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All Candlestick Patterns on Backtest [By MUQWISHI]▋ INTRODUCTION : The “All Candlestick Patterns on Backtest” indicator generates a table that offers a clear visualization of the historical return percentages for each candlestick pattern strategy over a specified time period. This table serves as an organized resource, serving as a launching point for in-depth research into candle formations. It may help to rectify any misconceptions surrounding candlestick patterns, refine trading approaches, and it could be foundation to make informed decisions in trading journey. _______________________ ▋ OVERVIEW: _______________________ ▋ CREDIT: Credit to public technical “*All Candlestick Patterns*” indicator. _______________________ ▋ TABLE: _______________________ ▋ CHART: _______________________ ▋ INDICATOR SETTINGS: #Section One: Table Setting #Section Two: Backtest Setting (1) Backtest Starting Period.  Note: If the datetime of the first candle on the chart is after the entreated datetime, the calculation will start from the first candle on the chart. (2) Initial Equity ($). (3) Leverage: Current Equity x Leverage Value. (4) Entry Mode:  - “At Close”: Execute entry order as soon as the candle confirmed.  - “Breakout High (Low for Short)”: Stop limit buy order, entry order will be executed as soon as the next candle breakout the high of last pattern’s candle (low for short) (5) Cancel Entry Within Bars: This option is applicable with {Entry Mode = Breakout High (Low for Short)}, to cancel the Entry Order if it's not executed within certain selected number of bars. (6) Stoploss Range: the range refers to high of pattern - low of pattern. (7) Risk:Reward: the calculation of risk:reward range start from entry price level. For example: A pattern triggered with range 10 points, and entry price is 100.  - For 1:1~risk:reward would the stoploss at 90 and takeprofit at 110.  - For 1:3~risk:reward would the stoploss at 90 and takeprofit at 130. #Section Three: Technical & Candle Patterns _______________________ ▋ Comments: This table was developed for research and educational purposes. Candlestick patterns are almost similar as seen in “*All Candlestick Patterns*” indicator. The table results should not be taken as a major concept to build a trading decision. Personally, I see candlestick patterns as a means to comprehend the psychology of the market, and help to follow the price action. Please let me know if you have any questions. Thank you.
Indicatore Pine Script®
di MUQWISHI
29
Correlation Coefficient TableThis is a sample PineSript code implementation using Correlation Coefficient. It uses the ta.correlation library of Pinescript and calculates the correlation based on user input length. The results are then plotted on a table. The corr value displays the actual correlation coefficient value while the Corr Status displays the interpretation of the correlation coefficient values. The script takes the following input Source Symbol - This is the base symbol which will be used in calculating correlation coefficient. In my case, since i am looking more often on crypto. I defaulted it to BTCUSDT Symbol 1 - Symbol 5 - These are the coins that will be compared to our base symbol for correlation. Source - You can select on which price source you want to be calculated. By default this is set to candle close price. Length - The number of price bar to look back and retrieve correlation coefficient. Set to 20 bars by default. Table Settings - Since the correlation coefficient are displayed on a table. An option to customize the table settings are presented. The Correlation Status column was based on this Interpretation: For more information, read this article www.tradingview.com
Indicatore Pine Script®
di chill05
1
Forex Dogs Moving Averages with Distance TableThis is an indicator based on the book【Forex】ForexDog’s Vacuum Zone Trading 2021: Trading Strategy to “not lose” based on Experience and Logic written by Forex Dog (yes, this is his author name on Amazon; he is a trader popular mostly in Japan). It consists of simple moving averages which should somewhat correspond to the higher timeframes moving averages. The original was traded on a 15m chart and the periods are as follows: 5, 20, 40, 50, 80, 100, 200, 400, 640, 1600, 1920, 3200. Then, there is a big table with a distances overview. This should give you an idea of how far each average is in ticks. The minus in front of the ticks_total signifies direction. I expect some feedback on this because I don't think the user convenience is very with tables being so bright. My goal is to create a system that limits the number of "noodles" on the chart but still carries the information via the tables on the side. Moving Average Length is not adjustable by design. The book says to use these quite explicitly, although the logic would work just fine with some other levels, it would not be the original strategy. Good luck!
Indicatore Pine Script®
di OrcChieftain
3
Indicator : Financial Table■ What is Financial Table? Financial table is the table shows the finanacial data over period of time (Quartery : FQ, Annually : FY). These incluse 3 tables, 1) Income Statement (Revenue, Net Profit (or Net Income) and EPS) . 2) Balance Sheet (Current Asset, Total Asset, Liabilites and Share Holder's Equity). 3) Cash Flow ( Cash Flow from Operating Activities, Investment, Financing and Free Cash Flow) This data will allow us to get understanding of the status of a company financial status over time. ■ How to make it? 1) Get Financial Data 2) Decare array 3) Store the array if conditions are met. 4) Generate table ■ How to use? 1) You can select the report period : FQ (Quarterly) or FY (Annually). 2) You can also select the data to plot (Revenue, Net Profit and EPS). 3) Select how many quarter or year you want to get (It is available from 2014 only). 4) Customize text size and position of the table as you wish. I'm new and appriciate your suggestion.
Indicatore Pine Script®
di morzor61
4
DDDDD: ATR & ADR Table + Suggested Time-based Exit📈 DDDDD: ATR & ADR Table + Suggested Time-based Exit This indicator provides a simple yet powerful table displaying key volatility metrics for any timeframe you apply it to. It is designed for traders who want to assess the volatility of an asset, estimate the average time required for a potential move, and define a time-based exit strategy. 🔍 Features: Displays ATR (Average True Range) for the selected length Shows Average Range (High-Low) and Maximum Range over a configurable number of bars Calculates Avg Bars/Move → average number of bars needed to achieve the maximum range Calculates Recommended Exit Bars → suggested maximum holding period (in bars) before considering an exit if price hasn’t moved as expected All values dynamically adjust based on the chart’s current timeframe Outputs values directly in a table overlay on your main chart for quick reference 📝 How to interpret the table: Field Meaning ATR (14) Average True Range over the last 14 bars (volatility indicator) Avg Range (20) Average High-Low range over the last 20 bars Max Range Maximum High-Low range observed in the last 20 bars Avg Bars/Move Average number of bars it takes to achieve a Max Range move Rec. Exit Bars Suggested max holding period (bars) → consider exit if move hasn’t occurred ✅ How to use: Apply this indicator to any chart (works on minutes, hourly, daily, weekly…) It will automatically calculate based on the chart’s current timeframe Use ATR & Avg Range to gauge volatility Use Avg Bars/Move to estimate how long the market usually takes to achieve a big move Use Rec. Exit Bars as a soft stop — if price hasn’t moved by this time, consider exiting due to declining probability of a breakout ⚠️ Notes: All values are relative to your current chart timeframe. For example: → On a daily chart, ATR represents daily volatility → On a 1H chart, ATR represents hourly volatility “Bars” refers to the bars of the current timeframe. Always interpret time accordingly. Perfect for traders who want to: Time their trades based on average volatility Avoid overholding losing positions Set time-based exit rules to complement price-based stoplosses
Indicatore Pine Script®
di hello9dean
Multi Scanner Plot & Table V1Here's how to interpret each column in the table: Price vs MAs: What it shows: Where the current price is relative to the short-term (e.g., 20-period) and long-term (e.g., 50-period) Simple Moving Averages (SMAs) calculated on your current chart's timeframe. Interpretation: Above Both (Green background): Price is above both the short and long MAs. Generally considered a bullish sign for the current trend. Below Both (Red background): Price is below both MAs. Generally considered a bearish sign. Mixed (Gray background): Price is between the two MAs (e.g., above the short but below the long, or vice-versa). Indicates indecision or a potential trend change. RSI Value: What it shows: The actual numerical value of the Relative Strength Index (RSI) calculated on your current chart's timeframe. Interpretation: Just the raw RSI number (e.g., 65.32). The background is always gray. You compare this value to standard overbought/oversold levels (like 70/30) or the levels defined in the script's inputs. RSI Status: What it shows: Interprets the RSI Value based on the Overbought/Oversold levels set in the script's inputs (default 70/30). Calculated on your current chart's timeframe. Interpretation: Overbought (Red background): RSI is above the overbought level (e.g., > 70). Suggests the asset might be due for a pullback or reversal downwards. Red indicates a potentially bearish condition. Oversold (Green background): RSI is below the oversold level (e.g., < 30). Suggests the asset might be due for a bounce or reversal upwards. Green indicates a potentially bullish condition. Neutral (Gray background): RSI is between the oversold and overbought levels. Last Sig Price: What it shows: The price level where the last "SIG NOW" Buy or Sell signal occurred on your current chart's timeframe. Interpretation: Helps you see the entry price of the most recent short-term signal generated by this script. The background color matches the signal type: Green for the last Buy signal, Red for the last Sell signal. N/A if no signal has occurred yet. SIG NOW: What it shows: This is the main short-term signal generated by the script based on conditions on your current chart's timeframe. It combines the "Price vs MAs" status and specific RSI conditions (price must be above/below both MAs and RSI must be within a certain range defined in the inputs). Interpretation: BUY (Green background): The specific buy conditions are met right now. (Price above both MAs AND RSI is strong but not necessarily overbought). SELL (Red background): The specific sell conditions are met right now. (Price below both MAs AND RSI is weak but not necessarily oversold). NEUTRAL (Gray background): Neither the Buy nor the Sell conditions are currently met. ALERT: What it shows: Flags unusual volume activity on the current bar compared to the recent average volume (calculated on your current chart's timeframe). Interpretation: SPIKE (Yellow background, black text): Current volume is significantly higher than the recent average (defined by the Volume Spike Multiplier). Can indicate strong interest or a potential climax. DUMP (Purple background): Current volume is significantly lower than the recent average (defined by the Volume Dump Multiplier). Can indicate fading interest. NONE (Gray background): Volume is within the normal range for the lookback period. SD$: What it shows: The price level where the last Volume Spike or Dump occurred on your current chart's timeframe. Interpretation: Shows the price associated with the most recent significant volume event. The background color indicates the type of the last event: Green if the last event was a Spike, Red if the last event was a Dump. N/A if no Spike/Dump has occurred yet. BB Value (%B): What it shows: This relates to Bollinger Bands, but specifically calculated on a Higher Timeframe (HTF) that you can set in the inputs (e.g., Daily BBs while viewing an Hourly chart). It shows the Bollinger Band Percent B (%B) value for that HTF. %B measures where the HTF closing price is relative to the HTF upper and lower bands. Interpretation: Value > 1: HTF price closed above the HTF upper Bollinger Band. Value < 0: HTF price closed below the HTF lower Bollinger Band. Value between 0 and 1: HTF price closed within the HTF Bollinger Bands (e.g., 0.5 is exactly on the middle band). The background is always gray. LTS (Long Term Signal): What it shows: A signal derived only from the Higher Timeframe (HTF) Bollinger Bands. Interpretation: BUY (Green background): The HTF price closed above the HTF upper Bollinger Band (see BB Value > 1). Considered a strong bullish signal from the higher timeframe perspective. SELL (Red background): The HTF price closed below the HTF lower Bollinger Band (see BB Value < 0). Considered a strong bearish signal from the higher timeframe perspective. NEUTRAL (Gray background): The HTF price closed within the HTF Bollinger Bands. How to Understand Bollinger Bands and Signals in this Context: Bollinger Bands are primarily used for the Long Term Signal (LTS) column. This script calculates BBs on a higher timeframe (you choose which one, or it defaults to the chart's timeframe if left blank). The "LTS" signal triggers: A BUY when the price on that higher timeframe closes above its upper Bollinger Band. This often indicates strong momentum or a potential breakout. A SELL when the price on that higher timeframe closes below its lower Bollinger Band. This often indicates strong negative momentum or a potential breakdown. The "BB Value" column gives you the raw %B number from that same higher timeframe, showing you exactly where the price is relative to the bands (is it just barely above/below, or way outside?). The script does not directly use Bollinger Bands from the current chart timeframe for the "SIG NOW" or other table signals. The main short-term signals ("SIG NOW") rely on Moving Averages and RSI on the current timeframe. The LTS provides a longer-term perspective using HTF Bollinger Bands. In summary: Look at the table to quickly gauge: Short-term trend (Price vs MAs). Short-term momentum (RSI Status, SIG NOW). Recent short-term entry points (Last Sig Price). Current volume anomalies (ALERT). Long-term strength/weakness based on HTF Bollinger Bands (LTS, BB Value). Combine these pieces of information to get a more rounded view of the current market conditions according to this specific script's logic.
Indicatore Pine Script®
di ChalkBoardAnalytics
1
ACCURATE TREND LEVELS - TABLE PSv6.1Accurate Trend Level Indicator Description: The "Accurate Trend Level" indicator is a powerful tool designed to identify market trends and potential reversals with precision. Built on the concept (foundation) of Swing Highs and Swing Lows, this indicator easily detects uptrends and downtrends, providing traders with clear signals for trend continuation or reversal. Whether you are a swing trader or a trend follower, this indicator offers customization options to suit your trading style. Key Features: Trend Identification: Accurately identifies uptrends and downtrends based on Swing High and Swing Low points. This indicator provides signals for Up after Down and Down after Up. Percentage Adjustment: Includes a customizable percentage factor that reduces false signals and helps identify accurate and strong trends. Trend Table: Displays essential data in a table, such as: Last and running Trend Position (Uptrend/Downtrend) Date and Time of the last and running trend change Reversal Level (price level for the next potential trend change) Max. Run-up feature is also provided, which shows how much the market has moved according to the trend. How It Works: The indicator analyzes price action using Swing Highs and Lows to determine the current trend direction. A user-defined percentage threshold filters out minor fluctuations, ensuring only significant trends are highlighted. The table provides a quick snapshot of the latest trend data, while reversal levels help traders anticipate the next move.
Indicatore Pine Script®
di niftychintamani
1
Bias TableOverview The Bias Table Indicator is a multi-timeframe analysis tool designed to provide a quick sentiment overview across multiple timeframes. It combines signals from Moving Averages (MAs) and Oscillators to determine market bias, helping traders make more informed decisions. Key Features ✔ Multi-Timeframe Analysis (MTF) – Displays market bias across up to five timeframes. ✔ Customizable Signals – Choose whether bias is based on Moving Averages (MAs), Oscillators, or a combination of both. ✔ Visual Table Format – The indicator presents the bias as a color-coded table in the bottom-right corner of the chart for quick reference. ✔ Adjustable Colors & Display Settings – Users can customize colors for different sentiment states (Strong Buy, Buy, Neutral, Sell, Strong Sell). How It Works Bias Calculation: The indicator evaluates market conditions using preset values (which can be replaced with actual logic) to determine sentiment for each timeframe. Multi-Timeframe Support: The table can display bias from hourly to monthly timeframes, giving traders a broader view of market conditions. Customizable Signals: Users can filter the table to show bias based only on MAs, Oscillators, or a combination of both. Interpreting the Table 📊 Timeframes: The leftmost column shows selected timeframes (e.g., 1H, 4H, 1D, 1W, 1M). 📈 Signal Columns: MAs – Bias based on Moving Averages. Oscillators – Bias based on momentum indicators like RSI, Stochastics, etc. All – A combined bias based on both MAs & Oscillators. 🚦 Color-Coded Ratings: 🔵 Strong Buy – High bullish strength. 🔹 Buy – Moderate bullish sentiment. ⚪ Neutral – No clear trend. 🔸 Sell – Moderate bearish sentiment. 🔴 Strong Sell – High bearish strength. Best Used For: 📈 Trend Confirmation: Validate signals from your primary strategy. ⏳ Multi-Timeframe Analysis: See whether short-term and long-term trends align. ⚡ Quick Sentiment Check: Get a high-level view of market conditions without analyzing multiple indicators separately. Customization Options: Select which timeframes to include in the table. Choose whether to base bias on MAs, Oscillators, or both. Adjust colors for each signal type.
Indicatore Pine Script®
di PIXEL_BLADE
1
Multiple Values TableThis Pine Script indicator, named "Multiple Values Table," provides a comprehensive view of various technical indicators in a tabular format directly on your trading chart. It allows traders to quickly assess multiple metrics without switching between different charts or panels. Key Features: Table Position and Size: Users can choose the position of the table on the chart (e.g., top left, top right). The size of the table can be adjusted (e.g., tiny, small, normal, large). Moving Averages: Calculates the 5-day Exponential Moving Average (5DEMA) using daily data. Calculates the 5-week and 20-week EMAs (5WEMA and 20WEMA) using weekly data. Indicates whether the current price is above or below these moving averages in percentage terms. Drawdown and Williams VIX Fix: Computes the drawdown from the 365-day high to the current close. Calculates the Williams VIX Fix (WVF), which measures the volatility of the asset. Shows both the current WVF and a 2% drawdown level. Relative Strength Index (RSI): Displays the current RSI and compares it to the RSI from 14 days ago. Indicates whether the RSI is increasing, decreasing, or flat. Stochastic RSI: Computes the Stochastic RSI and compares it to the value from 14 days ago. Indicates whether the Stochastic RSI is increasing, decreasing, or flat. Normalized MACD (NMACD): Calculates the Normalized MACD values. Indicates whether the MACD is increasing, decreasing, or flat. Awesome Oscillator (AO): Calculates the AO on a daily timeframe. Indicates whether the AO is increasing, decreasing, or flat. Volume Analysis: Displays the average volume over the last 22 days. Shows the current day's volume as a percentage of the average volume. Percentile Calculations: Calculates the current percentile rank of the WVF and ATH over specified periods. Indicates the percentile rank of the current volume percentage over the past period. Table Display: All these values are presented in a neatly formatted table. The table updates dynamically with the latest data. Example Use Cases: Comprehensive Market Analysis: Quickly assess multiple indicators at a glance. Trend and Momentum Analysis: Identify trends and momentum changes based on various moving averages and oscillators. Volatility and Drawdown Monitoring: Track volatility and drawdown levels to manage risk effectively. This script offers a powerful tool for traders who want to have a holistic view of various technical indicators in one place. It provides flexibility in customization and a user-friendly interface to enhance your trading experience.
Indicatore Pine Script®
di OnlyMajorMoves
Multi-Indicator Signal with TableThis indicator is a versatile multi-indicator tool designed for traders who want to combine signals from various popular indicators into a single framework. It not only visualizes buy and sell signals but also provides a clear, easy-to-read table that summarizes the included indicators and their respective signal colors. Key Features: RSI (Relative Strength Index): Buy Signal: RSI falls below the oversold level (default: 30). Sell Signal: RSI rises above the overbought level (default: 70). Signal Color: Green. MACD (Moving Average Convergence Divergence): Buy Signal: MACD line crosses above the signal line. Sell Signal: MACD line crosses below the signal line. Signal Color: Blue. MA Crossover (Moving Average Crossover): Buy Signal: Short EMA (default: 7) crosses above Long SMA (default: 14). Sell Signal: Short EMA crosses below Long SMA. Signal Color: Purple. Stochastic Oscillator: Buy Signal: Stochastic %K falls below 20 and crosses above %D. Sell Signal: Stochastic %K rises above 80 and crosses below %D. Signal Color: Yellow. TSI (True Strength Index): Buy Signal: TSI crosses above the zero line. Sell Signal: TSI crosses below the zero line. Signal Color: Red. Dynamic Signal Table: A clean, compact table displayed at the top-right corner of the chart, summarizing the indicators and their respective signal colors for quick reference. Customization: All indicator parameters are fully adjustable, allowing users to fine-tune settings to match their trading strategy. Signal colors and table design ensure a visually intuitive experience. Usage: This tool is ideal for traders who prefer a multi-indicator approach for generating buy/sell signals. The combination of different indicators helps to filter out noise and increase the accuracy of trade setups. Notes: Signals appear only after the confirmation of the current bar to avoid false triggers. This indicator is designed for educational purposes and should be used in conjunction with proper risk management strategies.
Indicatore Pine Script®
di PipsPilot
1% Range Bars with Sequence TableOverall Logic : The script is designed to help traders visualize and analyze price movements on the chart, where each 1% movement is highlighted with a corresponding symbol. Additionally, the table helps track and analyze the number and length of consecutive price movements in one direction, which can be useful for identifying trends and understanding market dynamics. This script can be particularly useful for traders looking for recurring patterns in price movements and wanting to quickly identify significant changes on the chart. Main elements of the script : Price Percentage Change: The script tracks the price movement by 1% from the last significant value (the value at which the last 1% change was recorded). If the price rises by 1% or more, a green circle is displayed above the bar. If the price drops by 1% or more, a red circle is displayed below the bar. Sequence Counting: The script counts the number of consecutive 1% moves upwards (green circles) and downwards (red circles). Separate counters are maintained for upward and downward movements, increasing each time the respective movement occurs. If an opposite movement interrupts the sequence, the counter for the opposite direction is reset. Sequence Table: A table displayed on the chart shows the number of sequences of 1% movements in one direction for lengths from 1 to 15 bars. The table is updated in real-time and shows how many times sequences of a certain length occurred on the chart, where the price moved by 1% in one direction.
Indicatore Pine Script®
di young-but-old-12_06_1936
1
Choose Symbol, Mode with Hull,Stochatic Mom,EMA,MACD,RSI,TableThis Pine Script code is a comprehensive indicator for the TradingView platform, offering a variety of technical analysis tools. Below is an English introduction to its features and purposes: Introduction: This indicator is designed for traders on TradingView and provides a multi-functional analysis toolset. It includes different charting modes (Heikin-Ashi, Linear, and Normal), a Hull Moving Average (Hull), Stochastic Momentum, RSI (Relative Strength Index), MACD (Moving Average Convergence Divergence), EMA (Exponential Moving Average), Bollinger Bands, and a summary table displaying key metrics. Key Features: Charting Modes: Users can choose between "Heikin-Ashi," "Linear," or "Normal" modes to visualize price data in different ways. Hull Moving Average: The script incorporates the Hull Moving Average for trend analysis, highlighting potential buy and sell signals. Stochastic Momentum: Stochastic Momentum, with customizable parameters (K, D, and Smooth), is included to identify overbought and oversold conditions. RSI (Relative Strength Index): RSI is calculated and displayed, aiding in identifying potential trend reversals or exhaustion points. MACD (Moving Average Convergence Divergence): The MACD indicator is included, along with a histogram, to highlight changes in momentum and potential crossovers. RSI Momentum: RSI Momentum is calculated, providing additional insights into momentum changes. Exponential Moving Averages (EMA): The script calculates and displays three EMAs (Exponential Moving Averages) with customizable periods. Bollinger Bands: Bollinger Bands are incorporated, offering insights into volatility and potential price reversals. Summary Table: A table is displayed on the chart summarizing key metrics, including Stochastic MoM, RSI, MACD, RSI EMA, Hull percentage change, and EMA values. Customization: Users have the option to customize various parameters, including chart modes, lengths of moving averages, Stochastic parameters, and more. Usage: The indicator aims to provide a comprehensive view of price action and potential trend changes. Traders can use it for technical analysis and decision-making. Important Note: This script is provided for educational purposes and does not constitute financial advice. Traders and investors should conduct their research and analysis before making any trading decisions.
Indicatore Pine Script®
di erdas0
5
Ticker Correlation Matrix Table and Heatmap [SS]Hello everyone, I am in the process of releasing some of my own utility indicators/things I use to reference and perform analyses. I do a lot of quantitative/math based analyses, including correlation assessments that I traditionally would need to export data from Tradingview and perform in SPSS, Excel or R. I have been slowly building a repertoire of Excel/R functionality right on pinescript so I do not need to constantly export data and can perform the assessments right on Tradingview. This is an example of such an indicator. About the Indicator: It is a correlation table/matrix indicator. It will allow up to 10 ticker inputs, which can be stocks, economic data, anything available on Tradingview, and it will perform a correlation assessment in a matrix / heatmap style. The indicator will show the various correlations among all of the selected ticker inputs and will colour them based on correlation strength and type. Strong negative correlations will appear bright red. Strong positive correlations will appear bright green. Complete absence of correlation (i.e. 0) will show bright orange. The rest will show a darker shade to indicate less strength/correlation. Calculation Functions In addition to outputting a correlation matrix, the indicator is also able to express the relationship between tickers in a linear expression using the y = mx + b formula. If we look at table, we can see that MSFT and AAPL have a significantly strong correlation of 0.82. If we wanted to express this relationship mathmatically, we can ask the indicator to represent the linear relationship in our y = mx + b format. We simply toggle to our menu and select the Convert From MSFT (Ticker 2) and convert to APPL (Ticker 3): When we select this, a new table will populate below and give you the expression as well as the amount of error associated with it: In this case, we can see that the equation is y = 0.553x + 0.626 with a range of around 10 points in either direction. This means that, to convert MSFT to AAPL, we would multiply the MSFT price by 0.553 and then add 0.626. So if we try it, MSFT closed at 328.41. So we substitute: AAPL price = 0.553(328.41) + 0.626 AAPL price = 181.61 + 0.626 AAPL Price = 182.24 +/- 10 AAPL actually closed at 184.12. So pretty good. If we try another, let's do SPY to XLF: So we substitute, SPY closed at 449.16. XLF Price = 449.16(0.077) + 0.084 XLF price = 34.59 + 0.084 XLF price = 34.67 XLF actually closed at 34.49. This is handy if you want to see how one stock price may affect another. If you are long on one stock and short on another, you can use this to determine what the likely outcome may be for the alternative stock. However, I recommend only performing this on tickers that have a relationship of 0.7 or higher, or a relationship of -0.7 or lower. I always had to use SPSS to do this, so being able to do this right in Pinescript for me is a huge convenience! Some other uses: As I tend to post educational stuff on Tradingview and I frequently use correlation matrices, I have formatted the indicator to be more aesthetically pleasing for these purposes. Thus, you can unselect extra ticker slots that you do not need. IF I only need to display 3 tickers, I can unselect tickers 4 - 10. The end result is a cleaner table: Essential Functions: The assessment length is defaulted to 75 candles on the daily timeframe. Be sure to have the daily timeframe opened when you are viewing the indicator. You can increase or decrease the assessment length as you desire. You can also specify the source. The source is defaulted to close, but if you want to see the direct correlation of ticker's highs and/or lows, you can modify the source input in the settings menu to look at this. Just remember to have the chart opened to whatever timeframe you are looking at. And that's the indicator! Hopefully you find it helpful. Its more of an academic indicator, but it is performing a function that I personally use frequently in analyses, so I hope you may also benefit from it as well! Thanks for checking it out! Safe trades everyone!
Indicatore Pine Script®
di Steversteves
4
Correlation Stock Market Table by [VanHelsing]This is a correlation table, it correlates with current opened asset (chart). In settings you can change periods of days and change assets what you want to see in table. The main feature of this table is an changing alert, it changes values depends on settings what you chose, you can use it for send whole table to your spreadsheets like screenshot below. To send a table you need a webhook service. Like you see it sends whole table to a one cell, so you need separate values by "=TRANSPOSE(SPLIT(cell_id, " "))" it will separate values verticaly by space and then you need separate these values what you now have in a column to the rows horizontaly by function: =SPLIT(cell_id, ",") now it will separate values by comma. This is an alert in code That's it now you have a fully automated table!
Indicatore Pine Script®
di VanHe1sing
Correlation Table by VanHelsingCorrelation Table by VanHelsing Explanation: So we have three asset with correlation to current asset which is a BTC, also you can use it for ETH But why only three assets? Because this one fits the best to identify a trend of BTC. By using let's say a GOLD this table will be far away from accuracy then this three Nasdaq, ES1!(S&P500), DXY the best one for this. Inside a script we have kama's (Developed by Perry Kaufman, Kaufman's Adaptive Moving Average (KAMA) is a moving average designed to account for market noise or volatility. KAMA will closely follow prices when the price swings are relatively small and the noise is low. KAMA will adjust when the price swings widen and follow prices from a greater distance. This trend-following indicator can be used to identify the overall trend, time turning points and filter price movements.) Now you know that KAMA is good solution for fast reaction of trend change and following it. Now we have three assets with correlation to BTC and three kama's for them to know which trend is there. Good! What next? Next is a scoring for up trend and down trend for BTC For Understanding I will use DXY and BTC correlation Lets consider that DXY is moving down and kama detected it, we have down trend on DXY. How we can score it for BTC buy or sell? Down trend DXY and negaive correlation to BTC lets say -0.5 In this way it scoring it like 0.5 for buy BTC, because if DXY moving down it means BTC moving up because of negative correlation. Lets say DXY moving up and correlation with BTC is again -0.5 then what? It scoring -0.5 for sell BTC because since DXY moves up and correlation is negative BTC should move down. Okay again what if DXY moving up and correlation is positive 0.5? Then BTC is 0.5 for buy What if DXY down correlation 0.5? Then BTC score for sell is -0.5 In first look it seems litle bit complicated, but actually it is not, it just take a time for understand. Hope you Enjoy this lesson and hope you will enjoy this indicator! How to read a table: Describtion about minimalistic mode
Indicatore Pine Script®
di VanHe1sing
BTC Performance Table / BTC Seasonality Visualization This script visualizes Bitcoins "seasonality", in form of a colored table (based on the idea from "BigBangTheory") The history table shows you which months do statistically perform better/worse in comparison to other months. How to use this script: Choose ticker "BLX" ("BraveNewCoin Liquid Index for Bitcoin"). Set the charts time frame to weekly or daily. Tables position on the screen and its colors are configurable. Table explanation: Cells show whether a gain or a loss occured from month to month, since BTC came out in 2010. The price difference, between monthly open and monthly close, determines the cell color (negative -> red, positive -> green). The year column shows total gain (green) or loss (red) for that particular year. Each value is presented as a rounded percentage number. How this script works: The script calculates the price difference between each monthly and yearly open and close, storing those numbers inside arrays. Then it populates the table, by using those numbers and doing the cell coloring (there will be a yellow cell, in case no change should occur). German Short-Description Prozentuale Übersicht in Tabellenform, der monatlichen, sowie jährlichen, Performance des Bitcoin (basierend auf der Idee von "BigBangTheory"). Hierdurch wird die "Saisonalität" des Bitcoin sichtbar. D.h. welche Monate des Jahres, im Vergleich zu anderen Monaten, statistisch gesehen öfter positiv/negativ schließen. Zwecks vollständiger Darstellung muss der Ticker "BLX" ("BraveNewCoin Liquid Index for Bitcoin") im weekly oder daily time frame aktiv sein.
Indicatore Pine Script®
di Nuggeler
1
Quantitative Backtesting Panel + ROI Table - ShortsThis script is an aggregate of a backtesting panel with quantitative metrics, ROI table and open ROI reader. It also contains a mechanism for having a fixed percentage stop loss, similar to native TV backtester. For shorts only. Backtesting Panel: - Certain metrics are color coded, with green being good performance, orange being neutral, red being undesirable. • ROI : return with the system, in % • ROI(COMP=1): return if money is compounded at a rate of 100% • Hit rate: accuracy of the system, as a % • Profit factor: gross profit/gross loss • Maximum drawdown: the maximum value from a peak to a successive trough of the system's equity curve • MAE: Maximum Adverse Excursion. The biggest loss of a trade suffered while the position is still open • Total trades: total number of closed trades • Max gain/max loss: shows the biggest win over the biggest loss suffered • Sharpe ratio: measures the performance of the system with adjusted risk (no comparison to risk-free asset) • CAGR: Compound Annual Growth Rate. The mean annual rate of growth of the system of n years (provided n>1) • Kurtosis: measures how heavily the tails of the distribution differ from that of a normal distribution (symmetric on both sides of mean where mean=0, standard deviation=1). A normal distribution has a kurtosis of 3, and skewness of 0. The kurtosis indicates whether or not the tails of the returns contain extreme values • Skewness: measures the symmetry of the distribution of returns - Leptokurtic: K > 0. Having more kurtosis than a normal distribution. It's stretched up and to the side too (2nd pic down). High kurtosis (leptokurtic) is bad as the wider tails (called heavy tails) suggest there is relatively high probability of extreme events - Mesokurtic: K =0. Having the same kurtosis as a normal distribution - Platykurtic: K < 0. Having less kurtosis than a normal distribution. This suggests there are light tails and fewer extreme events in the distribution - Skewness is good: +/- 0.5 (fairly symmetrical) - Skewness is average: -1 to -0.5 or 0.5 to 1 (moderately skewed) - Skewness is bad: > +/- 1 (highly skewed) Evolving ROI table: - The table of ROI values evolve with the year and month. The sum of each year is given. Please avoid using it on non-cryptocurrencies or any market whose trading session is not 24/7 Open ROI reader: - At the top center is the open ROI of a trade
Indicatore Pine Script®
di stormeta
Quantitative Backtesting Panel + ROI Table - LongsThis script is an aggregate of a backtesting panel with quantitative metrics, ROI table and open ROI reader. It also contains a mechanism for having a fixed percentage stop loss, similar to native TV backtester. For longs only. Backtesting Panel: - Certain metrics are color coded, with green being good performance, orange being neutral, red being undesirable. • ROI : return with the system, in % • ROI(COMP=1): return if money is compounded at a rate of 100% • Hit rate: accuracy of the system, as a % • Profit factor: gross profit/gross loss • Maximum drawdown: the maximum value from a peak to a successive trough of the system's equity curve • MAE: Maximum Adverse Excursion. The biggest loss of a trade suffered while the position is still open • Total trades: total number of closed trades • Max gain/max loss: shows the biggest win over the biggest loss suffered • Sharpe ratio: measures the performance of the system with adjusted risk (no comparison to risk-free asset) • CAGR: Compound Annual Growth Rate. The mean annual rate of growth of the system of n years (provided n>1) • Kurtosis: measures how heavily the tails of the distribution differ from that of a normal distribution (symmetric on both sides of mean where mean=0, standard deviation=1). A normal distribution has a kurtosis of 3, and skewness of 0. The kurtosis indicates whether or not the tails of the returns contain extreme values • Skewness: measures the symmetry of the distribution of returns - Leptokurtic: K > 0. Having more kurtosis than a normal distribution. It's stretched up and to the side too (2nd pic down). High kurtosis (leptokurtic) is bad as the wider tails (called heavy tails) suggest there is relatively high probability of extreme events - Mesokurtic: K =0. Having the same kurtosis as a normal distribution - Platykurtic: K < 0. Having less kurtosis than a normal distribution. This suggests there are light tails and fewer extreme events in the distribution - Skewness is good: +/- 0.5 (fairly symmetrical) - Skewness is average: -1 to -0.5 or 0.5 to 1 (moderately skewed) - Skewness is bad: > +/- 1 (highly skewed) Evolving ROI table: - The table of ROI values evolve with the year and month. The sum of each year is given. Please avoid using it on non-cryptocurrencies or any market whose trading session is not 24/7 Open ROI reader: - At the top center is the open ROI of a trade
Indicatore Pine Script®
di stormeta
5
Indicator Direction Table With Bullish & Bearish LabelsINDICATOR DIRECTION TABLE WITH BULLISH AND BEARISH LABELS This is a table that shows the bullish, bearish or neutral trend for nine different popular indicators. Each indicator label will change color in real time to make you aware of each change in direction. This way you don’t have to read and analyze a bunch of different indicators constantly and you can focus on price action instead. Look for the entire table to turn green or red before taking positions. You can also set alerts for when the entire table of indicators is bullish or bearish. The indicator settings allow customization of indicator lengths & values, table position and turning the indicator table on or off. The length and other values for each indicator can be customized to suit your preferences, but by default all of them are set to the normal default settings that Tradingview supplies the indicators with. Typically 14 as the length. The indicators used in this table are as follows: MACD - Moving Average Convergence Divergence Stochastic RSI - Stochastic Relative Strength Index Vortex - Vortex Indicator Momentum - Momentum Indicator RSI - Relative Strength Index PSAR - Parabolic Stop & Reverse DMI - Directional Movement Index MFI - Money Flow Index Fisher - Fisher Transform Price Action ***MARKETS*** This indicator can be used as a signal on all markets, including stocks, crypto, futures and forex. ***TIMEFRAMES*** This indicator table can be used on all timeframes. ***TIPS*** Try using numerous indicators of ours on your chart so you can instantly see the bullish or bearish trend of multiple indicators in real time without having to analyze the data. Some of our favorites are our Auto Fibonacci, Directional Movement Index + Fisher Price Action, Volume Profile With Buy & Sell Pressure, Auto Support And Resistance and Money Flow Index in combination with this indicator direction table. They all have unique features to help you make better and faster trading decisions.
Indicatore Pine Script®
di FriendOfTheTrend
16
Volume Pace & Pressure TableHave you ever wanted to know if a particular tickers volume is above or below average while still in the trading day? This indicator displays an easy-to-read table that informs the user exactly what is occurring in intraday volume. And a whole lot more! Description This indicator displays a variable table with either two or three columns and always three rows. It packs everything a user needs to know about volume in one small table. The table shows: Current trading days volume Average daily volume Volume Pace Volume Pressure (Buying & Selling) Volume Pace Volume Pace is a mathematical calculation invented by the author, Infinity_Trading . The problem was to figure out a way to know if the current days volume was below average or above average while still in the trading day. Calculations like Percent Daily Volume don’t work during the intraday trading hours. For example, say SPY has a 20-day volume average of 100 million shares. If in the first hour SPY has only traded 10 million shares then dividing the current volume into the average daily volume doesn’t tell the user anything when there is still 5.5 hours of trading left in the trading day. There had to be a better way! The solution was to chop up the trading day into evenly divisible time periods (i.e. <= 30 minutes). The Volume Pace algorithm takes the average daily volume and chops it up into small time periods based upon the charts current timeframe. This is the average volume per smaller time period. Then use the current days volume and the number of time periods that have occurred in the trading day so far (at the current moment in time i.e. the current candlestick) to form a calculation that returns the volume above or below the average volume up to that point in time. Volume Pace Equations Intraday Vol. Pace = Today’s Current Vol. - ( ( Average Daily Vol. / Time periods in trading day ) * Time periods that have occurred so far in trading day ) Postday Vol. Pace = Today’s Trading Vol. - Average Daily Vol. ^ Vol. = Volume (because TradingViews pine tags are dumb) Volume Pace Definitions Volume Pace is the difference in cumulative volume between todays current volume and the average daily volume up to same time of the day Volume Pace Usage If the Volume Pace is a positive number then it means that up to the current trading time the volume is that amount greater than the average daily volume over that same intraday time span. If the Volume Pace is a negative number then it means that up to the current trading time the volume is that amount smaller than the average daily volume over that same intraday time span. If the Volume Pace is positive during the intraday then the volume is on track to be an above average volume trading day. If the Volume Pace is negative during the intraday then the volume is on track to be a below average volume trading day. The Percent Volume Pace is the percent increase or decrease of the current volume compared to the average volume up to the same time of day. Or the Percent Volume Pace is the Volume Pace expressed as a percentage. After the trading day is complete the Volume Pace will be the difference between the Daily Volume and the Average Daily Volume. And the same thing applies to the Percent Volume Pace. Volume Pressure The author, Infinity_Trading, did not invent the calculations for Volume Pressure but the definitions and explanations of Volume Pressure are their own creations. In specific terms, Volume Pressure is a mathematical calculation that uses the direction and distances of individual candlesticks bodies and wicks to assign a numerical value to volume. buyingPressure = vol * (close - low) / (high - low) sellingPressure = vol * (high - close) / (high - low) ^ vol = Volume (because TradingViews pine tags are dumb) The author wants to make clear that volume “pressure” isn’t a real thing. Trades in any market require a buyer and a seller. So there is always an equal number of buyers and sellers. Thus, the idea that there are more buyers or more sellers isn’t rooted in reality. BUT the author believes that the calculation and understanding of “volume pressure” takes a very complex subject (price moment in a market) and condenses into something that intuitively makes sense to humans (pressure) and places it onto something that is already on everyone’s charts (volume bars). The calculation for Buying Pressure is really calculating the upward distance between the low and the close of the candle. While Selling Pressure is measuring the downward distance from the high to the close. And both are using volume bars to express these measurements. So if an individual candle goes down then the red Selling Pressure will be more on the stacked bar chart than the green Buying Pressure. And vice versa for candles that went up. If a Volume Pressure bar is completely one color then it means, for a downward candle, the low and close were equivalent, and for an upward candle, the high and the close were the same. Lastly, the Buying & Selling Pressure will always add up to 100%. Inputs and Style In the Input section the user can set the number of days to use for all of the average calculations. All aspects of the table can be controlled. The background color, text color, border widths, and border colors. Also, the table can be moved to 9 unique locations around the chart for complete user control. Also, the user can use their cursor to hover over each cell in the table to reveal a tooltip definition of the calculation in the cell. Special Notes The volume table won’t display when the chart timeframe is weekly or monthly because the logic uses “daily” volume. The Volume Pace column in the table disappears when the timeframe is greater than 30 minutes. Because for Volume Pace to work the time periods must be equally divisible into 6.5 hours (the duration of trading day).
Indicatore Pine Script®
di Infinity_Trading_
17
P/L panelThis is not a indicator or strategy. I thought of having a table showing running profit or loss on chart from a specific price. I tried to put the same in code and ended up with this code. This is a table showing the running profit or loss from a manually specified price and quantity. when you add the code, This table asks us to input the entry price and quantity. It will calculate the running profit or loss with respect to running price and puts that in the table. We will have to input two things. 1.) entry price: the price at which a position(long/short) is taken. 2.) Quantity: A +value need to be entered for Long position and -value for short position. code detects whether its a long position or short position based on the quantity info. for example if a LONG position is taken at a price 60 of 100 quantity, then in price we need to enter 60 and in quantity 100 (+ve value) for SHORT position at a price of 60 of 100 quantity, in price we need to enter 60 and in quantity -100 (-ve value) once the table is added to the chart. Just double click on the table, it will open the settings tab and we can provide new inputs price/quantity/position. positioning of table is optional and all possible positioning options are provided. Advise further improvements required if any in this code. This piece of code can be used along with any indicator. For which we may need to use valuewhen() additionally. Try it yourself and ping me if required.
Indicatore Pine Script®
di NumberGames
2
Simple/Compounded Returns & Drawdowns TableVery excited to bring this script to the public. This is a very useful table that displays the performance of any strategy you give it in a more detailed view. It runs on all timeframes and at any position on the chart with the replay function. It also updates on tick changes. The table consists of three modes: Simple Equity, Compound Equity and Drawdown. Simple Equity – shows the change in equity for every month and year. It is calculated by finding the difference in initial equity at the beginning of the month/year and the end of the month/year. The table will thus display strategy performance in blocks of time that are not correlated. It is an excellent way to see individual month/year performance from start to finish but it may not represent true change in equity over time. For example, let's assume that 100% of equity is used on every trade for simplicity. If a loss of 50% is made in the first month and a profit of 100% is made in the next month, the strategy will show 50% profit for the year. This aggregate value might be helpful to know for testing purposes, but in reality, the account is actually at break-even for the year (Initial Equity * 0.5 * 2 = Initial Equity). Compound Equity – shows compounded change in equity for every month and year. It is calculated by finding the difference in starting equity when the strategy is run and equity at the end of the month/year. The table will thus display the true strategy performance – compounded equity at the end of each month/year. Drawdown – shows max drawdown for every month and year. It is calculated by finding the difference between the highest equity achieved for the month/year and the trough in equity for the same month/year. Notice: strategy tester might have a max drawdown value higher than any of the drawdown values in the table. This is because the strategy tester calculates the difference between the highest and lowest equity for the entire strategy, whereas the table displays drawdowns for months and years only. Sometimes, the max drawdown for the year will also be the max drawdown for the entire strategy; hence the two values will be the same. To use this table with your own strategy, simply find " PLACE YOUR STRATEGY CODE HERE " at the bottom of the script and place your strategy code there. Special thanks to QuantNomad for the inspiration. As always, please let me know if there are any bugs or if you need some help. Leave a like if you wish!
Strategia Pine Script®
di antondmt
16