Choch Pattern Levels [BigBeluga] + AlertsChoch Pattern Levels highlights key structural breaks that can mark the start of new trends. By combining precise break detection with volume analytics and automatic cleanup, it provides actionable insights into the true intent behind price moves — giving traders a clean edge in spotting early reversals and key reaction zones. Added alarms support.
Chart patterns
3-1-3 PatternThis Pine Script indicator analyzes and visualizes a specific candlestick pattern called the "3-1-3 Pattern" across multiple timeframes. Here's what it does:
Core Functionality
Pattern Detection: The script looks for a 7-bar candlestick pattern:
Bearish 3-1-3: 3 red candles + 1 green candle + 3 red candles
Bullish 3-1-3: 3 green candles + 1 red candle + 3 green candles
Visual Output
When a 3-1-3 pattern is detected, the script:
Creates a colored box around the middle bar (bar 3) of the pattern
Adds a small label showing the pattern type ("Bear 1H" or "Bull 4H", etc.)
Extends the box forward until the price breaks above the pattern's high or below its low
Pattern Management
The script actively manages the patterns by:
Tracking active patterns for each timeframe separately
Removing expired patterns when price breaks the pattern's high/low levels
Extending boxes to the current time to keep them visible
Practical Use
This indicator helps traders:
Spot reversal patterns across multiple timeframes simultaneously
See confluence when patterns align on different timeframes
Track pattern validity (boxes disappear when invalidated by price action)
Essentially, it's a multi-timeframe pattern recognition tool that automatically identifies and tracks these specific 7-bar reversal patterns on your chart.
EMA 10/20/60/120// This script plots four Exponential Moving Averages (10, 20, 60, 120)
// for trend-following analysis. Crossovers and the order of the EMAs can
// help identify the strength and direction of the trend.
ZKThe indicator checks the price entry into the 0.618-0.786 zone to the Fibonacci lines and gives a buy signal at the exit
15 Minute BangerThis strategy is for open market. 1:1 RR. It is based on market biased and will follow the trend of the market.
Benford's Law Actual [Tagstrading]Benford’s Law Chart — First Digit Analysis of Percentage Price Drops
This script visualizes the distribution of the leading digit in the percentage change of price drops, and compares it to the theoretical distribution expected by Benford’s Law.
It helps traders, analysts, and quants to detect anomalies, unnatural behavior, or price manipulation in any asset or timeframe.
How to Use
Add to any chart or symbol (stocks, crypto, FX, etc.) and select the timeframe you wish to analyze.
Set the “Number of Bars to Analyze” input (default: 500) to control the length of the historical window.
The chart will display, for the latest window:
A blue line: the actual leading-digit distribution for percentage price changes between bars.
A red line: the expected distribution per Benford’s Law.
Labels below and above: digit markers and the expected (theoretical) percentages.
Summary panel on the right: frequency counts and actual vs. theoretical % for each digit.
Interpretation:
If your actual (blue) curve or digit counts are significantly different from the red Benford’s Law curve, it could indicate unnatural price action, fraud, bot activity, or structural anomalies.
Why is this useful for TradingView?
Financial forensics: Benford’s Law is a classic tool for detecting data manipulation and fraud in accounting. On charts, it can reveal if price movements are statistically “natural.”
Transparency and confidence: Helps communities audit markets, brokers, or exchanges for irregularities.
Adaptable: Works on any market, any timeframe.
What makes this script unique?
Focuses on % price changes, not raw prices.
This provides a fair comparison across assets, symbols, and timeframes.
Measures only the direction and magnitude of drops/rises — more suitable for detecting manipulation in active markets.
Clear and customizable visualization:
The Benford line, actual data, and summary are all visible and readable in one glance.
Optimized for speed and clarity (runs efficiently on all major charts).
How is it different from stg44’s Benford’s Law script?
This script analyzes the leading digit of percentage price changes (i.e., how much the price drops or rises in %),
while the original by stg44 analyzes the leading digit of price itself.
Results are less sensitive to price scale and more comparable across volatile and non-volatile assets.
The summary panel clearly shows ( ) for actual and for Benford theoretical values.
Full code is commented and open for the community.
Credits and Inspiration
This script was inspired by “Benford’s Law” by stg44:
Thanks to the TradingView community for sharing powerful visual ideas.
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By tags trading
SwingSignal RSI Overlay AdvancedSwingSignal RSI Overlay Advanced
By BFAS
This advanced indicator leverages the Relative Strength Index (RSI) to pinpoint critical market reversal points by highlighting key swing levels with intuitive visual markers.
Key Features:
Detects overbought and oversold levels with customizable RSI period and threshold settings.
Visually marks swing points:
Red star (HH) for Higher Highs.
Yellow star (LH) for Lower Highs.
Blue star (HL) for Higher Lows.
Green star (LL) for Lower Lows.
Connects swings with lines, aiding in the analysis of market structure.
Optimized for use on the main chart (overlay), tracking candles in real time.
This indicator provides robust visual support for traders aiming to identify price patterns related to RSI momentum, facilitating entry and exit decisions based on clear swing signals.
RSI Custom ADX VWAP Swing Signals Anmol Singh point.Anmol Singh
This indicator combines RSI, a custom ADX, VWAP, and Swing High/Low Break signals to identify potential buy and sell opportunities. It provides visual signals and alerts, helping traders spot trends and reversals more effectively on NASDAQ 1-minute charts.
caracalla ema long short signal📌 Indicator Name
caracalla ema long short signal
This script generates long and short trading signals using multiple technical indicators: EMAs, MACD, RSI, Stochastic, and volume.
🔧 Indicators Used
1. Exponential Moving Averages (EMA)
ema5, ema20, ema60, ema120 — used to determine overall trend direction.
2. Trend Confirmation (MA Alignment)
Bullish alignment: ema5 > ema20 > ema60 > ema120
Bearish alignment: ema5 < ema20 < ema60 < ema120
3. Crossover Signals
Golden Cross: ema5 crosses above ema20
Dead Cross: ema5 crosses below ema20
4. MACD
Standard parameters: 12, 26, 9
MACD Long: MACD line crosses above signal line
MACD Short: MACD line crosses below signal line
5. RSI & Stochastic
RSI(14): checks momentum
Stochastic (%K, %D)
Bullish: RSI > 50 and Stochastic %K crosses above %D
Bearish: RSI < 50 and Stochastic %K crosses below %D
6. Volume Filter
20-period simple average volume
Volume Up: Current volume > 120% of average
Volume Down: Current volume < 80% of average
✅ Signal Logic
📈 Long Signal (longSignal)
Triggered when 3 or more of the following are true:
EMA bullish alignment
Golden cross
MACD bullish crossover
RSI > 50 and Stochastic bullish crossover
High volume
📉 Short Signal (shortSignal)
Triggered when 3 or more of the following are true:
EMA bearish alignment
Dead cross
MACD bearish crossover
RSI < 50 and Stochastic bearish crossover
Low volume
📊 Visual Elements
Long Signal: Green “롱” label below the candle
Short Signal: Red “숏” label above the candle
EMA Lines:
EMA5 (Blue)
EMA20 (Orange)
EMA60 (Green)
EMA120 (Red)
Inside Bar With Alert - RajThis indicator helps you reduce your screen time by giving you consistent alerts on the formation of inside bar candle and it gives you bullish and bearish alerts on breakout of the mother candle. So if you believe in inside strategy this indicator will be helpful for you.
Adam Mancini ES Game Plan LevelsThis script plots Support & Resistance levels from Adam Mancini's newsletter.
You can copy and paste levels from Adam's Newsletter to Indicator settings.
You can also add custom text after the support level. For e.g 6550 : Your custom text
Inside Bar Breakout Alert - RajThis indicator is based on the inside bar strategy it help you to cut down your screen time by giving you constant alerts when a inside bar forms while also gives you alert on bullish and bearish break out of the mother candle.
Pradeep Vad - Quallamaggie Stock ScreenerBelow is a Pine Script that implements a custom stock screener based on your requirements. This script uses TradingView's Pine Script version 5 and allows you to screen stocks using the Pine Screener with the specified features and customization options.
Titan Wick Zone IndicatorThe Titan Wick Zone Indicator visually highlights the upper and lower wick regions of each candlestick on your chart, helping traders instantly identify areas where price was aggressively rejected (top wick) or absorbed (bottom wick). The indicator fills the area above the candle body to the wick high in red (sell zone), and the area below the candle body to the wick low in green (buy zone), both with adjustable opacity for clear visibility.
How to Use:
Spot Rejection and Absorption:
The red-filled upper wick zone marks where upward price moves were sharply rejected by sellers, often indicating supply, resistance, or “stop hunt” zones.
The green-filled lower wick zone marks where downward price moves were absorbed by buyers, pointing to potential demand, support, or accumulation zones.
Enhance Price Action Analysis:
Use these zones to avoid entering trades at price extremes, spot potential reversals, and find areas of confluence with support/resistance, Fibonacci levels, or order blocks.
Risk Management:
The indicator helps visualize where liquidity hunts or false breakouts may occur, so you can better place stop losses outside of volatile wick zones.
Ideal For:
Price action traders, scalpers, and swing traders seeking a visual edge in spotting supply/demand dynamics, liquidity zones, and wick-driven traps.
AshishBediSPLAshishBediSPL: Dynamic Premium Analysis with Integrated Signals
This indicator provides a comprehensive view of combined options premiums by aggregating data from Call and Put contracts for a selected index and expiry. It integrates multiple popular technical indicators like EMA Crossover, Supertrend, VWAP, RSI, and SMA, allowing users to select their preferred tools for generating dynamic buy and sell signals directly on the premium chart.
AshishBediSPL" is a powerful TradingView indicator designed to analyze options premiums. It calculates a real-time combined premium for a chosen index (NIFTY, BANKNIFTY, FINNIFTY, etc.) and specific expiry date. You have the flexibility to visualize the premium of Call options, Put options, or a combined premium of both.
The indicator then overlays several popular technical analysis tools, which you can selectively enable:
EMA Crossover: Identify trend changes with configurable fast and slow Exponential Moving Averages.
Supertrend: Detect trend direction and potential reversal points.
VWAP (Volume Weighted Average Price): Understand the average price of the premium considering trading volume.
RSI (Relative Strength Index): Gauge momentum and identify overbought/oversold conditions.
SMA (Simple Moving Average): Analyze price smoothing and trend identification.
Based on your selected indicators, the tool generates clear "Buy" and "Sell" signals directly on the chart, helping you identify potential entry and exit points. Customizable alerts are also available to keep you informed.
Unlock a new perspective on options trading with "AshishBediSPL." This indicator focuses on the combined value of options premiums, giving you a consolidated view of market sentiment for a chosen index and expiry.
Instead of just looking at individual option prices, "AshishBediSPL" blends the Call and Put premiums (or focuses on one, based on your preference) and empowers you with a suite of built-in technical indicators: EMA, Supertrend, VWAP, RSI, and SMA. Pick the indicators that resonate with your strategy, and let the tool generate actionable buy and sell signals right on your chart. With customizable alerts, you'll never miss a crucial market move. Gain deeper insights and make more informed trading decisions with "AshishBediSPL.
Combined options premium: This accurately describes what your indicator calculates.
Selected index and expiry: Essential inputs for the indicator.
Call/Put options or combined: Explains the flexibility in data display.
Multiple technical indicators (EMA Crossover, Supertrend, VWAP, RSI, SMA): Lists the analysis tools included.
Buy/Sell signals: The primary output of the indicator.
Customizable alerts: A valuable feature for users.
WRX.v2 | Option Resonance + Charm TrackerINSPIRED by RIPSTER
Charm tracker
Options use only
Charm vomma
Breakout: HHHL & LLHL + Close ConditionWhat This Script Does:
Green triangle below the bar = Bullish breakout (Higher High + Higher Low + Close > Previous High)
Red triangle above the bar = Bearish breakdown (Lower High + Lower Low + Close < Previous Low)
🧠 Alfred: 10AM Monster Breakout Detectordetects where to buy and sell at 10 am zone using volume emas and trend
EMA9, EMA200 with Bollinger BandsThe indicator includes the EMA9 line, the EMA200 line and the Bollinger Bands into a single indicator plot.
BTC Unified Overlay w/ Auto FibBTC Unified Overlay w/ Auto Fib, RSI, VWAP & Volume
This overlay combines essential indicators into one visual script designed for Bitcoin (BTCUSD) trading on lower timeframes:
🔁 Auto Fibonacci Zones – Auto-detects 0.382 and 0.618 retracement levels using recent price swings
🎯 RSI(14) – Includes cluster and crossover tagging for overbought/oversold zones
📊 Volume Histogram with 10-bar Moving Average – Highlights breakout bars
📏 VWAP with ±1SD and ±2SD Bands – Shows dynamic fair value range
🟢 Breakout Signal Tagging – Detects high-volume breakout opportunities
Ideal for traders who want a unified, color-coded visualization of key momentum and structure indicators.
Script optimized for screenshot automation and compatible with external webhook pipelines.
3 Red then 1 Big Green (Engulfs All) Below 20 & 200 EMAIt will tell if green canlde is big enough to engulf 3 red
EMA Cross Approach ScreenerWorks best on D/4H. Signals when the price of a stock is below the 200ema and the 9 and 20 are sloping up approaching the 200 while being 5% or less than from the 200. Helps the trader find a good buying point while keeping risk minimum.
London Breakout + FVG Strategy [GBPJPY] - with SL/TPMarks the London open high and low on 15 min time frame, ads fvg on 5 min for orders
Lorentzian Key Support and Resistance Level Detector [mishy]🧮 Lorentzian Key S/R Levels Detector
Advanced Support & Resistance Detection Using Mathematical Clustering
The Problem
Traditional S/R indicators fail because they're either subjective (manual lines), rigid (fixed pivots), or break when price spikes occur. Most importantly, they don't tell you where prices actually spend time, just where they touched briefly.
The Solution: Lorentzian Distance Clustering
This indicator introduces a novel approach by using Lorentzian distance instead of traditional Euclidean distance for clustering. This is groundbreaking for financial data analysis.
Data Points Clustering:
🔬 Why Euclidean Distance Fails in Trading
Traditional K-means uses Euclidean distance:
• Formula: distance = (price_A - price_B)²
• Problem: Squaring amplifies differences exponentially
• Real impact: One 5% price spike has 25x more influence than a 1% move
• Result: Clusters get pulled toward outliers, missing real support/resistance zones
Example scenario:
Prices: ← flash spike
Euclidean: Centroid gets dragged toward 150
Actual S/R zone: Around 100 (where prices actually trade)
⚡ Lorentzian Distance: The Game Changer
Our approach uses Lorentzian distance:
• Formula: distance = log(1 + (price_difference)² / σ²)
• Breakthrough: Logarithmic compression keeps outliers in check
• Real impact: Large moves still matter, but don't dominate
• Result: Clusters focus on where prices actually spend time
Same example with Lorentzian:
Prices: ← flash spike
Lorentzian: Centroid stays near 100 (real trading zone)
Outlier (150): Acknowledged but not dominant
🧠 Adaptive Intelligence
The σ parameter isn't fixed,it's calculated from market disturbance/entropy:
• High volatility: σ increases, making algorithm more tolerant of large moves
• Low volatility: σ decreases, making algorithm more sensitive to small changes
• Self-calibrating: Adapts to any instrument or market condition automatically
Why this matters: Traditional methods treat a 2% move the same whether it's in a calm or volatile market. Lorentzian adapts the sensitivity based on current market behavior.
🎯 Automatic K-Selection (Elbow Method)
Instead of guessing how many S/R levels to draw, the indicator:
• Tests 2-6 clusters and calculates WCSS (tightness measure)
• Finds the "elbow" - where adding more clusters stops helping much
• Uses sharpness calculation to pick the optimal number automatically
Result: Perfect balance between detail and clarity.
How It Works
1. Collect recent closing prices
2. Calculate entropy to adapt to current market volatility
3. Cluster prices using Lorentzian K-means algorithm
4. Auto-select optimal cluster count via statistical analysis
5. Draw levels at cluster centers with deviation bands
📊 Manual K-Selection Guide (Using WCSS & Sharpness Analysis)
When you disable auto-selection, use both WCSS and Sharpness metrics from the analysis table to choose manually:
What WCSS tells you:
• Lower WCSS = tighter clusters = better S/R levels
• Higher WCSS = scattered clusters = weaker levels
What Sharpness tells you:
• Higher positive values = optimal elbow point = best K choice
• Lower/negative values = poor elbow definition = avoid this K
• Measures the "sharpness" of the WCSS curve drop-off
Decision strategy using both metrics:
K=2: WCSS = 150.42 | Sharpness = - | Selected =
K=3: WCSS = 89.15 | Sharpness = 22.04 | Selected = ✓ ← Best choice
K=4: WCSS = 76.23 | Sharpness = 1.89 | Selected =
K=5: WCSS = 73.91 | Sharpness = 1.43 | Selected =
Quick decision rules:
• Pick K with highest positive Sharpness (indicates optimal elbow)
• Confirm with significant WCSS drop (30%+ reduction is good)
• Avoid K values with negative or very low Sharpness (<1.0)
• K=3 above shows: Big WCSS drop (41%) + High Sharpness (22.04) = Perfect choice
Why this works:
The algorithm finds the "elbow" where adding more clusters stops being useful. High Sharpness pinpoints this elbow mathematically, while WCSS confirms the clustering quality.
Elbow Method Visualization:
Traditional clustering problems:
❌ Price spikes distort results
❌ Fixed parameters don't adapt
❌ Manual tuning is subjective
❌ No way to validate choices
Lorentzian solution:
☑️ Outlier-resistant distance metric
☑️ Entropy-based adaptation to volatility
☑️ Automatic optimal K selection
☑️ Statistical validation via WCSS & Sharpness
Features
Visual:
• Color-coded levels (red=highest resistance, green=lowest support)
• Optional deviation bands showing cluster spread
• Strength scores on labels: Each cluster shows a reliability score.
• Higher scores (0.8+) = very strong S/R levels with tight price clustering
• Lower scores (0.6-0.7) = weaker levels, use with caution
• Based on cluster tightness and data point density
• Clean line extensions and labels
Analytics:
• WCSS analysis table showing why K was chosen
• Cluster metrics and statistics
• Real-time entropy monitoring
Control:
• Auto/manual K selection toggle
• Customizable sample size (20-500 bars)
• Show/hide bands and metrics tables
The Result
You get mathematically validated S/R levels that focus on where prices actually cluster, not where they randomly spiked. The algorithm adapts to market conditions and removes guesswork from level selection.
Best for: Traders who want objective, data-driven S/R levels without manual chart analysis.
Credits: This script is for educational purposes and is inspired by the work of @ThinkLogicAI and an amazing mentor @DskyzInvestments . It demonstrates how Lorentzian geometrical concepts can be applied not only in ML classification but also quite elegantly in clustering.