (red for resistance, blue for support)
- Configurable sensitivity with left/right bar settings
### Enhanced Trading Signals
- **BUY** signals when resistance is broken with volume confirmation
- **SELL** signals when support is broken with volume confirmation
- **Bull Wick** alerts for potential reversals at resistance
- **Bear Wick** alerts for potential reversals at support
### Volume Confirmation
- Built-in volume oscillator using 5 and 10-period EMAs
- Filters out low-volume false breakouts
- Adjustable volume threshold (default: 20%)
### Complete Alert System
- Support Broken alerts
- Resistance Broken alerts
- Bull Wick reversal alerts
- Bear Wick reversal alerts
## ⚙️ Settings
- **Show Breaks**: Toggle signal display
- **Left Bars**: Pivot detection lookback (default: 15)
- **Right Bars**: Pivot detection lookforward (default: 15)
- **Volume Threshold**: Minimum volume increase for valid signals (default: 20%)
## 📈 Best For
- Swing trading strategies
- Breakout confirmation
- Support/resistance trading
- Volume-based entry signals
## 🔍 How It Works
1. Identifies pivot highs/lows using configurable periods
2. Calculates volume oscillator for confirmation
3. Generates BUY signals on resistance breaks with volume
4. Generates SELL signals on support breaks with volume
5. Detects wick patterns for potential reversals
## 📋 Updates in This Version
- Enhanced BUY/SELL signal clarity (replaced generic "B" labels)
- Added Bull Wick and Bear Wick alert conditions
- Updated to Pine Script v6 compatibility
- Improved signal filtering and accuracy
## ⚠️ Disclaimer
This indicator is for educational and informational purposes only. Always conduct your own analysis and risk management before making trading decisions. Past performance does not guarantee future results.
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**Original Script**: "Support and Resistance Levels with Breaks" by LuxAlgo
**License**: CC BY-NC-SA 4.0
**Enhanced by**: profitgang
**Version**: Pine Script v6
