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Overbought

Linear Regression Oscillator [ChartPrime]Linear Regression Oscillator Indicator Overview: The Linear Regression Oscillator is a custom TradingView indicator designed to provide insights into potential mean reversion and trend conditions. By calculating a linear regression on the closing prices over a user-defined period, this oscillator helps identify overbought and oversold levels and highlights trend changes. The indicator also offers visual cues and color-coded price bars to aid in quick decision-making. Key Features: ◆ Customizable Look-Back Period: Input: Length Default: 20 Description: Determines the period over which the linear regression is calculated. A longer period smooths the oscillator but may lag, while a shorter period is more responsive but may be noisier. ◆ Overbought and Oversold Thresholds: Inputs: Upper Threshold and Lower Threshold Default: 1.5 and -1.5 respectively Description: Define the upper and lower bounds for identifying overbought and oversold conditions. Values outside these thresholds suggest potential reversals. ◆ Candlestick Color Plotting: Input: Plot Bar Color Default: false Description: Option to color the price bars based on the oscillator's value, providing a visual representation of market conditions. Bars turn cyan for positive oscillator values and blue for negative. ◆ Mean Reversion and Trend Signals: Visual markers and labels indicate when the oscillator suggests mean reversion or trend changes, aiding in identifying key market turning points. ◆ Invalidation Levels: Tracks the highest and lowest prices over a recent period to set levels where the current trend signal would be considered invalidated. ◆ Gradient Color Coding: Utilizes gradient color coding to enhance the visualization of oscillator values, making it easier to interpret overbought and oversold conditions. ◆ Usage Notes: Setting the Look-Back Period: Adjust the "Length" input based on the timeframe and the type of trading you are conducting. Shorter periods are more suited for intraday trading, while longer periods can be used for swing trading. Interpreting Thresholds: Use the upper and lower threshold inputs to fine-tune the sensitivity of the overbought and oversold signals. Higher absolute values reduce the number of signals but increase their reliability. Candlestick Coloring: Enabling the "Plot Bar Color" option can help quickly identify the current state of the oscillator in relation to the zero line. This visual aid can be particularly useful in fast-moving markets. Mean Reversion and Trend Signals: Pay attention to the symbols and labels on the chart indicating mean reversion and trend changes. These signals are designed to highlight potential entry and exit points. Invalidation Levels: Use the plotted invalidation levels as stop-loss or signal invalidation points. If the price moves beyond these levels, the current trend signal is likely invalid. This indicator helps traders identify overbought and oversold conditions, potential mean reversions, and trend changes based on the linear regression of the closing prices over a specified look-back period.
Индикатор Pine Script™
от ChartPrime
65
Turbo Oscillator [RunRox]Introducing Turbo Oscillator by RunRox, our new indicator that combines a multitude of useful and unique features, which we will detail in this post. List of Advanced Technologies: Real-Time Divergences: Detects discrepancies between price movements and oscillator indicators to forecast potential price reversals. Real-Time Hidden Divergences: We identify hidden divergences in real-time. These are not the standard type of divergences; they are opposite to regular divergences, providing unique insights into potential market movements. Overbought and Oversold Zones: Identifies areas where the market is potentially overextended, suggesting possible entry and exit points. Signal Line: Indicates the market direction, helping traders to quickly understand current trends. Money Flow Histogram: Shows the flow of money into and out of the market, providing insights into buying and selling pressure. Predicted Reversal Zones: Pinpoints areas where the market might experience reversals, aiding in strategic planning and risk management. These zones also serve as potential areas for taking profits, enhancing their utility for exit strategy planning. Customizable Alerts: You can flexibly set up alerts for any events detected by our indicator, ensuring you stay informed about critical market movements. To begin with, I would like to describe the difference between classic divergences and hidden divergences. As you can see, these are opposite situations. Our oscillator identifies both types of divergences and displays them in real-time. Divergences can serve as points where the price might reverse in the opposite direction, making both classic and hidden divergences powerful tools for spotting reversal points. I'll show a few examples of how divergences are used in our oscillator. Classic Divergences - which we identify in real-time. As you can see, the price often reacts strongly to the formation of these divergences, frequently changing its direction. Hidden Divergences - we also observe frequent movement in the opposite direction on the chart. The advantage of our indicator is that we show divergences in real-time without delays, allowing you to react immediately to trend changes. Overbought and Oversold Zones - These zones allow you to see trend changes when the price is clearly overbought or oversold. When the color changes from a contrasting shade to a neutral one, you can observe the trend shift. The lines work by combining the positivity/negativity of the histogram, the positivity/negativity of the signal line, and the direction of the signal line (red/green). This sophisticated interaction provides precise insights into market conditions, making it an invaluable tool for traders. Signal Line - This provides insights into trend changes and price reversals. The points on the line better indicate the beginning of a trend shift. These points can vary in size, offering a clearer understanding of the strength of the emerging trend. This feature works in combination with RSI, Stochastic, and MFI. RSI and MFI are top-tier indicators, while Stochastic adds responsiveness and sensitivity to trend changes, ensuring you capture every market movement accurately and promptly. Money Flow Histogram - As shown in the example, our histogram displays the divergence between money flow and the actual price. You can see that while the price is rising, the money flow is decreasing, indicating insufficient demand for the asset and an imminent trend change. This feature uses MFI with an extended period, providing a more comprehensive and accurate analysis of market conditions. The extended period enhances the reliability of the Money Flow Index, making it an essential tool for identifying subtle shifts in market dynamics. Predicted Reversal Zones - We automatically identify potential price reversal zones and display them above our overbought and oversold zones. In cases of strong overbought or oversold conditions, we detect potential price pullbacks and mark the beginning of a trend change. This helps you better identify trend shifts. We recommend considering these zones as potential take profit points for your trades. Customizable Alerts - Our flexible alert system allows you to receive notifications only for the events you are interested in. These can include: 1. Classic Divergences 2. Hidden Divergences 3. Overbought or Oversold conditions on the status line 4. Strong Overbought or Oversold conditions on the status line 5. Signals from the signal line 6. Reversal zones in any direction Our oscillator is a unique indicator that provides a comprehensive understanding of price movements. It can be used as a standalone tool for analyzing price action. Here are a few examples of using our Oscillator in practice: In the example above, you can see three conditions that have formed for a potential trade: 1. Clear overbought condition with a formed reversal point. 2. Decreasing Money Flow Index diverging from the rising price. 3. Formed classic divergence. The entry point could be the formed divergence, while the exit point could be the overbought condition at the bottom of the oscillator along with the reversal points. Here's another example of using hidden divergence, where you can see three conditions for a potential trade: 1. Overbought zone 2. Formed hidden divergence 3. Start of bearish movement indicated by the signal line You can enter the trade either when the hidden divergence forms or wait for confirmation of the trend change by the signal line and enter the trade when the corresponding signal forms on the signal line. The exit point could be the opposite reversal point or the formation of a new hidden divergence. We have demonstrated a few examples of how you can use our indicator, but we are confident that you will find many more applications in your own strategies. Oscillator offers a variety of customizable parameters to tailor the indicator to your trading preferences. Here’s what our settings include: Signal Line Turn On/Off: Enable or disable the signal line. Length: Set the length period for the signal line calculation. Smooth: Adjust the smoothing level of the signal line for more accurate display. Histogram Turn On/Off: Enable or disable the histogram. Length: Set the length period for the histogram calculation. Smooth: Adjust the smoothing level of the histogram. Other Show Divergence Line: Display divergence lines on the chart. Show Hidden Divergence: Display hidden divergences. Show Status Line: Show the status line indicating overbought or oversold conditions. Show TP Signal: Display signals for take profit. Show Reversal Points: Display potential trend reversal points. Delete Broken Divergence Lines: Remove broken divergence lines from the chart. Alerts Customization Signal Line Bull/Bear: Set alerts for bullish or bearish signals from the signal line. TP Bull/Bear: Set alerts for take profit signals. Status Bull/Bear: Set alerts for bullish or bearish status conditions. Status Bull+/Bear+: Set enhanced alerts for stronger bullish or bearish status conditions. Divergence Bull/Bear: Set alerts for bullish or bearish divergences. Hidden Divergence Bull/Bear: Set alerts for hidden bullish or bearish divergences. With these comprehensive settings, you can fine-tune the Oscillator to perfectly fit your trading strategy and preferences. Our indicator utilizes technologies such as RSI, Stochastic, and Money Flow Index, with numerous enhancements from our team. It includes exclusive features such as real-time detection of hidden and classic divergences, identification of reversal points using our unique methodology, and much more. Disclaimer: While we consider our Turbo Oscillator to be an excellent tool, it is important to understand that past performance is not indicative of future results. We recommend approaching market analysis comprehensively, using a combination of tools and techniques to make well-informed trading decisions. Always consider the full range of market data and risks when using any trading indicator.
Индикатор Pine Script™
от RunRox
10
Price Ratio Indicator [ChartPrime]The Price Ratio Indicator is a versatile tool designed to analyze the relationship between the price of an asset and its moving average. It helps traders identify overbought and oversold conditions in the market, as well as potential trend reversals. ◈ User Inputs: MA Length: Specifies the length of the moving average used in the calculation. MA Type Fast: Allows users to choose from various types of moving averages such as Exponential Moving Average (EMA), Simple Moving Average (SMA), Weighted Moving Average (WMA), Volume Weighted Moving Average (VWMA), Relative Moving Average (RMA), Double Exponential Moving Average (DEMA), Triple Exponential Moving Average (TEMA), Zero-Lag Exponential Moving Average (ZLEMA), and Hull Moving Average (HMA). Upper Level and Lower Level: Define the threshold levels for identifying overbought and oversold conditions. Signal Line Length: Determines the length of the signal line used for smoothing the indicator's values. ◈ Indicator Calculation: The indicator calculates the ratio between the price of the asset and the selected moving average, subtracts 1 from the ratio, and then smooths the result using the chosen signal line length. // 𝙄𝙉𝘿𝙄𝘾𝘼𝙏𝙊𝙍 𝘾𝘼𝙇𝘾𝙐𝙇𝘼𝙏𝙄𝙊𝙉𝙎 //@ Moving Average's Function ma(src, ma_period, ma_type) => ma = ma_type == 'EMA' ? ta.ema(src, ma_period) : ma_type == 'SMA' ? ta.sma(src, ma_period) : ma_type == 'WMA' ? ta.wma(src, ma_period) : ma_type == 'VWMA' ? ta.vwma(src, ma_period) : ma_type == 'RMA' ? ta.rma(src, ma_period) : ma_type == 'DEMA' ? ta.ema(ta.ema(src, ma_period), ma_period) : ma_type == 'TEMA' ? ta.ema(ta.ema(ta.ema(src, ma_period), ma_period), ma_period) : ma_type == 'ZLEMA' ? ta.ema(src + src - src , ma_period) : ma_type == 'HMA' ? ta.hma(src, ma_period) : na ma //@ Smooth of Source src = math.sum(source, 5)/5 //@ Ratio Price / MA's p_ratio = src / ma(src, ma_period, ma_type) - 1 ◈ Visualization: The main plot displays the price ratio, with color gradients indicating the strength and direction of the ratio. The bar color changes dynamically based on the ratio, providing a visual representation of market conditions. Invisible Horizontal lines indicate the upper and lower threshold levels for overbought and oversold conditions. A signal line, smoothed using the specified length, helps identify trends and potential reversal points. High and low value regions are filled with color gradients, enhancing visualization of extreme price movements. MA type HMA gives faster changes of the indicator (Each MA has its own specifics): MA type TEMA: ◈ Additional Features: A symbol displayed at the bottom right corner of the chart provides a quick visual reference to the current state of the indicator, with color intensity indicating the strength of the ratio. Overall, the Price Ratio Indicator offers traders valuable insights into price dynamics and helps them make informed trading decisions based on the relationship between price and moving averages. Adjusting the input parameters allows for customization according to individual trading preferences and market conditions.
Индикатор Pine Script™
от ChartPrime
9
Hybrid Overbought/Oversold OverlayIntroduction This is a new representation of my well-known oscillator Hybrid Overbought/Oversold Detector overlaid on the chart. The script utilizes the following 12 different oscillators to bring forth a new indicator which I call it Hybrid OB/OS . Utilized Oscillators The utilized oscillators here are: Bollinger Bands %B Chaikin Money Flow (CMF) Chande Momentum Oscillator (CMO) Commodity Channel Index (CCI) Disparity Index (DIX) Keltner Channel %K Money Flow Index (MFI) Rate Of Change (ROC) Relative Strength Index (RSI) Relative Vigor Index (RVI/RVGI) Stochastic Twiggs Money Flow (TMF) The challenging part of utilizing mentioned oscillators was that some of their formulas range are not similar and some of them does not have a mathematical range at all. So I used a normalization function to normalize all their output values to (0, 100) interval. Overbought/Oversold Levels Calculation I noticed that the levels which considered as OB/OS level by various traders for each of the utilized oscillators are so different, e.g., many traders consider 30 as OS level and 70 as OB level for RSI and some others take 20 and 80 as the levels, or some traders consider 20 and 80 as OS/OB levels for Stochastic oscillator. Also these levels could be different on different assets, e.g., OB/OS levels for CCI on EURUSD chart might be 80 and 20 while the levels on BTCUSDT chart might be 75 and 25, and so on. So I decided to make a routine to automate the calculation of these levels using historical data. By this feature, my indicator would calculate the corresponding levels for the oscillators on current chart and then decide about the overbought/oversold situation of each one, which leads to a more accurate Hybrid OB/OS indication. As the result, if all 12 individual oscillators say it's overbought/oversold, the Hybrid OB/OS shows 100% overbought/oversold, vice versa, if none of them say it's overbought/oversold, the Hybrid OB/OS shows 0, and so on. The Overlaying Oscillator Problem! A programming-related challenge here was that Pine Script assigns two separate spaces to the oscillators and the overlaid indicators, and the programmers are limited to use just one of them in each of their codes. Knowing this, I was forced to simulate the oscillator space on the chart and display my oscillator as a diagram somehow. Of course it won't be as nice as the oscillator itself, because the relation between the main chart bars and the oscillator bars could not be obtained, but it's better than nothing! Settings and Usage The indicator settings contain some options about the calculations, the diagram display and the signals appearance. By default they are fine, but you could change them as you prefer. This indicator is better to be used alongside other indicators as a confirmation (specially in counter-trend strategies I believe). Also it generates an external signal which you could use it in your own designed indicators as well. Feel free to test it and also the former form of the Hybrid OB/OS . Good Luck!
Индикатор Pine Script™
от informanerd
7
RSI Multi Strategies With Overlay SignalsHello everyone, In this indicator, you will find 6 different entry and exit signals based on the RSI : Entry into overbought and oversold zones Exit from overbought and oversold zones Crossing the 50 level RSI cross RSI MA below or above the 50 level RSI cross RSI MA in the overbought or oversold zones RSI Divergence With the signals identified, you can create your own strategy . (If you have any suggestions, please mention them in the comments). Beyond these signals, you can set SL (Stop Loss) and TP (Take Profit) levels to better manage your positions. SL Methods: Percentage: The stop loss is determined by the percentage you specify. ATR : The stop level is determined based on the Average True Range (ATR). TP Methods: Percentage: The take profit is determined by the percentage you specify. RR ( Risk Reward ): The take profit level is determined based on the distance from the stop level. You can mix and match these options as you like. What makes the indicator unique and effective is its ability to display the RSI in the bottom chart and the signals, SL (Stop Loss), and TP (Take Profit) levels in the overlay chart simultaneously. This feature allows you to manage your trading quickly and easily without the need for using two separate indicators. Let's try out a few strategies together. My entry signal: RSI Entered OS (Oversold) Zone My exit signal: RSI Entered OB (Overbought) Zone I'm not using a stoploss for this strategy ("Fortune favors the brave"). Let's keep ourselves safe by adding a stop loss. I'm adding an ATR-based stop loss. I think it's better now. If you have any questions or suggestions about the indicator, you can contact me. Cheers
Индикатор Pine Script™
от Milvetti
Trend Tide Oscillator [UAlgo]🔶 Description: The "Trend Tide Oscillator " is a technical analysis tool designed to identify potential trend reversals and overbought/oversold conditions in the market. It calculates an oscillator based on the Commodity Channel Index (CCI) and then applies smoothing techniques to provide a clearer view of market momentum. 🔶 Key Features: Oscillator Calculation : The indicator calculates an oscillator based on the Commodity Channel Index (CCI), which is a momentum-based oscillator used to identify overbought and oversold conditions. Smoothing : Smoothing techniques are applied to the oscillator to reduce noise and provide a clearer view of market momentum. This helps traders in identifying trends more effectively. Support and Resistance Zones : The indicator plots support and resistance zones based on the highest and lowest values of the oscillator over a specified lookback (default 50) period. These zones can help traders identify potential areas of price reversal. The indicator considers volatility when plotting the support and resistance zones. This aims to create more adaptable levels that account for fluctuating market conditions. Visualization : The indicator visually represents overbought and oversold conditions with shapes (⚠️), aiding traders in quickly identifying potential entry or exit points. Customization : Users can adjust parameters such as oscillator length, smoothing, and overbought/oversold levels, support and resistance lookbacks according to their trading preferences. 🔶 Disclaimer : This indicator is provided for informational and educational purposes only and should not be considered as financial advice. Trading in the financial markets involves risk, and users should conduct their own research and analysis before making any investment decisions.
Индикатор Pine Script™
от UAlgo
1
RSI AcceleratorThe Relative Strength Index (RSI) is like a fitness tracker for the underlying time series. It measures how overbought or oversold an asset is, which is kinda like saying how tired or energized it is. When the RSI goes too high, it suggests the asset might be tired and due for a rest, so it could be a sign it's gonna drop. On the flip side, when the RSI goes too low, it's like the asset is pumped up and ready to go, so it might be a sign it's gonna bounce back up. Basically, it helps traders figure out if a stock is worn out or revved up, which can be handy for making decisions about buying or selling. The RSI Accelerator takes the difference between a short-term RSI(5) and a longer-term RSI(14) to detect short-term movements. When the short-term RSI rises more than the long-term RSI, it typically refers to a short-term upside acceleration. The conditions of the signals through the RSI Accelerator are as follows: * A bullish signal is generated whenever the Accelerator surpasses -20 after having been below it. * A bearish signal is generated whenever the Accelerator breaks 20 after having been above it.
Индикатор Pine Script™
от Sofien-Kaabar
1
RSI Overbought/Oversold [Overlay Highlighter]Indicator to show when the RSI is in oversold(Below 30) or overbought (Above 70) conditions. The background color of the chart changes colors in the areas where the above conditions are met. Price can often reverse in these areas. However, this depends on the strength of the trend and price may continue higher or lower in the direction of the overall trend. Divergence has been added to aid the user in timing reversals. Divergences are plotted by circles above or below the candles. Divergence is confirmed so there is a delay of one candle before the signal is given on the previous candle. Again, everything depends on the strength of the trend so use proper risk management. Once the RSI has entered into oversold/overbought conditions, it is recommended to wait for divergence before entering into the trade near areas of support or resistance. It is recommended to utilize this strategy on the H4 timeframe, however, this particular strategy works on all timeframes. This indicator is a modified version of seoco's RSI Overbought/Oversold + Divergence Indicator . The user interface has been refined, is now overlayed on the chart, and my own divergence code has been inserted.
Индикатор Pine Script™
от s3raphic333
17
RSI Order Blocks [UAlgo]The "RSI Order Blocks " identifies and visualizes potential order blocks based on the Relative Strength Index (RSI) indicator. These zones may indicating potential support or resistance levels. 🔶 Key Features : RSI-based Order Block Identification: The script utilizes the RSI indicator to identify potential order blocks. It detects pivot highs and lows in the RSI, which are indicative of potential reversal points, and marks these areas as potential order blocks. Order Block Visualization: Identified order blocks are visually represented on the chart, making it easy for traders to recognize and interpret these significant price zones. Both bullish and bearish order blocks are differentiated by color, enhancing clarity and ease of analysis. Additionally, within each order block, the RSI value of that block is also shown. RSI Overbought/Oversold Filter: Optionally, users can apply a filter based on RSI levels to refine the detection of order blocks. This filter prevents the creation of order blocks when the RSI is within specified overbought or oversold conditions (default between 30 and 70), helping traders focus on areas of potentially significant price action. An Example with the OB/OS Filter Feature Turned Off: An Example with the OB/OS Filter Feature Turned On: Mitigation of Broken Order Blocks: Provides flexibility in selecting the mitigation method (based on close or wick) for determining order block breaches. Customizable Parameters: The script offers a range of customizable parameters to tailor the detection and visualization of order blocks to suit individual trading preferences. Users can adjust parameters such as RSI Length, Order Block Detection Sensitivity, Mitigation Method, and order block style to fine-tune the analysis according to their trading strategy. 🔶 Disclaimer : Not Financial Advice: This indicator is intended for educational and informational purposes only. It does not constitute financial advice or recommendations to buy, sell, or hold any financial instruments. Use at Own Risk: Trading involves substantial risk of loss and is not suitable for all investors. Users of this indicator should exercise caution and conduct their own research and analysis before making any trading decisions. Performance Not Guaranteed: Past performance is not indicative of future results. While the indicator aims to assist traders in analyzing market trends, there is no guarantee of accuracy or success in trading operations.
Индикатор Pine Script™
от UAlgo
21
Fair Value Gaps Mitigation Oscillator [LuxAlgo]The Fair Value Gaps Mitigation Oscillator is an oscillator based on the traditional Fair Value Gaps (FVGs) imbalances. The oscillator displays the current total un-mitigated values for the number of FVGs chosen by the user. The indicator also displays each New FVG as a bar representing the current ratio of the New FVG in relation to the current un-mitigated total for its direction. 🔶 USAGE When an FVG forms, it is often interpreted as strong market sentiment in the direction of the gap. For example, an upward FVG during an uptrend is typically seen as a confirmation of the strength and continuation of the trend, as it indicates that buyers are willing to purchase at higher prices without much resistance, suggesting strong demand and positive sentiment. By analyzing the mitigation (or lack thereof), we can visualize the increase of directional strength in a trend. This is where the proposed oscillator is useful. 🔶 DETAILS The oscillator's values are expressed as Percentages (%). Each FVG is allocated 100% of the total of its width with a max potential value of 100 and minimum potential value of 0. Based on the "FVG Lookback" Input, the FVGs are scaled to fit within the range of +1 to -1. Using a higher "FVG Lookback" value will allow you to get indications of longer-term trends. A higher value of the normalized bullish FVG areas suggest a stronger and cleaner uptrend, while lower values of the bearish the normalized bullish FVG areas suggest a stronger and cleaner downtrend. +1 or -1 indicates that there is a Full Lookback of FVGs, and each one is fully un-mitigated, and the opposite direction of FVGs is entirely Mitigated. When the price closes over/under or within an FVG it begins to get mitigated, when this happens the % of mitigation is subtracted from the total. When a New FVG is formed, a Histogram bar is created representing the ratio of the current FVG's width to the total width off all un-mitigated FVGs. The entire bar represents 100% of total un-mitigated FVG Width. The filled area represents the current FVG's width relative to the whole. A 50% hash mark is also displayed for reference. 🔶 SETTINGS FVG Lookback - Determines the number of FVGs (Bullish and Bearish Pairs) to keep in memory for analysis.
Индикатор Pine Script™
от LuxAlgo
8
Neural Network Synthesis: Trend and Valuation [QuantraSystems]Neural Network Synthesis - Trend and Valuation Introduction The Neural Network Synthesis (𝓝𝓝𝒮𝔂𝓷𝓽𝓱) indicator is an innovative technical analysis tool which leverages neural network concepts to synthesize market trend and valuation insights. This indicator uses a bespoke neural network model to process various technical indicator inputs, providing an improved view of market momentum and perceived value. Legend The main visual component of the 𝓝𝓝𝒮𝔂𝓷𝓽𝓱 indicator is the Neural Synthesis Line , which dynamically oscillates within the valuation chart, categorizing market conditions as both under or overvalued and trending up or down. The synthesis line coloring can be set to trend analysis or valuation modes , which can be reflected in the bar coloring. The sine wave valuation chart oscillates around a central, volatility normalized ‘fair value’ line, visually conveying the natural rhythm and cyclical nature of asset markets. The positioning of the sine wave in relation to the central line can help traders to visualize transitions from one market phase to another - such as from an undervalued phase to fair value or an overvalued phase. Case Study 1 The asset in question experiences a sharp, inefficient move upwards. Such movements suggest an overextension of price, and mean reversion is typically expected. Here, a short position was initiated, but only after the Neural Synthesis line confirmed a negative trend - to mitigate the risk of shorting into a continuing uptrend. Two take-profit levels were set: The midline or ‘fair value’ line. The lower boundary of the 𝓝𝓝𝒮𝔂𝓷𝓽𝓱 indicators valuation chart. Although mean-reversion trades are typically closed when price returns to the mean, under circumstances of extreme overextension price often overcorrects from an overbought condition to an oversold condition. Case Study 2 In the above study, the 𝓝𝓝𝒮𝔂𝓷𝓽𝓱 indicator is applied to the 1 Week Bitcoin chart in order to inform long term investment decisions. Accumulation Zones - Investors can choose to dollar cost average (DCA) into long term positions when the 𝓝𝓝𝒮𝔂𝓷𝓽𝓱 indicates undervaluation Distribution Zones - Conversely, when overvalued conditions are indicated, investors are able to incrementally sell holdings expecting the market peak to form around the distribution phase. Note - It is prudent to pay close attention to any change in trend conditions when the market is in an accumulation/distribution phase, as this can increase the likelihood of a full-cycle market peak forming. In summary, the 𝓝𝓝𝒮𝔂𝓷𝓽𝓱 indicator is also an effective tool for long term investing, especially for assets like Bitcoin which exhibit prolonged bull and bear cycles. Special Note It is prudent to note that because markets often undergo phases of extreme speculation, an asset's price can remain over or undervalued for long periods of time, defying mean-reversion expectations. In these scenarios it is important to use other forms of analysis in confluence, such as the trending component of the 𝓝𝓝𝒮𝔂𝓷𝓽𝓱 indicator to help inform trading decisions. A special feature of Quantra’s indicators is that they are probabilistically built - therefore they work well as confluence and can easily be stacked to increase signal accuracy. Example Settings As used above. Swing Trading Smooth Length = 150 Timeframe = 12h Long Term Investing Smooth Length = 30 Timeframe = 1W Methodology The 𝓝𝓝𝒮𝔂𝓷𝓽𝓱 indicator draws upon the foundational principles of Neural Networks, particularly the concept of using a network of ‘neurons’ (in this case, various technical indicators). It uses their outputs as features, preprocesses this input data, runs an activation function and in the following creates a dynamic output. The following features/inputs are used as ‘neurons’: Relative Strength Index (RSI) Moving Average Convergence-Divergence (MACD) Bollinger Bands Stochastic Momentum Average True Range (ATR) These base indicators were chosen for their diverse methodologies for capturing market momentum, volatility and trend strength - mirroring how neurons in a Neural Network capture and process varied aspects of the input data. Preprocessing: Each technical indicator’s output is normalized to remove bias. Normalization is a standard practice to preprocess data for Neural Networks, to scale input data and allow the model to train more effectively. Activation Function: The hyperbolic tangent function serves as the activation function for the neurons. In general, for complete neural networks, activation functions introduce non-linear properties to the models and enable them to learn complex patterns. The tanh() function specifically maps the inputs to a range between -1 and 1. Dynamic Smoothing: The composite signal is dynamically smoothed using the Arnaud Legoux Moving Average, which adjusts faster to recent price changes - enhancing the indicator's responsiveness. It mimics the learning rate in neural networks - in this case for the output in a single layer approach - which controls how much new information influences the model, or in this case, our output. Signal Processing: The signal line also undergoes processing to adapt to the selected assets volatility. This step ensures the indicator’s flexibility across assets which exhibit different behaviors - similar to how a Neural Network adjusts to various data distributions. Notes: While the indicator synthesizes complex market information using methods inspired by neural networks, it is important to note that it does not engage in predictive modeling through the use of backpropagation. Instead, it applies methodologies of neural networks for real-time market analysis that is both dynamic and adaptable to changing market conditions.
Индикатор Pine Script™
от QuantraSystems
4
U-Oscillator Pro [UAlgo]The U-Oscillator Pro is a comprehensive technical analysis tool designed to assist traders in making informed decisions in financial markets. This indicator integrates various features including oscillator, bands, trend clouds divergences, and confluence signals to provide a comprehensive view of market dynamics. 🔶 Oscillator : U-Oscillator uses an amalgamation of price, momentum, and volatility elements to provide a comprehensive market view. It provides a common output about the market and is easy to use. Oscillator Features : Customizable Oscillator Length : This parameter sets the length of the oscillator. Use Machine Learning On Oscillator Calculation : By evaluating the output of the oscillator, this data set calculates a weighted average of the data set by taking each point with a certain weight and using these weights. This is often used in situations where some data points are more important or need to have more impact than others. A weight for each point that the oscillator calculates may represent the importance or impact of that point. By including all these calculations in the oscillator, it provides a result. Reversal Signals : Determines whether to display reversal signals on the chart. When set to true, it enables the plotting of reversal signals based on certain conditions for both long (buy) and short (sell) signals. These signals can be interpreted as "potential" turning points of the market. Signals are represented by small shapes on the chart, with green indicating short (sell) signals and red indicating long (buy) signals. 🔶 Extreme Bands: These regions can be described as the possible reversal regions of the price and obtained by deviations of oscillator values. Extreme Bands Features: Band Length : Determines the length of the bands. Show Extreme Bands : Option to display the extreme bands. Show Middle Line : Option to show the middle line. Transparency Mode : Adjust the transparency level of the bands. It would not be wrong to consider it as potential overbought and oversold regions. Example: 🔶 Divergences : The divergence calculation in this script identifies potential reversals by analyzing pivot points in the oscillator. Here's how it works: Divergence Features : Pivot Length: The user specifies the length of the divergence calculation (pivotLength), which determines the number of bars to consider for pivot analysis. Pivot Identification: The script searches for pivot highs and lows within the specified length. These pivots indicate potential turning points in the oscillator. Divergence Conditions: Different conditions are evaluated based on the identified pivots to determine the presence of bullish or bearish divergences: Regular Bullish Divergence: Occurs when the oscillator makes a lower low while the price makes a higher low. Hidden Bullish Divergence: Occurs when the oscillator makes a higher low while the price makes a lower low. Regular Bearish Divergence: Occurs when the oscillator makes a higher high while the price makes a lower high. Hidden Bearish Divergence: Occurs when the oscillator makes a lower high while the price makes a higher high. Visualization: Detected divergences are plotted on the chart using shapes and lines, indicating potential reversal points. Users can choose which types of divergences to display using input options. 🔶 Trend Cloud : This section can provide information about the long-term direction of the price and the current status of the trend. The increase in the visibility of the cloud can provide information about the strength of the trend. Trend Cloud Features : Show Trend Cloud: This setting allows you to choose whether the trend cloud is displayed on the chart or not. Fast Trend Cloud Mode: This feature can be used to provide information about the cloud's shorter-term trend and its strength. Classic Mode of Trend Cloud : Fast Mode of Trend Cloud : 🔶 Confluence : This section of the script aims to identify potential reversal confluences based on the deviation between the price and a combination of oscillator values. The confluence signals are categorized into light and heavy, representing different levels of potential reversal strength. Confluence Features : Show Light/Heavy Reversal Confluences: This setting allows users to control the visibility of the confluence signals on the chart. Confluence Term: Users can select the term for calculating the confluence, which in turn affects the sensitivity of the confluence signals. The available options are Short, Medium, and Long. Confluence Signal Conditions: Light Bearish Reversal Confluence: This type of confluence occurs when there is a moderate deviation between the price and the oscillator values, indicating a potential shift towards a bearish reversal in the market sentiment. Heavy Bearish Reversal Confluence: In contrast, a heavy bearish reversal confluence signifies a significant deviation between the price and the oscillator values, suggesting a strong indication of a bearish reversal in the market sentiment. Light Bullish Reversal Confluence: Similar to light bearish reversal confluence, light bullish reversal confluence occurs with a moderate deviation between the price andthe oscillator values, indicating a potential shift towards a bullish reversal in the market sentiment. Heavy Bullish Reversal Confluence: On the other hand, heavy bullish reversal confluence indicates a substantial deviation between the price andthe oscillator values, suggesting a strong indication of a bullish reversal in the market sentiment. Plotting Confluence Signals: Shapes (triangles) are plotted on the chart to indicate the presence of confluence signals. Red triangles denote bearish signals, while green triangles denote bullish signals. This confluence analysis provides traders with additional insights into potential reversal points or helping them make more informed trading decisions. Example For Confluence : 🔶 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.
Индикатор Pine Script™
от UAlgo
3
Adaptive Fisherized Z-scoreHello Fellas, It's time for a new adaptive fisherized indicator of me, where I apply adaptive length and more on a classic indicator. Today, I chose the Z-score, also called standard score, as indicator of interest. Special Features Advanced Smoothing: JMA, T3, Hann Window and Super Smoother Adaptive Length Algorithms: In-Phase Quadrature, Homodyne Discriminator, Median and Hilbert Transform Inverse Fisher Transform (IFT) Signals: Enter Long, Enter Short, Exit Long and Exit Short Bar Coloring: Presents the trade state as bar colors Band Levels: Changes the band levels Decision Making When you create such a mod you need to think about which concepts are the best to conclude. I decided to take Inverse Fisher Transform instead of normalization to make a version which fits to a fixed scale to avoid the usual distortion created by normalization. Moreover, I chose JMA, T3, Hann Window and Super Smoother, because JMA and T3 are the bleeding-edge MA's at the moment with the best balance of lag and responsiveness. Additionally, I chose Hann Window and Super Smoother because of their extraordinary smoothing capabilities and because Ehlers favours them. Furthermore, I decided to choose the half length of the dominant cycle instead of the full dominant cycle to make the indicator more responsive which is very important for a signal emitter like Z-score. Signal emitters always need to be faster or have the same speed as the filters they are combined with. Usage The Z-score is a low timeframe scalper which works best during choppy/ranging phases. The direction you should trade is determined by the last trend change. E.g. when the last trend change was from bearish market to bullish market and you are now in a choppy/ranging phase confirmed by e.g. Chop Zone or KAMA slope you want to do long trades. Interpretation The Z-score indicator is a momentum indicator which shows the number of standard deviations by which the value of a raw score (price/source) is above or below the mean value of what is being observed or measured. Easily explained, it is almost the same as Bollinger Bands with another visual representation form. Signals B -> Buy -> Z-score crosses above lower band S -> Short -> Z-score crosses below upper band BE -> Buy Exit -> Z-score crosses above 0 SE -> Sell Exit -> Z-score crosses below 0 If you were reading till here, thank you already. Now, follows a bunch of knowledge for people who don't know the concepts I talk about. T3 The T3 moving average, short for "Tim Tillson's Triple Exponential Moving Average," is a technical indicator used in financial markets and technical analysis to smooth out price data over a specific period. It was developed by Tim Tillson, a software project manager at Hewlett-Packard, with expertise in Mathematics and Computer Science. The T3 moving average is an enhancement of the traditional Exponential Moving Average (EMA) and aims to overcome some of its limitations. The primary goal of the T3 moving average is to provide a smoother representation of price trends while minimizing lag compared to other moving averages like Simple Moving Average (SMA), Weighted Moving Average (WMA), or EMA. To compute the T3 moving average, it involves a triple smoothing process using exponential moving averages. Here's how it works: Calculate the first exponential moving average (EMA1) of the price data over a specific period 'n.' Calculate the second exponential moving average (EMA2) of EMA1 using the same period 'n.' Calculate the third exponential moving average (EMA3) of EMA2 using the same period 'n.' The formula for the T3 moving average is as follows: T3 = 3 * (EMA1) - 3 * (EMA2) + (EMA3) By applying this triple smoothing process, the T3 moving average is intended to offer reduced noise and improved responsiveness to price trends. It achieves this by incorporating multiple time frames of the exponential moving averages, resulting in a more accurate representation of the underlying price action. JMA The Jurik Moving Average (JMA) is a technical indicator used in trading to predict price direction. Developed by Mark Jurik, it’s a type of weighted moving average that gives more weight to recent market data rather than past historical data. JMA is known for its superior noise elimination. It’s a causal, nonlinear, and adaptive filter, meaning it responds to changes in price action without introducing unnecessary lag. This makes JMA a world-class moving average that tracks and smooths price charts or any market-related time series with surprising agility. In comparison to other moving averages, such as the Exponential Moving Average (EMA), JMA is known to track fast price movement more accurately. This allows traders to apply their strategies to a more accurate picture of price action. Inverse Fisher Transform The Inverse Fisher Transform is a transform used in DSP to alter the Probability Distribution Function (PDF) of a signal or in our case of indicators. The result of using the Inverse Fisher Transform is that the output has a very high probability of being either +1 or –1. This bipolar probability distribution makes the Inverse Fisher Transform ideal for generating an indicator that provides clear buy and sell signals. Hann Window The Hann function (aka Hann Window) is named after the Austrian meteorologist Julius von Hann. It is a window function used to perform Hann smoothing. Super Smoother The Super Smoother uses a special mathematical process for the smoothing of data points. The Super Smoother is a technical analysis indicator designed to be smoother and with less lag than a traditional moving average. Adaptive Length Length based on the dominant cycle length measured by a "dominant cycle measurement" algorithm. Happy Trading! Best regards, simwai --- Credits to @cheatcountry @everget @loxx @DasanC @blackcat1402
Индикатор Pine Script™
от simwai
3
SFX Signals & Overlays [YinYangAlgorithms]SFX Signals & Overlays aims to help traders Identify Buy & Sell locations, Reversals, Volatility Zones, Support & Resistance and Overbought & Oversold Zones. All of these may work in harmony with each other by helping to identify when to enter and exit a trade; as well as helping to determine the risk / reward the trade may ensue. SFX Signals & Overlays’s Buy & Sell signals are momentum based, meaning the Initial ‘Buy’ & ‘Sell’ signal may not be exactly where you want to get in/out. What may occur is the initial signal appears, a few more continuation signals appear afterwards (always in a chain); and once the momentum has ended a ‘Reversal’ signal appears. The reversal is there to help signify that the ‘opportune’ time to buy/sell may have passed and the price may now correct in the opposite direction. This Indicator aims to Buy Low and Sell High; and therefore the Buy signal momentum may occur as the price is either about to fall, currently falling or has started to consolidate. When the Buy signal momentum has ended, this means the momentum is at an impasse, but is favoring Buy momentum and a reversal (correction) may occur. Buying & Selling at reversal signals may be profitable, however it may be less risky to DCA into your long / short positions during the Buy/Sell momentum signals instead. Let's get into the Tutorial so you can better understand how our SFX Signals & Overlays indicator works. Tutorial: Our example above showcases how our SFX Signals & Overlays Indicator looks on the default settings ‘Medium’ for each of our Algorithm Settings: Trend Sensitivity Signal Sensitivity Zone Sensitivity All of our Algorithm Settings feature 3 different speeds: Fast Medium Slow These speeds may be applied to each Algorithm Setting individually and affect how quickly they adapt to the current market's momentum. This allows you to tailor this Indicator to fit your trading style by adjusting it to meet your needs accordingly. If you are someone who likes to swing trade on the 1-5 minute timeframe, you may find better confluence with all settings on ‘Fast’. Medium term holders and traders may find better results with all settings on ‘Medium’. Likewise, long term investors may find best results with all settings on ‘Slow’. However, this shouldn’t stop you from finding your own best result by adjusting them individually to meet your own unique trading style. SFX Signals & Overlays helps you identify shifts in momentum by displaying Momentum Signals. Momentum Signals are shown by either a Green or Red Triangle. Momentum Signals can continue for quite some time until the momentum has ended. We rank the first Momentum Signal from 1/5 to 5/5 for their strength and may help determine the chances of the momentum shift occurring. Once the Momentum Signals have ended we display a Reversal Signal. This Reversal Signal helps signify that the Momentum has ended. When the Momentum ends it means that a reversal may have started. This reversal may mean the price will continue in the direction the signal mentioned; or it may mean the price will consolidate. If the price consolidates then the signal is void as when the consolidation ends the price could go in either direction. If you notice consolidation occurring after a Reversal Signal; wait for more confirmations as it is now too risky. Our Indicator displays different evaluations for each INITIAL Buy and Sell signal. These evaluations rank the current start of the signal from 1-5; 1 being the lowest and least reliable, 5 being the highest and most reliable. These rankings aren’t indefinite and are simply an evaluation at the time of the initial signal. We may potentially provide evaluations at the reversal later on if requested enough. When a Buy or Sell signal occurs this defines where momentum is occurring in this direction. This momentum is indicated by momentum signals shown through red / green triangles. These triangles indicate that this momentum is present. When these momentum signals end is when the Reversal Signal appears indicating that since this momentum has ended, there may be a decent chance of a reversal occurring. There also adherently may be the potential of consolidation occurring; but generally it means there is either a reversal, or consolidation + then a reversal or a continuation; however it may be apparent that the momentum has ended. ES: NQ: BTC: If you refer to the 3 examples above, we show how the ES, NQ and BTC look within a 5 minute scalping example. Essentially you’d make your decision on the Buy / Sell signal, the momentum signals, the Reversal Signals, the Trend Colors as well as other oscillators and Due Diligence. Remember, there’s no such thing as a perfect entry / exit, the more you understand about trading and do your own Due Diligence the better. These Buy and Sell as well as Reversal signals attempt to locate and rank momentum shifts to help you identify where the momentum may be ending and reversing in the opposite direction. Our zones defined by the Outer (red) and Inner (green) are representations of not only Support and Resistance locations, but likewise Overbought and Oversold locations. These zones help in multiple ways. The hard lines that define each zone's start / end are very useful locations of support / resistance which may indicate where the price will bounce off of. Likewise, when the price is within these zones it represents the price being Overbought or Oversold. Then the price is for instance within the Red Resistance Zone, what generally may happen is the price will correct quickly to get back to the ‘Black Empty Zone’ between the Red and Green zones; OR it may consolidate sideways until it has entered the ‘Black Empty Zone’. This is how the price may redeem itself back to being valued correctly. These zones help you identify and understand, in concatenation with our signals when and how much the price may move. Our Settings are minimalistic so you don’t need to worry and get overwhelmed about changing values and trying to fiddle to find which values works the best for what. Our Algorithms will take care of all of that for you. Simply select the speeds for your Trend, Signals and Zones and you’re good to start trading! You can likewise customize what information is visible to you and the colors to better customize your experience. Fast: Medium: Slow: The 3 examples above display what the same portion of the chart looks like when Trend, Signal and Zone Sensitivity is changed from Fast, Medium and Slow. As you can see, they all look quite different in the results they produce. By default all settings are set to Medium, however they can all be individually changed to suit your trading style and needs. Our Indicator offers many different alert options which may help you stay informed with how the market is moving and any momentum changes that may occur. Settings: 1. Algorithm Settings Trend Sensitivity (Fast, Medium, Slow): Trend Sensitivity refers to how quickly the Trend Bar Colors change. Fast: will change colors very quickly if it senses momentum is changing. Medium: will change almost as quickly as Fast, however, rather than swapping from Bullish to Bearish momentum right away it has an intermediate 'Neutral - Slightly Bullish (Yellow)' and 'Neutral - Slightly Bearish (Orange)'. This way you can better visualize when the momentum is dying in the trend and starting back up by having these trend 'Neutral/Consolidation' areas. Slow: will attempt to only change Trend Bar Colors when the momentum has surely shifted. This may result in a bit of lagging behind. Signal Sensitivity (Fast, Medium, Slow): Signal Sensitivity refers to how quickly the Buy & Sell Momentum Signals & Reversal Signals appear. These signals are meant to appear when it thinks the price may reverse, but the speeds refer to how much of a reversal they think may happen. Fast: will attempt to locate any and all momentum swings. Medium: will attempt to only locate momentum swings which may drive the price up considerably. Slow: will attempt to locate only the most extreme momentum swings. This may result in some potentially good ones missed however; but the ones it finds may have a higher probability of occuring. Zone Sensitivity (Fast, Medium, Slow): Zone Sensitivity refers to how quickly the Zones expand based on price movement. These zones may be useful for not only seeing Support & Resistance; but also identifying when it is Overbought & Oversold; as well as visualizing volatility between the Black (Empty area) and the zones. The lines that separate each zone are the Support and Resistance locations; the area within the zones are simply the spacing between these Support and Resistance locations. However, the further the price is to the outer zones does represent Overbought and Oversold. Fast: will expand very quickly. This causes the price to be within the Black (Empty area) more often. This may be useful for finding extremities in price movement which may have a better chance of correcting. Medium: moves fast but not anywhere close to as fast as 'Fast'. Medium will hold its values in an attempt to be as accurate as possible for identifying Support and Resistance locations. Slow: will expand very slowly. This may be useful for identifying Support & Resistance as well as Volatility targets on higher time frames since these zones move much slower. 2. Display Settings: Show Trend Bar Colors: Trend Bar Color are a way of seeing how the Trend is holding up on a bar by bar basis. This may be useful for seeing momentum starting, ending or simply dying down before any signals actually appear. Signal Text Display (Both, Buy & Sell, Reversals, None: Signals are a way of seeing potential changes in momentum and when they have actually occurred. Our signals also rank from 1/5 to 5/5 how strong of a chance this momentum change may occur (only at the time of the signal, not at the time of the reversal). These may be useful as potential Entry and Exit locations; as well as when you see the reversal, you know that this momentum change has either begun or a consolidation may be occurring. If a consolidation occurs, the signal is no longer valid as the price can now go either way and it is best to wait for more signals or other technical analysis to determine momentum and movement. Zone Display (All, Outer + Middle, Inner + Middle, Outer, Middle, Inner, None): Zones are composed of 3 areas above and below. These areas attempt to project Support & Resistance locations as well as display when the Price is Overbought and Oversold. You can specify which zones you wish to view, however all are important. 3. Color Settings: Buy Color: This is the color of all Buy Signals and Zones. Sell Color: This is the color of all Sell Signals and Zones. Buy Reversal Color: This is the color of all Buy Signal Reversals. Sell Reversal Color: This is the color of all Sell Signal Reversals. If you have any questions, comments, ideas or concerns please don't hesitate to contact us. HAPPY TRADING!
Индикатор Pine Script™
от YinYangAlgorithms
23
Fibonacci Averages Trend OscillatorOverview: The Fibonacci Averages Trend Oscillator is a unique technical indicator that leverages Fibonacci numbers to analyze market trends. It calculates the average trend sentiment over periods determined by Fibonacci numbers and smooths the result to create an oscillator. Key Features: Uses Fibonacci sequences for trend analysis. Smooths the trend data to create a clear oscillator. Offers adjustable oversold and overbought levels for customized analysis. Inputs: Max Fib Number: Select the highest Fibonacci number for trend calculation. Smooth: Adjust the smoothness of the oscillator line. Using the Oscillator: A rising oscillator indicates a bullish trend, while a falling oscillator suggests bearish sentiment. Oversold and overbought levels help identify potential reversal points. Use the oscillator in conjunction with other indicators for comprehensive market analysis. Tips for Effective Use: Adjusting Fibonacci Levels: Experiment with different 'Max Fib Number' settings to find the one that best matches your trading style and the asset's characteristics. Higher Fibonacci numbers consider longer periods, which might be more suitable for long-term trend analysis. Smoothing Level: The 'Smooth' input helps in reducing noise. A higher smooth level results in a less responsive but smoother line, which can be useful for identifying the overall trend direction. Interpreting Overbought/Oversold: Watch for the oscillator reaching overbought or oversold levels. These points could signal potential trend reversals or consolidation phases. Combination with Other Tools: For best results, combine the Fibonacci Averages Trend Oscillator with other technical tools like moving averages, RSI, or MACD to validate the signals and develop a robust trading strategy. Conclusion: The Fibonacci Averages Trend Oscillator offers a unique approach to trend analysis by incorporating Fibonacci numbers into its calculation. Its adjustable settings allow for customization to fit various trading styles and market conditions, making it a versatile tool for traders seeking to enhance their technical analysis capabilities.
Индикатор Pine Script™
от tkarolak
5
Overbought / Oversold Screener## Introduction **The Versatile RSI and Stochastic Multi-Symbol Screener** **Unlock a wealth of trading opportunities with this customizable screener, designed to pinpoint potential overbought and oversold conditions across 17 symbols, with alert support!** ## Description This screener is suitable for tracking multiple instruments continuously. With the screener, you can see the instant RSI or Stochastic values of the instruments you are tracking, and easily catch the moments when they are overbought / oversold according to your settings. The purpose of the screener is to facilitate the continuous tracking of multiple instruments. The user can track up to 17 different instruments in different time intervals. If they wish, they can set an alarm and learn overbought oversold according to the values they set for the time interval of the instruments they are tracking.** Key Features: Comprehensive Analysis: Monitors RSI and Stochastic values for 17 symbols simultaneously. Automatically includes the current chart's symbol for seamless integration. Supports multiple timeframes to uncover trends across different time horizons. Personalized Insights: Adjust overbought and oversold thresholds to align with your trading strategy. Sort results by symbol, RSI, or Stochastic values to prioritize your analysis. Choose between Automatic, Dark, or Light mode for optimal viewing comfort. Dynamic Visual Cues: Instantly highlights oversold and overbought symbols based on threshold levels. Timely Alerts: Stay informed of potential trading opportunities with alerts for multiple oversold or overbought symbols. ## Settings ### Display **Timeframe** The screener displays the values according to the selected timeframe. The default timeframe is "Chart". For example, if the timeframe is set to "15m" here, the screener will show the RSI and stochastic values for the 15-minute chart. ** Theme ** This setting is for changing the theme of the screener. You can set the theme to "Automatic", "Dark", or "Light", with "Automatic" being the default value. When the "Automatic" theme is selected, the screener appearance will also be automatically updated when you enable or disable dark mode from the TradingView settings. ** Position ** This option is for setting the position of the table on the chart. The default setting is "middle right". The available options are (top, middle, bottom)-(left, center, right). ** Sort By ** This option is for changing the sorting order of the table. The default setting is "RSI Descending". The available options are (Symbol, RSI, Stoch)-(Ascending, Descending). It is important to note that the overbought and oversold coloring of the symbols may also change when the sorting order is changed. If RSI is selected as the sorting order, the symbols will be colored according to the overbought and oversold threshold values specified for RSI. Similarly, if Stoch is selected as the sorting order, the symbols will be colored according to the overbought and oversold threshold values specified for Stoch. From this perspective, you can also think of the sorting order as a change in the main indicator. ### RSI / Stochastic This area is for selecting the parameters of the RSI and stochastic indicators. You can adjust the values for "length", "overbought", and "oversold" for both indicators according to your needs. The screener will perform all RSI and stochastic calculations according to these settings. All coloring in the table will also be according to the overbought and oversold values in these settings. ### Symbols The symbols to be tracked in the table are selected from here. Up to 16 symbols can be selected from here. Since the symbol in the chart is automatically added to the table, there will always be at least 1 symbol in the table. Note that the symbol in the chart is shown in the table with "(C)". For example, if SPX is open in the chart, it is shown as SPX(C) in the table. ## Alerts The screener is capable of notifying you with an alarm if multiple symbols are overbought or oversold according to the values you specify along with the desired timeframe. This way, you can instantly learn if multiple symbols are overbought or oversold with one alarm, saving you time.
Индикатор Pine Script™
от eraydiler
1
CARNAC Elasticity IndicatorThe CARNAC Elasticity Indicator (EI) is a technical analysis tool designed for traders and investors using TradingView. It calculates the percentage deviation of the current price from an Exponential Moving Average (EMA) and helps traders identify potential overbought and oversold conditions in a financial instrument. Key Features: EMA Length: Users can customize the length of the Exponential Moving Average (EMA) used in the calculations by adjusting the "EMA Length" parameter in the indicator settings. Percentage Deviation: The indicator calculates the percentage deviation of the current price from the EMA. Positive values indicate prices above the EMA, while negative values indicate prices below the EMA. Maximum Deviations: The indicator tracks the maximum positive (above EMA) and negative (below EMA) percentage deviations over time, allowing traders to monitor extreme price movements. Bands: Upper and lower bands are displayed on the indicator chart at 100 and -100, respectively. Additionally, dashed middle bands at 50 and -50 provide reference points for moderate deviations. Dynamic Color Coding: The indicator uses dynamic color coding to highlight the current percentage deviation. It turns red for values above 50 (indicating potential overbought conditions), green for values below -50 (indicating potential oversold conditions), and purple for values in between. How to Use: Overbought Conditions: Watch for the percentage deviation to cross above 50, indicating potential overbought conditions. This might be a signal to consider selling or taking profits. Oversold Conditions: Look for the percentage deviation to cross below -50, signaling potential oversold conditions. This could be an opportunity to consider buying or entering a long position. Historical Extremes: Keep an eye on the upper and lower bands (100 and -100) to identify historical extremes in percentage deviation. The CARNAC Elasticity Indicator can be a valuable tool for traders seeking to identify potential trend reversals and assess the strength of price movements. However, it should be used in conjunction with other technical analysis tools and risk management strategies for comprehensive trading decisions.
Индикатор Pine Script™
от ClassicCrypt0
2
Machine Learning: STDEV Oscillator [YinYangAlgorithms]This Indicator aims to fill a gap within traditional Standard Deviation Analysis. Rather than its usual applications, this Indicator focuses on applying Standard Deviation within an Oscillator and likewise applying a Machine Learning approach to it. By doing so, we may hope to achieve an Adaptive Oscillator which can help display when the price is deviating from its standard movement. This Indicator may help display both when the price is Overbought or Underbought, and likewise, where the price may face Support and Resistance. The reason for this is that rather than simply plotting a Machine Learning Standard Deviation (STDEV), we instead create a High and a Low variant of STDEV, and then use its Highest and Lowest values calculated within another Deviation to create Deviation Zones. These zones may help to display these Support and Resistance locations; and likewise may help to show if the price is Overbought or Oversold based on its placement within these zones. This Oscillator may also help display Momentum when the High and/or Low STDEV crosses the midline (0). Lastly, this Oscillator may also be useful for seeing the spacing between the High and Low of the STDEV; large spacing may represent volatility within the STDEV which may be helpful for seeing when there is Momentum in the form of volatility. Tutorial: Above is an example of how this Indicator looks on BTC/USDT 1 Day. As you may see, when the price has parabolic movement, so does the STDEV. This is due to this price movement deviating from the mean of the data. Therefore when these parabolic movements occur, we create the Deviation Zones accordingly, in hopes that it may help to project future Support and Resistance locations as well as helping to display when the price is Overbought and Oversold. If we zoom in a little bit, you may notice that the Support Zone (Blue) is smaller than the Resistance Zone (Orange). This is simply because during the last Bull Market there was more parabolic price deviation than there was during the Bear Market. You may see this if you refer to their values; the Resistance Zone goes to ~18k whereas the Support Zone is ~10.5k. This is completely normal and the way it is supposed to work. Due to the nature of how STDEV works, this Oscillator doesn’t use a 1:1 ratio and instead can develop and expand as exponential price action occurs. The Neutral (0) line may also act as a Support and Resistance location. In the example above we can see how when the STDEV is below it, it acts as Resistance; and when it’s above it, it acts as Support. This Neutral line may also provide us with insight as towards the momentum within the market and when it has shifted. When the STDEV is below the Neutral line, the market may be considered Bearish. When the STDEV is above the Neutral line, the market may be considered Bullish. The Red Line represents the STDEV’s High and the Green Line represents the STDEV’s Low. When the STDEV’s High and Low get tight and close together, this may represent there is currently Low Volatility in the market. Low Volatility may cause consolidation to occur, however it also leaves room for expansion. However, when the STDEV’s High and Low are quite spaced apart, this may represent High levels of Volatility in the market. This may mean the market is more prone to parabolic movements and expansion. We will conclude our Tutorial here. Hopefully this has given you some insight into how applying Machine Learning to a High and Low STDEV then creating Deviation Zones based on it may help project when the Momentum of the Market is Bullish or Bearish; likewise when the price is Overbought or Oversold; and lastly where the price may face Support and Resistance in the form of STDEV. If you have any questions, comments, ideas or concerns please don't hesitate to contact us. HAPPY TRADING!
Индикатор Pine Script™
от YinYangAlgorithms
5
Digital Market Insight's Dream IndicatorWhy the Digital Market Insight’s Dream Indicator Blends Sixteen Technical Indicators Analyzing markets can be overwhelming with so many technical indicators available. Choosing the right ones and combining them effectively can be a challenge. This indicator simplifies this by leveraging the power of collaboration. Unleashing the power of automation, Digital Market Insight's Dream Indicator simplifies both day trading and long-term investing by automatically generating buy and sell signals. This user-friendly indicator simplifies everything, making it easy to identify profitable trades where other indicators usually fall short. Instead of relying on a few popular indicators, the Digital Market Insight’s Dream Indicator incorporates sixteen diverse metrics. Each offers unique insights into different aspects of market behavior, giving you a complete picture that goes beyond what any single indicator can provide. Combining indicators that analyze trends, momentum, volume, and volatility allows you to see the market from different angles. This combination creates a powerful tool that can uncover opportunities missed by traditional indicators. Digital Market Insight’s Dream Indicator uses sophisticated algorithms to balance the influence of each individual indicator. This ensures that no single metric dominates the analysis, providing a more objective perspective. In short, Digital Market Insight’s Dream Indicator makes the complex task of choosing and combining indicators seamless and automated. This allows traders of all experience levels to benefit from powerful technical analysis, unlocking potentially profitable opportunities they might have missed otherwise. Leveraging sixteen popular technical indicators, the Dream Indicator from Digital Market Insight meticulously dissects trends, momentum, volume, and volatility to offer comprehensive market insights. Inspired by the Relative Strength Index (RSI), it scales these indicators and identifies breakouts with optimized overbought and underbought thresholds. This combined data is compared to the security, generating a divergence line. The line's magnitude and speed are monitored, leading to the creation of buy and sell signals. The following is a list of the sixteen indicators that it tracks: • Parabolic SAR • Directional Movement Index • Chande Momentum Oscillator • Commodity Channel Index • Volume-Weighted Average Price • On-Balanced Volume • Money Flow Index • Relative Strength Index • Moving average convergence divergence • Bollinger Band • Stochastic • True Strength Index • Chaikin Money Flow • Williams %R • Sentiment • Supertrend While the combination of technical indicators is intriguing, the Dream Indicator's true power lies in its dynamic false signal suppression settings. This system can adapt to frequent market changes in real-time, allowing for a nuanced understanding of market direction. Imagine a rapid price swing triggered by a news announcement. While other indicators provide static signals, the Dream Indicator takes a dynamic approach. By offering multiple adjustable factors, it allows users to customize the indicator to their specific needs and preferences, potentially revealing deeper insights into market trends. The following is the list of suppression settings: • Suppress Using an SMA Window? Size? This suppresses when the security price varies outside a simple moving average window. The window size can be adjusted. • Suppress Using Supertrend Direction? Factor? This suppresses when the Supertrend’s direction, increasing or decreasing, is contrary to the security’s gain. The Supertrends factor can be adjusted. • Suppress Using Security ROC? ROC? This suppresses when the security’s rate of change (ROC) is above a selectable value. • Suppress Unfavorable Convergence/Divergence? The buy alert is suppressed when the faster exponential moving average is less than the slower exponential moving average for both the sentiment and standard MACD. The sell alert is suppressed when the slower exponential moving average is less than the faster exponential moving average for both the sentiment and standard MACD. • Suppress Unfavorable Trending Sentiment? This suppresses buy alerts when the sentiment value is lowering and its value is currently below zero. This suppresses sell alerts when the sentiment value is rising and its value is currently above zero. • Suppress Using Contrary Accumulated Forecast? Suppress when the combined buy/sell signal is contrary to the security trend. • Don’t Suppress First Alert? Always Display First Alert. How to use: 1. Activate the Indicator: • Add the Digital Market Insight’s Dream Indicator. • Select a security. • Adjust the Alert Frequency, if desired. • Configure the ATR Multiplier for optimal trailing stop orders, if desired. 2. Set audible alerts, if desired: 1. Select a security and adjust settings if you haven’t yet. 2. Select Alert at the top of the TradingView window or press + . 3. Select Digital Market Insight’s Dream Indicator across from Condition. 4. Select Alert for Buy across from Condition. 5. Select Once Per Bar Close across from Trigger. 6. Select Notifications at the top of the Create Alert window. 7. Select the Play sound checkbox. 8. Select the Create button at the bottom of the Create Alert window. 9. Repeat steps 2–8, substituting Alert for Sell in step 4. 3. Watch displayed information for opportunities: • Circle Alerts: Green circles indicate buy signals, red ones signal sell opportunities. Larger circles are audible, providing immediate trading prompts. • SMA Gain: This metric reflects the average profit potential per trade, assuming a sideways trend. 4. Utilize False-Signal Suppression: • Select the appropriate false-signal suppression methods based on your trading strategy and risk tolerance. • Monitor the SMA Gain and Circle Alerts as you adjust these settings to see their impact. • Eliminate misleading signals and gain a clearer picture of the market. 5. Combine with Other Indicators: • Consider displaying the Sentiment MACD and Divergence RSI for further insights. • Utilize these additional indicators alongside Dream Indicator's signals for a more comprehensive analysis. The following describes the displayed information and how to use it. It is in three levels: location/displayed text/description. Upper Left/Week:/ Displays week gain. Upper Left/Day:/ Displays day’s gain. Upper Left/SMA:/ Displays SMA’s gain. The SMA gain is calculated from the average difference between the buy and sell alerts and a simple moving average. This makes it easy to compare differences between securities and setting changes. Basically, the SMA gain is the average profit that can be expected from a single buy sell trade, assuming that the security is trending sideways. Note: With a free TradingView account, the data will be limited, and therefore this value will be less accurate. Upper Center/Misc. text/ A variety of security information is displayed here, including description, country, type, sector, and industry. The analyst's recommendation is also displayed when selected in the settings section. Upper Right/ #🕪⚠:/ Displays number of audible alerts. This shows how many audible alerts you’ll get per day on average for the selected security. You will see this number change as you adjust the Alert Frequency setting in the indicator settings section. Lower Right/ ATR × X.X:/ Displays the Average True Range (ATR) multiplied by a multiplier that is located in the indicator settings section. The upper and lower ATR values are also displayed. The Average True Range is a measure of price volatility and can be used for things like trailing stop orders. Place your stop-loss order a multiple of the ATR below your entry price for long trades and above your entry price for short trades. This will give your trade some room to breathe while still protecting you from significant losses. Adjust the multiple based on market volatility. In more volatile markets, use a larger multiple to account for potentially wider price swings. The following is a description of important items in the indicator settings section: --- MISC. SETTINGS --- Alert Frequency Alert Frequency will increase or decrease both the displayed alerts and audible alerts. This is one of the more important indicator settings and should be adjusted according to your investing style. If you have a large number of active alerts, you may want to reduce the alert frequency to avoid being overwhelmed. However, if you set this too low, you may miss some trading opportunities. ATR Multiplier The ATR multiplier is a multiplier for the Average True Range which is described above. It can help with finding trailing stop order values. Use Sentiment Coloring This changes the color of some graphs to a color gradient, indicating the security's sentiment, and may help you identify trend changes. Sentiment Calc Index This setting mainly affects the sentiment color scheme and the displayed sentiment graph. Adjust it to match the index in which the security is traded. You can find it at the top left of the TradingView window. Display Analyst’s Recommendations This will display the analyst's recommendations and could be handy when unsure whether a security is worth investing in. :-) --- GRAPH DISPLAY SETTINGS --- These are additional graphs that can be displayed and can be a valuable addition to your investing. Consider displaying the Sentiment MACD and the Divergence RSI which are both variations of the standard MACD and RSI indicators. --- FALSE ALERT SUPPRESSION --- These settings will allow suppression of false signals and are an important feature of this indicator. They will manipulate the gain. Watch the displayed SMA Gain and Circle Alerts as you toggle some of these settings. Some Circle Alerts will appear or vanish, and the SMA Gain will change. Remember, the larger circle alerts are the only ones that will be audible. Both small and large circles indicate a buy or sell alert: green for buy and red for sell. Disclaimer: This is not Investment Advice. Trading involves inherent risks, and all decisions should be made at your own discretion.
Индикатор Pine Script™
от robertkyllo
Easy To Trade indicatorAbstract This script evaluates how easy for traders to trade. This script computes the level that the gains were distributed in many trading days. We can use this indicator to decide the instruments and the time we trade. Introduction Why we think the trading markets are boring? It is because most of the gains were concentrated in a few trading days. We look for instruments we can buy at support and sell at resistance frequently and repeatedly. However, it does not happen usually because it is difficult to find sellers sell at support and buyers buy at resistance. This script is a method to measure if an instrument is difficult to trade. If most of the gains were concentrated in a few trading days, this script says it is difficult to trade. If gains were distributed in many trading days and we can buy low and sell high repeatedly, this script says it is easy to trade. Therefore, this script measure how difficult for us to trade by the ratio between the area of value and the total gain. How it works 1. Determine the instruments and time frames we are interested in. 2. Determine how many days this script evaluate the result. This number may depend on how many days from you buy in to you sell out. 3. If the instrument you choose is easy to trade, this script reports higher values. 4. If the instrument is long term bullish, the number "easy to invest" is usually higher than the number "easy to short" . 5. We can consider trade instruments which are easier to trade than others. 6. We can consider wait until the period that it is difficult to trade has past or keep believing that some instruments are easier to trade than others. Parameters x_src = The price for each trading day this script use. It may be open , high , low , close or their combination. x_is_exp = Whether this script evaluate the price movement in exponential or logarithm. You are advised to answer yes if the price changes drastically. x_period = How many days this script evaluate the result. Conclusion With this indicator , we have data to explain how easy or difficult an instrument is for traders . In other words , if we hear some people say the trading markets are boring or difficult for traders , we can use this indicator to verify how accurate their comments are. With this explainable analysis , we have more knowledge about which instruments and which sessions are relative easy for us to buy low and sell high repeatedly and frequently , we can have better proceeding than buy and hold simply.
Индикатор Pine Script™
от clocks156t174
BUY/SELL RSI FLIUX v1.0The "BUY/SELL RSI FLUX v1.0" indicator is designed to provide buy and sell signals based on the RSI (Relative Strength Index) and price action in relation to support and resistance levels. It overlays directly on the price chart and includes the following components: - Support and Resistance Levels: Determined over a specified number of bars (lengthSR), these levels represent potential barriers where price action may stall or reverse. - ATR (Average True Range): Used to measure market volatility. While it's calculated in the script, it's not visualized on the chart as per the latest modification. - RSI: The RSI is calculated over a defined period (lengthRSI) and is used to identify overbought or oversold conditions. Buy signals are generated when the RSI is below the oversold threshold (rsiOversold) and the price is above the support level. Conversely, sell signals occur when the RSI is above the overbought threshold (rsiOverbought), the price is below the resistance level, and additionally, the price is below a long-term moving average, which acts as a trend filter. - Long-Term Moving Average: This moving average is plotted to help identify the prevailing market trend. Sell signals are filtered based on the price's position in relation to this moving average. - Buy/Sell Signals: Visual representations in the form of shapes are plotted below (for buy) or above (for sell) the price bars to indicate potential entry points. By combining these elements, the indicator aims to provide high-probability trading signals that align with both the market's momentum and trend.
Индикатор Pine Script™
от Fliux
3
Z-Score - AsymmetrikZ-Score-Asymmetrik User Manual Introduction The Z-Score Indicator is a powerful tool used in technical analysis to measure how far a data point is from the mean value of a dataset, measured in terms of standard deviations. This indicator helps traders identify potential overbought or oversold conditions in the market. This user manual provides a comprehensive guide on how to use the Z-Score Indicator in TradingView. 0. Quickstart - Set the thresholds based on your asset (number of standard deviations that you consider being extreme for this asset / timeframe). - Red background indicates a possible overbought situation, green background an oversold one. - The color and direction of the Z-Score Line acts as a confirmation of the trend reversal. 1. Indicator Overview The Z-Score Indicator, also known as the Z-Score Oscillator, is designed to display the Z-Score of a selected financial instrument on your TradingView chart. The Z-Score measures how many standard deviations an asset's price is from its mean (average) price over a specified period. The indicator consists of the following components: - Z-Score Line: This line represents the Z-Score value and is displayed on the indicator panel. - Background Color: The background color of the indicator panel changes based on user-defined thresholds. 2. Inputs The indicator provides several customizable inputs to tailor it to your specific trading preferences: - Number of Periods: This input allows you to define the number of periods over which the Z-Score will be calculated. A longer period will provide a smoother Z-Score line but may be less responsive to recent price changes. - Z-Score Low Threshold: Sets the lower threshold value for the Z-Score. When the Z-Score crosses below this threshold, the background color of the indicator panel changes accordingly. - Z-Score High Threshold: Sets the upper threshold value for the Z-Score. When the Z-Score crosses above this threshold, the background color of the indicator panel changes accordingly. 3. How to Use the Indicator Here are the steps to use the Z-Score Indicator: - Adjust Parameters: Modify the indicator's inputs as needed. You can change the number of periods for the Z-Score calculation and set your desired low and high thresholds. - Interpret the Indicator: Observe the Z-Score line on the indicator panel. It fluctuates above and below zero. Pay attention to the background color changes when the Z-Score crosses your specified thresholds. 4. Interpreting the Indicator - Z-Score Line: The Z-Score line represents the current Z-Score value. When it is above zero, it suggests that the asset's price is above the mean, indicating potential overvaluation. When below zero, it suggests undervaluation. - Background Color: The background color of the indicator panel changes based on the Z-Score's position relative to the specified thresholds. Green indicates the Z-Score is below the low threshold (potential undervaluation), while red indicates it is above the high threshold (potential overvaluation). - Z-Score Line Color: The color of the Z-Score line shows that the Z-Score is trending up compared to its moving average. This can be used as a validation of the background color. 5. Customization Options You can customize the Z-Score Indicator in the following ways: - Adjust Inputs: Modify the number of periods and the Z-Score thresholds. - Change Line and Background Colors: You can customize the colors of the Z-Score line and background by editing the indicator's script. 6. Troubleshooting If you encounter any issues while using the Z-Score Indicator, make sure to check the following: - Ensure that the indicator is applied correctly to your chart. - Verify that the indicator's inputs match your intended settings. - Contact me for more support if needed 7. Conclusion The Z-Score Indicator is a valuable tool for traders and investors to identify potential overbought and oversold conditions in the market. By understanding how the Z-Score works and customizing it to your preferences, you can integrate it into your trading strategy to make informed decisions. Remember that trading involves risk, and it's essential to combine technical indicators like the Z-Score with other analysis methods and risk management strategies for successful trading.
Индикатор Pine Script™
от Stef-Asymmetrik
RSI Heatmap Screener [ChartPrime]The RSI Heatmap Screener is a versatile trading indicator designed to provide traders and investors with a deep understanding of their selected assets' market dynamics. It offers several key features to facilitate informed decision-making: █ Custom Asset Selection: The user can choose up to 30 assets that you want to analyze, allowing for a tailored experience. █ Adjustable RSI Length: Customize your analysis by adjusting the RSI length to align with your trading strategy. █ RSI Heatmap: The heatmap feature uses various colors to represent RSI values: █ Color coding for labels: Grey: Signifies a neutral RSI, indicating a balanced market. Yellow: Suggests overbought conditions, advising caution. Pale Red: Indicates mild overbought conditions in a strong area. Bright Red: Represents strong overbought conditions, hinting at a potential downturn. Pale Green: Signals mild oversold conditions with signs of recovery. Dark Green: Denotes full oversold conditions, with potential for a bounce. Purple: Highlights extremely oversold conditions, pointing to an opportunity for a relief bounce. █ Levels: Central Plot and Zones: The central plot displays the average RSI of the selected assets, offering an overview of market sentiment. Overbought and oversold zones in red and green provide clear reference points. █ Hover Labels: Hover over an asset to access details on various indicators like VWAP, Stochastic, SMA, TradingView ranking, and Volume Rating. Bullish and bearish indicators are marked with ticks and crosses, and a fire emoji denotes heavily overextended assets. █ TradingView Ranking: Utilize the TradingView ranking metric to assess an asset's performance and popularity. Thank you to @tradingview for this ranking metric. █ Volume Rating: Gain insights into trading volumes for more informed decision-making. █ Oscillator at the Bottom: The RSI average for the entire market, presented in a normalized format, offers a broader market perspective. Green indicates a favorable buying area, while red suggests market overextension and potential short or sell opportunities. █ Heatmap Visualization: Historical RSI values for each selected asset are displayed. Red indicates overbought conditions, while green signals oversold conditions, helping you spot trends and potential turning points. This screener is designed to make entering the market simpler and more comprehensive for all traders and investors.
Индикатор Pine Script™
от ChartPrime
10