Japanese Correlation CoefficientIntroduction
This indicator was asked and named by a trading meetup participant in Sevilla. The original question was "How to estimate the correlation between the price and a line as easy as possible", a question who got little attention. I previously proposed a correlation estimate using a modification of the standard score (see at the end of the post) for the estimation of a Savitzky-Golay moving average (LSMA) of order 1, however something faster could maybe be done and this is why i accepted the challenge.
Japanese Correlation
Correlation is defined as the linear relationship between two variables x and y , if x and y follow the same direction then the correlation increase else decrease. The correlation coefficient is always equal or below 1 and equal or above -1, it also have to be taken into account that this coefficient is quite smooth. Smoothing is not a problem, scaling however require more attention, high price > closing price > low price, therefore scaling can be done. First we smooth the closing/high/low price with a simple moving average of period p/2 , then we take the difference of the smoothed close with the smoothed close p/2 bars back, this result is then divided by the difference between the highest smoothed high's with the lowest smoothed low's over period p/2 .
Since we use information provided by candlesticks (close/high/low) i have been asked to publish this estimator with the name Japanese correlation coefficient , this name don't imply the use of data from Japanese markets, "Japanese" is used because of the candlestick method coming from Japan.
Comparison
I compare this estimation with the correlation coefficient provided in pinescript by the correlation function.
The estimation in orange with the original correlation coefficient using n as independent variable in blue with both length = 50.
comparison with length = 200.
Conclusion
I have shown that it is possible to roughly estimate the correlation coefficient between price and a linear function by using different price information. Correlation can be further estimated by using homogeneous bridge OHLC volatility estimators thus making able the use of different independent variables. I really hope you like this indicator and thanks to the meetup participant asking the question, i had a lot of fun making the indicator.
An alternative method
Cari dalam skrip untuk "high low"
52 Week & Daily & Current High/LowThis Indicator Plots a 52 Week High and Low equal or below daily.
A 52 Daily High and Low on timeframes below daily.
A 52 Bars High and Low on timeframes on any timeFrame.
Based on 52 Week High/Low by BacktestRookies
Pivots High/Low 3bar No Period w/ Signals -Tom1traderwww.tradingview.com
This price action indicator calculated on the relationship of 3 adjacent bars/candles adds an extra dimension to my indicator mix and with
a different perspective can help confirm or question an opinion formed by other indications (volume related, momentum, the chart itself and etc.).
Further, I have traded with it a bit now and like it. So much for comfort - I have seen no clear evidence that the movement of the next bar is paying any
attention to indicators, lines or patterns on charts. They are all based on the same historical data whether that data is run through an indicator algorithm
or used to draw (chart style) on a chart. But they make me feel better about my trades and I prefer them to a coin flip. :-)
Pivot High Definition - (Pivot Low is reversed): A three-bar pivot high represents resistance and is formed when sellers turn price from up to down. It is seen where a price bar with a lower high closes below the previous bar's low, where the previous bar's high is higher than the bar that preceded it.
Read more: Price Pivots Circle Big Profits www.investopedia.com
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I see some n period high/low indicators named pivots. This indicator has no period and is based on the relationship of 3 bars usually referred to as Pivots High Low.
Also no relationship to daily calculated "Pivot Points". As such this is a PRICE ACTION indicator. It works the same on ALL TIME FRAMES.
These pivots sometimes do not occur very often and usually are not at tops or bottoms.
This is why I used a combination of most recent PHs and PLs along with
the price to derive the signal.
Net New Highs/Lows (With visible code)Basically the same script than Carusolnsights but without hidding the lines of code...
"This indicator displays the net number of stocks on the Nasdaq Composite making 52-week highs or lows. For instance, if there are 60 new 52-week highs and 20 new 52-week lows, the net number will display 40 net new 52 week highs. This indicator is particularty useful in gauging what the breadth is of the Nasdaq.
Three days of net 52-week highs show a healthy market which is conducive to increasing exposure. This condition is highlighted with a green background.
Three days of net 52-week lows show an unhealthy market which is conducive to reducing exposure. This condition is high|lighted with a red background."
Indian Stocks Daily, Weekly, Monthly, All-Time High-LowDaily high, low, last week high low, current week high low, current month high low.
Range Progress TrackerRANGE PROGRESS TRACKER(RPT)
PURPOSE
This indicator helps traders visually and statistically understand how much of the typical price range (measured by ATR) has already been covered in the current period (Daily, Weekly, or Monthly). It includes key features to assist in trend exhaustion analysis, reversal spotting, and smart alerting.
CORE LOGIC
The indicator calculates the current range of the selected time frame (e.g., Daily), which is:
Current Range = High - Low
This is then compared to the ATR (Average True Range) of the same time frame, which represents the average price movement range over a defined period (default is 14).
The comparison is expressed as a percentage, calculated with this formula:
Range % = (Current Range / ATR) × 100
This percentage shows how much of the “average expected move” has already occurred.
WHY IT MATTERS
When the current range approaches or exceeds 100% of ATR, it means the price has already moved as much as it typically does in a full session.
This indicates a lower probability of continuing the trend with a new high or low, especially when the price is already near the session's high or low.
This setup can signal:
A possible consolidation phase
A reversal in trend
The market entering a corrective phase
SMART ALERTS
The indicator can alert you when:
A new high is made after the range percentage exceeds your set threshold.
A new low is made after the range percentage exceeds your set threshold.
You can adjust the Range % Alert Threshold in the settings to tailor it to your trading style.
Prior sessions High/Low/MidThis indicator highlights the High, Low, and Midpoint of the most recently completed trading sessions. It helps traders visualize key price levels from the previous session that often act as support, resistance, or reaction zones.
It draws horizontal lines for the high and low of the last completed session, as well as the midpoint, which is calculated as the average of the high and low. These lines extend to the right side of the chart, remaining visible as reference levels throughout the day.
You can independently enable or disable the Tokyo, London, and New York sessions depending on your preferences. Each session has adjustable start and end times, as well as time zone settings, so you can align them accurately with your trading strategy.
This indicator is particularly useful for intraday and swing traders who use session-based levels to define market structure, bias, or areas of interest. Session highs and lows often align with institutional activity and can be key turning points in price action.
Please note that this script is designed to be used only on intraday timeframes such as 1-minute to 4-hour charts. It will not function on daily or higher timeframes.
Premarket High/Low Breakout AlertsPremarket High/Low Breakout Alerts
Description: This custom TradingView indicator helps you track premarket breakouts and breakdowns for a list of selected stocks. The indicator monitors the premarket session and sends an alert every time the stock's price breaks above the premarket high or below the premarket low.
Key Features:
Track Multiple Stocks: Easily monitor multiple stocks (e.g., AAPL, TSLA, NVDA, etc.) and get alerts when they break premarket levels.
Premarket Session Monitoring: The indicator checks for price movements during the premarket session (4:00 AM to 9:30 AM EST).
Customizable Ticker List: Modify the list of tickers directly from the TradingView settings to suit your daily trading needs.
Breakout and Breakdown Alerts: Receive instant alerts for both breakout (above premarket high) and breakdown (below premarket low) conditions.
Plot Premarket Levels: The premarket high and low levels are plotted on the chart for easy reference.
How to Use:
Add this indicator to your chart.
Go to the indicator settings and input your desired stock tickers (e.g., AAPL, TSLA, MSFT).
The indicator will automatically track the premarket levels and send alerts when those levels are broken.
Customize the tickers daily if needed.
Ideal For:
Day Traders who want to track premarket movements.
Swing Traders looking for strong breakouts from premarket levels.
Scalpers who need quick alerts to catch price action early.
First 12 Candles High/Low BreakoutThis indicator identifies potential breakout opportunities based on the high and low points formed within the first 12 candles after the market opens on a 5-minute timeframe. It provides visual cues and labels to help traders make informed decisions.
Features:
Market Open High/Low: Marks the highest and lowest price of the first 12 candles following the market open with horizontal lines for reference.
Breakout Signals: Identifies potential buy or sell signals based on the first 5-minute candle closing above the open high or below the open low.
Target and Stop-Loss: Plots horizontal lines for target prices (100 points by default, adjustable) and stop-loss levels (100 points by default, adjustable) based on the entry price.
Visual Cues: Uses green triangles (up) for buy signals and red triangles (down) for sell signals.
Informative Labels: Displays labels with "Buy" or "Sell" text, target price, and stop-loss price next to the entry signals (optional).
Customization:
You can adjust the target and stop-loss point values using the provided inputs.
How to Use:
Add the script to your TradingView chart.
The indicator will automatically plot the open high, open low, potential entry signals, target levels, and stop-loss levels based on the first 12 candles after the market opens.
Use the signals and price levels in conjunction with your own trading strategy to make informed decisions.
Moving Averages + Premarket High/Low + Yesterday High/Low V2This script allows you to have multiple indicators on the chart at once. EMA's can be added to lower timeframes while SMA's can be added to higher timeframes. Premarket high and low are also tracked as well as yesterdays high and low. All these points are crucial in technical analysis as current price action can either bounce or reject off of these levels.
Update: Fixed an issue where high/low was showing for current trading day during market hours instead of previous trading day
Expected Move Plotter [CHE]Expected Move Plotter
"There is magic in everything new."
Introduction:
This script is an indicator for financial trading that plots the expected movement of a security based on the average range over the last five periods. The script is written in Pine Script, a high-level programming language used for creating technical indicators, strategies, and other trading tools for the TradingView platform.
Inputs:
Percentage of Open and Close: This input specifies the percentage of the open and close price to use for the expected movement.
Time Periods: The script takes the different time periods into account and translates them to either 60 seconds, 240 seconds, 1 day, 3 days, 7 days, 1 month, 3 months or 12 months.
Calculation:
The script uses the "Open" and "High"/"Low" values of the last 5 periods to calculate the average range and plots the expected movement above and below the current open price. The plot is either green or red depending on whether the expected move is above or below the current close.
Code Breakdown:
The script starts by defining three integer constants: MS_IN_MIN, MS_IN_HOUR, and MS_IN_DAY, which represent the number of milliseconds in a minute, hour, and day, respectively.
The function timeStep_translate() returns a string that represents the timeframe for a chart based on the current timeframe. The function first converts the chart's timeframe to milliseconds and then uses a switch statement to determine the string value to be returned based on the number of milliseconds in the timeframe.
The script then retrieves the data for the open, high, and low values for the last five periods. The high and low values are used to calculate the average range, which is then used to plot the expected movement above and below the current open price.
Conclusion:
This script provides traders with a visual representation of the expected movement of a security based on the average range over the last five periods. It takes different time periods into account and provides a clear indication of whether the expected move is above or below the current close. The script is easy to use and provides a useful tool for traders looking to make informed trading decisions.
Best regards Chervolino
Multi TF High/Low/Open/Close LineNOTE: I'm not sure why the screengrab isn't showing the lines. They are there, and when I share the chart from this link they are there.... idk
This is a requested spin-off version of my previous HLOC for the Daily/Weekly/Monthly that allows users to choose 3 different timeframe units (Mins, Hours, Days, etc...) from the dropdown menu and then select the lookback period in which to draw the HLOC.
I've had quite a few requests to allow users to see multiple lookbacks for the same timeframe unit, mostly weekly, and I did not wish to change that particular script for that purpose. However, I was able to take the existing script and alter it for user input.
This indicator draws a line on the TF 1, TF 2, and TF 3 bar at the High, Low, Open and Close of user input Timeframe unit and selected lookback period.
The lookback period will go back the number of candles entered. So for example if you choose a 5 Min chart with a lookback of 3, the lines will be drawn on the HLOC 3 closed 5 min candles back. Selecting 0 will show data on the current Real-Time candle.
An example of a request I have gotten was for last week, the previous week and the previous month. The settings for that would be: TF 1 - 1 week Lookback 1, TF 2 - 1 week Lookback 2, TF 3 - 1 month Lookback 1.
Each set of lines has an optional identifying label with its own color set that can be shown with or without price value, and has drop down menus for size and style of each set of labels. The TF unit value is displayed on the label, but not the lookback.
So if you are using the hourly on all 3 TF's with different lookback periods, they will all say "60" on the label.
I recommend using the line and label options to distinguish between the different lookback values.
Each set of lines has inputs for line/text color, line width and style and each line argument can be selected independently.
In the chart example I have displayed only the High and Low on three 1 hour TF's with the lookback of 4, 5 and 6 candles with the labels descending in size. With this data I can see that over the last 6 hours the price of ES is in an descending pattern and I should be on alert for a break.
Since I trade ES in RTH on a much lower timeframe, this data can alert me to a bigger picture potential trend change or continuation. I would personally use this with pivot data for timing and look for entries in areas of high volume that moved price to a new
high or low that have not been retested.
I will be looking to add a user input offset for labels in the future. I have had bad luck with it in the past working for a couple weeks and then throwing an error, but I will look into it again soon.
I also recommend going into Chart Settings/Status Line and turning off indicator arguments OR moving the script to the top of the indicator list to avoid obstructed chart view with this indicators arguments. When script allows, I will update it to hide them.
Session High and Low IndicatorThis script is meant for stocks that have a pre-market session. It is meant to be used on the 1 min time frame. This script will draw a green line at the high of pre-market, and a red line at the low of pre-market and extend these lines across the regular session day
This makes it easy to see if price action during regular market has broken above pre-market high or broken below pre-market low.
The high/low skips any quick spikes in price action (similar to what happens at 8:30 am every day).
Gann High Low StrategyGann High Low is a moving average based trend indicator consisting of two different simple moving averages.
The Gann High Low Activator Indicator was described by Robert Krausz in a 1998 issue of Stocks & Commodities Magazine. It is a simple moving average SMA of the previous n period's highs or lows.
The indicator tracks both curves (of the highs and the lows). The close of the bar defines which of the two gets plotted.
Currency Pairs High Low RangeIndicator gives the High-Low range of 18 currency pairs. There is a High Ave which is the average of the top four (you may need to adjust which ones are in the average) as well as the bottom four Low Ave. The picture is of a weekly chart with the indicator set at 12 week average of the High-Low range with a .7 (70%) multiplier. When I am looking for week long trades with lots of movement I pick my pairs based on the most actives with a 70% capture of the range as a guide line of when to exit. Sometime when I am not in the mood for volatility I go with the ones in the Low Ave area. Further, when I day trade I set the indicator to a 1Day chart and move the percent to 20% or 30% as a guideline to tell when to get out of a trade.
Trading session High/Low (Lumiere)Trading session High/Low
What it does:
Plots the High and Low for each session (Asia, London, New York) as horizontal zones that “snap” to the first true extreme of the session and then extend right.
Key points:
Snap‑to‑extreme only: Lines don’t draw at the open; they appear only once price makes a new session high or low, and anchor exactly at that bar.
Persistent until next session: Once drawn, each session’s lines stay on the chart after the session ends, and are cleared only when that same session next opens (or when you hide it).
Three configurable sessions:
Asia: 18:00–03:00 (UTC‑4)
London: 03:00–09:30 (UTC‑4)
New York: 09:30–16:00 (UTC‑4)
Customizable appearance:
You can toggle each session on/off, choose its color, and set line width.
The time that is already set on the different sessions is based on the standard session open/close. If you want to change it, it will refer to the NY time, UTC -4.
BG 3:00 / 2:00 Candle High/Low LinesBG 3:00 Candle High/Low Lines
This indicator highlights the high and low of the 1-hour candle exactly at 3:00 AM Bulgarian local time (EET/EEST). Horizontal lines are drawn at these levels and extended 5 hours forward, providing clear visualization of key daily levels.
Key Features:
Automatically adjusts for Bulgarian local time, including daylight saving time changes.
Marks only the 3:00 AM candle on the 1-hour chart for a clean and focused view.
Allows customizable colors for the high and low lines separately.
Lines extend 5 hours ahead to aid in tracking important support and resistance levels.
Ideal for traders analyzing the Bulgarian market or anyone interested in monitoring the 3:00 AM Europe/Sofia time frame.
Use this tool to identify crucial price levels aligned with Bulgarian time and enhance your intraday trading strategy.
First 15-min Candle High/LowFirst 15-Min Candle High/Low – Intraday Range Indicator
This script plots the High and Low of the first 15-minute candle of the trading day using:
🟢 Green horizontal line for the first 15-min High
🔴 Red horizontal line for the first 15-min Low
These levels are commonly used by intraday traders as:
Breakout zones
Support/resistance levels
Entry/exit reference points
The script is designed to reset daily and is especially helpful for index and equity traders operating during market open volatility.
⏰ Optimized for markets operating in IST (Indian Standard Time), such as NSE/BSE, starting at 09:15 AM.
🛠️ How to Use:
Apply on 15-minute or lower timeframes
Ideal for breakout strategies, opening range setups, or volatility scalping
Pre Market High/Low LevelsPre Market High & Pre Market Low By Jadra
Pre Market High/Low Levels Indicator
This indicator automatically identifies pre-market high and low levels (4:00-9:30 AM ET) and marks them with blue horizontal lines that extend throughout the entire trading session. Perfect for NYSE and NASDAQ traders who use these key levels as support and resistance. Features color-coded backgrounds: yellow for pre-market, transparent for regular hours, and blue for post-market. Lines remain visible from pre-market through market close, providing constant visual references for making trading decisions based on these important psychological levels. Essential tool for day traders focusing on overnight price action and gap analysis in US equity markets.
2:45 AM Candle High/Low Crossing Bars2:45 AM Candle High/Low Crossing Bars is an indicator that focuses on the trading view 2:45am NY TIME high and low indicating green for buy and red bars for sell, with the 2:45am new york time highlight/ If the next candle sweeps the low we buy while if it sweeps the high we sell, all time zoon must be the new York UTC time.
Inside Bar with High/LowInside Bar with High/Low
The indicator plots horizontal mid line between two Inside bars with High / Low with Multi Time Frame Selection by the user which can be traded in trending markets in the direction of the trend, when traded this way they are typically referred to as a ‘Breakout Play’ or an inside bar ‘Price Action Breakout Pattern’ They can also be traded counter-trend, typically from ‘Key Chart Levels’ , when traded this way they are often referred to as ‘Inside Bar Reversals’ .
The classic entry for an inside bar signal is to place a buy stop or sell stop at the high or low of the mother bar, and then when price breakouts above or below the mother bar, your entry order is filled with best time frame preferably more than 1 hour.
Stop loss placement is typically at the opposite end of the mother bar, or it can be placed near the mother bar halfway point (50% level), typically if the mother bar is larger than average.
It’s worth noting that these are the ‘classic’ or standard entry and stop loss placements for an inside bar setup is a useful tool for traders looking to identify potential reversals using the 20/50 EMA and candlestick patterns. However, like any trading tool, it should be used in conjunction with other indicators and analysis techniques for better accuracy
And also this tool is especially useful for day traders who want to track price action during specific times of the day and make informed decisions based on market behavior with more than 60 minutes period
As always, back testing and customization are recommended to optimize performance across different market conditions
In the end, experienced traders may decide on other entries or stop loss placements as they see fit.
Please remember that this indicator is provided for educational purposes only and does not constitute financial advice
JL - DWM OHLCThis indicator plots the following price levels on your chart automatically AND will not show up if you are using a timeframe bigger than 60 minutes, 1 day, or 1 week.
Here are the price levels that are automatically plotted for you, and so you know the styling is different for Daily, Weekly, Monthly levels so you can easily distinguish between them:
- Prior Day: High / Low / Close
- Current Day: Open
- Prior Week: High / Low / Close
- Current Week: Open
- Prior Month: High / Low / Close
- Current Month: Open
These plots are timeframe dependent and will not plot on subsequently higher timeframes, here is how they work:
Daily Price Levels are only shown on timeframes that are smaller than 60 minutes.
Weekly Price Levels are only shown on timeframes smaller than 1 Day.
Monthly Price Levels are only shown on timeframes smaller than 1 Week.
This way, you can turn on the indicator and not have to think about turning off certain price levels if you switch to a larger / longer timeframe than what you typically use.
For example, Daily OHLC price levels will quickly clutter the 60 minute chart, and likely you don't need to know the HLC of the Prior Day if you are looking at the 60 minute chart. Therefor it may be helpful to automatically hide the Daily price level plots, and only show the Weekly and Monthly plots on the 60 minute timeframe.
I hope you find this indicator helpful, thanks for reading.
[volfgang] Pivot Levels (Open, Close, High, Low)This script provides a clear and consistent way to track key price levels from Weekly and Daily bars, directly on your current chart interval.
The default colours are;
Today & This Week Open = White
Yesterday & Previous Week Open = Cream
Yesterday's High = Red
Yesterday's Low = Green
Weekly Pivots are 2px, and Daily Pivots are 1px.
Instead of requiring manual referencing of daily or weekly charts, these significant levels are automatically drawn and updated in real time, extending to the right as new bars form.
It adds value by helping traders quickly identify potential support/resistance zones and compare intraday price action with higher-timeframe pivots. This approach can aid in scalping, day trading, or swing trading strategies that rely on past price levels for trade entries, exits, or stop loss placement.
Daily Pivots Displayed Intraday
The script imports the previous day’s High, Low, Open, and Close and draws lines on the current chart, so you can see exactly where those levels lie on any intraday timeframe. You can easily change the colour of these lines in the menu.
Instead of switching between multiple charts for daily references, you can keep an intraday chart open and still watch how price behaves around these important daily pivots.
Weekly Pivots for Broader Context
In addition to daily levels, it also shows the previous week’s Open and Close. This feature helps traders who want to maintain a broader perspective and gauge the market’s weekly trend or bias while remaining on lower timeframes.
Automatic Line & Label Management
Each new trading day triggers a “session change” in the code, prompting the script to delete old lines and labels for daily levels. This keeps your chart from getting cluttered with outdated lines.
Weekly lines and labels follow the same approach, ensuring only the most recent weekly levels are highlighted.
Real-Time Extension
Lines are continuously extended to the right as new bars print, ensuring that you always have an updated view of your key price levels without any manual adjustments.
On the last bar, the script shifts to a time-based coordinate system for seamless visual extension.
Minimal Recalculation
This script uses security() calls in a carefully optimized way to reduce unnecessary recalculations and avoid repaint issues. By referencing open , close , etc., the lines remain fixed once the daily (or weekly) candle is confirmed.
Flexible Usage
You can apply this script to any symbol on TradingView. It’s especially beneficial for Forex pairs, indices, futures, or cryptocurrencies where you want to track significant past levels.
If you’re a scalper looking for areas of likely reaction, or a swing trader watching weekly opens for trend confirmation, these levels can be integral to your technical approach.
How to Use
Add to Chart: Click the “Add to Favorite Indicators” or “Apply to Chart” button once published.
Enable or Disable Previous Day Bars: Use the script’s input to toggle the display of previous day’s High, Low, Open, and Close lines if you only want weekly lines (or vice versa).
Customize Visuals: You can change line colors, width, and label text in the “Style” or “Inputs” tab. Adjust them to fit your preferred color scheme.
Interpretation:
Daily levels typically carry relevance for the next trading session. They can be used for intraday support/resistance, breakout checks, or gap fills.
Weekly levels help identify more prominent zones for bigger moves or for understanding overall sentiment from the prior week.
Conceptual Underpinnings
Support/Resistance: Past opens/closes often act as support or resistance because they represent important points of reference (where trading started or ended during a prior session).
Market Psychology: Many traders watch daily or weekly closes to gauge momentum and bias, which can become self-fulfilling as more participants join around those levels.
Improved Situational Awareness: By having these levels automatically drawn and updated, traders avoid missing critical areas where price may pivot.
This script is intentionally open-source to help traders study and personalize it.
By merging daily and weekly pivot concepts in a single script, it provides a convenient and efficient tool—rather than a simple mashup, it unifies two timeframes that are crucial in short-term and medium-term trading decisions.
Remember that these levels alone do not constitute a complete trading system; they are best used as part of a broader strategy involving risk management, additional technical signals, and market context.
