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다이버전스

Patreon Bull Bear OscillatorThe Patreon bull-bear oscillator (PBBO) was carefully designed to give as much information as possible to the user without sacrificing readability. With it, you can detect the direction of trends, detect whether the market is ranging or trending, tell if a given signal is false, and easily spot divergences, in fact, the PBBO is the only indicator of the trend trading tier that was designed to spot potential reversals. The indicator comes with alerts. Settings Length: Control the sensitivity to price variations, with a higher value aiming to detect longer-term trends. Control Line Divisor: Divisor of the control line Src: Source input of the indicator Pre-Smoothing: If true, smooth "Src" before calculating the PBBO Smooth: Period of the moving average used for pre-smoothing Pre-Smoothing Method: Determine the type of moving average to be used during the pre-smoothing step. Available options are: EMA, TMA (triangular moving average), HULL, LSMA (least squares moving average) Filter Alerts Based On The Control Line: Add an additional condition for the alerts. Detecting The Direction Of A Trend The indicator display three lines, one bull line (in blue), one bear line (in red), and a control line (in green). A bullish market is detected when the bull line is over the bear line, while a bearish market is detected when the bear line is over the bull line. When one of the lines is declining, it means that the current trend is weakening, showing the potential for a retracement or reversal. Filter Out False Signals With The Control Line The PBBO is still subject to all the price variations you will see on your chart, and as such can return false signals, it is important to tell if a bullish/bearish market is significant before making a move, and this is what the control line aims to do. The control line divisor can provide a way to control the position of the control line, with lower values of the divisor requiring even more significant moves in order to trigger a signal. A value of 2 for the control line divisor is recommended in order to filter out false signals. Detecting Whether Market Is Trending Or Ranging Telling when the market is trending is primordial in trend trading, and many indicators that aim to return this information have been proposed. The PBBO is also able to give such information. First, you can look at the bull and bear lines, if both are equal to 0, it means the market is ranging. You can also use the control line to tell whether the market is trending or not, with a bull/bear line above the control line telling the market is trending. Spotting Divergences With The PBBO Spotting divergences is a simple way to detect potential reversals, and it was important for me to start working on an indicator able to detect them while trying to make everything super simple for the user. With the PBBO you don't need to look at both the price and oscillator lines in order to detect divergences, you can simply look at the peaks made by the bull or bear line, if a peak is lower than a previous one, then a reversal might occur. Above, we can see that the bull line made several peaks during the up-trend, with the last peak being lower than the previous one, we thus detect a bearish divergence and could expect a reversal. If the same case scenario occur but with peaks made by the bearish line then we detected a bullish divergence. It can be difficult to tell whether a divergence is significant or not, it can also be hard for beginners to tell which peaks they must look at. A good rule of thumb would be to check if both peaks are coming from two different movements, this is done by seeing if the first peak has reached 0 before the second one occurred. The control line is also useful to tell when peaks are significant or not, with peaks that are higher than the control line being more significant. Alerts By default, a buy alert is given once the bull line is greater than the bear line, and vice versa for a sell alert, the setting "Filter Alerts Based On The Control Line" allows you to only have an alert when the bull/bear line is greater than the control line. Gaining Access To The Indicator Only my Patrons can get access to this indicator, you can go to my Patreon page by clicking on the link in my signature. Note that you will also have access to the Patreon trailing stop and Patreon moving average.
Pine Script® 인디케이터
alexgrover의
24
SRSI HLOCDecided to add some flare to my SRSI Added a candle concept to RSI and thus gives you more context to what PA is doing. Same concepts apply as would a normal candle on a chart. I also have a bollinger type band that should be used as such Wicks near band extremes can be a sign of reversal. i also changed the Kick Ass signals to fire with a little more frequency ALSO PLEASE CHECK OFF THE BORDER IT WILL MAKE THE CANDLES MORE VISIBLE DM how to get access
Pine Script® 인디케이터
SatoshiHeavy의
22
Ema-Weighted-GainStrategy Inputs: Capital=$10,000, Pyramiding=3, Default Quantity=1 Please note that the strategy buys when the WMA (Blue line) cross under zero and sell above it, your experience is very important in using this indicator. Do not follow the buy/sell signals. Read the plot as I explain in the Uses Section and make your own conclusion on how to use it. Description, This Strategy uses multiple Ema’s to calculate Weighted HPR's. I have calculated the weight numbers based on Fibonacci. Uses: NOTE!! (Please Do not take those uses to be 100% Guaranteed. User your experience and judgment to decide your trade). Zoom out to see all the arrows White line (MA) Blue line (WMA) First Ride Trends, 1-Downtrend: short a-MA IS going down b-Entry: WMA cross above or near the MA (White Arrows). 2-Uptrend:long a-MA is going up b-Entry: WMA goes below MA or Near it(Green Arrows). Second Trend Reversal 1-buy entry. WMA at zero, or very close to it, in pullback (Yellow Arrows). 2-short entry WMA at zero, or very close to it, in a bounce (Orange Arrows). Third Divergence as explained in the Red Arrows. Conclusion, Red Arrows= Divergence Green Arrows= Buy entry (The stock is in uptrend) Yellow Arrows= Buy entry (the stock is in downtrend and could reverse) White arrows= short entry (the stock is in downtrend) Orange arrows=short entry (the stock in uptrend and can reverse) If you are interested, send a private message
Pine Script™ 전략
malrawi의
MACD++ Strategy [SystemAlpha]This is a strategy based on MACD Oscillator. Instead of using just the normal crossovers, we use trend filters, trailing stop loss and take profit targets. This strategy was developed for crypto, forex and stocks on daily timeframe but feel free to experiment on 15 minutes or higher using heikin ashi or normal candles In this strategy you have a choice of: Trend Filters: - Average Directional Index ( ADX ) – buy when price is trend is up and sell when trend is down. - Moving Average (MA) – buy when price close above the defined moving average and sell when price close below moving average - Parabolic SAR – buy when SAR is above price is above price and sell when SAR is below price. - All - Use ADX , MA and SAR as filters For MA Filter , you can use the “TF MA Type” and "TF MA Period" parameter to select Simple or Exponential Moving Average and length. Stop Loss: - Average True Range (ATR) – ATR % stop as trailing stop loss. - Parabolic SAR ( SAR ) – Parabolic SAR adapted as trailing stop loss. For ATR , you can use the “ATR Trailing Stop Multiplier” parameter to set an initial offset for trailing stop loss. Take Profit Target: - Average True Range (ATR) – ATR % stop as trailing stop loss. - Standard % – Percent as target profit For ATR , you can use the “ATR Take Profit Multiplier” parameter to set an initial offset for trailing stop loss. Additional feature include: - Regular and Hidden Divergence display and alerts STRATEGY ONLY: - Set back test date range - Set trade direction - Long, Short or Both - Use timed exit - Select method and bars - Method 1: Exit after specified number of bars. - Method 2: Exit after specified number of bars, ONLY if position is currently profitable. - Method 3: Exit after specified number of bars, ONLY if position is currently losing. TradingView Links: Alerts: MACD: How to use: 1. Apply the script by browsing through Indicators --> Invite-Only scripts and select the indicator 2. Once loaded, click the gear (settings) button to select/adjust the parameters based on your preference. 3. Wait for the next BUY or SELL signal to enter the trade! Disclaimer: The indicator and signals generated do not constitute investment advice; are provided solely for informational purposes and therefore is not an offer to buy or sell a security; are not warranted to be correct, complete or accurate; and are subject to change without notice.
Pine Script™ 전략
systemalphatrader의
MACD+ Alerts [SystemAlpha]This is the alert companion of the MACD+ Strategy . Instead of using just the normal crossovers, we use trend filters, trailing stop loss and take profit targets. This strategy was developed for crypto, forex and stocks on daily timeframe but feel free to experiment on 15 minutes or higher using heikin ashi or normal candles. In this alert you have a choice of: Trend Filters: - Average Directional Index ( ADX ) – buy when price is trend is up and sell when trend is down. - Moving Average (MA) – buy when price close above the defined moving average and sell when price close below moving average - Parabolic SAR – buy when SAR is above price is above price and sell when SAR is below price. - All - Use ADX , MA and SAR as filters For MA Filter , you can use the “TF MA Type” and "TF MA Period" parameter to select Simple or Exponential Moving Average and length. Stop Loss: - Average True Range (ATR) – ATR % stop as trailing stop loss. - Parabolic SAR ( SAR ) – Parabolic SAR adapted as trailing stop loss. For ATR , you can use the “ATR Trailing Stop Multiplier” parameter to set an initial offset for trailing stop loss. Take Profit Target: - Average True Range (ATR) – ATR % stop as trailing stop loss. - Standard % – Percent as target profit For ATR , you can use the “ATR Take Profit Multiplier” parameter to set an initial offset for trailing stop loss. Additional feature include: - Regular and Hidden Divergence display and alerts Alerts: When creating alerts use “Once Per Bar Close” parameter for Long and Short and “Once Per Bar” for Close, Trailing Stop, Take Profit and Divergence. TradingView Links: Strategy: MACD: How to use: 1. Apply the script by browsing through Indicators --> Invite-Only scripts and select the indicator 2. Once loaded, click the gear (settings) button to select/adjust the parameters based on your preference. 3. Wait for the next BUY or SELL signal to enter the trade! Disclaimer: The indicator and signals generated do not constitute investment advice; are provided solely for informational purposes and therefore is not an offer to buy or sell a security; are not warranted to be correct, complete or accurate; and are subject to change without notice.
Pine Script® 인디케이터
systemalphatrader의
HFT Divergence Hunter BacktesterDefault Settings are meant to be used in BTC /USDT chart on 5 min time frame on Binance Futures . If you want to use for another asset on another time frame YOU MUST CHANGE THE SETTINGS This is a divergence finding strategy developed by HFT Research. It is a highly customizable strategy and provides endless opportunities to find profitable trades in the market. Default Settings are meant to be used in BTC /USDT chart on 5 min time frame on Binance Futures . If you want to use for another asset on another time frame YOU MUST CHANGE THE SETTINGS This is a divergence finding indicator developed by HFT Research. It is a highly customizable indicator and provides endless opportunities to find profitable trades in the market. Use Envelope , this is the main decision maker in this strategy. The idea behind is that you choose the length of the moving average and set an offset % to create an upper and lower band. If you click on “display envelope” you will be able to visually see the band you have created. This way, you get to scalp the market as the price is diverging and moving away from the moving average. As the famous saying goes, moving averages act like magnets and prices always visits them back. Using this ideology, we aim to capitilize on the price swings that move away from the chosen moving average by x%. STARC Bands ; These are two bands that are applied above and below a simple moving average of an asset’s price. The upper band is created by adding the value of the average true range (ATR) or a multiple of i. The lower band is created by subtracting the value of the ATR from the SMA . The channel can provide traders with ideas on when to buy or sell. During an overall uptrend, buying near the lower band and selling near the top band is favorable. However, from our testing results it does fairly poorly in crypto markets while it does pretty well in traditional markets. Use RSI ; One of the most commonly used indicators in the trading world. The idea is simple, buy when its oversold and sell when its overbought. You can use RSI as a secondary confirmation of the dips. It can be turned on and off. Use MFI MFI stands for Money Flow Index and it is an oscillator like RSI . However, it does track the price in a different fashion than RSI providing a reliable option. It uses the price and volume data for identifying overbought and oversold signals in an asset. Use Fisher Transform Even though, it has a funny name, Fisher is actually a very decent and reliable indicator. It converts the prices into a Gaussian normal distribution channel. Therefore, the indicator detects when the prices have moved to an extreme, based on recent price action. Use VWAP VWAP stands for volume weighted average price . It is an extremely useful indicator when trading intra-day. It does reset every trading session which is at 00:00 UTC . Instead of looking at x number of candles and providing an average price, it will take into consideration the volume that’s traded at a certain price and weigh it accordingly. It will NOT give entry signals but act as a filter. If the price is above VWAP will filter out the shorts and other way around for longs. Use ADX Average directional index is a powerful indicator when one is assessing the strength of a trend as well as measuring the volatility in the market. Unfortunately, the worst market condition for this strategy is sideways market. ADX becomes a useful tool since it can detect trend. If the volatility is low and there is no real price movement, ADX will pick that up and will not let you get in trades during a sideways market. It will allow you to enter trades only when the market is trending. Use Super trend Filter The indicator works well in a trending market but can give false signals when a market is trading in a range. It uses the ATR ( average true range ) as part of its calculation which takes into account the volatility of the market. The ATR is adjusted using the multiplier setting which determines how sensitive the indicator is. Use MA Filter Lookback: It is an option to look back x number of candles to validate the price crossing. If the market is choppy and the price keeps crossing up and down the moving average you have chosen, it will generate a lot of “noisy” signals. This option allows you to confirm the cross by selecting how many candles the price needs to stay above or below the moving average. Setting it 0 will turn it off. MA Filter Type: There is a selection of moving averages that is available on TradingView currently. You can choose from 14 different moving average types to detect the trend as accurate as possible. Filter Length: You can select the length of your moving average. Most commonly used length being 50,100 and 200. Filter Type: This is our propriety smoothing method in order to make the moving averages lag less and influence the way they are calculated slightly. Type 1 being the normal calculation and type 2 being the secret sauce . Reverse MA Filter: This option allows you to use the moving average in reverse. For example, the strategy will go long when the price is above the moving average. However, if you use the reserve MA Filter, you will go short when the price is above the moving average. This method works best in sideways market where price usually retraces back to the moving average. So, in an anticipation of price reverting back to the moving average, it is a useful piece of option to use during sideway markets. Use MACD Filter MACD here will act as a filter rather than an entry signal generator. There are a few different ways to use this MACD filter. You can click on the Use MACD filter and it will use filter out the shorts generated in a bullish territory and longs generated in the bearish territory. It will greatly reduce the number of trades the strategy will trade because MACD is a lagging indicator. By the time MACD turns bullish or bearish , most of the other indicators will have already generated the signals. Therefore, resulting in less trades. You can use MACD filter as MA oscillator meaning that it will only look at the MA lines in MACD to filter out trades. Alternatively, you can use it with the histogram (Signal lines) meaning that it will only look at the histogram whether its below or above the zero line in order to filter out the trades. TP (%) Place your desired take profit percentage here. Default is 1.5% Move SL At Entry x% Profit This is when the strategy will move your SL to the entry point if the position reaches x% profit. It can also generate a signal which can be automated to adjust the SL on the exchange. SL (%) Place your desired stop loss percentage here. Default is 1% The backtester assumes the following; - 1000$ capital - 0.06% commission based on binance - 1% risk meaning 100% equity on cross leverage - Backtest results are starting from 2020 If you want to get access to this indicator please DM me or visit our website.
Pine Script™ 전략
HFTResearch의
11
LB Squeeze Momentum DivergencesThis study tries to highlight LazyBear Squeeze Momentum divergences as they are defined by TradingLatino TradingView user Squeeze momentum green peaks are connected by a line Associated prices to these green peaks are also connected If both lines have a different slope orientation then there is a divergence. It only shows two last divergence lines and angles. The original chart screenshot shows some divergence lines on the top or main chart these were drawn manually because you cannot write to two different charts from the same pine script study (Well, not in August 2020 anyways) It's aimed at BTCUSDT pair and 4h timeframe. HOW IT WORKS Simple geometric mathematics are used to calculate the two lines degrees Then both degrees are compared to show if both lines agree ( // or \\ ) or if they disagree ( /\ or \/ ) SETTINGS (SQZDiver) Show degrees : Show degrees of each Squeeze Momentum Divergence lines to the x-axis. (SQZDiver) Show desviation labels : Whether to show or not desviation labels for the Squeeze Momentum Divergences. (SQZDiver) Show desviation lines : Whether to show or not desviation lines for the Squeeze Momentum Divergences. (ADX) Smoothing (ADX) DI Length (ADX) key level (ADX) Print : Whether to show or not scaled ADX line (SQZMOM) BB Length (SQZMOM) BB MultFactor (SQZMOM) KC Length (SQZMOM) KC MultFactor (SQZMOM) Use TrueRange (KC) (SQZMOM) Print : Whether to show or not Squeeze Momentum indicator. WARNING Some securities and timeframes might output degrees too next to zero. The code might need to be tweaked to meet your needs. USAGE One strategy is to sell when you are in a long entry when you find out that the price slope is upwards ( / ) while the lb smilb slope is downwards: ( \ ) E.g. You will see: / \ on the indicator. Why? Because it might signal you that the price is going to correct downwards soon. FEEDBACK 1 Please let me know if there is any other strategy based on the red side of LB Squeeze Momentum so that I might add support for it in the future. FEEDBACK 2 Calculating degrees in a chart with a different x-axis scale is a nightmare that's why I did not a range settings so that values next to zero are converted into zero and thus showing an horizontal line. Feedback is welcome on this matter. EXTRA 1 If you turn off showing the divergence lines and if you turn off showing the divergence labels you almost get what TradingLatino user uses as its default momentum indicator. EXTRA 2 Optionally this indicator can show you a rescaled ADX (it only works properly on 2020 Bitcoin charts) ABOUT COLOURS TradingLatino user has both dark green and light green inverted compared to this LB SQZMOM chart. CREDITS I have reused and adapted some code from 'Squeeze Momentum Indicator' study which it's from TradingView LazyBear user. I have reused and adapted some code from 'Directional Movement Index + ADX & Keylevel Support' study which it's from TradingView console user.
Pine Script® 인디케이터
ruckard의
19
Bull vs Bear Power by DGTElder-Ray Bear and Bull Power Dr. Alexander Elder cleverly named his first indicator Elder-Ray because of its function, which is designed to see through the market like an X-ray machine. Developed in 1989, the Elder-Ray indicator can be applied to the chart of any security and helps traders determine the strength of competing groups of bulls and bears by gazing under the surface of the markets for data that may not immediately be ascertainable from a superficial glance at prices The Elder-Ray indicator is comprised by three elements – Bear Power, Bull Power and a 13-period Exponential Moving Average. As the high price of any candle shows the maximum power of buyers and the low price of any candle shows the maximum power of sellers, Elder uses the 13-period EMA in order to present the average consensus of price value. Bull power shows whether buyers are capable of pushing prices above the average consensus of value. Bear power shows whether sellers are capable of pushing prices below the average consensus of value. Mathematically, Bull power is the result of subtracting the 13-period EMA from the high price of the day, and Bear power is the result of subtracting the 13-period EMA from the low price of the day. What does this study implements Attempts to customize interpretation of Alexander Elder's Elder-Ray Indicator (Bull and Bear Power) by • adding additional insights to support/confirm Elder’s strategy with different indicators related with the Elder’s concept • providing different options of visualization of the indicator • providing smoothing capability Other Indicators to support/confirm Elder-Ray Indicator: Colored Directional Movement Index (CDMI) , a custom interpretation of J. Welles Wilder’s Directional Movement Index (DMI) , where : DMI is a collection of three separate indicators ( ADX , +DI , -DI ) combined into one and measures the trend’s strength as well as its direction CDMI is a custom interpretation of DMI which presents ( ADX , +DI , -DI ) with a color scale - representing the trend’s strength, color density - representing momentum/slope of the trend’s strength, and triangle up/down shapes - representing the trend’s direction. CDMI provides all the information in a single line with colored triangle shapes plotted on the top. DMI can provide quality information and even trading signals but it is not an easy indicator to master, whereus CDMI simplifies its usage. Alexander Elder considers the slope of the EMA, which gives insight into the recent trend whether is up or down, and CDMI adds additional insight of verifying/confirming the trend as well as its strength Note : educational content of how to read CDMI can be found in ideas section named as “Colored Directional Movement Index” different usages of CDMI can be observed with studies “Candlestick Patterns in Context by DGT", “Ichimoku Colored SuperTrend + Colored DMI by DGT”, “Colored Directional Movement and Bollinger Band's Cloud by DGT”, and “Technical Analyst by DGT” Price Convergence/Divergence , if we pay attention to mathematical formulations of bull power, bear power and price convergence/divergence (also can be expressed as price distance to its ma) we would clearly observe that price convergence/divergence is in fact the result of how the market performed based on the fact that we assume 13-period EMA is consensus of price value. Then, we may assume that the price convergence/divergence crosses of bull power, or bear power, or sum of bull and bear power could be considered as potential trading signals Additionally, price convergence/divergence visualizes the belief that prices high above the moving average or low below it are likely to be remedied in the future by a reverse price movement Alternatively, Least Squares Moving Average of Price Convergence/Divergence (also known as Linear Regression Curve) can be plotted instead of Price Convergence/Divergence which can be considered as a smoothed version of Price Convergence/Divergence Note : different usages of Price Convergence/Divergence can be observed with studies “Trading Psychology - Fear & Greed Index by DGT”, “Price Distance to its MA by DGT”, “P-MACD by DGT”, where “Price Distance to its MA by DGT” can also be considered as educational content which includes an article of a research carried on the topic Options of Visualization Bull and Bear Power plotted as two separate • histograms • lines • bands Sum of Bull and Bear Power plotted as single • histogram • line • band Others Price Convergence/Divergence displayed as Line CDMI is displayed as single colored line of triangle shapes, where triangle shapes displays direction of the trend (triangle up represents bull and triangle down represent bear), colors of CDMI displays the strength of the trend (green – strong bullish, red – strong bearish, gray – no trend, yellow – week trend) In general with this study, color densities also have a meaning and aims to displays if the value of the indicator is falling or growing, darker colors displays more intense move comparing to light one Note : band's upper and lower levels are calculated by using standard deviation build-in function with multiply factor of 0.236 Fibonacci’s ratio (just a number for our case, no any meaning) Smoothing No smoothing is applied by default but the capability is added in case Price Convergence/Divergence Line is assumed to be used as a signal line it will be worth smoothing the bear, bull or sum of bear and bull power indicators Interpreting Elder-Ray Indicator, according to Dr. Alexander Elder Bull Power should remain positive in normal circumstances, while Bear Power should remain negative in normal circumstances. In case the Bull Power indicator enters into negative territory, this implies that sellers have overcome buyers and control the market. In case the Bear Power indicator enters into positive territory, this indicates that buyers have overcome sellers and control the market. A trader should not go long at times when the Bear Power indicator is positive and he/she should not go short at times when the Bull Power indicator is negative. 13-period EMAs slope can be used in order to identify the direction of the major trend. According to Elder, the most reliable buy signals are generated, when there is a bullish divergence between the Bear Power indicator and the price (Bear Power forms higher lows, while the market forms lower lows). The most reliable sell signals are generated, when there is a bearish divergence between the Bull Power indicator and the price (Bull Power forms lower highs, while the market forms higher highs). There are four basic conditions, required to go long or short, with the use of the Elder-Ray method alone. In order to go long: 1. The market is in a bull trend, as indicated by the 13-period EMA 2. Bear Power is in negative territory, but increasing 3. The most recent Bull Power top is higher than its prior top 4. Bear Power is going up from a bullish divergence The last two conditions are optional that fine-tune the buying decision In order to go short: 1. The market is in a bear trend, as indicated by the 13-period EMA 2. Bull Power is in positive territory, but falling 3. The most recent Bear Power bottom is lower than its prior bottom 4. Bull Power is falling from a bearish divergence The last two conditions are optional, they provide a stronger signal for shorting but they are not absolutely essential If a trader is willing to add to his/her position, he/she needs to: 1. add to his/her long position, when the Bear Power falls below zero and then climbs back into positive territory 2. add to his/her short position, when the Bull Power increases above zero and then drops back into negative territory. note : terminology of the definitions used herein are as per TV dictionary Trading success is all about following your trading strategy and the indicators should fit within your trading strategy, and not to be traded upon solely Disclaimer : The script is for informational and educational purposes only. Use of the script does not constitute professional and/or financial advice. You alone have the sole responsibility of evaluating the script output and risks associated with the use of the script. In exchange for using the script, you agree not to hold dgtrd TradingView user liable for any possible claim for damages arising from any decision you make based on use of the script
Pine Script® 인디케이터
dgtrd의
56
Trading Psychology - Fear & Greed Index by DGTPsychology of a Market Cycle - Where are we in the cycle? Before proceeding with the question "where", let's first have a quick look at "What is market psychology?" Market psychology is the idea that the movements of a market reflect the emotional state of its participants. It is one of the main topics of behavioral economics - an interdisciplinary field that investigates the various factors that precede economic decisions. Many believe that emotions are the main driving force behind the shifts of financial markets and that the overall fluctuating investor sentiment is what creates the so-called psychological market cycles - which is also dynamic.  Stages of Investor Emotions: * Optimism  – A positive outlook encourages us about the future, leading us to buy stocks. * Excitement  – Having seen some of our initial ideas work, we begin considering what our market success could allow us to accomplish. * Thrill  – At this point we investors cannot believe our success and begin to comment on how smart we are. * Euphoria  – This marks the point of maximum financial risk. Having seen every decision result in quick, easy profits, we begin to ignore risk and expect every trade to become profitable. * Anxiety  – For the first time the market moves against us. Having never stared at unrealized losses, we tell ourselves we are long-term investors and that all our ideas will eventually work. * Denial  – When markets have not rebounded, yet we do not know how to respond, we begin denying either that we made poor choices or that things will not improve shortly. * Fear  – The market realities become confusing. We believe the stocks we own will never move in our favor. * Desperation  – Not knowing how to act, we grasp at any idea that will allow us to get back to breakeven. * Panic  – Having exhausted all ideas, we are at a loss for what to do next. * Capitulation  – Deciding our portfolio will never increase again, we sell all our stocks to avoid any future losses. * Despondency  – After exiting the markets we do not want to buy stocks ever again. This often marks the moment of greatest financial opportunity. * Depression  – Not knowing how we could be so foolish, we are left trying to understand our actions. * Hope  – Eventually we return to the realization that markets move in cycles, and we begin looking for our next opportunity. * Relief  – Having bought a stock that turned profitable, we renew our faith that there is a future in investing. It's hard to predict with certainty where we exactly are in the market cycle, we can only make an educated guess as to the rough stage based on data available. And here comes the study "Trading Psychology - Fear & Greed Index"    Factors taken into account in this study include:  1-Price Momentum : Price Divergence/Convergence versus its Slow Moving Average 2-Strenght :   Rate of Return (RoR) also called Return on Investment (ROI) is a performance measure used to evaluate the efficiency of an investment, net gain or loss of an investment over a specified time period, the rate of change in price movement over a period of time to help investors determine the strength 3-Money Flow : Chaikin Money Flow (CMF) is a technical analysis indicator used to measure Money Flow Volume over a set period of time. CMF can be used as a way to further quantify changes in buying and selling pressure and can help to anticipate future changes and therefore trading opportunities. CMF calculations is based on Accumulation/Distribution 4-Market Volatility : CBOE Volatility Index (VIX), the Volatility Index, or VIX, is a real-time market index that represents the market's expectation of 30-day forward-looking volatility. Derived from the price inputs of the S&P 500 index options, it provides a measure of market risk and investors' sentiments. It is also known by other names like "Fear Gauge" or "Fear Index." Investors, research analysts and portfolio managers look to VIX values as a way to measure market risk, fear and stress before they take investment decisions 5-Safe Haven Demand : in this study GOLD demand is assumed  What to look for : *Fear and Greed Index as explained above, *Divergencies  Tool tip of the label displayed provides details of references Conclusion: As investors, we always get caught up in the day to day price movements, and lose sight of the bigger picture. The biggest crashes happen not when investors are cautious and fearful, it's when they're euphoric and expecting financial instruments to continue going higher. So as we continue investing, don’t forget to stop and ask yourself, where in the chart do you think we are right now? The Market Psychology Cycle shines light on how emotions evolve, fear and greed index can come in handy, provided that it is not the only tool used to make investment decisions. It is easy to look back at market cycles and recognize how the overall psychology changed. Analyzing previous data makes it obvious what actions and decisions would have been the most profitable. However, it is much harder to understand how the market is changing as it goes - and even harder to predict what comes next. Many investors use technical analysis (TA) to attempt to anticipate where the market is likely to go. Investors are advised to keep tabs on fear for potential buying the dips opportunities and view periods of greed as a potential indicator that financial instruments might be overvalued. Warren Buffett's quote, buy when others are fearful, and sell when others are greedy Trading success is all about following your trading strategy and the indicators should fit within your trading strategy, and not to be traded upon solely Disclaimer : The script is for informational and educational purposes only. Use of the script does not constitute professional and/or financial advice. You alone have the sole responsibility of evaluating the script output and risks associated with the use of the script. In exchange for using the script, you agree not to hold dgtrd TradingView user liable for any possible claim for damages arising from any decision you make based on use of the script
Pine Script® 인디케이터
dgtrd의
84
WaveTrend Momentum (Zeiierman)█ Overview WaveTrend Momentum (Zeiierman) reveals the underlying rhythm of market movement through positive and negative momentum waves that visualize both sides of trend behavior. This dual-wave structure makes it easy to see how impulses and retracements interact in real time, helping you distinguish between a normal pullback within strength and the early signs of a trend losing momentum. The indicator layers its waves with higher-timeframe trend alignment and adaptive context filters, mapping when momentum expands, when it fades, and where a pullback is approaching exhaustion or renewed trend strength is likely to emerge. ⚪ Why This One Is Unique Unlike conventional wave oscillators, this design uses dual, phase-managed wave construction with adaptive scaling across symbols and timeframes. At its core is a three-mode Trend Strength engine (Adaptive, Stability, Structure) that dynamically adjusts to market conditions, supported by higher-timeframe regime sourcing and a dedicated impulse-and-divergence framework. █ Main features ⚪ WaveTrend Momentum Waves The foundation of the indicator lies in its ability to build positive and negative momentum waves that visualize both sides of market movement. This dual-wave structure makes it easy to identify trend direction, impulses, retracements, and exhaustion in real time, showing how momentum evolves within broader market phases. The waves can be used directly to gauge trend strength and direction, helping traders stay aligned with prevailing momentum or recognize when a shift is forming. ⚪ Extreme Moves Extreme Zones highlight points where momentum reaches statistically stretched conditions, areas where price action often pauses, rebalances, or reverses. These zones help traders anticipate potential exhaustion before it becomes visible on price, improving timing for entries, exits, and scaling decisions. ⚪ Impulse Moves Impulse Markers identify bursts of directional momentum, moments when trend energy expands sharply. These points often align with breakouts, accelerations, or continuation signals, helping traders focus on active opportunities rather than noise or consolidation. ⚪ Trend Strength The Trend Strength Line adapts dynamically to shifting market regimes. It can operate in three modes: Adaptive, Stability, and Structure, each offering a different sensitivity level to trend changes. This feature helps confirm whether the trend is building, stabilizing, or losing strength, and serves as a foundation for bias filtering or trade direction confirmation. ⚪ Higher-Timeframe Trend Alignment Integrates a higher-timeframe trend reference directly into the analysis, giving each wave context. This alignment clarifies when local pullbacks occur in harmony or conflict with the broader trend, making it easier to distinguish temporary corrections from true reversals. ⚪ Divergence Engine A fully integrated divergence detection system that automatically spots both regular and hidden divergences between price and momentum. By surfacing early signs of trend weakening or continuation potential, it gives traders a structured way to detect subtle momentum shifts before they manifest in price. █ How to Use ⚪ Trend Trading WaveTrend Momentum excels as a trend-following framework by combining wave direction, Trend Strength, and higher-timeframe alignment to reveal when momentum is expanding or contracting within the broader market phase. Note: To get trend waves, consider increasing the Wave Transition value to above 40. Bullish WaveTrend Trend: When the positive momentum waves are above the neutral midpoint, the market is trending upward. Minor downward retracements within this structure often resolve back into trend continuation once buying pressure reasserts itself, particularly when the higher-timeframe context confirms a bullish regime. Bearish WaveTrend Trend: When the negative wave dominates and remains below the midpoint, downside momentum controls the market. Minor upward retracements within this structure often resolve back into trend continuation once selling pressure reasserts itself, particularly when the higher-timeframe context confirms a bearish regime. Bullish Trend Strength Line: A Trend Strength Line positioned above the midline indicates a bullish trend. A rising line reflects growing momentum and persistent buying pressure. The steeper the slope, the stronger the current regime. As long as the line continues to rise alongside positive waves, the trend remains structurally intact. Bearish Trend Strength Line: A Trend Strength Line positioned below the midline indicates a bearish trend. A declining line reflects increasing selling pressure and persistent downside momentum. The steeper the slope, the stronger the current bearish regime. As long as the line continues to fall alongside negative waves, the trend remains structurally intact. ⚪ Momentum Trading Momentum trading focuses on capturing the energy and force behind price movement, identifying whether the market is accelerating, losing steam, or preparing for a reversal. Momentum shifts can reveal temporary exhaustion, trend-strength continuation, or breakout acceleration before price action fully confirms it. The indicator includes several features designed to detect and visualize momentum: Waves: The core element of the indicator. The size and slope of the waves reflect the strength of momentum. Expanding waves indicate strong directional pressure, while contracting waves suggest cooling or consolidation. Extreme Zones: When waves reach or exceed the extreme levels, the market enters statistically stretched conditions, signaling potential exhaustion or reversal zones. However, these events can also occur during strong trends, indicating continued strength in that direction. Market context is essential to determine whether an extreme should be interpreted as a reversal signal or as confirmation of trend momentum. Impulse Markers: Highlight sudden bursts of momentum, often associated with breakouts or continuation events. Like Extreme Zones, Impulse Markers can appear within both reversals and strong trending phases. Context from price structure and higher timeframes helps identify whether the impulse reflects a trend-strength expansion or the final surge before exhaustion. You can use any of these features to identify: Breakouts: When Impulse or Extreme Markers align with expanding waves. Reversals: When momentum reaches extreme levels followed by a fade in strength, it signals potential exhaustion before a structural shift. However, strong trends can also produce temporary fades that quickly recover, so context is key to distinguishing between true reversals and brief pauses within the trend. ⚪ Pullback Trading Pullbacks represent short pauses or retracements within a prevailing trend. The combination of the Wave, Impulse Markers, and the Trend Strength Line helps identify when a pullback is maturing and when continuation is likely to resume. Bullish WaveTrend and Trend Strength Pullback In an uptrend, a brief dip in the negative wave, paired with a bullish Trend Strength, typically signals a healthy pullback rather than a reversal. When the negative wave begins to turn upward again, it confirms momentum recovery and potential for continuation. Bearish WaveTrend and Trend Strength Pullback In a downtrend, a short-lived rise in the positive wave while Trend Strength remains negative usually signals a counter-trend rally within weakness. As the positive wave fades and the negative wave expands again, downside continuation becomes more probable. ⚪ Divergence Trading Divergence trading focuses on identifying moments when price and momentum move out of sync, signaling a potential shift in market direction or a slowdown in trend strength. These divergences often appear before reversals, consolidations, or major transitions in structure, making them a valuable early warning tool for traders. The integrated Divergence Engine automatically detects these imbalances between price action and momentum. When price continues to move in one direction but momentum begins to fade, it suggests that the underlying strength driving the move is weakening. █ How It Works ⚪ Wave Construction The momentum wave is derived from phase-managed price smoothers, then normalized and bounded to express both positive and negative momentum within a single coherent structure. Calculation: Composite moving frameworks with phase management, nonlinear rescaling, and amplitude companding to stabilize wave height and maintain consistent sensitivity. ⚪ Extremes An auxiliary equilibrium tracker measures deviations from a dynamic mean to identify statistically stretched conditions in which momentum may begin to rebalance. Calculation: Robust deviation mapping of a smoothed equilibrium series with adaptive thresholds for regime-consistent extremes. ⚪ Trend Strength Core A tri-mode core measures directional persistence and adapts dynamically to changing market regimes, with optional higher-timeframe sourcing for context. Calculation: Return-aggregated momentum with envelope gating (Adaptive), stability-biased curvature tracking (Stability), and structure-driven range midpoint logic (Structure). ⚪ Range & Regime Filter A volatility-adjusted filter produces a smoothed state line and internal bias zones, allowing the indicator to contextualize momentum behavior within current volatility conditions. Calculation: Volatility-normalized range synthesis with slow/fast quantization modes and optional smoothing to mitigate market chop. ⚪ Impulse Detection Detects short-term bursts of directional energy and marks them as impulse events. These impulses highlight when momentum rapidly expands, often signaling breakouts, accelerations, or the end of low-volatility phases. Calculation: Nonlinear impulse-response mapping that emphasizes higher-order rate changes while filtering out micro-noise. ⚪ Divergence Engine (Regular & Hidden) Compares price swings against the wave’s momentum structure to identify early disagreement between price and internal strength. Calculation: Swing-logic comparators analyze price relative to normalized wave amplitude to detect momentum shifts and potential divergence setups. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
Pine Script® 인디케이터유료 스크립트
Zeiierman의
21
Divergence Sniper (Acc/Dist/Vol/MF @iam516)Volume + Money Flow + Accumulation Distribution Divergence Formula 1. Layer on top of price 2. Disable 'Hide Pivots' 3. Use Blue stripes (pivots) to identify areas of reversals. These are combined vol/mf/acc/dist divergences and points of exhaustion for either side. When the peaks are at the top, a blue pivot would indicate overbought, at the bottom oversold. Green and Red stripes indicate areas of confirmed divergences / main areas of pivots, however, the blue stripes are more precise for scalping and work near perfectly. In strong trends, sometimes you will get 2 or even 3 pivots in a row before the price reverses, so I wouldn't suggest using the very first availble pivot to enter a position in a strong trend. In accumulative/range type scenarios, 1st blue pivots usually give you the perfect entry. In strong trend / impulsive move scenarios, I would wait for either a 2-drive or a 3-drive divergence (2nd or 3rd blue stripe to appear) to snipe an entry. 4. I suggest enabling all kinds of custom time frames: 1,2,3,4,5,6,7,8,9,10 minutes, 15 minutes, 20 minutes, 25 minutes. For medium time frames, I suggest adding 4 hours, 6 hours, 8 hours, 10 hours. For high time frames, add 4 day, 5 day, 6 day. For anything above, add 2 months and 5 months besides monthly and quarterly. 5. Default colors of peaks are green, you can customize them to make them match your chart's color scheme. I prefer light grey on top of black. Good luck, let me know if you have any questions
Pine Script® 인디케이터
iam516의
4
[astropark] MFI divergencesDear Followers, today a new great Scalper Tool , based on a custom version of Money Flow (MFI) oscillator, which works on both Candlesticks, Heiking Ashi and Renko charts , from 1 second Renko chart and above (on non Renko charts, the higher, the better of course!), both on FOREX, Cryptocurrencies, Stocks and Commodities! This tool has some cool features: it works on all timeframes , on both Renko, Heikin Ashi and Candlesticks chart it shows you both bullish and bearish divergences with a triangle up or down respectively when it finds a strong bullish/bearish divergence , a flag will be displayed instead of a triangle it shows you both hidden bullish and bearish divergences with a label "hid" This script will let you set all notifications you may need in order to be alerted on each triggered divergence. You may like to use it together with my Renko OBV Divergences indicator (which works on Candlesticks and Heiking Ashi too) and my Renko RSI Divergences indicator (which works on Candlesticks and Heiking Ashi too) On Bitmex/ByBit/Binance Bitcoin/USD chart best Renko settings is Traditional Renko chart with 11$ box size, while 0.5$ box size is suggested on Ethereum/USD pair. This is a premium indicator , so send me a private message in order to get access to this script.
Pine Script® 인디케이터
astropark의
1