Seasonality📈 What “Seasonality” Means in Trading
Seasonality in trading refers to recurring market patterns that tend to happen around the same time each year, month, or even week. These patterns are based on historical tendencies, for example, certain stocks or indices often rise or fall during specific periods due to consistent economic, institutional, or behavioral factors.
A simple example:
The S&P 500 often performs stronger in the last quarter of the year (“Santa Rally”).
Crude oil prices tend to rise during summer months when demand for fuel increases.
Agricultural commodities follow planting and harvest cycles.
By analyzing these seasonal trends, traders can gain an additional layer of probability in their decision-making. It doesn’t replace technical or fundamental analysis, but it complements them by showing when a market historically tends to move in a certain direction.
That’s why a seasonality indicator can be extremely useful:
It visualizes past performance patterns directly on your chart.
It helps identify periods of high or low probability for bullish or bearish moves.
It allows traders to align trades with statistical tendencies, not just current price action.
You can also customize the lookback period, for example, view seasonal patterns from the last 5, 10, 15, or 20 years, depending on how much historical data you want to include.
In short, a good seasonality indicator doesn’t predict the future, it highlights what markets tend to do, helping traders act with more context and confidence.
Pattern grafici
CVD Line + EMAThis indicator visualizes the Cumulative Volume Delta (CVD) as a line and overlays an Exponential Moving Average (EMA, default length 21) on the CVD. The CVD estimates buy/sell volume using candle direction, accumulating volume when price moves up or down. The EMA helps smooth the CVD, quickly signaling directional shifts that can indicate potential trend changes. The line turns green when CVD holds above its EMA (suggesting bullish pressure) and red when below (suggesting bearish pressure).
Settings allow users to customize the EMA period to suit different timeframes or trading strategies. The script is intended for educational purposes and is released under the Mozilla Public License 2.0. For best results, use in conjunction with other analysis and risk management tools.
SHALOM TRADING HUB – CPR Camarilla & MASHALOM TRADING HUB – CPR Camarilla & MA (v4)
All-in-One Intraday & Swing Toolkit
Daily CPR (Prev Day), Weekly/Monthly Pivots, Prev Day/Week/Month High–Low, EMA/SMA pack, and Camarilla (H1–H4 & L1–L4). Plus Tomorrow CPR preview for next-session planning. 🔥
Features
Daily CPR: TC / PP / BC from previous day (value area & bias).
Floor Pivots: Daily/Weekly/Monthly R1–R4, S1–S4.
Previous High/Low: PDH/PDL, PWH/PWL, PMH/PML lines for breakout/mean-revert reads.
Camarilla Levels: H1–H4 & L1–L4 (popular 1.1 factor variant).
Moving Averages: EMA(9/20/50/100/200) & SMA(9/20/50/100/200) toggles.
Tomorrow CPR (Preview): Next session Pivot / BC / TC / R1 / S1 (D/W/M selectable).
Inputs (Settings)
Number of Daily/Weekly/Monthly pivots – show last N periods.
Show toggles – Daily CPR, Weekly/Monthly pivots, Prev H/L, Camarilla, Inner Camarilla, EMA/SMA.
Tomorrow CPR Type – D / W / M.
MA Lengths – fully customizable.
How to Use (Quick)
Trend bias: Price vs. CPR band & 20/50/200 MA stack.
Value zone: Inside TC–BC → balance; clean break & hold outside → trend continuation.
Reaction zones: Camarilla H3/L3 = bounce areas; H4/L4 = breakout/ breakdown lines.
Higher timeframe confluence: Add Weekly/Monthly pivots for swing levels.
Best Practices
Works on any timeframe; intraday (3–15m) recommended for CPR action.
Lines are derived using security(..., lookahead_on) on previous completed period → no forward repainting of those levels.
If too many lines: reduce “Number of … pivots” or turn off inner Camarilla/extra S/R.
Aidous IndicatorAidous Indicator – Multi-Framework Trend & Liquidity Suite
The Aidous Indicator is a comprehensive, multi-layered technical analysis tool built for traders seeking precision, adaptability, and clarity across all timeframes. It combines several advanced methodologies into a single, cohesive framework that dynamically adjusts to market conditions.
🔧 Key Features
Adaptive Trend Detection
Utilizes a custom momentum-weighted smoothing algorithm enhanced by volatility and strength filters (ATR, ADX) to identify reliable trend shifts.
Trade Management System
Automatically plots entry, stop-loss, and five take-profit levels based on dynamic volatility metrics, with real-time updates and visual cues.
Liquidity Line Extension
Tracks volume at key price levels and extends lines when price interacts with previously identified zones, helping visualize market interest.
Support & Resistance Zones
Detects swing highs/lows and plots non-overlapping zones with optional bilingual labeling for broader accessibility.
Fibonacci Projection Tool
Integrates ZigZag pivots to project Fibonacci levels with customizable display options, including value and percentage formats.
Linear Regression Channel
Automatically adjusts lookback periods based on timeframe and plots trend channels with breakout detection and directional labeling.
Parabolic SAR Overlay
Optional PSAR component for additional trend confirmation, plotted with intuitive color coding.
Secondary Buy/Sell Signal Engine
A custom supertrend logic enhanced by EMA crossover validation to highlight high-probability trade entries.
🧠 How It Works
The indicator is built using modular logic and timeframe-aware parameters. It leverages:
Custom smoothing and momentum calculations
Volatility and volume filters
Dynamic plotting of trade zones and trend signals
Visual enhancements for clarity and usability
Real-time alerts for actionable signals
This tool is suitable for scalping, intraday, swing, and long-term strategies, offering traders a versatile and visually rich experience.
50 SMA 5-Candle Crossover50 SMA 5-Candle Crossover. Testing out. Not for trading but for investing. HOLD
Impulse Top/Bottom ZonesAutomatically detects impulsive supply and demand zones and displays dynamic reaction areas on the chart.
Profitsmaxx Constructor ProfitsMaxx Constructor is a custom-built indicator designed for traders who want a strategy tailored specifically to their preferred asset and timeframe. Unlike general-purpose tools, each version of ProfitsMaxx Constructor is uniquely optimized for one trading pair — such as ADAUSDT — and fine-tuned to deliver the most accurate buy and sell signals based on that market’s unique behavior and volatility.
Our team analyzes the asset’s historical data, price action, and momentum patterns to construct a personalized indicator that adapts perfectly to its trading rhythm. The result is a clean, precise signal system built to enhance timing, confidence, and profitability.
Each ProfitsMaxx Constructor indicator is exclusive to the client and created on request, ensuring a truly custom trading experience that aligns with your goals and style.
👉 Want your own version? Visit www.profitsmaxx.com and request a ProfitsMaxx Constructor indicator customized for your chosen coin and timeframe.
MA Disparity (乖離率%)このインジケータは、現在の終値と移動平均線(SMAまたはEMA)との**乖離率(かいりりつ)**を%で表示します。
「価格が移動平均線からどれだけ離れているか」を視覚的に把握することで、**過熱感(買われすぎ/売られすぎ)**を判断できます。
設定で期間(例:20日、25日など)を自由に変更可能
SMA/EMAの選択が可能
0%ラインを基準として、プラス側は上方乖離、マイナス側は下方乖離を示します
トレンドの勢い確認、押し目・戻り目の判断にも活用できます
📊 例:
+10%以上 → 短期的な過熱感
-10%以下 → 売られすぎの可能性
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This indicator displays the disparity ratio (price deviation) between the current close and a moving average (SMA or EMA), expressed in percentage.
It helps visualize how far the price has moved away from its average — a useful signal for identifying overbought or oversold conditions.
Adjustable period (e.g., 20, 25, 50, etc.)
Selectable MA type (SMA or EMA)
0% baseline: positive values = above MA, negative = below MA
Great for spotting trend strength, pullbacks, and reversals
📈 Example:
+10% → potential overbought zone
-10% → potential oversold zone
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#Kairi #Disparity #MovingAverage #Volume #SMA #EMA #Overbought #Oversold #Japan
Volume Peak (2 before & 2 after) - FixedThe option to detect volume peaks higher than the surrounding bars.
Trend CandlesThis shows candlesticks that only follow the trend. So it will make it easier to know where the trend is going.
Ngo Gia Minh Quy 30Indicator xin vai ca lon a. Dung indicator nay trade thua nua thi nghi me no di. hahahahaha
Ngo Gia Minh Quy 50Indicator xin vai ca lon a. Dung indicator nay trade thua nua thi nghi me no di. hahahahaha
Highlight Running Daily Candlehighlights the currently forming Daily candle
with a shaded box extending slightly beyond the candle’s range.
Disappears as soon as the candle closes.
Episodic Pivot -AparnaEpisodic pivot when volume are 5x of SMA 14 and price is 10% higher than previous close
Bollinger Breakout Candle ShadingSubtle shading behind the bars when the price trades outside of the Bollinger bands.
Tristan's Three Line Strike PatternThree Line Strike Indicator (5-Minute Timeframe)
This indicator highlights Three Line Strike candlestick patterns on a 5-minute chart . The Three Line Strike is a rare four-candle formation that often signals trend continuation rather than reversal.
Bullish Three Line Strike (green “3LS long” above the candle):
Three strong bullish candles in a row are followed by a large bearish candle that completely engulfs the prior three. Despite looking bearish, this setup often indicates strength in the uptrend.
Bearish Three Line Strike (red “3LS sell” below the candle):
Three consecutive bearish candles are followed by a large bullish engulfing candle. Although it looks like a reversal, the downtrend commonly resumes.
How to use on the 5-min chart:
Watch for the labels marking the pattern.
A bullish signal suggests that the upward move is likely to continue after the engulfing candle.
A bearish signal suggests that the downtrend is likely to continue after the engulfing candle.
These signals are not entry/exit triggers on their own—I suggest you combine them with trend confirmation (e.g., moving averages, momentum indicators, or volume analysis) before acting.
Use good risk management, and don't buy / sell based on these indicators alone.
Professional Multi-Coin Breakout Scanner [Blofin Perpetuals]Professional Multi-Coin Breakout Scanner
The **Professional Multi-Coin Breakout Scanner ** is a sophisticated technical analysis tool designed to monitor multiple cryptocurrency perpetual contracts simultaneously on the Blofin exchange. It identifies high-probability breakout opportunities using a confluence-based approach that combines multiple proven technical indicators.
This scanner employs a **multi-indicator confluence system** that generates trading signals only when multiple technical conditions align. This approach significantly reduces false signals and increases the probability of successful trades. The scanner operates on **hourly timeframes (H1)**, 15 mins, 4hour & Daily. I personally experience 1 hour and 4hour timeframe with good results, providing a balance between signal frequency and reliability.
#### Why It's Effective:
- **Institutional Activity**: High volume often indicates institutional participation
- **Breakout Validation**: Real breakouts typically have volume support
- **Liquidity Confirmation**: Ensures sufficient market interest in the move
### Signal Strength Levels:
1. **NEUTRAL** (Default State)
- Insufficient confluence of indicators
- Mixed or conflicting signals
- Market in consolidation
2. **BUY/SELL** (Normal Signal)
- Minimum 2 indicators confirming direction
- Clear directional bias
- Moderate confidence level
3. **STRONG BUY/SELL** (High Conviction)
- 3 or more indicators aligned
- Strong momentum confirmation
- High probability setup
### Signal Strength Levels:
1. **NEUTRAL** (Default State)
- Insufficient confluence of indicators
- Mixed or conflicting signals
- Market in consolidation
2. **BUY/SELL** (Normal Signal)
- Minimum 2 indicators confirming direction
- Clear directional bias
- Moderate confidence level
3. **STRONG BUY/SELL** (High Conviction)
- 3 or more indicators aligned
- Strong momentum confirmation
- High probability setup
---
## 📋 Display Components
### 1. **Scanner Table**
- **Real-time Overview**: Shows all monitored perpetual contracts
- **Price & Change**: Current price and percentage change
- **Signal Status**: LONG/SHORT/NEUTRAL positions
- **Indicator Status**: Individual indicator confirmations (↑/↓/•)
- **Score**: Numerical representation of signal strength
### 2. **On-Chart Labels**
- Appears when viewing a scanned symbol
- Shows signal type and strength
- Displays confluence score (e.g., "3/4")
- Positioned above/below price for visibility
### 3. **Market Overview Panel**
- **Active Contracts**: Number of monitored symbols
- **Market Bias**: Overall bullish/bearish sentiment
- **Signal Distribution**: Count of long vs short signals
- **Strong Signals**: Number of high-conviction setups
### 4. **Visual Elements**
- **Moving Averages**: 20 and 50-period MAs for trend context
- **Background Tinting**: Subtle green/red based on market sentiment
- **Color Coding**:
- Green: Bullish/Long signals
- Red: Bearish/Short signals
- Orange: Strong signals
- Gray: Neutral state
---
## 🎯 Trading Application
### Entry Strategy:
1. **Wait for Signal**: Monitor table for BUY/SELL signals
2. **Confirm Strength**: Prioritize STRONG signals (3+ indicators)
3. **Check Volume**: Ensure volume spike confirmation
4. **Verify Trend**: Use MA lines for trend context
5. **Execute Trade**: Enter position in signal direction
### Risk Management:
- **Stop Loss**: Use ATR value for volatility-adjusted stops
- **Position Sizing**: Stronger signals (higher scores) = larger positions
- **Multiple Timeframes**: Confirm H1 signals with H4/D1 trends
- **Correlation**: Monitor overall market bias from scanner
### Best Practices:
1. **Focus on Strong Signals**: Higher confluence = higher probability
2. **Trade with Trend**: Use MAs to confirm overall direction
3. **Volume Confirmation**: Prioritize signals with volume spikes
4. **Market Context**: Consider overall scanner bias (bullish/bearish)
5. **Risk Control**: Never risk more than 1-2% per trade
This scanner combines four powerful technical indicators into a unified system that identifies high-probability breakout opportunities across multiple perpetual contracts. By requiring confluence between indicators, it significantly reduces false signals while capturing strong trending moves. The visual presentation and alert system enable traders to monitor multiple markets efficiently and act quickly on opportunities.
**Key Advantages:**
- Multi-indicator validation reduces false signals
- Automatic scanning saves time and captures opportunities
- Professional visualization aids quick decision-making
- Adaptable parameters suit different trading styles
- Proven technical analysis principles ensure reliability
The scanner is particularly effective for:
- Swing traders seeking hourly breakouts
- Day traders monitoring multiple contracts
- Systematic traders requiring objective signals
- Risk-conscious traders preferring confluence confirmation
Ichimoku cloud suite ver 2 trading system based on ichimoku cloud cross over system. amended SL and sideways
Zeussy 3-6-9 Indicator (NY) – Paid Trial - Trial VersionZeussy 3-6-9 Indicator (NY) – Trial Version
An innovative trading indicator based on the Zeussy 3-6-9 timing system, supporting New York time.
Key Features:
Dynamic Candlestick Colors: Clear coloring for bullish and bearish candles.
Zeussy Labels:
Hour+Minute labels for sums 3, 6, 9.
Minute-only labels for sums 3, 6, 9.
Vertical Line at Minute 45 to highlight key time points.
Daily Statistics: Counts of Zeussy Hour+Minute and Zeussy Minute-only occurrences.
3-Day Trial: All premium features are active automatically for 3 days from the first bar on any chart.
Countdown Timer: Shows remaining days and hours during the trial period.
After the trial expires: all premium features are disabled, and a red warning appears:
"Trial Expired! Please Purchase Paid Version"
Sound Alerts when Zeussy Labels appear (can be enabled/disabled).
Customizable Options: Candle colors, Zeussy Label colors, label size, show/hide trial text, show/hide table and lines.
💰 Purchase Full Version: $30. Contact me directly to buy a permanent license.
Aggregation Index SmoothedAggregation Index Smoothed (AIS) - Multi-Method Trend Consensus Oscillator
What This Indicator Does
The Aggregation Index Smoothed combines four independent trend-detection methodologies into a unified momentum oscillator that operates across multiple timeframes simultaneously. Unlike traditional single-method indicators that can produce conflicting or false signals during market transitions, AIS requires consensus agreement across all four calculation methods before confirming trend direction.
Technical Methodology
Four-Component Loop System
Each component analyzes 16 different lookback periods (default range: 5-20 bars), creating a multi-timeframe perspective within a single calculation:
1. Price Change Analysis
Measures directional price movement across all periods. Each period scores +1 for positive change or -1 for negative change. Results are averaged and scaled to ±100.
2. RSI Multi-Period Analysis
Evaluates Relative Strength Index values across the same 16 periods. Scores +1 when RSI > 50 (momentum favoring bulls) or -1 when RSI < 50 (momentum favoring bears). This captures overbought/oversold conditions across multiple timeframes.
3. EMA Trend Position
Compares current price against Exponential Moving Averages of varying lengths (5-20 periods). Scores +1 when price trades above EMA (uptrend) or -1 when below (downtrend). This identifies trend alignment across short, medium, and longer-term moving averages.
4. Momentum Rate-of-Change
Calculates price momentum across all periods using the mom() function. Scores +1 for positive momentum or -1 for negative momentum, detecting acceleration and deceleration patterns.
Aggregation Process
Each of the four indicators independently calculates scores across all 16 periods
Individual indicator scores are averaged (range: -100 to +100)
All four indicator averages are combined using arithmetic mean
The resulting index undergoes EMA smoothing (default: 20 periods)
Optional double-smoothing applies a second EMA pass for maximum noise reduction
Why This Approach Is Unique
Problem Solved: Traditional oscillators often conflict - RSI might be bullish while MACD is bearish, or stochastic shows oversold while price trend is clearly down. Traders waste time reconciling these contradictions.
Solution: AIS eliminates conflicts by design. A bullish signal (+10 threshold) means all four methods across all 16 timeframes agree on upward momentum. This consensus approach dramatically reduces whipsaws and false signals compared to using any single method.
Technical Advantage: The for-loop methodology validates each signal across a spectrum of timeframes (5 bars through 20 bars), ensuring the trend is confirmed in both immediate-term and intermediate-term contexts. This is mathematically equivalent to running 64 separate indicators (4 methods × 16 periods) and requiring majority agreement.
Signal Generation
Long Signal (Bullish): Index crosses above +10 threshold
Indicates all four methods confirm upward momentum across multiple timeframes
Sustained readings above +10 suggest strong trend continuation
Short Signal (Bearish): Index crosses below -10 threshold
Indicates all four methods confirm downward momentum across multiple timeframes
Sustained readings below -10 suggest strong downtrend
Neutral Zone (-10 to +10): Mixed signals or consolidation
Methods disagree on direction, suggesting choppy or range-bound conditions
Avoid trend-following strategies in this zone
How to Use This Indicator
Best Practices
Timeframe Selection:
Most effective on 4-hour charts and higher (Daily, Weekly)
Lower timeframes (1H, 15m) may produce excessive signals despite smoothing
The 16-period loop range is optimized for swing trading timeframes
Entry Strategy:
Wait for index to cross threshold levels (±10)
Confirm with price action (breakout, support/resistance levels)
Consider entering on first pullback after threshold cross for better risk/reward
Parameter Adjustment:
Volatile instruments (crypto, small-caps): Increase thresholds to ±15 or ±20 to filter noise
Stable instruments (large-cap stocks, indices): Reduce thresholds to ±5 for earlier signals
Smoothing Length: Increase to 30+ for cleaner signals; decrease to 10-15 for faster response
Double Smoothing: Keep enabled for trend following; disable for more reactive signals
Risk Management:
Exit longs when index drops back into neutral zone (below +10)
Exit shorts when index rises into neutral zone (above -10)
Use index slope as trend strength indicator (steeper = stronger)
Interpretation Guidelines
Strong Trending Conditions:
Index sustained above +50 or below -50 indicates powerful directional move
All four methods showing extreme agreement across all timeframes
High probability of trend continuation
Trend Exhaustion Signals:
Index reaches extreme levels (+80 to +100 or -80 to -100)
Potential reversal zone; watch for divergence with price
Consider taking partial profits on existing positions
Divergence Detection:
Price makes new highs while index fails to confirm = bearish divergence
Price makes new lows while index shows higher lows = bullish divergence
Divergences on 4H+ timeframes carry significant weight
Limitations and Considerations
Not Suitable For:
Scalping or very short-term trading (under 1-hour timeframes)
Range-bound markets with no clear trend (index oscillates in neutral zone)
Instruments with erratic, news-driven price action
Known Lag:
Double smoothing introduces 40+ bar delay in signal generation
Designed for trend confirmation, not early trend detection
Fast market reversals may produce late exit signals
Complementary Tools:
Combine with support/resistance levels for entry precision
Use with volume analysis to confirm signal strength
Pair with volatility indicators (ATR) for position sizing
Technical Implementation Notes
The indicator pre-calculates all RSI and EMA values for lengths 5-20 to comply with Pine Script's requirement for constant-length parameters in ta.rsi() and ta.ema() functions. This workaround allows dynamic loop-based analysis while maintaining calculation consistency on every bar.
The scoring methodology uses binary classification (+1/-1) rather than normalized percentage values to ensure equal weighting across all four methods, preventing any single indicator from dominating the aggregate signal.
Summary: The Aggregation Index Smoothed provides trend confirmation through multi-method consensus across variable timeframes. Its primary value is eliminating the confusion of conflicting indicator signals by requiring agreement from four independent trend calculations before generating actionable signals. Best suited for swing traders and position traders on 4-hour and higher timeframes seeking high-probability trend-following entries with reduced false signals.