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
"low" için komut dosyalarını ara
Binque's Multi-Moving Average Binque's Multi-Moving Average - One indicator with four simple moving average and four exponential moving averages, plus as a bonus a Day High moving average and a Day Low Moving Average.
Simple Moving Average or MA(14), MA(50), MA(100) and MA(200) all in one indicator
Exponential Moving Average or EMA(8), EMA(14), EMA(20) and EMA(33) all in one indicator
Day High Moving Average - Tracks the Daily High versus most moving averages track the daily close.
Day Low Moving Average - Tracks the Daily Low versus most moving average track the daily close.
To Disable moving averages, Set the color to the chart background and then set the length to 1 and uncheck.
I Use the Daily High Moving Average to track upward resistance in a stock movement for Swing Trading.
I Use the Daily Low Moving Average to track my trailing stop in a stock movement for Swing Trading.
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
VWAP forex Yesterday Hi/Low update fix This script is an updte fix of an earlier script that stopped functioning when TradingView updated Pine script. This script plots Forex (24 hour session) VWAP, yesterday's high, low, open and close (HLOC),
the day before's HLOC -
Also plots higher timeframe 20 emas
1 minute 5, 15, 60 period 20 ema
5 minute 15, 60 period 20 ema
15 minute 60, 120 , 240 period 20 ema
60 minute 120, 240 period 20 ema
120 minute 240, D period 20 ema
240 minute D period 20 ema
Also signals inside bars (high is less than or equal to the previous bar's high and the low is greater than or equal to the previous low) the : true inside bars have a maroon triangle below the bar as well as a ">" above the bar.
If subsequest bars are inside the last bar before the last true inside bar they also are marked with an ">"
This is probably a slight variation from the way Leaf_West plots the inside bars.
It appears that he marks all bars that are inside the original bar until one a bar has a high or low
outside the original bar. But I would need to see an example on his charts.
The Time Session Glitch and the Fix FX_IDC, COINBASE and BITSTAMP:
The script will correctly default to 1700 hrs to 1700hrs EDT/EST session for FXCM.
Strangely some securities appear to erroneously start their session at 1200 hrs ie. My guess is that they are somehow tied to GMT+0 instead of New York time (GMT+5). See this for yourself by selecting EURUSD using the FXCM exchange (FX:EURUSD) and then EURUSD from the IDC exchange (FX_IDC:EURUSD). The FX-IDC session opening range starts 5 hours before it actually should at 1700 hrs EDT/EST. To correct for this I have implemented an automatic fix (default) and a user selected "5 hour time shift adjust. ment needed on some securities".
There is also a 4 hour time shift button which might be necessary when New York reverts from Eastern Standard Time to Eastern Daylight Time (1 hour difference) in March (and then back again in November). In the default auto adjust mode you will need to select the 1 hour time shift. That is if this glitch still exists at that time.
I have looked at other scripts, other than my own and where the script is available, that need to use information about the opening bar and all have the same time shift issue
COINBASE and BITSTAMP open at 0000 hours GMT. Since I use lines instead of circles or crosses I had to make a small adjustment to plot the lines correctly.
If it needs work let me know.
Jayy
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.
High-Low Index [LazyBear]-- Fixed ---
Source: pastebin.com
Fixes an issue with "Combined" mode, using wrong symbols.
--- Original ---
The High-Low Index is a breadth indicator based on Record High Percent, which is based on new 52-week highs and new 52-week lows.
Readings below 50 indicate that there were more new lows than new highs. Readings above 50 indicate that there were more new highs than new lows. 0 indicates there were zero new highs (0% new highs). 100 indicates there was at least 1 new high and no new lows (100% new highs). 50 indicates that new highs and new lows were equal (50% new highs).
Readings consistently above 70 usually coincide with a strong uptrend. Readings consistently below 30 usually coincide with a strong downtrend.
More info:
stockcharts.com
List of my public indicators: bit.ly
List of my app-store indicators: blog.tradingview.com
Just noticed @Greeny has already published this -> Linking it here.
Asia & London Session High/Low – EOD Segments (v4.5)What it does
Plots the Asia and London session high & low each day.
When a session ends, its high/low are locked (non-repainting) and drawn as horizontal segments that auto-extend to the end of that same day (no infinite rays).
Optional labels show the exact level at session close.
Toggle whether to keep prior days on the chart or auto-clear them on the first bar of a new day.
Why traders use it
Quickly see overnight liquidity levels that often act as magnets or barriers during the U.S. session.
Map session range extremes for breakout/reversal planning, partials, and invalidation.
Works great alongside VWAP, 8/20/200 MAs, or your NY session tools to build confluence.
How it works
You define the session windows (defaults: Asia 00:00–06:00, London 07:00–11:00).
While a session is active, the script tracks running high/low.
On the bar after the session ends, the level is finalized and drawn; the segment’s right edge updates each bar until EOD, then stops automatically.
Inputs
Session Timezone: “Exchange”, UTC, or a specific region (set this to match your venue).
Asia / London Session: editable HHMM-HHMM windows.
Show Asia / Show London: enable either/both sessions.
Keep history: keep or auto-delete previous days.
Show labels: price labels at session close.
Colors & width: customize high/low colors and line width.
Best practices
Use on intraday timeframes (1–60m).
For equities/futures, set timezone to your exchange (e.g., America/New_York). For FX/crypto, pick what matches your workflow.
Common tweak: London 08:00–12:00 local; Asia 00:00–05:00 or your broker’s definition.
Notes
Non-repainting: levels only print once the session is complete.
Designed to be light and reliable—no boxes, just clean lines and labels.
If you want NY session levels, midlines (50%), anchored stop-time, or alerts on touches, this script can be extended.
For educational use only. Not financial advice.
No Supply (Low-Volume Down Bars) — IdoThis indicator flags classic Wyckoff/VSA “No Supply (NS)” events—down bars that print on unusually low volume, suggesting a lack of sellers rather than strong selling pressure. NS often appears near support, LPS, or within re-accumulation ranges as a test before continuation higher.
Signal definition (configurable):
Down bar: choose Close < PrevClose or Close < Open.
Low volume: Volume < SMA(Volume, len) × threshold (e.g., 0.7).
Optional volume lower than the prior two bars (reduces noise).
Optional narrow spread: range (H–L) below its average.
Optional close position: close in the upper half of the bar.
Optional trend filter: only mark NS above or below an EMA (or any).
Optional wide-bar exclusion: skip unusually wide bars.
Visuals & outputs
Blue dot below each NS bar (optional bar tint).
Separate pane showing Relative Volume (vol / volSMA) to gauge effort.
Built-in alertcondition to trigger notifications when NS prints.
Inputs (high level)
lenVol: Volume SMA length.
ratioVol: Volume threshold vs. average (e.g., 0.7 = 70%).
usePrev2: Require volume below each of the prior two bars.
useNarrow + lenRange + ratioRange: Narrow-bar filter.
useClosePos + minClosePos: Close in upper portion of the bar.
downBarMode: Define “down bar” logic.
trendFiltOn, trendLen, trendSide: EMA trend filter.
useWideFilter, lenRangeWide, wideThreshold: Skip wide bars.
How to use (Wyckoff/VSA context)
Treat NS as a test of supply: price dips, but volume is light and close holds up.
Stronger when it prints near support/LPS within a re-accumulation structure.
Confirmation (recommended): within 1–3 bars, see demand—e.g., break above the NS high with expanding volume (above average or above the prior two bars). Many traders place a buy-stop just above the NS high; common stops are below the NS low or the most recent swing low.
Scanning tip
TradingView’s stock screener can’t consume Pine directly.
Use a Watchlist Custom Column that reports “bars since NS” to sort symbols (0 = NS on the latest bar). A companion column script is provided separately.
Notes & limitations
Works on any timeframe (intraday/daily/weekly), but context matters.
Expect false positives around news, gaps, or illiquid symbols—combine with structure (trend, S/R, phases) and risk management.
© moshel — Educational use only; not financial advice.
Custom Period High LowSummary
I'm moving over from TradeStation and default Pre-Market Session there is 0800-0930. Default PMS on TradingView is 0400-0930. I find that the 0800-0930 High and Low are more accurate levels. This script addresses exactly that - it allows you to grab High and Low of any custom time slot.
This script started as Custom Pre-Market H/L, that's why the shading. Then I realized it can be used for any custom time period, so I renamed it to PERIOD H/L.
Limitations
Different tickers are provided by different exchanges, in different time zones. The end result is that the SAME session time (0800-0930) may shift for different tickers. Examples:
- SPY : 0800-0930 // no shift: NYSE, in NYC
- ES1!: 0900-1030 // shifted 1 hr ahead: CME, in Chicago
- NQ1!: 0900-1030 // shifted 1 hr ahead: CME, in Chicago
To see for yourself, set Time Zone config parameter to empty string for non-NYC tickers like ES1! or NQ1 and watch times for shaded and non-shaded areas.
Why TV chooses to go by the ticker's TZ, and not the TZ that's configured in the lower right corner of my TV screen - I have no idea. But asking for user's TZ is how you fix it.
If you know how I can get that value so I don't have to ask the user - let me know. I'm new to TV.
Hacks
You can use it more than once for, say, Opening Range Breakout. Configure your custom PMS for 0930-0945, change lines, remove area fill - and ta-da - you have High and Low for first 15 min! See release chart for the example.
Previous Candle High/Low (Global Rays)Previous Candle High/Low (Global Rays, Corrected)
This indicator tracks the high and low of the most recently closed candle and projects them forward as global horizontal rays.
Features:
✅ Automatically updates the levels once a candle fully closes.
✅ Draws persistent lines at the previous candle’s high (green) and low (red), extending them into the future.
✅ Highlights real-time breakouts:
✅ Includes built-in alert conditions for both breakout events.
How to Use:
Use the levels as reference points for breakout trades, liquidity sweeps, or stop hunts.
Alerts can help you catch moves without needing to constantly watch the chart.
Works on any timeframe and symbol.
PDH/PDL (prev RTH) + Current ETH High/LowDescription:
This indicator automatically plots the key levels of PDH/PDL (Previous Day High/Low from regular trading hours – RTH) and ETH High/Low (Extended Hours: pre-market + after-hours) in real time.
• PDH/PDL: calculated at the close of RTH (09:30–16:00 NYSE) and anchored until the next day.
• ETH High/Low: updated live during extended hours (04:00–09:29 and 16:00–20:00 NYSE) and “frozen” at the RTH open for reference during the regular session.
• Customization options: colors, line styles (solid/dashed/dotted), thickness, labels, and the ability to extend lines to the right.
• Levels can also be displayed directly on the price scale.
This script is designed for traders who want a quick visualization of the most relevant levels from the previous day and extended hours, making it easier to identify supports, resistances, and potential reaction zones in price action.
By: Miguel Arenas
Weekly High/Low Day StatsThis TradingView Pine Script (v5) analyzes weekly highs and lows to identify on which day of the week (Monday → Friday) they most frequently occur.
🔎 How it works:
Tracks the weekly highest high and lowest low.
At the end of each week, it records the day of the week when the high and low were set.
Keeps historical data for the last 100 weeks (adjustable).
Displays a table showing:
How many times each day marked the weekly high or weekly low.
The corresponding percentage distribution.
🎯 Use case:
Helps traders understand the weekly timing tendency
Reveals which day is statistically more likely to set the weekly high or weekly low.
Useful for weekly planning and strategies that rely on market structure and timing (e.g., ICT concepts like the "High/Low of the Week").
Previous Day High/Low Levels [OWI]📘 How to Use the “Previous Day High/Low Levels ” Indicator
This TradingView indicator automatically tracks and displays the previous day's high and low during the Regular Trading Hours (RTH) session. It’s perfect for traders who want to visualize key support/resistance levels from the prior day in futures like CME_MINI:NQ1! and COMEX:GC1! .
🛠 Setup Instructions
1. Customize RTH Session Times
- In the Settings panel, adjust the following under the Levels group:
- RTH Start Hour and RTH Start Minute: Default is 9:30 AM (New York time).
- RTH End Hour and RTH End Minute: Default is 4:15 PM.
- These define the active trading session used to calculate the day’s high and low.
2. Toggle Labels
- Use the Show PDH/PDL Labels checkbox to display or hide the “PDH” and “PDL” labels on the chart.
- Labels appear after the session ends and follow price dynamically.
📊 What the Indicator Does
- During the RTH session:
- Tracks the highest and lowest price of the day.
- After the session ends:
- Draws horizontal lines at the previous day’s high (green) and low (red).
- Optionally displays labels ("PDH" and "PDL") at those levels.
- Lines extend into the current day to help identify potential support/resistance zones.
✅ Best Practices
- Use this indicator on intraday timeframes (e.g., 5m, 15m, 1h) for best results.
- Combine with volume or price action analysis to confirm reactions at PDH/PDL levels.
- Adjust session times if trading non-US markets or custom hours.
Swing High/Low SignalsSwing High/Low Signals – profit gang
Quickly spot recent market turning points with this clean swing high/low indicator.
Marks swing highs & lows with labels or triangles
Optional connecting lines & background highlights
Alerts when new swings form
Info table showing last swing levels & current price
Fully adjustable lookback period for any timeframe.
Disclaimer: For educational use only. Not financial advice.
Kalman Supertrend (High vs Low) Bands Inspired by BackQuant, this script modifies the original Kalman Hull Supertrend by replacing the close price with High and Low sources. This creates clearer trend definition and better trend tracking.
This is one of the best trend indicators that can be used for trend trading or to capture reversals with high clarity.
Key Features:
Kalman High/Low Bands — Smooths market noise while separating bullish and bearish zones.
BB & SS Alerts — Triggered only when the entire candle closes outside both bands, helping filter out false breakouts.
Supertrend (optional) — Can be toggled on/off to monitor potential short-term or early trend shifts.
Customizable Display — Show/hide bands, fills, and live candle coloring for chart clarity.
Reversal Insight:
For 4H and Daily charts, reversal signals appear to be quite accurate when the price retests the trend bands before continuing the move.
How to Use:
BB appears when a candle fully closes above both High/Low Kalman bands — possible bullish breakout.
SS appears when a candle fully closes below both bands — possible bearish breakdown.
Supertrend toggle can confirm shorter-term moves or early reversals.
Credit to the original script BackQuant
Current Day High/Low and Mid- Made by IshaanThis TradingView indicator plots the current day's high, low, and mid (50%) levels, based on the daily timeframe, and displays them on any intraday chart (e.g., 15m, 1h, etc.).
Lines begin at the official market open time (default: 9:30 AM exchange time).
Lines extend right indefinitely so they’re visible throughout the day.
Values are updated live during the trading session using daily high and low data.
The mid line is calculated as the average of the current day’s high and low.
You can customize:
Line colors (high, low, mid)
Line thickness
Market open time
This tool is helpful for traders looking to monitor intraday interaction with key daily levels.
NY Premarket – High/LowNY Premarket – High/Low
Displays two horizontal lines for the last completed New York pre‑market session (07:00–09:30 America/New_York):
Premarket High (top wick of the session)
Premarket Low (bottom wick of the session)
Both lines are anchored to the exact candles that formed the session’s high/low and remain aligned with those candles regardless of zooming or panning.ng or panning.
Session Highs & Lows (NY Time)Marks out Asian session high and low, and London session high and low, this makes it easier for you to easily marks out important highs and lows on the chart when trading.
Asian & London Session High/LowThis Pine Script v6 indicator plots the high and low of the Asian and London trading sessions on the chart before the New York session opens.
Asian session is defined from 00:00 to 08:00 (Europe/Sofia time).
London session is defined from 09:00 to 16:30 (Europe/Sofia time).
The session highs and lows are tracked live and updated as new candles form within the session time ranges.
At 16:30, when the New York session opens, all high/low values are reset to na to prepare for the next day.
Horizontal lines are plotted using plot.style_linebr to extend the lines until the next candle.
This tool helps traders identify key support/resistance zones formed during the most active pre-New York hours.
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.
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
Metatron Lines (Highs & Lows Geometry)Metatron Lines
Hey TradingView community! 👋
I wanted to share something I've been working on that might help you see market structure from a different angle. This indicator connects pivot highs and lows using geometric patterns, creating what I call "Metatron Lines."
What it does (simply put):
- Finds significant highs and lows on your chart
- Draws lines connecting these points to reveal hidden geometric relationships
- Shows you the underlying structure that price tends to respect
Why I built this:
I noticed that markets often move in patterns that aren't immediately obvious. Sometimes the most important levels aren't the obvious support and resistance lines, but the intersections and angles created by connecting multiple pivot points. This tool helps visualize those relationships.
How it might help you:
- Pattern Recognition : Spot geometric formations that traditional analysis might miss
- Support/Resistance : See where multiple geometric lines converge to create strong levels
- Market Structure : Better understand how price flows and where it might find obstacles
- Confluence Areas : Identify zones where multiple geometric elements align
A few honest thoughts:
This isn't a magic bullet or a guaranteed profit maker (nothing is!). It's simply another lens through which to view price action. Some traders find geometric analysis helpful, others prefer different approaches - and that's perfectly fine.
I've tried to make it customizable so you can adjust it to fit your trading style and timeframe. The default settings work well for most instruments, but feel free to experiment.
Settings you can adjust:
- Pivot detection sensitivity
- Number of connection points
- Line colors and styles
- Which connections to show (highs, lows, or both)
I hope some of you find this useful! I'm always learning from this community, so if you have suggestions for improvements or different ways to use it, I'd love to hear them.
Trade safe and trust your process! 📈
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This indicator is provided as-is for educational and analysis purposes. Please practice proper risk management and never risk more than you can afford to lose.
Intraweek Highs & Lows🔎 Track and analyze intraweek price extremes with full flexibility.
The indicator detects weekly highs or lows for any selected weekday and monitors when other days break those levels.
⚙️ Inputs
Select day
Pick which weekday’s extreme you want to monitor.
Find Low/High
Select whether you want to track Lows or Highs.
Use candle Wick/Body
Choose if extremes are calculated by full wick or candle body.
Cutoff date
Toggle the date-based filter and choose the starting date for event display.