เริ่มกันเลย

ค้นหาในสคริปต์สำหรับ "Cycle"

US ISM MNO/Business CycleVisual indicator tracking the US ISM Manufacturing New Orders Index across business cycle phases. Features four color-coded zones: Over Expansion (red, ≥60), Expansion (green, 50-60), Contraction (blue, 45-50), and Recession (yellow, <45). Includes reference lines at key thresholds (45, 50, 60) and automated alerts for zone transitions. Useful for monitoring economic cycles and timing investment decisions based on manufacturing sector momentum.
อินดิเคเตอร์ Pine Script®
โดย Crypto-KDuB
Market CycleMarket Cycle Indicator This indicator identifies the four classic market cycle phases — Accumulation, Markup, Distribution, and Markdown — using a combination of trend, momentum, and volatility signals. It helps traders quickly understand the current market context and avoid trading against major structural shifts. How It Works The algorithm evaluates multiple conditions: • Trend direction based on EMA Fast vs EMA Slow • Momentum strength using MACD histogram and its slope • Overbought / oversold zones with RSI • Trend strength / weakness via ADX (DMI) Each bar is classified into one of the following phases: • Accumulation: Low trend strength, rising momentum, mid-range RSI • Markup: Strong uptrend with rising positive momentum • Distribution: Weakening momentum after an uptrend, high RSI • Markdown: Strong downtrend with falling momentum and low RSI The indicator highlights the active phase using background color and displays a real-time label on the chart. Main Features • Automatic detection of 4 market cycle phases • Background color shading for easy visualization • Real-time label showing the current phase • Optional alerts for each phase change • Clean and optimized code (Pine Script v5) Recommended Use Use this indicator to: • Identify the broader market context • Avoid entering during distribution or late markup zones • Time entries better during accumulation or early markup • Combine with price action, volume, and support/resistance for best results Note: This is not a buy/sell signal generator. It provides context, not predictions. Always manage risk appropriately.
อินดิเคเตอร์ Pine Script®
โดย beatriz-perez
Previous Cycle Range + SMTs [bilal x shpat]Inspired by ICT (Inner Circle Trader) concepts Description made by ChatGPT Thank you shpat.a for making the SMT option 📝 Overview The Previous Cycle Range + SMTs indicator is a multi-timeframe tool designed to visualize key market structure levels derived from the previous trading cycle’s range — a concept heavily utilized in ICT-style analysis. In addition to the traditional range levels, this indicator adds Smart Money Tool (SMT) detection, allowing traders to identify bullish or bearish divergences across multiple correlated assets, giving an edge in spotting potential turning points and liquidity imbalances. It helps traders identify equilibrium levels, liquidity zones, and potential premium/discount areas based on the prior day (or any chosen period) high and low — now with intermarket divergence insights. ⚙️ Features Custom Cycle Length: Define your own cycle in minutes (e.g., 1440 = 1 day, 10080 = 1 week). Previous High/Low: Automatically plots the previous cycle’s high and low levels. Equilibrium (EQ): Optional 50% midpoint line to highlight the market’s equilibrium. Quarter Levels: Adds 25% and 75% range lines for refined premium/discount analysis. Extended Ranges: Optional extended levels (e.g., -100%, +200%) to identify continuation or retracement targets. Fib Levels (1.272 & 1.618): Adds ICT-style Fibonacci extension levels for confluence zones. Smart Money Tool (SMT) Detection: Detects bullish or bearish divergences between your main asset and up to two comparison symbols. Highlights potential SMT zones with optional text labels for quick visualization. Optional SMT summary table displays divergence status for all three assets. Custom Styling: Full control over colors, line width, label style, and extension distance. 💡 How It Helps This indicator aligns with ICT principles by making the previous day’s range visible and actionable, now with SMT divergence insights: The previous day’s high/low often act as liquidity pools. The equilibrium (EQ) represents fair value — useful for spotting premium/discount zones. Quarter levels and Fibonacci extensions add precision when mapping market structure and potential reaction points. SMT detection helps traders identify early divergence signals that may indicate upcoming bullish or bearish moves across correlated markets. 🔍 Example Uses Identify where price is trading relative to the previous session’s range. Use EQ and quarter levels to gauge premium vs. discount conditions. Spot intermarket divergences using SMTs to anticipate potential reversal or continuation points. Combine with other ICT-based tools (e.g., PD arrays, dealing ranges, or kill zones) for refined trade setups.
อินดิเคเตอร์ Pine Script®
โดย bilalmil
2
US Macro Cycle (Z-Score Model)US Macro Cycle (Z-Score Model) This indicator tracks the US economic cycle in real time using a weighted composite of seven macro and market-based indicators, each converted into a rolling Z-score for comparability. The model identifies the current phase of the cycle — Expansion, Peak, Contraction, or Recovery — and suggests sector tilts based on historical performance in each phase. Core Components: Yield Curve (10y–2y): Positive & steepening = growth; inverted = slowdown risk. Credit Spreads (HYG/LQD): Tightening = risk-on; widening = risk-off. Sector Leadership (Cyclicals vs. Defensives): Measures market leadership regime. Copper/Gold Ratio: Higher copper = growth signal; higher gold = defensive. SPY vs. 200-day MA: Equity trend strength. SPY/IEF Ratio: Stocks vs. bonds relative strength. VIX (Inverted): Low/falling volatility = supportive; high/rising = risk-off. Methodology: Each series is transformed into a rolling Z-score over the selected lookback period (optionally using median/MAD for robustness and winsorization to clip outliers). Z-scores are combined using user-defined weights and normalized. The smoothed composite is compared against phase thresholds to classify the macro environment. Features: Customizable Weights: Emphasize the indicators most relevant to your strategy. Adjustable Thresholds: Fine-tune cycle phase definitions. Background Coloring: Visual cue for the current phase. Summary Table: Displays composite Z, confidence %, and individual Z-scores. Alerts: Trigger when the phase changes, with details on the composite score and recommended tilt. Use Cases: Align sector rotation or relative strength strategies with the macro backdrop. Identify favorable or defensive phases for tactical allocation. Monitor macro turning points to manage portfolio risk. It's doesn't fill nan gaps so there is quite a bit of zeroes, non-repainting.
อินดิเคเตอร์ Pine Script®
โดย GabrielAmadeusLau
Pi Cycle | AlchimistOfCryptoPi Cycle Top Indicator - A Powerful Market Phase Detector Developed by AlchimistOfCrypto 🧪 The Pi Cycle uses mathematical harmony to identify Bitcoin market cycle tops with remarkable precision. Just as elements react at specific temperatures, Bitcoin price behaves predictably when these two moving averages converge! 🧬 ⚗️ The formula measures when the 111-day SMA crosses below the 350-day SMA × 2, creating a perfect alchemical reaction that has successfully identified the major cycle tops in 2013, 2017, and 2021. 🔬 Like the Golden Ratio in nature, this indicator reveals the hidden mathematical structure within Bitcoin's chaotic price movements. 🧮 When the reaction occurs, prepare for molecular breakdown! 🔥
อินดิเคเตอร์ Pine Script®
โดย AlchimistOfCrypto
3
Cycle Composite 3.6 WeightedThe Cycle Composite is a multi-factor market cycle model designed to classify long-term market behavior into distinct phases using normalized and weighted data inputs. It combines ten key on-chain, dominance, volatility, sentiment, and trend-following metrics into a single composite output. The goal is to provide a clearer understanding of where the market may stand in the broader cycle (e.g., accumulation, early bull, late bull, or euphoria). This version (3.4) introduces flexible weighting, trend strength markers, and additional context-aware signals such as risk-on confirmations and altseason flags. Phases Identified: The model categorizes the market into one of five zones: Euphoria (> 85) Late Bull (70 – 85) Mid Bull (50 – 70) Early Bull (30 – 50) Fear (< 30) Each phase is determined by a smoothed EMA of the weighted composite score. Data Sources and Metrics Used (10 total): BTC Dominance (CRYPTOCAP:BTC.D) Stablecoin Dominance (USDT + USDC average) (inverted for risk-on) ETH Dominance (CRYPTOCAP:ETH.D) BBWP (normalized Bollinger Band Width % over 1-year window) WVF (Williams VIX Fix for volatility spike detection) NUPL (Net Unrealized Profit/Loss, external source) CMF (Chaikin Money Flow, smoothed volume accumulation) CEX Open Interest (custom input from DAO / external source) Whale Inflows (custom input from whale exchange transfer data) Google Trends Average (BTC, Crypto, Altcoin terms) All inputs are normalized over a 200-bar window and combined via weighted averaging, where each weight is user-configurable. Additional Features: Phase Labels: Labels are printed only when a new phase is entered. Bull Continuation Marker: Triangle up when composite makes higher highs and NUPL increases. Weakening Marker: Triangle down when composite rolls over in Late Bull and NUPL falls. Risk-On Signal: Green circle appears when CMF and Google Trends are both rising. Altseason Flag: Orange diamond appears when dominance of "others.d" exceeds BTC.D and ETH.D and composite is above 50. Background Shading: Each phase is shaded with a semi-transparent background color. Timeframe-Aware Display: All markers and signals are shown only on weekly timeframe for clarity. Intended Use: This script is intended for educational and macro-trend analysis purposes. It can be used to: Identify macro cycle position (accumulation, bull phases, euphoria, etc.) Spot long-term trend continuation or weakening signals Add context to price action with external on-chain and sentiment data Time rotation events such as altseason risk Disclaimer: This script does not constitute financial advice. It is intended for informational and research purposes only. Users should conduct their own due diligence and analysis before making investment decisions.
อินดิเคเตอร์ Pine Script®
โดย 0xInverse
3
Pi Cycle MACD Inverse OscillatorPi Cycle MACD Inverse Oscillator with Gradient and Days Since Last Top This indicator is ideal for Bitcoin traders seeking a robust tool to visualize long-term and short-term trends with enhanced clarity and actionable insights. This script combines the concept of the Pi Cycle indicator with a unique MACD-based inverse oscillator to analyze Bitcoin market trends. It introduces several features to help traders understand market conditions better: Inverse Oscillator: - Oscillator ranges between 1 and -1. - A value of 1 indicates the two moving averages (350 MA and 111 MA) are equal. - A value of -1 indicates the maximum observed distance between the moving averages during the selected lookback period. - The oscillator dynamically adjusts to price changes using a configurable scaling factor. Gradient Visualization: The oscillator line transitions smoothly from green (closer to -1) to yellow (at 0) and red (closer to 1). The color gradient provides a quick visual cue for market momentum. Days Since Last Pi Cycle Top: Calculates and displays the number of days since the last "Pi Cycle Top" (defined as a crossover between the two moving averages). The label updates dynamically and appears only on the most recent bar. Conditional Fill: Highlights the area between 0 and 1 with a green gradient when the price is above the long moving average. Enhances visual understanding of the oscillator's position relative to key thresholds. Inputs: - Long Moving Average (350 default): Determines the primary trend. - Short Moving Average (111 default): Measures shorter-term momentum. - Oscillator Lookback Period (100 default): Defines the range for normalizing the oscillator. - Price Scaling Factor (0.01 default): Adjusts the normalization to account for large price fluctuations. How to Use: - Use the oscillator to identify potential reversal points and trend momentum. - Look for transitions in the gradient color and the position relative to 0. - Monitor the "Days Since Last Top" label for insights into the market's cycle timing. - Utilize the conditional fill to quickly assess when the market is in a favorable position above the long moving average.
อินดิเคเตอร์ Pine Script®
โดย wigsyboy
Seasonality and Presidential cycleAn incredibly useful indicator that shows seasonality and presidential cycles by indices, stocks and industries. Just type in a ticker and trade according to seasonal patterns Blue line - seasonality excluding presidential cycles Green line - seasonality taking into account presidential cycles *Seasonal patterns over the last 10 years This indicator uses the request.seed() function. Requests data from a GitHub repository maintained by our team and returns it as a series. Pine Seeds is a service to import custom data and access it via TradingView. Use TradingView as frontend and use a GitHub repository as backend. github.com ... Rus: Невероятно полезный индикатор, который показывает сезонность и президентские циклы по индексам, акциям и отраслям. Просто вбейте тикер и торгуйте согласно сезонным паттернам Синяя линия - сезонность без учета президентских циклов Зеленая линия - сезонность с учетом президентских циклов *Сезонные паттерны за последние 10 лет
อินดิเคเตอร์ Pine Script®
โดย FullTimeTradingRu
26
Pi Cycle Indicators Comparison IndicatorThere are now 3 Pi Cycle Indicators that I am aware of; the original, improved**, and bottom. This indicator attempts to provide all three indicators in a dingle, easy to view script. I coded this script to displace the moving averages above and below the price bars for easy viewing. This was accomplished by placing a scaling factor (/# or *#) at the end of the ta.sma or ta.ema functions. A vertical arrow, purposely posing as a short vertical line, marks the crossing of the long and short MAs for each indicator. These are color coded to match their respective indicators and the long and short MAs are similarly color coded for easy differentiation. The red colored MAs and arrows above the price line are the Improved Pi-Cycle Top Indicator. The green colored MAs and arrows below the price line are the Original Pi-Cycle Top Indicator. The blue colored MAs and arrows below the green lines and price line are the Pi-Cycle Bottom Indicator. One last feature of the chart is the use of the location function to enable easy comparison of the crossings of each indicator to the indicator itself and to the price. This can be accomplished simply by moving the chart up and down. **{I should note that while researching this I found that BitcoinMamo turns out to have beat me to the punch on the Improved Indicator Long.Short and Multiplier numbers. He should therefor get the credit for that}
อินดิเคเตอร์ Pine Script®
โดย MarkLefevre
2
Market Cycle Strength# Market Cycle Strength (MCS) ## Overview Market Cycle Strength is a comprehensive composite indicator that synthesizes six key market health metrics into a single score ranging from -100 to +100. The indicator is designed to help traders assess the current market regime and identify potential turning points by analyzing multiple dimensions of market structure simultaneously. ## How It Works ### Components The indicator combines six distinct market signals, each weighted by default as follows: | Component | Weight | What It Measures | |-----------|--------|------------------| | **Momentum (30%)** | Price trend strength via SPY's position relative to 50/200 SMAs, golden/death cross status, and rate of change | | **Credit Spreads (20%)** | Risk appetite through HYG/LQD ratio (high yield vs investment grade bonds) | | **VIX Structure (20%)** | Fear/greed levels and volatility regime | | **Market Breadth (15%)** | Participation via RSP/SPY ratio (equal weight vs cap weight performance) | | **Sector Rotation (10%)** | Leadership patterns by comparing cyclical sectors (XLK, XLY, XLF, XLI, XLB) against defensive sectors (XLU, XLP, XLV, XLRE) | | **Yield Curve Proxy (5%)** | Flight-to-safety signals via TLT/SHY ratio | ### Score Interpretation The composite score maps to six market regimes: - **Strong Bull (+50 to +100)**: Broad strength across most components - healthy expansion - **Bull (+25 to +50)**: Generally positive conditions with some caution areas - **Weak Bull (0 to +25)**: Positive but deteriorating - correction risk rising - **Neutral (-25 to 0)**: Mixed signals - unclear direction, increased caution warranted - **Bear (-50 to -25)**: Multiple stress indicators present - defensive posture recommended - **Strong Bear (-100 to -50)**: Significant market stress - crisis conditions ### Contrarian Application Historical backtesting suggests this indicator has **contrarian value** at extremes: - Extremely bearish readings (below -25) have historically preceded above-average forward returns - Very bullish readings (above +70) may indicate complacency rather than a buy signal The dashboard displays a "CONTRARIAN: BUY SIGNAL" when the score drops below -25, highlighting potential accumulation opportunities. ## How To Use ### Setup 1. Apply the indicator to any chart but SPY is recommended (it fetches all required data via `request.security`) 2. The indicator works best on daily timeframes for regime analysis 3. Adjust component weights in settings if you want to emphasize certain signals ### Dashboard The table displays: - **Composite Score**: Overall market health reading - **Regime**: Current market classification - **Component Breakdown**: Individual scores for each of the six inputs - **Status Flags**: Golden/Death cross, credit health, sector leadership, etc. ### Alerts Four alert conditions are available: - **Strong Bull Entry**: Score crosses above +50 - **Bear Warning**: Score crosses below -25 - **Contrarian Buy Signal**: Extreme bearish reading (potential opportunity) - **Regime Change**: Any transition between market regimes ## Best Practices 1. **Context Matters**: Use alongside price action and other analysis - no indicator works in isolation 2. **Timeframe**: Most reliable on daily charts; intraday may produce noise 3. **Extremes Are Signals**: Pay special attention when the score reaches extreme levels in either direction 4. **Component Analysis**: Check individual components to understand what's driving the composite score 5. **Confirmation**: Wait for regime changes to be confirmed by multiple components, not just one ## Inputs - **Component Weights**: Customize the importance of each signal (default weights sum to 1.0) - **Show Dashboard**: Toggle the information table on/off - **Show Zone Background**: Toggle colored zone fills - **Table Position**: Move dashboard to any corner - **Alert Thresholds**: Customize notification trigger levels ## Data Sources The indicator pulls data from: - SPY, RSP (market proxies) - HYG, LQD (credit markets) - TLT, SHY (bond markets) - VIX (volatility) - XLK, XLY, XLF, XLI, XLB (cyclical sectors) - XLU, XLP, XLV, XLRE (defensive sectors) ## Limitations - Requires access to US market data (best results with TradingView's data feeds) - Historical data needed for SMA calculations (200+ bars minimum) - VIX term structure (VIX3M) not available on TradingView, so that component is omitted - Works best as a daily regime indicator, not for intraday timing ## Acknowledgments This indicator synthesizes concepts from multiple areas of market analysis including momentum trading, credit cycle research, volatility analysis, and sector rotation theory. The composite approach aims to provide a holistic view of market conditions rather than relying on any single metric. --- **Disclaimer**: This indicator is for educational and informational purposes only. It does not constitute financial advice. Past performance of any methodology is not indicative of future results. Always conduct your own research and consider your risk tolerance before making trading decisions.
อินดิเคเตอร์ Pine Script®
โดย bluedutch
Benner Cycle Map (A/B/C)Benner Cycle Map (A/B/C Years) + Macro Events • Educational Overlay Description: This script is an educational overlay that visualizes the classic Benner Cycle “A/B/C” year map (as presented on the historical Benner card) and optionally plots a curated set of major macro/market events (e.g., 1929 Crash, 9/11, Lehman, COVID) for historical context. ⚠️ Important: This indicator is NOT a trading strategy, does NOT generate buy/sell signals, and does NOT predict future market outcomes. It should not be used as financial advice. What it shows: A years (Panic) B years (Good Times / Sell years) C years (Hard Times / Buy/Accumulate years) Optional Macro Events Overlay (context markers only) Key features Dynamic rebuild on zoom/pan (keeps labels aligned with the visible range) Full customization: label position (Top/Center/Bottom), colors, opacity, sizes Multiple label formats: horizontal, stacked, or vertical-styled (simulated via line breaks) Background regime shading with selectable overlap priority Two on-chart panels: Legend + Current Year Status How to use (educational use-case) Use this overlay to study historical clustering of the mapped years against price behavior and major events. It’s best viewed on higher timeframes (weekly/monthly) to reduce clutter. Disclaimer Markets are complex and influenced by countless variables. The Benner cycle map and the event markers shown here are provided for learning and visualization only. Past patterns do not guarantee future results. Always do your own research and risk management.
อินดิเคเตอร์ Pine Script®
โดย Yesid_Correa_Cano
Pi Cycle OscillatorThis oscillator combines the Pi Cycle Top indicator with a percentile-based approach to create a more precise and easy to read market timing tool. Instead of waiting for moving average crossovers, it shows you exactly how close you are to a potential market top. Orange background means you should start preparing for a potential top and look into taking profits. Red background means that the crossover has happened on the original Pi Cycle Indicator and that you should have already sold everything. (Crossover of the gray line aka 100) Thank you Bollinger Band Width Percentile - The_Caretaker Pi Cycle Top - megasyl20
อินดิเคเตอร์ Pine Script®
โดย jinasora
1
Benner Cycle + Auto Weekly FibonacciBenner Cycle Wave A sinusoidal wave modeled after the historic Benner Cycle theory, which suggests regular economic and market turning points. - Auto-adjusts based on chart time - Displays BUY/SELL signal markers at cycle peaks and troughs Fibonacci Retracement Levels Automatically draws key Fibonacci levels (0% to 100%) using the daily high and low, helping you spot potential reversal or continuation zones. - Fully dynamic: updates at the start of each week - Great for intraday and swing traders looking to time pullbacks or breakouts Why use both? The Benner wave highlights when markets may shift. The Fibonacci levels show where price could react. Together, they give you time + price confluence — a powerful edge in trade planning.
อินดิเคเตอร์ Pine Script®
โดย RiskReaperReward
2
PCTR - Pi Cycle Top Risk [Logue]Pi-cycle Top Risk (PCTR) - The PCTR indicator uses divergence of the Pi-cycle top indicator display the risk that a macro top in Bitcoin (BTC) is near. The Pi-cycle top indicator is simply the cross of the 111-day moving average above a 2x multiple of the 350-day moving average of the BTC price. While there is no fundamental reasoning behind why this works, it has worked to indicate previous bitcoin tops by taking advantage of the cyclicality of the BTC price and measurement overextension of BTC price. This indicator triggers a top signal when the fast moving average (111-day) crosses above the 2x multiple of the slow moving average (350-day). What's interesting is the indicator can also signal a bottom when the divergence of the fast moving average is at an extreme versus the slow moving average. The indicator signals a bottom when the fast MA is 66% away from the slow MA value. Both the top and bottom signals are clearly shown on the chart on a scale from 100 to 0.
อินดิเคเตอร์ Pine Script®
โดย Da_Prof
[EAGLE] Investment_Eagle Cycle Confirmation line Investment_Eagle Cycle Confirmation line is an EMA crossover indicator designed for cycle-style trend regimes. It plots two EMA lines and a filled band (“cloud”) between them to visualize bullish/bearish conditions. Key feature: the script adds a confirmation window using a slightly faster and slightly slower EMA length around the base slow EMA: Leading EMA2 (-10% length) triggers an early warning crossover. Primary EMA2 (base length) is the main crossover. Lagging EMA2 (+10% length) acts as confirmation. When a leading crossover appears first, the band turns gray, indicating a critical transition zone. That zone remains active until: the primary crossover occurs and then the lagging crossover confirms the move, or the move is invalidated (leading crosses back) / times out (to prevent indefinite gray zones). Timeframe control: you can lock the calculations to Daily, use the Chart timeframe, or set a Custom timeframe. Notes: The confirmation EMAs are automatically rounded to the nearest whole number and guarded to avoid equal lengths. Optional ATR-based filtering can be enabled via “Filter Gap %”
อินดิเคเตอร์ Pine Script®
โดย AVB284
QUARTERLY CYCLES - DAY - SESSION - 90M - RICH BVWYThis custom version of the origional script by © HandlesHandle refines the quarter labeling system. Instead of implying discrete deliveries (A, M, D, X etc.), quarters are labeled Q1–Q4 to reflect fixed time ranges. This ensures clarity: quarters are structural anchors, while AMDX variables define the actual cycle behavior. The indicator highlights cycles, not expected deliveries.
อินดิเคเตอร์ Pine Script®
โดย richardbvuwayi
BTC Flow Dashboard : Spot Premium + OI + Funding + Cycle SignalsSpot Premium vs Perpetual Basket (%): Tracks how aggressively perps are trading relative to spot, a leading indicator of speculative activity and leverage buildup. Aggregated Open Interest Z-Score: A normalized view of OI expansion/contraction across major exchanges (Binance, BitMEX, Bybit, Kraken, etc.), highlighting when leverage enters overheated zones. Composite Funding Rate Analysis: Calculates a TWAP-smoothed funding composite across major venues, with optional APR scaling, showing where perpetual markets are paying for long or short exposure. Confluence Signal Engine: Dynamically flags bullish or bearish market conditions based on premium behavior and leverage environment — including over-leverage warnings that often precede volatility spikes. Extreme Cycle Tops & Bottoms (Experimental): Optional signal module that highlights historically significant extremes (e.g., 2020 bottom or 2021 top) based on statistical Z-score thresholds across the three core metrics. Notes & Tips Works best on weekly or monthly timeframes for macro cycle analysis. Daily and 3D views provide short-term leverage context but may produce more frequent signals. The Extreme Signal Engine is experimental — not a trading signal on its own, but a contextual tool to support macro decision-making.
อินดิเคเตอร์ Pine Script®
โดย FIRE_CRYPTO
Blockchain Fundamentals: Liquidity Cycle MomentumLiquidity Cycle Momentum Indicator Overview: This indicator analyzes global liquidity trends by calculating a unique Liquidity Index and measuring its year-over-year (YoY) percentage change. It then applies a momentum oscillator to the YoY change, providing insights into the cyclical momentum of liquidity. The indicator incorporates a limited historical data workaround to ensure accurate calculations even when the chart’s history is short. Features Breakdown: 1. Limited Historical Data Workaround Function: The limit(length) function adjusts the lookback period when there isn’t enough historical data (i.e., near the beginning of the chart), ensuring that calculations do not break due to insufficient data. 2. Global Liquidity Calculation Data Sources: TVC:CN10Y (10-year yield from China) TVC:DXY (US Dollar Index) ECONOMICS:USCBBS (US Central Bank Balance Sheet) FRED:JPNASSETS (Japanese assets) ECONOMICS:CNCBBS (Chinese Central Bank Balance Sheet) FRED:ECBASSETSW (ECB assets) Calculation Methodology: A ratio is computed (cn10y / dxy) to adjust for currency influences. The Liquidity Index is then derived by multiplying this ratio with the sum of the other liquidity components. 3. Year-over-Year (YoY) Percent Change Computation: The indicator determines the number of bars that approximately represent one year. It then compares the current Liquidity Index to its value one year ago, calculating the YoY percentage change. 4. Momentum Oscillator on YoY Change Oscillator Components: 1. Calculated using the Chande Momentum Oscillator (CMO) applied to the YoY percent change with a user-defined momentum length. 2. A weighted moving average (WMA) that smooths the momentum signal. 3. Overbought and Oversold zones Signal Generation: Buy Signal: Triggered when the momentum crosses upward from an oversold condition, suggesting a potential upward shift in liquidity momentum. Sell Signal: Triggered when crosses below an overbought condition, indicating potential downward momentum. State Management: The indicator maintains a state variable to avoid repeated signals, ensuring that a new buy or sell signal is only generated when there’s a clear change in momentum. 5. Visual Presentation and Alerts Plots: The oscillator value and signalline are plotted for visual analysis. Overbought and oversold levels are marked with dashed horizontal lines. Signal Markers: Buy and sell signals are marked with green and maroon circles, respectively. Background Coloration: Optionally, the chart’s background bars are colored (yellow for buy signals and fuchsia for sell signals) to enhance visual cues when signals are triggered. Conclusion In summary, the Liquidity Cycle Momentum Indicator provides a robust framework to analyze liquidity trends by combining global liquidity data, YoY changes, and momentum oscillation. This makes it an effective tool for traders and analysts looking to identify cyclical shifts in liquidity conditions and potential turning points in the market.
อินดิเคเตอร์ Pine Script®
โดย theheirophant
Weierstrass Function (Fractal Cycles)THE WEIERSTRASS FUNCTION f(x) = ∑(n=0)^∞ a^n * cos(b^n * π * x) The Weierstrass Function is the sum of an infinite series of cosine functions, each with increasing frequency and decreasing amplitude. This creates powerful multi-scale oscillations within the range ⬍(-2;+2), resembling a system of self-repetitive patterns. You can zoom into any part of the output and observe similar proportions, mimicking the hidden order behind the irregularity and unpredictability of financial markets. IT DOESN’T RELY ON ANY MARKET DATA, AS THE OUTPUT IS BASED PURELY ON A MATHEMATICAL FORMULA! This script does not provide direct buy or sell signals and should be used as a tool for analyzing the market behavior through fractal geometry. The function is often used to model complex, chaotic systems, including natural phenomena and financial markets. APPLICATIONS: Timing Aspect: Identifies the phases of market cycles, helping to keep awareness of frequency of turning points Price-Modeling features: The Amplitude, frequency, and scaling settings allow the indicator to simulate the trends and oscillations. Its nowhere-differentiable nature aligns with the market's inherent uncertainty. The fractured oscillations resemble sharp jumps, noise, and dips found in volatile markets. SETTINGS Amplitude Factor (a): Controls the size of each wave. A higher value makes the waves larger. Frequency Factor (b): Determines how fast the waves oscillate. A higher value creates more frequent waves. Ability to Invert the output: Just like any cosine function it starts its journey with a decline, which is not distinctive to the behavior of most assets. The default setting is in "inverted mode". Scale Factor: Adjusts the speed at which the oscillations grow over time. Number of Terms (n_terms): Increases the number of waves. More terms add complexity to the pattern.
อินดิเคเตอร์ Pine Script®
โดย fract
4
Pi Cycle Indicator Low and High The Pi Cycle Indicator is a technical analysis tool used in finance, particularly within cryptocurrency markets, to identify potential market tops or bottoms. It is based on two moving averages: the 111-day moving average and the 350-day moving average of Bitcoin's price. The indicator suggests that when these two moving averages converge or cross each other, it may signal significant market turning points. The name "Pi Cycle" comes from the mathematical relationship between these two moving averages, roughly equivalent to the mathematical constant Pi (3.14). Traders and analysts use this indicator to gauge potential trend reversals and make informed decisions regarding their trading strategies. However, like any technical analysis tool, it should be used in conjunction with other indicators and fundamental analysis for a comprehensive understanding of market conditions.
อินดิเคเตอร์ Pine Script®
โดย ingeniumtufan
1