Sentimentanalysis — 指標和策略

Aggregated Open Interest [Alpha Extract]The Aggregated Open Interest indicator provides a comprehensive view of open interest across multiple cryptocurrency exchanges, allowing traders to monitor institutional positioning and market sentiment. By aggregating data from major exchanges like Binance, BitMEX, and Kraken, this indicator offers valuable insights into potential price movements and market shifts. 🔶 CALCULATION The indicator processes open interest data through multiple analytical methods: Exchange Aggregation: Collects and normalizes open interest data from multiple exchanges (Binance, BitMEX, Kraken) with proper currency normalization. Multi-Mode Analysis: Calculates various metrics including raw open interest values, OI change, OI delta, volume-weighted delta, and OI RSI. Divergence Detection: Uses pivot point analysis to identify divergences between price action and open interest movements. Activity Assessment: Tracks bullish and bearish activity patterns by correlating open interest changes with price movements. Formula: Aggregate OI = Sum of normalized open interest from selected exchanges OI Change = Current OI - Previous OI OI Delta = Net change in open interest across timeframes OI Delta × Volume = OI Delta weighted by relative volume OI RSI = Relative Strength Index applied to open interest values OI Heatmap = Multi-timeframe visualization of OI changes across 7 distinct periods 🔶 DETAILS Visual Features: Open Interest: Candlestick representation of aggregated open interest OI Change: Histogram showing period-to-period changes OI Delta: Histogram displaying net OI movements OI Delta × Volume: Volume-weighted OI delta for enhanced signals OI RSI: Oscillator showing overbought/oversold OI conditions OI Heatmap: Multi-timeframe visualization showing OI changes across 7 periods (3, 5, 8, 13, 21, 34, and 55 days) Divergence Detection: Color-coded markers (teal for bullish, red for bearish) highlighting significant divergences between price and open interest Analysis Table: Real-time summary of key metrics including aggregate OI, recent changes, and bullish/bearish activity. Interpretation: Increasing Open Interest + Rising Price: Strong bullish trend confirmation Increasing Open Interest + Falling Price: Strong bearish trend confirmation Decreasing Open Interest + Rising Price: Weak bullish trend (potential reversal) Decreasing Open Interest + Falling Price: Weak bearish trend (potential reversal) Divergences: Signal potential trend exhaustion and reversals when price moves in one direction while open interest moves in the opposite direction Heatmap: Provides at-a-glance insight into open interest trends across multiple timeframes, with green bars indicating rising OI and red bars indicating falling OI 🔶 EXAMPLES Trend Confirmation: Rising open interest accompanying a price increase confirms strong bullish momentum with institutional backing. Example: During January-February 2025, rising OI during price advances confirms institutional participation in the uptrend. Bearish Divergence: Price makes a higher high while open interest makes a lower high, signaling potential trend reversal. Example: Red markers appear at market tops where price continues higher but open interest fails to confirm, preceding significant corrections. Bullish Divergence : Price makes a lower low while open interest makes a higher low, indicating potential bottoming. Example: Teal markers appear at market bottoms where price continues lower but open interest fails to confirm, preceding significant rallies. OI Heatmap Analysis : Multiple timeframes showing consistent red signals across short to long-term periods indicate strong institutional selling pressure. Example: When all 7 periods (3-55 days) show red during a price uptrend, this signals institutional selling into retail strength, often preceding major corrections. 🔶 SETTINGS Customization Options: Data Sources: Toggle different exchanges (Binance USDT/USD/BUSD, BitMEX USD/USDT, Kraken USD) Display Mode: Choose between Open Interest, OI Change, OI Delta, OI Delta × Volume, OI RSI, and OI Heatmap Currency Units: Display in USD or base cryptocurrency (COIN) Analysis Tools: Moving Average (length and color), RSI (length and color) Divergence Detection: Enable/disable signals, adjust lookback period and threshold percentage, customize bullish/bearish divergence colors OI Heatmap Colors: Customize bullish (green) and bearish (red) signal colors for the multi-timeframe heatmap visualization The Aggregated Open Interest indicator provides traders with comprehensive insights into institutional positioning across major exchanges, helping identify potential trend continuations, reversals, and key market turning points driven by smart money movements. The addition of the OI Heatmap feature enables traders to quickly visualize open interest trends across multiple timeframes, providing valuable context for institutional positioning over different market cycles.

XLimitless - Commitments of Traders (COT)XLimitless - Commitment of Traders (COT) Unlock unparalleled market insights with the XLimitless - COT Indicator, designed to give traders a competitive edge by visualizing the weekly Commitment of Traders (COT) data in an interactive and customizable table. This advanced tool provides a comprehensive breakdown of market participants' positions, including Commercials, Non-Commercials (Large Speculators), and Non-Reportables (Small Speculators). Key Features: Customizable Data Display: Choose from Commercial , Non-Commercial , or Non-Reportable positions. Set the number of weeks to display (up to 52) for a tailored view. Heatmap highlighting for quick identification of historical extremes. Detailed Metrics: Weekly Long, Short, and Net Positions data. Open Interest and weekly changes for granular analysis. Max/Min rows to spot historical highs and lows at a glance. Interactive Table Positioning: Flexible table placement options (e.g., Top Right, Bottom Left) to suit your chart layout. Dynamic date adjustments with time-zone support for accurate alignment. Enhanced Visual Feedback: Heatmap-based color gradients for easy trend and extreme position identification. Integrated tooltips for intuitive data understanding. Global Asset Coverage: Supports major asset classes, including Currencies, Commodities, Indices, and more. Auto-detects base and quote currencies, ensuring accurate data mapping. Historical Lookback Settings: Analyze trends over 6 months to 5 years with configurable lookback periods. Market Participants: Commercial: Users & Producers Non Commercial: Bank, Institutions & Large Traders Non Reportable: Small Traders, Retail -- Disclaimer: By using or publishing the XLimitless - Commitment of Traders (COT) indicator, you warrant that: The information displayed and interpreted through this tool complies with applicable laws and regulations. The indicator does not constitute investment advice or financial recommendations. The content generated is not intended solely for qualified or professional investors. Always ensure compliance with TradingView’s policies and applicable legal standards. Use this indicator responsibly and at your own discretion.

Money Flow Index Trend Zone Strength [UAlgo]The "Money Flow Index Trend Zone Strength " indicator is designed to analyze and visualize the strength of market trends and OB/OS zones using the Money Flow Index (MFI). The MFI is a momentum indicator that incorporates both price and volume data, providing insights into the buying and selling pressure in the market. This script enhances the traditional MFI by introducing trend and zone strength analysis, helping traders identify potential trend reversals and continuation points. 🔶 Customizable Settings Amplitude: Defines the range for the MFI Zone Strength calculation. Wavelength: Period used for the MFI calculation and Stochastic calculations. Smoothing Factor: Smoothing period for the Stochastic calculations. Show Zone Strength: Enables/disables visualization of the MFI Zone Strength line. Show Trend Strength: Enables/disables visualization of the MFI Trend Strength area. Trend Strength Signal Length: Period used for the final smoothing of the Trend Strength indicator. Trend Anchor: Selects the anchor point (0 or 50) for the Trend Strength Stochastic calculation. Trend Transform MA Length: Moving Average length for the Trend Transform calculation. 🔶 Calculations Zone Strength (Stochastic MFI): The highest and lowest MFI values over a specified amplitude are used to normalize the MFI value: MFI Highest: Highest MFI value over the amplitude period. MFI Lowest: Lowest MFI value over the amplitude period. MFI Zone Strength: (MFI Value - MFI Lowest) / (MFI Highest - MFI Lowest) By normalizing and smoothing the MFI values, we aim to highlight the relative strength of different market zones. Trend Strength: The smoothed MFI zone strength values are further processed to calculate the trend strength: EMA of MFI Zone Strength: Exponential Moving Average of the MFI Zone Strength over the wavelength period. Stochastic of EMA: Stochastic calculation of the EMA values, smoothed with the same smoothing factor. Purpose: The trend strength calculation provides insights into the underlying market trends. By using EMA and stochastic functions, we can filter out noise and better understand the overall market direction. This helps traders stay aligned with the prevailing trend and make more informed trading decisions. 🔶 Usage Interpreting Zone Strength: The zone strength plot helps identify overbought and oversold conditions. A higher zone strength indicates potential overbought conditions, while a lower zone strength suggests oversold conditions, can suggest areas for entry/exit decisions. Interpreting Trend Strength: The trend strength plot visualizes the underlying market trend, can help signal potential trend continuation or reversal based on the chosen anchor point. Using the Trend Transform: The trend transform plot provides an additional layer of trend analysis, helping traders identify potential trend reversals and continuation points. Combine the insights from the zone strength and trend strength plots with other technical analysis tools to make informed trading decisions. Look for confluence between different indicators to increase the reliability of your trades. 🔶 Disclaimer: Use with Caution: This indicator is provided for educational and informational purposes only and should not be considered as financial advice. Users should exercise caution and perform their own analysis before making trading decisions based on the indicator's signals. Not Financial Advice: The information provided by this indicator does not constitute financial advice, and the creator (UAlgo) shall not be held responsible for any trading losses incurred as a result of using this indicator. Backtesting Recommended: Traders are encouraged to backtest the indicator thoroughly on historical data before using it in live trading to assess its performance and suitability for their trading strategies. Risk Management: Trading involves inherent risks, and users should implement proper risk management strategies, including but not limited to stop-loss orders and position sizing, to mitigate potential losses. No Guarantees: The accuracy and reliability of the indicator's signals cannot be guaranteed, as they are based on historical price data and past performance may not be indicative of future results.

CoT artificial by Oster and Freundl (CoF)Overview: CoF , short for "CoT artificial by Oster and Freundl", presents a novel approach to market analysis, inspired by the traditional Commitments of Traders (CoT) Index . Based on the artificial CoT calculation according to Freundl and Oster (explained below), this indicator provides traders with a versatile tool applicable across various markets, including individual stocks. Unlike its predecessor, CoF offers flexibility in its application, accommodating traders with different investment horizons, whether they operate on weekly, daily, hourly, or even minute candlesticks. By adjusting the period length in the settings, users can fine-tune the sensitivity of CoF to capture buy or sell signals, albeit with differing signal qualities. Additionally, CoF is equipped with alert functionalities, enhancing its usability for traders seeking timely market insights. Sophisticated Calculation Methodology: CoF derives its insights from a sophisticated calculation methodology, leveraging price range and price movement metrics to assess market dynamics. The indicator computes the ratio between the moving averages of price movement and price range over a specified period. This ratio, once normalized and scaled to a 0-100 range , provides traders with a quantifiable measure of market sentiment. Notably, CoF's calculation method, while nuanced, ensures accessibility and usability for traders seeking actionable insights without delving into complex mathematical formulations. Interpretation: CoF-Index, represented on the chart, offers traders insights into market sentiment dynamics . Values below the sell threshold indicate potential selling pressure, triggering sell alerts to alert traders to potential downturns. Conversely, values exceeding the buy threshold signal buying opportunities, prompting buy alerts for traders to capitalize on potential market upswings. By aligning these interpretations with the trader's investment strategy, CoF aids in decision-making processes, offering nuanced perspectives on market movements. Dynamic Color Coding for Visual Clarity: To enhance user experience and facilitate quick decision-making, CoF incorporates dynamic color coding . Market conditions favoring selling are denoted by red hues, while those conducive to buying are highlighted in green. Neutral conditions, indicative of balanced market sentiment, are represented in neutral colors. This intuitive visual feedback enables traders to swiftly identify market opportunities and risks, empowering them to make informed trading decisions. Customizable Parameters for Tailored Analysis: Acknowledging the diverse trading preferences and strategies of its users, CoF offers customizable parameters . Traders can adjust the period length to fine-tune the indicator's sensitivity to their desired level, balancing the frequency and quality of signals according to their trading objectives. Additionally, CoF's alert functionalities allow traders to set personalized thresholds, aligning with their risk tolerance and market outlook. Conclusion: In conclusion, CoF emerges as a valuable addition to the trader's toolkit, offering a versatile and accessible approach to market analysis. Built upon a foundation of sophisticated calculation methodologies, CoF provides traders with actionable insights into market sentiment across various timeframes and asset classes . Its intuitive visualizations, coupled with customizable parameters and alert functionalities, empower traders to navigate dynamic market conditions with confidence. Importantly, the CoF index offers traders the flexibility to employ a synthetically calculated method, inspired by the classic CoT-Index, regardless of market or investment horizon . Whether you're a seasoned investor or a novice trader, CoF equips you with the tools needed to stay ahead in today's competitive markets.

Rotation Factor for TPO and OHLC (Classic)The Rotation Factor objectively measures attempted market direction(or market sentiment) for a given period. It records the cumulative directional attempts of auction rotations within a given period, thus, helping traders determine which way the market is trying to go and which market participant is exerting greater control or influence. Theory The premise is that a greater number of bars auctioning higher contrasted to bars auctioning lower indicates that buyers are exerting greater control over price within the given period(usually daily). In this case, the market is attempting to go higher (Market is Bullish). The same is true for a greater number of bars auctioning lower than higher, which, in this case, indicates that the sellers are exerting greater control over price within the given period and that the market is attempting to go lower (Market is Bearish). Calculation Each bar is individually measured in relation to the immediate previous bar, and calculations are reset at the beginning of each period. For every bar, two variables are utilised: One for the highs and another for the lows. During bar start, these variables are initiated at 0. As the period progresses, these variables are set accordingly: If the high of the current bar is higher than that of the previous bar, then the bar's highs variable is assigned a "+1". If the opposite is true, it is given a "-1". Finally, if both bar highs are equal, it is, instead, assigned a "0". The same is true for the lows: if the low of the current bar is higher than that of the previous low, then the bar's lows variable is assigned a "+1". Similarly, the opposite is given a "-1", while equal lows causes it to be assigned a "0". All highs and lows are then summed together resulting to a total, which becomes the Rotational Factor. Presentation Furthermore, this Rotation Factor Indicator is presented as it is calculated, which is the presentation utilised by classic sources (hence the name classic). Features 1. Customisable Tick Size/Granularity : The calculation tick size/ granularity is customisable which can be accessed through the indicator settings. 2. Customisable Labels : The colour and sizes used by the labels are customisable the better for accessibility. 3. Period Separator : A separator is rendered to represent period borders (start and end). If separators are already present on your chart, you can remove them from the indicator settings. Works for both split Market Profile(TPO) charts and regular OHLC bars/candle charts The Rotation Factor is usually used with a Split Market Profile (TPO). However, if no such tool is available, you will still be able to benefit from the Rotation Factor as the price ranges of Split Market Profiles and OHLC bars/candles are one and the same. In such cases, it is recommended that you set your chart to use a 30 minute timeframe and the indicator's period to "daily" to simulate a Split Market Profile. Note : The Rotation Factor is, to quote, "by no means not an all-conclusive indication of future market direction.". It only helps determine which way the market is trying to go by objectively measuring the market's directional attempts.

Williams Vix Fix ultra complete indicator (Tartigradia)Williams VixFix is a realized volatility indicator developed by Larry Williams, and can help in finding market bottoms. Indeed, as Williams describe in his paper, markets tend to find the lowest prices during times of highest volatility, which usually accompany times of highest fear. The VixFix is calculated as how much the current low price statistically deviates from the maximum within a given look-back period. Although the VixFix originally only indicates market bottoms, its inverse may indicate market tops. As masa_crypto writes : "The inverse can be formulated by considering "how much the current high value statistically deviates from the minimum within a given look-back period." This transformation equates Vix_Fix_inverse. This indicator can be used for finding market tops, and therefore, is a good signal for a timing for taking a short position." However, in practice, the Inverse VixFix is much less reliable than the classical VixFix, but is nevertheless a good addition to get some additional context. For more information on the Vix Fix, which is a strategy published under public domain: * The VIX Fix, Larry Williams, Active Trader magazine, December 2007, web.archive.org * Fixing the VIX: An Indicator to Beat Fear, Amber Hestla-Barnhart, Journal of Technical Analysis, March 13, 2015, ssrn.com * Replicating the CBOE VIX using a synthetic volatility index trading algorithm, Dayne Cary and Gary van Vuuren, Cogent Economics & Finance, Volume 7, 2019, Issue 1, doi.org Created By ChrisMoody on 12-26-2014... V3 MAJOR Update on 1-05-2014 tista merged LazyBear's Black Dots filter in 2020: Extended by Tartigradia in 10-2022: * Can select a symbol different from current to calculate vixfix, allows to select SP:SPX to mimic the original VIX index. * Inverse VixFix (from masa_crypto and web.archive.org) * VixFix OHLC Bars plot * Price / VixFix Candles plot (Pro Tip: draw trend lines to find good entry/exit points) * Add ADX filtering, Minimaxis signals, Minimaxis filtering (from samgozman ) * Convert to pinescript v5 * Allow timeframe selection (MTF) * Skip off days (more accurate reproduction of original VIX) * Reorganized, cleaned up code, commented out parts, commented out or removed unused code (eg, some of the KC calculations) * Changed default Bollinger Band settings to reduce false positives in crypto markets. Set Index symbol to SPX, and index_current = false, and timeframe Weekly, to reproduce the original VIX as close as possible by the VIXFIX (use the Add Symbol option, because you want to plot CBOE:VIX on the same timeframe as the current chart, which may include extended session / weekends). With the Weekly timeframe, off days / extended session days should not change much, but with lower timeframes this is important, because nights and weekends can change how the graph appears and seemingly make them different because of timing misalignment when in reality they are not when properly aligned.

RSI+ by Wilson (alt)Extension of the excellent RSI+ script by Wilsonlibero. I tweaked the parameters to better fit crypto markets, and I added a few more visuals, such as midline, overbought/oversold threshold lines and areas, background coloration depending on RSI trend above or below midline, and a few other tweaks especially colors (fixed the transp parameter deprecation for example). The color theme is by default more optimized for dark mode charts, but all colors can be configured, and all drawings can be enabled/disabled/tweaked in the parameters. I'm just giving back to the community since I could modify this script only because it was open-source. If you like this script, please don't give me any credit, but please show some love to the original author Wilsonlibero:

Trend Identifier Strategy Trend Identifier Strategy for 1D BTC.USD The indicator smoothens a closely following moving average into a polynomial like plot and assumes 4 staged cycles based on the first and the second derivatives. This is an optimized strategy for long term buying and selling with a Sortino Ratio above 3. It is designed to be a more profitable alternative to HODLing. It can be combined with 'Accumulation/Distribution Bands & Signals' and 'Exponential Top and Bottom Finder'.