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pandas_taLibrary "pandas_ta" Level: 3 Background Today is the first day of 2022 and happy new year every tradingviewers! May health and wealth go along with you all the time. I use this chance to publish my 1st PINE v5 lib : pandas_ta This is not a piece of cake like thing, which cost me a lot of time and efforts to build this lib. Beyond 300 versions of this script was iterated in draft. Function Library "pandas_ta" PINE v5 Counterpart of Pandas TA - A Technical Analysis Library in Python 3 at github.com The Original Pandas Technical Analysis (Pandas TA) is an easy to use library that leverages the Pandas package with more than 130 Indicators and Utility functions and more than 60 TA Lib Candlestick Patterns. I realized most of indicators except Candlestick Patterns because tradingview built-in Candlestick Patterns are even more powerful! I use this to verify pandas_ta python version indicators for myself, but I realize that maybe many may need similar lib for pine v5 as well. Function Brief Descriptions (Pls find details in script comments) bton --> Binary to number wcp --> Weighted Closing Price (WCP) counter --> Condition counter xbt --> Between ebsw --> Even Better SineWave (EBSW) ao --> Awesome Oscillator (AO) apo --> Absolute Price Oscillator (APO) xrf --> Dynamic shifted values bias --> Bias (BIAS) bop --> Balance of Power (BOP) brar --> BRAR (BRAR) cci --> Commodity Channel Index (CCI) cfo --> Chande Forcast Oscillator (CFO) cg --> Center of Gravity (CG) cmo --> Chande Momentum Oscillator (CMO) coppock --> Coppock Curve (COPC) cti --> Correlation Trend Indicator (CTI) dmi --> Directional Movement Index(DMI) er --> Efficiency Ratio (ER) eri --> Elder Ray Index (ERI) fisher --> Fisher Transform (FISHT) inertia --> Inertia (INERTIA) kdj --> KDJ (KDJ) kst --> 'Know Sure Thing' (KST) macd --> Moving Average Convergence Divergence (MACD) mom --> Momentum (MOM) pgo --> Pretty Good Oscillator (PGO) ppo --> Percentage Price Oscillator (PPO) psl --> Psychological Line (PSL) pvo --> Percentage Volume Oscillator (PVO) qqe --> Quantitative Qualitative Estimation (QQE) roc --> Rate of Change (ROC) rsi --> Relative Strength Index (RSI) rsx --> Relative Strength Xtra (rsx) rvgi --> Relative Vigor Index (RVGI) slope --> Slope smi --> SMI Ergodic Indicator (SMI) sqz* --> Squeeze (SQZ) * NOTE: code sufferred from very strange error, code was commented. sqz_pro --> Squeeze PRO(SQZPRO) xfl --> Condition filter stc --> Schaff Trend Cycle (STC) stoch --> Stochastic (STOCH) stochrsi --> Stochastic RSI (STOCH RSI) trix --> Trix (TRIX) tsi --> True Strength Index (TSI) uo --> Ultimate Oscillator (UO) willr --> William's Percent R (WILLR) alma --> Arnaud Legoux Moving Average (ALMA) xll --> Dynamic rolling lowest values dema --> Double Exponential Moving Average (DEMA) ema --> Exponential Moving Average (EMA) fwma --> Fibonacci's Weighted Moving Average (FWMA) hilo --> Gann HiLo Activator(HiLo) hma --> Hull Moving Average (HMA) hwma --> HWMA (Holt-Winter Moving Average) ichimoku --> Ichimoku Kinkō Hyō (ichimoku) jma --> Jurik Moving Average Average (JMA) kama --> Kaufman's Adaptive Moving Average (KAMA) linreg --> Linear Regression Moving Average (linreg) mgcd --> McGinley Dynamic Indicator rma --> wildeR's Moving Average (RMA) sinwma --> Sine Weighted Moving Average (SWMA) ssf --> Ehler's Super Smoother Filter (SSF) © 2013 supertrend --> Supertrend (supertrend) xsa --> X simple moving average swma --> Symmetric Weighted Moving Average (SWMA) t3 --> Tim Tillson's T3 Moving Average (T3) tema --> Triple Exponential Moving Average (TEMA) trima --> Triangular Moving Average (TRIMA) vidya --> Variable Index Dynamic Average (VIDYA) vwap --> Volume Weighted Average Price (VWAP) vwma --> Volume Weighted Moving Average (VWMA) wma --> Weighted Moving Average (WMA) zlma --> Zero Lag Moving Average (ZLMA) entropy --> Entropy (ENTP) kurtosis --> Rolling Kurtosis skew --> Rolling Skew xev --> Condition all zscore --> Rolling Z Score adx --> Average Directional Movement (ADX) aroon --> Aroon & Aroon Oscillator (AROON) chop --> Choppiness Index (CHOP) xex --> Condition any cksp --> Chande Kroll Stop (CKSP) dpo --> Detrend Price Oscillator (DPO) long_run --> Long Run psar --> Parabolic Stop and Reverse (psar) short_run --> Short Run vhf --> Vertical Horizontal Filter (VHF) vortex --> Vortex accbands --> Acceleration Bands (ACCBANDS) atr --> Average True Range (ATR) bbands --> Bollinger Bands (BBANDS) donchian --> Donchian Channels (DC) kc --> Keltner Channels (KC) massi --> Mass Index (MASSI) natr --> Normalized Average True Range (NATR) pdist --> Price Distance (PDIST) rvi --> Relative Volatility Index (RVI) thermo --> Elders Thermometer (THERMO) ui --> Ulcer Index (UI) ad --> Accumulation/Distribution (AD) cmf --> Chaikin Money Flow (CMF) efi --> Elder's Force Index (EFI) ecm --> Ease of Movement (EOM) kvo --> Klinger Volume Oscillator (KVO) mfi --> Money Flow Index (MFI) nvi --> Negative Volume Index (NVI) obv --> On Balance Volume (OBV) pvi --> Positive Volume Index (PVI) dvdi --> Dual Volume Divergence Index (DVDI) xhh --> Dynamic rolling highest values pvt --> Price-Volume Trend (PVT) Remarks I also incorporated func descriptions and func test script in commented mode, you can test the functino with the embedded test script and modify them as you wish. This is a Level 3 free and open source indicator library. Feedbacks are appreciated. This is not the end of pandas_ta lib publication, but it is start point with pine v5 lib function and I will add more and more funcs into this lib for my own indicators. Function Name List: bton() wcp() count() xbt() ebsw() ao() apo() xrf() bias() bop() brar() cci() cfo() cg() cmo() coppock() cti() dmi() er() eri() fisher() inertia() kdj() kst() macd() mom() pgo() ppo() psl() pvo() qqe() roc() rsi() rsx() rvgi() slope() smi() sqz_pro() xfl() stc() stoch() stochrsi() trix() tsi() uo() willr() alma() wcx() xll() dema() ema() fwma() hilo() hma() hwma() ichimoku() jma() kama() linreg() mgcd() rma() sinwma() ssf() supertrend() xsa() swma() t3() tema() trima() vidya() vwap() vwma() wma() zlma() entropy() kurtosis() skew() xev() zscore() adx() aroon() chop() xex() cksp() dpo() long_run() psar() short_run() vhf() vortex() accbands() atr() bbands() donchian() kc() massi() natr() pdist() rvi() thermo() ui() ad() cmf() efi() ecm() kvo() mfi() nvi() obv() pvi() dvdi() xhh() pvt()
Libreria Pine Script®
di blackcat1402
20
Bogdan Ciocoiu - Looking Glass► Description The script shows a multi-timeline suite of information for the current ticker. This information refers to configurable moving averages, RSI, Stochastic RSI, VWAP and TSI data. The timeframes reflected in the script vary from 1m to 1h. I recommend the tool for 3m scalping as it provides good visibility upwards. The headings from the table are: {Close} - {MA1} {Close} - {MA2} {Close} - {MA3} {MA1} - {MA2} {MA2} - {MA3} {RSI} {Stoch RSI K} {Stoch RSI D} {VWAP} {TSI} {TSI EMA} {TSI} - {TSI EMA} ► Originality and usefulness This tool is helpful because it helps users read a chart much quicker than if they were to navigate between timeframes. The colour coding indicates an accident/descendant trend between any two values (i.e. close vs MA1, MA1-MA2, RSI K vs RSI D, etc.). ► Open-source reuse www.tradingview.com www.tradingview.com www.tradingview.com www.tradingview.com www.tradingview.com
Indicatore Pine Script®
di BogdanCiocoiu
1
WaveTrend 4h/24mWaveTrend 4h/24m is a trading tool based on two WaveTrend timeframes. For this script the WaveTrend calculations made by LazyBear were used. WaveTrend is a widely used indicator for finding direction of an asset. The strategy is developed by Youtuber Jayson Casper. The main strategy on the 4 hour and 24 minute timeframes, this will be the default timeframes. Timeframes can be adjusted in the indicator interface. With Jaysons' we wait for both timeframes to have last printed a green dot for longs, and both timeframes to have last printed a red dot for shorts. When this occurs a green diamond will be printed for longs, a red diamond for shorts. Make sure to always use the chart from the smallest timeframe you're using, so by defaults use the 24 minute chart. Features of the indicator: - WaveTrend Timeframe 1 (Blue/Lightblue wave). - WaveTrend Timeframe 2 (Blue/Purple line with filled background between the lines). - VWAP (Yellow wave which is turned off by default) - Green/Red Diamonds What to look for? This script is all about the Green and Red Diamonds. A Green diamond will be printed when on both the 4 hour and 24 minute timeframe the last printed dot was a green dot. A Red diamond will be printed when on both the 4 hour and 24 minute timeframe the last printed dot was a red dot. What are the Green and Red Diamonds based on? When both VWAP timeframes are ABOVE 0, a green diamond will be printed. This is equivalent to the last dot on both WaveTrend timeframes being a green dot. When both VWAP timeframes are BELOW 0, a red diamond will be printed. This is equivalent to the last dot on both WaveTrend timeframes being a red dot. Happy Trading!
Indicatore Pine Script®
di ScryptoMB
12
PROFIT INDICATORFirst let me tell you which indicators have been used in this script so that you have the confidence while taking the trade: (a) Bollinger Band with 20 SMA Inside it - Currently it is off, you can turn it on from settings. (b) HMA 33, I have added the option of using two HMA's simultaneously. You can use HMA, EMA, SMA as per your settings and it would be color trending. (c) VWAP- you can turn it on from settings (d) CPR- you can turn it on from settings (e) EMA's 20, 50, 200. Currently off, you can turn it on from settings. (d) SMA's 50 and 200. Currently off, yu can turn it on from settings, if you want to use 20 SMA you can use bollinger band basis that is 20 period SMA. (f) Trend bar at bottom on the basis of 50 EMA. (g) Half Trend (h) Trend strength Detector (d) EMA 50 high and low to show the pac channel. I am not using this however as per request I have added this. Currently, it is trun on and you can turn it off from settings. (f) Auto Fib levels Please use a stick note for few days and mention imp notes before taking trade to check if all the conditions are matching to take the trade. Buy Condition:- 1. Bolling band should be widely open. 2. Check the support and resistance from CPR. Candle should close above support in green. 3. Check the trend bar at bottom, it should be green, if it is grey in colour dont enter in trade. 4. Candle should be closing above EMA 50 and its upto you if you need additional confirmation, you can use EMA 20, 50, 200 and SMA 50 and 200, this is optional. 5. You can use VWAP as support or resistance and you can turn it on from settings. 6. Trending HMA of 33 should be in green for buy. 7. Half trend Indicator should give buy signal. 8. Trend Strength Indicator for checking the strength of the trend, if the arrow is big upside, you can go for buy. 9. Exit from buy trade when it start showing very small arrow which means trend is about to change. 10.Exit buy trade at 61.8 Fib level Sell Condition:- 1. Bolling band should be widely open. 2. Check the support and resistance from CPR. Candle should close below resistance in red. 3. Check the trend bar at bottom, it should be red, if it is grey in colour dont enter in trade. 4. Candle should be closing below EMA 50 and its upto you if you need additional confirmation, you can use EMA 20, 50, 200 and SMA 50 and 200, this is optional. 5. You can use VWAP as support or resistance and you can turn it on from settings. 6. Trending HMA of 33 should be in red for sell. 7. Half trend Indicator should give sell signal. 8. Trend Strength Indicator for checking the strength of the trend, if the arrow is big downside, you can go for sell. 9. Exit from sell trade when down arrows start showing very small in size which means trend is about to change. 10.Exit sell trade at 61.8 Fib level
Indicatore Pine Script®
di dhawal123
10
Pulu's 3 Moving Averages Pulu's 3 Moving Averages Release version 1, date 2021-09-28 This script allows you to customize three sets of moving averages, turn on/off, set color and parameters. It also tags the start date of the last set of moving average if there is. This, release version 1, supports eight moving average algorithms: ALMA, Arnaud Legoux Moving Average EMA, Exponential Moving Average RMA, Adjusted exponential moving average (aka Wilder’s EMA) SMA, Simple Moving Average SWMA, Symmetrically-Weighted Moving Average VWAP, Volume-Weighted Average Price VWMA, Volume-Weighted Moving Average WMA, Weighted Moving Average The availability and function parameters Func. Availability Parameters ALMA MA1, MA2, MA3 source length offset sigma EMA RMA SMA VWMA WMA MA1, MA2, MA3 source length SWMA VWAP MA1 source Parameters Parameter Description source the series of values to process. The default is to use the closing price to calculate the moving average. length an integer value that defines the number of bars to calculate the moving average on. The SWMA and VWAP do not use this parameter. ALMA offset a floating-point value that controls the tradeoff between smoothness (with a value closer to 1) and responsiveness (with a value closer to 0). This parameter is only used by ALMA. ALMA sigma a floating-point value that specifies the ALMA’s smoothness. The larger this value, the smoother the moving average is. This parameter is only used by ALMA. I'm not sure if it is needed, so I do not let the three Moving Averages of the script to have indivial algorithm setting. Because that will involve much complicated condition testing and use up more TradingView script lines limit. If you need to combine different algorithms in the three sets of moving averages, or have other ideas, leave a message to let me know; maybe I will try it in the next update. 我不確定是否需要，所以我沒有讓腳本的三組移動平均線有各別的算法設置。因為這將涉及更多複雜的條件測試，並使用更多 TradingView 腳本列數限制。如果您需要在三組均線中組合不同的算法，或者有其他想法，請留言告訴我；也許我會在下一次更新中嘗試。
Indicatore Pine Script®
di Pulu_
3
Exponential moving averages Convergence to identify Strength of Exponential moving averages Convergence to identify Strength of the stock. Description: This script is developed to find Convergences for many indicators. It analyses Convergences of 20days, 50days, 100days, 150days and 200days exponential moving averages. When all the plotted lines are converged and Price of stock is above the Convergence the stock is bullish, similarly if the price of the stock is below the convergence stock is bearish. This indicator gives you VWAP and EMA’s for convergence along with Bollinger Bands. VWAP and Bollinger bands and EMA’s can be altered as you required. In settings menu we can enable and disable VWAP, EMA’S & Bollinger bands and in style menu even we can choose required EMA It helps for convergence.
Indicatore Pine Script®
di sobhanadri
6
TWAP TrendHere we are experimenting with using TWAP for trend analysis. It appears to work better than VWAP on lower timeframes. TWAP is a tool used by algorithm based traders that allows them to distribute their orders throughout the day without disturbing price or having their positions known to rival traders in the market. It's similar to VWAP and serves the same function, except it lacks the volume aspect. This can be an issue when position entry/exit may be affected by slippage. The main benefit of TWAP is deciding how to distribute orders throughout the chosen timeframe. However, just like the VWAP traders will normally use it as a moving average or target for price action to pull into. There is an option to change the timeframe that TWAP is calculated from. Originally by NeoButane:
Indicatore Pine Script®
di jaggedsoft
18
Non Parametric Adaptive Moving AverageIntroduction Not be confused with non-parametric statistics, i define a "non-parametric" indicator as an indicator who does not have any parameter input. Such indicators can be useful since they don't need to go through parameter optimization. I present here a non parametric adaptive moving average based on exponential averaging using a modified ratio of open-close to high-low range indicator as smoothing variable. The Indicator The ratio of open-close to high-low range is a measurement involving calculating the ratio between the absolute close/open price difference and the range (high - low) , now the relationship between high/low and open/close price has been studied in econometrics for some time but there are no reason that the ohlc range ratio may be an indicator of volatility, however we can make the hypothesis that trending markets contain less indecision than ranging market and that indecision is measured by the high/low movements, this is an idea that i've heard various time. Since the range is always greater than the absolute close/open difference we have a scaled smoothing variable in a range of 0/1, this allow to perform exponential averaging. The ratio of open-close to high-low range is calculated using the vwap of the close/high/low/open price in order to increase the smoothing effect. The vwap tend to smooth more with low time frames than higher ones, since the indicator use vwap for the calculation of its smoothing variable, smoothing may differ depending on the time frame you are in. 1 minute tf 1 hour tf Conclusion Making non parametric indicators is quite efficient, but they wont necessarily outperform classical parametric indicators. I also presented a modified version of the ratio of open-close to high-low range who can provide a smoothing variable for exponential averaging. I hope the indicator can help you in any way. Thanks for reading !
Indicatore Pine Script®
di alexgrover
4
The Great Anchors: Dual AVWAP Powered by RSI The Great Anchors *Dual Anchored Volume Weighted Average Price Powered by RSI* --- 📌 Overview The Great Anchors is a dual AVWAP-based indicator that resets dynamically using RSI extremes — either from the current asset or a master symbol (e.g., BTCUSDT). It identifies meaningful shifts in price structure and momentum using these "anchored" levels. It’s designed to help traders spot trend continuations, momentum inflection points, and entry signals aligned with overbought/oversold conditions — but only when the market confirms through volume-weighted price direction. --- 🛠 Core Logic • AVWAP 1 (favwap): Anchored when RSI reaches overbought levels (top anchor) • AVWAP 2 (savwap): Anchored when RSI reaches oversold levels (bottom anchor) • AVWAPs are recalculated each time a new OB/OS condition is triggered — acting like "fresh anchors" at key market turning points. --- ⚙️ Key Features 🔁 Auto or Manual RSI Thresholds → Automatically determines dynamic RSI OB/OS levels based on past peaks and troughs, or lets you set fixed levels. 🧠 Master Symbol Control → Use the RSI of a separate asset (like BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, SUPRAUSDT) or indices (like TOTAL, TOTAL2, BFR) to control resets — ideal for tracking how BTC/major coins impacts altcoins/others. 🔍 Trend-Filtering Signal Logic → Signals are filtered for less noise and are triggered when: - Both AVWAPs are rising (bullish) or falling (bearish) - Price action confirms the structure 🎯 Visual Markers & Alerts → "💥" for bullish signals and "🔥" for bearish ones. Alerts included for automation or push notifications. --- 🎯 How to Use It 1. Add the indicator to your chart. 2. Choose whether to use RSI from the current symbol or a master symbol (e.g., BTC). 3. Select auto-adjusted or manual OB/OS levels. 4. Watch for: - AVWAP(s) making a significant change (at this point it's one of the AVWAPs resetting) - Check if price flip it upwards or downwards - If price goes above both AVWAPs thats a likely bullish trend - If price can't go above both AVWAPs up and fall bellow both that's a likely bearish trend - Price retesting upper AVWAP and bounce - likely bullish continuation - Price retesting lower AVWAP and dip - likely bearish continuation - Signal icons on chart ("💥 - Bullish" or "🔥- Bearish") Best suited for: • Swing traders • Momentum traders • Traders timing altcoin entries using BTC/Major asset's RSI --- 🔔 Signal Explanation 💥 Bullish Signal = • Both AVWAPs rising • Higher lows in price structure • Bullish candle close • Triggered from overbought RSI reset 🔥 Bearish Signal = • Both AVWAPs falling • Lower highs in price structure • Bearish candle close • Triggered from oversold RSI reset Signals reset by opposite signals to prevent noise or overfitting. --- ⚠️ Tips & Notes • Use AVWAPs as dynamic support/resistance, even without signal triggers • Pair with volume or divergence tools for stronger confirmation --- 🧩 Credits & Philosophy This tool is built with a simple philosophy: "Anchor your trades to meaningful moments in price — not arbitrary time." The dual AVWAP concept helps you see how price reacts after momentum peaks, giving you a cleaner bias and more precise trade setups. ---
Indicatore Pine Script®
di CharmyDexter
Relative Directional Index (RDI)🔍 Overview The Relative Directional Index (RDI) is a hybrid tool that fuses the Average Directional and the Relative Strength Indices (ADX and RSI) into a single, highly visual interface. While the former captures trend strength, the latter reveals momentum shifts and potential exhaustion. Together, they can confirm trend structure, anticipate reversals, and sharpen the timing entries and exits. 📌 Why Combine ADX with RSI? Most indicators focus on either trend-following (like ADX) or momentum detection (like RSI)—but rarely both. Each comes with trade-offs: - ADX alone confirms trend strength but ignores momentum. - RSI alone signals overbought/oversold, but lacks trend context. The RDI resolves this by integrating both, offering: - Smarter filters for trend entries - Early warnings of momentum breakdowns - More confident signal validation 🧠 Design Note: Fibonacci Harmony All default values—5, 13, 21—are Fibonacci numbers. This is intentional, as these values reflect the natural rhythm of market cycles, and promote harmonic calibration between price action and indicator logic. 🔥 Key Features ✅ ADX Histogram - Green bars = trend gaining strength - Red bars = trend weakening - Adjustable transparency for visual tuning ✅ ADX Line (Orange) - Measures trend strength over time - Rising = accelerating trend - Falling = trend may be fading ✅ RSI Line (Lemon Yellow) - Captures momentum surges and slowdowns - Above 50 = bullish control - Below 50 = bearish pressure ✅ Trend Strength Squares - Bright green = strong uptrend - Bright red = strong downtrend - Faded colors = range-bound or indecisive ✅ ADX/RSI Crossover Markers - Yellow square = RSI crosses above ADX → momentum building - Orange square = ADX crosses above RSI → trend still dominant ✅ Customizable Reference Lines - Yellow (50) = strong trend threshold - Red (30) = weak trend zone - Green (70) = overextended, potential exhaustion _______________________________________________________ 🎯 How to Trade with the RDI The RDI helps traders identify momentum-supported trends, catch early reversals, and avoid false signals during consolidation. ✅ Trend Confirmation Entries 🔼 Bullish → Enter long on pullbacks or resistance breakouts - ADX rising above 30 - RSI above 50 - Green trend square visible 🔽 Bearish → Enter short on breakdowns or failed retests - ADX rising - RSI below 50 - Red trend square visible 🧯 Exit if RSI crosses back against trend direction or ADX flattens 🚨 Reversal Setups Using Divergence 📈 Bullish Divergence → Long entry after confirmation (e.g. engulfing bar, volume spike) - Price prints lower low - RSI prints higher low - Green triangle 📉 Bearish Divergence → Short entry on breakdown - Price prints higher high - RSI prints lower high - Red triangle Tip: Stronger if ADX is declining (fading trend strength) 🔂 Breakout Detection via Cross Markers - Yellow square = RSI > ADX → breakout brewing - Orange square = ADX > RSI → trend continuation likely ⏸️ Avoid Choppy Markets - RSI between 45–55 - Faded trend squares - Flat ADX below 20–30 🧠 Pro Tips - Combine RDI with VWAPs, moving averages and/or pitchforks - Watch for alignment between trend and momentum - Use divergence markers as confirmation, not stand-alone triggers _______________________________________________________ ⚠️ Hidden Divergence (Optional) The RDI includes optional hidden divergence detection. These signals suggest trend continuation but are off by default. Use with discretion—best in established trends, not sideways markets. 🙈 Hidden Bullish - Price prints higher low - RSI prints lower low 🙈 Hidden Bearish - Price prints lower high - RSI prints higher high
Indicatore Pine Script®
di TheLeadingIndicator
CPR by NKDCentral Pivot Range (CPR) Trading Strategy: The Central Pivot Range (CPR) is a widely-used tool in technical analysis, helping traders pinpoint potential support and resistance levels in the market. By using the CPR effectively, traders can better gauge market trends and determine favorable entry and exit points. This guide explores how the CPR works, outlines its calculation, and describes how traders can enhance their strategies using an extended 10-line version of CPR. What Really Central Pivot Range (CPR) is? At its core, the CPR consists of three key lines: Pivot Point (PP) – The central line, calculated as the average of the previous day’s high, low, and closing prices. Upper Range (R1) – Positioned above the Pivot Point, acting as a potential ceiling where price may face resistance. Lower Range (S1) – Found below the Pivot Point, serving as a potential floor where price might find support. Advanced traders often expand on the traditional three-line CPR by adding extra levels above and below the pivot, creating up to a 10-line system. This extended CPR allows for a more nuanced understanding of the market and helps identify more detailed trading opportunities. Applying CPR for Trading Success 1. How CPR is Calculation The CPR relies on the previous day's high (H), low (L), and close (C) prices to create its structure: Pivot Point (PP) = (H + L + C) / 3 First Resistance (R1) = (2 * PP) - L First Support (S1) = (2 * PP) - H Additional resistance levels (R2, R3) and support levels (S2, S3) are calculated by adding or subtracting multiples of the previous day’s price range (H - L) from the Pivot Point. 2. Recognizing the Market Trend To effectively trade using CPR, it’s essential to first determine whether the market is trending up (bullish) or down (bearish). In an upward-trending market, traders focus on buying at support levels, while in a downward market, they look to sell near resistance. 3. Finding Ideal Entry Points Traders often look to enter trades when price approaches key levels within the CPR range. Support levels (S1, S2) offer buying opportunities, while resistance levels (R1, R2) provide selling opportunities. These points are considered potential reversal zones, where price may bounce or reverse direction. 4. Managing Risk with Stop-Loss Orders Proper risk management is crucial in any trading strategy. A stop-loss should be set slightly beyond the support level for buy positions and above the resistance level for sell positions, ensuring that losses are contained if the market moves against the trader’s position. 5. Determining Profit Targets Profit targets are typically set based on the distance between entry points and the next support or resistance level. Many traders apply a risk-reward ratio, aiming for larger potential profits compared to the potential losses. However, if the next resistance and support level is far then middle levels are used for targets (i.e. 50% of R1 and R2) 6. Confirmation Through Other Indicators While CPR provides strong support and resistance levels, traders often use additional indicators to confirm potential trade setups. Indicators such as moving averages can help validate the signals provided by the CPR. 7. Monitoring Price Action At CPR Levels Constantly monitoring price movement near CPR levels is essential. If the price fails to break through a resistance level (R1) or holds firm at support (S1), it can offer cues on when to exit or adjust a trade. However, a strong price break past these levels often signals a continued trend. 8. Trading Breakouts with CPR When the price breaks above resistance or below support with strong momentum, it may signal a potential breakout. Traders can capitalize on these movements by entering positions in the direction of the breakout, ideally confirmed by volume or other technical indicators. 9. Adapting to Changing Market Conditions CPR should be used in the context of broader market influences, such as economic reports, news events, or geopolitical shifts. These factors can dramatically affect market direction and how price reacts to CPR levels, making it important to stay informed about external market conditions. 10. Practice and Backtesting for Improvements Like any trading tool, the CPR requires practice. Traders are encouraged to backtest their strategies on historical price data to get a better sense of how CPR works in different market environments. Continuous analysis and practice help improve decision-making and strategy refinement. The Advantages of Using a 10-Line CPR System An extended 10-line CPR system—comprising up to five resistance and five support levels—provides more granular control and insight into market movements. This expanded view helps traders better gauge trends and identify more opportunities for entry and exit. Key benefits include: R2, S2 Levels: These act as secondary resistance or support zones, giving traders additional opportunities to refine their trade entries and exits. R3, S3 Levels: Provide an even wider range for identifying reversals or trend continuations in more volatile markets. Flexibility: The broader range of levels allows traders to adapt to changing market conditions and make more precise decisions based on market momentum. So in Essential: The Central Pivot Range is a valuable tool for traders looking to identify critical price levels in the market. By providing a clear framework for identifying potential support and resistance zones, it helps traders make informed decisions about entering and exiting trades. However, it’s important to combine CPR with sound risk management and additional confirmation through other technical indicators for the best results. Although no trading tool guarantees success, the CPR, when used effectively and combined with practice, can significantly enhance a trader’s ability to navigate market fluctuations.
Indicatore Pine Script®
di nikhilkdwivedi
9
Auto-Anchored MA with Deviation BandsAuto-Anchored MA with Deviation Bands ✨ Features 📈 Auto-Anchored MA: Calculates moving averages (EMA, SMA, EWMA, WMA, VWAP, TEMA) anchored to user-defined periods (Hour, Day, Week, etc.).📏 Deviation Bands: Plots upper/lower bands using Percentage or Standard Deviation modes for volatility analysis.⚙️ Customizable Timeframes: Choose anchor periods from Hour to Year for flexible trend analysis.🎨 Visuals: Displays MA and bands with gradient fills, customizable colors, and adjustable display bars.⏱️ Countdown Table: Shows bars since the last anchor for easy tracking.🛠️ Smoothing: Applies smoothing to bands for cleaner visuals. 🛠️ How to Use Add to Chart: Apply the indicator on TradingView. Configure Inputs: Anchor Settings: Select anchor period (e.g., Day, Week). MA Settings: Choose MA type (e.g., VWAP, TEMA). Deviation Settings: Set deviation mode (Percentage/Std Dev) and multipliers. Display Settings: Adjust bars to display, colors, and gradient fill. Analyze: View MA, deviation bands, and countdown table on the chart. Track Trends: Use bands as dynamic support/resistance and monitor anchor resets. 🎯 Why Use It? Dynamic Analysis: Auto-anchors MA to key timeframes for adaptive trend tracking. Volatility Insight: Deviation bands highlight potential breakouts or reversals. Customizable: Tailor MA type, timeframe, and visuals to your trading style. User-Friendly: Clear visuals and countdown table simplify analysis. 📝 Notes Ensure sufficient bars for accurate MA and deviation calculations. Gradient fill enhances readability but can be disabled for simplicity. Best used with complementary indicators like RSI or Bollinger Bands for robust strategies. Happy trading! 🚀📈
Indicatore Pine Script®
di AlchimistOfCrypto
50% of Previous 1H Candle (Color Logic)📌 Script Title: 50% Midpoint of Previous 1H Candle (Color Coded) 📝 Description: This indicator draws a horizontal line at the 50% (midpoint) of the most recently closed 1-hour candle, helping traders visualize intraday support/resistance and sentiment bias. 🔹 Key Features: Plots the midpoint of the last 1H candle as a horizontal line. Color-coded line and label: 🟢 Green: Previous candle was bullish 🔴 Red: Previous candle was bearish ⚪ Gray: Neutral (doji or equal open/close) Displays the exact price level with a floating label. Works on any lower timeframe chart (e.g., 5m, 15m, 30m). Automatically updates every hour after the 1H candle closes. 📈 Use Cases: Trade around the 1H midpoint as a dynamic pivot zone. Confirm or fade price breakouts/rejections at this level. Use it with trendlines, supply/demand zones, or VWAP. 🔍 Technical Notes: The midpoint is calculated using: Midpoint = (High + Low) / 2 from the most recent closed 1H candle. Color logic is based on whether the 1H candle closed above or below its open. 🚀 Enhancement Ideas (future updates): Add optional alerts on cross of the midpoint. Show multiple historical midpoint levels. Input toggle to enable/disable color coding. Whether you’re scalping intraday or watching for reaction zones, this tool gives you a clean, real-time level to anchor your trades around. Happy trading! 💹 — Built with ❤️ in Pine Script v6
Indicatore Pine Script®
di ToyinTrader
Trend with ADX, multiple EMAs - Buy & Sell📊 Core Components ADX Calculation Computes DI+ and DI– manually using smoothed true range and directional movement. Plots background color: Green when DI+ > DI– Red when DI– > DI+ Alerts: “ADX Trend Green” or “ADX Trend Red.” Moving Averages Fast EMA (5) Slow EMA (8) EMA 13 EMA 48 EMA 200 All plotted on the chart with different colors. VWAP Plotted as black circles. 📈 Signals & Conditions Fast EMA vs Slow EMA Buy Signal: 5 EMA crosses above 8 EMA. Sell Signal: 5 EMA crosses below 8 EMA. Avoids repeat signals using CondIni. Labels: “Buy” (green) / “Sell” (red). Alerts: “Buy Alert” / “Sell Alert.” Trend Signals (EMA 13 vs EMA 48) TBuy: 13 EMA crosses above 48 EMA. TSell: 13 EMA crosses below 48 EMA. Labels: “TBuy” (dark green) / “TSell” (dark red). Alerts: “TBuy Alert” / “TSell Alert.” 🛠️ Overall Purpose This script combines trend strength (ADX) with short-term EMA crossovers and medium-term EMA trend shifts (13 vs 48). It provides visual signals, background trend coloring, VWAP reference, and alert triggers for both scalping (5 vs 8 EMA) and trend trading (13 vs 48 EMA).
Indicatore Pine Script®
di RMPM
Premarket Breakout Painter (08:00-09:29 ET) — First Break Only**Pre-Market Breakout Indicator** This indicator is designed to help traders identify and trade **pre-market breakout levels**. It automatically marks the pre-market high and low range, then extends those levels into the regular session so you can see when price breaks above or below them. --- ## 🔑 **How It Works** 1. **Pre-Market Range** * During extended hours (before the 09:30 ET open), the indicator tracks the **highest high** and **lowest low**. * These levels form the **pre-market range**. 2. **Breakout Levels** * At the market open, the pre-market high and low are plotted as horizontal lines. * When price breaks above the pre-market high → potential **bullish breakout**. * When price breaks below the pre-market low → potential **bearish breakout**. 3. **Optional Midline / VWAP** --- 🎨 **Visuals** * **Horizontal lines** marking pre-market high and low. * Lines extend into the regular session for easy tracking. * Colors can be customized for bullish/bearish clarity. --- ⚙️ **Inputs** * **Session Times** (default: 04:00–09:30 ET for U.S. equities). * **Show/Hide Midline** (optional). * **Line Styles & Colors**. * **Alerts** (optional, e.g., alert when price crosses pre-market high or low). --- 🚨 **Practical Use** * Look for **high volume breakouts** through pre-market high/low after the bell. * Use levels as **support/resistance** for pullback entries. * Combine with EMA trend filters, VWAP, or market internals for confirmation. --- ✅ This indicator doesn’t give buy/sell signals on its own — it’s a **visual framework** to highlight where the market may make its first decisive move of the day.
Indicatore Pine Script®
di howie42gale
Swing Z | Zillennial Technologies Inc.Swing Z by Zillennial Technologies Inc. is an advanced algorithmic framework built specifically for cryptocurrency markets. It integrates multiple layers of technical analysis into a single decision-support tool, generating buy and sell signals only when several independent confirmations align. Core Concept Swing Z fuses trend structure, momentum oscillators, volatility signals, and price action tools to capture high-probability trading opportunities in volatile crypto environments. Trend Structure (EMA 9, 21, 50, 200) Short-term EMAs (9 & 21) detect immediate momentum shifts. Longer-term EMAs (50 & 200) define the broader trend and dynamic support/resistance. Momentum & Confirmation Layer RSI measures relative strength and market conditions. MACD crossovers confirm momentum shifts and trend continuations. Volatility & Market Pressure TTM Squeeze highlights compression zones likely to precede breakouts. Volume analysis confirms conviction behind directional moves. VWAP (Volume Weighted Average Price) establishes intraday value zones and institutional benchmarks. Price Action Filters Fibonacci retracements are integrated to identify key reversal and continuation levels. Signals are produced only when multiple conditions agree, reducing noise and improving reliability in fast-moving crypto markets. Features Tailored for cryptocurrency trading across major pairs (BTC, ETH, and altcoins). Works effectively on swing and trend-based timeframes (1H–1D). Combines trend, momentum, volatility, and price action into a single framework. Generates clear Buy/Sell markers and integrates with TradingView alerts. How to Use Apply to a clean chart for the clearest visualization. Use Swing Z as a swing trading tool, aligning entries with both trend structure and momentum confirmation. Combine with your own stop-loss, take-profit, and position sizing rules. Avoid application on non-standard chart types such as Renko, Heikin Ashi, or Point & Figure, which may distort results. Disclaimer Swing Z is designed as a decision-support tool, not financial advice. All backtesting should use realistic risk, commission, and slippage assumptions. Past results do not guarantee future performance. Signals do not repaint but may adjust as new data develops in real-time. Why Swing Z is original & useful: Swing Z unifies EMA trend structure, RSI, MACD, TTM Squeeze, VWAP, Fibonacci retracements, and volume analysis into a single algorithmic framework. This multi-confirmation approach improves accuracy by requiring consensus across trend, momentum, volatility, and price action — a design made specifically for the challenges and volatility of cryptocurrency markets.
Indicatore Pine Script®
di ericc2c45
Swing Z – Crypto Trading Algorithm | Zillennial Technologies IncSwing Z by Zillennial Technologies Inc. is an advanced algorithmic framework built specifically for cryptocurrency markets. It integrates multiple layers of technical analysis into a single decision-support tool, generating buy and sell signals only when several independent confirmations align. Core Concept Swing Z fuses trend structure, momentum oscillators, volatility signals, and price action tools to capture high-probability trading opportunities in volatile crypto environments. Trend Structure (EMA 9, 21, 50, 200) Short-term EMAs (9 & 21) detect immediate momentum shifts. Longer-term EMAs (50 & 200) define the broader trend and dynamic support/resistance. Momentum & Confirmation Layer RSI measures relative strength and market conditions. MACD crossovers confirm momentum shifts and trend continuations. Volatility & Market Pressure TTM Squeeze highlights compression zones likely to precede breakouts. Volume analysis confirms conviction behind directional moves. VWAP (Volume Weighted Average Price) establishes intraday value zones and institutional benchmarks. Price Action Filters Fibonacci retracements are integrated to identify key reversal and continuation levels. Signals are produced only when multiple conditions agree, reducing noise and improving reliability in fast-moving crypto markets. Features Tailored for cryptocurrency trading across major pairs (BTC, ETH, and altcoins). Works effectively on swing and trend-based timeframes (1H–1D). Combines trend, momentum, volatility, and price action into a single framework. Generates clear Buy/Sell markers and integrates with TradingView alerts. How to Use Apply to a clean chart for the clearest visualization. Use Swing Z as a swing trading tool, aligning entries with both trend structure and momentum confirmation. Combine with your own stop-loss, take-profit, and position sizing rules. Avoid application on non-standard chart types such as Renko, Heikin Ashi, or Point & Figure, which may distort results. Disclaimer Swing Z is designed as a decision-support tool, not financial advice. All backtesting should use realistic risk, commission, and slippage assumptions. Past results do not guarantee future performance. Signals do not repaint but may adjust as new data develops in real-time. Why Swing Z is original & useful: Swing Z unifies EMA trend structure, RSI, MACD, TTM Squeeze, VWAP, Fibonacci retracements, and volume analysis into a single algorithmic framework. This multi-confirmation approach improves accuracy by requiring consensus across trend, momentum, volatility, and price action — a design made specifically for the challenges and volatility of cryptocurrency markets.
Indicatore Pine Script®
di ericc2c45
Intraday Scalping Trading System with AlertsThis is a unique script in the way it signals and alert on Volume Imbalances and VWAP based out on ATR. Many professional traders consider Volume Imbalance as a great indicator to identify stock movement. I didn't find any indicator or all these option together so created one for us. 1. Fully controllable with toggle buttons. 2. Choose you best Trading directional signals with filters as per your sentiments - 2. EMA crossings - EMA crossings + VWAP confirmation - EMA crossings + SuperTrend Confirmation 3. Highest and Lowest volumes visually appeared 4. OHLCs Daily, Weekly and Monthly line options 5. First Candle Range - you can choose First candle range and it's time frame (default IST 9:15 but you can customize in pinescript as per your preferred Time Zone or just hide with toggle button.
Indicatore Pine Script®
di AdarshSrivastava
1
SCTI-D1SCTI-D1 Indicator Introduction / 指标简介 The SCTI-D1 (Smart Composite Trading Indicator - Daily) is a comprehensive, multi-feature trading tool designed for serious traders who demand depth, flexibility, and clarity in their market analysis. This indicator combines several powerful concepts into one seamless workflow, including: Multiple EMA Systems with customizable lengths and visibility PMA (Projected Moving Average) with fill options between lines VWAP with configurable anchors and deviation bands Divergence Detection for MACD and Histogram Volume Profile with node detection (peaks, troughs, highs, lows) Smart Money Concepts including order blocks, fair value gaps, equal highs/lows, and market structure shifts Whether you trade stocks, forex, or cryptocurrencies, the SCTI-D1 helps you identify key levels, track institutional activity, and spot high-probability reversal signals—all in one clean, customizable interface. SCTI-D1 指标简介 SCTI-D1（智能综合交易指标 - 日线版）是一款功能全面的交易工具，专为需要深度、灵活性和清晰市场分析的专业交易者设计。该指标将多种强大概念融合在一个流畅的工作流程中，包括： 多组EMA系统，可自定义长度和显示 PMA（投影移动平均线），支持均线间填充色 VWAP，可配置锚定周期和偏差带 背离检测，支持MACD和柱状图 成交量分布，支持节点检测（峰值、谷值、最高、最低） 聪明钱概念，包括订单块、公允价值缺口、等高/等低和市场结构转换 无论您交易股票、外汇还是加密货币，SCTI-D1 都能帮助您识别关键水平、跟踪机构资金动向并发现高概率反转信号——所有功能均集成在一个清晰可定制的界面中。
Indicatore Pine Script®
di Erens_Freedom
Supercharged Scalping Indicator v1 No repaintSupercharged Scalping Indicator with: ✅ Buy/Sell arrows (no repaint). ✅ EMA50, EMA200, VWAP, ATR bands plotted for context. ✅ Momentum + volume confirmation. ✅ Color-coded background when confluence is strong. ⚡ How It Works Trend filter: EMA50 vs EMA200 decides bullish/bearish bias. VWAP + ATR bands: Confirms pullback zones for scalping entries. Momentum: RSI > 50 & MACD > 0 for longs, RSI < 50 & MACD < 0 for shorts. Volume: Only fire signals when above average volume → avoids dead zones. Candle confirmation: Requires strong-bodied candle (no tiny indecision bars). Non-repaint: All signals confirmed on bar close.
Indicatore Pine Script®
di Shady_Trader_
X OR AVWAPX OR AVWAP is a multi-layered market mapping tool designed to combine Opening Range analysis, Anchored VWAP (AVWAP) positioning, and SMA markers into a unified visual framework. Opening Range (OR) Mapping The indicator supports two independent Opening Ranges, allowing traders to define both a primary range and a micro range for finer analysis. This is particularly effective when viewing lower timeframes, where a smaller OR inside the larger OR reveals intraday microstructure. OR #1 and OR #2 each have configurable session times, colors, and optional midpoint lines. Historical OR boxes can be shown or hidden, with the ability to extend levels forward in time. Optional Fibonacci-based expansion levels (0.5x, 1x, 1.5x, 2x, 3x OR) are available for projecting breakout targets and retracement zones. Traders can toggle high/low lines, midpoints, and labels independently for cleaner chart presentation. Anchored VWAP (AVWAP) Layers To track institutional capital flow and session bias, the indicator offers three separate AVWAP anchors, each independently controlled: Can be anchored to custom events, sessions, or manual reference points. Enables granular capital flow mapping down to 4-hour increments, helping traders align intraday trades with broader directional bias. Each AVWAP can be toggled on/off to avoid clutter and isolate the most relevant flow line for the current setup. SMA Markers For additional context, simple moving average markers can be displayed alongside OR and AVWAP structure, helping gauge trend direction and mean-reversion potential. Use Case This tool is built for traders who want to combine structure, flow, and trend in a single view. On lower timeframes, the dual OR feature allows for a “range-within-a-range” perspective, revealing short-term liquidity pockets inside the day’s primary auction boundaries. The multi-anchor AVWAPs track how price interacts with session-based weighted averages, highlighting points where institutional bias may shift. When combined with SMA markers, the trader gains a comprehensive map for scalping, intraday swing trading, and capital flow tracking.
Indicatore Pine Script®
di KinetiCapital